warning: commands will be executed using /bin/sh
job 2155 at Tue Mar 25 14:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140319/YutaMouse20-140319/YutaMouse20-140319
ElecNo	2
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 2406351 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 802117 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 42237 members 
Mstep: Class 3 contains 42175 members 
Mstep: Class 4 contains 42035 members 
Mstep: Class 5 contains 42011 members 
Mstep: Class 6 contains 42130 members 
Mstep: Class 7 contains 42147 members 
Mstep: Class 8 contains 42275 members 
Mstep: Class 9 contains 41929 members 
Mstep: Class 10 contains 42204 members 
Mstep: Class 11 contains 42479 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 42145 members 
Mstep: Class 14 contains 42488 members 
Mstep: Class 15 contains 42218 members 
Mstep: Class 16 contains 42422 members 
Mstep: Class 17 contains 42262 members 
Mstep: Class 18 contains 42077 members 
Mstep: Class 19 contains 42193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1020.862122 but Gain 3371.562500
Score: -85698400.000000 Penalty: 60688.125000
Iteration 0F: 19 clusters Score -8.56984e+07 nChanged 754871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1841 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 20320 members 
Mstep: Class 3 contains 31495 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 102021 members 
Mstep: Class 6 contains 50585 members 
Mstep: Class 7 contains 26652 members 
Mstep: Class 8 contains 19513 members 
Mstep: Class 9 contains 28180 members 
Mstep: Class 11 contains 34456 members 
Mstep: Class 12 contains 38300 members 
Mstep: Class 13 contains 31603 members 
Mstep: Class 14 contains 81825 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 31863 members 
Mstep: Class 17 contains 91025 members 
Mstep: Class 18 contains 28008 members 
Mstep: Class 19 contains 38711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87300496.000000 Penalty: 60688.125000
Iteration 1F: 19 clusters Score -8.73005e+07 nChanged 254191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1265 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 3 contains 26078 members 
Mstep: Class 4 contains 33561 members 
Mstep: Class 5 contains 144801 members 
Mstep: Class 6 contains 40106 members 
Mstep: Class 7 contains 17537 members 
Mstep: Class 8 contains 17395 members 
Mstep: Class 9 contains 31814 members 
Mstep: Class 11 contains 25277 members 
Mstep: Class 12 contains 40439 members 
Mstep: Class 13 contains 26682 members 
Mstep: Class 14 contains 85964 members 
Mstep: Class 15 contains 46413 members 
Mstep: Class 16 contains 27296 members 
Mstep: Class 17 contains 100113 members 
Mstep: Class 18 contains 20766 members 
Mstep: Class 19 contains 33221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87723768.000000 Penalty: 60688.125000
Iteration 2F: 19 clusters Score -8.772377e+07 nChanged 199946
Entering Unmasked Mstep 
Mstep: Class 0 contains 1022 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 3825 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 25575 members 
Mstep: Class 5 contains 183718 members 
Mstep: Class 6 contains 32721 members 
Mstep: Class 7 contains 9837 members 
Mstep: Class 8 contains 22126 members 
Mstep: Class 9 contains 30737 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 37877 members 
Mstep: Class 13 contains 20034 members 
Mstep: Class 14 contains 94108 members 
Mstep: Class 15 contains 44441 members 
Mstep: Class 16 contains 22021 members 
Mstep: Class 17 contains 106479 members 
Mstep: Class 18 contains 15931 members 
Mstep: Class 19 contains 26907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979400.000000 Penalty: 60688.125000
Iteration 3F: 19 clusters Score -8.79794e+07 nChanged 151108
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 18307 members 
Mstep: Class 4 contains 19067 members 
Mstep: Class 5 contains 217473 members 
Mstep: Class 6 contains 28189 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 26358 members 
Mstep: Class 9 contains 26228 members 
Mstep: Class 11 contains 13033 members 
Mstep: Class 12 contains 31121 members 
Mstep: Class 13 contains 16085 members 
Mstep: Class 14 contains 103800 members 
Mstep: Class 15 contains 36612 members 
Mstep: Class 16 contains 16538 members 
Mstep: Class 17 contains 117120 members 
Mstep: Class 18 contains 13239 members 
Mstep: Class 19 contains 20309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2638.229004 but Gain 3371.562500
Score: -88150304.000000 Penalty: 57316.562500
Iteration 4F: 18 clusters Score -8.81503e+07 nChanged 123270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 14156 members 
Mstep: Class 5 contains 249906 members 
Mstep: Class 6 contains 24351 members 
Mstep: Class 8 contains 28892 members 
Mstep: Class 9 contains 21869 members 
Mstep: Class 11 contains 9203 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 15031 members 
Mstep: Class 14 contains 111087 members 
Mstep: Class 15 contains 28347 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 130343 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 14028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88226552.000000 Penalty: 57316.562500
Iteration 5F: 18 clusters Score -8.822655e+07 nChanged 104699
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 11347 members 
Mstep: Class 5 contains 265685 members 
Mstep: Class 6 contains 19933 members 
Mstep: Class 8 contains 30358 members 
Mstep: Class 9 contains 18952 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 15374 members 
Mstep: Class 14 contains 116700 members 
Mstep: Class 15 contains 22132 members 
Mstep: Class 16 contains 10418 members 
Mstep: Class 17 contains 147350 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 9196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88276944.000000 Penalty: 57316.562500
Iteration 6F: 18 clusters Score -8.827694e+07 nChanged 88516
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 13606 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 263148 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 8 contains 31376 members 
Mstep: Class 9 contains 16900 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 11804 members 
Mstep: Class 13 contains 16272 members 
Mstep: Class 14 contains 122541 members 
Mstep: Class 15 contains 19038 members 
Mstep: Class 16 contains 9809 members 
Mstep: Class 17 contains 169266 members 
Mstep: Class 18 contains 6940 members 
Mstep: Class 19 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2577.414795 but Gain 3371.562500
Score: -88332480.000000 Penalty: 53945.000000
Iteration 7F: 17 clusters Score -8.833248e+07 nChanged 79277
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 251214 members 
Mstep: Class 6 contains 11510 members 
Mstep: Class 8 contains 32302 members 
Mstep: Class 9 contains 14724 members 
Mstep: Class 12 contains 8817 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 127932 members 
Mstep: Class 15 contains 18611 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 193464 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88388280.000000 Penalty: 53945.000000
Iteration 8F: 17 clusters Score -8.838828e+07 nChanged 67407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 9334 members 
Mstep: Class 5 contains 235433 members 
Mstep: Class 6 contains 8477 members 
Mstep: Class 8 contains 32660 members 
Mstep: Class 9 contains 12335 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 18360 members 
Mstep: Class 14 contains 131384 members 
Mstep: Class 15 contains 19207 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 215571 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2958.160889 but Gain 3371.562500
Score: -88432648.000000 Penalty: 50573.437500
Iteration 9F: 16 clusters Score -8.843265e+07 nChanged 60113
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 18323 members 
Mstep: Class 4 contains 8986 members 
Mstep: Class 5 contains 220866 members 
Mstep: Class 6 contains 6668 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 133890 members 
Mstep: Class 15 contains 19933 members 
Mstep: Class 16 contains 13085 members 
Mstep: Class 17 contains 235871 members 
Mstep: Class 19 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3107.542969 but Gain 3371.562500
Score: -88467248.000000 Penalty: 47201.875000
Iteration 10F: 15 clusters Score -8.846725e+07 nChanged 51814
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 19916 members 
Mstep: Class 4 contains 8613 members 
Mstep: Class 5 contains 207232 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 8 contains 34912 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 12 contains 4515 members 
Mstep: Class 13 contains 20840 members 
Mstep: Class 14 contains 137015 members 
Mstep: Class 15 contains 20587 members 
Mstep: Class 16 contains 15688 members 
Mstep: Class 17 contains 252439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88483600.000000 Penalty: 47201.875000
Iteration 11F: 15 clusters Score -8.84836e+07 nChanged 46314
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 21355 members 
Mstep: Class 4 contains 8116 members 
Mstep: Class 5 contains 190467 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 8 contains 35516 members 
Mstep: Class 9 contains 6579 members 
Mstep: Class 12 contains 3837 members 
Mstep: Class 13 contains 22077 members 
Mstep: Class 14 contains 142830 members 
Mstep: Class 15 contains 21277 members 
Mstep: Class 16 contains 18034 members 
Mstep: Class 17 contains 266072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88489496.000000 Penalty: 47201.875000
Iteration 12F: 15 clusters Score -8.84895e+07 nChanged 41623
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 22617 members 
Mstep: Class 4 contains 7453 members 
Mstep: Class 5 contains 173320 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 8 contains 36333 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 151268 members 
Mstep: Class 15 contains 22020 members 
Mstep: Class 16 contains 20418 members 
Mstep: Class 17 contains 275915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88495704.000000 Penalty: 47201.875000
Iteration 13F: 15 clusters Score -8.84957e+07 nChanged 36131
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 23718 members 
Mstep: Class 4 contains 6781 members 
Mstep: Class 5 contains 158301 members 
Mstep: Class 6 contains 3799 members 
Mstep: Class 8 contains 37246 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 24145 members 
Mstep: Class 14 contains 161193 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 22843 members 
Mstep: Class 17 contains 280683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3026.064941 but Gain 3371.562500
Score: -88503128.000000 Penalty: 43830.312500
Iteration 14Q: 14 clusters Score -8.850313e+07 nChanged 33014
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 24717 members 
Mstep: Class 4 contains 6045 members 
Mstep: Class 5 contains 146431 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 8 contains 38086 members 
Mstep: Class 9 contains 4972 members 
Mstep: Class 13 contains 24895 members 
Mstep: Class 14 contains 173503 members 
Mstep: Class 15 contains 23221 members 
Mstep: Class 16 contains 25113 members 
Mstep: Class 17 contains 281321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88511896.000000 Penalty: 43830.312500
Iteration 15Q: 14 clusters Score -8.85119e+07 nChanged 27643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 25546 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 135463 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 8 contains 38796 members 
Mstep: Class 9 contains 5053 members 
Mstep: Class 13 contains 25485 members 
Mstep: Class 14 contains 184832 members 
Mstep: Class 15 contains 23702 members 
Mstep: Class 16 contains 27175 members 
Mstep: Class 17 contains 278452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88518232.000000 Penalty: 43830.312500
Iteration 16Q: 14 clusters Score -8.851823e+07 nChanged 24483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 26280 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 126027 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 8 contains 39286 members 
Mstep: Class 9 contains 5177 members 
Mstep: Class 13 contains 25933 members 
Mstep: Class 14 contains 196076 members 
Mstep: Class 15 contains 24040 members 
Mstep: Class 16 contains 29066 members 
Mstep: Class 17 contains 274216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88523888.000000 Penalty: 43830.312500
Iteration 17Q: 14 clusters Score -8.852389e+07 nChanged 22598
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 26899 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 117742 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 8 contains 39642 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 13 contains 26265 members 
Mstep: Class 14 contains 207595 members 
Mstep: Class 15 contains 24272 members 
Mstep: Class 16 contains 30757 members 
Mstep: Class 17 contains 268793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88529256.000000 Penalty: 43830.312500
Iteration 18Q: 14 clusters Score -8.852926e+07 nChanged 21450
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 27477 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 5 contains 110460 members 
Mstep: Class 6 contains 2951 members 
Mstep: Class 8 contains 39845 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 14 contains 219328 members 
Mstep: Class 15 contains 24381 members 
Mstep: Class 16 contains 32136 members 
Mstep: Class 17 contains 262538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88534640.000000 Penalty: 43830.312500
Iteration 19Q: 14 clusters Score -8.853464e+07 nChanged 20409
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 27936 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 103945 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 8 contains 39950 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 13 contains 26751 members 
Mstep: Class 14 contains 230786 members 
Mstep: Class 15 contains 24432 members 
Mstep: Class 16 contains 33280 members 
Mstep: Class 17 contains 256213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88536760.000000 Penalty: 43830.312500
Iteration 20F: 14 clusters Score -8.853676e+07 nChanged 21437
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 28486 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 97408 members 
Mstep: Class 6 contains 2736 members 
Mstep: Class 8 contains 40023 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 13 contains 26902 members 
Mstep: Class 14 contains 242581 members 
Mstep: Class 15 contains 24491 members 
Mstep: Class 16 contains 34272 members 
Mstep: Class 17 contains 249413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88537112.000000 Penalty: 43830.312500
Iteration 21Q: 14 clusters Score -8.853711e+07 nChanged 22721
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 29197 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 91358 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 8 contains 40057 members 
Mstep: Class 9 contains 6098 members 
Mstep: Class 13 contains 27028 members 
Mstep: Class 14 contains 252707 members 
Mstep: Class 15 contains 24654 members 
Mstep: Class 16 contains 35283 members 
Mstep: Class 17 contains 243521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88536368.000000 Penalty: 43830.312500
Iteration 22Q: 14 clusters Score -8.853637e+07 nChanged 22287
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 30049 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 86621 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 8 contains 40096 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 258543 members 
Mstep: Class 15 contains 24895 members 
Mstep: Class 16 contains 36421 members 
Mstep: Class 17 contains 240303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88537080.000000 Penalty: 43830.312500
Iteration 23Q: 14 clusters Score -8.853708e+07 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 31022 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 83491 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 8 contains 40130 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 13 contains 27066 members 
Mstep: Class 14 contains 259700 members 
Mstep: Class 15 contains 25197 members 
Mstep: Class 16 contains 37528 members 
Mstep: Class 17 contains 240152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88538832.000000 Penalty: 43830.312500
Iteration 24Q: 14 clusters Score -8.853883e+07 nChanged 17970
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 3 contains 32086 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 81729 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 8 contains 40234 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 257186 members 
Mstep: Class 15 contains 25494 members 
Mstep: Class 16 contains 38593 members 
Mstep: Class 17 contains 242339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3278.148193 but Gain 3371.562500
Score: -88541752.000000 Penalty: 40458.750000
Iteration 25Q: 13 clusters Score -8.854175e+07 nChanged 17119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 33123 members 
Mstep: Class 5 contains 81415 members 
Mstep: Class 6 contains 2434 members 
Mstep: Class 8 contains 40355 members 
Mstep: Class 9 contains 6608 members 
Mstep: Class 13 contains 26733 members 
Mstep: Class 14 contains 253569 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 39870 members 
Mstep: Class 17 contains 246137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547408.000000 Penalty: 40458.750000
Iteration 26Q: 13 clusters Score -8.854741e+07 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 34076 members 
Mstep: Class 5 contains 80702 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 8 contains 40537 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 13 contains 26391 members 
Mstep: Class 14 contains 248017 members 
Mstep: Class 15 contains 26247 members 
Mstep: Class 16 contains 40811 members 
Mstep: Class 17 contains 250485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88550792.000000 Penalty: 40458.750000
Iteration 27Q: 13 clusters Score -8.855079e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 34988 members 
Mstep: Class 5 contains 80305 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 8 contains 40745 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 13 contains 26051 members 
Mstep: Class 14 contains 242100 members 
Mstep: Class 15 contains 26665 members 
Mstep: Class 16 contains 41553 members 
Mstep: Class 17 contains 254973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88553440.000000 Penalty: 40458.750000
Iteration 28Q: 13 clusters Score -8.855344e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 35818 members 
Mstep: Class 5 contains 79952 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 40960 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 236887 members 
Mstep: Class 15 contains 27117 members 
Mstep: Class 16 contains 42120 members 
Mstep: Class 17 contains 258929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88555720.000000 Penalty: 40458.750000
Iteration 29Q: 13 clusters Score -8.855572e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 36487 members 
Mstep: Class 5 contains 79500 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 8 contains 41175 members 
Mstep: Class 9 contains 6782 members 
Mstep: Class 13 contains 25404 members 
Mstep: Class 14 contains 232774 members 
Mstep: Class 15 contains 27631 members 
Mstep: Class 16 contains 42532 members 
Mstep: Class 17 contains 262100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88556944.000000 Penalty: 40458.750000
Iteration 30Q: 13 clusters Score -8.855694e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 37067 members 
Mstep: Class 5 contains 78993 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 8 contains 41344 members 
Mstep: Class 9 contains 6805 members 
Mstep: Class 13 contains 25129 members 
Mstep: Class 14 contains 229853 members 
Mstep: Class 15 contains 28167 members 
Mstep: Class 16 contains 42821 members 
Mstep: Class 17 contains 264273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88558160.000000 Penalty: 40458.750000
Iteration 31Q: 13 clusters Score -8.855816e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 37566 members 
Mstep: Class 5 contains 78449 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 41473 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 13 contains 24862 members 
Mstep: Class 14 contains 228047 members 
Mstep: Class 15 contains 28709 members 
Mstep: Class 16 contains 42980 members 
Mstep: Class 17 contains 265593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88559024.000000 Penalty: 40458.750000
Iteration 32Q: 13 clusters Score -8.855902e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 37980 members 
Mstep: Class 5 contains 77903 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 8 contains 41574 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 13 contains 24620 members 
Mstep: Class 14 contains 227091 members 
Mstep: Class 15 contains 29257 members 
Mstep: Class 16 contains 43034 members 
Mstep: Class 17 contains 266224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88559600.000000 Penalty: 40458.750000
Iteration 33Q: 13 clusters Score -8.85596e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 3 contains 38347 members 
Mstep: Class 5 contains 77290 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 8 contains 41622 members 
Mstep: Class 9 contains 6806 members 
Mstep: Class 13 contains 24382 members 
Mstep: Class 14 contains 226919 members 
Mstep: Class 15 contains 29830 members 
Mstep: Class 16 contains 43025 members 
Mstep: Class 17 contains 266267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88560456.000000 Penalty: 40458.750000
Iteration 34Q: 13 clusters Score -8.856046e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 3 contains 38615 members 
Mstep: Class 5 contains 76569 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 8 contains 41654 members 
Mstep: Class 9 contains 6793 members 
Mstep: Class 13 contains 24191 members 
Mstep: Class 14 contains 227321 members 
Mstep: Class 15 contains 30418 members 
Mstep: Class 16 contains 42971 members 
Mstep: Class 17 contains 265909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88561056.000000 Penalty: 40458.750000
Iteration 35Q: 13 clusters Score -8.856106e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 38850 members 
Mstep: Class 5 contains 75800 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 8 contains 41650 members 
Mstep: Class 9 contains 6771 members 
Mstep: Class 13 contains 24000 members 
Mstep: Class 14 contains 228072 members 
Mstep: Class 15 contains 31023 members 
Mstep: Class 16 contains 42939 members 
Mstep: Class 17 contains 265257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88561568.000000 Penalty: 40458.750000
Iteration 36Q: 13 clusters Score -8.856157e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 39074 members 
Mstep: Class 5 contains 75007 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 8 contains 41631 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 13 contains 23808 members 
Mstep: Class 14 contains 229097 members 
Mstep: Class 15 contains 31592 members 
Mstep: Class 16 contains 42848 members 
Mstep: Class 17 contains 264486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88562048.000000 Penalty: 40458.750000
Iteration 37Q: 13 clusters Score -8.856205e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 39296 members 
Mstep: Class 5 contains 74219 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 41581 members 
Mstep: Class 9 contains 6732 members 
Mstep: Class 13 contains 23644 members 
Mstep: Class 14 contains 230127 members 
Mstep: Class 15 contains 32207 members 
Mstep: Class 16 contains 42718 members 
Mstep: Class 17 contains 263726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88562728.000000 Penalty: 40458.750000
Iteration 38Q: 13 clusters Score -8.856273e+07 nChanged 3995
Entering ConstructFrom: 
Score: -88562728.000000 Penalty: 40458.750000
Entering ConstructFrom: 
Trying to split cluster 1 (43051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Entering Unmasked Estep 
Score: -4847901.000000 Penalty: 2646.195068
	Iteration 0F: 2 clusters Score -4847901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4818845.500000 Penalty: 5292.390137
	Iteration 0F: 3 clusters Score -4818846 nChanged 19789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4830845.500000 Penalty: 5292.390137
	Iteration 1F: 3 clusters Score -4830846 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4832383.500000 Penalty: 5292.390137
	Iteration 2F: 3 clusters Score -4832384 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -4833679.500000 Penalty: 5292.390137
	Iteration 3F: 3 clusters Score -4833680 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4834981.500000 Penalty: 5292.390137
	Iteration 4F: 3 clusters Score -4834982 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4836499.500000 Penalty: 5292.390137
	Iteration 5F: 3 clusters Score -4836500 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4838264.000000 Penalty: 5292.390137
	Iteration 6F: 3 clusters Score -4838264 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4840412.000000 Penalty: 5292.390137
	Iteration 7F: 3 clusters Score -4840412 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4842739.000000 Penalty: 5292.390137
	Iteration 8F: 3 clusters Score -4842739 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4844917.500000 Penalty: 5292.390137
	Iteration 9F: 3 clusters Score -4844918 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4846675.000000 Penalty: 5292.390137
	Iteration 10Q: 3 clusters Score -4846675 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4847923.500000 Penalty: 5292.390137
	Iteration 11Q: 3 clusters Score -4847924 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4848815.500000 Penalty: 5292.390137
	Iteration 12Q: 3 clusters Score -4848816 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4849361.500000 Penalty: 5292.390137
	Iteration 13Q: 3 clusters Score -4849362 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4849729.500000 Penalty: 5292.390137
	Iteration 14Q: 3 clusters Score -4849730 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4849982.000000 Penalty: 5292.390137
	Iteration 15Q: 3 clusters Score -4849982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4850155.500000 Penalty: 5292.390137
	Iteration 16Q: 3 clusters Score -4850156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4850286.500000 Penalty: 5292.390137
	Iteration 17Q: 3 clusters Score -4850286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4850394.000000 Penalty: 5292.390137
	Iteration 18Q: 3 clusters Score -4850394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4850454.000000 Penalty: 5292.390137
	Iteration 19Q: 3 clusters Score -4850454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4850483.500000 Penalty: 5292.390137
	Iteration 20F: 3 clusters Score -4850484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4850504.000000 Penalty: 5292.390137
	Iteration 21Q: 3 clusters Score -4850504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4850502.500000 Penalty: 5292.390137
	Iteration 22Q: 3 clusters Score -4850502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4850515.500000 Penalty: 5292.390137
	Iteration 23Q: 3 clusters Score -4850516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4850516.500000 Penalty: 5292.390137
	Iteration 24Q: 3 clusters Score -4850516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4850511.500000 Penalty: 5292.390137
	Iteration 25Q: 3 clusters Score -4850512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4850511.500000 Penalty: 5292.390137
	Iteration 26F: 3 clusters Score -4850512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 39488 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 73444 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 8 contains 41519 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 13 contains 23476 members 
Mstep: Class 14 contains 231121 members 
Mstep: Class 15 contains 32833 members 
Mstep: Class 16 contains 42562 members 
Mstep: Class 17 contains 263027 members 
Entering Unmasked Estep 
Score: -88564376.000000 Penalty: 43830.312500
Splitting cluster 1 changes total score from -88562728.000000 to -88564376.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -251557.531250 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -251557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -248810.484375 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -248810.5 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -251197.484375 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -251197.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -253140.953125 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -253141 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -254980.046875 Penalty: 3892.102539
	Iteration 3F: 3 clusters Score -254980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -255718.250000 Penalty: 3892.102539
	Iteration 4Q: 3 clusters Score -255718.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -255906.125000 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -255906.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -256054.156250 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -256054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -256071.859375 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -256071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -256071.859375 Penalty: 3892.102539
	Iteration 8F: 3 clusters Score -256071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 39488 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 73444 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 41519 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 13 contains 23476 members 
Mstep: Class 14 contains 231121 members 
Mstep: Class 15 contains 32833 members 
Mstep: Class 16 contains 42562 members 
Mstep: Class 17 contains 263027 members 
Entering Unmasked Estep 
Score: -88567376.000000 Penalty: 47201.875000
Splitting cluster 2 changes total score from -88562728.000000 to -88567376.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (39488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Entering Unmasked Estep 
Score: -4504301.500000 Penalty: 2624.770508
	Iteration 0F: 2 clusters Score -4504302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4477468.000000 Penalty: 5249.541016
	Iteration 0F: 3 clusters Score -4477468 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4487434.500000 Penalty: 5249.541016
	Iteration 1F: 3 clusters Score -4487434 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4487939.500000 Penalty: 5249.541016
	Iteration 2Q: 3 clusters Score -4487940 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4488440.500000 Penalty: 5249.541016
	Iteration 3Q: 3 clusters Score -4488440 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4489025.000000 Penalty: 5249.541016
	Iteration 4Q: 3 clusters Score -4489025 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -4489820.000000 Penalty: 5249.541016
	Iteration 5Q: 3 clusters Score -4489820 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4490791.000000 Penalty: 5249.541016
	Iteration 6Q: 3 clusters Score -4490791 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4491891.500000 Penalty: 5249.541016
	Iteration 7Q: 3 clusters Score -4491892 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4493114.500000 Penalty: 5249.541016
	Iteration 8Q: 3 clusters Score -4493114 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4494535.500000 Penalty: 5249.541016
	Iteration 9Q: 3 clusters Score -4494536 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -4495935.500000 Penalty: 5249.541016
	Iteration 10Q: 3 clusters Score -4495936 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4497083.000000 Penalty: 5249.541016
	Iteration 11Q: 3 clusters Score -4497083 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4497925.500000 Penalty: 5249.541016
	Iteration 12Q: 3 clusters Score -4497926 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -4498527.500000 Penalty: 5249.541016
	Iteration 13Q: 3 clusters Score -4498528 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4498952.000000 Penalty: 5249.541016
	Iteration 14Q: 3 clusters Score -4498952 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4499251.500000 Penalty: 5249.541016
	Iteration 15Q: 3 clusters Score -4499252 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4499504.000000 Penalty: 5249.541016
	Iteration 16Q: 3 clusters Score -4499504 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4499702.500000 Penalty: 5249.541016
	Iteration 17Q: 3 clusters Score -4499702 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4499880.000000 Penalty: 5249.541016
	Iteration 18Q: 3 clusters Score -4499880 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -4500068.000000 Penalty: 5249.541016
	Iteration 19Q: 3 clusters Score -4500068 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4500256.500000 Penalty: 5249.541016
	Iteration 20F: 3 clusters Score -4500256 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4500443.000000 Penalty: 5249.541016
	Iteration 21Q: 3 clusters Score -4500443 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4500652.500000 Penalty: 5249.541016
	Iteration 22Q: 3 clusters Score -4500652 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4500803.000000 Penalty: 5249.541016
	Iteration 23Q: 3 clusters Score -4500803 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4500968.500000 Penalty: 5249.541016
	Iteration 24Q: 3 clusters Score -4500968 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4501081.500000 Penalty: 5249.541016
	Iteration 25Q: 3 clusters Score -4501082 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4501223.000000 Penalty: 5249.541016
	Iteration 26Q: 3 clusters Score -4501223 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4501376.500000 Penalty: 5249.541016
	Iteration 27Q: 3 clusters Score -4501376 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4501477.500000 Penalty: 5249.541016
	Iteration 28Q: 3 clusters Score -4501478 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4501581.000000 Penalty: 5249.541016
	Iteration 29Q: 3 clusters Score -4501581 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4501655.500000 Penalty: 5249.541016
	Iteration 30Q: 3 clusters Score -4501656 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4501719.500000 Penalty: 5249.541016
	Iteration 31Q: 3 clusters Score -4501720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4501752.000000 Penalty: 5249.541016
	Iteration 32Q: 3 clusters Score -4501752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4501791.500000 Penalty: 5249.541016
	Iteration 33Q: 3 clusters Score -4501792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4501822.000000 Penalty: 5249.541016
	Iteration 34Q: 3 clusters Score -4501822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4501848.500000 Penalty: 5249.541016
	Iteration 35Q: 3 clusters Score -4501848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4501877.000000 Penalty: 5249.541016
	Iteration 36Q: 3 clusters Score -4501877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4501896.000000 Penalty: 5249.541016
	Iteration 37Q: 3 clusters Score -4501896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4501924.500000 Penalty: 5249.541016
	Iteration 38Q: 3 clusters Score -4501924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4501946.500000 Penalty: 5249.541016
	Iteration 39Q: 3 clusters Score -4501946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4501962.000000 Penalty: 5249.541016
	Iteration 40F: 3 clusters Score -4501962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4501970.500000 Penalty: 5249.541016
	Iteration 41Q: 3 clusters Score -4501970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4501977.500000 Penalty: 5249.541016
	Iteration 42Q: 3 clusters Score -4501978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4501988.000000 Penalty: 5249.541016
	Iteration 43Q: 3 clusters Score -4501988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4502003.000000 Penalty: 5249.541016
	Iteration 44Q: 3 clusters Score -4502003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4502014.000000 Penalty: 5249.541016
	Iteration 45Q: 3 clusters Score -4502014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4502029.500000 Penalty: 5249.541016
	Iteration 46Q: 3 clusters Score -4502030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4502046.500000 Penalty: 5249.541016
	Iteration 47Q: 3 clusters Score -4502046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4502054.000000 Penalty: 5249.541016
	Iteration 48Q: 3 clusters Score -4502054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4502064.500000 Penalty: 5249.541016
	Iteration 49Q: 3 clusters Score -4502064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4502067.500000 Penalty: 5249.541016
	Iteration 50Q: 3 clusters Score -4502068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4502079.500000 Penalty: 5249.541016
	Iteration 51Q: 3 clusters Score -4502080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4502083.000000 Penalty: 5249.541016
	Iteration 52Q: 3 clusters Score -4502083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4502087.000000 Penalty: 5249.541016
	Iteration 53Q: 3 clusters Score -4502087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4502086.500000 Penalty: 5249.541016
	Iteration 54Q: 3 clusters Score -4502086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4502090.500000 Penalty: 5249.541016
	Iteration 55Q: 3 clusters Score -4502090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4502092.500000 Penalty: 5249.541016
	Iteration 56Q: 3 clusters Score -4502092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4502092.000000 Penalty: 5249.541016
	Iteration 57Q: 3 clusters Score -4502092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4502096.000000 Penalty: 5249.541016
	Iteration 58Q: 3 clusters Score -4502096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4502094.500000 Penalty: 5249.541016
	Iteration 59Q: 3 clusters Score -4502094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4502094.500000 Penalty: 5249.541016
	Iteration 60F: 3 clusters Score -4502094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Entering Unmasked Estep 
Score: -8305986.000000 Penalty: 2778.661133
	Iteration 0F: 2 clusters Score -8305986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -8256696.500000 Penalty: 5557.322266
	Iteration 0F: 3 clusters Score -8256696 nChanged 34513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -8276014.000000 Penalty: 5557.322266
	Iteration 1F: 3 clusters Score -8276014 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -8276527.500000 Penalty: 5557.322266
	Iteration 2Q: 3 clusters Score -8276528 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -8277102.500000 Penalty: 5557.322266
	Iteration 3Q: 3 clusters Score -8277102 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8277629.500000 Penalty: 5557.322266
	Iteration 4Q: 3 clusters Score -8277630 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -8278350.500000 Penalty: 5557.322266
	Iteration 5Q: 3 clusters Score -8278350 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -8279355.000000 Penalty: 5557.322266
	Iteration 6Q: 3 clusters Score -8279355 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -8280993.500000 Penalty: 5557.322266
	Iteration 7Q: 3 clusters Score -8280994 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -8283579.500000 Penalty: 5557.322266
	Iteration 8F: 3 clusters Score -8283580 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -8287613.500000 Penalty: 5557.322266
	Iteration 9F: 3 clusters Score -8287614 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -8292865.500000 Penalty: 5557.322266
	Iteration 10F: 3 clusters Score -8292866 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -8297744.500000 Penalty: 5557.322266
	Iteration 11F: 3 clusters Score -8297744 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -8300980.000000 Penalty: 5557.322266
	Iteration 12Q: 3 clusters Score -8300980 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -8302398.500000 Penalty: 5557.322266
	Iteration 13Q: 3 clusters Score -8302398 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -8303031.000000 Penalty: 5557.322266
	Iteration 14Q: 3 clusters Score -8303031 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -8303274.000000 Penalty: 5557.322266
	Iteration 15Q: 3 clusters Score -8303274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -8303394.000000 Penalty: 5557.322266
	Iteration 16Q: 3 clusters Score -8303394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -8303457.500000 Penalty: 5557.322266
	Iteration 17Q: 3 clusters Score -8303458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -8303491.500000 Penalty: 5557.322266
	Iteration 18Q: 3 clusters Score -8303492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -8303502.000000 Penalty: 5557.322266
	Iteration 19Q: 3 clusters Score -8303502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -8303506.000000 Penalty: 5557.322266
	Iteration 20F: 3 clusters Score -8303506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -8303508.500000 Penalty: 5557.322266
	Iteration 21Q: 3 clusters Score -8303508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -8303501.500000 Penalty: 5557.322266
	Iteration 22Q: 3 clusters Score -8303502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -8303503.500000 Penalty: 5557.322266
	Iteration 23Q: 3 clusters Score -8303504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -8303520.500000 Penalty: 5557.322266
	Iteration 24Q: 3 clusters Score -8303520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -8303522.000000 Penalty: 5557.322266
	Iteration 25Q: 3 clusters Score -8303522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -8303530.500000 Penalty: 5557.322266
	Iteration 26Q: 3 clusters Score -8303530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -8303537.500000 Penalty: 5557.322266
	Iteration 27Q: 3 clusters Score -8303538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -8303538.000000 Penalty: 5557.322266
	Iteration 28Q: 3 clusters Score -8303538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -8303537.000000 Penalty: 5557.322266
	Iteration 29Q: 3 clusters Score -8303537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -8303534.000000 Penalty: 5557.322266
	Iteration 30Q: 3 clusters Score -8303534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -8303542.500000 Penalty: 5557.322266
	Iteration 31Q: 3 clusters Score -8303542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
Score: -8303546.000000 Penalty: 5557.322266
	Iteration 32Q: 3 clusters Score -8303546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -8303550.000000 Penalty: 5557.322266
	Iteration 33Q: 3 clusters Score -8303550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -8303560.500000 Penalty: 5557.322266
	Iteration 34Q: 3 clusters Score -8303560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -8303565.000000 Penalty: 5557.322266
	Iteration 35Q: 3 clusters Score -8303565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -8303561.000000 Penalty: 5557.322266
	Iteration 36Q: 3 clusters Score -8303561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -8303563.000000 Penalty: 5557.322266
	Iteration 37Q: 3 clusters Score -8303563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -8303573.500000 Penalty: 5557.322266
	Iteration 38Q: 3 clusters Score -8303574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -8303576.000000 Penalty: 5557.322266
	Iteration 39Q: 3 clusters Score -8303576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -8303576.000000 Penalty: 5557.322266
	Iteration 40F: 3 clusters Score -8303576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -255545.000000 Penalty: 1918.495850
	Iteration 0F: 2 clusters Score -255545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -252738.515625 Penalty: 3836.991699
	Iteration 0F: 3 clusters Score -252738.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -253235.078125 Penalty: 3836.991699
	Iteration 1F: 3 clusters Score -253235.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -253366.328125 Penalty: 3836.991699
	Iteration 2F: 3 clusters Score -253366.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253440.203125 Penalty: 3836.991699
	Iteration 3Q: 3 clusters Score -253440.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -253485.890625 Penalty: 3836.991699
	Iteration 4Q: 3 clusters Score -253485.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -253514.500000 Penalty: 3836.991699
	Iteration 5Q: 3 clusters Score -253514.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -253529.921875 Penalty: 3836.991699
	Iteration 6Q: 3 clusters Score -253529.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -253545.843750 Penalty: 3836.991699
	Iteration 7Q: 3 clusters Score -253545.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -253555.984375 Penalty: 3836.991699
	Iteration 8Q: 3 clusters Score -253556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -253563.328125 Penalty: 3836.991699
	Iteration 9Q: 3 clusters Score -253563.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -253570.187500 Penalty: 3836.991699
	Iteration 10Q: 3 clusters Score -253570.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -253577.906250 Penalty: 3836.991699
	Iteration 11Q: 3 clusters Score -253577.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -253585.453125 Penalty: 3836.991699
	Iteration 12Q: 3 clusters Score -253585.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -253590.640625 Penalty: 3836.991699
	Iteration 13Q: 3 clusters Score -253590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -253594.203125 Penalty: 3836.991699
	Iteration 14Q: 3 clusters Score -253594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -253598.921875 Penalty: 3836.991699
	Iteration 15Q: 3 clusters Score -253598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -253606.890625 Penalty: 3836.991699
	Iteration 16Q: 3 clusters Score -253606.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -253613.687500 Penalty: 3836.991699
	Iteration 17Q: 3 clusters Score -253613.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -253623.734375 Penalty: 3836.991699
	Iteration 18Q: 3 clusters Score -253623.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -253632.125000 Penalty: 3836.991699
	Iteration 19Q: 3 clusters Score -253632.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -253638.546875 Penalty: 3836.991699
	Iteration 20F: 3 clusters Score -253638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -253642.484375 Penalty: 3836.991699
	Iteration 21Q: 3 clusters Score -253642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -253643.421875 Penalty: 3836.991699
	Iteration 22Q: 3 clusters Score -253643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -253644.828125 Penalty: 3836.991699
	Iteration 23Q: 3 clusters Score -253644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -253645.531250 Penalty: 3836.991699
	Iteration 24Q: 3 clusters Score -253645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -253646.453125 Penalty: 3836.991699
	Iteration 25Q: 3 clusters Score -253646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -253646.859375 Penalty: 3836.991699
	Iteration 26Q: 3 clusters Score -253646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -253646.859375 Penalty: 3836.991699
	Iteration 27F: 3 clusters Score -253646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Entering Unmasked Estep 
Score: -4535422.500000 Penalty: 2637.208740
	Iteration 0F: 2 clusters Score -4535422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4507308.500000 Penalty: 5274.417480
	Iteration 0F: 3 clusters Score -4507308 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4519113.500000 Penalty: 5274.417480
	Iteration 1F: 3 clusters Score -4519114 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4521787.500000 Penalty: 5274.417480
	Iteration 2F: 3 clusters Score -4521788 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4525201.000000 Penalty: 5274.417480
	Iteration 3F: 3 clusters Score -4525201 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4528559.500000 Penalty: 5274.417480
	Iteration 4F: 3 clusters Score -4528560 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4531034.000000 Penalty: 5274.417480
	Iteration 5F: 3 clusters Score -4531034 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4532568.000000 Penalty: 5274.417480
	Iteration 6F: 3 clusters Score -4532568 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4533343.000000 Penalty: 5274.417480
	Iteration 7Q: 3 clusters Score -4533343 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -4533679.500000 Penalty: 5274.417480
	Iteration 8Q: 3 clusters Score -4533680 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4533831.500000 Penalty: 5274.417480
	Iteration 9Q: 3 clusters Score -4533832 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4533908.000000 Penalty: 5274.417480
	Iteration 10Q: 3 clusters Score -4533908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4533992.000000 Penalty: 5274.417480
	Iteration 11Q: 3 clusters Score -4533992 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4534028.000000 Penalty: 5274.417480
	Iteration 12Q: 3 clusters Score -4534028 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4534077.000000 Penalty: 5274.417480
	Iteration 13Q: 3 clusters Score -4534077 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4534137.500000 Penalty: 5274.417480
	Iteration 14Q: 3 clusters Score -4534138 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4534177.000000 Penalty: 5274.417480
	Iteration 15Q: 3 clusters Score -4534177 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4534220.000000 Penalty: 5274.417480
	Iteration 16Q: 3 clusters Score -4534220 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4534299.000000 Penalty: 5274.417480
	Iteration 17Q: 3 clusters Score -4534299 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4534368.500000 Penalty: 5274.417480
	Iteration 18Q: 3 clusters Score -4534368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4534490.000000 Penalty: 5274.417480
	Iteration 19Q: 3 clusters Score -4534490 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4534639.500000 Penalty: 5274.417480
	Iteration 20F: 3 clusters Score -4534640 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4534846.000000 Penalty: 5274.417480
	Iteration 21Q: 3 clusters Score -4534846 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4535178.500000 Penalty: 5274.417480
	Iteration 22Q: 3 clusters Score -4535178 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4535556.500000 Penalty: 5274.417480
	Iteration 23Q: 3 clusters Score -4535556 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4536129.000000 Penalty: 5274.417480
	Iteration 24Q: 3 clusters Score -4536129 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4536637.500000 Penalty: 5274.417480
	Iteration 25Q: 3 clusters Score -4536638 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4536906.000000 Penalty: 5274.417480
	Iteration 26Q: 3 clusters Score -4536906 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -4536999.500000 Penalty: 5274.417480
	Iteration 27Q: 3 clusters Score -4537000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -4537039.500000 Penalty: 5274.417480
	Iteration 28Q: 3 clusters Score -4537040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4537066.000000 Penalty: 5274.417480
	Iteration 29Q: 3 clusters Score -4537066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4537085.000000 Penalty: 5274.417480
	Iteration 30Q: 3 clusters Score -4537085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -4537086.000000 Penalty: 5274.417480
	Iteration 31Q: 3 clusters Score -4537086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -4537080.000000 Penalty: 5274.417480
	Iteration 32Q: 3 clusters Score -4537080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4537081.500000 Penalty: 5274.417480
	Iteration 33Q: 3 clusters Score -4537082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -4537097.500000 Penalty: 5274.417480
	Iteration 34Q: 3 clusters Score -4537098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -4537100.000000 Penalty: 5274.417480
	Iteration 35Q: 3 clusters Score -4537100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4537102.500000 Penalty: 5274.417480
	Iteration 36Q: 3 clusters Score -4537102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -4537096.500000 Penalty: 5274.417480
	Iteration 37Q: 3 clusters Score -4537096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -4537101.500000 Penalty: 5274.417480
	Iteration 38Q: 3 clusters Score -4537102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -4537107.500000 Penalty: 5274.417480
	Iteration 39Q: 3 clusters Score -4537108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4537107.000000 Penalty: 5274.417480
	Iteration 40F: 3 clusters Score -4537107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 39488 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 73444 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 39261 members 
Mstep: Class 13 contains 23476 members 
Mstep: Class 14 contains 231121 members 
Mstep: Class 15 contains 32833 members 
Mstep: Class 16 contains 42562 members 
Mstep: Class 17 contains 263027 members 
Entering Unmasked Estep 
Score: -88568200.000000 Penalty: 50573.437500
Splitting cluster 8 changes total score from -88562728.000000 to -88568200.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -695643.062500 Penalty: 2185.622070
	Iteration 0F: 2 clusters Score -695643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -690012.312500 Penalty: 4371.244141
	Iteration 0F: 3 clusters Score -690012.3 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -691523.375000 Penalty: 4371.244141
	Iteration 1F: 3 clusters Score -691523.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -691977.875000 Penalty: 4371.244141
	Iteration 2F: 3 clusters Score -691977.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -692480.000000 Penalty: 4371.244141
	Iteration 3F: 3 clusters Score -692480 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -692969.187500 Penalty: 4371.244141
	Iteration 4F: 3 clusters Score -692969.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -693300.937500 Penalty: 4371.244141
	Iteration 5F: 3 clusters Score -693300.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -693529.312500 Penalty: 4371.244141
	Iteration 6Q: 3 clusters Score -693529.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -693684.250000 Penalty: 4371.244141
	Iteration 7Q: 3 clusters Score -693684.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -693784.125000 Penalty: 4371.244141
	Iteration 8Q: 3 clusters Score -693784.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -693854.687500 Penalty: 4371.244141
	Iteration 9Q: 3 clusters Score -693854.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -693912.062500 Penalty: 4371.244141
	Iteration 10Q: 3 clusters Score -693912.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -693953.562500 Penalty: 4371.244141
	Iteration 11Q: 3 clusters Score -693953.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -693988.125000 Penalty: 4371.244141
	Iteration 12Q: 3 clusters Score -693988.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -694016.687500 Penalty: 4371.244141
	Iteration 13Q: 3 clusters Score -694016.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -694036.125000 Penalty: 4371.244141
	Iteration 14Q: 3 clusters Score -694036.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -694048.187500 Penalty: 4371.244141
	Iteration 15Q: 3 clusters Score -694048.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -694062.625000 Penalty: 4371.244141
	Iteration 16Q: 3 clusters Score -694062.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -694070.312500 Penalty: 4371.244141
	Iteration 17Q: 3 clusters Score -694070.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -694072.250000 Penalty: 4371.244141
	Iteration 18Q: 3 clusters Score -694072.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -694075.687500 Penalty: 4371.244141
	Iteration 19Q: 3 clusters Score -694075.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -694079.187500 Penalty: 4371.244141
	Iteration 20F: 3 clusters Score -694079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -694086.937500 Penalty: 4371.244141
	Iteration 21Q: 3 clusters Score -694086.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -694089.437500 Penalty: 4371.244141
	Iteration 22Q: 3 clusters Score -694089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -694090.812500 Penalty: 4371.244141
	Iteration 23Q: 3 clusters Score -694090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -694090.375000 Penalty: 4371.244141
	Iteration 24Q: 3 clusters Score -694090.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -694093.125000 Penalty: 4371.244141
	Iteration 25Q: 3 clusters Score -694093.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -694094.500000 Penalty: 4371.244141
	Iteration 26Q: 3 clusters Score -694094.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -694096.312500 Penalty: 4371.244141
	Iteration 27Q: 3 clusters Score -694096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -694099.875000 Penalty: 4371.244141
	Iteration 28Q: 3 clusters Score -694099.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -694101.375000 Penalty: 4371.244141
	Iteration 29Q: 3 clusters Score -694101.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -694104.500000 Penalty: 4371.244141
	Iteration 30Q: 3 clusters Score -694104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -694106.437500 Penalty: 4371.244141
	Iteration 31Q: 3 clusters Score -694106.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -694108.250000 Penalty: 4371.244141
	Iteration 32Q: 3 clusters Score -694108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -694110.875000 Penalty: 4371.244141
	Iteration 33Q: 3 clusters Score -694110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -694111.750000 Penalty: 4371.244141
	Iteration 34Q: 3 clusters Score -694111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -694113.000000 Penalty: 4371.244141
	Iteration 35Q: 3 clusters Score -694113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -694115.125000 Penalty: 4371.244141
	Iteration 36Q: 3 clusters Score -694115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -694115.125000 Penalty: 4371.244141
	Iteration 37Q: 3 clusters Score -694115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -694115.000000 Penalty: 4371.244141
	Iteration 38Q: 3 clusters Score -694115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -694115.000000 Penalty: 4371.244141
	Iteration 39F: 3 clusters Score -694115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Entering Unmasked Estep 
Score: -2656388.000000 Penalty: 2495.806152
	Iteration 0F: 2 clusters Score -2656388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2639986.500000 Penalty: 4991.612305
	Iteration 0F: 3 clusters Score -2639986 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2645567.750000 Penalty: 4991.612305
	Iteration 1F: 3 clusters Score -2645568 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2645955.250000 Penalty: 4991.612305
	Iteration 2Q: 3 clusters Score -2645955 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2646313.500000 Penalty: 4991.612305
	Iteration 3Q: 3 clusters Score -2646314 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2646709.500000 Penalty: 4991.612305
	Iteration 4Q: 3 clusters Score -2646710 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2647169.250000 Penalty: 4991.612305
	Iteration 5Q: 3 clusters Score -2647169 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2647777.250000 Penalty: 4991.612305
	Iteration 6Q: 3 clusters Score -2647777 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2648615.250000 Penalty: 4991.612305
	Iteration 7F: 3 clusters Score -2648615 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2649619.250000 Penalty: 4991.612305
	Iteration 8F: 3 clusters Score -2649619 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2650631.500000 Penalty: 4991.612305
	Iteration 9F: 3 clusters Score -2650632 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2651604.500000 Penalty: 4991.612305
	Iteration 10F: 3 clusters Score -2651604 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2652441.000000 Penalty: 4991.612305
	Iteration 11Q: 3 clusters Score -2652441 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2653066.250000 Penalty: 4991.612305
	Iteration 12Q: 3 clusters Score -2653066 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2653514.750000 Penalty: 4991.612305
	Iteration 13Q: 3 clusters Score -2653515 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2653828.750000 Penalty: 4991.612305
	Iteration 14Q: 3 clusters Score -2653829 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2654023.250000 Penalty: 4991.612305
	Iteration 15Q: 3 clusters Score -2654023 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2654138.250000 Penalty: 4991.612305
	Iteration 16Q: 3 clusters Score -2654138 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2654213.000000 Penalty: 4991.612305
	Iteration 17Q: 3 clusters Score -2654213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2654247.750000 Penalty: 4991.612305
	Iteration 18Q: 3 clusters Score -2654248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2654266.250000 Penalty: 4991.612305
	Iteration 19Q: 3 clusters Score -2654266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2654282.250000 Penalty: 4991.612305
	Iteration 20F: 3 clusters Score -2654282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2654286.500000 Penalty: 4991.612305
	Iteration 21Q: 3 clusters Score -2654286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2654293.000000 Penalty: 4991.612305
	Iteration 22Q: 3 clusters Score -2654293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2654302.250000 Penalty: 4991.612305
	Iteration 23Q: 3 clusters Score -2654302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2654306.000000 Penalty: 4991.612305
	Iteration 24Q: 3 clusters Score -2654306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2654311.250000 Penalty: 4991.612305
	Iteration 25Q: 3 clusters Score -2654311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2654311.250000 Penalty: 4991.612305
	Iteration 26Q: 3 clusters Score -2654311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2654313.250000 Penalty: 4991.612305
	Iteration 27Q: 3 clusters Score -2654313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2654318.000000 Penalty: 4991.612305
	Iteration 28Q: 3 clusters Score -2654318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2654320.250000 Penalty: 4991.612305
	Iteration 29Q: 3 clusters Score -2654320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2654324.500000 Penalty: 4991.612305
	Iteration 30Q: 3 clusters Score -2654324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2654324.250000 Penalty: 4991.612305
	Iteration 31Q: 3 clusters Score -2654324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2654324.250000 Penalty: 4991.612305
	Iteration 32Q: 3 clusters Score -2654324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2654324.750000 Penalty: 4991.612305
	Iteration 33Q: 3 clusters Score -2654325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2654329.250000 Penalty: 4991.612305
	Iteration 34Q: 3 clusters Score -2654329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2654329.000000 Penalty: 4991.612305
	Iteration 35Q: 3 clusters Score -2654329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2654329.000000 Penalty: 4991.612305
	Iteration 36F: 3 clusters Score -2654329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (231121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231121 members 
Entering Unmasked Estep 
Score: -25853710.000000 Penalty: 3062.972656
	Iteration 0F: 2 clusters Score -2.585371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115567 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -25706266.000000 Penalty: 6125.945312
	Iteration 0F: 3 clusters Score -2.570627e+07 nChanged 111761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -25772428.000000 Penalty: 6125.945312
	Iteration 1F: 3 clusters Score -2.577243e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115029 members 
Mstep: Class 2 contains 116092 members 
Entering Unmasked Estep 
Score: -25774250.000000 Penalty: 6125.945312
	Iteration 2Q: 3 clusters Score -2.577425e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114898 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -25776992.000000 Penalty: 6125.945312
	Iteration 3Q: 3 clusters Score -2.577699e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 116484 members 
Entering Unmasked Estep 
Score: -25781762.000000 Penalty: 6125.945312
	Iteration 4Q: 3 clusters Score -2.578176e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 116729 members 
Entering Unmasked Estep 
Score: -25788946.000000 Penalty: 6125.945312
	Iteration 5F: 3 clusters Score -2.578895e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -25797964.000000 Penalty: 6125.945312
	Iteration 6F: 3 clusters Score -2.579796e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114101 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -25808458.000000 Penalty: 6125.945312
	Iteration 7F: 3 clusters Score -2.580846e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -25818264.000000 Penalty: 6125.945312
	Iteration 8F: 3 clusters Score -2.581826e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113813 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -25825108.000000 Penalty: 6125.945312
	Iteration 9F: 3 clusters Score -2.582511e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113828 members 
Mstep: Class 2 contains 117293 members 
Entering Unmasked Estep 
Score: -25828524.000000 Penalty: 6125.945312
	Iteration 10Q: 3 clusters Score -2.582852e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 117265 members 
Entering Unmasked Estep 
Score: -25830356.000000 Penalty: 6125.945312
	Iteration 11Q: 3 clusters Score -2.583036e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -25831258.000000 Penalty: 6125.945312
	Iteration 12Q: 3 clusters Score -2.583126e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -25831994.000000 Penalty: 6125.945312
	Iteration 13Q: 3 clusters Score -2.583199e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -25832502.000000 Penalty: 6125.945312
	Iteration 14Q: 3 clusters Score -2.58325e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -25833118.000000 Penalty: 6125.945312
	Iteration 15Q: 3 clusters Score -2.583312e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113351 members 
Mstep: Class 2 contains 117770 members 
Entering Unmasked Estep 
Score: -25833662.000000 Penalty: 6125.945312
	Iteration 16Q: 3 clusters Score -2.583366e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -25834208.000000 Penalty: 6125.945312
	Iteration 17Q: 3 clusters Score -2.583421e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -25834788.000000 Penalty: 6125.945312
	Iteration 18Q: 3 clusters Score -2.583479e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -25835180.000000 Penalty: 6125.945312
	Iteration 19Q: 3 clusters Score -2.583518e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -25835666.000000 Penalty: 6125.945312
	Iteration 20F: 3 clusters Score -2.583567e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112270 members 
Mstep: Class 2 contains 118851 members 
Entering Unmasked Estep 
Score: -25835900.000000 Penalty: 6125.945312
	Iteration 21Q: 3 clusters Score -2.58359e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -25836264.000000 Penalty: 6125.945312
	Iteration 22Q: 3 clusters Score -2.583626e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -25836454.000000 Penalty: 6125.945312
	Iteration 23Q: 3 clusters Score -2.583645e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 119304 members 
Entering Unmasked Estep 
Score: -25836578.000000 Penalty: 6125.945312
	Iteration 24Q: 3 clusters Score -2.583658e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -25836616.000000 Penalty: 6125.945312
	Iteration 25Q: 3 clusters Score -2.583662e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -25836646.000000 Penalty: 6125.945312
	Iteration 26Q: 3 clusters Score -2.583665e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 119945 members 
Entering Unmasked Estep 
Score: -25836726.000000 Penalty: 6125.945312
	Iteration 27Q: 3 clusters Score -2.583673e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -25836794.000000 Penalty: 6125.945312
	Iteration 28Q: 3 clusters Score -2.583679e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 120426 members 
Entering Unmasked Estep 
Score: -25836874.000000 Penalty: 6125.945312
	Iteration 29Q: 3 clusters Score -2.583687e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 120703 members 
Entering Unmasked Estep 
Score: -25836924.000000 Penalty: 6125.945312
	Iteration 30Q: 3 clusters Score -2.583692e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 120991 members 
Entering Unmasked Estep 
Score: -25836982.000000 Penalty: 6125.945312
	Iteration 31Q: 3 clusters Score -2.583698e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109867 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -25837036.000000 Penalty: 6125.945312
	Iteration 32Q: 3 clusters Score -2.583704e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 121519 members 
Entering Unmasked Estep 
Score: -25837146.000000 Penalty: 6125.945312
	Iteration 33Q: 3 clusters Score -2.583715e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 121741 members 
Entering Unmasked Estep 
Score: -25837180.000000 Penalty: 6125.945312
	Iteration 34Q: 3 clusters Score -2.583718e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 121959 members 
Entering Unmasked Estep 
Score: -25837174.000000 Penalty: 6125.945312
	Iteration 35Q: 3 clusters Score -2.583717e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 122176 members 
Entering Unmasked Estep 
Score: -25837154.000000 Penalty: 6125.945312
	Iteration 36Q: 3 clusters Score -2.583715e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 122433 members 
Entering Unmasked Estep 
Score: -25837206.000000 Penalty: 6125.945312
	Iteration 37Q: 3 clusters Score -2.583721e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 122677 members 
Entering Unmasked Estep 
Score: -25837214.000000 Penalty: 6125.945312
	Iteration 38Q: 3 clusters Score -2.583721e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 122943 members 
Entering Unmasked Estep 
Score: -25837238.000000 Penalty: 6125.945312
	Iteration 39Q: 3 clusters Score -2.583724e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -25837264.000000 Penalty: 6125.945312
	Iteration 40F: 3 clusters Score -2.583726e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -25837302.000000 Penalty: 6125.945312
	Iteration 41Q: 3 clusters Score -2.58373e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -25837350.000000 Penalty: 6125.945312
	Iteration 42Q: 3 clusters Score -2.583735e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -25837334.000000 Penalty: 6125.945312
	Iteration 43Q: 3 clusters Score -2.583733e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -25837408.000000 Penalty: 6125.945312
	Iteration 44Q: 3 clusters Score -2.583741e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 124764 members 
Entering Unmasked Estep 
Score: -25837362.000000 Penalty: 6125.945312
	Iteration 45Q: 3 clusters Score -2.583736e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106048 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -25837342.000000 Penalty: 6125.945312
	Iteration 46Q: 3 clusters Score -2.583734e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -25837276.000000 Penalty: 6125.945312
	Iteration 47Q: 3 clusters Score -2.583728e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 125695 members 
Entering Unmasked Estep 
Score: -25837340.000000 Penalty: 6125.945312
	Iteration 48Q: 3 clusters Score -2.583734e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -25837360.000000 Penalty: 6125.945312
	Iteration 49Q: 3 clusters Score -2.583736e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -25837396.000000 Penalty: 6125.945312
	Iteration 50Q: 3 clusters Score -2.58374e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 126675 members 
Entering Unmasked Estep 
Score: -25837476.000000 Penalty: 6125.945312
	Iteration 51Q: 3 clusters Score -2.583748e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -25837508.000000 Penalty: 6125.945312
	Iteration 52Q: 3 clusters Score -2.583751e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -25837578.000000 Penalty: 6125.945312
	Iteration 53Q: 3 clusters Score -2.583758e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 127597 members 
Entering Unmasked Estep 
Score: -25837592.000000 Penalty: 6125.945312
	Iteration 54Q: 3 clusters Score -2.583759e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -25837592.000000 Penalty: 6125.945312
	Iteration 55Q: 3 clusters Score -2.583759e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 128227 members 
Entering Unmasked Estep 
Score: -25837670.000000 Penalty: 6125.945312
	Iteration 56Q: 3 clusters Score -2.583767e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -25837658.000000 Penalty: 6125.945312
	Iteration 57Q: 3 clusters Score -2.583766e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 128918 members 
Entering Unmasked Estep 
Score: -25837640.000000 Penalty: 6125.945312
	Iteration 58Q: 3 clusters Score -2.583764e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -25837680.000000 Penalty: 6125.945312
	Iteration 59Q: 3 clusters Score -2.583768e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -25837652.000000 Penalty: 6125.945312
	Iteration 60F: 3 clusters Score -2.583765e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 130118 members 
Entering Unmasked Estep 
Score: -25837598.000000 Penalty: 6125.945312
	Iteration 61Q: 3 clusters Score -2.58376e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100565 members 
Mstep: Class 2 contains 130556 members 
Entering Unmasked Estep 
Score: -25837588.000000 Penalty: 6125.945312
	Iteration 62Q: 3 clusters Score -2.583759e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 130968 members 
Entering Unmasked Estep 
Score: -25837570.000000 Penalty: 6125.945312
	Iteration 63Q: 3 clusters Score -2.583757e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -25837574.000000 Penalty: 6125.945312
	Iteration 64Q: 3 clusters Score -2.583757e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 131724 members 
Entering Unmasked Estep 
Score: -25837556.000000 Penalty: 6125.945312
	Iteration 65Q: 3 clusters Score -2.583756e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 132060 members 
Entering Unmasked Estep 
Score: -25837554.000000 Penalty: 6125.945312
	Iteration 66Q: 3 clusters Score -2.583755e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 132370 members 
Entering Unmasked Estep 
Score: -25837610.000000 Penalty: 6125.945312
	Iteration 67Q: 3 clusters Score -2.583761e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -25837582.000000 Penalty: 6125.945312
	Iteration 68Q: 3 clusters Score -2.583758e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
Score: -25837598.000000 Penalty: 6125.945312
	Iteration 69Q: 3 clusters Score -2.58376e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 133311 members 
Entering Unmasked Estep 
Score: -25837632.000000 Penalty: 6125.945312
	Iteration 70Q: 3 clusters Score -2.583763e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -25837664.000000 Penalty: 6125.945312
	Iteration 71Q: 3 clusters Score -2.583766e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -25837672.000000 Penalty: 6125.945312
	Iteration 72Q: 3 clusters Score -2.583767e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 134500 members 
Entering Unmasked Estep 
Score: -25837694.000000 Penalty: 6125.945312
	Iteration 73Q: 3 clusters Score -2.583769e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 134923 members 
Entering Unmasked Estep 
Score: -25837700.000000 Penalty: 6125.945312
	Iteration 74Q: 3 clusters Score -2.58377e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 135369 members 
Entering Unmasked Estep 
Score: -25837712.000000 Penalty: 6125.945312
	Iteration 75Q: 3 clusters Score -2.583771e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 135835 members 
Entering Unmasked Estep 
Score: -25837736.000000 Penalty: 6125.945312
	Iteration 76Q: 3 clusters Score -2.583774e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -25837824.000000 Penalty: 6125.945312
	Iteration 77Q: 3 clusters Score -2.583782e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 136790 members 
Entering Unmasked Estep 
Score: -25837754.000000 Penalty: 6125.945312
	Iteration 78Q: 3 clusters Score -2.583775e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -25837840.000000 Penalty: 6125.945312
	Iteration 79Q: 3 clusters Score -2.583784e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -25837812.000000 Penalty: 6125.945312
	Iteration 80F: 3 clusters Score -2.583781e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 138292 members 
Entering Unmasked Estep 
Score: -25837880.000000 Penalty: 6125.945312
	Iteration 81Q: 3 clusters Score -2.583788e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 138795 members 
Entering Unmasked Estep 
Score: -25837910.000000 Penalty: 6125.945312
	Iteration 82Q: 3 clusters Score -2.583791e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 139326 members 
Entering Unmasked Estep 
Score: -25837848.000000 Penalty: 6125.945312
	Iteration 83Q: 3 clusters Score -2.583785e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 139846 members 
Entering Unmasked Estep 
Score: -25837894.000000 Penalty: 6125.945312
	Iteration 84Q: 3 clusters Score -2.583789e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 140378 members 
Entering Unmasked Estep 
Score: -25837874.000000 Penalty: 6125.945312
	Iteration 85Q: 3 clusters Score -2.583787e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -25837876.000000 Penalty: 6125.945312
	Iteration 86Q: 3 clusters Score -2.583788e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 141410 members 
Entering Unmasked Estep 
Score: -25837916.000000 Penalty: 6125.945312
	Iteration 87Q: 3 clusters Score -2.583792e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 141947 members 
Entering Unmasked Estep 
Score: -25837906.000000 Penalty: 6125.945312
	Iteration 88Q: 3 clusters Score -2.583791e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -25837950.000000 Penalty: 6125.945312
	Iteration 89Q: 3 clusters Score -2.583795e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 143073 members 
Entering Unmasked Estep 
Score: -25838002.000000 Penalty: 6125.945312
	Iteration 90Q: 3 clusters Score -2.5838e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 143646 members 
Entering Unmasked Estep 
Score: -25837922.000000 Penalty: 6125.945312
	Iteration 91Q: 3 clusters Score -2.583792e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 144258 members 
Entering Unmasked Estep 
Score: -25837964.000000 Penalty: 6125.945312
	Iteration 92Q: 3 clusters Score -2.583796e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -25837986.000000 Penalty: 6125.945312
	Iteration 93Q: 3 clusters Score -2.583799e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 145496 members 
Entering Unmasked Estep 
Score: -25837932.000000 Penalty: 6125.945312
	Iteration 94Q: 3 clusters Score -2.583793e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 146121 members 
Entering Unmasked Estep 
Score: -25837978.000000 Penalty: 6125.945312
	Iteration 95Q: 3 clusters Score -2.583798e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -25838024.000000 Penalty: 6125.945312
	Iteration 96Q: 3 clusters Score -2.583802e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -25838038.000000 Penalty: 6125.945312
	Iteration 97Q: 3 clusters Score -2.583804e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 148175 members 
Entering Unmasked Estep 
Score: -25838028.000000 Penalty: 6125.945312
	Iteration 98Q: 3 clusters Score -2.583803e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 148925 members 
Entering Unmasked Estep 
Score: -25838068.000000 Penalty: 6125.945312
	Iteration 99Q: 3 clusters Score -2.583807e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 149717 members 
Entering Unmasked Estep 
Score: -25838100.000000 Penalty: 6125.945312
	Iteration 100F: 3 clusters Score -2.58381e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 150580 members 
Entering Unmasked Estep 
Score: -25838100.000000 Penalty: 6125.945312
	Iteration 101Q: 3 clusters Score -2.58381e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -25838098.000000 Penalty: 6125.945312
	Iteration 102Q: 3 clusters Score -2.58381e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 152334 members 
Entering Unmasked Estep 
Score: -25838172.000000 Penalty: 6125.945312
	Iteration 103Q: 3 clusters Score -2.583817e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 153269 members 
Entering Unmasked Estep 
Score: -25838238.000000 Penalty: 6125.945312
	Iteration 104Q: 3 clusters Score -2.583824e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 154258 members 
Entering Unmasked Estep 
Score: -25838254.000000 Penalty: 6125.945312
	Iteration 105Q: 3 clusters Score -2.583825e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -25838302.000000 Penalty: 6125.945312
	Iteration 106Q: 3 clusters Score -2.58383e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 156376 members 
Entering Unmasked Estep 
Score: -25838380.000000 Penalty: 6125.945312
	Iteration 107Q: 3 clusters Score -2.583838e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 157552 members 
Entering Unmasked Estep 
Score: -25838558.000000 Penalty: 6125.945312
	Iteration 108Q: 3 clusters Score -2.583856e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 158851 members 
Entering Unmasked Estep 
Score: -25838660.000000 Penalty: 6125.945312
	Iteration 109Q: 3 clusters Score -2.583866e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -25838862.000000 Penalty: 6125.945312
	Iteration 110Q: 3 clusters Score -2.583886e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -25838858.000000 Penalty: 6125.945312
	Iteration 111Q: 3 clusters Score -2.583886e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -25839036.000000 Penalty: 6125.945312
	Iteration 112Q: 3 clusters Score -2.583904e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 164850 members 
Entering Unmasked Estep 
Score: -25839258.000000 Penalty: 6125.945312
	Iteration 113Q: 3 clusters Score -2.583926e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -25839542.000000 Penalty: 6125.945312
	Iteration 114Q: 3 clusters Score -2.583954e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -25839834.000000 Penalty: 6125.945312
	Iteration 115Q: 3 clusters Score -2.583983e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -25840168.000000 Penalty: 6125.945312
	Iteration 116Q: 3 clusters Score -2.584017e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -25840528.000000 Penalty: 6125.945312
	Iteration 117Q: 3 clusters Score -2.584053e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 174108 members 
Entering Unmasked Estep 
Score: -25840924.000000 Penalty: 6125.945312
	Iteration 118Q: 3 clusters Score -2.584092e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -25841432.000000 Penalty: 6125.945312
	Iteration 119Q: 3 clusters Score -2.584143e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 178493 members 
Entering Unmasked Estep 
Score: -25842006.000000 Penalty: 6125.945312
	Iteration 120F: 3 clusters Score -2.584201e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 180777 members 
Entering Unmasked Estep 
Score: -25842648.000000 Penalty: 6125.945312
	Iteration 121Q: 3 clusters Score -2.584265e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 183185 members 
Entering Unmasked Estep 
Score: -25843562.000000 Penalty: 6125.945312
	Iteration 122Q: 3 clusters Score -2.584356e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 185662 members 
Entering Unmasked Estep 
Score: -25844538.000000 Penalty: 6125.945312
	Iteration 123Q: 3 clusters Score -2.584454e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 188213 members 
Entering Unmasked Estep 
Score: -25845618.000000 Penalty: 6125.945312
	Iteration 124Q: 3 clusters Score -2.584562e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 190710 members 
Entering Unmasked Estep 
Score: -25846652.000000 Penalty: 6125.945312
	Iteration 125Q: 3 clusters Score -2.584665e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 193061 members 
Entering Unmasked Estep 
Score: -25847762.000000 Penalty: 6125.945312
	Iteration 126Q: 3 clusters Score -2.584776e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 195298 members 
Entering Unmasked Estep 
Score: -25848792.000000 Penalty: 6125.945312
	Iteration 127Q: 3 clusters Score -2.584879e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 197374 members 
Entering Unmasked Estep 
Score: -25849540.000000 Penalty: 6125.945312
	Iteration 128Q: 3 clusters Score -2.584954e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 199295 members 
Entering Unmasked Estep 
Score: -25850206.000000 Penalty: 6125.945312
	Iteration 129Q: 3 clusters Score -2.585021e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 201163 members 
Entering Unmasked Estep 
Score: -25850684.000000 Penalty: 6125.945312
	Iteration 130Q: 3 clusters Score -2.585068e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 202914 members 
Entering Unmasked Estep 
Score: -25851194.000000 Penalty: 6125.945312
	Iteration 131Q: 3 clusters Score -2.585119e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 204572 members 
Entering Unmasked Estep 
Score: -25851548.000000 Penalty: 6125.945312
	Iteration 132Q: 3 clusters Score -2.585155e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 206164 members 
Entering Unmasked Estep 
Score: -25851958.000000 Penalty: 6125.945312
	Iteration 133Q: 3 clusters Score -2.585196e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 207710 members 
Entering Unmasked Estep 
Score: -25852306.000000 Penalty: 6125.945312
	Iteration 134Q: 3 clusters Score -2.585231e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 209225 members 
Entering Unmasked Estep 
Score: -25852762.000000 Penalty: 6125.945312
	Iteration 135Q: 3 clusters Score -2.585276e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 210668 members 
Entering Unmasked Estep 
Score: -25852972.000000 Penalty: 6125.945312
	Iteration 136Q: 3 clusters Score -2.585297e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -25853334.000000 Penalty: 6125.945312
	Iteration 137Q: 3 clusters Score -2.585333e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 213417 members 
Entering Unmasked Estep 
Score: -25853622.000000 Penalty: 6125.945312
	Iteration 138Q: 3 clusters Score -2.585362e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 214662 members 
Entering Unmasked Estep 
Score: -25853976.000000 Penalty: 6125.945312
	Iteration 139Q: 3 clusters Score -2.585398e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 215802 members 
Entering Unmasked Estep 
Score: -25854220.000000 Penalty: 6125.945312
	Iteration 140F: 3 clusters Score -2.585422e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 216835 members 
Entering Unmasked Estep 
Score: -25854394.000000 Penalty: 6125.945312
	Iteration 141Q: 3 clusters Score -2.585439e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 217808 members 
Entering Unmasked Estep 
Score: -25854624.000000 Penalty: 6125.945312
	Iteration 142Q: 3 clusters Score -2.585462e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 218669 members 
Entering Unmasked Estep 
Score: -25854878.000000 Penalty: 6125.945312
	Iteration 143Q: 3 clusters Score -2.585488e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 219506 members 
Entering Unmasked Estep 
Score: -25855074.000000 Penalty: 6125.945312
	Iteration 144Q: 3 clusters Score -2.585507e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 220219 members 
Entering Unmasked Estep 
Score: -25855120.000000 Penalty: 6125.945312
	Iteration 145Q: 3 clusters Score -2.585512e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 220891 members 
Entering Unmasked Estep 
Score: -25855078.000000 Penalty: 6125.945312
	Iteration 146Q: 3 clusters Score -2.585508e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 221448 members 
Entering Unmasked Estep 
Score: -25855072.000000 Penalty: 6125.945312
	Iteration 147Q: 3 clusters Score -2.585507e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 221958 members 
Entering Unmasked Estep 
Score: -25854848.000000 Penalty: 6125.945312
	Iteration 148Q: 3 clusters Score -2.585485e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 222400 members 
Entering Unmasked Estep 
Score: -25854752.000000 Penalty: 6125.945312
	Iteration 149Q: 3 clusters Score -2.585475e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 222790 members 
Entering Unmasked Estep 
Score: -25854740.000000 Penalty: 6125.945312
	Iteration 150Q: 3 clusters Score -2.585474e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 223124 members 
Entering Unmasked Estep 
Score: -25854702.000000 Penalty: 6125.945312
	Iteration 151Q: 3 clusters Score -2.58547e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 223457 members 
Entering Unmasked Estep 
Score: -25854640.000000 Penalty: 6125.945312
	Iteration 152Q: 3 clusters Score -2.585464e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 223773 members 
Entering Unmasked Estep 
Score: -25854658.000000 Penalty: 6125.945312
	Iteration 153Q: 3 clusters Score -2.585466e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 224060 members 
Entering Unmasked Estep 
Score: -25854662.000000 Penalty: 6125.945312
	Iteration 154Q: 3 clusters Score -2.585466e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 224301 members 
Entering Unmasked Estep 
Score: -25854678.000000 Penalty: 6125.945312
	Iteration 155Q: 3 clusters Score -2.585468e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 224491 members 
Entering Unmasked Estep 
Score: -25854658.000000 Penalty: 6125.945312
	Iteration 156Q: 3 clusters Score -2.585466e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 224670 members 
Entering Unmasked Estep 
Score: -25854628.000000 Penalty: 6125.945312
	Iteration 157Q: 3 clusters Score -2.585463e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 224847 members 
Entering Unmasked Estep 
Score: -25854602.000000 Penalty: 6125.945312
	Iteration 158Q: 3 clusters Score -2.58546e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 225014 members 
Entering Unmasked Estep 
Score: -25854556.000000 Penalty: 6125.945312
	Iteration 159Q: 3 clusters Score -2.585456e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 225150 members 
Entering Unmasked Estep 
Score: -25854538.000000 Penalty: 6125.945312
	Iteration 160F: 3 clusters Score -2.585454e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 225272 members 
Entering Unmasked Estep 
Score: -25854522.000000 Penalty: 6125.945312
	Iteration 161Q: 3 clusters Score -2.585452e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 225410 members 
Entering Unmasked Estep 
Score: -25854476.000000 Penalty: 6125.945312
	Iteration 162Q: 3 clusters Score -2.585448e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 225520 members 
Entering Unmasked Estep 
Score: -25854462.000000 Penalty: 6125.945312
	Iteration 163Q: 3 clusters Score -2.585446e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 225625 members 
Entering Unmasked Estep 
Score: -25854472.000000 Penalty: 6125.945312
	Iteration 164Q: 3 clusters Score -2.585447e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 225707 members 
Entering Unmasked Estep 
Score: -25854456.000000 Penalty: 6125.945312
	Iteration 165Q: 3 clusters Score -2.585446e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -25854446.000000 Penalty: 6125.945312
	Iteration 166Q: 3 clusters Score -2.585445e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 225841 members 
Entering Unmasked Estep 
Score: -25854438.000000 Penalty: 6125.945312
	Iteration 167Q: 3 clusters Score -2.585444e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 225897 members 
Entering Unmasked Estep 
Score: -25854440.000000 Penalty: 6125.945312
	Iteration 168Q: 3 clusters Score -2.585444e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 225960 members 
Entering Unmasked Estep 
Score: -25854418.000000 Penalty: 6125.945312
	Iteration 169Q: 3 clusters Score -2.585442e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 226015 members 
Entering Unmasked Estep 
Score: -25854384.000000 Penalty: 6125.945312
	Iteration 170Q: 3 clusters Score -2.585438e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 226059 members 
Entering Unmasked Estep 
Score: -25854376.000000 Penalty: 6125.945312
	Iteration 171Q: 3 clusters Score -2.585438e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 226105 members 
Entering Unmasked Estep 
Score: -25854378.000000 Penalty: 6125.945312
	Iteration 172Q: 3 clusters Score -2.585438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 226146 members 
Entering Unmasked Estep 
Score: -25854370.000000 Penalty: 6125.945312
	Iteration 173Q: 3 clusters Score -2.585437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 226172 members 
Entering Unmasked Estep 
Score: -25854360.000000 Penalty: 6125.945312
	Iteration 174Q: 3 clusters Score -2.585436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 226195 members 
Entering Unmasked Estep 
Score: -25854358.000000 Penalty: 6125.945312
	Iteration 175Q: 3 clusters Score -2.585436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 226220 members 
Entering Unmasked Estep 
Score: -25854344.000000 Penalty: 6125.945312
	Iteration 176Q: 3 clusters Score -2.585434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 226243 members 
Entering Unmasked Estep 
Score: -25854350.000000 Penalty: 6125.945312
	Iteration 177Q: 3 clusters Score -2.585435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 226258 members 
Entering Unmasked Estep 
Score: -25854378.000000 Penalty: 6125.945312
	Iteration 178Q: 3 clusters Score -2.585438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 226268 members 
Entering Unmasked Estep 
Score: -25854358.000000 Penalty: 6125.945312
	Iteration 179Q: 3 clusters Score -2.585436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 226274 members 
Entering Unmasked Estep 
Score: -25854352.000000 Penalty: 6125.945312
	Iteration 180F: 3 clusters Score -2.585435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 226279 members 
Entering Unmasked Estep 
Score: -25854336.000000 Penalty: 6125.945312
	Iteration 181Q: 3 clusters Score -2.585434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 226289 members 
Entering Unmasked Estep 
Score: -25854352.000000 Penalty: 6125.945312
	Iteration 182Q: 3 clusters Score -2.585435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 226294 members 
Entering Unmasked Estep 
Score: -25854356.000000 Penalty: 6125.945312
	Iteration 183Q: 3 clusters Score -2.585436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 226294 members 
Entering Unmasked Estep 
Score: -25854370.000000 Penalty: 6125.945312
	Iteration 184Q: 3 clusters Score -2.585437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 226296 members 
Entering Unmasked Estep 
Score: -25854358.000000 Penalty: 6125.945312
	Iteration 185Q: 3 clusters Score -2.585436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 226301 members 
Entering Unmasked Estep 
Score: -25854366.000000 Penalty: 6125.945312
	Iteration 186Q: 3 clusters Score -2.585437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 226303 members 
Entering Unmasked Estep 
Score: -25854372.000000 Penalty: 6125.945312
	Iteration 187Q: 3 clusters Score -2.585437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 226305 members 
Entering Unmasked Estep 
Score: -25854376.000000 Penalty: 6125.945312
	Iteration 188Q: 3 clusters Score -2.585438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 226309 members 
Entering Unmasked Estep 
Score: -25854364.000000 Penalty: 6125.945312
	Iteration 189Q: 3 clusters Score -2.585436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 226313 members 
Entering Unmasked Estep 
Score: -25854376.000000 Penalty: 6125.945312
	Iteration 190Q: 3 clusters Score -2.585438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 226321 members 
Entering Unmasked Estep 
Score: -25854372.000000 Penalty: 6125.945312
	Iteration 191Q: 3 clusters Score -2.585437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 226326 members 
Entering Unmasked Estep 
Score: -25854382.000000 Penalty: 6125.945312
	Iteration 192Q: 3 clusters Score -2.585438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 226328 members 
Entering Unmasked Estep 
Score: -25854388.000000 Penalty: 6125.945312
	Iteration 193Q: 3 clusters Score -2.585439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 226339 members 
Entering Unmasked Estep 
Score: -25854382.000000 Penalty: 6125.945312
	Iteration 194Q: 3 clusters Score -2.585438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 226344 members 
Entering Unmasked Estep 
Score: -25854356.000000 Penalty: 6125.945312
	Iteration 195Q: 3 clusters Score -2.585436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 226347 members 
Entering Unmasked Estep 
Score: -25854368.000000 Penalty: 6125.945312
	Iteration 196Q: 3 clusters Score -2.585437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 226353 members 
Entering Unmasked Estep 
Score: -25854358.000000 Penalty: 6125.945312
	Iteration 197Q: 3 clusters Score -2.585436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 226355 members 
Entering Unmasked Estep 
Score: -25854360.000000 Penalty: 6125.945312
	Iteration 198Q: 3 clusters Score -2.585436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 226359 members 
Entering Unmasked Estep 
Score: -25854378.000000 Penalty: 6125.945312
	Iteration 199Q: 3 clusters Score -2.585438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 226361 members 
Entering Unmasked Estep 
Score: -25854378.000000 Penalty: 6125.945312
	Iteration 200F: 3 clusters Score -2.585438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 226364 members 
Entering Unmasked Estep 
Score: -25854358.000000 Penalty: 6125.945312
	Iteration 201Q: 3 clusters Score -2.585436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 226364 members 
Entering Unmasked Estep 
Score: -25854360.000000 Penalty: 6125.945312
	Iteration 202Q: 3 clusters Score -2.585436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 226365 members 
Entering Unmasked Estep 
Score: -25854370.000000 Penalty: 6125.945312
	Iteration 203Q: 3 clusters Score -2.585437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 226368 members 
Entering Unmasked Estep 
Score: -25854374.000000 Penalty: 6125.945312
	Iteration 204Q: 3 clusters Score -2.585437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 226371 members 
Entering Unmasked Estep 
Score: -25854362.000000 Penalty: 6125.945312
	Iteration 205Q: 3 clusters Score -2.585436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 226373 members 
Entering Unmasked Estep 
Score: -25854356.000000 Penalty: 6125.945312
	Iteration 206Q: 3 clusters Score -2.585436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 226373 members 
Entering Unmasked Estep 
Score: -25854356.000000 Penalty: 6125.945312
	Iteration 207F: 3 clusters Score -2.585436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 39488 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 73444 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 39261 members 
Mstep: Class 11 contains 226373 members 
Mstep: Class 13 contains 23476 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 32833 members 
Mstep: Class 16 contains 42562 members 
Mstep: Class 17 contains 263027 members 
Entering Unmasked Estep 
Score: -88567968.000000 Penalty: 53945.000000
Splitting cluster 14 changes total score from -88562728.000000 to -88567968.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (32833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Entering Unmasked Estep 
Score: -3728199.000000 Penalty: 2578.998779
	Iteration 0F: 2 clusters Score -3728199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3705752.250000 Penalty: 5157.997559
	Iteration 0F: 3 clusters Score -3705752 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3713745.000000 Penalty: 5157.997559
	Iteration 1F: 3 clusters Score -3713745 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3714161.500000 Penalty: 5157.997559
	Iteration 2Q: 3 clusters Score -3714162 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3714563.750000 Penalty: 5157.997559
	Iteration 3Q: 3 clusters Score -3714564 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3714995.500000 Penalty: 5157.997559
	Iteration 4Q: 3 clusters Score -3714996 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3715557.750000 Penalty: 5157.997559
	Iteration 5Q: 3 clusters Score -3715558 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3716481.750000 Penalty: 5157.997559
	Iteration 6F: 3 clusters Score -3716482 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3717986.250000 Penalty: 5157.997559
	Iteration 7F: 3 clusters Score -3717986 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3720411.750000 Penalty: 5157.997559
	Iteration 8F: 3 clusters Score -3720412 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3723344.500000 Penalty: 5157.997559
	Iteration 9F: 3 clusters Score -3723344 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3725516.250000 Penalty: 5157.997559
	Iteration 10F: 3 clusters Score -3725516 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3726722.750000 Penalty: 5157.997559
	Iteration 11Q: 3 clusters Score -3726723 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3727350.750000 Penalty: 5157.997559
	Iteration 12Q: 3 clusters Score -3727351 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3727608.750000 Penalty: 5157.997559
	Iteration 13Q: 3 clusters Score -3727609 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3727716.000000 Penalty: 5157.997559
	Iteration 14Q: 3 clusters Score -3727716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3727757.750000 Penalty: 5157.997559
	Iteration 15Q: 3 clusters Score -3727758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3727785.500000 Penalty: 5157.997559
	Iteration 16Q: 3 clusters Score -3727786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3727799.750000 Penalty: 5157.997559
	Iteration 17Q: 3 clusters Score -3727800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3727806.750000 Penalty: 5157.997559
	Iteration 18Q: 3 clusters Score -3727807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3727801.000000 Penalty: 5157.997559
	Iteration 19Q: 3 clusters Score -3727801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3727801.750000 Penalty: 5157.997559
	Iteration 20F: 3 clusters Score -3727802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3727810.500000 Penalty: 5157.997559
	Iteration 21Q: 3 clusters Score -3727810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3727818.250000 Penalty: 5157.997559
	Iteration 22Q: 3 clusters Score -3727818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3727811.750000 Penalty: 5157.997559
	Iteration 23Q: 3 clusters Score -3727812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3727810.500000 Penalty: 5157.997559
	Iteration 24Q: 3 clusters Score -3727810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3727809.000000 Penalty: 5157.997559
	Iteration 25Q: 3 clusters Score -3727809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3727811.500000 Penalty: 5157.997559
	Iteration 26Q: 3 clusters Score -3727812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3727810.500000 Penalty: 5157.997559
	Iteration 27Q: 3 clusters Score -3727810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3727809.250000 Penalty: 5157.997559
	Iteration 28Q: 3 clusters Score -3727809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3727809.250000 Penalty: 5157.997559
	Iteration 29F: 3 clusters Score -3727809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Entering Unmasked Estep 
Score: -4815888.500000 Penalty: 2643.361816
	Iteration 0F: 2 clusters Score -4815888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4787348.000000 Penalty: 5286.723633
	Iteration 0F: 3 clusters Score -4787348 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4799243.500000 Penalty: 5286.723633
	Iteration 1F: 3 clusters Score -4799244 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4801594.000000 Penalty: 5286.723633
	Iteration 2F: 3 clusters Score -4801594 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4804500.500000 Penalty: 5286.723633
	Iteration 3F: 3 clusters Score -4804500 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -4807813.500000 Penalty: 5286.723633
	Iteration 4F: 3 clusters Score -4807814 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -4811052.000000 Penalty: 5286.723633
	Iteration 5F: 3 clusters Score -4811052 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4813952.000000 Penalty: 5286.723633
	Iteration 6F: 3 clusters Score -4813952 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4816322.500000 Penalty: 5286.723633
	Iteration 7F: 3 clusters Score -4816322 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4817703.500000 Penalty: 5286.723633
	Iteration 8Q: 3 clusters Score -4817704 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4818309.500000 Penalty: 5286.723633
	Iteration 9Q: 3 clusters Score -4818310 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4818617.500000 Penalty: 5286.723633
	Iteration 10Q: 3 clusters Score -4818618 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4818826.500000 Penalty: 5286.723633
	Iteration 11Q: 3 clusters Score -4818826 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4818948.500000 Penalty: 5286.723633
	Iteration 12Q: 3 clusters Score -4818948 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4819039.000000 Penalty: 5286.723633
	Iteration 13Q: 3 clusters Score -4819039 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4819085.500000 Penalty: 5286.723633
	Iteration 14Q: 3 clusters Score -4819086 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4819118.000000 Penalty: 5286.723633
	Iteration 15Q: 3 clusters Score -4819118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4819140.500000 Penalty: 5286.723633
	Iteration 16Q: 3 clusters Score -4819140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4819160.500000 Penalty: 5286.723633
	Iteration 17Q: 3 clusters Score -4819160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4819173.500000 Penalty: 5286.723633
	Iteration 18Q: 3 clusters Score -4819174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4819171.500000 Penalty: 5286.723633
	Iteration 19Q: 3 clusters Score -4819172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -4819164.500000 Penalty: 5286.723633
	Iteration 20F: 3 clusters Score -4819164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4819170.000000 Penalty: 5286.723633
	Iteration 21Q: 3 clusters Score -4819170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4819173.000000 Penalty: 5286.723633
	Iteration 22Q: 3 clusters Score -4819173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4819172.500000 Penalty: 5286.723633
	Iteration 23Q: 3 clusters Score -4819172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4819164.500000 Penalty: 5286.723633
	Iteration 24Q: 3 clusters Score -4819164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4819165.000000 Penalty: 5286.723633
	Iteration 25Q: 3 clusters Score -4819165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4819167.500000 Penalty: 5286.723633
	Iteration 26Q: 3 clusters Score -4819168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4819170.000000 Penalty: 5286.723633
	Iteration 27Q: 3 clusters Score -4819170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4819169.500000 Penalty: 5286.723633
	Iteration 28Q: 3 clusters Score -4819170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4819170.000000 Penalty: 5286.723633
	Iteration 29Q: 3 clusters Score -4819170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4819176.000000 Penalty: 5286.723633
	Iteration 30Q: 3 clusters Score -4819176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4819172.000000 Penalty: 5286.723633
	Iteration 31Q: 3 clusters Score -4819172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -4819173.500000 Penalty: 5286.723633
	Iteration 32Q: 3 clusters Score -4819174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4819168.000000 Penalty: 5286.723633
	Iteration 33Q: 3 clusters Score -4819168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4819163.500000 Penalty: 5286.723633
	Iteration 34Q: 3 clusters Score -4819164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4819167.500000 Penalty: 5286.723633
	Iteration 35Q: 3 clusters Score -4819168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4819162.500000 Penalty: 5286.723633
	Iteration 36Q: 3 clusters Score -4819162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4819174.500000 Penalty: 5286.723633
	Iteration 37Q: 3 clusters Score -4819174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4819168.500000 Penalty: 5286.723633
	Iteration 38Q: 3 clusters Score -4819168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4819176.000000 Penalty: 5286.723633
	Iteration 39Q: 3 clusters Score -4819176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4819175.000000 Penalty: 5286.723633
	Iteration 40F: 3 clusters Score -4819175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4819177.500000 Penalty: 5286.723633
	Iteration 41Q: 3 clusters Score -4819178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4819174.000000 Penalty: 5286.723633
	Iteration 42Q: 3 clusters Score -4819174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4819171.500000 Penalty: 5286.723633
	Iteration 43Q: 3 clusters Score -4819172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4819175.000000 Penalty: 5286.723633
	Iteration 44Q: 3 clusters Score -4819175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4819179.500000 Penalty: 5286.723633
	Iteration 45Q: 3 clusters Score -4819180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4819179.500000 Penalty: 5286.723633
	Iteration 46F: 3 clusters Score -4819180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 39488 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 73444 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 39261 members 
Mstep: Class 11 contains 226373 members 
Mstep: Class 12 contains 34262 members 
Mstep: Class 13 contains 23476 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 32833 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 263027 members 
Entering Unmasked Estep 
Score: -88570856.000000 Penalty: 57316.562500
Splitting cluster 16 changes total score from -88562728.000000 to -88570856.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 17 (263027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263027 members 
Entering Unmasked Estep 
Score: -29630268.000000 Penalty: 3095.042969
	Iteration 0F: 2 clusters Score -2.963027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131627 members 
Mstep: Class 2 contains 131400 members 
Entering Unmasked Estep 
Score: -29470896.000000 Penalty: 6190.085938
	Iteration 0F: 3 clusters Score -2.94709e+07 nChanged 127266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130379 members 
Mstep: Class 2 contains 132648 members 
Entering Unmasked Estep 
Score: -29546280.000000 Penalty: 6190.085938
	Iteration 1F: 3 clusters Score -2.954628e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129790 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -29547312.000000 Penalty: 6190.085938
	Iteration 2Q: 3 clusters Score -2.954731e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 134116 members 
Entering Unmasked Estep 
Score: -29548516.000000 Penalty: 6190.085938
	Iteration 3Q: 3 clusters Score -2.954852e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127702 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -29550100.000000 Penalty: 6190.085938
	Iteration 4Q: 3 clusters Score -2.95501e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -29552144.000000 Penalty: 6190.085938
	Iteration 5Q: 3 clusters Score -2.955214e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123475 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -29554914.000000 Penalty: 6190.085938
	Iteration 6Q: 3 clusters Score -2.955491e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119764 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -29559292.000000 Penalty: 6190.085938
	Iteration 7Q: 3 clusters Score -2.955929e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 148212 members 
Entering Unmasked Estep 
Score: -29565698.000000 Penalty: 6190.085938
	Iteration 8F: 3 clusters Score -2.95657e+07 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -29574886.000000 Penalty: 6190.085938
	Iteration 9F: 3 clusters Score -2.957489e+07 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 161837 members 
Entering Unmasked Estep 
Score: -29587208.000000 Penalty: 6190.085938
	Iteration 10F: 3 clusters Score -2.958721e+07 nChanged 16530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 168707 members 
Entering Unmasked Estep 
Score: -29600920.000000 Penalty: 6190.085938
	Iteration 11F: 3 clusters Score -2.960092e+07 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -29610674.000000 Penalty: 6190.085938
	Iteration 12F: 3 clusters Score -2.961067e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 178278 members 
Entering Unmasked Estep 
Score: -29615236.000000 Penalty: 6190.085938
	Iteration 13Q: 3 clusters Score -2.961524e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 182375 members 
Entering Unmasked Estep 
Score: -29617644.000000 Penalty: 6190.085938
	Iteration 14Q: 3 clusters Score -2.961764e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 186483 members 
Entering Unmasked Estep 
Score: -29619568.000000 Penalty: 6190.085938
	Iteration 15Q: 3 clusters Score -2.961957e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 190561 members 
Entering Unmasked Estep 
Score: -29621608.000000 Penalty: 6190.085938
	Iteration 16Q: 3 clusters Score -2.962161e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 194698 members 
Entering Unmasked Estep 
Score: -29623634.000000 Penalty: 6190.085938
	Iteration 17Q: 3 clusters Score -2.962363e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 198792 members 
Entering Unmasked Estep 
Score: -29625340.000000 Penalty: 6190.085938
	Iteration 18Q: 3 clusters Score -2.962534e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 202871 members 
Entering Unmasked Estep 
Score: -29626886.000000 Penalty: 6190.085938
	Iteration 19Q: 3 clusters Score -2.962689e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 206884 members 
Entering Unmasked Estep 
Score: -29628352.000000 Penalty: 6190.085938
	Iteration 20F: 3 clusters Score -2.962835e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 210815 members 
Entering Unmasked Estep 
Score: -29629964.000000 Penalty: 6190.085938
	Iteration 21Q: 3 clusters Score -2.962996e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 214567 members 
Entering Unmasked Estep 
Score: -29631252.000000 Penalty: 6190.085938
	Iteration 22Q: 3 clusters Score -2.963125e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 218030 members 
Entering Unmasked Estep 
Score: -29632418.000000 Penalty: 6190.085938
	Iteration 23Q: 3 clusters Score -2.963242e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 221380 members 
Entering Unmasked Estep 
Score: -29633484.000000 Penalty: 6190.085938
	Iteration 24Q: 3 clusters Score -2.963348e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 224556 members 
Entering Unmasked Estep 
Score: -29633950.000000 Penalty: 6190.085938
	Iteration 25Q: 3 clusters Score -2.963395e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 227537 members 
Entering Unmasked Estep 
Score: -29634374.000000 Penalty: 6190.085938
	Iteration 26Q: 3 clusters Score -2.963437e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 230439 members 
Entering Unmasked Estep 
Score: -29634508.000000 Penalty: 6190.085938
	Iteration 27Q: 3 clusters Score -2.963451e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 233158 members 
Entering Unmasked Estep 
Score: -29634662.000000 Penalty: 6190.085938
	Iteration 28Q: 3 clusters Score -2.963466e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 235512 members 
Entering Unmasked Estep 
Score: -29634708.000000 Penalty: 6190.085938
	Iteration 29Q: 3 clusters Score -2.963471e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 237546 members 
Entering Unmasked Estep 
Score: -29634612.000000 Penalty: 6190.085938
	Iteration 30Q: 3 clusters Score -2.963461e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 239379 members 
Entering Unmasked Estep 
Score: -29634484.000000 Penalty: 6190.085938
	Iteration 31Q: 3 clusters Score -2.963448e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 241018 members 
Entering Unmasked Estep 
Score: -29634324.000000 Penalty: 6190.085938
	Iteration 32Q: 3 clusters Score -2.963432e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 242425 members 
Entering Unmasked Estep 
Score: -29634180.000000 Penalty: 6190.085938
	Iteration 33Q: 3 clusters Score -2.963418e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 243706 members 
Entering Unmasked Estep 
Score: -29634000.000000 Penalty: 6190.085938
	Iteration 34Q: 3 clusters Score -2.9634e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 244797 members 
Entering Unmasked Estep 
Score: -29633858.000000 Penalty: 6190.085938
	Iteration 35Q: 3 clusters Score -2.963386e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 245759 members 
Entering Unmasked Estep 
Score: -29633748.000000 Penalty: 6190.085938
	Iteration 36Q: 3 clusters Score -2.963375e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 246650 members 
Entering Unmasked Estep 
Score: -29633646.000000 Penalty: 6190.085938
	Iteration 37Q: 3 clusters Score -2.963365e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 247504 members 
Entering Unmasked Estep 
Score: -29633424.000000 Penalty: 6190.085938
	Iteration 38Q: 3 clusters Score -2.963342e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 248315 members 
Entering Unmasked Estep 
Score: -29633294.000000 Penalty: 6190.085938
	Iteration 39Q: 3 clusters Score -2.963329e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 248997 members 
Entering Unmasked Estep 
Score: -29633148.000000 Penalty: 6190.085938
	Iteration 40F: 3 clusters Score -2.963315e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 249649 members 
Entering Unmasked Estep 
Score: -29632948.000000 Penalty: 6190.085938
	Iteration 41Q: 3 clusters Score -2.963295e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 250224 members 
Entering Unmasked Estep 
Score: -29632794.000000 Penalty: 6190.085938
	Iteration 42Q: 3 clusters Score -2.963279e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 250758 members 
Entering Unmasked Estep 
Score: -29632704.000000 Penalty: 6190.085938
	Iteration 43Q: 3 clusters Score -2.96327e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 251292 members 
Entering Unmasked Estep 
Score: -29632594.000000 Penalty: 6190.085938
	Iteration 44Q: 3 clusters Score -2.963259e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 251822 members 
Entering Unmasked Estep 
Score: -29632456.000000 Penalty: 6190.085938
	Iteration 45Q: 3 clusters Score -2.963246e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 252307 members 
Entering Unmasked Estep 
Score: -29632306.000000 Penalty: 6190.085938
	Iteration 46Q: 3 clusters Score -2.963231e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 252744 members 
Entering Unmasked Estep 
Score: -29632266.000000 Penalty: 6190.085938
	Iteration 47Q: 3 clusters Score -2.963227e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 253127 members 
Entering Unmasked Estep 
Score: -29632226.000000 Penalty: 6190.085938
	Iteration 48Q: 3 clusters Score -2.963223e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 253471 members 
Entering Unmasked Estep 
Score: -29632040.000000 Penalty: 6190.085938
	Iteration 49Q: 3 clusters Score -2.963204e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 253788 members 
Entering Unmasked Estep 
Score: -29631930.000000 Penalty: 6190.085938
	Iteration 50Q: 3 clusters Score -2.963193e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 254076 members 
Entering Unmasked Estep 
Score: -29631826.000000 Penalty: 6190.085938
	Iteration 51Q: 3 clusters Score -2.963183e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 254335 members 
Entering Unmasked Estep 
Score: -29631676.000000 Penalty: 6190.085938
	Iteration 52Q: 3 clusters Score -2.963168e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 254565 members 
Entering Unmasked Estep 
Score: -29631676.000000 Penalty: 6190.085938
	Iteration 53Q: 3 clusters Score -2.963168e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 254780 members 
Entering Unmasked Estep 
Score: -29631638.000000 Penalty: 6190.085938
	Iteration 54Q: 3 clusters Score -2.963164e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 254975 members 
Entering Unmasked Estep 
Score: -29631458.000000 Penalty: 6190.085938
	Iteration 55Q: 3 clusters Score -2.963146e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 255175 members 
Entering Unmasked Estep 
Score: -29631386.000000 Penalty: 6190.085938
	Iteration 56Q: 3 clusters Score -2.963139e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 255365 members 
Entering Unmasked Estep 
Score: -29631286.000000 Penalty: 6190.085938
	Iteration 57Q: 3 clusters Score -2.963129e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 255543 members 
Entering Unmasked Estep 
Score: -29631220.000000 Penalty: 6190.085938
	Iteration 58Q: 3 clusters Score -2.963122e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 255691 members 
Entering Unmasked Estep 
Score: -29631124.000000 Penalty: 6190.085938
	Iteration 59Q: 3 clusters Score -2.963112e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 255847 members 
Entering Unmasked Estep 
Score: -29631116.000000 Penalty: 6190.085938
	Iteration 60F: 3 clusters Score -2.963112e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 256002 members 
Entering Unmasked Estep 
Score: -29631078.000000 Penalty: 6190.085938
	Iteration 61Q: 3 clusters Score -2.963108e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 256142 members 
Entering Unmasked Estep 
Score: -29631084.000000 Penalty: 6190.085938
	Iteration 62Q: 3 clusters Score -2.963108e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 256278 members 
Entering Unmasked Estep 
Score: -29630990.000000 Penalty: 6190.085938
	Iteration 63Q: 3 clusters Score -2.963099e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 256402 members 
Entering Unmasked Estep 
Score: -29630950.000000 Penalty: 6190.085938
	Iteration 64Q: 3 clusters Score -2.963095e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 256515 members 
Entering Unmasked Estep 
Score: -29630922.000000 Penalty: 6190.085938
	Iteration 65Q: 3 clusters Score -2.963092e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 256638 members 
Entering Unmasked Estep 
Score: -29630830.000000 Penalty: 6190.085938
	Iteration 66Q: 3 clusters Score -2.963083e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 256750 members 
Entering Unmasked Estep 
Score: -29630814.000000 Penalty: 6190.085938
	Iteration 67Q: 3 clusters Score -2.963081e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 256850 members 
Entering Unmasked Estep 
Score: -29630804.000000 Penalty: 6190.085938
	Iteration 68Q: 3 clusters Score -2.96308e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 256938 members 
Entering Unmasked Estep 
Score: -29630760.000000 Penalty: 6190.085938
	Iteration 69Q: 3 clusters Score -2.963076e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 257014 members 
Entering Unmasked Estep 
Score: -29630728.000000 Penalty: 6190.085938
	Iteration 70Q: 3 clusters Score -2.963073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 257091 members 
Entering Unmasked Estep 
Score: -29630700.000000 Penalty: 6190.085938
	Iteration 71Q: 3 clusters Score -2.96307e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 257159 members 
Entering Unmasked Estep 
Score: -29630722.000000 Penalty: 6190.085938
	Iteration 72Q: 3 clusters Score -2.963072e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 257226 members 
Entering Unmasked Estep 
Score: -29630670.000000 Penalty: 6190.085938
	Iteration 73Q: 3 clusters Score -2.963067e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 257305 members 
Entering Unmasked Estep 
Score: -29630648.000000 Penalty: 6190.085938
	Iteration 74Q: 3 clusters Score -2.963065e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 257373 members 
Entering Unmasked Estep 
Score: -29630588.000000 Penalty: 6190.085938
	Iteration 75Q: 3 clusters Score -2.963059e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 257445 members 
Entering Unmasked Estep 
Score: -29630544.000000 Penalty: 6190.085938
	Iteration 76Q: 3 clusters Score -2.963054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 257510 members 
Entering Unmasked Estep 
Score: -29630520.000000 Penalty: 6190.085938
	Iteration 77Q: 3 clusters Score -2.963052e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 257566 members 
Entering Unmasked Estep 
Score: -29630552.000000 Penalty: 6190.085938
	Iteration 78Q: 3 clusters Score -2.963055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 257603 members 
Entering Unmasked Estep 
Score: -29630514.000000 Penalty: 6190.085938
	Iteration 79Q: 3 clusters Score -2.963051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 257638 members 
Entering Unmasked Estep 
Score: -29630494.000000 Penalty: 6190.085938
	Iteration 80F: 3 clusters Score -2.963049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 257665 members 
Entering Unmasked Estep 
Score: -29630498.000000 Penalty: 6190.085938
	Iteration 81Q: 3 clusters Score -2.96305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 257696 members 
Entering Unmasked Estep 
Score: -29630466.000000 Penalty: 6190.085938
	Iteration 82Q: 3 clusters Score -2.963047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 257726 members 
Entering Unmasked Estep 
Score: -29630448.000000 Penalty: 6190.085938
	Iteration 83Q: 3 clusters Score -2.963045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 257751 members 
Entering Unmasked Estep 
Score: -29630446.000000 Penalty: 6190.085938
	Iteration 84Q: 3 clusters Score -2.963045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 257784 members 
Entering Unmasked Estep 
Score: -29630444.000000 Penalty: 6190.085938
	Iteration 85Q: 3 clusters Score -2.963044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 257808 members 
Entering Unmasked Estep 
Score: -29630436.000000 Penalty: 6190.085938
	Iteration 86Q: 3 clusters Score -2.963044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 257832 members 
Entering Unmasked Estep 
Score: -29630416.000000 Penalty: 6190.085938
	Iteration 87Q: 3 clusters Score -2.963042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 257849 members 
Entering Unmasked Estep 
Score: -29630404.000000 Penalty: 6190.085938
	Iteration 88Q: 3 clusters Score -2.96304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 257860 members 
Entering Unmasked Estep 
Score: -29630404.000000 Penalty: 6190.085938
	Iteration 89Q: 3 clusters Score -2.96304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 257870 members 
Entering Unmasked Estep 
Score: -29630396.000000 Penalty: 6190.085938
	Iteration 90Q: 3 clusters Score -2.96304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 257879 members 
Entering Unmasked Estep 
Score: -29630386.000000 Penalty: 6190.085938
	Iteration 91Q: 3 clusters Score -2.963039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 257885 members 
Entering Unmasked Estep 
Score: -29630404.000000 Penalty: 6190.085938
	Iteration 92Q: 3 clusters Score -2.96304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 257893 members 
Entering Unmasked Estep 
Score: -29630392.000000 Penalty: 6190.085938
	Iteration 93Q: 3 clusters Score -2.963039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 257897 members 
Entering Unmasked Estep 
Score: -29630378.000000 Penalty: 6190.085938
	Iteration 94Q: 3 clusters Score -2.963038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 257905 members 
Entering Unmasked Estep 
Score: -29630394.000000 Penalty: 6190.085938
	Iteration 95Q: 3 clusters Score -2.963039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 257915 members 
Entering Unmasked Estep 
Score: -29630380.000000 Penalty: 6190.085938
	Iteration 96Q: 3 clusters Score -2.963038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 257926 members 
Entering Unmasked Estep 
Score: -29630372.000000 Penalty: 6190.085938
	Iteration 97Q: 3 clusters Score -2.963037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 257933 members 
Entering Unmasked Estep 
Score: -29630362.000000 Penalty: 6190.085938
	Iteration 98Q: 3 clusters Score -2.963036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 257940 members 
Entering Unmasked Estep 
Score: -29630344.000000 Penalty: 6190.085938
	Iteration 99Q: 3 clusters Score -2.963034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 257950 members 
Entering Unmasked Estep 
Score: -29630348.000000 Penalty: 6190.085938
	Iteration 100F: 3 clusters Score -2.963035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 257960 members 
Entering Unmasked Estep 
Score: -29630326.000000 Penalty: 6190.085938
	Iteration 101Q: 3 clusters Score -2.963033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 257971 members 
Entering Unmasked Estep 
Score: -29630346.000000 Penalty: 6190.085938
	Iteration 102Q: 3 clusters Score -2.963035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 257984 members 
Entering Unmasked Estep 
Score: -29630338.000000 Penalty: 6190.085938
	Iteration 103Q: 3 clusters Score -2.963034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 257991 members 
Entering Unmasked Estep 
Score: -29630312.000000 Penalty: 6190.085938
	Iteration 104Q: 3 clusters Score -2.963031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 258000 members 
Entering Unmasked Estep 
Score: -29630340.000000 Penalty: 6190.085938
	Iteration 105Q: 3 clusters Score -2.963034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 258009 members 
Entering Unmasked Estep 
Score: -29630312.000000 Penalty: 6190.085938
	Iteration 106Q: 3 clusters Score -2.963031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 258015 members 
Entering Unmasked Estep 
Score: -29630310.000000 Penalty: 6190.085938
	Iteration 107Q: 3 clusters Score -2.963031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 258025 members 
Entering Unmasked Estep 
Score: -29630310.000000 Penalty: 6190.085938
	Iteration 108Q: 3 clusters Score -2.963031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 258031 members 
Entering Unmasked Estep 
Score: -29630302.000000 Penalty: 6190.085938
	Iteration 109Q: 3 clusters Score -2.96303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 258043 members 
Entering Unmasked Estep 
Score: -29630294.000000 Penalty: 6190.085938
	Iteration 110Q: 3 clusters Score -2.963029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 258051 members 
Entering Unmasked Estep 
Score: -29630272.000000 Penalty: 6190.085938
	Iteration 111Q: 3 clusters Score -2.963027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 258060 members 
Entering Unmasked Estep 
Score: -29630282.000000 Penalty: 6190.085938
	Iteration 112Q: 3 clusters Score -2.963028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 258074 members 
Entering Unmasked Estep 
Score: -29630270.000000 Penalty: 6190.085938
	Iteration 113Q: 3 clusters Score -2.963027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 258086 members 
Entering Unmasked Estep 
Score: -29630278.000000 Penalty: 6190.085938
	Iteration 114Q: 3 clusters Score -2.963028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 258099 members 
Entering Unmasked Estep 
Score: -29630278.000000 Penalty: 6190.085938
	Iteration 115Q: 3 clusters Score -2.963028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 258113 members 
Entering Unmasked Estep 
Score: -29630244.000000 Penalty: 6190.085938
	Iteration 116Q: 3 clusters Score -2.963024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 258120 members 
Entering Unmasked Estep 
Score: -29630278.000000 Penalty: 6190.085938
	Iteration 117Q: 3 clusters Score -2.963028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 258122 members 
Entering Unmasked Estep 
Score: -29630294.000000 Penalty: 6190.085938
	Iteration 118Q: 3 clusters Score -2.963029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 258125 members 
Entering Unmasked Estep 
Score: -29630274.000000 Penalty: 6190.085938
	Iteration 119Q: 3 clusters Score -2.963027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 258128 members 
Entering Unmasked Estep 
Score: -29630274.000000 Penalty: 6190.085938
	Iteration 120F: 3 clusters Score -2.963027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 258130 members 
Entering Unmasked Estep 
Score: -29630278.000000 Penalty: 6190.085938
	Iteration 121Q: 3 clusters Score -2.963028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 258138 members 
Entering Unmasked Estep 
Score: -29630274.000000 Penalty: 6190.085938
	Iteration 122Q: 3 clusters Score -2.963027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 258146 members 
Entering Unmasked Estep 
Score: -29630270.000000 Penalty: 6190.085938
	Iteration 123Q: 3 clusters Score -2.963027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 258151 members 
Entering Unmasked Estep 
Score: -29630248.000000 Penalty: 6190.085938
	Iteration 124Q: 3 clusters Score -2.963025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 258156 members 
Entering Unmasked Estep 
Score: -29630248.000000 Penalty: 6190.085938
	Iteration 125Q: 3 clusters Score -2.963025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 258162 members 
Entering Unmasked Estep 
Score: -29630230.000000 Penalty: 6190.085938
	Iteration 126Q: 3 clusters Score -2.963023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 258166 members 
Entering Unmasked Estep 
Score: -29630226.000000 Penalty: 6190.085938
	Iteration 127Q: 3 clusters Score -2.963023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 258173 members 
Entering Unmasked Estep 
Score: -29630256.000000 Penalty: 6190.085938
	Iteration 128Q: 3 clusters Score -2.963026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 258178 members 
Entering Unmasked Estep 
Score: -29630234.000000 Penalty: 6190.085938
	Iteration 129Q: 3 clusters Score -2.963023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 258187 members 
Entering Unmasked Estep 
Score: -29630250.000000 Penalty: 6190.085938
	Iteration 130Q: 3 clusters Score -2.963025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 258196 members 
Entering Unmasked Estep 
Score: -29630258.000000 Penalty: 6190.085938
	Iteration 131Q: 3 clusters Score -2.963026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 258205 members 
Entering Unmasked Estep 
Score: -29630234.000000 Penalty: 6190.085938
	Iteration 132Q: 3 clusters Score -2.963023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 258215 members 
Entering Unmasked Estep 
Score: -29630272.000000 Penalty: 6190.085938
	Iteration 133Q: 3 clusters Score -2.963027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 258222 members 
Entering Unmasked Estep 
Score: -29630286.000000 Penalty: 6190.085938
	Iteration 134Q: 3 clusters Score -2.963029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 258230 members 
Entering Unmasked Estep 
Score: -29630294.000000 Penalty: 6190.085938
	Iteration 135Q: 3 clusters Score -2.963029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 258236 members 
Entering Unmasked Estep 
Score: -29630288.000000 Penalty: 6190.085938
	Iteration 136Q: 3 clusters Score -2.963029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 258243 members 
Entering Unmasked Estep 
Score: -29630272.000000 Penalty: 6190.085938
	Iteration 137Q: 3 clusters Score -2.963027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 258248 members 
Entering Unmasked Estep 
Score: -29630272.000000 Penalty: 6190.085938
	Iteration 138Q: 3 clusters Score -2.963027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 258252 members 
Entering Unmasked Estep 
Score: -29630290.000000 Penalty: 6190.085938
	Iteration 139Q: 3 clusters Score -2.963029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 258253 members 
Entering Unmasked Estep 
Score: -29630284.000000 Penalty: 6190.085938
	Iteration 140F: 3 clusters Score -2.963028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 258258 members 
Entering Unmasked Estep 
Score: -29630270.000000 Penalty: 6190.085938
	Iteration 141Q: 3 clusters Score -2.963027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 258264 members 
Entering Unmasked Estep 
Score: -29630256.000000 Penalty: 6190.085938
	Iteration 142Q: 3 clusters Score -2.963026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 258269 members 
Entering Unmasked Estep 
Score: -29630272.000000 Penalty: 6190.085938
	Iteration 143Q: 3 clusters Score -2.963027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 258275 members 
Entering Unmasked Estep 
Score: -29630284.000000 Penalty: 6190.085938
	Iteration 144Q: 3 clusters Score -2.963028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 258279 members 
Entering Unmasked Estep 
Score: -29630256.000000 Penalty: 6190.085938
	Iteration 145Q: 3 clusters Score -2.963026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 258281 members 
Entering Unmasked Estep 
Score: -29630262.000000 Penalty: 6190.085938
	Iteration 146Q: 3 clusters Score -2.963026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 258285 members 
Entering Unmasked Estep 
Score: -29630246.000000 Penalty: 6190.085938
	Iteration 147Q: 3 clusters Score -2.963025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 258291 members 
Entering Unmasked Estep 
Score: -29630272.000000 Penalty: 6190.085938
	Iteration 148Q: 3 clusters Score -2.963027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 258301 members 
Entering Unmasked Estep 
Score: -29630264.000000 Penalty: 6190.085938
	Iteration 149Q: 3 clusters Score -2.963026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 258310 members 
Entering Unmasked Estep 
Score: -29630256.000000 Penalty: 6190.085938
	Iteration 150Q: 3 clusters Score -2.963026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 258319 members 
Entering Unmasked Estep 
Score: -29630248.000000 Penalty: 6190.085938
	Iteration 151Q: 3 clusters Score -2.963025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 258324 members 
Entering Unmasked Estep 
Score: -29630244.000000 Penalty: 6190.085938
	Iteration 152Q: 3 clusters Score -2.963024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 258327 members 
Entering Unmasked Estep 
Score: -29630250.000000 Penalty: 6190.085938
	Iteration 153Q: 3 clusters Score -2.963025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 258337 members 
Entering Unmasked Estep 
Score: -29630256.000000 Penalty: 6190.085938
	Iteration 154Q: 3 clusters Score -2.963026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 258347 members 
Entering Unmasked Estep 
Score: -29630268.000000 Penalty: 6190.085938
	Iteration 155Q: 3 clusters Score -2.963027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 258351 members 
Entering Unmasked Estep 
Score: -29630252.000000 Penalty: 6190.085938
	Iteration 156Q: 3 clusters Score -2.963025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 258355 members 
Entering Unmasked Estep 
Score: -29630242.000000 Penalty: 6190.085938
	Iteration 157Q: 3 clusters Score -2.963024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 258356 members 
Entering Unmasked Estep 
Score: -29630252.000000 Penalty: 6190.085938
	Iteration 158Q: 3 clusters Score -2.963025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 258358 members 
Entering Unmasked Estep 
Score: -29630238.000000 Penalty: 6190.085938
	Iteration 159Q: 3 clusters Score -2.963024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 258360 members 
Entering Unmasked Estep 
Score: -29630248.000000 Penalty: 6190.085938
	Iteration 160F: 3 clusters Score -2.963025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 258364 members 
Entering Unmasked Estep 
Score: -29630256.000000 Penalty: 6190.085938
	Iteration 161Q: 3 clusters Score -2.963026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 258366 members 
Entering Unmasked Estep 
Score: -29630240.000000 Penalty: 6190.085938
	Iteration 162Q: 3 clusters Score -2.963024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 258369 members 
Entering Unmasked Estep 
Score: -29630234.000000 Penalty: 6190.085938
	Iteration 163Q: 3 clusters Score -2.963023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 258370 members 
Entering Unmasked Estep 
Score: -29630244.000000 Penalty: 6190.085938
	Iteration 164Q: 3 clusters Score -2.963024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 258371 members 
Entering Unmasked Estep 
Score: -29630262.000000 Penalty: 6190.085938
	Iteration 165Q: 3 clusters Score -2.963026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 258372 members 
Entering Unmasked Estep 
Score: -29630236.000000 Penalty: 6190.085938
	Iteration 166Q: 3 clusters Score -2.963024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 258373 members 
Entering Unmasked Estep 
Score: -29630236.000000 Penalty: 6190.085938
	Iteration 167Q: 3 clusters Score -2.963024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 258376 members 
Entering Unmasked Estep 
Score: -29630250.000000 Penalty: 6190.085938
	Iteration 168Q: 3 clusters Score -2.963025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 258378 members 
Entering Unmasked Estep 
Score: -29630240.000000 Penalty: 6190.085938
	Iteration 169Q: 3 clusters Score -2.963024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 258380 members 
Entering Unmasked Estep 
Score: -29630238.000000 Penalty: 6190.085938
	Iteration 170Q: 3 clusters Score -2.963024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 258382 members 
Entering Unmasked Estep 
Score: -29630246.000000 Penalty: 6190.085938
	Iteration 171Q: 3 clusters Score -2.963025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 258383 members 
Entering Unmasked Estep 
Score: -29630238.000000 Penalty: 6190.085938
	Iteration 172Q: 3 clusters Score -2.963024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 258383 members 
Entering Unmasked Estep 
Score: -29630238.000000 Penalty: 6190.085938
	Iteration 173F: 3 clusters Score -2.963024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 39488 members 
Mstep: Class 5 contains 73444 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 13 contains 23476 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 32833 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 263027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574848.000000 Penalty: 57316.562500
Iteration 39Q: 18 clusters Score -8.857485e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 39757 members 
Mstep: Class 4 contains 1062 members 
Mstep: Class 5 contains 73186 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 39920 members 
Mstep: Class 11 contains 226483 members 
Mstep: Class 12 contains 32808 members 
Mstep: Class 13 contains 23324 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 33559 members 
Mstep: Class 16 contains 8449 members 
Mstep: Class 17 contains 262449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579552.000000 Penalty: 57316.562500
Iteration 40F: 18 clusters Score -8.857955e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 39820 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 72344 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 6665 members 
Mstep: Class 10 contains 40285 members 
Mstep: Class 11 contains 228800 members 
Mstep: Class 12 contains 33605 members 
Mstep: Class 13 contains 23162 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 34033 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 259850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582152.000000 Penalty: 57316.562500
Iteration 41Q: 18 clusters Score -8.858215e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 524 members 
Mstep: Class 3 contains 39874 members 
Mstep: Class 4 contains 1314 members 
Mstep: Class 5 contains 71495 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 40489 members 
Mstep: Class 11 contains 230654 members 
Mstep: Class 12 contains 34213 members 
Mstep: Class 13 contains 22977 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 34508 members 
Mstep: Class 16 contains 7967 members 
Mstep: Class 17 contains 257687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584352.000000 Penalty: 57316.562500
Iteration 42Q: 18 clusters Score -8.858435e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 524 members 
Mstep: Class 3 contains 39954 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 70648 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 6569 members 
Mstep: Class 10 contains 40626 members 
Mstep: Class 11 contains 232173 members 
Mstep: Class 12 contains 34717 members 
Mstep: Class 13 contains 22772 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 34916 members 
Mstep: Class 16 contains 8015 members 
Mstep: Class 17 contains 255902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586056.000000 Penalty: 57316.562500
Iteration 43Q: 18 clusters Score -8.858606e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40063 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 69823 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 6518 members 
Mstep: Class 10 contains 40720 members 
Mstep: Class 11 contains 233286 members 
Mstep: Class 12 contains 35099 members 
Mstep: Class 13 contains 22575 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 35268 members 
Mstep: Class 16 contains 8127 members 
Mstep: Class 17 contains 254623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586888.000000 Penalty: 57316.562500
Iteration 44Q: 18 clusters Score -8.858689e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40156 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 68983 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 10 contains 40802 members 
Mstep: Class 11 contains 234052 members 
Mstep: Class 12 contains 35437 members 
Mstep: Class 13 contains 22410 members 
Mstep: Class 14 contains 5236 members 
Mstep: Class 15 contains 35553 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 253756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587872.000000 Penalty: 57316.562500
Iteration 45Q: 18 clusters Score -8.858787e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40221 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 68158 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 6493 members 
Mstep: Class 10 contains 40908 members 
Mstep: Class 11 contains 234614 members 
Mstep: Class 12 contains 35744 members 
Mstep: Class 13 contains 22243 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 35791 members 
Mstep: Class 16 contains 8409 members 
Mstep: Class 17 contains 253156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588680.000000 Penalty: 57316.562500
Iteration 46Q: 18 clusters Score -8.858868e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40275 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 67414 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 6484 members 
Mstep: Class 10 contains 40976 members 
Mstep: Class 11 contains 234893 members 
Mstep: Class 12 contains 35985 members 
Mstep: Class 13 contains 22087 members 
Mstep: Class 14 contains 5497 members 
Mstep: Class 15 contains 36023 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 252885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588968.000000 Penalty: 57316.562500
Iteration 47Q: 18 clusters Score -8.858897e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 66723 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 6493 members 
Mstep: Class 10 contains 41082 members 
Mstep: Class 11 contains 234986 members 
Mstep: Class 12 contains 36222 members 
Mstep: Class 13 contains 21937 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 252786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589312.000000 Penalty: 57316.562500
Iteration 48Q: 18 clusters Score -8.858931e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40410 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 66092 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 41161 members 
Mstep: Class 11 contains 234974 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 14 contains 5701 members 
Mstep: Class 15 contains 36381 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 252867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589736.000000 Penalty: 57316.562500
Iteration 49Q: 18 clusters Score -8.858974e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40449 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 65446 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 6483 members 
Mstep: Class 10 contains 41240 members 
Mstep: Class 11 contains 234882 members 
Mstep: Class 12 contains 36601 members 
Mstep: Class 13 contains 21639 members 
Mstep: Class 14 contains 5786 members 
Mstep: Class 15 contains 36546 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 253055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589920.000000 Penalty: 57316.562500
Iteration 50Q: 18 clusters Score -8.858992e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40501 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 64815 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 6474 members 
Mstep: Class 10 contains 41318 members 
Mstep: Class 11 contains 234812 members 
Mstep: Class 12 contains 36778 members 
Mstep: Class 13 contains 21490 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 36691 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 253277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590352.000000 Penalty: 57316.562500
Iteration 51Q: 18 clusters Score -8.859035e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40526 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 64271 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 41422 members 
Mstep: Class 11 contains 234766 members 
Mstep: Class 12 contains 36942 members 
Mstep: Class 13 contains 21335 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 36824 members 
Mstep: Class 16 contains 8944 members 
Mstep: Class 17 contains 253450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590360.000000 Penalty: 57316.562500
Iteration 52Q: 18 clusters Score -8.859036e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40554 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 63762 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 6469 members 
Mstep: Class 10 contains 41490 members 
Mstep: Class 11 contains 234741 members 
Mstep: Class 12 contains 37060 members 
Mstep: Class 13 contains 21196 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 36951 members 
Mstep: Class 16 contains 8967 members 
Mstep: Class 17 contains 253618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590312.000000 Penalty: 57316.562500
Iteration 53Q: 18 clusters Score -8.859031e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40555 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 63332 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 6457 members 
Mstep: Class 10 contains 41578 members 
Mstep: Class 11 contains 234713 members 
Mstep: Class 12 contains 37189 members 
Mstep: Class 13 contains 21052 members 
Mstep: Class 14 contains 6137 members 
Mstep: Class 15 contains 37067 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 253751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590360.000000 Penalty: 57316.562500
Iteration 54Q: 18 clusters Score -8.859036e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40553 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 62916 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 11 contains 234736 members 
Mstep: Class 12 contains 37311 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 37150 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 253838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590392.000000 Penalty: 57316.562500
Iteration 55Q: 18 clusters Score -8.859039e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40538 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 62505 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 3014 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 41754 members 
Mstep: Class 11 contains 234751 members 
Mstep: Class 12 contains 37422 members 
Mstep: Class 13 contains 20841 members 
Mstep: Class 14 contains 6274 members 
Mstep: Class 15 contains 37225 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 17 contains 253945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590776.000000 Penalty: 57316.562500
Iteration 56Q: 18 clusters Score -8.859078e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40550 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 62178 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 41827 members 
Mstep: Class 11 contains 234775 members 
Mstep: Class 12 contains 37521 members 
Mstep: Class 13 contains 20750 members 
Mstep: Class 14 contains 6348 members 
Mstep: Class 15 contains 37269 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 254005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590696.000000 Penalty: 57316.562500
Iteration 57Q: 18 clusters Score -8.85907e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40547 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 61855 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 41899 members 
Mstep: Class 11 contains 234841 members 
Mstep: Class 12 contains 37624 members 
Mstep: Class 13 contains 20675 members 
Mstep: Class 14 contains 6409 members 
Mstep: Class 15 contains 37301 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 254060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590624.000000 Penalty: 57316.562500
Iteration 58Q: 18 clusters Score -8.859062e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40545 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 61554 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 3097 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 41956 members 
Mstep: Class 11 contains 234949 members 
Mstep: Class 12 contains 37710 members 
Mstep: Class 13 contains 20585 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 37333 members 
Mstep: Class 16 contains 9036 members 
Mstep: Class 17 contains 254101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590744.000000 Penalty: 57316.562500
Iteration 59Q: 18 clusters Score -8.859074e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40541 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 61237 members 
Mstep: Class 6 contains 2389 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 42019 members 
Mstep: Class 11 contains 235059 members 
Mstep: Class 12 contains 37789 members 
Mstep: Class 13 contains 20508 members 
Mstep: Class 14 contains 6512 members 
Mstep: Class 15 contains 37390 members 
Mstep: Class 16 contains 9033 members 
Mstep: Class 17 contains 254109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591064.000000 Penalty: 57316.562500
Iteration 60F: 18 clusters Score -8.859106e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40534 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 60970 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 42082 members 
Mstep: Class 11 contains 235119 members 
Mstep: Class 12 contains 37862 members 
Mstep: Class 13 contains 20441 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 37433 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 17 contains 254087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591632.000000 Penalty: 57316.562500
Iteration 61Q: 18 clusters Score -8.859163e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 522 members 
Mstep: Class 3 contains 40535 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 60721 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 6362 members 
Mstep: Class 10 contains 42137 members 
Mstep: Class 11 contains 235158 members 
Mstep: Class 12 contains 37900 members 
Mstep: Class 13 contains 20386 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 37452 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 254105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591656.000000 Penalty: 57316.562500
Iteration 62Q: 18 clusters Score -8.859166e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40535 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 60475 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 10 contains 42179 members 
Mstep: Class 11 contains 235230 members 
Mstep: Class 12 contains 37942 members 
Mstep: Class 13 contains 20332 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 37482 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 254113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591800.000000 Penalty: 57316.562500
Iteration 63Q: 18 clusters Score -8.85918e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 60252 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 42209 members 
Mstep: Class 11 contains 235305 members 
Mstep: Class 12 contains 37981 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 37489 members 
Mstep: Class 16 contains 9139 members 
Mstep: Class 17 contains 254154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591928.000000 Penalty: 57316.562500
Iteration 64Q: 18 clusters Score -8.859193e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40526 members 
Mstep: Class 4 contains 1666 members 
Mstep: Class 5 contains 60017 members 
Mstep: Class 6 contains 2447 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 42233 members 
Mstep: Class 11 contains 235401 members 
Mstep: Class 12 contains 38023 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 37492 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 254171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591840.000000 Penalty: 57316.562500
Iteration 65Q: 18 clusters Score -8.859184e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40516 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 59860 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 3327 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 42262 members 
Mstep: Class 11 contains 235444 members 
Mstep: Class 12 contains 38053 members 
Mstep: Class 13 contains 20154 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 37494 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 254204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591840.000000 Penalty: 57316.562500
Iteration 66Q: 18 clusters Score -8.859184e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40514 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 59720 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 42278 members 
Mstep: Class 11 contains 235503 members 
Mstep: Class 12 contains 38081 members 
Mstep: Class 13 contains 20096 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 37491 members 
Mstep: Class 16 contains 9146 members 
Mstep: Class 17 contains 254219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591968.000000 Penalty: 57316.562500
Iteration 67Q: 18 clusters Score -8.859197e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40512 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 59589 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 42295 members 
Mstep: Class 11 contains 235584 members 
Mstep: Class 12 contains 38115 members 
Mstep: Class 13 contains 20039 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 37476 members 
Mstep: Class 16 contains 9148 members 
Mstep: Class 17 contains 254208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591960.000000 Penalty: 57316.562500
Iteration 68Q: 18 clusters Score -8.859196e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40503 members 
Mstep: Class 4 contains 1682 members 
Mstep: Class 5 contains 59479 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 3436 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 42344 members 
Mstep: Class 11 contains 235605 members 
Mstep: Class 12 contains 38166 members 
Mstep: Class 13 contains 19999 members 
Mstep: Class 14 contains 6840 members 
Mstep: Class 15 contains 37458 members 
Mstep: Class 16 contains 9151 members 
Mstep: Class 17 contains 254197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591776.000000 Penalty: 57316.562500
Iteration 69Q: 18 clusters Score -8.859178e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40501 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 5 contains 59378 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 42409 members 
Mstep: Class 11 contains 235623 members 
Mstep: Class 12 contains 38210 members 
Mstep: Class 13 contains 19957 members 
Mstep: Class 14 contains 6867 members 
Mstep: Class 15 contains 37446 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 254165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591824.000000 Penalty: 57316.562500
Iteration 70Q: 18 clusters Score -8.859182e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40498 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 59287 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 6300 members 
Mstep: Class 10 contains 42452 members 
Mstep: Class 11 contains 235640 members 
Mstep: Class 12 contains 38245 members 
Mstep: Class 13 contains 19917 members 
Mstep: Class 14 contains 6889 members 
Mstep: Class 15 contains 37442 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 254156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591768.000000 Penalty: 57316.562500
Iteration 71Q: 18 clusters Score -8.859177e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40498 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 59203 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3485 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 42495 members 
Mstep: Class 11 contains 235666 members 
Mstep: Class 12 contains 38292 members 
Mstep: Class 13 contains 19884 members 
Mstep: Class 14 contains 6909 members 
Mstep: Class 15 contains 37434 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 254110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591696.000000 Penalty: 57316.562500
Iteration 72Q: 18 clusters Score -8.85917e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40486 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 59125 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3507 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 42543 members 
Mstep: Class 11 contains 235701 members 
Mstep: Class 12 contains 38332 members 
Mstep: Class 13 contains 19849 members 
Mstep: Class 14 contains 6929 members 
Mstep: Class 15 contains 37434 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 254062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591688.000000 Penalty: 57316.562500
Iteration 73Q: 18 clusters Score -8.859169e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40471 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 59023 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 42571 members 
Mstep: Class 11 contains 235736 members 
Mstep: Class 12 contains 38365 members 
Mstep: Class 13 contains 19832 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 37434 members 
Mstep: Class 16 contains 9170 members 
Mstep: Class 17 contains 254036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591856.000000 Penalty: 57316.562500
Iteration 74Q: 18 clusters Score -8.859186e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40470 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 58940 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 42606 members 
Mstep: Class 11 contains 235785 members 
Mstep: Class 12 contains 38396 members 
Mstep: Class 13 contains 19806 members 
Mstep: Class 14 contains 6983 members 
Mstep: Class 15 contains 37421 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 253982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591928.000000 Penalty: 57316.562500
Iteration 75Q: 18 clusters Score -8.859193e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40469 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 58853 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 42633 members 
Mstep: Class 11 contains 235838 members 
Mstep: Class 12 contains 38421 members 
Mstep: Class 13 contains 19781 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 37401 members 
Mstep: Class 16 contains 9157 members 
Mstep: Class 17 contains 253969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591952.000000 Penalty: 57316.562500
Iteration 76Q: 18 clusters Score -8.859195e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40472 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 58790 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 42657 members 
Mstep: Class 11 contains 235886 members 
Mstep: Class 12 contains 38437 members 
Mstep: Class 13 contains 19745 members 
Mstep: Class 14 contains 7031 members 
Mstep: Class 15 contains 37389 members 
Mstep: Class 16 contains 9155 members 
Mstep: Class 17 contains 253954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591992.000000 Penalty: 57316.562500
Iteration 77Q: 18 clusters Score -8.859199e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40479 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 58729 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 42677 members 
Mstep: Class 11 contains 235918 members 
Mstep: Class 12 contains 38456 members 
Mstep: Class 13 contains 19710 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 15 contains 37373 members 
Mstep: Class 16 contains 9152 members 
Mstep: Class 17 contains 253959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592048.000000 Penalty: 57316.562500
Iteration 78Q: 18 clusters Score -8.859205e+07 nChanged 424
Entering ConstructFrom: 
Score: -88592048.000000 Penalty: 57316.562500
Entering ConstructFrom: 
Trying to split cluster 1 (41962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Entering Unmasked Estep 
Score: -4738696.500000 Penalty: 2639.840820
	Iteration 0F: 2 clusters Score -4738696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4710292.000000 Penalty: 5279.681641
	Iteration 0F: 3 clusters Score -4710292 nChanged 19247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4721062.000000 Penalty: 5279.681641
	Iteration 1F: 3 clusters Score -4721062 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4721885.500000 Penalty: 5279.681641
	Iteration 2Q: 3 clusters Score -4721886 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4722750.000000 Penalty: 5279.681641
	Iteration 3F: 3 clusters Score -4722750 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -4723782.000000 Penalty: 5279.681641
	Iteration 4F: 3 clusters Score -4723782 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4725102.500000 Penalty: 5279.681641
	Iteration 5F: 3 clusters Score -4725102 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4726731.000000 Penalty: 5279.681641
	Iteration 6F: 3 clusters Score -4726731 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4728828.000000 Penalty: 5279.681641
	Iteration 7F: 3 clusters Score -4728828 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4731220.000000 Penalty: 5279.681641
	Iteration 8F: 3 clusters Score -4731220 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4733097.000000 Penalty: 5279.681641
	Iteration 9F: 3 clusters Score -4733097 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4734213.500000 Penalty: 5279.681641
	Iteration 10Q: 3 clusters Score -4734214 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4734759.500000 Penalty: 5279.681641
	Iteration 11Q: 3 clusters Score -4734760 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4735025.500000 Penalty: 5279.681641
	Iteration 12Q: 3 clusters Score -4735026 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4735248.500000 Penalty: 5279.681641
	Iteration 13Q: 3 clusters Score -4735248 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4735349.500000 Penalty: 5279.681641
	Iteration 14Q: 3 clusters Score -4735350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4735456.000000 Penalty: 5279.681641
	Iteration 15Q: 3 clusters Score -4735456 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4735535.500000 Penalty: 5279.681641
	Iteration 16Q: 3 clusters Score -4735536 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4735574.500000 Penalty: 5279.681641
	Iteration 17Q: 3 clusters Score -4735574 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4735617.000000 Penalty: 5279.681641
	Iteration 18Q: 3 clusters Score -4735617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4735662.000000 Penalty: 5279.681641
	Iteration 19Q: 3 clusters Score -4735662 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4735697.000000 Penalty: 5279.681641
	Iteration 20F: 3 clusters Score -4735697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4735708.500000 Penalty: 5279.681641
	Iteration 21Q: 3 clusters Score -4735708 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4735730.000000 Penalty: 5279.681641
	Iteration 22Q: 3 clusters Score -4735730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4735749.000000 Penalty: 5279.681641
	Iteration 23Q: 3 clusters Score -4735749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4735758.500000 Penalty: 5279.681641
	Iteration 24Q: 3 clusters Score -4735758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4735766.000000 Penalty: 5279.681641
	Iteration 25Q: 3 clusters Score -4735766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4735769.500000 Penalty: 5279.681641
	Iteration 26Q: 3 clusters Score -4735770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4735776.500000 Penalty: 5279.681641
	Iteration 27Q: 3 clusters Score -4735776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4735778.000000 Penalty: 5279.681641
	Iteration 28Q: 3 clusters Score -4735778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4735782.000000 Penalty: 5279.681641
	Iteration 29Q: 3 clusters Score -4735782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -4735784.500000 Penalty: 5279.681641
	Iteration 30Q: 3 clusters Score -4735784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4735798.500000 Penalty: 5279.681641
	Iteration 31Q: 3 clusters Score -4735798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4735790.500000 Penalty: 5279.681641
	Iteration 32Q: 3 clusters Score -4735790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4735790.000000 Penalty: 5279.681641
	Iteration 33Q: 3 clusters Score -4735790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4735796.000000 Penalty: 5279.681641
	Iteration 34Q: 3 clusters Score -4735796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4735804.000000 Penalty: 5279.681641
	Iteration 35Q: 3 clusters Score -4735804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4735812.500000 Penalty: 5279.681641
	Iteration 36Q: 3 clusters Score -4735812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4735812.500000 Penalty: 5279.681641
	Iteration 37Q: 3 clusters Score -4735812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4735811.500000 Penalty: 5279.681641
	Iteration 38Q: 3 clusters Score -4735812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4735807.000000 Penalty: 5279.681641
	Iteration 39Q: 3 clusters Score -4735807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4735816.000000 Penalty: 5279.681641
	Iteration 40F: 3 clusters Score -4735816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4735820.000000 Penalty: 5279.681641
	Iteration 41Q: 3 clusters Score -4735820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4735818.500000 Penalty: 5279.681641
	Iteration 42Q: 3 clusters Score -4735818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4735825.500000 Penalty: 5279.681641
	Iteration 43Q: 3 clusters Score -4735826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4735828.000000 Penalty: 5279.681641
	Iteration 44Q: 3 clusters Score -4735828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4735824.500000 Penalty: 5279.681641
	Iteration 45Q: 3 clusters Score -4735824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4735816.500000 Penalty: 5279.681641
	Iteration 46Q: 3 clusters Score -4735816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4735816.000000 Penalty: 5279.681641
	Iteration 47Q: 3 clusters Score -4735816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4735819.500000 Penalty: 5279.681641
	Iteration 48Q: 3 clusters Score -4735820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4735822.000000 Penalty: 5279.681641
	Iteration 49Q: 3 clusters Score -4735822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4735822.000000 Penalty: 5279.681641
	Iteration 50Q: 3 clusters Score -4735822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4735819.500000 Penalty: 5279.681641
	Iteration 51Q: 3 clusters Score -4735820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4735822.000000 Penalty: 5279.681641
	Iteration 52Q: 3 clusters Score -4735822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4735828.500000 Penalty: 5279.681641
	Iteration 53Q: 3 clusters Score -4735828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4735827.500000 Penalty: 5279.681641
	Iteration 54Q: 3 clusters Score -4735828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4735823.000000 Penalty: 5279.681641
	Iteration 55Q: 3 clusters Score -4735823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4735824.000000 Penalty: 5279.681641
	Iteration 56Q: 3 clusters Score -4735824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4735821.500000 Penalty: 5279.681641
	Iteration 57Q: 3 clusters Score -4735822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4735821.000000 Penalty: 5279.681641
	Iteration 58Q: 3 clusters Score -4735821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4735819.000000 Penalty: 5279.681641
	Iteration 59Q: 3 clusters Score -4735819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4735825.500000 Penalty: 5279.681641
	Iteration 60F: 3 clusters Score -4735826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4735828.500000 Penalty: 5279.681641
	Iteration 61Q: 3 clusters Score -4735828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4735828.000000 Penalty: 5279.681641
	Iteration 62Q: 3 clusters Score -4735828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4735829.500000 Penalty: 5279.681641
	Iteration 63Q: 3 clusters Score -4735830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4735829.000000 Penalty: 5279.681641
	Iteration 64Q: 3 clusters Score -4735829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4735829.500000 Penalty: 5279.681641
	Iteration 65Q: 3 clusters Score -4735830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4735839.000000 Penalty: 5279.681641
	Iteration 66Q: 3 clusters Score -4735839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4735836.500000 Penalty: 5279.681641
	Iteration 67Q: 3 clusters Score -4735836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4735831.000000 Penalty: 5279.681641
	Iteration 68Q: 3 clusters Score -4735831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4735833.000000 Penalty: 5279.681641
	Iteration 69Q: 3 clusters Score -4735833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4735833.500000 Penalty: 5279.681641
	Iteration 70Q: 3 clusters Score -4735834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4735826.500000 Penalty: 5279.681641
	Iteration 71Q: 3 clusters Score -4735826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4735828.000000 Penalty: 5279.681641
	Iteration 72Q: 3 clusters Score -4735828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4735829.500000 Penalty: 5279.681641
	Iteration 73Q: 3 clusters Score -4735830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4735826.500000 Penalty: 5279.681641
	Iteration 74Q: 3 clusters Score -4735826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4735834.000000 Penalty: 5279.681641
	Iteration 75Q: 3 clusters Score -4735834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4735834.500000 Penalty: 5279.681641
	Iteration 76Q: 3 clusters Score -4735834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4735834.500000 Penalty: 5279.681641
	Iteration 77Q: 3 clusters Score -4735834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4735834.500000 Penalty: 5279.681641
	Iteration 78F: 3 clusters Score -4735834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -50698.812500 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -50698.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49165.660156 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -49165.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49367.226562 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -49367.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49445.531250 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -49445.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49490.851562 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -49490.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49517.847656 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -49517.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49560.089844 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -49560.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49588.218750 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -49588.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49601.238281 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -49601.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49617.605469 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -49617.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49638.402344 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -49638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49673.929688 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -49673.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49724.179688 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -49724.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49789.011719 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -49789.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49850.332031 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -49850.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49907.656250 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -49907.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49948.480469 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -49948.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50028.527344 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -50028.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50050.179688 Penalty: 3102.852051
	Iteration 17Q: 3 clusters Score -50050.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50113.382812 Penalty: 3102.852051
	Iteration 18Q: 3 clusters Score -50113.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50141.515625 Penalty: 3102.852051
	Iteration 19Q: 3 clusters Score -50141.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50179.566406 Penalty: 3102.852051
	Iteration 20F: 3 clusters Score -50179.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50259.792969 Penalty: 3102.852051
	Iteration 21Q: 3 clusters Score -50259.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50310.898438 Penalty: 3102.852051
	Iteration 22Q: 3 clusters Score -50310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50357.160156 Penalty: 3102.852051
	Iteration 23Q: 3 clusters Score -50357.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50505.535156 Penalty: 3102.852051
	Iteration 24Q: 3 clusters Score -50505.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50823.867188 Penalty: 3102.852051
	Iteration 25Q: 3 clusters Score -50823.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50872.023438 Penalty: 3102.852051
	Iteration 26Q: 3 clusters Score -50872.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50923.257812 Penalty: 3102.852051
	Iteration 27Q: 3 clusters Score -50923.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50976.691406 Penalty: 3102.852051
	Iteration 28Q: 3 clusters Score -50976.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51030.269531 Penalty: 3102.852051
	Iteration 29Q: 3 clusters Score -51030.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51159.917969 Penalty: 3102.852051
	Iteration 30Q: 3 clusters Score -51159.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51234.445312 Penalty: 3102.852051
	Iteration 31Q: 3 clusters Score -51234.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51234.445312 Penalty: 3102.852051
	Iteration 32F: 3 clusters Score -51234.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 276 members 
Mstep: Class 3 contains 40484 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 58690 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 42693 members 
Mstep: Class 11 contains 235936 members 
Mstep: Class 12 contains 38480 members 
Mstep: Class 13 contains 19679 members 
Mstep: Class 14 contains 7090 members 
Mstep: Class 15 contains 37359 members 
Mstep: Class 16 contains 9147 members 
Mstep: Class 17 contains 253925 members 
Mstep: Class 18 contains 245 members 
Entering Unmasked Estep 
Score: -88590760.000000 Penalty: 60688.125000
Splitting cluster 2 changes total score from -88592048.000000 to -88590760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (40484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Entering Unmasked Estep 
Score: -4615434.500000 Penalty: 2630.947998
	Iteration 0F: 2 clusters Score -4615434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4587927.000000 Penalty: 5261.895996
	Iteration 0F: 3 clusters Score -4587927 nChanged 18421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -4598209.000000 Penalty: 5261.895996
	Iteration 1F: 3 clusters Score -4598209 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4598877.500000 Penalty: 5261.895996
	Iteration 2Q: 3 clusters Score -4598878 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4599793.000000 Penalty: 5261.895996
	Iteration 3F: 3 clusters Score -4599793 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4601092.500000 Penalty: 5261.895996
	Iteration 4F: 3 clusters Score -4601092 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -4602832.000000 Penalty: 5261.895996
	Iteration 5F: 3 clusters Score -4602832 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4604961.000000 Penalty: 5261.895996
	Iteration 6F: 3 clusters Score -4604961 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4607217.500000 Penalty: 5261.895996
	Iteration 7F: 3 clusters Score -4607218 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4609202.500000 Penalty: 5261.895996
	Iteration 8F: 3 clusters Score -4609202 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4610677.500000 Penalty: 5261.895996
	Iteration 9Q: 3 clusters Score -4610678 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4611591.500000 Penalty: 5261.895996
	Iteration 10Q: 3 clusters Score -4611592 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4612123.000000 Penalty: 5261.895996
	Iteration 11Q: 3 clusters Score -4612123 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4612420.000000 Penalty: 5261.895996
	Iteration 12Q: 3 clusters Score -4612420 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4612606.000000 Penalty: 5261.895996
	Iteration 13Q: 3 clusters Score -4612606 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4612781.000000 Penalty: 5261.895996
	Iteration 14Q: 3 clusters Score -4612781 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4612896.500000 Penalty: 5261.895996
	Iteration 15Q: 3 clusters Score -4612896 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4613023.500000 Penalty: 5261.895996
	Iteration 16Q: 3 clusters Score -4613024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -4613101.000000 Penalty: 5261.895996
	Iteration 17Q: 3 clusters Score -4613101 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4613165.500000 Penalty: 5261.895996
	Iteration 18Q: 3 clusters Score -4613166 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4613190.000000 Penalty: 5261.895996
	Iteration 19Q: 3 clusters Score -4613190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4613225.000000 Penalty: 5261.895996
	Iteration 20F: 3 clusters Score -4613225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4613252.000000 Penalty: 5261.895996
	Iteration 21Q: 3 clusters Score -4613252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4613268.500000 Penalty: 5261.895996
	Iteration 22Q: 3 clusters Score -4613268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4613286.500000 Penalty: 5261.895996
	Iteration 23Q: 3 clusters Score -4613286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4613306.500000 Penalty: 5261.895996
	Iteration 24Q: 3 clusters Score -4613306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4613325.500000 Penalty: 5261.895996
	Iteration 25Q: 3 clusters Score -4613326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4613332.500000 Penalty: 5261.895996
	Iteration 26Q: 3 clusters Score -4613332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4613348.000000 Penalty: 5261.895996
	Iteration 27Q: 3 clusters Score -4613348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4613355.000000 Penalty: 5261.895996
	Iteration 28Q: 3 clusters Score -4613355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4613357.500000 Penalty: 5261.895996
	Iteration 29Q: 3 clusters Score -4613358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4613358.000000 Penalty: 5261.895996
	Iteration 30Q: 3 clusters Score -4613358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -4613366.500000 Penalty: 5261.895996
	Iteration 31Q: 3 clusters Score -4613366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4613370.000000 Penalty: 5261.895996
	Iteration 32Q: 3 clusters Score -4613370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4613379.000000 Penalty: 5261.895996
	Iteration 33Q: 3 clusters Score -4613379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4613375.000000 Penalty: 5261.895996
	Iteration 34Q: 3 clusters Score -4613375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4613378.500000 Penalty: 5261.895996
	Iteration 35Q: 3 clusters Score -4613378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4613378.000000 Penalty: 5261.895996
	Iteration 36Q: 3 clusters Score -4613378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -4613385.500000 Penalty: 5261.895996
	Iteration 37Q: 3 clusters Score -4613386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4613385.000000 Penalty: 5261.895996
	Iteration 38Q: 3 clusters Score -4613385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -4613385.500000 Penalty: 5261.895996
	Iteration 39Q: 3 clusters Score -4613386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -4613385.000000 Penalty: 5261.895996
	Iteration 40F: 3 clusters Score -4613385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4613390.000000 Penalty: 5261.895996
	Iteration 41Q: 3 clusters Score -4613390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4613396.000000 Penalty: 5261.895996
	Iteration 42Q: 3 clusters Score -4613396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4613402.000000 Penalty: 5261.895996
	Iteration 43Q: 3 clusters Score -4613402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -4613404.500000 Penalty: 5261.895996
	Iteration 44Q: 3 clusters Score -4613404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4613412.500000 Penalty: 5261.895996
	Iteration 45Q: 3 clusters Score -4613412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4613405.000000 Penalty: 5261.895996
	Iteration 46Q: 3 clusters Score -4613405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4613405.500000 Penalty: 5261.895996
	Iteration 47Q: 3 clusters Score -4613406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4613409.000000 Penalty: 5261.895996
	Iteration 48Q: 3 clusters Score -4613409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4613407.500000 Penalty: 5261.895996
	Iteration 49Q: 3 clusters Score -4613408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4613417.500000 Penalty: 5261.895996
	Iteration 50Q: 3 clusters Score -4613418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4613413.500000 Penalty: 5261.895996
	Iteration 51Q: 3 clusters Score -4613414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4613414.000000 Penalty: 5261.895996
	Iteration 52Q: 3 clusters Score -4613414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4613417.000000 Penalty: 5261.895996
	Iteration 53Q: 3 clusters Score -4613417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4613421.000000 Penalty: 5261.895996
	Iteration 54Q: 3 clusters Score -4613421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -4613416.500000 Penalty: 5261.895996
	Iteration 55Q: 3 clusters Score -4613416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -4613422.500000 Penalty: 5261.895996
	Iteration 56Q: 3 clusters Score -4613422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4613425.000000 Penalty: 5261.895996
	Iteration 57Q: 3 clusters Score -4613425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -4613421.500000 Penalty: 5261.895996
	Iteration 58Q: 3 clusters Score -4613422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4613428.500000 Penalty: 5261.895996
	Iteration 59Q: 3 clusters Score -4613428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -4613423.500000 Penalty: 5261.895996
	Iteration 60F: 3 clusters Score -4613424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -4613434.500000 Penalty: 5261.895996
	Iteration 61Q: 3 clusters Score -4613434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4613435.500000 Penalty: 5261.895996
	Iteration 62Q: 3 clusters Score -4613436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -4613442.000000 Penalty: 5261.895996
	Iteration 63Q: 3 clusters Score -4613442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -4613444.000000 Penalty: 5261.895996
	Iteration 64Q: 3 clusters Score -4613444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -4613447.000000 Penalty: 5261.895996
	Iteration 65Q: 3 clusters Score -4613447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -4613452.500000 Penalty: 5261.895996
	Iteration 66Q: 3 clusters Score -4613452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4613447.000000 Penalty: 5261.895996
	Iteration 67Q: 3 clusters Score -4613447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -4613451.000000 Penalty: 5261.895996
	Iteration 68Q: 3 clusters Score -4613451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4613445.500000 Penalty: 5261.895996
	Iteration 69Q: 3 clusters Score -4613446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -4613443.500000 Penalty: 5261.895996
	Iteration 70Q: 3 clusters Score -4613444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4613447.000000 Penalty: 5261.895996
	Iteration 71Q: 3 clusters Score -4613447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -4613447.500000 Penalty: 5261.895996
	Iteration 72Q: 3 clusters Score -4613448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -4613448.500000 Penalty: 5261.895996
	Iteration 73Q: 3 clusters Score -4613448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -4613448.000000 Penalty: 5261.895996
	Iteration 74Q: 3 clusters Score -4613448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -4613453.500000 Penalty: 5261.895996
	Iteration 75Q: 3 clusters Score -4613454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -4613450.000000 Penalty: 5261.895996
	Iteration 76Q: 3 clusters Score -4613450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4613454.000000 Penalty: 5261.895996
	Iteration 77Q: 3 clusters Score -4613454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -4613453.500000 Penalty: 5261.895996
	Iteration 78Q: 3 clusters Score -4613454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -4613456.500000 Penalty: 5261.895996
	Iteration 79Q: 3 clusters Score -4613456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4613454.000000 Penalty: 5261.895996
	Iteration 80F: 3 clusters Score -4613454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -184889.687500 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -184889.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182481.359375 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -182481.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -182884.234375 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -182884.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -182984.156250 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -182984.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -183041.140625 Penalty: 3685.630615
	Iteration 3Q: 3 clusters Score -183041.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -183081.109375 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -183081.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -183111.968750 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -183112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183135.593750 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -183135.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -183149.203125 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -183149.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -183158.078125 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -183158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183162.484375 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -183162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183166.453125 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -183166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183169.531250 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -183169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183172.078125 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -183172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183177.953125 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -183178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183180.453125 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -183180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -183183.171875 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -183183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183185.906250 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -183185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183186.343750 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -183186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183186.343750 Penalty: 3685.630615
	Iteration 18F: 3 clusters Score -183186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Entering Unmasked Estep 
Score: -6649862.500000 Penalty: 2723.046143
	Iteration 0F: 2 clusters Score -6649862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -6610436.500000 Penalty: 5446.092285
	Iteration 0F: 3 clusters Score -6610436 nChanged 27263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -6625582.000000 Penalty: 5446.092285
	Iteration 1F: 3 clusters Score -6625582 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -6626045.000000 Penalty: 5446.092285
	Iteration 2Q: 3 clusters Score -6626045 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -6626534.500000 Penalty: 5446.092285
	Iteration 3Q: 3 clusters Score -6626534 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -6626983.500000 Penalty: 5446.092285
	Iteration 4Q: 3 clusters Score -6626984 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -6627454.000000 Penalty: 5446.092285
	Iteration 5Q: 3 clusters Score -6627454 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -6627966.000000 Penalty: 5446.092285
	Iteration 6Q: 3 clusters Score -6627966 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -6628623.000000 Penalty: 5446.092285
	Iteration 7Q: 3 clusters Score -6628623 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6629528.500000 Penalty: 5446.092285
	Iteration 8Q: 3 clusters Score -6629528 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -6631027.000000 Penalty: 5446.092285
	Iteration 9Q: 3 clusters Score -6631027 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -6633260.500000 Penalty: 5446.092285
	Iteration 10F: 3 clusters Score -6633260 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6636113.500000 Penalty: 5446.092285
	Iteration 11F: 3 clusters Score -6636114 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6638896.500000 Penalty: 5446.092285
	Iteration 12F: 3 clusters Score -6638896 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6641333.000000 Penalty: 5446.092285
	Iteration 13Q: 3 clusters Score -6641333 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -6642987.500000 Penalty: 5446.092285
	Iteration 14Q: 3 clusters Score -6642988 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -6644178.000000 Penalty: 5446.092285
	Iteration 15Q: 3 clusters Score -6644178 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -6645039.000000 Penalty: 5446.092285
	Iteration 16Q: 3 clusters Score -6645039 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -6645756.000000 Penalty: 5446.092285
	Iteration 17Q: 3 clusters Score -6645756 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -6646189.000000 Penalty: 5446.092285
	Iteration 18Q: 3 clusters Score -6646189 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -6646490.000000 Penalty: 5446.092285
	Iteration 19Q: 3 clusters Score -6646490 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -6646715.000000 Penalty: 5446.092285
	Iteration 20F: 3 clusters Score -6646715 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -6646896.000000 Penalty: 5446.092285
	Iteration 21Q: 3 clusters Score -6646896 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -6647052.000000 Penalty: 5446.092285
	Iteration 22Q: 3 clusters Score -6647052 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -6647149.000000 Penalty: 5446.092285
	Iteration 23Q: 3 clusters Score -6647149 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -6647213.000000 Penalty: 5446.092285
	Iteration 24Q: 3 clusters Score -6647213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -6647243.000000 Penalty: 5446.092285
	Iteration 25Q: 3 clusters Score -6647243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -6647270.500000 Penalty: 5446.092285
	Iteration 26Q: 3 clusters Score -6647270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -6647307.000000 Penalty: 5446.092285
	Iteration 27Q: 3 clusters Score -6647307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -6647340.000000 Penalty: 5446.092285
	Iteration 28Q: 3 clusters Score -6647340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -6647360.000000 Penalty: 5446.092285
	Iteration 29Q: 3 clusters Score -6647360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -6647386.000000 Penalty: 5446.092285
	Iteration 30Q: 3 clusters Score -6647386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -6647409.500000 Penalty: 5446.092285
	Iteration 31Q: 3 clusters Score -6647410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -6647415.500000 Penalty: 5446.092285
	Iteration 32Q: 3 clusters Score -6647416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -6647434.500000 Penalty: 5446.092285
	Iteration 33Q: 3 clusters Score -6647434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -6647444.500000 Penalty: 5446.092285
	Iteration 34Q: 3 clusters Score -6647444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -6647456.000000 Penalty: 5446.092285
	Iteration 35Q: 3 clusters Score -6647456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -6647467.000000 Penalty: 5446.092285
	Iteration 36Q: 3 clusters Score -6647467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -6647484.500000 Penalty: 5446.092285
	Iteration 37Q: 3 clusters Score -6647484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -6647496.000000 Penalty: 5446.092285
	Iteration 38Q: 3 clusters Score -6647496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -6647506.500000 Penalty: 5446.092285
	Iteration 39Q: 3 clusters Score -6647506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -6647522.000000 Penalty: 5446.092285
	Iteration 40F: 3 clusters Score -6647522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -6647535.500000 Penalty: 5446.092285
	Iteration 41Q: 3 clusters Score -6647536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -6647531.000000 Penalty: 5446.092285
	Iteration 42Q: 3 clusters Score -6647531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -6647539.500000 Penalty: 5446.092285
	Iteration 43Q: 3 clusters Score -6647540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -6647544.000000 Penalty: 5446.092285
	Iteration 44Q: 3 clusters Score -6647544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -6647541.000000 Penalty: 5446.092285
	Iteration 45Q: 3 clusters Score -6647541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -6647544.500000 Penalty: 5446.092285
	Iteration 46Q: 3 clusters Score -6647544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -6647546.500000 Penalty: 5446.092285
	Iteration 47Q: 3 clusters Score -6647546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -6647549.000000 Penalty: 5446.092285
	Iteration 48Q: 3 clusters Score -6647549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -6647549.500000 Penalty: 5446.092285
	Iteration 49Q: 3 clusters Score -6647550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -6647550.000000 Penalty: 5446.092285
	Iteration 50Q: 3 clusters Score -6647550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -6647550.000000 Penalty: 5446.092285
	Iteration 51F: 3 clusters Score -6647550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -281204.250000 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -281204.2 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 1234 members 
Entering Unmasked Estep 
Score: -278208.531250 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -278208.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -278784.281250 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -278784.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -278914.843750 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -278914.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -278979.218750 Penalty: 3884.088135
	Iteration 3Q: 3 clusters Score -278979.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279019.562500 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -279019.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -279053.000000 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -279053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -279079.031250 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -279079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279108.593750 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -279108.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279131.343750 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -279131.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279147.125000 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -279147.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -279162.406250 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -279162.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -279172.593750 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -279172.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -279182.656250 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -279182.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -279189.406250 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -279189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -279196.406250 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -279196.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279203.343750 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -279203.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279215.250000 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -279215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -279223.625000 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -279223.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279232.000000 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -279232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279240.968750 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -279241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279247.375000 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -279247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279254.687500 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -279254.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -279259.000000 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -279259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279260.281250 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -279260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279262.375000 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -279262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279265.062500 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -279265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279266.000000 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -279266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279265.937500 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -279265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279265.937500 Penalty: 3884.088135
	Iteration 28F: 3 clusters Score -279265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -203315.437500 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -203315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -200666.000000 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -200666 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -201187.359375 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -201187.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -201421.015625 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -201421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -201667.234375 Penalty: 3766.813232
	Iteration 3F: 3 clusters Score -201667.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -202018.859375 Penalty: 3766.813232
	Iteration 4F: 3 clusters Score -202018.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -202496.375000 Penalty: 3766.813232
	Iteration 5F: 3 clusters Score -202496.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203176.312500 Penalty: 3766.813232
	Iteration 6F: 3 clusters Score -203176.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -203964.593750 Penalty: 3766.813232
	Iteration 7F: 3 clusters Score -203964.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -205134.765625 Penalty: 3766.813232
	Iteration 8F: 3 clusters Score -205134.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -205434.859375 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -205434.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -205496.687500 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -205496.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -205549.812500 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -205549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205557.046875 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -205557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205557.046875 Penalty: 3766.813232
	Iteration 13F: 3 clusters Score -205557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40484 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 58690 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 42693 members 
Mstep: Class 11 contains 235936 members 
Mstep: Class 12 contains 38480 members 
Mstep: Class 13 contains 19679 members 
Mstep: Class 14 contains 7090 members 
Mstep: Class 15 contains 37359 members 
Mstep: Class 16 contains 9147 members 
Mstep: Class 17 contains 253925 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
Score: -88593000.000000 Penalty: 60688.125000
Splitting cluster 7 changes total score from -88592048.000000 to -88593000.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -387935.187500 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -387935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -384297.500000 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -384297.5 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -385055.093750 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -385055.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -385201.312500 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -385201.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -385300.406250 Penalty: 4063.926514
	Iteration 3Q: 3 clusters Score -385300.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -385368.156250 Penalty: 4063.926514
	Iteration 4Q: 3 clusters Score -385368.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -385418.062500 Penalty: 4063.926514
	Iteration 5Q: 3 clusters Score -385418.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -385464.281250 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -385464.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -385511.875000 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -385511.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -385559.000000 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -385559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -385605.406250 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -385605.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -385649.718750 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -385649.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -385700.906250 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -385700.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -385761.250000 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -385761.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -385838.156250 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -385838.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -385924.531250 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -385924.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -386010.281250 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -386010.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -386101.593750 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -386101.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -386169.156250 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -386169.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -386236.875000 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -386236.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -386297.875000 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -386297.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -386337.937500 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -386337.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -386374.812500 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -386374.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -386399.625000 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -386399.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -386421.593750 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -386421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -386432.406250 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -386432.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -386442.781250 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -386442.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -386452.125000 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -386452.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -386453.750000 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -386453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -386454.718750 Penalty: 4063.926514
	Iteration 28Q: 3 clusters Score -386454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -386455.937500 Penalty: 4063.926514
	Iteration 29Q: 3 clusters Score -386455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -386456.250000 Penalty: 4063.926514
	Iteration 30Q: 3 clusters Score -386456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -386457.593750 Penalty: 4063.926514
	Iteration 31Q: 3 clusters Score -386457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -386459.968750 Penalty: 4063.926514
	Iteration 32Q: 3 clusters Score -386460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -386459.468750 Penalty: 4063.926514
	Iteration 33Q: 3 clusters Score -386459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -386460.500000 Penalty: 4063.926514
	Iteration 34Q: 3 clusters Score -386460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -386460.656250 Penalty: 4063.926514
	Iteration 35Q: 3 clusters Score -386460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -386460.656250 Penalty: 4063.926514
	Iteration 36F: 3 clusters Score -386460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -650932.750000 Penalty: 2170.169434
	Iteration 0F: 2 clusters Score -650932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -645612.125000 Penalty: 4340.338867
	Iteration 0F: 3 clusters Score -645612.1 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -647193.062500 Penalty: 4340.338867
	Iteration 1F: 3 clusters Score -647193.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -647680.500000 Penalty: 4340.338867
	Iteration 2F: 3 clusters Score -647680.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -648144.500000 Penalty: 4340.338867
	Iteration 3F: 3 clusters Score -648144.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -648519.812500 Penalty: 4340.338867
	Iteration 4F: 3 clusters Score -648519.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -648886.000000 Penalty: 4340.338867
	Iteration 5F: 3 clusters Score -648886 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -649218.250000 Penalty: 4340.338867
	Iteration 6F: 3 clusters Score -649218.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -649434.250000 Penalty: 4340.338867
	Iteration 7Q: 3 clusters Score -649434.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -649555.625000 Penalty: 4340.338867
	Iteration 8Q: 3 clusters Score -649555.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -649638.625000 Penalty: 4340.338867
	Iteration 9Q: 3 clusters Score -649638.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -649699.250000 Penalty: 4340.338867
	Iteration 10Q: 3 clusters Score -649699.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -649740.500000 Penalty: 4340.338867
	Iteration 11Q: 3 clusters Score -649740.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -649778.937500 Penalty: 4340.338867
	Iteration 12Q: 3 clusters Score -649778.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -649814.000000 Penalty: 4340.338867
	Iteration 13Q: 3 clusters Score -649814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -649856.625000 Penalty: 4340.338867
	Iteration 14Q: 3 clusters Score -649856.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -649890.687500 Penalty: 4340.338867
	Iteration 15Q: 3 clusters Score -649890.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -649916.937500 Penalty: 4340.338867
	Iteration 16Q: 3 clusters Score -649916.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -649937.312500 Penalty: 4340.338867
	Iteration 17Q: 3 clusters Score -649937.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -649948.250000 Penalty: 4340.338867
	Iteration 18Q: 3 clusters Score -649948.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -649959.500000 Penalty: 4340.338867
	Iteration 19Q: 3 clusters Score -649959.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -649965.312500 Penalty: 4340.338867
	Iteration 20F: 3 clusters Score -649965.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -649974.125000 Penalty: 4340.338867
	Iteration 21Q: 3 clusters Score -649974.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -649980.687500 Penalty: 4340.338867
	Iteration 22Q: 3 clusters Score -649980.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -649987.312500 Penalty: 4340.338867
	Iteration 23Q: 3 clusters Score -649987.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -649998.437500 Penalty: 4340.338867
	Iteration 24Q: 3 clusters Score -649998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -650003.187500 Penalty: 4340.338867
	Iteration 25Q: 3 clusters Score -650003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -650005.500000 Penalty: 4340.338867
	Iteration 26Q: 3 clusters Score -650005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -650008.062500 Penalty: 4340.338867
	Iteration 27Q: 3 clusters Score -650008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -650010.312500 Penalty: 4340.338867
	Iteration 28Q: 3 clusters Score -650010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -650010.312500 Penalty: 4340.338867
	Iteration 29F: 3 clusters Score -650010.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Entering Unmasked Estep 
Score: -4703457.000000 Penalty: 2644.123779
	Iteration 0F: 2 clusters Score -4703457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4674702.000000 Penalty: 5288.247559
	Iteration 0F: 3 clusters Score -4674702 nChanged 19564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4685396.500000 Penalty: 5288.247559
	Iteration 1F: 3 clusters Score -4685396 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4685863.500000 Penalty: 5288.247559
	Iteration 2Q: 3 clusters Score -4685864 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4686358.000000 Penalty: 5288.247559
	Iteration 3Q: 3 clusters Score -4686358 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4686966.000000 Penalty: 5288.247559
	Iteration 4Q: 3 clusters Score -4686966 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4687886.500000 Penalty: 5288.247559
	Iteration 5Q: 3 clusters Score -4687886 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4689131.000000 Penalty: 5288.247559
	Iteration 6F: 3 clusters Score -4689131 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -4690843.500000 Penalty: 5288.247559
	Iteration 7F: 3 clusters Score -4690844 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4692954.500000 Penalty: 5288.247559
	Iteration 8F: 3 clusters Score -4692954 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4695057.500000 Penalty: 5288.247559
	Iteration 9F: 3 clusters Score -4695058 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4696846.000000 Penalty: 5288.247559
	Iteration 10F: 3 clusters Score -4696846 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4698195.500000 Penalty: 5288.247559
	Iteration 11Q: 3 clusters Score -4698196 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4699398.000000 Penalty: 5288.247559
	Iteration 12Q: 3 clusters Score -4699398 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4700286.000000 Penalty: 5288.247559
	Iteration 13Q: 3 clusters Score -4700286 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4700773.000000 Penalty: 5288.247559
	Iteration 14Q: 3 clusters Score -4700773 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4701006.000000 Penalty: 5288.247559
	Iteration 15Q: 3 clusters Score -4701006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4701120.500000 Penalty: 5288.247559
	Iteration 16Q: 3 clusters Score -4701120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4701183.500000 Penalty: 5288.247559
	Iteration 17Q: 3 clusters Score -4701184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4701222.000000 Penalty: 5288.247559
	Iteration 18Q: 3 clusters Score -4701222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4701237.500000 Penalty: 5288.247559
	Iteration 19Q: 3 clusters Score -4701238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4701269.000000 Penalty: 5288.247559
	Iteration 20F: 3 clusters Score -4701269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4701287.500000 Penalty: 5288.247559
	Iteration 21Q: 3 clusters Score -4701288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4701310.000000 Penalty: 5288.247559
	Iteration 22Q: 3 clusters Score -4701310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4701320.000000 Penalty: 5288.247559
	Iteration 23Q: 3 clusters Score -4701320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4701328.500000 Penalty: 5288.247559
	Iteration 24Q: 3 clusters Score -4701328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4701344.500000 Penalty: 5288.247559
	Iteration 25Q: 3 clusters Score -4701344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4701355.000000 Penalty: 5288.247559
	Iteration 26Q: 3 clusters Score -4701355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4701351.500000 Penalty: 5288.247559
	Iteration 27Q: 3 clusters Score -4701352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4701356.500000 Penalty: 5288.247559
	Iteration 28Q: 3 clusters Score -4701356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4701355.500000 Penalty: 5288.247559
	Iteration 29Q: 3 clusters Score -4701356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4701360.500000 Penalty: 5288.247559
	Iteration 30Q: 3 clusters Score -4701360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4701360.500000 Penalty: 5288.247559
	Iteration 31F: 3 clusters Score -4701360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235936 members 
Entering Unmasked Estep 
Score: -26407744.000000 Penalty: 3068.086426
	Iteration 0F: 2 clusters Score -2.640774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118264 members 
Mstep: Class 2 contains 117672 members 
Entering Unmasked Estep 
Score: -26258698.000000 Penalty: 6136.172852
	Iteration 0F: 3 clusters Score -2.62587e+07 nChanged 113950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126084 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -26327702.000000 Penalty: 6136.172852
	Iteration 1F: 3 clusters Score -2.63277e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 104892 members 
Entering Unmasked Estep 
Score: -26330678.000000 Penalty: 6136.172852
	Iteration 2Q: 3 clusters Score -2.633068e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -26335270.000000 Penalty: 6136.172852
	Iteration 3Q: 3 clusters Score -2.633527e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148301 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -26342466.000000 Penalty: 6136.172852
	Iteration 4F: 3 clusters Score -2.634247e+07 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161242 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -26353076.000000 Penalty: 6136.172852
	Iteration 5F: 3 clusters Score -2.635308e+07 nChanged 16881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175477 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -26365834.000000 Penalty: 6136.172852
	Iteration 6F: 3 clusters Score -2.636583e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188430 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -26378548.000000 Penalty: 6136.172852
	Iteration 7F: 3 clusters Score -2.637855e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197876 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -26388348.000000 Penalty: 6136.172852
	Iteration 8Q: 3 clusters Score -2.638835e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203867 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -26394392.000000 Penalty: 6136.172852
	Iteration 9Q: 3 clusters Score -2.639439e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208128 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -26397736.000000 Penalty: 6136.172852
	Iteration 10Q: 3 clusters Score -2.639774e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211565 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -26399874.000000 Penalty: 6136.172852
	Iteration 11Q: 3 clusters Score -2.639987e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214596 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -26401656.000000 Penalty: 6136.172852
	Iteration 12Q: 3 clusters Score -2.640166e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217334 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -26403000.000000 Penalty: 6136.172852
	Iteration 13Q: 3 clusters Score -2.6403e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219814 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -26404178.000000 Penalty: 6136.172852
	Iteration 14Q: 3 clusters Score -2.640418e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222024 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -26404916.000000 Penalty: 6136.172852
	Iteration 15Q: 3 clusters Score -2.640492e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223925 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -26405324.000000 Penalty: 6136.172852
	Iteration 16Q: 3 clusters Score -2.640532e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225496 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -26405636.000000 Penalty: 6136.172852
	Iteration 17Q: 3 clusters Score -2.640564e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226816 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -26405698.000000 Penalty: 6136.172852
	Iteration 18Q: 3 clusters Score -2.64057e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227907 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -26405940.000000 Penalty: 6136.172852
	Iteration 19Q: 3 clusters Score -2.640594e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228778 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -26406022.000000 Penalty: 6136.172852
	Iteration 20F: 3 clusters Score -2.640602e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229487 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -26406176.000000 Penalty: 6136.172852
	Iteration 21Q: 3 clusters Score -2.640618e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230082 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -26406228.000000 Penalty: 6136.172852
	Iteration 22Q: 3 clusters Score -2.640623e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230595 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -26406228.000000 Penalty: 6136.172852
	Iteration 23Q: 3 clusters Score -2.640623e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231013 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -26406280.000000 Penalty: 6136.172852
	Iteration 24Q: 3 clusters Score -2.640628e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231368 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -26406336.000000 Penalty: 6136.172852
	Iteration 25Q: 3 clusters Score -2.640634e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231658 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -26406354.000000 Penalty: 6136.172852
	Iteration 26Q: 3 clusters Score -2.640635e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231888 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -26406398.000000 Penalty: 6136.172852
	Iteration 27Q: 3 clusters Score -2.64064e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232088 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -26406360.000000 Penalty: 6136.172852
	Iteration 28Q: 3 clusters Score -2.640636e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232258 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -26406390.000000 Penalty: 6136.172852
	Iteration 29Q: 3 clusters Score -2.640639e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232418 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -26406360.000000 Penalty: 6136.172852
	Iteration 30Q: 3 clusters Score -2.640636e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232545 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -26406396.000000 Penalty: 6136.172852
	Iteration 31Q: 3 clusters Score -2.64064e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232647 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -26406382.000000 Penalty: 6136.172852
	Iteration 32Q: 3 clusters Score -2.640638e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232748 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -26406390.000000 Penalty: 6136.172852
	Iteration 33Q: 3 clusters Score -2.640639e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232811 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -26406410.000000 Penalty: 6136.172852
	Iteration 34Q: 3 clusters Score -2.640641e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232887 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -26406384.000000 Penalty: 6136.172852
	Iteration 35Q: 3 clusters Score -2.640638e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232940 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -26406398.000000 Penalty: 6136.172852
	Iteration 36Q: 3 clusters Score -2.64064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232989 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -26406406.000000 Penalty: 6136.172852
	Iteration 37Q: 3 clusters Score -2.640641e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233039 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -26406420.000000 Penalty: 6136.172852
	Iteration 38Q: 3 clusters Score -2.640642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233081 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -26406372.000000 Penalty: 6136.172852
	Iteration 39Q: 3 clusters Score -2.640637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233119 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -26406398.000000 Penalty: 6136.172852
	Iteration 40F: 3 clusters Score -2.64064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233157 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -26406394.000000 Penalty: 6136.172852
	Iteration 41Q: 3 clusters Score -2.640639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233187 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -26406406.000000 Penalty: 6136.172852
	Iteration 42Q: 3 clusters Score -2.640641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233213 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -26406380.000000 Penalty: 6136.172852
	Iteration 43Q: 3 clusters Score -2.640638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233247 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -26406394.000000 Penalty: 6136.172852
	Iteration 44Q: 3 clusters Score -2.640639e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233268 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -26406414.000000 Penalty: 6136.172852
	Iteration 45Q: 3 clusters Score -2.640641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233286 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -26406450.000000 Penalty: 6136.172852
	Iteration 46Q: 3 clusters Score -2.640645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233307 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -26406452.000000 Penalty: 6136.172852
	Iteration 47Q: 3 clusters Score -2.640645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233332 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -26406460.000000 Penalty: 6136.172852
	Iteration 48Q: 3 clusters Score -2.640646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233349 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -26406478.000000 Penalty: 6136.172852
	Iteration 49Q: 3 clusters Score -2.640648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233375 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -26406464.000000 Penalty: 6136.172852
	Iteration 50Q: 3 clusters Score -2.640646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233391 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -26406434.000000 Penalty: 6136.172852
	Iteration 51Q: 3 clusters Score -2.640643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233403 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -26406430.000000 Penalty: 6136.172852
	Iteration 52Q: 3 clusters Score -2.640643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233417 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -26406440.000000 Penalty: 6136.172852
	Iteration 53Q: 3 clusters Score -2.640644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233425 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -26406464.000000 Penalty: 6136.172852
	Iteration 54Q: 3 clusters Score -2.640646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233431 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -26406472.000000 Penalty: 6136.172852
	Iteration 55Q: 3 clusters Score -2.640647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233445 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -26406488.000000 Penalty: 6136.172852
	Iteration 56Q: 3 clusters Score -2.640649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233450 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -26406460.000000 Penalty: 6136.172852
	Iteration 57Q: 3 clusters Score -2.640646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233453 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -26406464.000000 Penalty: 6136.172852
	Iteration 58Q: 3 clusters Score -2.640646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233457 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -26406468.000000 Penalty: 6136.172852
	Iteration 59Q: 3 clusters Score -2.640647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233463 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -26406468.000000 Penalty: 6136.172852
	Iteration 60F: 3 clusters Score -2.640647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233467 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -26406462.000000 Penalty: 6136.172852
	Iteration 61Q: 3 clusters Score -2.640646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233471 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -26406458.000000 Penalty: 6136.172852
	Iteration 62Q: 3 clusters Score -2.640646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233476 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -26406472.000000 Penalty: 6136.172852
	Iteration 63Q: 3 clusters Score -2.640647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233478 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -26406466.000000 Penalty: 6136.172852
	Iteration 64Q: 3 clusters Score -2.640647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233480 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -26406480.000000 Penalty: 6136.172852
	Iteration 65Q: 3 clusters Score -2.640648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233480 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -26406480.000000 Penalty: 6136.172852
	Iteration 66F: 3 clusters Score -2.640648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Entering Unmasked Estep 
Score: -4376699.500000 Penalty: 2618.357666
	Iteration 0F: 2 clusters Score -4376700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4350557.500000 Penalty: 5236.715332
	Iteration 0F: 3 clusters Score -4350558 nChanged 17576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4360150.000000 Penalty: 5236.715332
	Iteration 1F: 3 clusters Score -4360150 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4360598.500000 Penalty: 5236.715332
	Iteration 2Q: 3 clusters Score -4360598 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4360969.000000 Penalty: 5236.715332
	Iteration 3Q: 3 clusters Score -4360969 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4361368.000000 Penalty: 5236.715332
	Iteration 4Q: 3 clusters Score -4361368 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4361830.000000 Penalty: 5236.715332
	Iteration 5Q: 3 clusters Score -4361830 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -4362439.000000 Penalty: 5236.715332
	Iteration 6Q: 3 clusters Score -4362439 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4363339.000000 Penalty: 5236.715332
	Iteration 7Q: 3 clusters Score -4363339 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4364729.500000 Penalty: 5236.715332
	Iteration 8F: 3 clusters Score -4364730 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -4366769.500000 Penalty: 5236.715332
	Iteration 9F: 3 clusters Score -4366770 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4369225.500000 Penalty: 5236.715332
	Iteration 10F: 3 clusters Score -4369226 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4371479.000000 Penalty: 5236.715332
	Iteration 11F: 3 clusters Score -4371479 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4372984.500000 Penalty: 5236.715332
	Iteration 12Q: 3 clusters Score -4372984 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4373734.000000 Penalty: 5236.715332
	Iteration 13Q: 3 clusters Score -4373734 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4374087.000000 Penalty: 5236.715332
	Iteration 14Q: 3 clusters Score -4374087 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4374203.000000 Penalty: 5236.715332
	Iteration 15Q: 3 clusters Score -4374203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4374290.500000 Penalty: 5236.715332
	Iteration 16Q: 3 clusters Score -4374290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4374328.500000 Penalty: 5236.715332
	Iteration 17Q: 3 clusters Score -4374328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4374352.500000 Penalty: 5236.715332
	Iteration 18Q: 3 clusters Score -4374352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4374366.500000 Penalty: 5236.715332
	Iteration 19Q: 3 clusters Score -4374366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4374384.500000 Penalty: 5236.715332
	Iteration 20F: 3 clusters Score -4374384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4374400.000000 Penalty: 5236.715332
	Iteration 21Q: 3 clusters Score -4374400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4374412.500000 Penalty: 5236.715332
	Iteration 22Q: 3 clusters Score -4374412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4374413.500000 Penalty: 5236.715332
	Iteration 23Q: 3 clusters Score -4374414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4374415.500000 Penalty: 5236.715332
	Iteration 24Q: 3 clusters Score -4374416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4374417.000000 Penalty: 5236.715332
	Iteration 25Q: 3 clusters Score -4374417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4374417.000000 Penalty: 5236.715332
	Iteration 26Q: 3 clusters Score -4374417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4374417.000000 Penalty: 5236.715332
	Iteration 27F: 3 clusters Score -4374417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Entering Unmasked Estep 
Score: -2227966.250000 Penalty: 2452.052246
	Iteration 0F: 2 clusters Score -2227966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2214124.500000 Penalty: 4904.104492
	Iteration 0F: 3 clusters Score -2214124 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2218888.500000 Penalty: 4904.104492
	Iteration 1F: 3 clusters Score -2218888 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2219543.000000 Penalty: 4904.104492
	Iteration 2F: 3 clusters Score -2219543 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2220223.750000 Penalty: 4904.104492
	Iteration 3F: 3 clusters Score -2220224 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2220820.750000 Penalty: 4904.104492
	Iteration 4F: 3 clusters Score -2220821 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2221313.500000 Penalty: 4904.104492
	Iteration 5Q: 3 clusters Score -2221314 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2221758.250000 Penalty: 4904.104492
	Iteration 6Q: 3 clusters Score -2221758 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2222245.000000 Penalty: 4904.104492
	Iteration 7Q: 3 clusters Score -2222245 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2222711.500000 Penalty: 4904.104492
	Iteration 8Q: 3 clusters Score -2222712 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2223173.750000 Penalty: 4904.104492
	Iteration 9Q: 3 clusters Score -2223174 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2223619.500000 Penalty: 4904.104492
	Iteration 10Q: 3 clusters Score -2223620 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2224000.750000 Penalty: 4904.104492
	Iteration 11Q: 3 clusters Score -2224001 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2224344.000000 Penalty: 4904.104492
	Iteration 12Q: 3 clusters Score -2224344 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2224591.500000 Penalty: 4904.104492
	Iteration 13Q: 3 clusters Score -2224592 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2224785.250000 Penalty: 4904.104492
	Iteration 14Q: 3 clusters Score -2224785 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2224938.750000 Penalty: 4904.104492
	Iteration 15Q: 3 clusters Score -2224939 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2225061.250000 Penalty: 4904.104492
	Iteration 16Q: 3 clusters Score -2225061 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2225208.500000 Penalty: 4904.104492
	Iteration 17Q: 3 clusters Score -2225208 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2225366.000000 Penalty: 4904.104492
	Iteration 18Q: 3 clusters Score -2225366 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2225502.250000 Penalty: 4904.104492
	Iteration 19Q: 3 clusters Score -2225502 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2225612.750000 Penalty: 4904.104492
	Iteration 20F: 3 clusters Score -2225613 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2225685.500000 Penalty: 4904.104492
	Iteration 21Q: 3 clusters Score -2225686 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2225765.250000 Penalty: 4904.104492
	Iteration 22Q: 3 clusters Score -2225765 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2225832.500000 Penalty: 4904.104492
	Iteration 23Q: 3 clusters Score -2225832 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2225925.000000 Penalty: 4904.104492
	Iteration 24Q: 3 clusters Score -2225925 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2226002.500000 Penalty: 4904.104492
	Iteration 25Q: 3 clusters Score -2226002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2226051.750000 Penalty: 4904.104492
	Iteration 26Q: 3 clusters Score -2226052 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2226105.000000 Penalty: 4904.104492
	Iteration 27Q: 3 clusters Score -2226105 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2226162.500000 Penalty: 4904.104492
	Iteration 28Q: 3 clusters Score -2226162 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2226212.750000 Penalty: 4904.104492
	Iteration 29Q: 3 clusters Score -2226213 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2226256.250000 Penalty: 4904.104492
	Iteration 30Q: 3 clusters Score -2226256 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2226302.750000 Penalty: 4904.104492
	Iteration 31Q: 3 clusters Score -2226303 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2226334.000000 Penalty: 4904.104492
	Iteration 32Q: 3 clusters Score -2226334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2226379.000000 Penalty: 4904.104492
	Iteration 33Q: 3 clusters Score -2226379 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2226398.000000 Penalty: 4904.104492
	Iteration 34Q: 3 clusters Score -2226398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2226434.750000 Penalty: 4904.104492
	Iteration 35Q: 3 clusters Score -2226435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2226458.000000 Penalty: 4904.104492
	Iteration 36Q: 3 clusters Score -2226458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2226484.250000 Penalty: 4904.104492
	Iteration 37Q: 3 clusters Score -2226484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2226510.750000 Penalty: 4904.104492
	Iteration 38Q: 3 clusters Score -2226511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2226535.750000 Penalty: 4904.104492
	Iteration 39Q: 3 clusters Score -2226536 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2226563.000000 Penalty: 4904.104492
	Iteration 40F: 3 clusters Score -2226563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2226589.750000 Penalty: 4904.104492
	Iteration 41Q: 3 clusters Score -2226590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2226619.500000 Penalty: 4904.104492
	Iteration 42Q: 3 clusters Score -2226620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2226636.750000 Penalty: 4904.104492
	Iteration 43Q: 3 clusters Score -2226637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2226662.500000 Penalty: 4904.104492
	Iteration 44Q: 3 clusters Score -2226662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2226670.500000 Penalty: 4904.104492
	Iteration 45Q: 3 clusters Score -2226670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2226680.000000 Penalty: 4904.104492
	Iteration 46Q: 3 clusters Score -2226680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2226683.500000 Penalty: 4904.104492
	Iteration 47Q: 3 clusters Score -2226684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2226697.250000 Penalty: 4904.104492
	Iteration 48Q: 3 clusters Score -2226697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2226701.500000 Penalty: 4904.104492
	Iteration 49Q: 3 clusters Score -2226702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2226715.000000 Penalty: 4904.104492
	Iteration 50Q: 3 clusters Score -2226715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2226722.250000 Penalty: 4904.104492
	Iteration 51Q: 3 clusters Score -2226722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2226725.500000 Penalty: 4904.104492
	Iteration 52Q: 3 clusters Score -2226726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2226736.000000 Penalty: 4904.104492
	Iteration 53Q: 3 clusters Score -2226736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2226745.250000 Penalty: 4904.104492
	Iteration 54Q: 3 clusters Score -2226745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2226750.250000 Penalty: 4904.104492
	Iteration 55Q: 3 clusters Score -2226750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2226752.000000 Penalty: 4904.104492
	Iteration 56Q: 3 clusters Score -2226752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2226756.000000 Penalty: 4904.104492
	Iteration 57Q: 3 clusters Score -2226756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2226766.250000 Penalty: 4904.104492
	Iteration 58Q: 3 clusters Score -2226766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2226771.500000 Penalty: 4904.104492
	Iteration 59Q: 3 clusters Score -2226772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2226774.500000 Penalty: 4904.104492
	Iteration 60F: 3 clusters Score -2226774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2226773.750000 Penalty: 4904.104492
	Iteration 61Q: 3 clusters Score -2226774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2226767.500000 Penalty: 4904.104492
	Iteration 62Q: 3 clusters Score -2226768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2226773.000000 Penalty: 4904.104492
	Iteration 63Q: 3 clusters Score -2226773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2226775.250000 Penalty: 4904.104492
	Iteration 64Q: 3 clusters Score -2226775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2226772.000000 Penalty: 4904.104492
	Iteration 65Q: 3 clusters Score -2226772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2226772.000000 Penalty: 4904.104492
	Iteration 66F: 3 clusters Score -2226772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Entering Unmasked Estep 
Score: -807444.937500 Penalty: 2198.877197
	Iteration 0F: 2 clusters Score -807444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -801665.812500 Penalty: 4397.754395
	Iteration 0F: 3 clusters Score -801665.8 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -803199.375000 Penalty: 4397.754395
	Iteration 1F: 3 clusters Score -803199.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -803503.875000 Penalty: 4397.754395
	Iteration 2F: 3 clusters Score -803503.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -803768.250000 Penalty: 4397.754395
	Iteration 3F: 3 clusters Score -803768.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -804002.437500 Penalty: 4397.754395
	Iteration 4F: 3 clusters Score -804002.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -804222.562500 Penalty: 4397.754395
	Iteration 5Q: 3 clusters Score -804222.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -804450.812500 Penalty: 4397.754395
	Iteration 6Q: 3 clusters Score -804450.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -804700.937500 Penalty: 4397.754395
	Iteration 7Q: 3 clusters Score -804700.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -804937.500000 Penalty: 4397.754395
	Iteration 8Q: 3 clusters Score -804937.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -805143.812500 Penalty: 4397.754395
	Iteration 9Q: 3 clusters Score -805143.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -805320.437500 Penalty: 4397.754395
	Iteration 10Q: 3 clusters Score -805320.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -805452.375000 Penalty: 4397.754395
	Iteration 11Q: 3 clusters Score -805452.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -805561.062500 Penalty: 4397.754395
	Iteration 12Q: 3 clusters Score -805561.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -805623.125000 Penalty: 4397.754395
	Iteration 13Q: 3 clusters Score -805623.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -805670.312500 Penalty: 4397.754395
	Iteration 14Q: 3 clusters Score -805670.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -805715.812500 Penalty: 4397.754395
	Iteration 15Q: 3 clusters Score -805715.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -805749.812500 Penalty: 4397.754395
	Iteration 16Q: 3 clusters Score -805749.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -805780.062500 Penalty: 4397.754395
	Iteration 17Q: 3 clusters Score -805780.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -805802.875000 Penalty: 4397.754395
	Iteration 18Q: 3 clusters Score -805802.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -805814.875000 Penalty: 4397.754395
	Iteration 19Q: 3 clusters Score -805814.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -805822.375000 Penalty: 4397.754395
	Iteration 20F: 3 clusters Score -805822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -805827.500000 Penalty: 4397.754395
	Iteration 21Q: 3 clusters Score -805827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -805836.000000 Penalty: 4397.754395
	Iteration 22Q: 3 clusters Score -805836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -805837.812500 Penalty: 4397.754395
	Iteration 23Q: 3 clusters Score -805837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -805838.000000 Penalty: 4397.754395
	Iteration 24Q: 3 clusters Score -805838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -805838.000000 Penalty: 4397.754395
	Iteration 25F: 3 clusters Score -805838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Entering Unmasked Estep 
Score: -4234680.000000 Penalty: 2611.025635
	Iteration 0F: 2 clusters Score -4234680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -4209333.500000 Penalty: 5222.051270
	Iteration 0F: 3 clusters Score -4209334 nChanged 17056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4218476.000000 Penalty: 5222.051270
	Iteration 1F: 3 clusters Score -4218476 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4219176.500000 Penalty: 5222.051270
	Iteration 2Q: 3 clusters Score -4219176 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4220174.500000 Penalty: 5222.051270
	Iteration 3Q: 3 clusters Score -4220174 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4221439.000000 Penalty: 5222.051270
	Iteration 4F: 3 clusters Score -4221439 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4222760.500000 Penalty: 5222.051270
	Iteration 5F: 3 clusters Score -4222760 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4224315.500000 Penalty: 5222.051270
	Iteration 6F: 3 clusters Score -4224316 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -4225860.000000 Penalty: 5222.051270
	Iteration 7F: 3 clusters Score -4225860 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4227368.000000 Penalty: 5222.051270
	Iteration 8F: 3 clusters Score -4227368 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4228759.000000 Penalty: 5222.051270
	Iteration 9F: 3 clusters Score -4228759 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4229901.000000 Penalty: 5222.051270
	Iteration 10Q: 3 clusters Score -4229901 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -4230702.500000 Penalty: 5222.051270
	Iteration 11Q: 3 clusters Score -4230702 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4231243.000000 Penalty: 5222.051270
	Iteration 12Q: 3 clusters Score -4231243 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4231620.500000 Penalty: 5222.051270
	Iteration 13Q: 3 clusters Score -4231620 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4231892.000000 Penalty: 5222.051270
	Iteration 14Q: 3 clusters Score -4231892 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4232129.000000 Penalty: 5222.051270
	Iteration 15Q: 3 clusters Score -4232129 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -4232304.000000 Penalty: 5222.051270
	Iteration 16Q: 3 clusters Score -4232304 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4232483.500000 Penalty: 5222.051270
	Iteration 17Q: 3 clusters Score -4232484 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -4232628.000000 Penalty: 5222.051270
	Iteration 18Q: 3 clusters Score -4232628 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -4232799.500000 Penalty: 5222.051270
	Iteration 19Q: 3 clusters Score -4232800 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4232894.500000 Penalty: 5222.051270
	Iteration 20F: 3 clusters Score -4232894 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4233016.000000 Penalty: 5222.051270
	Iteration 21Q: 3 clusters Score -4233016 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -4233135.000000 Penalty: 5222.051270
	Iteration 22Q: 3 clusters Score -4233135 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4233219.500000 Penalty: 5222.051270
	Iteration 23Q: 3 clusters Score -4233220 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -4233360.000000 Penalty: 5222.051270
	Iteration 24Q: 3 clusters Score -4233360 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -4233441.000000 Penalty: 5222.051270
	Iteration 25Q: 3 clusters Score -4233441 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -4233526.500000 Penalty: 5222.051270
	Iteration 26Q: 3 clusters Score -4233526 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4233589.500000 Penalty: 5222.051270
	Iteration 27Q: 3 clusters Score -4233590 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4233653.500000 Penalty: 5222.051270
	Iteration 28Q: 3 clusters Score -4233654 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4233725.500000 Penalty: 5222.051270
	Iteration 29Q: 3 clusters Score -4233726 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4233785.000000 Penalty: 5222.051270
	Iteration 30Q: 3 clusters Score -4233785 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4233828.000000 Penalty: 5222.051270
	Iteration 31Q: 3 clusters Score -4233828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4233875.500000 Penalty: 5222.051270
	Iteration 32Q: 3 clusters Score -4233876 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4233924.500000 Penalty: 5222.051270
	Iteration 33Q: 3 clusters Score -4233924 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4233970.000000 Penalty: 5222.051270
	Iteration 34Q: 3 clusters Score -4233970 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4234023.000000 Penalty: 5222.051270
	Iteration 35Q: 3 clusters Score -4234023 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4234066.000000 Penalty: 5222.051270
	Iteration 36Q: 3 clusters Score -4234066 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4234122.500000 Penalty: 5222.051270
	Iteration 37Q: 3 clusters Score -4234122 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4234175.000000 Penalty: 5222.051270
	Iteration 38Q: 3 clusters Score -4234175 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4234216.500000 Penalty: 5222.051270
	Iteration 39Q: 3 clusters Score -4234216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4234246.500000 Penalty: 5222.051270
	Iteration 40F: 3 clusters Score -4234246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4234270.500000 Penalty: 5222.051270
	Iteration 41Q: 3 clusters Score -4234270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4234286.000000 Penalty: 5222.051270
	Iteration 42Q: 3 clusters Score -4234286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4234315.500000 Penalty: 5222.051270
	Iteration 43Q: 3 clusters Score -4234316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4234317.500000 Penalty: 5222.051270
	Iteration 44Q: 3 clusters Score -4234318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4234323.500000 Penalty: 5222.051270
	Iteration 45Q: 3 clusters Score -4234324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4234337.500000 Penalty: 5222.051270
	Iteration 46Q: 3 clusters Score -4234338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4234350.000000 Penalty: 5222.051270
	Iteration 47Q: 3 clusters Score -4234350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4234365.000000 Penalty: 5222.051270
	Iteration 48Q: 3 clusters Score -4234365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4234359.000000 Penalty: 5222.051270
	Iteration 49Q: 3 clusters Score -4234359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4234363.500000 Penalty: 5222.051270
	Iteration 50Q: 3 clusters Score -4234364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4234362.000000 Penalty: 5222.051270
	Iteration 51Q: 3 clusters Score -4234362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4234371.000000 Penalty: 5222.051270
	Iteration 52Q: 3 clusters Score -4234371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4234370.000000 Penalty: 5222.051270
	Iteration 53Q: 3 clusters Score -4234370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4234369.500000 Penalty: 5222.051270
	Iteration 54Q: 3 clusters Score -4234370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4234373.500000 Penalty: 5222.051270
	Iteration 55Q: 3 clusters Score -4234374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4234372.000000 Penalty: 5222.051270
	Iteration 56Q: 3 clusters Score -4234372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4234374.500000 Penalty: 5222.051270
	Iteration 57Q: 3 clusters Score -4234374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4234372.000000 Penalty: 5222.051270
	Iteration 58Q: 3 clusters Score -4234372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4234372.000000 Penalty: 5222.051270
	Iteration 59Q: 3 clusters Score -4234372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4234372.000000 Penalty: 5222.051270
	Iteration 60F: 3 clusters Score -4234372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -1039591.375000 Penalty: 2262.052979
	Iteration 0F: 2 clusters Score -1039591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1032574.000000 Penalty: 4524.105957
	Iteration 0F: 3 clusters Score -1032574 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1034756.250000 Penalty: 4524.105957
	Iteration 1F: 3 clusters Score -1034756 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1035141.250000 Penalty: 4524.105957
	Iteration 2F: 3 clusters Score -1035141 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1035451.500000 Penalty: 4524.105957
	Iteration 3F: 3 clusters Score -1035452 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1035793.625000 Penalty: 4524.105957
	Iteration 4F: 3 clusters Score -1035794 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1036152.625000 Penalty: 4524.105957
	Iteration 5F: 3 clusters Score -1036153 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1036535.187500 Penalty: 4524.105957
	Iteration 6F: 3 clusters Score -1036535 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1036903.375000 Penalty: 4524.105957
	Iteration 7Q: 3 clusters Score -1036903 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1037197.062500 Penalty: 4524.105957
	Iteration 8Q: 3 clusters Score -1037197 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1037433.375000 Penalty: 4524.105957
	Iteration 9Q: 3 clusters Score -1037433 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1037623.125000 Penalty: 4524.105957
	Iteration 10Q: 3 clusters Score -1037623 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1037744.875000 Penalty: 4524.105957
	Iteration 11Q: 3 clusters Score -1037745 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1037845.937500 Penalty: 4524.105957
	Iteration 12Q: 3 clusters Score -1037846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1037909.187500 Penalty: 4524.105957
	Iteration 13Q: 3 clusters Score -1037909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1037980.062500 Penalty: 4524.105957
	Iteration 14Q: 3 clusters Score -1037980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1038042.312500 Penalty: 4524.105957
	Iteration 15Q: 3 clusters Score -1038042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1038088.375000 Penalty: 4524.105957
	Iteration 16Q: 3 clusters Score -1038088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1038125.875000 Penalty: 4524.105957
	Iteration 17Q: 3 clusters Score -1038126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1038150.375000 Penalty: 4524.105957
	Iteration 18Q: 3 clusters Score -1038150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1038173.750000 Penalty: 4524.105957
	Iteration 19Q: 3 clusters Score -1038174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1038198.000000 Penalty: 4524.105957
	Iteration 20F: 3 clusters Score -1038198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1038208.562500 Penalty: 4524.105957
	Iteration 21Q: 3 clusters Score -1038209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1038213.937500 Penalty: 4524.105957
	Iteration 22Q: 3 clusters Score -1038214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1038218.062500 Penalty: 4524.105957
	Iteration 23Q: 3 clusters Score -1038218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1038225.062500 Penalty: 4524.105957
	Iteration 24Q: 3 clusters Score -1038225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1038227.437500 Penalty: 4524.105957
	Iteration 25Q: 3 clusters Score -1038227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1038226.687500 Penalty: 4524.105957
	Iteration 26Q: 3 clusters Score -1038227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1038228.250000 Penalty: 4524.105957
	Iteration 27Q: 3 clusters Score -1038228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1038227.437500 Penalty: 4524.105957
	Iteration 28Q: 3 clusters Score -1038227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1038230.875000 Penalty: 4524.105957
	Iteration 29Q: 3 clusters Score -1038231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1038232.437500 Penalty: 4524.105957
	Iteration 30Q: 3 clusters Score -1038232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1038232.437500 Penalty: 4524.105957
	Iteration 31F: 3 clusters Score -1038232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253925 members 
Entering Unmasked Estep 
Score: -28632996.000000 Penalty: 3086.309082
	Iteration 0F: 2 clusters Score -2.8633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127525 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -28476688.000000 Penalty: 6172.618164
	Iteration 0F: 3 clusters Score -2.847669e+07 nChanged 122647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137680 members 
Mstep: Class 2 contains 116245 members 
Entering Unmasked Estep 
Score: -28549060.000000 Penalty: 6172.618164
	Iteration 1F: 3 clusters Score -2.854906e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144288 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -28551410.000000 Penalty: 6172.618164
	Iteration 2Q: 3 clusters Score -2.855141e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154490 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -28555254.000000 Penalty: 6172.618164
	Iteration 3Q: 3 clusters Score -2.855525e+07 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169719 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -28563786.000000 Penalty: 6172.618164
	Iteration 4F: 3 clusters Score -2.856379e+07 nChanged 21237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190930 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -28579756.000000 Penalty: 6172.618164
	Iteration 5F: 3 clusters Score -2.857976e+07 nChanged 24941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215869 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -28603246.000000 Penalty: 6172.618164
	Iteration 6F: 3 clusters Score -2.860325e+07 nChanged 21581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237450 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -28620144.000000 Penalty: 6172.618164
	Iteration 7F: 3 clusters Score -2.862014e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248783 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -28626776.000000 Penalty: 6172.618164
	Iteration 8Q: 3 clusters Score -2.862678e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252456 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -28629128.000000 Penalty: 6172.618164
	Iteration 9Q: 3 clusters Score -2.862913e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253371 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -28629840.000000 Penalty: 6172.618164
	Iteration 10Q: 3 clusters Score -2.862984e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253589 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28630110.000000 Penalty: 6172.618164
	Iteration 11Q: 3 clusters Score -2.863011e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253648 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28630232.000000 Penalty: 6172.618164
	Iteration 12Q: 3 clusters Score -2.863023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253674 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28630264.000000 Penalty: 6172.618164
	Iteration 13Q: 3 clusters Score -2.863026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253683 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28630286.000000 Penalty: 6172.618164
	Iteration 14Q: 3 clusters Score -2.863029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253679 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28630320.000000 Penalty: 6172.618164
	Iteration 15Q: 3 clusters Score -2.863032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253679 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28630322.000000 Penalty: 6172.618164
	Iteration 16Q: 3 clusters Score -2.863032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253684 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28630332.000000 Penalty: 6172.618164
	Iteration 17Q: 3 clusters Score -2.863033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253682 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28630334.000000 Penalty: 6172.618164
	Iteration 18Q: 3 clusters Score -2.863033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253680 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28630360.000000 Penalty: 6172.618164
	Iteration 19Q: 3 clusters Score -2.863036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253680 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28630360.000000 Penalty: 6172.618164
	Iteration 20F: 3 clusters Score -2.863036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253680 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28630368.000000 Penalty: 6172.618164
	Iteration 21Q: 3 clusters Score -2.863037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253679 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28630352.000000 Penalty: 6172.618164
	Iteration 22Q: 3 clusters Score -2.863035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253680 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2.863036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253678 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28630370.000000 Penalty: 6172.618164
	Iteration 24Q: 3 clusters Score -2.863037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253677 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2.863039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253678 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2.863039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253678 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28630388.000000 Penalty: 6172.618164
	Iteration 27F: 3 clusters Score -2.863039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40484 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 58690 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 42693 members 
Mstep: Class 11 contains 235936 members 
Mstep: Class 12 contains 38480 members 
Mstep: Class 13 contains 19679 members 
Mstep: Class 14 contains 7090 members 
Mstep: Class 15 contains 37359 members 
Mstep: Class 16 contains 9147 members 
Mstep: Class 17 contains 253925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -8.859303e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40486 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58655 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3638 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 42710 members 
Mstep: Class 11 contains 235928 members 
Mstep: Class 12 contains 38505 members 
Mstep: Class 13 contains 19658 members 
Mstep: Class 14 contains 7131 members 
Mstep: Class 15 contains 37346 members 
Mstep: Class 16 contains 9140 members 
Mstep: Class 17 contains 253905 members 
Mstep: Class 18 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 19 clusters Score -8.85931e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40479 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 5 contains 58624 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 42726 members 
Mstep: Class 11 contains 235925 members 
Mstep: Class 12 contains 38524 members 
Mstep: Class 13 contains 19631 members 
Mstep: Class 14 contains 7156 members 
Mstep: Class 15 contains 37337 members 
Mstep: Class 16 contains 9134 members 
Mstep: Class 17 contains 253904 members 
Mstep: Class 18 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 19 clusters Score -8.85931e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40477 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58597 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 42745 members 
Mstep: Class 11 contains 235928 members 
Mstep: Class 12 contains 38543 members 
Mstep: Class 13 contains 19607 members 
Mstep: Class 14 contains 7186 members 
Mstep: Class 15 contains 37326 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 253898 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 19 clusters Score -8.859304e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40469 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58577 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 42757 members 
Mstep: Class 11 contains 235938 members 
Mstep: Class 12 contains 38561 members 
Mstep: Class 13 contains 19574 members 
Mstep: Class 14 contains 7216 members 
Mstep: Class 15 contains 37316 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 253894 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 19 clusters Score -8.859316e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40469 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58554 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 42767 members 
Mstep: Class 11 contains 235947 members 
Mstep: Class 12 contains 38571 members 
Mstep: Class 13 contains 19543 members 
Mstep: Class 14 contains 7241 members 
Mstep: Class 15 contains 37309 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 253875 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -8.859322e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40466 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58525 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 42777 members 
Mstep: Class 11 contains 235941 members 
Mstep: Class 12 contains 38584 members 
Mstep: Class 13 contains 19523 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 15 contains 37302 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 253883 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -8.859334e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40462 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58503 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 42778 members 
Mstep: Class 11 contains 235949 members 
Mstep: Class 12 contains 38587 members 
Mstep: Class 13 contains 19505 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 37297 members 
Mstep: Class 16 contains 9112 members 
Mstep: Class 17 contains 253886 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -8.85933e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40462 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58480 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 42772 members 
Mstep: Class 11 contains 235962 members 
Mstep: Class 12 contains 38590 members 
Mstep: Class 13 contains 19488 members 
Mstep: Class 14 contains 7291 members 
Mstep: Class 15 contains 37295 members 
Mstep: Class 16 contains 9105 members 
Mstep: Class 17 contains 253885 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -8.859342e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40460 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58453 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 42782 members 
Mstep: Class 11 contains 235975 members 
Mstep: Class 12 contains 38598 members 
Mstep: Class 13 contains 19476 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 37289 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 253862 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 19 clusters Score -8.859339e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40456 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58436 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 42797 members 
Mstep: Class 11 contains 235988 members 
Mstep: Class 12 contains 38604 members 
Mstep: Class 13 contains 19466 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 37283 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 17 contains 253840 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 19 clusters Score -8.85935e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40457 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58406 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 6314 members 
Mstep: Class 10 contains 42820 members 
Mstep: Class 11 contains 236011 members 
Mstep: Class 12 contains 38608 members 
Mstep: Class 13 contains 19460 members 
Mstep: Class 14 contains 7342 members 
Mstep: Class 15 contains 37275 members 
Mstep: Class 16 contains 9086 members 
Mstep: Class 17 contains 253810 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 19 clusters Score -8.859353e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40451 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58383 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 42838 members 
Mstep: Class 11 contains 236000 members 
Mstep: Class 12 contains 38611 members 
Mstep: Class 13 contains 19455 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 37263 members 
Mstep: Class 16 contains 9076 members 
Mstep: Class 17 contains 253826 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 19 clusters Score -8.859346e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40447 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58355 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 42844 members 
Mstep: Class 11 contains 236004 members 
Mstep: Class 12 contains 38617 members 
Mstep: Class 13 contains 19449 members 
Mstep: Class 14 contains 7373 members 
Mstep: Class 15 contains 37252 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 17 contains 253829 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 19 clusters Score -8.859354e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40443 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58331 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 42850 members 
Mstep: Class 11 contains 236003 members 
Mstep: Class 12 contains 38611 members 
Mstep: Class 13 contains 19446 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 37246 members 
Mstep: Class 16 contains 9068 members 
Mstep: Class 17 contains 253828 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 19 clusters Score -8.859372e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40441 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58316 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 42854 members 
Mstep: Class 11 contains 235994 members 
Mstep: Class 12 contains 38611 members 
Mstep: Class 13 contains 19442 members 
Mstep: Class 14 contains 7405 members 
Mstep: Class 15 contains 37243 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 17 contains 253822 members 
Mstep: Class 18 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 19 clusters Score -8.859367e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40441 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58295 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 42866 members 
Mstep: Class 11 contains 235993 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19441 members 
Mstep: Class 14 contains 7421 members 
Mstep: Class 15 contains 37237 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 17 contains 253798 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 19 clusters Score -8.859361e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40441 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58272 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 42879 members 
Mstep: Class 11 contains 235987 members 
Mstep: Class 12 contains 38616 members 
Mstep: Class 13 contains 19440 members 
Mstep: Class 14 contains 7439 members 
Mstep: Class 15 contains 37236 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 253779 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -8.859366e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40441 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58261 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 42894 members 
Mstep: Class 11 contains 235985 members 
Mstep: Class 12 contains 38621 members 
Mstep: Class 13 contains 19436 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 37222 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 253762 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -8.859368e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40443 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58250 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 42903 members 
Mstep: Class 11 contains 235977 members 
Mstep: Class 12 contains 38617 members 
Mstep: Class 13 contains 19433 members 
Mstep: Class 14 contains 7462 members 
Mstep: Class 15 contains 37218 members 
Mstep: Class 16 contains 9068 members 
Mstep: Class 17 contains 253752 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -8.859375e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40442 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58243 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 42912 members 
Mstep: Class 11 contains 235984 members 
Mstep: Class 12 contains 38612 members 
Mstep: Class 13 contains 19432 members 
Mstep: Class 14 contains 7472 members 
Mstep: Class 15 contains 37212 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 253736 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -8.859375e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40440 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58238 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 42926 members 
Mstep: Class 11 contains 235989 members 
Mstep: Class 12 contains 38609 members 
Mstep: Class 13 contains 19431 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 37208 members 
Mstep: Class 16 contains 9062 members 
Mstep: Class 17 contains 253706 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -8.859373e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40441 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58233 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4053 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 42938 members 
Mstep: Class 11 contains 236007 members 
Mstep: Class 12 contains 38608 members 
Mstep: Class 13 contains 19426 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 37205 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 253670 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -8.859379e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40446 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58225 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 6300 members 
Mstep: Class 10 contains 42952 members 
Mstep: Class 11 contains 236007 members 
Mstep: Class 12 contains 38607 members 
Mstep: Class 13 contains 19424 members 
Mstep: Class 14 contains 7499 members 
Mstep: Class 15 contains 37203 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 17 contains 253655 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -8.859376e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40447 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58215 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 42976 members 
Mstep: Class 11 contains 236019 members 
Mstep: Class 12 contains 38608 members 
Mstep: Class 13 contains 19422 members 
Mstep: Class 14 contains 7504 members 
Mstep: Class 15 contains 37197 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 253631 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -8.859376e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40448 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58208 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 42991 members 
Mstep: Class 11 contains 236037 members 
Mstep: Class 12 contains 38607 members 
Mstep: Class 13 contains 19421 members 
Mstep: Class 14 contains 7509 members 
Mstep: Class 15 contains 37196 members 
Mstep: Class 16 contains 9035 members 
Mstep: Class 17 contains 253604 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -8.859385e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40447 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58204 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 43002 members 
Mstep: Class 11 contains 236052 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19419 members 
Mstep: Class 14 contains 7514 members 
Mstep: Class 15 contains 37194 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 253580 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -8.859383e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40448 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58200 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43011 members 
Mstep: Class 11 contains 236059 members 
Mstep: Class 12 contains 38604 members 
Mstep: Class 13 contains 19415 members 
Mstep: Class 14 contains 7516 members 
Mstep: Class 15 contains 37190 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 253566 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593776.000000 Penalty: 60688.125000
Iteration 106Q: 19 clusters Score -8.859378e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40442 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58194 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43015 members 
Mstep: Class 11 contains 236075 members 
Mstep: Class 12 contains 38601 members 
Mstep: Class 13 contains 19414 members 
Mstep: Class 14 contains 7517 members 
Mstep: Class 15 contains 37186 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 253565 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593744.000000 Penalty: 60688.125000
Iteration 107Q: 19 clusters Score -8.859374e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40436 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58184 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43022 members 
Mstep: Class 11 contains 236101 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 19413 members 
Mstep: Class 14 contains 7522 members 
Mstep: Class 15 contains 37183 members 
Mstep: Class 16 contains 9010 members 
Mstep: Class 17 contains 253554 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593768.000000 Penalty: 60688.125000
Iteration 108Q: 19 clusters Score -8.859377e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40432 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58180 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43024 members 
Mstep: Class 11 contains 236120 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 19408 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 37182 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 17 contains 253545 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593816.000000 Penalty: 60688.125000
Iteration 109Q: 19 clusters Score -8.859382e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40427 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58175 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43030 members 
Mstep: Class 11 contains 236127 members 
Mstep: Class 12 contains 38598 members 
Mstep: Class 13 contains 19406 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 17 contains 253533 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593824.000000 Penalty: 60688.125000
Iteration 110Q: 19 clusters Score -8.859382e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40421 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58167 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4141 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43033 members 
Mstep: Class 11 contains 236142 members 
Mstep: Class 12 contains 38596 members 
Mstep: Class 13 contains 19405 members 
Mstep: Class 14 contains 7535 members 
Mstep: Class 15 contains 37177 members 
Mstep: Class 16 contains 8984 members 
Mstep: Class 17 contains 253531 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593904.000000 Penalty: 60688.125000
Iteration 111Q: 19 clusters Score -8.85939e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40417 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58162 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43036 members 
Mstep: Class 11 contains 236148 members 
Mstep: Class 12 contains 38597 members 
Mstep: Class 13 contains 19402 members 
Mstep: Class 14 contains 7537 members 
Mstep: Class 15 contains 37175 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 253531 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593872.000000 Penalty: 60688.125000
Iteration 112Q: 19 clusters Score -8.859387e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40416 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58162 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43039 members 
Mstep: Class 11 contains 236151 members 
Mstep: Class 12 contains 38597 members 
Mstep: Class 13 contains 19391 members 
Mstep: Class 14 contains 7544 members 
Mstep: Class 15 contains 37172 members 
Mstep: Class 16 contains 8971 members 
Mstep: Class 17 contains 253533 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594000.000000 Penalty: 60688.125000
Iteration 113Q: 19 clusters Score -8.8594e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40414 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58157 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 43041 members 
Mstep: Class 11 contains 236150 members 
Mstep: Class 12 contains 38599 members 
Mstep: Class 13 contains 19382 members 
Mstep: Class 14 contains 7549 members 
Mstep: Class 15 contains 37172 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 253539 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593984.000000 Penalty: 60688.125000
Iteration 114Q: 19 clusters Score -8.859398e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40414 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58158 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 43040 members 
Mstep: Class 11 contains 236140 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 19375 members 
Mstep: Class 14 contains 7557 members 
Mstep: Class 15 contains 37171 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 253545 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593992.000000 Penalty: 60688.125000
Iteration 115Q: 19 clusters Score -8.859399e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40412 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58154 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43039 members 
Mstep: Class 11 contains 236147 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 19371 members 
Mstep: Class 14 contains 7564 members 
Mstep: Class 15 contains 37168 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253537 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593976.000000 Penalty: 60688.125000
Iteration 116Q: 19 clusters Score -8.859398e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40413 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58147 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4184 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43032 members 
Mstep: Class 11 contains 236156 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 19368 members 
Mstep: Class 14 contains 7573 members 
Mstep: Class 15 contains 37163 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253529 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593960.000000 Penalty: 60688.125000
Iteration 117Q: 19 clusters Score -8.859396e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40410 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 58139 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43025 members 
Mstep: Class 11 contains 236158 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 19365 members 
Mstep: Class 14 contains 7582 members 
Mstep: Class 15 contains 37161 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 253528 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594000.000000 Penalty: 60688.125000
Iteration 118Q: 19 clusters Score -8.8594e+07 nChanged 81
Entering ConstructFrom: 
Score: -88594000.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (41920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Entering Unmasked Estep 
Score: -4734002.000000 Penalty: 2639.592529
	Iteration 0F: 2 clusters Score -4734002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4705715.000000 Penalty: 5279.185059
	Iteration 0F: 3 clusters Score -4705715 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4716016.500000 Penalty: 5279.185059
	Iteration 1F: 3 clusters Score -4716016 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4716512.500000 Penalty: 5279.185059
	Iteration 2Q: 3 clusters Score -4716512 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4716974.500000 Penalty: 5279.185059
	Iteration 3Q: 3 clusters Score -4716974 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4717533.500000 Penalty: 5279.185059
	Iteration 4Q: 3 clusters Score -4717534 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4718130.000000 Penalty: 5279.185059
	Iteration 5Q: 3 clusters Score -4718130 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4718723.000000 Penalty: 5279.185059
	Iteration 6Q: 3 clusters Score -4718723 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4719420.500000 Penalty: 5279.185059
	Iteration 7Q: 3 clusters Score -4719420 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4720202.000000 Penalty: 5279.185059
	Iteration 8Q: 3 clusters Score -4720202 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4721151.500000 Penalty: 5279.185059
	Iteration 9Q: 3 clusters Score -4721152 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -4722202.000000 Penalty: 5279.185059
	Iteration 10Q: 3 clusters Score -4722202 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4723369.000000 Penalty: 5279.185059
	Iteration 11Q: 3 clusters Score -4723369 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -4724583.000000 Penalty: 5279.185059
	Iteration 12Q: 3 clusters Score -4724583 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4725773.500000 Penalty: 5279.185059
	Iteration 13Q: 3 clusters Score -4725774 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4726901.000000 Penalty: 5279.185059
	Iteration 14Q: 3 clusters Score -4726901 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4727858.500000 Penalty: 5279.185059
	Iteration 15Q: 3 clusters Score -4727858 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4728770.000000 Penalty: 5279.185059
	Iteration 16Q: 3 clusters Score -4728770 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -4729584.000000 Penalty: 5279.185059
	Iteration 17Q: 3 clusters Score -4729584 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4730295.000000 Penalty: 5279.185059
	Iteration 18Q: 3 clusters Score -4730295 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -4730877.500000 Penalty: 5279.185059
	Iteration 19Q: 3 clusters Score -4730878 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -4731352.000000 Penalty: 5279.185059
	Iteration 20F: 3 clusters Score -4731352 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4731679.500000 Penalty: 5279.185059
	Iteration 21Q: 3 clusters Score -4731680 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4731899.000000 Penalty: 5279.185059
	Iteration 22Q: 3 clusters Score -4731899 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4732072.500000 Penalty: 5279.185059
	Iteration 23Q: 3 clusters Score -4732072 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -4732193.000000 Penalty: 5279.185059
	Iteration 24Q: 3 clusters Score -4732193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -4732254.000000 Penalty: 5279.185059
	Iteration 25Q: 3 clusters Score -4732254 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4732300.500000 Penalty: 5279.185059
	Iteration 26Q: 3 clusters Score -4732300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4732292.500000 Penalty: 5279.185059
	Iteration 27Q: 3 clusters Score -4732292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4732310.000000 Penalty: 5279.185059
	Iteration 28Q: 3 clusters Score -4732310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -4732334.500000 Penalty: 5279.185059
	Iteration 29Q: 3 clusters Score -4732334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -4732332.500000 Penalty: 5279.185059
	Iteration 30Q: 3 clusters Score -4732332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -4732339.000000 Penalty: 5279.185059
	Iteration 31Q: 3 clusters Score -4732339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -4732339.000000 Penalty: 5279.185059
	Iteration 32Q: 3 clusters Score -4732339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -4732343.000000 Penalty: 5279.185059
	Iteration 33Q: 3 clusters Score -4732343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -4732345.500000 Penalty: 5279.185059
	Iteration 34Q: 3 clusters Score -4732346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4732346.000000 Penalty: 5279.185059
	Iteration 35Q: 3 clusters Score -4732346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4732346.500000 Penalty: 5279.185059
	Iteration 36Q: 3 clusters Score -4732346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4732352.500000 Penalty: 5279.185059
	Iteration 37Q: 3 clusters Score -4732352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4732354.000000 Penalty: 5279.185059
	Iteration 38Q: 3 clusters Score -4732354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -4732357.500000 Penalty: 5279.185059
	Iteration 39Q: 3 clusters Score -4732358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4732353.000000 Penalty: 5279.185059
	Iteration 40F: 3 clusters Score -4732353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -4732354.500000 Penalty: 5279.185059
	Iteration 41Q: 3 clusters Score -4732354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -4732352.500000 Penalty: 5279.185059
	Iteration 42Q: 3 clusters Score -4732352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -4732354.000000 Penalty: 5279.185059
	Iteration 43Q: 3 clusters Score -4732354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4732361.000000 Penalty: 5279.185059
	Iteration 44Q: 3 clusters Score -4732361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4732362.000000 Penalty: 5279.185059
	Iteration 45Q: 3 clusters Score -4732362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -4732365.000000 Penalty: 5279.185059
	Iteration 46Q: 3 clusters Score -4732365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -4732366.500000 Penalty: 5279.185059
	Iteration 47Q: 3 clusters Score -4732366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4732367.500000 Penalty: 5279.185059
	Iteration 48Q: 3 clusters Score -4732368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -4732370.500000 Penalty: 5279.185059
	Iteration 49Q: 3 clusters Score -4732370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -4732375.000000 Penalty: 5279.185059
	Iteration 50Q: 3 clusters Score -4732375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -4732377.000000 Penalty: 5279.185059
	Iteration 51Q: 3 clusters Score -4732377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -4732373.000000 Penalty: 5279.185059
	Iteration 52Q: 3 clusters Score -4732373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -4732372.500000 Penalty: 5279.185059
	Iteration 53Q: 3 clusters Score -4732372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4732376.000000 Penalty: 5279.185059
	Iteration 54Q: 3 clusters Score -4732376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4732376.500000 Penalty: 5279.185059
	Iteration 55Q: 3 clusters Score -4732376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4732376.000000 Penalty: 5279.185059
	Iteration 56Q: 3 clusters Score -4732376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4732375.500000 Penalty: 5279.185059
	Iteration 57Q: 3 clusters Score -4732376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4732376.500000 Penalty: 5279.185059
	Iteration 58Q: 3 clusters Score -4732376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4732378.500000 Penalty: 5279.185059
	Iteration 59Q: 3 clusters Score -4732378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4732381.000000 Penalty: 5279.185059
	Iteration 60F: 3 clusters Score -4732381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4732380.000000 Penalty: 5279.185059
	Iteration 61Q: 3 clusters Score -4732380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -4732379.000000 Penalty: 5279.185059
	Iteration 62Q: 3 clusters Score -4732379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4732380.000000 Penalty: 5279.185059
	Iteration 63Q: 3 clusters Score -4732380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4732381.500000 Penalty: 5279.185059
	Iteration 64Q: 3 clusters Score -4732382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4732384.500000 Penalty: 5279.185059
	Iteration 65Q: 3 clusters Score -4732384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4732390.000000 Penalty: 5279.185059
	Iteration 66Q: 3 clusters Score -4732390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -4732389.500000 Penalty: 5279.185059
	Iteration 67Q: 3 clusters Score -4732390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4732394.500000 Penalty: 5279.185059
	Iteration 68Q: 3 clusters Score -4732394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -4732393.500000 Penalty: 5279.185059
	Iteration 69Q: 3 clusters Score -4732394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4732398.500000 Penalty: 5279.185059
	Iteration 70Q: 3 clusters Score -4732398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -4732397.500000 Penalty: 5279.185059
	Iteration 71Q: 3 clusters Score -4732398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -4732397.500000 Penalty: 5279.185059
	Iteration 72F: 3 clusters Score -4732398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -50898.687500 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -50898.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49354.785156 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -49354.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49521.960938 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -49521.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49593.539062 Penalty: 3104.752441
	Iteration 2Q: 3 clusters Score -49593.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49694.566406 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -49694.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49848.050781 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -49848.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49941.578125 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -49941.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50065.332031 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -50065.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50181.292969 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -50181.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50290.164062 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -50290.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50502.988281 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -50502.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50843.214844 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -50843.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51046.781250 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -51046.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51219.839844 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -51219.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51371.859375 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -51371.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51422.175781 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -51422.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51422.175781 Penalty: 3104.752441
	Iteration 15F: 3 clusters Score -51422.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58133 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43021 members 
Mstep: Class 11 contains 236156 members 
Mstep: Class 12 contains 38603 members 
Mstep: Class 13 contains 19363 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 37158 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253531 members 
Mstep: Class 18 contains 985 members 
Mstep: Class 19 contains 275 members 
Entering Unmasked Estep 
Score: -88592608.000000 Penalty: 64059.687500
Splitting cluster 2 changes total score from -88594000.000000 to -88592608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (40406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Entering Unmasked Estep 
Score: -4606682.500000 Penalty: 2630.469971
	Iteration 0F: 2 clusters Score -4606682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4579279.000000 Penalty: 5260.939941
	Iteration 0F: 3 clusters Score -4579279 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4589529.000000 Penalty: 5260.939941
	Iteration 1F: 3 clusters Score -4589529 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4590023.000000 Penalty: 5260.939941
	Iteration 2Q: 3 clusters Score -4590023 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4590573.500000 Penalty: 5260.939941
	Iteration 3Q: 3 clusters Score -4590574 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4591218.500000 Penalty: 5260.939941
	Iteration 4Q: 3 clusters Score -4591218 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4592167.500000 Penalty: 5260.939941
	Iteration 5Q: 3 clusters Score -4592168 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4593311.500000 Penalty: 5260.939941
	Iteration 6Q: 3 clusters Score -4593312 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4594705.000000 Penalty: 5260.939941
	Iteration 7F: 3 clusters Score -4594705 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4596440.500000 Penalty: 5260.939941
	Iteration 8F: 3 clusters Score -4596440 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4598431.500000 Penalty: 5260.939941
	Iteration 9F: 3 clusters Score -4598432 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4600100.000000 Penalty: 5260.939941
	Iteration 10F: 3 clusters Score -4600100 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -4600934.000000 Penalty: 5260.939941
	Iteration 11Q: 3 clusters Score -4600934 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4601303.500000 Penalty: 5260.939941
	Iteration 12Q: 3 clusters Score -4601304 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4601510.500000 Penalty: 5260.939941
	Iteration 13Q: 3 clusters Score -4601510 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -4601694.000000 Penalty: 5260.939941
	Iteration 14Q: 3 clusters Score -4601694 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4601805.500000 Penalty: 5260.939941
	Iteration 15Q: 3 clusters Score -4601806 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -4601923.000000 Penalty: 5260.939941
	Iteration 16Q: 3 clusters Score -4601923 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4602014.000000 Penalty: 5260.939941
	Iteration 17Q: 3 clusters Score -4602014 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4602094.000000 Penalty: 5260.939941
	Iteration 18Q: 3 clusters Score -4602094 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4602193.000000 Penalty: 5260.939941
	Iteration 19Q: 3 clusters Score -4602193 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4602267.500000 Penalty: 5260.939941
	Iteration 20F: 3 clusters Score -4602268 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4602352.500000 Penalty: 5260.939941
	Iteration 21Q: 3 clusters Score -4602352 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4602431.500000 Penalty: 5260.939941
	Iteration 22Q: 3 clusters Score -4602432 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4602514.500000 Penalty: 5260.939941
	Iteration 23Q: 3 clusters Score -4602514 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -4602597.000000 Penalty: 5260.939941
	Iteration 24Q: 3 clusters Score -4602597 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4602666.500000 Penalty: 5260.939941
	Iteration 25Q: 3 clusters Score -4602666 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4602730.000000 Penalty: 5260.939941
	Iteration 26Q: 3 clusters Score -4602730 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4602807.000000 Penalty: 5260.939941
	Iteration 27Q: 3 clusters Score -4602807 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -4602888.500000 Penalty: 5260.939941
	Iteration 28Q: 3 clusters Score -4602888 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -4602959.500000 Penalty: 5260.939941
	Iteration 29Q: 3 clusters Score -4602960 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -4603049.500000 Penalty: 5260.939941
	Iteration 30Q: 3 clusters Score -4603050 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4603144.500000 Penalty: 5260.939941
	Iteration 31Q: 3 clusters Score -4603144 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4603219.000000 Penalty: 5260.939941
	Iteration 32Q: 3 clusters Score -4603219 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -4603294.000000 Penalty: 5260.939941
	Iteration 33Q: 3 clusters Score -4603294 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4603386.000000 Penalty: 5260.939941
	Iteration 34Q: 3 clusters Score -4603386 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4603472.000000 Penalty: 5260.939941
	Iteration 35Q: 3 clusters Score -4603472 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4603541.500000 Penalty: 5260.939941
	Iteration 36Q: 3 clusters Score -4603542 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4603624.000000 Penalty: 5260.939941
	Iteration 37Q: 3 clusters Score -4603624 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4603686.500000 Penalty: 5260.939941
	Iteration 38Q: 3 clusters Score -4603686 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4603798.000000 Penalty: 5260.939941
	Iteration 39Q: 3 clusters Score -4603798 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4603867.000000 Penalty: 5260.939941
	Iteration 40F: 3 clusters Score -4603867 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4603958.500000 Penalty: 5260.939941
	Iteration 41Q: 3 clusters Score -4603958 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4604041.500000 Penalty: 5260.939941
	Iteration 42Q: 3 clusters Score -4604042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4604117.000000 Penalty: 5260.939941
	Iteration 43Q: 3 clusters Score -4604117 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4604164.500000 Penalty: 5260.939941
	Iteration 44Q: 3 clusters Score -4604164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4604213.000000 Penalty: 5260.939941
	Iteration 45Q: 3 clusters Score -4604213 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4604256.000000 Penalty: 5260.939941
	Iteration 46Q: 3 clusters Score -4604256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4604301.500000 Penalty: 5260.939941
	Iteration 47Q: 3 clusters Score -4604302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4604333.500000 Penalty: 5260.939941
	Iteration 48Q: 3 clusters Score -4604334 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4604394.500000 Penalty: 5260.939941
	Iteration 49Q: 3 clusters Score -4604394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4604446.000000 Penalty: 5260.939941
	Iteration 50Q: 3 clusters Score -4604446 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4604480 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4604508 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4604520 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4604528 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4604562 nChanged 50
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Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4604562 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4604564 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4604592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4604585 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4604590 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4604590 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4604593 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4604599 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4604601 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4604605 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4604608 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4604615.500000 Penalty: 5260.939941
	Iteration 67Q: 3 clusters Score -4604616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4604618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4604622 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4604623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4604639 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4604636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4604642.000000 Penalty: 5260.939941
	Iteration 73Q: 3 clusters Score -4604642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4604640.500000 Penalty: 5260.939941
	Iteration 74Q: 3 clusters Score -4604640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4604638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4604635.000000 Penalty: 5260.939941
	Iteration 76Q: 3 clusters Score -4604635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4604634.500000 Penalty: 5260.939941
	Iteration 77Q: 3 clusters Score -4604634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4604645.500000 Penalty: 5260.939941
	Iteration 78Q: 3 clusters Score -4604646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4604649 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4604652 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4604647 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4604648 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38120 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4604654 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4604654 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4604652 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4604652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4604650.000000 Penalty: 5260.939941
	Iteration 87Q: 3 clusters Score -4604650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4604653.000000 Penalty: 5260.939941
	Iteration 88Q: 3 clusters Score -4604653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4604648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4604648.500000 Penalty: 5260.939941
	Iteration 90Q: 3 clusters Score -4604648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4604649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4604653.500000 Penalty: 5260.939941
	Iteration 92Q: 3 clusters Score -4604654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4604653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4604656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4604656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4604666 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4604669 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4604671 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4604682.000000 Penalty: 5260.939941
	Iteration 99Q: 3 clusters Score -4604682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4604684.500000 Penalty: 5260.939941
	Iteration 100F: 3 clusters Score -4604684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4604681.500000 Penalty: 5260.939941
	Iteration 101Q: 3 clusters Score -4604682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4604686.000000 Penalty: 5260.939941
	Iteration 102Q: 3 clusters Score -4604686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4604687.000000 Penalty: 5260.939941
	Iteration 103Q: 3 clusters Score -4604687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4604691.000000 Penalty: 5260.939941
	Iteration 104Q: 3 clusters Score -4604691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4604688.000000 Penalty: 5260.939941
	Iteration 105Q: 3 clusters Score -4604688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4604695.000000 Penalty: 5260.939941
	Iteration 106Q: 3 clusters Score -4604695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4604693.000000 Penalty: 5260.939941
	Iteration 107Q: 3 clusters Score -4604693 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4604690.500000 Penalty: 5260.939941
	Iteration 108Q: 3 clusters Score -4604690 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4604691.500000 Penalty: 5260.939941
	Iteration 109Q: 3 clusters Score -4604692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4604694.500000 Penalty: 5260.939941
	Iteration 110Q: 3 clusters Score -4604694 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4604698.500000 Penalty: 5260.939941
	Iteration 111Q: 3 clusters Score -4604698 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4604700.000000 Penalty: 5260.939941
	Iteration 112Q: 3 clusters Score -4604700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4604702.000000 Penalty: 5260.939941
	Iteration 113Q: 3 clusters Score -4604702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4604708.000000 Penalty: 5260.939941
	Iteration 114Q: 3 clusters Score -4604708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4604713.500000 Penalty: 5260.939941
	Iteration 115Q: 3 clusters Score -4604714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4604716.000000 Penalty: 5260.939941
	Iteration 116Q: 3 clusters Score -4604716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4604714.500000 Penalty: 5260.939941
	Iteration 117Q: 3 clusters Score -4604714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4604719.500000 Penalty: 5260.939941
	Iteration 118Q: 3 clusters Score -4604720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4604711.500000 Penalty: 5260.939941
	Iteration 119Q: 3 clusters Score -4604712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4604710.500000 Penalty: 5260.939941
	Iteration 120F: 3 clusters Score -4604710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4604712.500000 Penalty: 5260.939941
	Iteration 121Q: 3 clusters Score -4604712 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4604709.000000 Penalty: 5260.939941
	Iteration 122Q: 3 clusters Score -4604709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4604725.500000 Penalty: 5260.939941
	Iteration 123Q: 3 clusters Score -4604726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4604713.000000 Penalty: 5260.939941
	Iteration 124Q: 3 clusters Score -4604713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4604721.000000 Penalty: 5260.939941
	Iteration 125Q: 3 clusters Score -4604721 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4604728.000000 Penalty: 5260.939941
	Iteration 126Q: 3 clusters Score -4604728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4604729.500000 Penalty: 5260.939941
	Iteration 127Q: 3 clusters Score -4604730 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4604730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4604728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4604724.000000 Penalty: 5260.939941
	Iteration 130Q: 3 clusters Score -4604724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4604722.000000 Penalty: 5260.939941
	Iteration 131Q: 3 clusters Score -4604722 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4604726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4604726.500000 Penalty: 5260.939941
	Iteration 133Q: 3 clusters Score -4604726 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4604726 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 135F: 3 clusters Score -4604726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -185210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 845 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -182753.5 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -183181.6 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -183287.7 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -183337.687500 Penalty: 3686.511963
	Iteration 3Q: 3 clusters Score -183337.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -183369.484375 Penalty: 3686.511963
	Iteration 4Q: 3 clusters Score -183369.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183393.484375 Penalty: 3686.511963
	Iteration 5Q: 3 clusters Score -183393.5 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183409.390625 Penalty: 3686.511963
	Iteration 6Q: 3 clusters Score -183409.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -183421.640625 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -183421.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183428.765625 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -183428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183440.468750 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -183440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183447.984375 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -183448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183452.953125 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -183453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -183457.234375 Penalty: 3686.511963
	Iteration 12Q: 3 clusters Score -183457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183459.375000 Penalty: 3686.511963
	Iteration 13Q: 3 clusters Score -183459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183462.421875 Penalty: 3686.511963
	Iteration 14Q: 3 clusters Score -183462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183466.906250 Penalty: 3686.511963
	Iteration 15Q: 3 clusters Score -183466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183469.500000 Penalty: 3686.511963
	Iteration 16Q: 3 clusters Score -183469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183472.484375 Penalty: 3686.511963
	Iteration 17Q: 3 clusters Score -183472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183475.593750 Penalty: 3686.511963
	Iteration 18Q: 3 clusters Score -183475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183476.609375 Penalty: 3686.511963
	Iteration 19Q: 3 clusters Score -183476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183477.437500 Penalty: 3686.511963
	Iteration 20F: 3 clusters Score -183477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -183478.671875 Penalty: 3686.511963
	Iteration 21Q: 3 clusters Score -183478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -183479.875000 Penalty: 3686.511963
	Iteration 22Q: 3 clusters Score -183479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -183480.265625 Penalty: 3686.511963
	Iteration 23Q: 3 clusters Score -183480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -183480.265625 Penalty: 3686.511963
	Iteration 24F: 3 clusters Score -183480.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Entering Unmasked Estep 
Score: -6587425.500000 Penalty: 2720.681152
	Iteration 0F: 2 clusters Score -6587426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6548311.000000 Penalty: 5441.362305
	Iteration 0F: 3 clusters Score -6548311 nChanged 27143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -6563225.500000 Penalty: 5441.362305
	Iteration 1F: 3 clusters Score -6563226 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -6563748.500000 Penalty: 5441.362305
	Iteration 2Q: 3 clusters Score -6563748 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -6564274.000000 Penalty: 5441.362305
	Iteration 3Q: 3 clusters Score -6564274 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6564769.500000 Penalty: 5441.362305
	Iteration 4Q: 3 clusters Score -6564770 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -6565294.500000 Penalty: 5441.362305
	Iteration 5Q: 3 clusters Score -6565294 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6565920.500000 Penalty: 5441.362305
	Iteration 6Q: 3 clusters Score -6565920 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -6566697.000000 Penalty: 5441.362305
	Iteration 7Q: 3 clusters Score -6566697 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6567825.500000 Penalty: 5441.362305
	Iteration 8Q: 3 clusters Score -6567826 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -6569728.000000 Penalty: 5441.362305
	Iteration 9F: 3 clusters Score -6569728 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -6572620.500000 Penalty: 5441.362305
	Iteration 10F: 3 clusters Score -6572620 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -6576491.500000 Penalty: 5441.362305
	Iteration 11F: 3 clusters Score -6576492 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -6580331.500000 Penalty: 5441.362305
	Iteration 12F: 3 clusters Score -6580332 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -6582893.000000 Penalty: 5441.362305
	Iteration 13Q: 3 clusters Score -6582893 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -6584084.500000 Penalty: 5441.362305
	Iteration 14Q: 3 clusters Score -6584084 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -6584561.500000 Penalty: 5441.362305
	Iteration 15Q: 3 clusters Score -6584562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -6584784.500000 Penalty: 5441.362305
	Iteration 16Q: 3 clusters Score -6584784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -6584885.500000 Penalty: 5441.362305
	Iteration 17Q: 3 clusters Score -6584886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -6584959.000000 Penalty: 5441.362305
	Iteration 18Q: 3 clusters Score -6584959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -6585012.500000 Penalty: 5441.362305
	Iteration 19Q: 3 clusters Score -6585012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -6585027.500000 Penalty: 5441.362305
	Iteration 20F: 3 clusters Score -6585028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -6585043.000000 Penalty: 5441.362305
	Iteration 21Q: 3 clusters Score -6585043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -6585056.500000 Penalty: 5441.362305
	Iteration 22Q: 3 clusters Score -6585056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -6585069.500000 Penalty: 5441.362305
	Iteration 23Q: 3 clusters Score -6585070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -6585067.000000 Penalty: 5441.362305
	Iteration 24Q: 3 clusters Score -6585067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -6585067.000000 Penalty: 5441.362305
	Iteration 25F: 3 clusters Score -6585067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -283914.250000 Penalty: 1944.397583
	Iteration 0F: 2 clusters Score -283914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -280945.812500 Penalty: 3888.795166
	Iteration 0F: 3 clusters Score -280945.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281475.875000 Penalty: 3888.795166
	Iteration 1F: 3 clusters Score -281475.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281591.218750 Penalty: 3888.795166
	Iteration 2F: 3 clusters Score -281591.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281661.906250 Penalty: 3888.795166
	Iteration 3Q: 3 clusters Score -281661.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281705.312500 Penalty: 3888.795166
	Iteration 4Q: 3 clusters Score -281705.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281723.750000 Penalty: 3888.795166
	Iteration 5Q: 3 clusters Score -281723.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281740.125000 Penalty: 3888.795166
	Iteration 6Q: 3 clusters Score -281740.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281753.187500 Penalty: 3888.795166
	Iteration 7Q: 3 clusters Score -281753.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -281763.625000 Penalty: 3888.795166
	Iteration 8Q: 3 clusters Score -281763.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -281773.843750 Penalty: 3888.795166
	Iteration 9Q: 3 clusters Score -281773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281781.656250 Penalty: 3888.795166
	Iteration 10Q: 3 clusters Score -281781.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -281792.250000 Penalty: 3888.795166
	Iteration 11Q: 3 clusters Score -281792.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281801.250000 Penalty: 3888.795166
	Iteration 12Q: 3 clusters Score -281801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -281807.312500 Penalty: 3888.795166
	Iteration 13Q: 3 clusters Score -281807.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -281812.312500 Penalty: 3888.795166
	Iteration 14Q: 3 clusters Score -281812.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -281820.843750 Penalty: 3888.795166
	Iteration 15Q: 3 clusters Score -281820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -281829.312500 Penalty: 3888.795166
	Iteration 16Q: 3 clusters Score -281829.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -281835.375000 Penalty: 3888.795166
	Iteration 17Q: 3 clusters Score -281835.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -281839.093750 Penalty: 3888.795166
	Iteration 18Q: 3 clusters Score -281839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -281841.250000 Penalty: 3888.795166
	Iteration 19Q: 3 clusters Score -281841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -281845.437500 Penalty: 3888.795166
	Iteration 20F: 3 clusters Score -281845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -281848.500000 Penalty: 3888.795166
	Iteration 21Q: 3 clusters Score -281848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -281849.437500 Penalty: 3888.795166
	Iteration 22Q: 3 clusters Score -281849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -281849.593750 Penalty: 3888.795166
	Iteration 23Q: 3 clusters Score -281849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -281849.593750 Penalty: 3888.795166
	Iteration 24F: 3 clusters Score -281849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -105284.664062 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -105284.7 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 530 members 
Entering Unmasked Estep 
Score: -103357.914062 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -103357.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103740.054688 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -103740.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103970.593750 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -103970.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104230.765625 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -104230.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104638.679688 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -104638.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104925.664062 Penalty: 3425.750488
	Iteration 5F: 3 clusters Score -104925.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105037.664062 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -105037.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105132.750000 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -105132.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105218.515625 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -105218.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105260.953125 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -105261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105274.515625 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -105274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105281.929688 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -105281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105291.585938 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -105291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -105299.226562 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -105299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -105304.085938 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -105304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -105307.421875 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -105307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105308.523438 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -105308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -105310.609375 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -105310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -105310.609375 Penalty: 3425.750488
	Iteration 18F: 3 clusters Score -105310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58133 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43021 members 
Mstep: Class 11 contains 236156 members 
Mstep: Class 12 contains 38603 members 
Mstep: Class 13 contains 19363 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 37158 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253531 members 
Mstep: Class 18 contains 985 members 
Mstep: Class 19 contains 319 members 
Entering Unmasked Estep 
Score: -88592320.000000 Penalty: 64059.687500
Splitting cluster 7 changes total score from -88594000.000000 to -88592320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Entering Unmasked Estep 
Score: -452268.843750 Penalty: 2069.378174
	Iteration 0F: 2 clusters Score -452268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -448271.437500 Penalty: 4138.756348
	Iteration 0F: 3 clusters Score -448271.4 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -449149.593750 Penalty: 4138.756348
	Iteration 1F: 3 clusters Score -449149.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -449330.375000 Penalty: 4138.756348
	Iteration 2F: 3 clusters Score -449330.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -449447.593750 Penalty: 4138.756348
	Iteration 3Q: 3 clusters Score -449447.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -449522.593750 Penalty: 4138.756348
	Iteration 4Q: 3 clusters Score -449522.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -449583.406250 Penalty: 4138.756348
	Iteration 5Q: 3 clusters Score -449583.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -449640.468750 Penalty: 4138.756348
	Iteration 6Q: 3 clusters Score -449640.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -449711.125000 Penalty: 4138.756348
	Iteration 7Q: 3 clusters Score -449711.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -449807.718750 Penalty: 4138.756348
	Iteration 8Q: 3 clusters Score -449807.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -449897.062500 Penalty: 4138.756348
	Iteration 9Q: 3 clusters Score -449897.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -449971.312500 Penalty: 4138.756348
	Iteration 10Q: 3 clusters Score -449971.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -450046.968750 Penalty: 4138.756348
	Iteration 11Q: 3 clusters Score -450047 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -450093.218750 Penalty: 4138.756348
	Iteration 12Q: 3 clusters Score -450093.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -450137.656250 Penalty: 4138.756348
	Iteration 13Q: 3 clusters Score -450137.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -450176.750000 Penalty: 4138.756348
	Iteration 14Q: 3 clusters Score -450176.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -450212.687500 Penalty: 4138.756348
	Iteration 15Q: 3 clusters Score -450212.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -450237.406250 Penalty: 4138.756348
	Iteration 16Q: 3 clusters Score -450237.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -450253.718750 Penalty: 4138.756348
	Iteration 17Q: 3 clusters Score -450253.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -450278.187500 Penalty: 4138.756348
	Iteration 18Q: 3 clusters Score -450278.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -450293.875000 Penalty: 4138.756348
	Iteration 19Q: 3 clusters Score -450293.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -450302.750000 Penalty: 4138.756348
	Iteration 20F: 3 clusters Score -450302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -450312.250000 Penalty: 4138.756348
	Iteration 21Q: 3 clusters Score -450312.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -450319.062500 Penalty: 4138.756348
	Iteration 22Q: 3 clusters Score -450319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -450322.281250 Penalty: 4138.756348
	Iteration 23Q: 3 clusters Score -450322.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -450323.468750 Penalty: 4138.756348
	Iteration 24Q: 3 clusters Score -450323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -450326.968750 Penalty: 4138.756348
	Iteration 25Q: 3 clusters Score -450327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -450334.312500 Penalty: 4138.756348
	Iteration 26Q: 3 clusters Score -450334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -450337.812500 Penalty: 4138.756348
	Iteration 27Q: 3 clusters Score -450337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -450339.625000 Penalty: 4138.756348
	Iteration 28Q: 3 clusters Score -450339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -450340.125000 Penalty: 4138.756348
	Iteration 29Q: 3 clusters Score -450340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -450339.843750 Penalty: 4138.756348
	Iteration 30Q: 3 clusters Score -450339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -450341.125000 Penalty: 4138.756348
	Iteration 31Q: 3 clusters Score -450341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -450340.875000 Penalty: 4138.756348
	Iteration 32Q: 3 clusters Score -450340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -450340.875000 Penalty: 4138.756348
	Iteration 33F: 3 clusters Score -450340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Entering Unmasked Estep 
Score: -649554.875000 Penalty: 2169.658203
	Iteration 0F: 2 clusters Score -649554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -644171.562500 Penalty: 4339.316406
	Iteration 0F: 3 clusters Score -644171.6 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -645652.250000 Penalty: 4339.316406
	Iteration 1F: 3 clusters Score -645652.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -645998.562500 Penalty: 4339.316406
	Iteration 2F: 3 clusters Score -645998.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -646268.312500 Penalty: 4339.316406
	Iteration 3F: 3 clusters Score -646268.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -646467.187500 Penalty: 4339.316406
	Iteration 4F: 3 clusters Score -646467.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -646596.562500 Penalty: 4339.316406
	Iteration 5Q: 3 clusters Score -646596.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -646691.750000 Penalty: 4339.316406
	Iteration 6Q: 3 clusters Score -646691.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -646760.000000 Penalty: 4339.316406
	Iteration 7Q: 3 clusters Score -646760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -646817.875000 Penalty: 4339.316406
	Iteration 8Q: 3 clusters Score -646817.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -646867.562500 Penalty: 4339.316406
	Iteration 9Q: 3 clusters Score -646867.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -646909.937500 Penalty: 4339.316406
	Iteration 10Q: 3 clusters Score -646909.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -646949.937500 Penalty: 4339.316406
	Iteration 11Q: 3 clusters Score -646949.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -646983.562500 Penalty: 4339.316406
	Iteration 12Q: 3 clusters Score -646983.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -647010.000000 Penalty: 4339.316406
	Iteration 13Q: 3 clusters Score -647010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -647037.000000 Penalty: 4339.316406
	Iteration 14Q: 3 clusters Score -647037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -647058.625000 Penalty: 4339.316406
	Iteration 15Q: 3 clusters Score -647058.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -647073.000000 Penalty: 4339.316406
	Iteration 16Q: 3 clusters Score -647073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -647087.312500 Penalty: 4339.316406
	Iteration 17Q: 3 clusters Score -647087.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -647097.625000 Penalty: 4339.316406
	Iteration 18Q: 3 clusters Score -647097.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -647109.437500 Penalty: 4339.316406
	Iteration 19Q: 3 clusters Score -647109.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -647117.187500 Penalty: 4339.316406
	Iteration 20F: 3 clusters Score -647117.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -647126.312500 Penalty: 4339.316406
	Iteration 21Q: 3 clusters Score -647126.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -647136.187500 Penalty: 4339.316406
	Iteration 22Q: 3 clusters Score -647136.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -647142.750000 Penalty: 4339.316406
	Iteration 23Q: 3 clusters Score -647142.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -647148.500000 Penalty: 4339.316406
	Iteration 24Q: 3 clusters Score -647148.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -647154.875000 Penalty: 4339.316406
	Iteration 25Q: 3 clusters Score -647154.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -647162.437500 Penalty: 4339.316406
	Iteration 26Q: 3 clusters Score -647162.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -647168.250000 Penalty: 4339.316406
	Iteration 27Q: 3 clusters Score -647168.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -647173.562500 Penalty: 4339.316406
	Iteration 28Q: 3 clusters Score -647173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -647181.437500 Penalty: 4339.316406
	Iteration 29Q: 3 clusters Score -647181.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -647185.875000 Penalty: 4339.316406
	Iteration 30Q: 3 clusters Score -647185.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -647188.875000 Penalty: 4339.316406
	Iteration 31Q: 3 clusters Score -647188.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -647192.250000 Penalty: 4339.316406
	Iteration 32Q: 3 clusters Score -647192.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -647196.562500 Penalty: 4339.316406
	Iteration 33Q: 3 clusters Score -647196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -647201.250000 Penalty: 4339.316406
	Iteration 34Q: 3 clusters Score -647201.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -647207.875000 Penalty: 4339.316406
	Iteration 35Q: 3 clusters Score -647207.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -647211.437500 Penalty: 4339.316406
	Iteration 36Q: 3 clusters Score -647211.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -647215.187500 Penalty: 4339.316406
	Iteration 37Q: 3 clusters Score -647215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -647219.062500 Penalty: 4339.316406
	Iteration 38Q: 3 clusters Score -647219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -647223.125000 Penalty: 4339.316406
	Iteration 39Q: 3 clusters Score -647223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -647228.000000 Penalty: 4339.316406
	Iteration 40F: 3 clusters Score -647228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -647232.875000 Penalty: 4339.316406
	Iteration 41Q: 3 clusters Score -647232.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -647238.562500 Penalty: 4339.316406
	Iteration 42Q: 3 clusters Score -647238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -647241.937500 Penalty: 4339.316406
	Iteration 43Q: 3 clusters Score -647241.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -647247.562500 Penalty: 4339.316406
	Iteration 44Q: 3 clusters Score -647247.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -647250.937500 Penalty: 4339.316406
	Iteration 45Q: 3 clusters Score -647250.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -647258.250000 Penalty: 4339.316406
	Iteration 46Q: 3 clusters Score -647258.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -647262.125000 Penalty: 4339.316406
	Iteration 47Q: 3 clusters Score -647262.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -647266.937500 Penalty: 4339.316406
	Iteration 48Q: 3 clusters Score -647266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -647270.312500 Penalty: 4339.316406
	Iteration 49Q: 3 clusters Score -647270.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -647275.312500 Penalty: 4339.316406
	Iteration 50Q: 3 clusters Score -647275.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -647279.562500 Penalty: 4339.316406
	Iteration 51Q: 3 clusters Score -647279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -647282.062500 Penalty: 4339.316406
	Iteration 52Q: 3 clusters Score -647282.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -647286.937500 Penalty: 4339.316406
	Iteration 53Q: 3 clusters Score -647286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -647290.312500 Penalty: 4339.316406
	Iteration 54Q: 3 clusters Score -647290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -647292.937500 Penalty: 4339.316406
	Iteration 55Q: 3 clusters Score -647292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -647297.375000 Penalty: 4339.316406
	Iteration 56Q: 3 clusters Score -647297.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -647301.312500 Penalty: 4339.316406
	Iteration 57Q: 3 clusters Score -647301.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -647304.875000 Penalty: 4339.316406
	Iteration 58Q: 3 clusters Score -647304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -647307.562500 Penalty: 4339.316406
	Iteration 59Q: 3 clusters Score -647307.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -647312.812500 Penalty: 4339.316406
	Iteration 60F: 3 clusters Score -647312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -647313.125000 Penalty: 4339.316406
	Iteration 61Q: 3 clusters Score -647313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -647315.187500 Penalty: 4339.316406
	Iteration 62Q: 3 clusters Score -647315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -647316.812500 Penalty: 4339.316406
	Iteration 63Q: 3 clusters Score -647316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -647316.687500 Penalty: 4339.316406
	Iteration 64Q: 3 clusters Score -647316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -647319.625000 Penalty: 4339.316406
	Iteration 65Q: 3 clusters Score -647319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -647320.375000 Penalty: 4339.316406
	Iteration 66Q: 3 clusters Score -647320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -647323.937500 Penalty: 4339.316406
	Iteration 67Q: 3 clusters Score -647323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -647327.312500 Penalty: 4339.316406
	Iteration 68Q: 3 clusters Score -647327.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -647326.500000 Penalty: 4339.316406
	Iteration 69Q: 3 clusters Score -647326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -647328.812500 Penalty: 4339.316406
	Iteration 70Q: 3 clusters Score -647328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -647331.687500 Penalty: 4339.316406
	Iteration 71Q: 3 clusters Score -647331.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -647332.937500 Penalty: 4339.316406
	Iteration 72Q: 3 clusters Score -647332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -647333.062500 Penalty: 4339.316406
	Iteration 73Q: 3 clusters Score -647333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -647333.875000 Penalty: 4339.316406
	Iteration 74Q: 3 clusters Score -647333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -647335.500000 Penalty: 4339.316406
	Iteration 75Q: 3 clusters Score -647335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -647336.062500 Penalty: 4339.316406
	Iteration 76Q: 3 clusters Score -647336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -647336.687500 Penalty: 4339.316406
	Iteration 77Q: 3 clusters Score -647336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -647336.687500 Penalty: 4339.316406
	Iteration 78F: 3 clusters Score -647336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Entering Unmasked Estep 
Score: -4743083.500000 Penalty: 2646.022217
	Iteration 0F: 2 clusters Score -4743084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4713920.000000 Penalty: 5292.044434
	Iteration 0F: 3 clusters Score -4713920 nChanged 19797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -4724899.500000 Penalty: 5292.044434
	Iteration 1F: 3 clusters Score -4724900 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4725287.500000 Penalty: 5292.044434
	Iteration 2Q: 3 clusters Score -4725288 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4725596.000000 Penalty: 5292.044434
	Iteration 3Q: 3 clusters Score -4725596 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4725909.000000 Penalty: 5292.044434
	Iteration 4Q: 3 clusters Score -4725909 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4726231.000000 Penalty: 5292.044434
	Iteration 5Q: 3 clusters Score -4726231 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4726579.500000 Penalty: 5292.044434
	Iteration 6Q: 3 clusters Score -4726580 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4727056.500000 Penalty: 5292.044434
	Iteration 7Q: 3 clusters Score -4727056 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4727690.000000 Penalty: 5292.044434
	Iteration 8Q: 3 clusters Score -4727690 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4728600.000000 Penalty: 5292.044434
	Iteration 9Q: 3 clusters Score -4728600 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4729927.500000 Penalty: 5292.044434
	Iteration 10F: 3 clusters Score -4729928 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4731496.500000 Penalty: 5292.044434
	Iteration 11F: 3 clusters Score -4731496 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4733020.000000 Penalty: 5292.044434
	Iteration 12F: 3 clusters Score -4733020 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4734188.000000 Penalty: 5292.044434
	Iteration 13F: 3 clusters Score -4734188 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4734982.500000 Penalty: 5292.044434
	Iteration 14Q: 3 clusters Score -4734982 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4735405.000000 Penalty: 5292.044434
	Iteration 15Q: 3 clusters Score -4735405 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -4735669.500000 Penalty: 5292.044434
	Iteration 16Q: 3 clusters Score -4735670 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4735839.500000 Penalty: 5292.044434
	Iteration 17Q: 3 clusters Score -4735840 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4735994.500000 Penalty: 5292.044434
	Iteration 18Q: 3 clusters Score -4735994 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4736108.500000 Penalty: 5292.044434
	Iteration 19Q: 3 clusters Score -4736108 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -4736218.500000 Penalty: 5292.044434
	Iteration 20F: 3 clusters Score -4736218 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -4736337.500000 Penalty: 5292.044434
	Iteration 21Q: 3 clusters Score -4736338 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4736455.000000 Penalty: 5292.044434
	Iteration 22Q: 3 clusters Score -4736455 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -4736560.500000 Penalty: 5292.044434
	Iteration 23Q: 3 clusters Score -4736560 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4736728.000000 Penalty: 5292.044434
	Iteration 24Q: 3 clusters Score -4736728 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4736943.500000 Penalty: 5292.044434
	Iteration 25Q: 3 clusters Score -4736944 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4737220.500000 Penalty: 5292.044434
	Iteration 26Q: 3 clusters Score -4737220 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4737618.000000 Penalty: 5292.044434
	Iteration 27Q: 3 clusters Score -4737618 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4738182.500000 Penalty: 5292.044434
	Iteration 28Q: 3 clusters Score -4738182 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4738904.500000 Penalty: 5292.044434
	Iteration 29Q: 3 clusters Score -4738904 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4739732.500000 Penalty: 5292.044434
	Iteration 30Q: 3 clusters Score -4739732 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4740310.000000 Penalty: 5292.044434
	Iteration 31Q: 3 clusters Score -4740310 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4740624.500000 Penalty: 5292.044434
	Iteration 32Q: 3 clusters Score -4740624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4740773.000000 Penalty: 5292.044434
	Iteration 33Q: 3 clusters Score -4740773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4740873.000000 Penalty: 5292.044434
	Iteration 34Q: 3 clusters Score -4740873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4740951.000000 Penalty: 5292.044434
	Iteration 35Q: 3 clusters Score -4740951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4741047.500000 Penalty: 5292.044434
	Iteration 36Q: 3 clusters Score -4741048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4741146.000000 Penalty: 5292.044434
	Iteration 37Q: 3 clusters Score -4741146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4741188.000000 Penalty: 5292.044434
	Iteration 38Q: 3 clusters Score -4741188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4741205.500000 Penalty: 5292.044434
	Iteration 39Q: 3 clusters Score -4741206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4741216.500000 Penalty: 5292.044434
	Iteration 40F: 3 clusters Score -4741216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4741227.000000 Penalty: 5292.044434
	Iteration 41Q: 3 clusters Score -4741227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4741224.000000 Penalty: 5292.044434
	Iteration 42Q: 3 clusters Score -4741224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4741231.500000 Penalty: 5292.044434
	Iteration 43Q: 3 clusters Score -4741232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4741231.500000 Penalty: 5292.044434
	Iteration 44Q: 3 clusters Score -4741232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4741227.500000 Penalty: 5292.044434
	Iteration 45Q: 3 clusters Score -4741228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4741227.500000 Penalty: 5292.044434
	Iteration 46F: 3 clusters Score -4741228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (236156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236156 members 
Entering Unmasked Estep 
Score: -26432148.000000 Penalty: 3068.317383
	Iteration 0F: 2 clusters Score -2.643215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -26283730.000000 Penalty: 6136.634766
	Iteration 0F: 3 clusters Score -2.628373e+07 nChanged 113499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -26350718.000000 Penalty: 6136.634766
	Iteration 1F: 3 clusters Score -2.635072e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -26352410.000000 Penalty: 6136.634766
	Iteration 2Q: 3 clusters Score -2.635241e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129275 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -26355010.000000 Penalty: 6136.634766
	Iteration 3Q: 3 clusters Score -2.635501e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -26358288.000000 Penalty: 6136.634766
	Iteration 4Q: 3 clusters Score -2.635829e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -26363562.000000 Penalty: 6136.634766
	Iteration 5Q: 3 clusters Score -2.636356e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -26371530.000000 Penalty: 6136.634766
	Iteration 6F: 3 clusters Score -2.637153e+07 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167273 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -26382198.000000 Penalty: 6136.634766
	Iteration 7F: 3 clusters Score -2.63822e+07 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182431 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -26394940.000000 Penalty: 6136.634766
	Iteration 8F: 3 clusters Score -2.639494e+07 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196402 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -26406580.000000 Penalty: 6136.634766
	Iteration 9F: 3 clusters Score -2.640658e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207809 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -26415998.000000 Penalty: 6136.634766
	Iteration 10F: 3 clusters Score -2.6416e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216622 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -26422942.000000 Penalty: 6136.634766
	Iteration 11Q: 3 clusters Score -2.642294e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223357 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -26426870.000000 Penalty: 6136.634766
	Iteration 12Q: 3 clusters Score -2.642687e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228045 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -26428446.000000 Penalty: 6136.634766
	Iteration 13Q: 3 clusters Score -2.642845e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230951 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -26429158.000000 Penalty: 6136.634766
	Iteration 14Q: 3 clusters Score -2.642916e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232777 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -26429464.000000 Penalty: 6136.634766
	Iteration 15Q: 3 clusters Score -2.642946e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233804 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -26429652.000000 Penalty: 6136.634766
	Iteration 16Q: 3 clusters Score -2.642965e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234327 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -26429822.000000 Penalty: 6136.634766
	Iteration 17Q: 3 clusters Score -2.642982e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234630 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -26429894.000000 Penalty: 6136.634766
	Iteration 18Q: 3 clusters Score -2.642989e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234797 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -26430034.000000 Penalty: 6136.634766
	Iteration 19Q: 3 clusters Score -2.643003e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234908 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -26430130.000000 Penalty: 6136.634766
	Iteration 20F: 3 clusters Score -2.643013e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234973 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -26430208.000000 Penalty: 6136.634766
	Iteration 21Q: 3 clusters Score -2.643021e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235010 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -26430272.000000 Penalty: 6136.634766
	Iteration 22Q: 3 clusters Score -2.643027e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235029 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -26430320.000000 Penalty: 6136.634766
	Iteration 23Q: 3 clusters Score -2.643032e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235019 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -26430364.000000 Penalty: 6136.634766
	Iteration 24Q: 3 clusters Score -2.643036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235016 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -26430382.000000 Penalty: 6136.634766
	Iteration 25Q: 3 clusters Score -2.643038e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235005 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -26430446.000000 Penalty: 6136.634766
	Iteration 26Q: 3 clusters Score -2.643045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234983 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -26430460.000000 Penalty: 6136.634766
	Iteration 27Q: 3 clusters Score -2.643046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234972 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -26430488.000000 Penalty: 6136.634766
	Iteration 28Q: 3 clusters Score -2.643049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234963 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -26430490.000000 Penalty: 6136.634766
	Iteration 29Q: 3 clusters Score -2.643049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234950 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -26430462.000000 Penalty: 6136.634766
	Iteration 30Q: 3 clusters Score -2.643046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234941 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -26430494.000000 Penalty: 6136.634766
	Iteration 31Q: 3 clusters Score -2.643049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234934 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -26430508.000000 Penalty: 6136.634766
	Iteration 32Q: 3 clusters Score -2.643051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234926 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -26430512.000000 Penalty: 6136.634766
	Iteration 33Q: 3 clusters Score -2.643051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234917 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -26430538.000000 Penalty: 6136.634766
	Iteration 34Q: 3 clusters Score -2.643054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234904 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -26430560.000000 Penalty: 6136.634766
	Iteration 35Q: 3 clusters Score -2.643056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234897 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -26430568.000000 Penalty: 6136.634766
	Iteration 36Q: 3 clusters Score -2.643057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234894 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -26430580.000000 Penalty: 6136.634766
	Iteration 37Q: 3 clusters Score -2.643058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234894 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -26430598.000000 Penalty: 6136.634766
	Iteration 38Q: 3 clusters Score -2.64306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234897 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -26430580.000000 Penalty: 6136.634766
	Iteration 39Q: 3 clusters Score -2.643058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234888 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -26430602.000000 Penalty: 6136.634766
	Iteration 40F: 3 clusters Score -2.64306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234882 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -26430590.000000 Penalty: 6136.634766
	Iteration 41Q: 3 clusters Score -2.643059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234878 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -26430590.000000 Penalty: 6136.634766
	Iteration 42Q: 3 clusters Score -2.643059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234873 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26430604.000000 Penalty: 6136.634766
	Iteration 43Q: 3 clusters Score -2.64306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234864 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -26430642.000000 Penalty: 6136.634766
	Iteration 44Q: 3 clusters Score -2.643064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234857 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -26430620.000000 Penalty: 6136.634766
	Iteration 45Q: 3 clusters Score -2.643062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234848 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -26430646.000000 Penalty: 6136.634766
	Iteration 46Q: 3 clusters Score -2.643065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234839 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -26430664.000000 Penalty: 6136.634766
	Iteration 47Q: 3 clusters Score -2.643066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234832 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -26430640.000000 Penalty: 6136.634766
	Iteration 48Q: 3 clusters Score -2.643064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234825 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -26430650.000000 Penalty: 6136.634766
	Iteration 49Q: 3 clusters Score -2.643065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234821 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -26430660.000000 Penalty: 6136.634766
	Iteration 50Q: 3 clusters Score -2.643066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234817 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -26430638.000000 Penalty: 6136.634766
	Iteration 51Q: 3 clusters Score -2.643064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234805 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -26430636.000000 Penalty: 6136.634766
	Iteration 52Q: 3 clusters Score -2.643064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234798 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -26430636.000000 Penalty: 6136.634766
	Iteration 53Q: 3 clusters Score -2.643064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234790 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -26430644.000000 Penalty: 6136.634766
	Iteration 54Q: 3 clusters Score -2.643064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234779 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -26430646.000000 Penalty: 6136.634766
	Iteration 55Q: 3 clusters Score -2.643065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234769 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -26430652.000000 Penalty: 6136.634766
	Iteration 56Q: 3 clusters Score -2.643065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234765 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -26430652.000000 Penalty: 6136.634766
	Iteration 57Q: 3 clusters Score -2.643065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234758 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -26430654.000000 Penalty: 6136.634766
	Iteration 58Q: 3 clusters Score -2.643065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234749 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -26430688.000000 Penalty: 6136.634766
	Iteration 59Q: 3 clusters Score -2.643069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234745 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -26430690.000000 Penalty: 6136.634766
	Iteration 60F: 3 clusters Score -2.643069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234744 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -26430692.000000 Penalty: 6136.634766
	Iteration 61Q: 3 clusters Score -2.643069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234742 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -26430682.000000 Penalty: 6136.634766
	Iteration 62Q: 3 clusters Score -2.643068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234743 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -26430684.000000 Penalty: 6136.634766
	Iteration 63Q: 3 clusters Score -2.643068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234742 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -26430688.000000 Penalty: 6136.634766
	Iteration 64Q: 3 clusters Score -2.643069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234742 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -26430674.000000 Penalty: 6136.634766
	Iteration 65Q: 3 clusters Score -2.643067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234739 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -26430678.000000 Penalty: 6136.634766
	Iteration 66Q: 3 clusters Score -2.643068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234738 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -26430688.000000 Penalty: 6136.634766
	Iteration 67Q: 3 clusters Score -2.643069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234735 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -26430696.000000 Penalty: 6136.634766
	Iteration 68Q: 3 clusters Score -2.64307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234734 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -26430696.000000 Penalty: 6136.634766
	Iteration 69Q: 3 clusters Score -2.64307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234733 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -26430694.000000 Penalty: 6136.634766
	Iteration 70Q: 3 clusters Score -2.643069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234731 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -26430690.000000 Penalty: 6136.634766
	Iteration 71Q: 3 clusters Score -2.643069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234729 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -26430686.000000 Penalty: 6136.634766
	Iteration 72Q: 3 clusters Score -2.643069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234728 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -26430682.000000 Penalty: 6136.634766
	Iteration 73Q: 3 clusters Score -2.643068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234725 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -26430704.000000 Penalty: 6136.634766
	Iteration 74Q: 3 clusters Score -2.64307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234723 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -26430686.000000 Penalty: 6136.634766
	Iteration 75Q: 3 clusters Score -2.643069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234722 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -26430702.000000 Penalty: 6136.634766
	Iteration 76Q: 3 clusters Score -2.64307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234722 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -26430702.000000 Penalty: 6136.634766
	Iteration 77F: 3 clusters Score -2.64307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Entering Unmasked Estep 
Score: -4390867.000000 Penalty: 2619.149170
	Iteration 0F: 2 clusters Score -4390867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -4364324.000000 Penalty: 5238.298340
	Iteration 0F: 3 clusters Score -4364324 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4374062.000000 Penalty: 5238.298340
	Iteration 1F: 3 clusters Score -4374062 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4374463.500000 Penalty: 5238.298340
	Iteration 2Q: 3 clusters Score -4374464 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4374877.000000 Penalty: 5238.298340
	Iteration 3Q: 3 clusters Score -4374877 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4375301.500000 Penalty: 5238.298340
	Iteration 4Q: 3 clusters Score -4375302 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -4375710.000000 Penalty: 5238.298340
	Iteration 5Q: 3 clusters Score -4375710 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4376200.000000 Penalty: 5238.298340
	Iteration 6Q: 3 clusters Score -4376200 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4376690.500000 Penalty: 5238.298340
	Iteration 7Q: 3 clusters Score -4376690 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4377298.000000 Penalty: 5238.298340
	Iteration 8Q: 3 clusters Score -4377298 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4377854.500000 Penalty: 5238.298340
	Iteration 9Q: 3 clusters Score -4377854 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4378528.000000 Penalty: 5238.298340
	Iteration 10Q: 3 clusters Score -4378528 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4379367.000000 Penalty: 5238.298340
	Iteration 11Q: 3 clusters Score -4379367 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -4380297.000000 Penalty: 5238.298340
	Iteration 12Q: 3 clusters Score -4380297 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4381297.000000 Penalty: 5238.298340
	Iteration 13Q: 3 clusters Score -4381297 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4382283.500000 Penalty: 5238.298340
	Iteration 14Q: 3 clusters Score -4382284 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4383132.500000 Penalty: 5238.298340
	Iteration 15Q: 3 clusters Score -4383132 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4383871.500000 Penalty: 5238.298340
	Iteration 16Q: 3 clusters Score -4383872 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -4384432.500000 Penalty: 5238.298340
	Iteration 17Q: 3 clusters Score -4384432 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4384870.500000 Penalty: 5238.298340
	Iteration 18Q: 3 clusters Score -4384870 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4385259.500000 Penalty: 5238.298340
	Iteration 19Q: 3 clusters Score -4385260 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4385603.500000 Penalty: 5238.298340
	Iteration 20F: 3 clusters Score -4385604 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4385912.000000 Penalty: 5238.298340
	Iteration 21Q: 3 clusters Score -4385912 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4386229.000000 Penalty: 5238.298340
	Iteration 22Q: 3 clusters Score -4386229 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4386534.500000 Penalty: 5238.298340
	Iteration 23Q: 3 clusters Score -4386534 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4386815.500000 Penalty: 5238.298340
	Iteration 24Q: 3 clusters Score -4386816 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4387100.000000 Penalty: 5238.298340
	Iteration 25Q: 3 clusters Score -4387100 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4387355.500000 Penalty: 5238.298340
	Iteration 26Q: 3 clusters Score -4387356 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4387587.000000 Penalty: 5238.298340
	Iteration 27Q: 3 clusters Score -4387587 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4387792.000000 Penalty: 5238.298340
	Iteration 28Q: 3 clusters Score -4387792 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4387962.000000 Penalty: 5238.298340
	Iteration 29Q: 3 clusters Score -4387962 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4388066.000000 Penalty: 5238.298340
	Iteration 30Q: 3 clusters Score -4388066 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4388153.500000 Penalty: 5238.298340
	Iteration 31Q: 3 clusters Score -4388154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4388243.000000 Penalty: 5238.298340
	Iteration 32Q: 3 clusters Score -4388243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4388295.000000 Penalty: 5238.298340
	Iteration 33Q: 3 clusters Score -4388295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4388335.000000 Penalty: 5238.298340
	Iteration 34Q: 3 clusters Score -4388335 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4388386.000000 Penalty: 5238.298340
	Iteration 35Q: 3 clusters Score -4388386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4388409.500000 Penalty: 5238.298340
	Iteration 36Q: 3 clusters Score -4388410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4388436.500000 Penalty: 5238.298340
	Iteration 37Q: 3 clusters Score -4388436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4388465.000000 Penalty: 5238.298340
	Iteration 38Q: 3 clusters Score -4388465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4388483.500000 Penalty: 5238.298340
	Iteration 39Q: 3 clusters Score -4388484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4388505.500000 Penalty: 5238.298340
	Iteration 40F: 3 clusters Score -4388506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4388522.500000 Penalty: 5238.298340
	Iteration 41Q: 3 clusters Score -4388522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4388542.500000 Penalty: 5238.298340
	Iteration 42Q: 3 clusters Score -4388542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4388537.500000 Penalty: 5238.298340
	Iteration 43Q: 3 clusters Score -4388538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4388547.500000 Penalty: 5238.298340
	Iteration 44Q: 3 clusters Score -4388548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4388550.000000 Penalty: 5238.298340
	Iteration 45Q: 3 clusters Score -4388550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4388563.500000 Penalty: 5238.298340
	Iteration 46Q: 3 clusters Score -4388564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4388572.500000 Penalty: 5238.298340
	Iteration 47Q: 3 clusters Score -4388572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4388582.500000 Penalty: 5238.298340
	Iteration 48Q: 3 clusters Score -4388582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4388593.000000 Penalty: 5238.298340
	Iteration 49Q: 3 clusters Score -4388593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4388593.500000 Penalty: 5238.298340
	Iteration 50Q: 3 clusters Score -4388594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4388600.000000 Penalty: 5238.298340
	Iteration 51Q: 3 clusters Score -4388600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4388611.000000 Penalty: 5238.298340
	Iteration 52Q: 3 clusters Score -4388611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4388624.000000 Penalty: 5238.298340
	Iteration 53Q: 3 clusters Score -4388624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4388632.000000 Penalty: 5238.298340
	Iteration 54Q: 3 clusters Score -4388632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4388636.500000 Penalty: 5238.298340
	Iteration 55Q: 3 clusters Score -4388636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4388638.500000 Penalty: 5238.298340
	Iteration 56Q: 3 clusters Score -4388638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4388639.500000 Penalty: 5238.298340
	Iteration 57Q: 3 clusters Score -4388640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4388643.500000 Penalty: 5238.298340
	Iteration 58Q: 3 clusters Score -4388644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4388647.500000 Penalty: 5238.298340
	Iteration 59Q: 3 clusters Score -4388648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4388651.500000 Penalty: 5238.298340
	Iteration 60F: 3 clusters Score -4388652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Entering Unmasked Estep 
Score: -2192170.250000 Penalty: 2448.037598
	Iteration 0F: 2 clusters Score -2192170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2178639.500000 Penalty: 4896.075195
	Iteration 0F: 3 clusters Score -2178640 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2183140.500000 Penalty: 4896.075195
	Iteration 1F: 3 clusters Score -2183140 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2183503.000000 Penalty: 4896.075195
	Iteration 2F: 3 clusters Score -2183503 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2183848.500000 Penalty: 4896.075195
	Iteration 3Q: 3 clusters Score -2183848 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2184316.000000 Penalty: 4896.075195
	Iteration 4Q: 3 clusters Score -2184316 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2185037.500000 Penalty: 4896.075195
	Iteration 5F: 3 clusters Score -2185038 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2185980.000000 Penalty: 4896.075195
	Iteration 6F: 3 clusters Score -2185980 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2187124.250000 Penalty: 4896.075195
	Iteration 7F: 3 clusters Score -2187124 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2188163.750000 Penalty: 4896.075195
	Iteration 8F: 3 clusters Score -2188164 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2188990.750000 Penalty: 4896.075195
	Iteration 9F: 3 clusters Score -2188991 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2189629.000000 Penalty: 4896.075195
	Iteration 10Q: 3 clusters Score -2189629 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2190067.750000 Penalty: 4896.075195
	Iteration 11Q: 3 clusters Score -2190068 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2190353.000000 Penalty: 4896.075195
	Iteration 12Q: 3 clusters Score -2190353 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2190541.250000 Penalty: 4896.075195
	Iteration 13Q: 3 clusters Score -2190541 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2190642.500000 Penalty: 4896.075195
	Iteration 14Q: 3 clusters Score -2190642 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2190713.250000 Penalty: 4896.075195
	Iteration 15Q: 3 clusters Score -2190713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2190773.000000 Penalty: 4896.075195
	Iteration 16Q: 3 clusters Score -2190773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2190809.250000 Penalty: 4896.075195
	Iteration 17Q: 3 clusters Score -2190809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2190833.500000 Penalty: 4896.075195
	Iteration 18Q: 3 clusters Score -2190834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2190866.000000 Penalty: 4896.075195
	Iteration 19Q: 3 clusters Score -2190866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2190894.500000 Penalty: 4896.075195
	Iteration 20F: 3 clusters Score -2190894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2190913.000000 Penalty: 4896.075195
	Iteration 21Q: 3 clusters Score -2190913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2190923.000000 Penalty: 4896.075195
	Iteration 22Q: 3 clusters Score -2190923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2190942.750000 Penalty: 4896.075195
	Iteration 23Q: 3 clusters Score -2190943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2190956.250000 Penalty: 4896.075195
	Iteration 24Q: 3 clusters Score -2190956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2190971.500000 Penalty: 4896.075195
	Iteration 25Q: 3 clusters Score -2190972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2190973.000000 Penalty: 4896.075195
	Iteration 26Q: 3 clusters Score -2190973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2190979.250000 Penalty: 4896.075195
	Iteration 27Q: 3 clusters Score -2190979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2190989.500000 Penalty: 4896.075195
	Iteration 28Q: 3 clusters Score -2190990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2190994.750000 Penalty: 4896.075195
	Iteration 29Q: 3 clusters Score -2190995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2190995.500000 Penalty: 4896.075195
	Iteration 30Q: 3 clusters Score -2190996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2190994.250000 Penalty: 4896.075195
	Iteration 31Q: 3 clusters Score -2190994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2190995.750000 Penalty: 4896.075195
	Iteration 32Q: 3 clusters Score -2190996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2191000.250000 Penalty: 4896.075195
	Iteration 33Q: 3 clusters Score -2191000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2191003.500000 Penalty: 4896.075195
	Iteration 34Q: 3 clusters Score -2191004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2191002.500000 Penalty: 4896.075195
	Iteration 35Q: 3 clusters Score -2191002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2191004.000000 Penalty: 4896.075195
	Iteration 36Q: 3 clusters Score -2191004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2191005.750000 Penalty: 4896.075195
	Iteration 37Q: 3 clusters Score -2191006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2191007.500000 Penalty: 4896.075195
	Iteration 38Q: 3 clusters Score -2191008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2191009.000000 Penalty: 4896.075195
	Iteration 39Q: 3 clusters Score -2191009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2191009.750000 Penalty: 4896.075195
	Iteration 40F: 3 clusters Score -2191010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2191014.250000 Penalty: 4896.075195
	Iteration 41Q: 3 clusters Score -2191014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2191012.500000 Penalty: 4896.075195
	Iteration 42Q: 3 clusters Score -2191012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2191014.250000 Penalty: 4896.075195
	Iteration 43Q: 3 clusters Score -2191014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2191014.250000 Penalty: 4896.075195
	Iteration 44F: 3 clusters Score -2191014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Entering Unmasked Estep 
Score: -863913.000000 Penalty: 2215.744873
	Iteration 0F: 2 clusters Score -863913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -857738.437500 Penalty: 4431.489746
	Iteration 0F: 3 clusters Score -857738.4 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -859395.312500 Penalty: 4431.489746
	Iteration 1F: 3 clusters Score -859395.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -859647.062500 Penalty: 4431.489746
	Iteration 2F: 3 clusters Score -859647.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -859867.687500 Penalty: 4431.489746
	Iteration 3F: 3 clusters Score -859867.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -860064.750000 Penalty: 4431.489746
	Iteration 4Q: 3 clusters Score -860064.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -860265.687500 Penalty: 4431.489746
	Iteration 5Q: 3 clusters Score -860265.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -860485.000000 Penalty: 4431.489746
	Iteration 6Q: 3 clusters Score -860485 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -860732.062500 Penalty: 4431.489746
	Iteration 7Q: 3 clusters Score -860732.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -860987.750000 Penalty: 4431.489746
	Iteration 8Q: 3 clusters Score -860987.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -861263.750000 Penalty: 4431.489746
	Iteration 9Q: 3 clusters Score -861263.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -861484.750000 Penalty: 4431.489746
	Iteration 10Q: 3 clusters Score -861484.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -861649.437500 Penalty: 4431.489746
	Iteration 11Q: 3 clusters Score -861649.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -861789.937500 Penalty: 4431.489746
	Iteration 12Q: 3 clusters Score -861789.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -861905.875000 Penalty: 4431.489746
	Iteration 13Q: 3 clusters Score -861905.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -861999.812500 Penalty: 4431.489746
	Iteration 14Q: 3 clusters Score -861999.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -862053.187500 Penalty: 4431.489746
	Iteration 15Q: 3 clusters Score -862053.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -862097.000000 Penalty: 4431.489746
	Iteration 16Q: 3 clusters Score -862097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -862121.125000 Penalty: 4431.489746
	Iteration 17Q: 3 clusters Score -862121.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -862133.875000 Penalty: 4431.489746
	Iteration 18Q: 3 clusters Score -862133.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -862146.000000 Penalty: 4431.489746
	Iteration 19Q: 3 clusters Score -862146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -862153.625000 Penalty: 4431.489746
	Iteration 20F: 3 clusters Score -862153.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -862159.687500 Penalty: 4431.489746
	Iteration 21Q: 3 clusters Score -862159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -862164.000000 Penalty: 4431.489746
	Iteration 22Q: 3 clusters Score -862164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -862168.625000 Penalty: 4431.489746
	Iteration 23Q: 3 clusters Score -862168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -862171.500000 Penalty: 4431.489746
	Iteration 24Q: 3 clusters Score -862171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -862173.562500 Penalty: 4431.489746
	Iteration 25Q: 3 clusters Score -862173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -862176.562500 Penalty: 4431.489746
	Iteration 26Q: 3 clusters Score -862176.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -862179.875000 Penalty: 4431.489746
	Iteration 27Q: 3 clusters Score -862179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -862183.875000 Penalty: 4431.489746
	Iteration 28Q: 3 clusters Score -862183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -862184.687500 Penalty: 4431.489746
	Iteration 29Q: 3 clusters Score -862184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -862184.375000 Penalty: 4431.489746
	Iteration 30Q: 3 clusters Score -862184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -862184.625000 Penalty: 4431.489746
	Iteration 31Q: 3 clusters Score -862184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -862184.500000 Penalty: 4431.489746
	Iteration 32Q: 3 clusters Score -862184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -862185.812500 Penalty: 4431.489746
	Iteration 33Q: 3 clusters Score -862185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -862186.437500 Penalty: 4431.489746
	Iteration 34Q: 3 clusters Score -862186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -862186.437500 Penalty: 4431.489746
	Iteration 35F: 3 clusters Score -862186.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Entering Unmasked Estep 
Score: -4211696.000000 Penalty: 2609.687500
	Iteration 0F: 2 clusters Score -4211696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4186325.750000 Penalty: 5219.375000
	Iteration 0F: 3 clusters Score -4186326 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4196788.500000 Penalty: 5219.375000
	Iteration 1F: 3 clusters Score -4196788 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4198969.000000 Penalty: 5219.375000
	Iteration 2F: 3 clusters Score -4198969 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4201827.500000 Penalty: 5219.375000
	Iteration 3F: 3 clusters Score -4201828 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4204979.500000 Penalty: 5219.375000
	Iteration 4F: 3 clusters Score -4204980 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -4207564.500000 Penalty: 5219.375000
	Iteration 5F: 3 clusters Score -4207564 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4209449.000000 Penalty: 5219.375000
	Iteration 6F: 3 clusters Score -4209449 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4210453.500000 Penalty: 5219.375000
	Iteration 7Q: 3 clusters Score -4210454 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4210797.500000 Penalty: 5219.375000
	Iteration 8Q: 3 clusters Score -4210798 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4210936.500000 Penalty: 5219.375000
	Iteration 9Q: 3 clusters Score -4210936 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4211010.500000 Penalty: 5219.375000
	Iteration 10Q: 3 clusters Score -4211010 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4211098.000000 Penalty: 5219.375000
	Iteration 11Q: 3 clusters Score -4211098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4211153.500000 Penalty: 5219.375000
	Iteration 12Q: 3 clusters Score -4211154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4211208.000000 Penalty: 5219.375000
	Iteration 13Q: 3 clusters Score -4211208 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4211251.500000 Penalty: 5219.375000
	Iteration 14Q: 3 clusters Score -4211252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4211281.000000 Penalty: 5219.375000
	Iteration 15Q: 3 clusters Score -4211281 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4211291.500000 Penalty: 5219.375000
	Iteration 16Q: 3 clusters Score -4211292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4211334.000000 Penalty: 5219.375000
	Iteration 17Q: 3 clusters Score -4211334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4211342.500000 Penalty: 5219.375000
	Iteration 18Q: 3 clusters Score -4211342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4211349.500000 Penalty: 5219.375000
	Iteration 19Q: 3 clusters Score -4211350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4211361.000000 Penalty: 5219.375000
	Iteration 20F: 3 clusters Score -4211361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4211362.000000 Penalty: 5219.375000
	Iteration 21Q: 3 clusters Score -4211362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4211365.000000 Penalty: 5219.375000
	Iteration 22Q: 3 clusters Score -4211365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4211371.000000 Penalty: 5219.375000
	Iteration 23Q: 3 clusters Score -4211371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4211375.000000 Penalty: 5219.375000
	Iteration 24Q: 3 clusters Score -4211375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4211370.000000 Penalty: 5219.375000
	Iteration 25Q: 3 clusters Score -4211370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4211370.000000 Penalty: 5219.375000
	Iteration 26Q: 3 clusters Score -4211370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4211372.500000 Penalty: 5219.375000
	Iteration 27Q: 3 clusters Score -4211372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4211374.000000 Penalty: 5219.375000
	Iteration 28Q: 3 clusters Score -4211374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4211377.000000 Penalty: 5219.375000
	Iteration 29Q: 3 clusters Score -4211377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4211378.500000 Penalty: 5219.375000
	Iteration 30Q: 3 clusters Score -4211378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4211379.500000 Penalty: 5219.375000
	Iteration 31Q: 3 clusters Score -4211380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4211383.500000 Penalty: 5219.375000
	Iteration 32Q: 3 clusters Score -4211384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4211388.500000 Penalty: 5219.375000
	Iteration 33Q: 3 clusters Score -4211388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4211392.500000 Penalty: 5219.375000
	Iteration 34Q: 3 clusters Score -4211392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4211397.000000 Penalty: 5219.375000
	Iteration 35Q: 3 clusters Score -4211397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4211400.500000 Penalty: 5219.375000
	Iteration 36Q: 3 clusters Score -4211400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4211400.500000 Penalty: 5219.375000
	Iteration 37Q: 3 clusters Score -4211400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4211404.500000 Penalty: 5219.375000
	Iteration 38Q: 3 clusters Score -4211404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4211403.000000 Penalty: 5219.375000
	Iteration 39Q: 3 clusters Score -4211403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4211403.000000 Penalty: 5219.375000
	Iteration 40F: 3 clusters Score -4211403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -1018250.250000 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -1018250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1011190.437500 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -1011190 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1013166.062500 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -1013166 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1013466.500000 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -1013466 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1013678.250000 Penalty: 4514.026855
	Iteration 3F: 3 clusters Score -1013678 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1013886.812500 Penalty: 4514.026855
	Iteration 4Q: 3 clusters Score -1013887 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1014088.625000 Penalty: 4514.026855
	Iteration 5Q: 3 clusters Score -1014089 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1014310.250000 Penalty: 4514.026855
	Iteration 6Q: 3 clusters Score -1014310 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1014566.312500 Penalty: 4514.026855
	Iteration 7Q: 3 clusters Score -1014566 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1014810.500000 Penalty: 4514.026855
	Iteration 8Q: 3 clusters Score -1014810 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1015052.625000 Penalty: 4514.026855
	Iteration 9Q: 3 clusters Score -1015053 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1015292.375000 Penalty: 4514.026855
	Iteration 10Q: 3 clusters Score -1015292 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1015497.687500 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -1015498 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1015665.687500 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -1015666 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1015805.812500 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -1015806 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1015932.375000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -1015932 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1016037.500000 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -1016038 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1016125.500000 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -1016126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1016199.562500 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -1016200 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1016268.687500 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -1016269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1016321.062500 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -1016321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1016369.375000 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -1016369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1016408.625000 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -1016409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1016440.750000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -1016441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1016475.875000 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -1016476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1016495.812500 Penalty: 4514.026855
	Iteration 24Q: 3 clusters Score -1016496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1016507.937500 Penalty: 4514.026855
	Iteration 25Q: 3 clusters Score -1016508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1016516.625000 Penalty: 4514.026855
	Iteration 26Q: 3 clusters Score -1016517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1016528.562500 Penalty: 4514.026855
	Iteration 27Q: 3 clusters Score -1016529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1016540.562500 Penalty: 4514.026855
	Iteration 28Q: 3 clusters Score -1016541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1016551.125000 Penalty: 4514.026855
	Iteration 29Q: 3 clusters Score -1016551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1016562.250000 Penalty: 4514.026855
	Iteration 30Q: 3 clusters Score -1016562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1016565.187500 Penalty: 4514.026855
	Iteration 31Q: 3 clusters Score -1016565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1016570.062500 Penalty: 4514.026855
	Iteration 32Q: 3 clusters Score -1016570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1016571.375000 Penalty: 4514.026855
	Iteration 33Q: 3 clusters Score -1016571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1016574.437500 Penalty: 4514.026855
	Iteration 34Q: 3 clusters Score -1016574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1016576.187500 Penalty: 4514.026855
	Iteration 35Q: 3 clusters Score -1016576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1016579.312500 Penalty: 4514.026855
	Iteration 36Q: 3 clusters Score -1016579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1016582.187500 Penalty: 4514.026855
	Iteration 37Q: 3 clusters Score -1016582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1016584.562500 Penalty: 4514.026855
	Iteration 38Q: 3 clusters Score -1016585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1016587.750000 Penalty: 4514.026855
	Iteration 39Q: 3 clusters Score -1016588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1016587.562500 Penalty: 4514.026855
	Iteration 40F: 3 clusters Score -1016588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1016587.125000 Penalty: 4514.026855
	Iteration 41Q: 3 clusters Score -1016587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1016587.312500 Penalty: 4514.026855
	Iteration 42Q: 3 clusters Score -1016587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1016590.375000 Penalty: 4514.026855
	Iteration 43Q: 3 clusters Score -1016590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1016591.062500 Penalty: 4514.026855
	Iteration 44Q: 3 clusters Score -1016591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1016590.500000 Penalty: 4514.026855
	Iteration 45Q: 3 clusters Score -1016590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1016591.812500 Penalty: 4514.026855
	Iteration 46Q: 3 clusters Score -1016592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1016592.750000 Penalty: 4514.026855
	Iteration 47Q: 3 clusters Score -1016593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1016592.625000 Penalty: 4514.026855
	Iteration 48Q: 3 clusters Score -1016593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1016593.125000 Penalty: 4514.026855
	Iteration 49Q: 3 clusters Score -1016593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1016593.125000 Penalty: 4514.026855
	Iteration 50F: 3 clusters Score -1016593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253531 members 
Entering Unmasked Estep 
Score: -28591002.000000 Penalty: 3085.923828
	Iteration 0F: 2 clusters Score -2.8591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -28434618.000000 Penalty: 6171.847656
	Iteration 0F: 3 clusters Score -2.843462e+07 nChanged 122390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -28507124.000000 Penalty: 6171.847656
	Iteration 1F: 3 clusters Score -2.850712e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Mstep: Class 2 contains 120707 members 
Entering Unmasked Estep 
Score: -28508298.000000 Penalty: 6171.847656
	Iteration 2Q: 3 clusters Score -2.85083e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136471 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -28509876.000000 Penalty: 6171.847656
	Iteration 3Q: 3 clusters Score -2.850988e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142069 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -28512686.000000 Penalty: 6171.847656
	Iteration 4Q: 3 clusters Score -2.851269e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -28517188.000000 Penalty: 6171.847656
	Iteration 5Q: 3 clusters Score -2.851719e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161070 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -28524580.000000 Penalty: 6171.847656
	Iteration 6Q: 3 clusters Score -2.852458e+07 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -28535180.000000 Penalty: 6171.847656
	Iteration 7F: 3 clusters Score -2.853518e+07 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190756 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -28549254.000000 Penalty: 6171.847656
	Iteration 8F: 3 clusters Score -2.854925e+07 nChanged 15623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205409 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -28562996.000000 Penalty: 6171.847656
	Iteration 9F: 3 clusters Score -2.8563e+07 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217549 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -28574226.000000 Penalty: 6171.847656
	Iteration 10F: 3 clusters Score -2.857423e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226915 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -28580616.000000 Penalty: 6171.847656
	Iteration 11Q: 3 clusters Score -2.858062e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234008 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -28583766.000000 Penalty: 6171.847656
	Iteration 12Q: 3 clusters Score -2.858377e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239423 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -28585374.000000 Penalty: 6171.847656
	Iteration 13Q: 3 clusters Score -2.858537e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243553 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -28586420.000000 Penalty: 6171.847656
	Iteration 14Q: 3 clusters Score -2.858642e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246493 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -28587110.000000 Penalty: 6171.847656
	Iteration 15Q: 3 clusters Score -2.858711e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248585 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -28587388.000000 Penalty: 6171.847656
	Iteration 16Q: 3 clusters Score -2.858739e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249993 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -28587756.000000 Penalty: 6171.847656
	Iteration 17Q: 3 clusters Score -2.858776e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250943 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -28588006.000000 Penalty: 6171.847656
	Iteration 18Q: 3 clusters Score -2.858801e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251548 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -28588144.000000 Penalty: 6171.847656
	Iteration 19Q: 3 clusters Score -2.858814e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251951 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -28588284.000000 Penalty: 6171.847656
	Iteration 20F: 3 clusters Score -2.858828e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252228 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -28588392.000000 Penalty: 6171.847656
	Iteration 21Q: 3 clusters Score -2.858839e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252429 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -28588432.000000 Penalty: 6171.847656
	Iteration 22Q: 3 clusters Score -2.858843e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252556 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -28588454.000000 Penalty: 6171.847656
	Iteration 23Q: 3 clusters Score -2.858845e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252649 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -28588450.000000 Penalty: 6171.847656
	Iteration 24Q: 3 clusters Score -2.858845e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252715 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -28588446.000000 Penalty: 6171.847656
	Iteration 25Q: 3 clusters Score -2.858845e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252765 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -28588464.000000 Penalty: 6171.847656
	Iteration 26Q: 3 clusters Score -2.858846e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252798 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -28588452.000000 Penalty: 6171.847656
	Iteration 27Q: 3 clusters Score -2.858845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252815 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -28588456.000000 Penalty: 6171.847656
	Iteration 28Q: 3 clusters Score -2.858846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252832 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -28588472.000000 Penalty: 6171.847656
	Iteration 29Q: 3 clusters Score -2.858847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252844 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -28588502.000000 Penalty: 6171.847656
	Iteration 30Q: 3 clusters Score -2.85885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252858 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -28588502.000000 Penalty: 6171.847656
	Iteration 31Q: 3 clusters Score -2.85885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252866 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -28588498.000000 Penalty: 6171.847656
	Iteration 32Q: 3 clusters Score -2.85885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252876 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -28588536.000000 Penalty: 6171.847656
	Iteration 33Q: 3 clusters Score -2.858854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252886 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -28588520.000000 Penalty: 6171.847656
	Iteration 34Q: 3 clusters Score -2.858852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252892 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -28588518.000000 Penalty: 6171.847656
	Iteration 35Q: 3 clusters Score -2.858852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252900 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -28588514.000000 Penalty: 6171.847656
	Iteration 36Q: 3 clusters Score -2.858851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252903 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28588526.000000 Penalty: 6171.847656
	Iteration 37Q: 3 clusters Score -2.858853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -28588526.000000 Penalty: 6171.847656
	Iteration 38Q: 3 clusters Score -2.858853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -28588526.000000 Penalty: 6171.847656
	Iteration 39F: 3 clusters Score -2.858853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -101813.257812 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -101813.3 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 489 members 
Entering Unmasked Estep 
Score: -99860.031250 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -99860.03 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100143.148438 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -100143.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100226.734375 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -100226.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100268.429688 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -100268.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100301.468750 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -100301.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100317.687500 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -100317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100327.679688 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -100327.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100338.046875 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -100338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100345.664062 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -100345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100354.601562 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -100354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100359.156250 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -100359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100362.414062 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -100362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100364.968750 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -100365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100364.968750 Penalty: 3418.750244
	Iteration 13F: 3 clusters Score -100365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58133 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 43021 members 
Mstep: Class 11 contains 236156 members 
Mstep: Class 12 contains 38603 members 
Mstep: Class 13 contains 19363 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 37158 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253531 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593936.000000 Penalty: 60688.125000
Iteration 119Q: 19 clusters Score -8.859394e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58127 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43024 members 
Mstep: Class 11 contains 236154 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 19361 members 
Mstep: Class 14 contains 7601 members 
Mstep: Class 15 contains 37155 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 253530 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594056.000000 Penalty: 60688.125000
Iteration 120F: 19 clusters Score -8.859406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40396 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58119 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43028 members 
Mstep: Class 11 contains 236158 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 19360 members 
Mstep: Class 14 contains 7612 members 
Mstep: Class 15 contains 37154 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 253528 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594056.000000 Penalty: 60688.125000
Iteration 121Q: 19 clusters Score -8.859406e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40394 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58110 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 43024 members 
Mstep: Class 11 contains 236150 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 37147 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 253537 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594000.000000 Penalty: 60688.125000
Iteration 122Q: 19 clusters Score -8.8594e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 43030 members 
Mstep: Class 11 contains 236134 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 253540 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593896.000000 Penalty: 60688.125000
Iteration 123Q: 19 clusters Score -8.85939e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40391 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58095 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 43034 members 
Mstep: Class 11 contains 236127 members 
Mstep: Class 12 contains 38601 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 37132 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 253543 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593960.000000 Penalty: 60688.125000
Iteration 124Q: 19 clusters Score -8.859396e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40385 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58082 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 43035 members 
Mstep: Class 11 contains 236130 members 
Mstep: Class 12 contains 38596 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 37131 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 253545 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593912.000000 Penalty: 60688.125000
Iteration 125Q: 19 clusters Score -8.859391e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40384 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58070 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 43039 members 
Mstep: Class 11 contains 236122 members 
Mstep: Class 12 contains 38596 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 37130 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253544 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593872.000000 Penalty: 60688.125000
Iteration 126Q: 19 clusters Score -8.859387e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40385 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58059 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 43044 members 
Mstep: Class 11 contains 236113 members 
Mstep: Class 12 contains 38596 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7726 members 
Mstep: Class 15 contains 37128 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253539 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593920.000000 Penalty: 60688.125000
Iteration 127Q: 19 clusters Score -8.859392e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40388 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58049 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 236103 members 
Mstep: Class 12 contains 38597 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7741 members 
Mstep: Class 15 contains 37129 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253534 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593960.000000 Penalty: 60688.125000
Iteration 128Q: 19 clusters Score -8.859396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40388 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58039 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 43054 members 
Mstep: Class 11 contains 236098 members 
Mstep: Class 12 contains 38592 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 7755 members 
Mstep: Class 15 contains 37129 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 253536 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593928.000000 Penalty: 60688.125000
Iteration 129Q: 19 clusters Score -8.859393e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40387 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58032 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 236094 members 
Mstep: Class 12 contains 38587 members 
Mstep: Class 13 contains 19358 members 
Mstep: Class 14 contains 7777 members 
Mstep: Class 15 contains 37128 members 
Mstep: Class 16 contains 8962 members 
Mstep: Class 17 contains 253537 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593896.000000 Penalty: 60688.125000
Iteration 130Q: 19 clusters Score -8.85939e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40390 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58028 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 43057 members 
Mstep: Class 11 contains 236083 members 
Mstep: Class 12 contains 38584 members 
Mstep: Class 13 contains 19355 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 37129 members 
Mstep: Class 16 contains 8961 members 
Mstep: Class 17 contains 253529 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593904.000000 Penalty: 60688.125000
Iteration 131Q: 19 clusters Score -8.85939e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40391 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58026 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 236084 members 
Mstep: Class 12 contains 38582 members 
Mstep: Class 13 contains 19353 members 
Mstep: Class 14 contains 7812 members 
Mstep: Class 15 contains 37128 members 
Mstep: Class 16 contains 8962 members 
Mstep: Class 17 contains 253517 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593928.000000 Penalty: 60688.125000
Iteration 132Q: 19 clusters Score -8.859393e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40395 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58021 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 43060 members 
Mstep: Class 11 contains 236072 members 
Mstep: Class 12 contains 38580 members 
Mstep: Class 13 contains 19351 members 
Mstep: Class 14 contains 7831 members 
Mstep: Class 15 contains 37128 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 253507 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594008.000000 Penalty: 60688.125000
Iteration 133Q: 19 clusters Score -8.859401e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40396 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58014 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 43062 members 
Mstep: Class 11 contains 236052 members 
Mstep: Class 12 contains 38581 members 
Mstep: Class 13 contains 19350 members 
Mstep: Class 14 contains 7853 members 
Mstep: Class 15 contains 37128 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 253510 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594104.000000 Penalty: 60688.125000
Iteration 134Q: 19 clusters Score -8.85941e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 58003 members 
Mstep: Class 6 contains 2534 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 43067 members 
Mstep: Class 11 contains 236046 members 
Mstep: Class 12 contains 38579 members 
Mstep: Class 13 contains 19348 members 
Mstep: Class 14 contains 7873 members 
Mstep: Class 15 contains 37125 members 
Mstep: Class 16 contains 8966 members 
Mstep: Class 17 contains 253509 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594120.000000 Penalty: 60688.125000
Iteration 135Q: 19 clusters Score -8.859412e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40399 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57993 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 43071 members 
Mstep: Class 11 contains 236037 members 
Mstep: Class 12 contains 38578 members 
Mstep: Class 13 contains 19346 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 37121 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 253511 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594088.000000 Penalty: 60688.125000
Iteration 136Q: 19 clusters Score -8.859409e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57977 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 43072 members 
Mstep: Class 11 contains 236030 members 
Mstep: Class 12 contains 38578 members 
Mstep: Class 13 contains 19345 members 
Mstep: Class 14 contains 7911 members 
Mstep: Class 15 contains 37124 members 
Mstep: Class 16 contains 8966 members 
Mstep: Class 17 contains 253509 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593992.000000 Penalty: 60688.125000
Iteration 137Q: 19 clusters Score -8.859399e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40395 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57970 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 43071 members 
Mstep: Class 11 contains 236021 members 
Mstep: Class 12 contains 38579 members 
Mstep: Class 13 contains 19341 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 37121 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 253518 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594024.000000 Penalty: 60688.125000
Iteration 138Q: 19 clusters Score -8.859402e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40390 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57965 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 43072 members 
Mstep: Class 11 contains 236012 members 
Mstep: Class 12 contains 38576 members 
Mstep: Class 13 contains 19336 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 37118 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 253530 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594056.000000 Penalty: 60688.125000
Iteration 139Q: 19 clusters Score -8.859406e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40385 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57962 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 43074 members 
Mstep: Class 11 contains 236006 members 
Mstep: Class 12 contains 38573 members 
Mstep: Class 13 contains 19334 members 
Mstep: Class 14 contains 7948 members 
Mstep: Class 15 contains 37113 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 253531 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593992.000000 Penalty: 60688.125000
Iteration 140F: 19 clusters Score -8.859399e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40380 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57960 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 43074 members 
Mstep: Class 11 contains 235995 members 
Mstep: Class 12 contains 38571 members 
Mstep: Class 13 contains 19332 members 
Mstep: Class 14 contains 7966 members 
Mstep: Class 15 contains 37115 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 253531 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593960.000000 Penalty: 60688.125000
Iteration 141Q: 19 clusters Score -8.859396e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40377 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 5 contains 57957 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 43075 members 
Mstep: Class 11 contains 235976 members 
Mstep: Class 12 contains 38569 members 
Mstep: Class 13 contains 19329 members 
Mstep: Class 14 contains 7986 members 
Mstep: Class 15 contains 37114 members 
Mstep: Class 16 contains 8969 members 
Mstep: Class 17 contains 253537 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593952.000000 Penalty: 60688.125000
Iteration 142Q: 19 clusters Score -8.859395e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40375 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57955 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 43079 members 
Mstep: Class 11 contains 235969 members 
Mstep: Class 12 contains 38568 members 
Mstep: Class 13 contains 19327 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 37111 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253529 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594040.000000 Penalty: 60688.125000
Iteration 143Q: 19 clusters Score -8.859404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40373 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57952 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 43082 members 
Mstep: Class 11 contains 235980 members 
Mstep: Class 12 contains 38571 members 
Mstep: Class 13 contains 19325 members 
Mstep: Class 14 contains 8014 members 
Mstep: Class 15 contains 37110 members 
Mstep: Class 16 contains 8977 members 
Mstep: Class 17 contains 253505 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594008.000000 Penalty: 60688.125000
Iteration 144Q: 19 clusters Score -8.859401e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40371 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57945 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43084 members 
Mstep: Class 11 contains 235982 members 
Mstep: Class 12 contains 38571 members 
Mstep: Class 13 contains 19325 members 
Mstep: Class 14 contains 8031 members 
Mstep: Class 15 contains 37109 members 
Mstep: Class 16 contains 8980 members 
Mstep: Class 17 contains 253486 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593960.000000 Penalty: 60688.125000
Iteration 145Q: 19 clusters Score -8.859396e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40372 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57935 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 43084 members 
Mstep: Class 11 contains 235987 members 
Mstep: Class 12 contains 38574 members 
Mstep: Class 13 contains 19321 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 37106 members 
Mstep: Class 16 contains 8980 members 
Mstep: Class 17 contains 253468 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594064.000000 Penalty: 60688.125000
Iteration 146Q: 19 clusters Score -8.859406e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40374 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57920 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 43088 members 
Mstep: Class 11 contains 236007 members 
Mstep: Class 12 contains 38573 members 
Mstep: Class 13 contains 19318 members 
Mstep: Class 14 contains 8061 members 
Mstep: Class 15 contains 37104 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 253452 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594024.000000 Penalty: 60688.125000
Iteration 147Q: 19 clusters Score -8.859402e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40375 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57908 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 6295 members 
Mstep: Class 10 contains 43095 members 
Mstep: Class 11 contains 236027 members 
Mstep: Class 12 contains 38578 members 
Mstep: Class 13 contains 19309 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 37103 members 
Mstep: Class 16 contains 8981 members 
Mstep: Class 17 contains 253421 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593992.000000 Penalty: 60688.125000
Iteration 148Q: 19 clusters Score -8.859399e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40376 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57882 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 6294 members 
Mstep: Class 10 contains 43106 members 
Mstep: Class 11 contains 236048 members 
Mstep: Class 12 contains 38579 members 
Mstep: Class 13 contains 19305 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 15 contains 37101 members 
Mstep: Class 16 contains 8981 members 
Mstep: Class 17 contains 253395 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594032.000000 Penalty: 60688.125000
Iteration 149Q: 19 clusters Score -8.859403e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40378 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57857 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 43113 members 
Mstep: Class 11 contains 236051 members 
Mstep: Class 12 contains 38575 members 
Mstep: Class 13 contains 19301 members 
Mstep: Class 14 contains 8126 members 
Mstep: Class 15 contains 37101 members 
Mstep: Class 16 contains 8984 members 
Mstep: Class 17 contains 253388 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593984.000000 Penalty: 60688.125000
Iteration 150Q: 19 clusters Score -8.859398e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40379 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57836 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 43119 members 
Mstep: Class 11 contains 236065 members 
Mstep: Class 12 contains 38577 members 
Mstep: Class 13 contains 19298 members 
Mstep: Class 14 contains 8152 members 
Mstep: Class 15 contains 37100 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 253366 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593968.000000 Penalty: 60688.125000
Iteration 151Q: 19 clusters Score -8.859397e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40379 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57824 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 43125 members 
Mstep: Class 11 contains 236075 members 
Mstep: Class 12 contains 38580 members 
Mstep: Class 13 contains 19295 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 37099 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 17 contains 253346 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593992.000000 Penalty: 60688.125000
Iteration 152Q: 19 clusters Score -8.859399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40378 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 57805 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 11 contains 236084 members 
Mstep: Class 12 contains 38582 members 
Mstep: Class 13 contains 19289 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 37098 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 17 contains 253336 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593832.000000 Penalty: 60688.125000
Iteration 153Q: 19 clusters Score -8.859383e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40373 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 5 contains 57788 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 43136 members 
Mstep: Class 11 contains 236112 members 
Mstep: Class 12 contains 38580 members 
Mstep: Class 13 contains 19281 members 
Mstep: Class 14 contains 8222 members 
Mstep: Class 15 contains 37094 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 253321 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593936.000000 Penalty: 60688.125000
Iteration 154Q: 19 clusters Score -8.859394e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40372 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57772 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 43145 members 
Mstep: Class 11 contains 236117 members 
Mstep: Class 12 contains 38581 members 
Mstep: Class 13 contains 19271 members 
Mstep: Class 14 contains 8245 members 
Mstep: Class 15 contains 37093 members 
Mstep: Class 16 contains 8991 members 
Mstep: Class 17 contains 253308 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594000.000000 Penalty: 60688.125000
Iteration 155Q: 19 clusters Score -8.8594e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40376 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57752 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 43154 members 
Mstep: Class 11 contains 236132 members 
Mstep: Class 12 contains 38583 members 
Mstep: Class 13 contains 19265 members 
Mstep: Class 14 contains 8270 members 
Mstep: Class 15 contains 37091 members 
Mstep: Class 16 contains 8990 members 
Mstep: Class 17 contains 253282 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594064.000000 Penalty: 60688.125000
Iteration 156Q: 19 clusters Score -8.859406e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40375 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57735 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 43158 members 
Mstep: Class 11 contains 236156 members 
Mstep: Class 12 contains 38592 members 
Mstep: Class 13 contains 19259 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 37086 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 253259 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594080.000000 Penalty: 60688.125000
Iteration 157Q: 19 clusters Score -8.859408e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40378 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57717 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 43163 members 
Mstep: Class 11 contains 236168 members 
Mstep: Class 12 contains 38595 members 
Mstep: Class 13 contains 19254 members 
Mstep: Class 14 contains 8307 members 
Mstep: Class 15 contains 37081 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 253249 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594072.000000 Penalty: 60688.125000
Iteration 158Q: 19 clusters Score -8.859407e+07 nChanged 120
Entering ConstructFrom: 
Score: -88594072.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (41898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Entering Unmasked Estep 
Score: -4731402.500000 Penalty: 2639.462158
	Iteration 0F: 2 clusters Score -4731402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4703330.000000 Penalty: 5278.924316
	Iteration 0F: 3 clusters Score -4703330 nChanged 19047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4713669.500000 Penalty: 5278.924316
	Iteration 1F: 3 clusters Score -4713670 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4714258.500000 Penalty: 5278.924316
	Iteration 2Q: 3 clusters Score -4714258 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4714809.000000 Penalty: 5278.924316
	Iteration 3Q: 3 clusters Score -4714809 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4715407.500000 Penalty: 5278.924316
	Iteration 4Q: 3 clusters Score -4715408 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4716088.000000 Penalty: 5278.924316
	Iteration 5Q: 3 clusters Score -4716088 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4716922.500000 Penalty: 5278.924316
	Iteration 6Q: 3 clusters Score -4716922 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4717986.000000 Penalty: 5278.924316
	Iteration 7F: 3 clusters Score -4717986 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4719498.500000 Penalty: 5278.924316
	Iteration 8F: 3 clusters Score -4719498 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4721454.000000 Penalty: 5278.924316
	Iteration 9F: 3 clusters Score -4721454 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4723508.000000 Penalty: 5278.924316
	Iteration 10F: 3 clusters Score -4723508 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4725459.000000 Penalty: 5278.924316
	Iteration 11F: 3 clusters Score -4725459 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4727079.500000 Penalty: 5278.924316
	Iteration 12Q: 3 clusters Score -4727080 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4728422.500000 Penalty: 5278.924316
	Iteration 13Q: 3 clusters Score -4728422 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4729117.000000 Penalty: 5278.924316
	Iteration 14Q: 3 clusters Score -4729117 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4729450.000000 Penalty: 5278.924316
	Iteration 15Q: 3 clusters Score -4729450 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4729590.000000 Penalty: 5278.924316
	Iteration 16Q: 3 clusters Score -4729590 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4729648.000000 Penalty: 5278.924316
	Iteration 17Q: 3 clusters Score -4729648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4729692.500000 Penalty: 5278.924316
	Iteration 18Q: 3 clusters Score -4729692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4729724.500000 Penalty: 5278.924316
	Iteration 19Q: 3 clusters Score -4729724 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4729736.500000 Penalty: 5278.924316
	Iteration 20F: 3 clusters Score -4729736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4729747.500000 Penalty: 5278.924316
	Iteration 21Q: 3 clusters Score -4729748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4729751.500000 Penalty: 5278.924316
	Iteration 22Q: 3 clusters Score -4729752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4729753.000000 Penalty: 5278.924316
	Iteration 23Q: 3 clusters Score -4729753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4729760.000000 Penalty: 5278.924316
	Iteration 24Q: 3 clusters Score -4729760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4729769.000000 Penalty: 5278.924316
	Iteration 25Q: 3 clusters Score -4729769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4729773.000000 Penalty: 5278.924316
	Iteration 26Q: 3 clusters Score -4729773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4729780.500000 Penalty: 5278.924316
	Iteration 27Q: 3 clusters Score -4729780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4729784.500000 Penalty: 5278.924316
	Iteration 28Q: 3 clusters Score -4729784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4729791.000000 Penalty: 5278.924316
	Iteration 29Q: 3 clusters Score -4729791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4729792.000000 Penalty: 5278.924316
	Iteration 30Q: 3 clusters Score -4729792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4729791.000000 Penalty: 5278.924316
	Iteration 31Q: 3 clusters Score -4729791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4729787.500000 Penalty: 5278.924316
	Iteration 32Q: 3 clusters Score -4729788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4729785.000000 Penalty: 5278.924316
	Iteration 33Q: 3 clusters Score -4729785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4729786.000000 Penalty: 5278.924316
	Iteration 34Q: 3 clusters Score -4729786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4729785.500000 Penalty: 5278.924316
	Iteration 35Q: 3 clusters Score -4729786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4729780.500000 Penalty: 5278.924316
	Iteration 36Q: 3 clusters Score -4729780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4729785.000000 Penalty: 5278.924316
	Iteration 37Q: 3 clusters Score -4729785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4729784.500000 Penalty: 5278.924316
	Iteration 38Q: 3 clusters Score -4729784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4729789.500000 Penalty: 5278.924316
	Iteration 39Q: 3 clusters Score -4729790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4729786.500000 Penalty: 5278.924316
	Iteration 40F: 3 clusters Score -4729786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4729779.500000 Penalty: 5278.924316
	Iteration 41Q: 3 clusters Score -4729780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4729784.000000 Penalty: 5278.924316
	Iteration 42Q: 3 clusters Score -4729784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4729781.500000 Penalty: 5278.924316
	Iteration 43Q: 3 clusters Score -4729782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4729783.500000 Penalty: 5278.924316
	Iteration 44Q: 3 clusters Score -4729784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4729783.500000 Penalty: 5278.924316
	Iteration 45F: 3 clusters Score -4729784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -50898.687500 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -50898.69 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 251 members 
Entering Unmasked Estep 
Score: -49352.511719 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -49352.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49514.296875 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -49514.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49586.800781 Penalty: 3104.752441
	Iteration 2Q: 3 clusters Score -49586.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49652.941406 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -49652.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49697.914062 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -49697.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49740.636719 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -49740.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49751.953125 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -49751.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49751.953125 Penalty: 3104.752441
	Iteration 7F: 3 clusters Score -49751.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Entering Unmasked Estep 
Score: -4603351.000000 Penalty: 2630.285645
	Iteration 0F: 2 clusters Score -4603351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4575956.500000 Penalty: 5260.571289
	Iteration 0F: 3 clusters Score -4575956 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4585921.500000 Penalty: 5260.571289
	Iteration 1F: 3 clusters Score -4585922 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -4586347.500000 Penalty: 5260.571289
	Iteration 2Q: 3 clusters Score -4586348 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4586734.500000 Penalty: 5260.571289
	Iteration 3Q: 3 clusters Score -4586734 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4587083.000000 Penalty: 5260.571289
	Iteration 4Q: 3 clusters Score -4587083 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4587409.000000 Penalty: 5260.571289
	Iteration 5Q: 3 clusters Score -4587409 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4587846.500000 Penalty: 5260.571289
	Iteration 6Q: 3 clusters Score -4587846 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4588389.000000 Penalty: 5260.571289
	Iteration 7Q: 3 clusters Score -4588389 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4589096.500000 Penalty: 5260.571289
	Iteration 8Q: 3 clusters Score -4589096 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4590195.500000 Penalty: 5260.571289
	Iteration 9Q: 3 clusters Score -4590196 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4591745.000000 Penalty: 5260.571289
	Iteration 10F: 3 clusters Score -4591745 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4593800.000000 Penalty: 5260.571289
	Iteration 11F: 3 clusters Score -4593800 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4596017.000000 Penalty: 5260.571289
	Iteration 12F: 3 clusters Score -4596017 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4597987.000000 Penalty: 5260.571289
	Iteration 13F: 3 clusters Score -4597987 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4599308.000000 Penalty: 5260.571289
	Iteration 14Q: 3 clusters Score -4599308 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4600110.000000 Penalty: 5260.571289
	Iteration 15Q: 3 clusters Score -4600110 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4600539.500000 Penalty: 5260.571289
	Iteration 16Q: 3 clusters Score -4600540 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4600806.000000 Penalty: 5260.571289
	Iteration 17Q: 3 clusters Score -4600806 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4601016.500000 Penalty: 5260.571289
	Iteration 18Q: 3 clusters Score -4601016 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4601137.000000 Penalty: 5260.571289
	Iteration 19Q: 3 clusters Score -4601137 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4601213.500000 Penalty: 5260.571289
	Iteration 20F: 3 clusters Score -4601214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4601279.000000 Penalty: 5260.571289
	Iteration 21Q: 3 clusters Score -4601279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4601319.000000 Penalty: 5260.571289
	Iteration 22Q: 3 clusters Score -4601319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4601352.000000 Penalty: 5260.571289
	Iteration 23Q: 3 clusters Score -4601352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4601381.500000 Penalty: 5260.571289
	Iteration 24Q: 3 clusters Score -4601382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4601393.000000 Penalty: 5260.571289
	Iteration 25Q: 3 clusters Score -4601393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4601408.500000 Penalty: 5260.571289
	Iteration 26Q: 3 clusters Score -4601408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4601419.500000 Penalty: 5260.571289
	Iteration 27Q: 3 clusters Score -4601420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4601433.000000 Penalty: 5260.571289
	Iteration 28Q: 3 clusters Score -4601433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4601441.000000 Penalty: 5260.571289
	Iteration 29Q: 3 clusters Score -4601441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4601451.000000 Penalty: 5260.571289
	Iteration 30Q: 3 clusters Score -4601451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4601457.500000 Penalty: 5260.571289
	Iteration 31Q: 3 clusters Score -4601458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4601458.500000 Penalty: 5260.571289
	Iteration 32Q: 3 clusters Score -4601458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4601457.500000 Penalty: 5260.571289
	Iteration 33Q: 3 clusters Score -4601458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4601459.000000 Penalty: 5260.571289
	Iteration 34Q: 3 clusters Score -4601459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4601456.000000 Penalty: 5260.571289
	Iteration 35Q: 3 clusters Score -4601456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4601457.500000 Penalty: 5260.571289
	Iteration 36Q: 3 clusters Score -4601458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4601457.500000 Penalty: 5260.571289
	Iteration 37F: 3 clusters Score -4601458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -185438.375000 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -185438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182988.375000 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -182988.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183396.609375 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -183396.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183488.296875 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -183488.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183544.031250 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -183544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183572.578125 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -183572.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -183595.031250 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -183595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183613.625000 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -183613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -183631.812500 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -183631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183638.468750 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -183638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183642.671875 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -183642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -183645.046875 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -183645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -183647.921875 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -183647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -183649.984375 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -183650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183650.375000 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -183650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183650.375000 Penalty: 3687.098633
	Iteration 14F: 3 clusters Score -183650.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Entering Unmasked Estep 
Score: -6540125.000000 Penalty: 2718.865723
	Iteration 0F: 2 clusters Score -6540125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -6501387.000000 Penalty: 5437.731445
	Iteration 0F: 3 clusters Score -6501387 nChanged 26682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -6516075.000000 Penalty: 5437.731445
	Iteration 1F: 3 clusters Score -6516075 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -6516612.500000 Penalty: 5437.731445
	Iteration 2Q: 3 clusters Score -6516612 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -6517117.000000 Penalty: 5437.731445
	Iteration 3Q: 3 clusters Score -6517117 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -6517742.000000 Penalty: 5437.731445
	Iteration 4Q: 3 clusters Score -6517742 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -6518515.500000 Penalty: 5437.731445
	Iteration 5Q: 3 clusters Score -6518516 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6519641.000000 Penalty: 5437.731445
	Iteration 6Q: 3 clusters Score -6519641 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -6521502.000000 Penalty: 5437.731445
	Iteration 7F: 3 clusters Score -6521502 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -6524354.000000 Penalty: 5437.731445
	Iteration 8F: 3 clusters Score -6524354 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -6528231.500000 Penalty: 5437.731445
	Iteration 9F: 3 clusters Score -6528232 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -6532298.000000 Penalty: 5437.731445
	Iteration 10F: 3 clusters Score -6532298 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6535291.000000 Penalty: 5437.731445
	Iteration 11F: 3 clusters Score -6535291 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6536714.500000 Penalty: 5437.731445
	Iteration 12Q: 3 clusters Score -6536714 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6537217.500000 Penalty: 5437.731445
	Iteration 13Q: 3 clusters Score -6537218 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6537415.000000 Penalty: 5437.731445
	Iteration 14Q: 3 clusters Score -6537415 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6537515.500000 Penalty: 5437.731445
	Iteration 15Q: 3 clusters Score -6537516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6537564.000000 Penalty: 5437.731445
	Iteration 16Q: 3 clusters Score -6537564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6537597.500000 Penalty: 5437.731445
	Iteration 17Q: 3 clusters Score -6537598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6537621.000000 Penalty: 5437.731445
	Iteration 18Q: 3 clusters Score -6537621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6537638.000000 Penalty: 5437.731445
	Iteration 19Q: 3 clusters Score -6537638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6537657.000000 Penalty: 5437.731445
	Iteration 20F: 3 clusters Score -6537657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6537658.000000 Penalty: 5437.731445
	Iteration 21Q: 3 clusters Score -6537658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6537663.000000 Penalty: 5437.731445
	Iteration 22Q: 3 clusters Score -6537663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6537673.000000 Penalty: 5437.731445
	Iteration 23Q: 3 clusters Score -6537673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6537676.500000 Penalty: 5437.731445
	Iteration 24Q: 3 clusters Score -6537676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6537676.500000 Penalty: 5437.731445
	Iteration 25F: 3 clusters Score -6537676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -287062.062500 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -287062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -284056.593750 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -284056.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -284608.000000 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -284608 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -284732.375000 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -284732.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -284792.093750 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -284792.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -284832.656250 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -284832.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -284862.781250 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -284862.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -284887.187500 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -284887.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -284919.218750 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -284919.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284941.625000 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -284941.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -284958.687500 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -284958.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -284970.031250 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -284970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -284983.562500 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -284983.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -284992.562500 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -284992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -284999.031250 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -284999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285003.500000 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -285003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -285009.218750 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -285009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285011.812500 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -285011.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285014.375000 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -285014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -285015.843750 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -285015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285018.531250 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -285018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -285020.625000 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -285020.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -285022.937500 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -285022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285025.218750 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -285025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -285025.562500 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -285025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285025.937500 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -285025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285025.937500 Penalty: 3894.037842
	Iteration 25F: 3 clusters Score -285025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -105493.601562 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -105493.6 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 499 members 
Entering Unmasked Estep 
Score: -103561.718750 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -103561.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103844.898438 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -103844.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -103936.070312 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -103936.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103982.406250 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -103982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104014.492188 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -104014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104033.859375 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -104033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104042.664062 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -104042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104050.398438 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -104050.4 nChanged 4
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: -104054.976562 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -104055 nChanged 4
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: -104060.562500 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -104060.6 nChanged 4
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: -104065.406250 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -104065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104073.289062 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -104073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104085.484375 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -104085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104089.804688 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -104089.8 nChanged 5
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: -104095.664062 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -104095.7 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: -104095.664062 Penalty: 3426.742432
	Iteration 15F: 3 clusters Score -104095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -455965.781250 Penalty: 2071.375000
	Iteration 0F: 2 clusters Score -455965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -451909.843750 Penalty: 4142.750000
	Iteration 0F: 3 clusters Score -451909.8 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -452978.500000 Penalty: 4142.750000
	Iteration 1F: 3 clusters Score -452978.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -453327.812500 Penalty: 4142.750000
	Iteration 2F: 3 clusters Score -453327.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -453596.093750 Penalty: 4142.750000
	Iteration 3F: 3 clusters Score -453596.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -453799.156250 Penalty: 4142.750000
	Iteration 4F: 3 clusters Score -453799.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -453960.375000 Penalty: 4142.750000
	Iteration 5F: 3 clusters Score -453960.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -454080.718750 Penalty: 4142.750000
	Iteration 6Q: 3 clusters Score -454080.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454179.281250 Penalty: 4142.750000
	Iteration 7Q: 3 clusters Score -454179.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -454256.500000 Penalty: 4142.750000
	Iteration 8Q: 3 clusters Score -454256.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -454321.125000 Penalty: 4142.750000
	Iteration 9Q: 3 clusters Score -454321.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -454367.093750 Penalty: 4142.750000
	Iteration 10Q: 3 clusters Score -454367.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -454396.093750 Penalty: 4142.750000
	Iteration 11Q: 3 clusters Score -454396.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -454417.093750 Penalty: 4142.750000
	Iteration 12Q: 3 clusters Score -454417.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -454432.843750 Penalty: 4142.750000
	Iteration 13Q: 3 clusters Score -454432.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -454448.125000 Penalty: 4142.750000
	Iteration 14Q: 3 clusters Score -454448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -454461.031250 Penalty: 4142.750000
	Iteration 15Q: 3 clusters Score -454461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -454469.187500 Penalty: 4142.750000
	Iteration 16Q: 3 clusters Score -454469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -454476.500000 Penalty: 4142.750000
	Iteration 17Q: 3 clusters Score -454476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -454481.875000 Penalty: 4142.750000
	Iteration 18Q: 3 clusters Score -454481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -454489.218750 Penalty: 4142.750000
	Iteration 19Q: 3 clusters Score -454489.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -454496.656250 Penalty: 4142.750000
	Iteration 20F: 3 clusters Score -454496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -454505.000000 Penalty: 4142.750000
	Iteration 21Q: 3 clusters Score -454505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -454510.406250 Penalty: 4142.750000
	Iteration 22Q: 3 clusters Score -454510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -454514.718750 Penalty: 4142.750000
	Iteration 23Q: 3 clusters Score -454514.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -454518.781250 Penalty: 4142.750000
	Iteration 24Q: 3 clusters Score -454518.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -454525.562500 Penalty: 4142.750000
	Iteration 25Q: 3 clusters Score -454525.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -454530.312500 Penalty: 4142.750000
	Iteration 26Q: 3 clusters Score -454530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -454534.656250 Penalty: 4142.750000
	Iteration 27Q: 3 clusters Score -454534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -454536.687500 Penalty: 4142.750000
	Iteration 28Q: 3 clusters Score -454536.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -454541.718750 Penalty: 4142.750000
	Iteration 29Q: 3 clusters Score -454541.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -454545.812500 Penalty: 4142.750000
	Iteration 30Q: 3 clusters Score -454545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -454547.906250 Penalty: 4142.750000
	Iteration 31Q: 3 clusters Score -454547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -454549.843750 Penalty: 4142.750000
	Iteration 32Q: 3 clusters Score -454549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -454550.968750 Penalty: 4142.750000
	Iteration 33Q: 3 clusters Score -454551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -454551.406250 Penalty: 4142.750000
	Iteration 34Q: 3 clusters Score -454551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -454552.250000 Penalty: 4142.750000
	Iteration 35Q: 3 clusters Score -454552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -454554.906250 Penalty: 4142.750000
	Iteration 36Q: 3 clusters Score -454554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -454556.093750 Penalty: 4142.750000
	Iteration 37Q: 3 clusters Score -454556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -454556.031250 Penalty: 4142.750000
	Iteration 38Q: 3 clusters Score -454556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -454557.500000 Penalty: 4142.750000
	Iteration 39Q: 3 clusters Score -454557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -454559.500000 Penalty: 4142.750000
	Iteration 40F: 3 clusters Score -454559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -454561.281250 Penalty: 4142.750000
	Iteration 41Q: 3 clusters Score -454561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -454561.812500 Penalty: 4142.750000
	Iteration 42Q: 3 clusters Score -454561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -454563.125000 Penalty: 4142.750000
	Iteration 43Q: 3 clusters Score -454563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -454563.937500 Penalty: 4142.750000
	Iteration 44Q: 3 clusters Score -454563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -454565.343750 Penalty: 4142.750000
	Iteration 45Q: 3 clusters Score -454565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -454565.343750 Penalty: 4142.750000
	Iteration 46F: 3 clusters Score -454565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -648010.062500 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -648010.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -642647.000000 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -642647 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -644164.562500 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -644164.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -644540.187500 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -644540.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -644837.937500 Penalty: 4338.134766
	Iteration 3F: 3 clusters Score -644837.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -645057.562500 Penalty: 4338.134766
	Iteration 4F: 3 clusters Score -645057.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -645266.375000 Penalty: 4338.134766
	Iteration 5Q: 3 clusters Score -645266.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -645459.875000 Penalty: 4338.134766
	Iteration 6Q: 3 clusters Score -645459.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -645662.312500 Penalty: 4338.134766
	Iteration 7Q: 3 clusters Score -645662.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -645827.875000 Penalty: 4338.134766
	Iteration 8Q: 3 clusters Score -645827.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -646001.312500 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -646001.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -646155.875000 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -646155.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -646292.437500 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -646292.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -646417.250000 Penalty: 4338.134766
	Iteration 12Q: 3 clusters Score -646417.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -646525.062500 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -646525.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -646624.437500 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -646624.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -646700.312500 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -646700.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -646760.000000 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -646760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -646794.875000 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -646794.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -646823.750000 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -646823.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -646845.812500 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -646845.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -646870.687500 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -646870.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -646898.250000 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -646898.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -646924.750000 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -646924.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -646939.250000 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -646939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -646950.875000 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -646950.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -646956.812500 Penalty: 4338.134766
	Iteration 25Q: 3 clusters Score -646956.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -646961.062500 Penalty: 4338.134766
	Iteration 26Q: 3 clusters Score -646961.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -646964.562500 Penalty: 4338.134766
	Iteration 27Q: 3 clusters Score -646964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -646967.562500 Penalty: 4338.134766
	Iteration 28Q: 3 clusters Score -646967.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -646973.687500 Penalty: 4338.134766
	Iteration 29Q: 3 clusters Score -646973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -646977.187500 Penalty: 4338.134766
	Iteration 30Q: 3 clusters Score -646977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -646981.937500 Penalty: 4338.134766
	Iteration 31Q: 3 clusters Score -646981.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -646987.062500 Penalty: 4338.134766
	Iteration 32Q: 3 clusters Score -646987.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -646991.375000 Penalty: 4338.134766
	Iteration 33Q: 3 clusters Score -646991.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -647001.437500 Penalty: 4338.134766
	Iteration 34Q: 3 clusters Score -647001.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -647010.687500 Penalty: 4338.134766
	Iteration 35Q: 3 clusters Score -647010.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -647014.312500 Penalty: 4338.134766
	Iteration 36Q: 3 clusters Score -647014.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -647018.937500 Penalty: 4338.134766
	Iteration 37Q: 3 clusters Score -647018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -647023.437500 Penalty: 4338.134766
	Iteration 38Q: 3 clusters Score -647023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -647025.375000 Penalty: 4338.134766
	Iteration 39Q: 3 clusters Score -647025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -647028.437500 Penalty: 4338.134766
	Iteration 40F: 3 clusters Score -647028.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -647032.250000 Penalty: 4338.134766
	Iteration 41Q: 3 clusters Score -647032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -647034.062500 Penalty: 4338.134766
	Iteration 42Q: 3 clusters Score -647034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -647036.812500 Penalty: 4338.134766
	Iteration 43Q: 3 clusters Score -647036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -647036.437500 Penalty: 4338.134766
	Iteration 44Q: 3 clusters Score -647036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -647038.750000 Penalty: 4338.134766
	Iteration 45Q: 3 clusters Score -647038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -647038.062500 Penalty: 4338.134766
	Iteration 46Q: 3 clusters Score -647038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -647038.250000 Penalty: 4338.134766
	Iteration 47Q: 3 clusters Score -647038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -647039.437500 Penalty: 4338.134766
	Iteration 48Q: 3 clusters Score -647039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -647039.250000 Penalty: 4338.134766
	Iteration 49Q: 3 clusters Score -647039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -647039.437500 Penalty: 4338.134766
	Iteration 50Q: 3 clusters Score -647039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -647039.375000 Penalty: 4338.134766
	Iteration 51Q: 3 clusters Score -647039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -647038.687500 Penalty: 4338.134766
	Iteration 52Q: 3 clusters Score -647038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -647038.687500 Penalty: 4338.134766
	Iteration 53F: 3 clusters Score -647038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Entering Unmasked Estep 
Score: -4759590.000000 Penalty: 2646.867920
	Iteration 0F: 2 clusters Score -4759590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4730429.000000 Penalty: 5293.735840
	Iteration 0F: 3 clusters Score -4730429 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4741284.000000 Penalty: 5293.735840
	Iteration 1F: 3 clusters Score -4741284 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4741795.500000 Penalty: 5293.735840
	Iteration 2Q: 3 clusters Score -4741796 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4742358.000000 Penalty: 5293.735840
	Iteration 3Q: 3 clusters Score -4742358 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4743117.000000 Penalty: 5293.735840
	Iteration 4Q: 3 clusters Score -4743117 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4744039.000000 Penalty: 5293.735840
	Iteration 5Q: 3 clusters Score -4744039 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4745088.000000 Penalty: 5293.735840
	Iteration 6Q: 3 clusters Score -4745088 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4746407.500000 Penalty: 5293.735840
	Iteration 7Q: 3 clusters Score -4746408 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4747945.000000 Penalty: 5293.735840
	Iteration 8F: 3 clusters Score -4747945 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4749420.000000 Penalty: 5293.735840
	Iteration 9F: 3 clusters Score -4749420 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4750645.500000 Penalty: 5293.735840
	Iteration 10F: 3 clusters Score -4750646 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4751639.500000 Penalty: 5293.735840
	Iteration 11Q: 3 clusters Score -4751640 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4752424.000000 Penalty: 5293.735840
	Iteration 12Q: 3 clusters Score -4752424 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4752984.000000 Penalty: 5293.735840
	Iteration 13Q: 3 clusters Score -4752984 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4753389.000000 Penalty: 5293.735840
	Iteration 14Q: 3 clusters Score -4753389 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4753700.000000 Penalty: 5293.735840
	Iteration 15Q: 3 clusters Score -4753700 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4753982.000000 Penalty: 5293.735840
	Iteration 16Q: 3 clusters Score -4753982 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4754196.500000 Penalty: 5293.735840
	Iteration 17Q: 3 clusters Score -4754196 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4754429.000000 Penalty: 5293.735840
	Iteration 18Q: 3 clusters Score -4754429 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4754640.500000 Penalty: 5293.735840
	Iteration 19Q: 3 clusters Score -4754640 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4754843.500000 Penalty: 5293.735840
	Iteration 20F: 3 clusters Score -4754844 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4755036.500000 Penalty: 5293.735840
	Iteration 21Q: 3 clusters Score -4755036 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -4755206.500000 Penalty: 5293.735840
	Iteration 22Q: 3 clusters Score -4755206 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4755377.500000 Penalty: 5293.735840
	Iteration 23Q: 3 clusters Score -4755378 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -4755588.000000 Penalty: 5293.735840
	Iteration 24Q: 3 clusters Score -4755588 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4755760.500000 Penalty: 5293.735840
	Iteration 25Q: 3 clusters Score -4755760 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4755905.000000 Penalty: 5293.735840
	Iteration 26Q: 3 clusters Score -4755905 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4756077.000000 Penalty: 5293.735840
	Iteration 27Q: 3 clusters Score -4756077 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4756219.000000 Penalty: 5293.735840
	Iteration 28Q: 3 clusters Score -4756219 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4756383.500000 Penalty: 5293.735840
	Iteration 29Q: 3 clusters Score -4756384 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4756500.000000 Penalty: 5293.735840
	Iteration 30Q: 3 clusters Score -4756500 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -4756621.000000 Penalty: 5293.735840
	Iteration 31Q: 3 clusters Score -4756621 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4756722.000000 Penalty: 5293.735840
	Iteration 32Q: 3 clusters Score -4756722 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -4756808.500000 Penalty: 5293.735840
	Iteration 33Q: 3 clusters Score -4756808 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4756888.000000 Penalty: 5293.735840
	Iteration 34Q: 3 clusters Score -4756888 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4756941.500000 Penalty: 5293.735840
	Iteration 35Q: 3 clusters Score -4756942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4757004.000000 Penalty: 5293.735840
	Iteration 36Q: 3 clusters Score -4757004 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4757056.000000 Penalty: 5293.735840
	Iteration 37Q: 3 clusters Score -4757056 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4757097.000000 Penalty: 5293.735840
	Iteration 38Q: 3 clusters Score -4757097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4757130.000000 Penalty: 5293.735840
	Iteration 39Q: 3 clusters Score -4757130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4757160.500000 Penalty: 5293.735840
	Iteration 40F: 3 clusters Score -4757160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4757192.000000 Penalty: 5293.735840
	Iteration 41Q: 3 clusters Score -4757192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4757227.500000 Penalty: 5293.735840
	Iteration 42Q: 3 clusters Score -4757228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4757245.500000 Penalty: 5293.735840
	Iteration 43Q: 3 clusters Score -4757246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4757265.500000 Penalty: 5293.735840
	Iteration 44Q: 3 clusters Score -4757266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4757284.500000 Penalty: 5293.735840
	Iteration 45Q: 3 clusters Score -4757284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4757298.000000 Penalty: 5293.735840
	Iteration 46Q: 3 clusters Score -4757298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4757314.000000 Penalty: 5293.735840
	Iteration 47Q: 3 clusters Score -4757314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4757324.500000 Penalty: 5293.735840
	Iteration 48Q: 3 clusters Score -4757324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4757341.500000 Penalty: 5293.735840
	Iteration 49Q: 3 clusters Score -4757342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4757361.000000 Penalty: 5293.735840
	Iteration 50Q: 3 clusters Score -4757361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4757378.000000 Penalty: 5293.735840
	Iteration 51Q: 3 clusters Score -4757378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4757389.000000 Penalty: 5293.735840
	Iteration 52Q: 3 clusters Score -4757389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4757402.000000 Penalty: 5293.735840
	Iteration 53Q: 3 clusters Score -4757402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4757403.000000 Penalty: 5293.735840
	Iteration 54Q: 3 clusters Score -4757403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4757405.000000 Penalty: 5293.735840
	Iteration 55Q: 3 clusters Score -4757405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4757421.500000 Penalty: 5293.735840
	Iteration 56Q: 3 clusters Score -4757422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4757420.500000 Penalty: 5293.735840
	Iteration 57Q: 3 clusters Score -4757420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4757423.500000 Penalty: 5293.735840
	Iteration 58Q: 3 clusters Score -4757424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4757436.500000 Penalty: 5293.735840
	Iteration 59Q: 3 clusters Score -4757436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4757441.500000 Penalty: 5293.735840
	Iteration 60F: 3 clusters Score -4757442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4757451.500000 Penalty: 5293.735840
	Iteration 61Q: 3 clusters Score -4757452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4757458.000000 Penalty: 5293.735840
	Iteration 62Q: 3 clusters Score -4757458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4757461.000000 Penalty: 5293.735840
	Iteration 63Q: 3 clusters Score -4757461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4757464.000000 Penalty: 5293.735840
	Iteration 64Q: 3 clusters Score -4757464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4757472.000000 Penalty: 5293.735840
	Iteration 65Q: 3 clusters Score -4757472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4757472.000000 Penalty: 5293.735840
	Iteration 66Q: 3 clusters Score -4757472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4757473.000000 Penalty: 5293.735840
	Iteration 67Q: 3 clusters Score -4757473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4757472.500000 Penalty: 5293.735840
	Iteration 68Q: 3 clusters Score -4757472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4757475.000000 Penalty: 5293.735840
	Iteration 69Q: 3 clusters Score -4757475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4757484.500000 Penalty: 5293.735840
	Iteration 70Q: 3 clusters Score -4757484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4757490.500000 Penalty: 5293.735840
	Iteration 71Q: 3 clusters Score -4757490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4757492.500000 Penalty: 5293.735840
	Iteration 72Q: 3 clusters Score -4757492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4757501.500000 Penalty: 5293.735840
	Iteration 73Q: 3 clusters Score -4757502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4757502.000000 Penalty: 5293.735840
	Iteration 74Q: 3 clusters Score -4757502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4757505.500000 Penalty: 5293.735840
	Iteration 75Q: 3 clusters Score -4757506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4757505.500000 Penalty: 5293.735840
	Iteration 76Q: 3 clusters Score -4757506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4757509.500000 Penalty: 5293.735840
	Iteration 77Q: 3 clusters Score -4757510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4757508.500000 Penalty: 5293.735840
	Iteration 78Q: 3 clusters Score -4757508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4757506.000000 Penalty: 5293.735840
	Iteration 79Q: 3 clusters Score -4757506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4757507.000000 Penalty: 5293.735840
	Iteration 80F: 3 clusters Score -4757507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4757510.500000 Penalty: 5293.735840
	Iteration 81Q: 3 clusters Score -4757510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4757507.000000 Penalty: 5293.735840
	Iteration 82Q: 3 clusters Score -4757507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4757507.000000 Penalty: 5293.735840
	Iteration 83Q: 3 clusters Score -4757507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4757510.000000 Penalty: 5293.735840
	Iteration 84Q: 3 clusters Score -4757510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4757510.000000 Penalty: 5293.735840
	Iteration 85Q: 3 clusters Score -4757510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4757520.000000 Penalty: 5293.735840
	Iteration 86Q: 3 clusters Score -4757520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4757522.000000 Penalty: 5293.735840
	Iteration 87Q: 3 clusters Score -4757522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4757517.000000 Penalty: 5293.735840
	Iteration 88Q: 3 clusters Score -4757517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4757520.000000 Penalty: 5293.735840
	Iteration 89Q: 3 clusters Score -4757520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4757525.500000 Penalty: 5293.735840
	Iteration 90Q: 3 clusters Score -4757526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4757518.500000 Penalty: 5293.735840
	Iteration 91Q: 3 clusters Score -4757518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4757520.500000 Penalty: 5293.735840
	Iteration 92Q: 3 clusters Score -4757520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4757515.500000 Penalty: 5293.735840
	Iteration 93Q: 3 clusters Score -4757516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4757519.500000 Penalty: 5293.735840
	Iteration 94Q: 3 clusters Score -4757520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4757519.000000 Penalty: 5293.735840
	Iteration 95Q: 3 clusters Score -4757519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4757519.000000 Penalty: 5293.735840
	Iteration 96Q: 3 clusters Score -4757519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4757525.000000 Penalty: 5293.735840
	Iteration 97Q: 3 clusters Score -4757525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4757523.500000 Penalty: 5293.735840
	Iteration 98Q: 3 clusters Score -4757524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4757520.000000 Penalty: 5293.735840
	Iteration 99Q: 3 clusters Score -4757520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4757530.500000 Penalty: 5293.735840
	Iteration 100F: 3 clusters Score -4757530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4757529.500000 Penalty: 5293.735840
	Iteration 101Q: 3 clusters Score -4757530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4757527.000000 Penalty: 5293.735840
	Iteration 102Q: 3 clusters Score -4757527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4757535.000000 Penalty: 5293.735840
	Iteration 103Q: 3 clusters Score -4757535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4757531.000000 Penalty: 5293.735840
	Iteration 104Q: 3 clusters Score -4757531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4757532.000000 Penalty: 5293.735840
	Iteration 105Q: 3 clusters Score -4757532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4757534.500000 Penalty: 5293.735840
	Iteration 106Q: 3 clusters Score -4757534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4757535.500000 Penalty: 5293.735840
	Iteration 107Q: 3 clusters Score -4757536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4757540.000000 Penalty: 5293.735840
	Iteration 108Q: 3 clusters Score -4757540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4757541.000000 Penalty: 5293.735840
	Iteration 109Q: 3 clusters Score -4757541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4757547.500000 Penalty: 5293.735840
	Iteration 110Q: 3 clusters Score -4757548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4757549.500000 Penalty: 5293.735840
	Iteration 111Q: 3 clusters Score -4757550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4757552.500000 Penalty: 5293.735840
	Iteration 112Q: 3 clusters Score -4757552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4757560.500000 Penalty: 5293.735840
	Iteration 113Q: 3 clusters Score -4757560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4757562.000000 Penalty: 5293.735840
	Iteration 114Q: 3 clusters Score -4757562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4757564.500000 Penalty: 5293.735840
	Iteration 115Q: 3 clusters Score -4757564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4757562.000000 Penalty: 5293.735840
	Iteration 116Q: 3 clusters Score -4757562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4757564.500000 Penalty: 5293.735840
	Iteration 117Q: 3 clusters Score -4757564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4757562.500000 Penalty: 5293.735840
	Iteration 118Q: 3 clusters Score -4757562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4757564.000000 Penalty: 5293.735840
	Iteration 119Q: 3 clusters Score -4757564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4757564.000000 Penalty: 5293.735840
	Iteration 120F: 3 clusters Score -4757564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4757562.500000 Penalty: 5293.735840
	Iteration 121Q: 3 clusters Score -4757562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4757567.000000 Penalty: 5293.735840
	Iteration 122Q: 3 clusters Score -4757567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4757572.500000 Penalty: 5293.735840
	Iteration 123Q: 3 clusters Score -4757572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4757571.000000 Penalty: 5293.735840
	Iteration 124Q: 3 clusters Score -4757571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4757570.000000 Penalty: 5293.735840
	Iteration 125Q: 3 clusters Score -4757570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4757563.500000 Penalty: 5293.735840
	Iteration 126Q: 3 clusters Score -4757564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4757571.500000 Penalty: 5293.735840
	Iteration 127Q: 3 clusters Score -4757572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4757578.500000 Penalty: 5293.735840
	Iteration 128Q: 3 clusters Score -4757578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4757570.500000 Penalty: 5293.735840
	Iteration 129Q: 3 clusters Score -4757570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4757568.000000 Penalty: 5293.735840
	Iteration 130Q: 3 clusters Score -4757568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4757575.000000 Penalty: 5293.735840
	Iteration 131Q: 3 clusters Score -4757575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4757574.500000 Penalty: 5293.735840
	Iteration 132Q: 3 clusters Score -4757574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4757577.000000 Penalty: 5293.735840
	Iteration 133Q: 3 clusters Score -4757577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4757579.000000 Penalty: 5293.735840
	Iteration 134Q: 3 clusters Score -4757579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4757579.000000 Penalty: 5293.735840
	Iteration 135F: 3 clusters Score -4757579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (236165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 236165 members 
Entering Unmasked Estep 
Score: -26434410.000000 Penalty: 3068.326904
	Iteration 0F: 2 clusters Score -2.643441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 118516 members 
Entering Unmasked Estep 
Score: -26285638.000000 Penalty: 6136.653809
	Iteration 0F: 3 clusters Score -2.628564e+07 nChanged 114011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 127525 members 
Entering Unmasked Estep 
Score: -26353296.000000 Penalty: 6136.653809
	Iteration 1F: 3 clusters Score -2.63533e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -26355906.000000 Penalty: 6136.653809
	Iteration 2Q: 3 clusters Score -2.635591e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 140711 members 
Entering Unmasked Estep 
Score: -26360012.000000 Penalty: 6136.653809
	Iteration 3Q: 3 clusters Score -2.636001e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 151931 members 
Entering Unmasked Estep 
Score: -26366834.000000 Penalty: 6136.653809
	Iteration 4F: 3 clusters Score -2.636683e+07 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 166913 members 
Entering Unmasked Estep 
Score: -26377258.000000 Penalty: 6136.653809
	Iteration 5F: 3 clusters Score -2.637726e+07 nChanged 18116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 184265 members 
Entering Unmasked Estep 
Score: -26391434.000000 Penalty: 6136.653809
	Iteration 6F: 3 clusters Score -2.639143e+07 nChanged 17356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 201235 members 
Entering Unmasked Estep 
Score: -26406272.000000 Penalty: 6136.653809
	Iteration 7F: 3 clusters Score -2.640627e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 215255 members 
Entering Unmasked Estep 
Score: -26419280.000000 Penalty: 6136.653809
	Iteration 8F: 3 clusters Score -2.641928e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 224997 members 
Entering Unmasked Estep 
Score: -26426882.000000 Penalty: 6136.653809
	Iteration 9Q: 3 clusters Score -2.642688e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 230438 members 
Entering Unmasked Estep 
Score: -26429558.000000 Penalty: 6136.653809
	Iteration 10Q: 3 clusters Score -2.642956e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 233039 members 
Entering Unmasked Estep 
Score: -26430728.000000 Penalty: 6136.653809
	Iteration 11Q: 3 clusters Score -2.643073e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 234254 members 
Entering Unmasked Estep 
Score: -26431244.000000 Penalty: 6136.653809
	Iteration 12Q: 3 clusters Score -2.643124e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 234808 members 
Entering Unmasked Estep 
Score: -26431460.000000 Penalty: 6136.653809
	Iteration 13Q: 3 clusters Score -2.643146e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 235114 members 
Entering Unmasked Estep 
Score: -26431672.000000 Penalty: 6136.653809
	Iteration 14Q: 3 clusters Score -2.643167e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 235266 members 
Entering Unmasked Estep 
Score: -26431780.000000 Penalty: 6136.653809
	Iteration 15Q: 3 clusters Score -2.643178e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 235369 members 
Entering Unmasked Estep 
Score: -26431860.000000 Penalty: 6136.653809
	Iteration 16Q: 3 clusters Score -2.643186e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 235440 members 
Entering Unmasked Estep 
Score: -26431856.000000 Penalty: 6136.653809
	Iteration 17Q: 3 clusters Score -2.643186e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 235486 members 
Entering Unmasked Estep 
Score: -26431876.000000 Penalty: 6136.653809
	Iteration 18Q: 3 clusters Score -2.643188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 235519 members 
Entering Unmasked Estep 
Score: -26431884.000000 Penalty: 6136.653809
	Iteration 19Q: 3 clusters Score -2.643188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 235544 members 
Entering Unmasked Estep 
Score: -26431906.000000 Penalty: 6136.653809
	Iteration 20F: 3 clusters Score -2.643191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 235567 members 
Entering Unmasked Estep 
Score: -26431926.000000 Penalty: 6136.653809
	Iteration 21Q: 3 clusters Score -2.643193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 235587 members 
Entering Unmasked Estep 
Score: -26431910.000000 Penalty: 6136.653809
	Iteration 22Q: 3 clusters Score -2.643191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 235608 members 
Entering Unmasked Estep 
Score: -26431946.000000 Penalty: 6136.653809
	Iteration 23Q: 3 clusters Score -2.643195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 235620 members 
Entering Unmasked Estep 
Score: -26431960.000000 Penalty: 6136.653809
	Iteration 24Q: 3 clusters Score -2.643196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 235633 members 
Entering Unmasked Estep 
Score: -26431944.000000 Penalty: 6136.653809
	Iteration 25Q: 3 clusters Score -2.643194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 235640 members 
Entering Unmasked Estep 
Score: -26431958.000000 Penalty: 6136.653809
	Iteration 26Q: 3 clusters Score -2.643196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 235643 members 
Entering Unmasked Estep 
Score: -26431966.000000 Penalty: 6136.653809
	Iteration 27Q: 3 clusters Score -2.643197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 235646 members 
Entering Unmasked Estep 
Score: -26431954.000000 Penalty: 6136.653809
	Iteration 28Q: 3 clusters Score -2.643195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 235653 members 
Entering Unmasked Estep 
Score: -26431946.000000 Penalty: 6136.653809
	Iteration 29Q: 3 clusters Score -2.643195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 235659 members 
Entering Unmasked Estep 
Score: -26431948.000000 Penalty: 6136.653809
	Iteration 30Q: 3 clusters Score -2.643195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 235664 members 
Entering Unmasked Estep 
Score: -26431956.000000 Penalty: 6136.653809
	Iteration 31Q: 3 clusters Score -2.643196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 235670 members 
Entering Unmasked Estep 
Score: -26431968.000000 Penalty: 6136.653809
	Iteration 32Q: 3 clusters Score -2.643197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 235670 members 
Entering Unmasked Estep 
Score: -26431950.000000 Penalty: 6136.653809
	Iteration 33Q: 3 clusters Score -2.643195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 235670 members 
Entering Unmasked Estep 
Score: -26431950.000000 Penalty: 6136.653809
	Iteration 34F: 3 clusters Score -2.643195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Entering Unmasked Estep 
Score: -4390275.500000 Penalty: 2619.104004
	Iteration 0F: 2 clusters Score -4390276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4364130.000000 Penalty: 5238.208008
	Iteration 0F: 3 clusters Score -4364130 nChanged 17569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4373632.000000 Penalty: 5238.208008
	Iteration 1F: 3 clusters Score -4373632 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4374179.500000 Penalty: 5238.208008
	Iteration 2Q: 3 clusters Score -4374180 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4374697.500000 Penalty: 5238.208008
	Iteration 3Q: 3 clusters Score -4374698 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4375272.000000 Penalty: 5238.208008
	Iteration 4Q: 3 clusters Score -4375272 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -4375975.500000 Penalty: 5238.208008
	Iteration 5Q: 3 clusters Score -4375976 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4376882.500000 Penalty: 5238.208008
	Iteration 6Q: 3 clusters Score -4376882 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4378134.500000 Penalty: 5238.208008
	Iteration 7F: 3 clusters Score -4378134 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4379914.500000 Penalty: 5238.208008
	Iteration 8F: 3 clusters Score -4379914 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4382020.000000 Penalty: 5238.208008
	Iteration 9F: 3 clusters Score -4382020 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4384191.500000 Penalty: 5238.208008
	Iteration 10F: 3 clusters Score -4384192 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4385894.500000 Penalty: 5238.208008
	Iteration 11Q: 3 clusters Score -4385894 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4387004.500000 Penalty: 5238.208008
	Iteration 12Q: 3 clusters Score -4387004 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4387691.000000 Penalty: 5238.208008
	Iteration 13Q: 3 clusters Score -4387691 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4387952.000000 Penalty: 5238.208008
	Iteration 14Q: 3 clusters Score -4387952 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4388058.500000 Penalty: 5238.208008
	Iteration 15Q: 3 clusters Score -4388058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4388139.500000 Penalty: 5238.208008
	Iteration 16Q: 3 clusters Score -4388140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4388195.500000 Penalty: 5238.208008
	Iteration 17Q: 3 clusters Score -4388196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4388243.000000 Penalty: 5238.208008
	Iteration 18Q: 3 clusters Score -4388243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -4388268.500000 Penalty: 5238.208008
	Iteration 19Q: 3 clusters Score -4388268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4388286.000000 Penalty: 5238.208008
	Iteration 20F: 3 clusters Score -4388286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4388300.500000 Penalty: 5238.208008
	Iteration 21Q: 3 clusters Score -4388300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4388306.500000 Penalty: 5238.208008
	Iteration 22Q: 3 clusters Score -4388306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4388301.000000 Penalty: 5238.208008
	Iteration 23Q: 3 clusters Score -4388301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4388297.500000 Penalty: 5238.208008
	Iteration 24Q: 3 clusters Score -4388298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4388296.500000 Penalty: 5238.208008
	Iteration 25Q: 3 clusters Score -4388296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4388296.500000 Penalty: 5238.208008
	Iteration 26F: 3 clusters Score -4388296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Entering Unmasked Estep 
Score: -2178827.750000 Penalty: 2446.521484
	Iteration 0F: 2 clusters Score -2178828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2165166.250000 Penalty: 4893.042969
	Iteration 0F: 3 clusters Score -2165166 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2169895.000000 Penalty: 4893.042969
	Iteration 1F: 3 clusters Score -2169895 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2170478.500000 Penalty: 4893.042969
	Iteration 2F: 3 clusters Score -2170478 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2170986.000000 Penalty: 4893.042969
	Iteration 3F: 3 clusters Score -2170986 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2171496.000000 Penalty: 4893.042969
	Iteration 4Q: 3 clusters Score -2171496 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2172032.000000 Penalty: 4893.042969
	Iteration 5F: 3 clusters Score -2172032 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2172583.500000 Penalty: 4893.042969
	Iteration 6F: 3 clusters Score -2172584 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2173188.250000 Penalty: 4893.042969
	Iteration 7F: 3 clusters Score -2173188 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2173890.500000 Penalty: 4893.042969
	Iteration 8F: 3 clusters Score -2173890 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2174612.500000 Penalty: 4893.042969
	Iteration 9F: 3 clusters Score -2174612 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2175193.250000 Penalty: 4893.042969
	Iteration 10Q: 3 clusters Score -2175193 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2175588.500000 Penalty: 4893.042969
	Iteration 11Q: 3 clusters Score -2175588 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2175867.250000 Penalty: 4893.042969
	Iteration 12Q: 3 clusters Score -2175867 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2176044.750000 Penalty: 4893.042969
	Iteration 13Q: 3 clusters Score -2176045 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2176157.750000 Penalty: 4893.042969
	Iteration 14Q: 3 clusters Score -2176158 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2176251.500000 Penalty: 4893.042969
	Iteration 15Q: 3 clusters Score -2176252 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2176323.500000 Penalty: 4893.042969
	Iteration 16Q: 3 clusters Score -2176324 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2176372.000000 Penalty: 4893.042969
	Iteration 17Q: 3 clusters Score -2176372 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2176441.500000 Penalty: 4893.042969
	Iteration 18Q: 3 clusters Score -2176442 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2176494.250000 Penalty: 4893.042969
	Iteration 19Q: 3 clusters Score -2176494 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2176537.500000 Penalty: 4893.042969
	Iteration 20F: 3 clusters Score -2176538 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2176589.250000 Penalty: 4893.042969
	Iteration 21Q: 3 clusters Score -2176589 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2176630.500000 Penalty: 4893.042969
	Iteration 22Q: 3 clusters Score -2176630 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2176685.500000 Penalty: 4893.042969
	Iteration 23Q: 3 clusters Score -2176686 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2176745.250000 Penalty: 4893.042969
	Iteration 24Q: 3 clusters Score -2176745 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2176792.750000 Penalty: 4893.042969
	Iteration 25Q: 3 clusters Score -2176793 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2176852.500000 Penalty: 4893.042969
	Iteration 26Q: 3 clusters Score -2176852 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2176920.000000 Penalty: 4893.042969
	Iteration 27Q: 3 clusters Score -2176920 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2176989.000000 Penalty: 4893.042969
	Iteration 28Q: 3 clusters Score -2176989 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2177044.500000 Penalty: 4893.042969
	Iteration 29Q: 3 clusters Score -2177044 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2177081.250000 Penalty: 4893.042969
	Iteration 30Q: 3 clusters Score -2177081 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2177133.000000 Penalty: 4893.042969
	Iteration 31Q: 3 clusters Score -2177133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2177168.750000 Penalty: 4893.042969
	Iteration 32Q: 3 clusters Score -2177169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2177198.250000 Penalty: 4893.042969
	Iteration 33Q: 3 clusters Score -2177198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2177227.750000 Penalty: 4893.042969
	Iteration 34Q: 3 clusters Score -2177228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2177258.750000 Penalty: 4893.042969
	Iteration 35Q: 3 clusters Score -2177259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2177281.750000 Penalty: 4893.042969
	Iteration 36Q: 3 clusters Score -2177282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2177311.000000 Penalty: 4893.042969
	Iteration 37Q: 3 clusters Score -2177311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2177341.500000 Penalty: 4893.042969
	Iteration 38Q: 3 clusters Score -2177342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2177374.750000 Penalty: 4893.042969
	Iteration 39Q: 3 clusters Score -2177375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2177393.750000 Penalty: 4893.042969
	Iteration 40F: 3 clusters Score -2177394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2177413.750000 Penalty: 4893.042969
	Iteration 41Q: 3 clusters Score -2177414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2177438.750000 Penalty: 4893.042969
	Iteration 42Q: 3 clusters Score -2177439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2177454.000000 Penalty: 4893.042969
	Iteration 43Q: 3 clusters Score -2177454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2177468.000000 Penalty: 4893.042969
	Iteration 44Q: 3 clusters Score -2177468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2177484.250000 Penalty: 4893.042969
	Iteration 45Q: 3 clusters Score -2177484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2177499.000000 Penalty: 4893.042969
	Iteration 46Q: 3 clusters Score -2177499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2177519.500000 Penalty: 4893.042969
	Iteration 47Q: 3 clusters Score -2177520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2177533.500000 Penalty: 4893.042969
	Iteration 48Q: 3 clusters Score -2177534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2177548.750000 Penalty: 4893.042969
	Iteration 49Q: 3 clusters Score -2177549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2177565.500000 Penalty: 4893.042969
	Iteration 50Q: 3 clusters Score -2177566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2177573.750000 Penalty: 4893.042969
	Iteration 51Q: 3 clusters Score -2177574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2177580.750000 Penalty: 4893.042969
	Iteration 52Q: 3 clusters Score -2177581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2177593.000000 Penalty: 4893.042969
	Iteration 53Q: 3 clusters Score -2177593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2177603.500000 Penalty: 4893.042969
	Iteration 54Q: 3 clusters Score -2177604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2177605.500000 Penalty: 4893.042969
	Iteration 55Q: 3 clusters Score -2177606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2177614.000000 Penalty: 4893.042969
	Iteration 56Q: 3 clusters Score -2177614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2177615.500000 Penalty: 4893.042969
	Iteration 57Q: 3 clusters Score -2177616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2177620.750000 Penalty: 4893.042969
	Iteration 58Q: 3 clusters Score -2177621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2177623.500000 Penalty: 4893.042969
	Iteration 59Q: 3 clusters Score -2177624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2177626.000000 Penalty: 4893.042969
	Iteration 60F: 3 clusters Score -2177626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2177627.000000 Penalty: 4893.042969
	Iteration 61Q: 3 clusters Score -2177627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2177629.500000 Penalty: 4893.042969
	Iteration 62Q: 3 clusters Score -2177630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2177627.500000 Penalty: 4893.042969
	Iteration 63Q: 3 clusters Score -2177628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2177628.250000 Penalty: 4893.042969
	Iteration 64Q: 3 clusters Score -2177628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2177628.250000 Penalty: 4893.042969
	Iteration 65F: 3 clusters Score -2177628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Entering Unmasked Estep 
Score: -946870.062500 Penalty: 2238.760254
	Iteration 0F: 2 clusters Score -946870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -940246.312500 Penalty: 4477.520508
	Iteration 0F: 3 clusters Score -940246.3 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -941965.312500 Penalty: 4477.520508
	Iteration 1F: 3 clusters Score -941965.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -942219.000000 Penalty: 4477.520508
	Iteration 2F: 3 clusters Score -942219 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -942393.312500 Penalty: 4477.520508
	Iteration 3Q: 3 clusters Score -942393.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -942536.875000 Penalty: 4477.520508
	Iteration 4Q: 3 clusters Score -942536.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -942655.437500 Penalty: 4477.520508
	Iteration 5Q: 3 clusters Score -942655.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -942774.687500 Penalty: 4477.520508
	Iteration 6Q: 3 clusters Score -942774.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -942917.562500 Penalty: 4477.520508
	Iteration 7Q: 3 clusters Score -942917.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -943101.750000 Penalty: 4477.520508
	Iteration 8Q: 3 clusters Score -943101.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -943312.687500 Penalty: 4477.520508
	Iteration 9Q: 3 clusters Score -943312.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -943572.375000 Penalty: 4477.520508
	Iteration 10Q: 3 clusters Score -943572.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -943866.812500 Penalty: 4477.520508
	Iteration 11Q: 3 clusters Score -943866.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -944160.312500 Penalty: 4477.520508
	Iteration 12Q: 3 clusters Score -944160.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -944456.125000 Penalty: 4477.520508
	Iteration 13Q: 3 clusters Score -944456.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -944697.937500 Penalty: 4477.520508
	Iteration 14Q: 3 clusters Score -944697.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -944881.812500 Penalty: 4477.520508
	Iteration 15Q: 3 clusters Score -944881.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -945017.187500 Penalty: 4477.520508
	Iteration 16Q: 3 clusters Score -945017.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -945085.000000 Penalty: 4477.520508
	Iteration 17Q: 3 clusters Score -945085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -945142.562500 Penalty: 4477.520508
	Iteration 18Q: 3 clusters Score -945142.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -945175.500000 Penalty: 4477.520508
	Iteration 19Q: 3 clusters Score -945175.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -945192.062500 Penalty: 4477.520508
	Iteration 20F: 3 clusters Score -945192.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -945201.937500 Penalty: 4477.520508
	Iteration 21Q: 3 clusters Score -945201.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -945208.062500 Penalty: 4477.520508
	Iteration 22Q: 3 clusters Score -945208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -945213.125000 Penalty: 4477.520508
	Iteration 23Q: 3 clusters Score -945213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -945217.312500 Penalty: 4477.520508
	Iteration 24Q: 3 clusters Score -945217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -945218.562500 Penalty: 4477.520508
	Iteration 25Q: 3 clusters Score -945218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -945223.687500 Penalty: 4477.520508
	Iteration 26Q: 3 clusters Score -945223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -945226.375000 Penalty: 4477.520508
	Iteration 27Q: 3 clusters Score -945226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -945228.812500 Penalty: 4477.520508
	Iteration 28Q: 3 clusters Score -945228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -945232.062500 Penalty: 4477.520508
	Iteration 29Q: 3 clusters Score -945232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -945234.687500 Penalty: 4477.520508
	Iteration 30Q: 3 clusters Score -945234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -945236.500000 Penalty: 4477.520508
	Iteration 31Q: 3 clusters Score -945236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -945237.875000 Penalty: 4477.520508
	Iteration 32Q: 3 clusters Score -945237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -945237.812500 Penalty: 4477.520508
	Iteration 33Q: 3 clusters Score -945237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -945239.375000 Penalty: 4477.520508
	Iteration 34Q: 3 clusters Score -945239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -945239.375000 Penalty: 4477.520508
	Iteration 35F: 3 clusters Score -945239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Entering Unmasked Estep 
Score: -4202862.000000 Penalty: 2609.166504
	Iteration 0F: 2 clusters Score -4202862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4177842.250000 Penalty: 5218.333008
	Iteration 0F: 3 clusters Score -4177842 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4188239.000000 Penalty: 5218.333008
	Iteration 1F: 3 clusters Score -4188239 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4189963.750000 Penalty: 5218.333008
	Iteration 2F: 3 clusters Score -4189964 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4191860.000000 Penalty: 5218.333008
	Iteration 3F: 3 clusters Score -4191860 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4193902.250000 Penalty: 5218.333008
	Iteration 4F: 3 clusters Score -4193902 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4195898.500000 Penalty: 5218.333008
	Iteration 5F: 3 clusters Score -4195898 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -4197626.000000 Penalty: 5218.333008
	Iteration 6F: 3 clusters Score -4197626 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4199073.500000 Penalty: 5218.333008
	Iteration 7F: 3 clusters Score -4199074 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4200102.500000 Penalty: 5218.333008
	Iteration 8Q: 3 clusters Score -4200102 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4200635.000000 Penalty: 5218.333008
	Iteration 9Q: 3 clusters Score -4200635 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -4200929.000000 Penalty: 5218.333008
	Iteration 10Q: 3 clusters Score -4200929 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4201171.500000 Penalty: 5218.333008
	Iteration 11Q: 3 clusters Score -4201172 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -4201331.500000 Penalty: 5218.333008
	Iteration 12Q: 3 clusters Score -4201332 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4201476.000000 Penalty: 5218.333008
	Iteration 13Q: 3 clusters Score -4201476 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4201598.500000 Penalty: 5218.333008
	Iteration 14Q: 3 clusters Score -4201598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -4201704.000000 Penalty: 5218.333008
	Iteration 15Q: 3 clusters Score -4201704 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4201794.000000 Penalty: 5218.333008
	Iteration 16Q: 3 clusters Score -4201794 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4201871.500000 Penalty: 5218.333008
	Iteration 17Q: 3 clusters Score -4201872 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4201918.000000 Penalty: 5218.333008
	Iteration 18Q: 3 clusters Score -4201918 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4201979.000000 Penalty: 5218.333008
	Iteration 19Q: 3 clusters Score -4201979 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4202009.500000 Penalty: 5218.333008
	Iteration 20F: 3 clusters Score -4202010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4202064.500000 Penalty: 5218.333008
	Iteration 21Q: 3 clusters Score -4202064 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4202130.000000 Penalty: 5218.333008
	Iteration 22Q: 3 clusters Score -4202130 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4202197.500000 Penalty: 5218.333008
	Iteration 23Q: 3 clusters Score -4202198 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4202241.000000 Penalty: 5218.333008
	Iteration 24Q: 3 clusters Score -4202241 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4202293.500000 Penalty: 5218.333008
	Iteration 25Q: 3 clusters Score -4202294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4202333.500000 Penalty: 5218.333008
	Iteration 26Q: 3 clusters Score -4202334 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4202388.500000 Penalty: 5218.333008
	Iteration 27Q: 3 clusters Score -4202388 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4202411.000000 Penalty: 5218.333008
	Iteration 28Q: 3 clusters Score -4202411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4202434.500000 Penalty: 5218.333008
	Iteration 29Q: 3 clusters Score -4202434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4202462.000000 Penalty: 5218.333008
	Iteration 30Q: 3 clusters Score -4202462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4202492.000000 Penalty: 5218.333008
	Iteration 31Q: 3 clusters Score -4202492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4202501.500000 Penalty: 5218.333008
	Iteration 32Q: 3 clusters Score -4202502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4202519.000000 Penalty: 5218.333008
	Iteration 33Q: 3 clusters Score -4202519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4202525.000000 Penalty: 5218.333008
	Iteration 34Q: 3 clusters Score -4202525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4202532.500000 Penalty: 5218.333008
	Iteration 35Q: 3 clusters Score -4202532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4202540.000000 Penalty: 5218.333008
	Iteration 36Q: 3 clusters Score -4202540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4202537.500000 Penalty: 5218.333008
	Iteration 37Q: 3 clusters Score -4202538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4202544.500000 Penalty: 5218.333008
	Iteration 38Q: 3 clusters Score -4202544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4202542.500000 Penalty: 5218.333008
	Iteration 39Q: 3 clusters Score -4202542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4202546.000000 Penalty: 5218.333008
	Iteration 40F: 3 clusters Score -4202546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4202552.500000 Penalty: 5218.333008
	Iteration 41Q: 3 clusters Score -4202552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4202551.000000 Penalty: 5218.333008
	Iteration 42Q: 3 clusters Score -4202551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4202548.500000 Penalty: 5218.333008
	Iteration 43Q: 3 clusters Score -4202548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4202547.000000 Penalty: 5218.333008
	Iteration 44Q: 3 clusters Score -4202547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4202546.000000 Penalty: 5218.333008
	Iteration 45Q: 3 clusters Score -4202546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4202547.500000 Penalty: 5218.333008
	Iteration 46Q: 3 clusters Score -4202548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4202555.500000 Penalty: 5218.333008
	Iteration 47Q: 3 clusters Score -4202556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4202562.000000 Penalty: 5218.333008
	Iteration 48Q: 3 clusters Score -4202562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4202554.500000 Penalty: 5218.333008
	Iteration 49Q: 3 clusters Score -4202554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4202552.500000 Penalty: 5218.333008
	Iteration 50Q: 3 clusters Score -4202552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4202557.000000 Penalty: 5218.333008
	Iteration 51Q: 3 clusters Score -4202557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4202558.000000 Penalty: 5218.333008
	Iteration 52Q: 3 clusters Score -4202558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4202562.000000 Penalty: 5218.333008
	Iteration 53Q: 3 clusters Score -4202562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4202559.500000 Penalty: 5218.333008
	Iteration 54Q: 3 clusters Score -4202560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4202560.500000 Penalty: 5218.333008
	Iteration 55Q: 3 clusters Score -4202560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4202564.000000 Penalty: 5218.333008
	Iteration 56Q: 3 clusters Score -4202564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4202563.000000 Penalty: 5218.333008
	Iteration 57Q: 3 clusters Score -4202563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4202568.000000 Penalty: 5218.333008
	Iteration 58Q: 3 clusters Score -4202568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4202568.000000 Penalty: 5218.333008
	Iteration 59Q: 3 clusters Score -4202568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4202569.000000 Penalty: 5218.333008
	Iteration 60F: 3 clusters Score -4202569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1020152.000000 Penalty: 2257.483398
	Iteration 0F: 2 clusters Score -1020152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1013216.312500 Penalty: 4514.966797
	Iteration 0F: 3 clusters Score -1013216 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1015365.750000 Penalty: 4514.966797
	Iteration 1F: 3 clusters Score -1015366 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1015744.750000 Penalty: 4514.966797
	Iteration 2F: 3 clusters Score -1015745 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1016024.375000 Penalty: 4514.966797
	Iteration 3F: 3 clusters Score -1016024 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1016231.687500 Penalty: 4514.966797
	Iteration 4Q: 3 clusters Score -1016232 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1016382.875000 Penalty: 4514.966797
	Iteration 5Q: 3 clusters Score -1016383 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1016512.937500 Penalty: 4514.966797
	Iteration 6Q: 3 clusters Score -1016513 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1016623.312500 Penalty: 4514.966797
	Iteration 7Q: 3 clusters Score -1016623 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1016733.000000 Penalty: 4514.966797
	Iteration 8Q: 3 clusters Score -1016733 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1016845.125000 Penalty: 4514.966797
	Iteration 9Q: 3 clusters Score -1016845 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1016937.250000 Penalty: 4514.966797
	Iteration 10Q: 3 clusters Score -1016937 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1017030.375000 Penalty: 4514.966797
	Iteration 11Q: 3 clusters Score -1017030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1017123.937500 Penalty: 4514.966797
	Iteration 12Q: 3 clusters Score -1017124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1017224.062500 Penalty: 4514.966797
	Iteration 13Q: 3 clusters Score -1017224 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1017330.125000 Penalty: 4514.966797
	Iteration 14Q: 3 clusters Score -1017330 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1017428.937500 Penalty: 4514.966797
	Iteration 15Q: 3 clusters Score -1017429 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1017522.625000 Penalty: 4514.966797
	Iteration 16Q: 3 clusters Score -1017523 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1017613.500000 Penalty: 4514.966797
	Iteration 17Q: 3 clusters Score -1017614 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1017698.500000 Penalty: 4514.966797
	Iteration 18Q: 3 clusters Score -1017698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1017765.500000 Penalty: 4514.966797
	Iteration 19Q: 3 clusters Score -1017766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1017813.750000 Penalty: 4514.966797
	Iteration 20F: 3 clusters Score -1017814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1017854.500000 Penalty: 4514.966797
	Iteration 21Q: 3 clusters Score -1017854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1017886.062500 Penalty: 4514.966797
	Iteration 22Q: 3 clusters Score -1017886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1017911.750000 Penalty: 4514.966797
	Iteration 23Q: 3 clusters Score -1017912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1017932.812500 Penalty: 4514.966797
	Iteration 24Q: 3 clusters Score -1017933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1017950.375000 Penalty: 4514.966797
	Iteration 25Q: 3 clusters Score -1017950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1017964.687500 Penalty: 4514.966797
	Iteration 26Q: 3 clusters Score -1017965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1017976.875000 Penalty: 4514.966797
	Iteration 27Q: 3 clusters Score -1017977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1017989.625000 Penalty: 4514.966797
	Iteration 28Q: 3 clusters Score -1017990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1017998.937500 Penalty: 4514.966797
	Iteration 29Q: 3 clusters Score -1017999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1018006.250000 Penalty: 4514.966797
	Iteration 30Q: 3 clusters Score -1018006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1018011.375000 Penalty: 4514.966797
	Iteration 31Q: 3 clusters Score -1018011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1018015.437500 Penalty: 4514.966797
	Iteration 32Q: 3 clusters Score -1018015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1018021.812500 Penalty: 4514.966797
	Iteration 33Q: 3 clusters Score -1018022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1018028.562500 Penalty: 4514.966797
	Iteration 34Q: 3 clusters Score -1018029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1018032.875000 Penalty: 4514.966797
	Iteration 35Q: 3 clusters Score -1018033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1018040.250000 Penalty: 4514.966797
	Iteration 36Q: 3 clusters Score -1018040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1018042.437500 Penalty: 4514.966797
	Iteration 37Q: 3 clusters Score -1018042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1018043.937500 Penalty: 4514.966797
	Iteration 38Q: 3 clusters Score -1018044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1018047.500000 Penalty: 4514.966797
	Iteration 39Q: 3 clusters Score -1018048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1018047.937500 Penalty: 4514.966797
	Iteration 40F: 3 clusters Score -1018048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1018049.312500 Penalty: 4514.966797
	Iteration 41Q: 3 clusters Score -1018049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1018052.000000 Penalty: 4514.966797
	Iteration 42Q: 3 clusters Score -1018052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1018052.750000 Penalty: 4514.966797
	Iteration 43Q: 3 clusters Score -1018053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1018055.437500 Penalty: 4514.966797
	Iteration 44Q: 3 clusters Score -1018055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1018057.000000 Penalty: 4514.966797
	Iteration 45Q: 3 clusters Score -1018057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1018060.437500 Penalty: 4514.966797
	Iteration 46Q: 3 clusters Score -1018060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1018061.125000 Penalty: 4514.966797
	Iteration 47Q: 3 clusters Score -1018061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1018062.125000 Penalty: 4514.966797
	Iteration 48Q: 3 clusters Score -1018062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1018065.312500 Penalty: 4514.966797
	Iteration 49Q: 3 clusters Score -1018065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1018066.625000 Penalty: 4514.966797
	Iteration 50Q: 3 clusters Score -1018067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1018069.750000 Penalty: 4514.966797
	Iteration 51Q: 3 clusters Score -1018070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1018072.750000 Penalty: 4514.966797
	Iteration 52Q: 3 clusters Score -1018073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1018074.312500 Penalty: 4514.966797
	Iteration 53Q: 3 clusters Score -1018074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1018079.187500 Penalty: 4514.966797
	Iteration 54Q: 3 clusters Score -1018079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1018078.375000 Penalty: 4514.966797
	Iteration 55Q: 3 clusters Score -1018078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1018082.125000 Penalty: 4514.966797
	Iteration 56Q: 3 clusters Score -1018082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1018084.687500 Penalty: 4514.966797
	Iteration 57Q: 3 clusters Score -1018085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1018086.812500 Penalty: 4514.966797
	Iteration 58Q: 3 clusters Score -1018087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1018087.812500 Penalty: 4514.966797
	Iteration 59Q: 3 clusters Score -1018088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1018088.937500 Penalty: 4514.966797
	Iteration 60F: 3 clusters Score -1018089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1018093.687500 Penalty: 4514.966797
	Iteration 61Q: 3 clusters Score -1018094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1018095.750000 Penalty: 4514.966797
	Iteration 62Q: 3 clusters Score -1018096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1018095.125000 Penalty: 4514.966797
	Iteration 63Q: 3 clusters Score -1018095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1018093.812500 Penalty: 4514.966797
	Iteration 64Q: 3 clusters Score -1018094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1018098.187500 Penalty: 4514.966797
	Iteration 65Q: 3 clusters Score -1018098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1018099.062500 Penalty: 4514.966797
	Iteration 66Q: 3 clusters Score -1018099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1018099.875000 Penalty: 4514.966797
	Iteration 67Q: 3 clusters Score -1018100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1018097.937500 Penalty: 4514.966797
	Iteration 68Q: 3 clusters Score -1018098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1018097.937500 Penalty: 4514.966797
	Iteration 69F: 3 clusters Score -1018098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253249 members 
Entering Unmasked Estep 
Score: -28559830.000000 Penalty: 3085.647705
	Iteration 0F: 2 clusters Score -2.855983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 126804 members 
Entering Unmasked Estep 
Score: -28403770.000000 Penalty: 6171.295410
	Iteration 0F: 3 clusters Score -2.840377e+07 nChanged 122477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -28475876.000000 Penalty: 6171.295410
	Iteration 1F: 3 clusters Score -2.847588e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121190 members 
Mstep: Class 2 contains 132059 members 
Entering Unmasked Estep 
Score: -28476996.000000 Penalty: 6171.295410
	Iteration 2Q: 3 clusters Score -2.8477e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118065 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -28478324.000000 Penalty: 6171.295410
	Iteration 3Q: 3 clusters Score -2.847832e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -28480596.000000 Penalty: 6171.295410
	Iteration 4Q: 3 clusters Score -2.84806e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 146952 members 
Entering Unmasked Estep 
Score: -28483886.000000 Penalty: 6171.295410
	Iteration 5Q: 3 clusters Score -2.848389e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -28489702.000000 Penalty: 6171.295410
	Iteration 6Q: 3 clusters Score -2.84897e+07 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -28499426.000000 Penalty: 6171.295410
	Iteration 7F: 3 clusters Score -2.849943e+07 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 187272 members 
Entering Unmasked Estep 
Score: -28513434.000000 Penalty: 6171.295410
	Iteration 8F: 3 clusters Score -2.851343e+07 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 203815 members 
Entering Unmasked Estep 
Score: -28528810.000000 Penalty: 6171.295410
	Iteration 9F: 3 clusters Score -2.852881e+07 nChanged 15049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 217376 members 
Entering Unmasked Estep 
Score: -28542352.000000 Penalty: 6171.295410
	Iteration 10F: 3 clusters Score -2.854235e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 226783 members 
Entering Unmasked Estep 
Score: -28550566.000000 Penalty: 6171.295410
	Iteration 11Q: 3 clusters Score -2.855057e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 232329 members 
Entering Unmasked Estep 
Score: -28554652.000000 Penalty: 6171.295410
	Iteration 12Q: 3 clusters Score -2.855465e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 235680 members 
Entering Unmasked Estep 
Score: -28557072.000000 Penalty: 6171.295410
	Iteration 13Q: 3 clusters Score -2.855707e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 238009 members 
Entering Unmasked Estep 
Score: -28558196.000000 Penalty: 6171.295410
	Iteration 14Q: 3 clusters Score -2.85582e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 239692 members 
Entering Unmasked Estep 
Score: -28558846.000000 Penalty: 6171.295410
	Iteration 15Q: 3 clusters Score -2.855885e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 241068 members 
Entering Unmasked Estep 
Score: -28559174.000000 Penalty: 6171.295410
	Iteration 16Q: 3 clusters Score -2.855917e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 242146 members 
Entering Unmasked Estep 
Score: -28559466.000000 Penalty: 6171.295410
	Iteration 17Q: 3 clusters Score -2.855947e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 242933 members 
Entering Unmasked Estep 
Score: -28559624.000000 Penalty: 6171.295410
	Iteration 18Q: 3 clusters Score -2.855962e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 243549 members 
Entering Unmasked Estep 
Score: -28559572.000000 Penalty: 6171.295410
	Iteration 19Q: 3 clusters Score -2.855957e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 244087 members 
Entering Unmasked Estep 
Score: -28559578.000000 Penalty: 6171.295410
	Iteration 20F: 3 clusters Score -2.855958e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 244539 members 
Entering Unmasked Estep 
Score: -28559638.000000 Penalty: 6171.295410
	Iteration 21Q: 3 clusters Score -2.855964e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 244921 members 
Entering Unmasked Estep 
Score: -28559672.000000 Penalty: 6171.295410
	Iteration 22Q: 3 clusters Score -2.855967e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 245252 members 
Entering Unmasked Estep 
Score: -28559580.000000 Penalty: 6171.295410
	Iteration 23Q: 3 clusters Score -2.855958e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 245553 members 
Entering Unmasked Estep 
Score: -28559598.000000 Penalty: 6171.295410
	Iteration 24Q: 3 clusters Score -2.85596e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 245820 members 
Entering Unmasked Estep 
Score: -28559598.000000 Penalty: 6171.295410
	Iteration 25Q: 3 clusters Score -2.85596e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 246081 members 
Entering Unmasked Estep 
Score: -28559574.000000 Penalty: 6171.295410
	Iteration 26Q: 3 clusters Score -2.855957e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 246306 members 
Entering Unmasked Estep 
Score: -28559482.000000 Penalty: 6171.295410
	Iteration 27Q: 3 clusters Score -2.855948e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 246515 members 
Entering Unmasked Estep 
Score: -28559434.000000 Penalty: 6171.295410
	Iteration 28Q: 3 clusters Score -2.855943e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 246735 members 
Entering Unmasked Estep 
Score: -28559454.000000 Penalty: 6171.295410
	Iteration 29Q: 3 clusters Score -2.855945e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 246941 members 
Entering Unmasked Estep 
Score: -28559344.000000 Penalty: 6171.295410
	Iteration 30Q: 3 clusters Score -2.855934e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 247104 members 
Entering Unmasked Estep 
Score: -28559336.000000 Penalty: 6171.295410
	Iteration 31Q: 3 clusters Score -2.855934e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 247260 members 
Entering Unmasked Estep 
Score: -28559360.000000 Penalty: 6171.295410
	Iteration 32Q: 3 clusters Score -2.855936e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 247414 members 
Entering Unmasked Estep 
Score: -28559302.000000 Penalty: 6171.295410
	Iteration 33Q: 3 clusters Score -2.85593e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 247550 members 
Entering Unmasked Estep 
Score: -28559282.000000 Penalty: 6171.295410
	Iteration 34Q: 3 clusters Score -2.855928e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 247676 members 
Entering Unmasked Estep 
Score: -28559216.000000 Penalty: 6171.295410
	Iteration 35Q: 3 clusters Score -2.855922e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 247788 members 
Entering Unmasked Estep 
Score: -28559198.000000 Penalty: 6171.295410
	Iteration 36Q: 3 clusters Score -2.85592e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 247892 members 
Entering Unmasked Estep 
Score: -28559124.000000 Penalty: 6171.295410
	Iteration 37Q: 3 clusters Score -2.855912e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 247982 members 
Entering Unmasked Estep 
Score: -28559140.000000 Penalty: 6171.295410
	Iteration 38Q: 3 clusters Score -2.855914e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 248078 members 
Entering Unmasked Estep 
Score: -28559112.000000 Penalty: 6171.295410
	Iteration 39Q: 3 clusters Score -2.855911e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 248186 members 
Entering Unmasked Estep 
Score: -28559044.000000 Penalty: 6171.295410
	Iteration 40F: 3 clusters Score -2.855904e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 248287 members 
Entering Unmasked Estep 
Score: -28559060.000000 Penalty: 6171.295410
	Iteration 41Q: 3 clusters Score -2.855906e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 248373 members 
Entering Unmasked Estep 
Score: -28559074.000000 Penalty: 6171.295410
	Iteration 42Q: 3 clusters Score -2.855907e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 248455 members 
Entering Unmasked Estep 
Score: -28559074.000000 Penalty: 6171.295410
	Iteration 43Q: 3 clusters Score -2.855907e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 248532 members 
Entering Unmasked Estep 
Score: -28559078.000000 Penalty: 6171.295410
	Iteration 44Q: 3 clusters Score -2.855908e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 248599 members 
Entering Unmasked Estep 
Score: -28559042.000000 Penalty: 6171.295410
	Iteration 45Q: 3 clusters Score -2.855904e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 248670 members 
Entering Unmasked Estep 
Score: -28559046.000000 Penalty: 6171.295410
	Iteration 46Q: 3 clusters Score -2.855905e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 248754 members 
Entering Unmasked Estep 
Score: -28559058.000000 Penalty: 6171.295410
	Iteration 47Q: 3 clusters Score -2.855906e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 248822 members 
Entering Unmasked Estep 
Score: -28559038.000000 Penalty: 6171.295410
	Iteration 48Q: 3 clusters Score -2.855904e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 248892 members 
Entering Unmasked Estep 
Score: -28559006.000000 Penalty: 6171.295410
	Iteration 49Q: 3 clusters Score -2.855901e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 248960 members 
Entering Unmasked Estep 
Score: -28559022.000000 Penalty: 6171.295410
	Iteration 50Q: 3 clusters Score -2.855902e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 249040 members 
Entering Unmasked Estep 
Score: -28559060.000000 Penalty: 6171.295410
	Iteration 51Q: 3 clusters Score -2.855906e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 249115 members 
Entering Unmasked Estep 
Score: -28559026.000000 Penalty: 6171.295410
	Iteration 52Q: 3 clusters Score -2.855903e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 249182 members 
Entering Unmasked Estep 
Score: -28558972.000000 Penalty: 6171.295410
	Iteration 53Q: 3 clusters Score -2.855897e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 249253 members 
Entering Unmasked Estep 
Score: -28558940.000000 Penalty: 6171.295410
	Iteration 54Q: 3 clusters Score -2.855894e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 249327 members 
Entering Unmasked Estep 
Score: -28558960.000000 Penalty: 6171.295410
	Iteration 55Q: 3 clusters Score -2.855896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 249393 members 
Entering Unmasked Estep 
Score: -28558938.000000 Penalty: 6171.295410
	Iteration 56Q: 3 clusters Score -2.855894e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 249457 members 
Entering Unmasked Estep 
Score: -28558926.000000 Penalty: 6171.295410
	Iteration 57Q: 3 clusters Score -2.855893e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 249525 members 
Entering Unmasked Estep 
Score: -28558924.000000 Penalty: 6171.295410
	Iteration 58Q: 3 clusters Score -2.855892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 249580 members 
Entering Unmasked Estep 
Score: -28558872.000000 Penalty: 6171.295410
	Iteration 59Q: 3 clusters Score -2.855887e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 249645 members 
Entering Unmasked Estep 
Score: -28558866.000000 Penalty: 6171.295410
	Iteration 60F: 3 clusters Score -2.855887e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 249720 members 
Entering Unmasked Estep 
Score: -28558836.000000 Penalty: 6171.295410
	Iteration 61Q: 3 clusters Score -2.855884e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 249789 members 
Entering Unmasked Estep 
Score: -28558820.000000 Penalty: 6171.295410
	Iteration 62Q: 3 clusters Score -2.855882e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 249852 members 
Entering Unmasked Estep 
Score: -28558808.000000 Penalty: 6171.295410
	Iteration 63Q: 3 clusters Score -2.855881e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 249918 members 
Entering Unmasked Estep 
Score: -28558762.000000 Penalty: 6171.295410
	Iteration 64Q: 3 clusters Score -2.855876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 249972 members 
Entering Unmasked Estep 
Score: -28558754.000000 Penalty: 6171.295410
	Iteration 65Q: 3 clusters Score -2.855875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 250013 members 
Entering Unmasked Estep 
Score: -28558752.000000 Penalty: 6171.295410
	Iteration 66Q: 3 clusters Score -2.855875e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 250050 members 
Entering Unmasked Estep 
Score: -28558716.000000 Penalty: 6171.295410
	Iteration 67Q: 3 clusters Score -2.855872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 250088 members 
Entering Unmasked Estep 
Score: -28558684.000000 Penalty: 6171.295410
	Iteration 68Q: 3 clusters Score -2.855868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 250118 members 
Entering Unmasked Estep 
Score: -28558664.000000 Penalty: 6171.295410
	Iteration 69Q: 3 clusters Score -2.855866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 250142 members 
Entering Unmasked Estep 
Score: -28558656.000000 Penalty: 6171.295410
	Iteration 70Q: 3 clusters Score -2.855866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 250164 members 
Entering Unmasked Estep 
Score: -28558626.000000 Penalty: 6171.295410
	Iteration 71Q: 3 clusters Score -2.855863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 250191 members 
Entering Unmasked Estep 
Score: -28558632.000000 Penalty: 6171.295410
	Iteration 72Q: 3 clusters Score -2.855863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 250210 members 
Entering Unmasked Estep 
Score: -28558628.000000 Penalty: 6171.295410
	Iteration 73Q: 3 clusters Score -2.855863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 250230 members 
Entering Unmasked Estep 
Score: -28558648.000000 Penalty: 6171.295410
	Iteration 74Q: 3 clusters Score -2.855865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 250252 members 
Entering Unmasked Estep 
Score: -28558634.000000 Penalty: 6171.295410
	Iteration 75Q: 3 clusters Score -2.855863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 250271 members 
Entering Unmasked Estep 
Score: -28558632.000000 Penalty: 6171.295410
	Iteration 76Q: 3 clusters Score -2.855863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 250287 members 
Entering Unmasked Estep 
Score: -28558654.000000 Penalty: 6171.295410
	Iteration 77Q: 3 clusters Score -2.855865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 250305 members 
Entering Unmasked Estep 
Score: -28558652.000000 Penalty: 6171.295410
	Iteration 78Q: 3 clusters Score -2.855865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 250324 members 
Entering Unmasked Estep 
Score: -28558676.000000 Penalty: 6171.295410
	Iteration 79Q: 3 clusters Score -2.855868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 250339 members 
Entering Unmasked Estep 
Score: -28558680.000000 Penalty: 6171.295410
	Iteration 80F: 3 clusters Score -2.855868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 250355 members 
Entering Unmasked Estep 
Score: -28558672.000000 Penalty: 6171.295410
	Iteration 81Q: 3 clusters Score -2.855867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 250363 members 
Entering Unmasked Estep 
Score: -28558684.000000 Penalty: 6171.295410
	Iteration 82Q: 3 clusters Score -2.855868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 250371 members 
Entering Unmasked Estep 
Score: -28558678.000000 Penalty: 6171.295410
	Iteration 83Q: 3 clusters Score -2.855868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 250380 members 
Entering Unmasked Estep 
Score: -28558658.000000 Penalty: 6171.295410
	Iteration 84Q: 3 clusters Score -2.855866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 250386 members 
Entering Unmasked Estep 
Score: -28558678.000000 Penalty: 6171.295410
	Iteration 85Q: 3 clusters Score -2.855868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 250394 members 
Entering Unmasked Estep 
Score: -28558670.000000 Penalty: 6171.295410
	Iteration 86Q: 3 clusters Score -2.855867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 250404 members 
Entering Unmasked Estep 
Score: -28558668.000000 Penalty: 6171.295410
	Iteration 87Q: 3 clusters Score -2.855867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 250414 members 
Entering Unmasked Estep 
Score: -28558690.000000 Penalty: 6171.295410
	Iteration 88Q: 3 clusters Score -2.855869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 250427 members 
Entering Unmasked Estep 
Score: -28558662.000000 Penalty: 6171.295410
	Iteration 89Q: 3 clusters Score -2.855866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 250436 members 
Entering Unmasked Estep 
Score: -28558662.000000 Penalty: 6171.295410
	Iteration 90Q: 3 clusters Score -2.855866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 250440 members 
Entering Unmasked Estep 
Score: -28558648.000000 Penalty: 6171.295410
	Iteration 91Q: 3 clusters Score -2.855865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 250448 members 
Entering Unmasked Estep 
Score: -28558652.000000 Penalty: 6171.295410
	Iteration 92Q: 3 clusters Score -2.855865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 250455 members 
Entering Unmasked Estep 
Score: -28558628.000000 Penalty: 6171.295410
	Iteration 93Q: 3 clusters Score -2.855863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 250464 members 
Entering Unmasked Estep 
Score: -28558642.000000 Penalty: 6171.295410
	Iteration 94Q: 3 clusters Score -2.855864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 250473 members 
Entering Unmasked Estep 
Score: -28558638.000000 Penalty: 6171.295410
	Iteration 95Q: 3 clusters Score -2.855864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 250491 members 
Entering Unmasked Estep 
Score: -28558644.000000 Penalty: 6171.295410
	Iteration 96Q: 3 clusters Score -2.855864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 250510 members 
Entering Unmasked Estep 
Score: -28558630.000000 Penalty: 6171.295410
	Iteration 97Q: 3 clusters Score -2.855863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 250529 members 
Entering Unmasked Estep 
Score: -28558614.000000 Penalty: 6171.295410
	Iteration 98Q: 3 clusters Score -2.855861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 250542 members 
Entering Unmasked Estep 
Score: -28558594.000000 Penalty: 6171.295410
	Iteration 99Q: 3 clusters Score -2.855859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 250551 members 
Entering Unmasked Estep 
Score: -28558574.000000 Penalty: 6171.295410
	Iteration 100F: 3 clusters Score -2.855857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 250563 members 
Entering Unmasked Estep 
Score: -28558564.000000 Penalty: 6171.295410
	Iteration 101Q: 3 clusters Score -2.855856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 250574 members 
Entering Unmasked Estep 
Score: -28558584.000000 Penalty: 6171.295410
	Iteration 102Q: 3 clusters Score -2.855858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 250587 members 
Entering Unmasked Estep 
Score: -28558566.000000 Penalty: 6171.295410
	Iteration 103Q: 3 clusters Score -2.855857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 250596 members 
Entering Unmasked Estep 
Score: -28558570.000000 Penalty: 6171.295410
	Iteration 104Q: 3 clusters Score -2.855857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 250608 members 
Entering Unmasked Estep 
Score: -28558556.000000 Penalty: 6171.295410
	Iteration 105Q: 3 clusters Score -2.855856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 250614 members 
Entering Unmasked Estep 
Score: -28558562.000000 Penalty: 6171.295410
	Iteration 106Q: 3 clusters Score -2.855856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 250619 members 
Entering Unmasked Estep 
Score: -28558568.000000 Penalty: 6171.295410
	Iteration 107Q: 3 clusters Score -2.855857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 250629 members 
Entering Unmasked Estep 
Score: -28558568.000000 Penalty: 6171.295410
	Iteration 108Q: 3 clusters Score -2.855857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 250640 members 
Entering Unmasked Estep 
Score: -28558548.000000 Penalty: 6171.295410
	Iteration 109Q: 3 clusters Score -2.855855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 250648 members 
Entering Unmasked Estep 
Score: -28558552.000000 Penalty: 6171.295410
	Iteration 110Q: 3 clusters Score -2.855855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 250662 members 
Entering Unmasked Estep 
Score: -28558552.000000 Penalty: 6171.295410
	Iteration 111Q: 3 clusters Score -2.855855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 250673 members 
Entering Unmasked Estep 
Score: -28558538.000000 Penalty: 6171.295410
	Iteration 112Q: 3 clusters Score -2.855854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 250673 members 
Entering Unmasked Estep 
Score: -28558534.000000 Penalty: 6171.295410
	Iteration 113Q: 3 clusters Score -2.855853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 250675 members 
Entering Unmasked Estep 
Score: -28558536.000000 Penalty: 6171.295410
	Iteration 114Q: 3 clusters Score -2.855854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 250676 members 
Entering Unmasked Estep 
Score: -28558548.000000 Penalty: 6171.295410
	Iteration 115Q: 3 clusters Score -2.855855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 250676 members 
Entering Unmasked Estep 
Score: -28558548.000000 Penalty: 6171.295410
	Iteration 116F: 3 clusters Score -2.855855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -101813.257812 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -101813.3 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 463 members 
Entering Unmasked Estep 
Score: -99863.578125 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -99863.58 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100152.539062 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -100152.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100239.093750 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -100239.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100282.304688 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -100282.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100301.984375 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -100302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100333.000000 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -100333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100361.734375 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -100361.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100410.046875 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -100410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100462.734375 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -100462.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100518.617188 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -100518.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100555.023438 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -100555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100588.804688 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -100588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100609.468750 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -100609.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100642.804688 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -100642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100668.742188 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -100668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100699.218750 Penalty: 3418.750244
	Iteration 15Q: 3 clusters Score -100699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100726.406250 Penalty: 3418.750244
	Iteration 16Q: 3 clusters Score -100726.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100747.429688 Penalty: 3418.750244
	Iteration 17Q: 3 clusters Score -100747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100760.390625 Penalty: 3418.750244
	Iteration 18Q: 3 clusters Score -100760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100774.281250 Penalty: 3418.750244
	Iteration 19Q: 3 clusters Score -100774.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100807.523438 Penalty: 3418.750244
	Iteration 20F: 3 clusters Score -100807.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100877.742188 Penalty: 3418.750244
	Iteration 21Q: 3 clusters Score -100877.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101095.218750 Penalty: 3418.750244
	Iteration 22Q: 3 clusters Score -101095.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101477.796875 Penalty: 3418.750244
	Iteration 23Q: 3 clusters Score -101477.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101562.453125 Penalty: 3418.750244
	Iteration 24Q: 3 clusters Score -101562.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101638.359375 Penalty: 3418.750244
	Iteration 25Q: 3 clusters Score -101638.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101703.507812 Penalty: 3418.750244
	Iteration 26Q: 3 clusters Score -101703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101728.734375 Penalty: 3418.750244
	Iteration 27Q: 3 clusters Score -101728.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101747.265625 Penalty: 3418.750244
	Iteration 28Q: 3 clusters Score -101747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101758.851562 Penalty: 3418.750244
	Iteration 29Q: 3 clusters Score -101758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101764.562500 Penalty: 3418.750244
	Iteration 30Q: 3 clusters Score -101764.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101764.562500 Penalty: 3418.750244
	Iteration 31F: 3 clusters Score -101764.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40376 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57709 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 43168 members 
Mstep: Class 11 contains 236165 members 
Mstep: Class 12 contains 38596 members 
Mstep: Class 13 contains 19245 members 
Mstep: Class 14 contains 8327 members 
Mstep: Class 15 contains 37080 members 
Mstep: Class 16 contains 8980 members 
Mstep: Class 17 contains 253249 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594072.000000 Penalty: 60688.125000
Iteration 159Q: 19 clusters Score -8.859407e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40380 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57701 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 6285 members 
Mstep: Class 10 contains 43174 members 
Mstep: Class 11 contains 236167 members 
Mstep: Class 12 contains 38601 members 
Mstep: Class 13 contains 19236 members 
Mstep: Class 14 contains 8343 members 
Mstep: Class 15 contains 37077 members 
Mstep: Class 16 contains 8977 members 
Mstep: Class 17 contains 253245 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594072.000000 Penalty: 60688.125000
Iteration 160F: 19 clusters Score -8.859407e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40386 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57694 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 43179 members 
Mstep: Class 11 contains 236158 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 19228 members 
Mstep: Class 14 contains 8360 members 
Mstep: Class 15 contains 37074 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253243 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594032.000000 Penalty: 60688.125000
Iteration 161Q: 19 clusters Score -8.859403e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40388 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57683 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 6282 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 236164 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 19221 members 
Mstep: Class 14 contains 8373 members 
Mstep: Class 15 contains 37067 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253250 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88594016.000000 Penalty: 60688.125000
Iteration 162Q: 19 clusters Score -8.859402e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40392 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57672 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 6281 members 
Mstep: Class 10 contains 43183 members 
Mstep: Class 11 contains 236165 members 
Mstep: Class 12 contains 38603 members 
Mstep: Class 13 contains 19213 members 
Mstep: Class 14 contains 8385 members 
Mstep: Class 15 contains 37064 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253254 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593848.000000 Penalty: 60688.125000
Iteration 163Q: 19 clusters Score -8.859385e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57664 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 6282 members 
Mstep: Class 10 contains 43182 members 
Mstep: Class 11 contains 236161 members 
Mstep: Class 12 contains 38605 members 
Mstep: Class 13 contains 19205 members 
Mstep: Class 14 contains 8394 members 
Mstep: Class 15 contains 37063 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253259 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593856.000000 Penalty: 60688.125000
Iteration 164Q: 19 clusters Score -8.859386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57661 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 43183 members 
Mstep: Class 11 contains 236166 members 
Mstep: Class 12 contains 38607 members 
Mstep: Class 13 contains 19200 members 
Mstep: Class 14 contains 8398 members 
Mstep: Class 15 contains 37064 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253248 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593952.000000 Penalty: 60688.125000
Iteration 165Q: 19 clusters Score -8.859395e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57658 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 43181 members 
Mstep: Class 11 contains 236179 members 
Mstep: Class 12 contains 38609 members 
Mstep: Class 13 contains 19195 members 
Mstep: Class 14 contains 8402 members 
Mstep: Class 15 contains 37064 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253233 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593888.000000 Penalty: 60688.125000
Iteration 166Q: 19 clusters Score -8.859389e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40399 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57659 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 6285 members 
Mstep: Class 10 contains 43174 members 
Mstep: Class 11 contains 236189 members 
Mstep: Class 12 contains 38610 members 
Mstep: Class 13 contains 19189 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 15 contains 37065 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253214 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593888.000000 Penalty: 60688.125000
Iteration 167Q: 19 clusters Score -8.859389e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40396 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57659 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 6285 members 
Mstep: Class 10 contains 43175 members 
Mstep: Class 11 contains 236215 members 
Mstep: Class 12 contains 38610 members 
Mstep: Class 13 contains 19184 members 
Mstep: Class 14 contains 8410 members 
Mstep: Class 15 contains 37064 members 
Mstep: Class 16 contains 8977 members 
Mstep: Class 17 contains 253185 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593872.000000 Penalty: 60688.125000
Iteration 168Q: 19 clusters Score -8.859387e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40396 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57658 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 10 contains 43186 members 
Mstep: Class 11 contains 236239 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19178 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 37063 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253146 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593944.000000 Penalty: 60688.125000
Iteration 169Q: 19 clusters Score -8.859394e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57664 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 6285 members 
Mstep: Class 10 contains 43194 members 
Mstep: Class 11 contains 236246 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19172 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 37060 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253130 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593912.000000 Penalty: 60688.125000
Iteration 170Q: 19 clusters Score -8.859391e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57661 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 10 contains 43195 members 
Mstep: Class 11 contains 236258 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19166 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 37057 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253123 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593864.000000 Penalty: 60688.125000
Iteration 171Q: 19 clusters Score -8.859386e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 40404 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57654 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 10 contains 43190 members 
Mstep: Class 11 contains 236260 members 
Mstep: Class 12 contains 38614 members 
Mstep: Class 13 contains 19160 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 37055 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 253124 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593824.000000 Penalty: 60688.125000
Iteration 172Q: 19 clusters Score -8.859382e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 522 members 
Mstep: Class 3 contains 40408 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57651 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 6288 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 236272 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19155 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 37053 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 253111 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593816.000000 Penalty: 60688.125000
Iteration 173Q: 19 clusters Score -8.859382e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40409 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57646 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 43172 members 
Mstep: Class 11 contains 236271 members 
Mstep: Class 12 contains 38614 members 
Mstep: Class 13 contains 19150 members 
Mstep: Class 14 contains 8415 members 
Mstep: Class 15 contains 37053 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253110 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593728.000000 Penalty: 60688.125000
Iteration 174Q: 19 clusters Score -8.859373e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40411 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57636 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 236271 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19147 members 
Mstep: Class 14 contains 8415 members 
Mstep: Class 15 contains 37050 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253105 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593776.000000 Penalty: 60688.125000
Iteration 175Q: 19 clusters Score -8.859378e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40410 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57627 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 43177 members 
Mstep: Class 11 contains 236276 members 
Mstep: Class 12 contains 38612 members 
Mstep: Class 13 contains 19143 members 
Mstep: Class 14 contains 8415 members 
Mstep: Class 15 contains 37049 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253110 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593696.000000 Penalty: 60688.125000
Iteration 176Q: 19 clusters Score -8.85937e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40409 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57619 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 43177 members 
Mstep: Class 11 contains 236278 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19138 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 37051 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253106 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593752.000000 Penalty: 60688.125000
Iteration 177Q: 19 clusters Score -8.859375e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40409 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57615 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4389 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 43178 members 
Mstep: Class 11 contains 236285 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 19134 members 
Mstep: Class 14 contains 8420 members 
Mstep: Class 15 contains 37051 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253088 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593728.000000 Penalty: 60688.125000
Iteration 178Q: 19 clusters Score -8.859373e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40410 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57610 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 43179 members 
Mstep: Class 11 contains 236279 members 
Mstep: Class 12 contains 38615 members 
Mstep: Class 13 contains 19130 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 37051 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253092 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593856.000000 Penalty: 60688.125000
Iteration 179Q: 19 clusters Score -8.859386e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40409 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57604 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 43187 members 
Mstep: Class 11 contains 236272 members 
Mstep: Class 12 contains 38618 members 
Mstep: Class 13 contains 19124 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 37050 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253095 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593856.000000 Penalty: 60688.125000
Iteration 180F: 19 clusters Score -8.859386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40409 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57599 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 43198 members 
Mstep: Class 11 contains 236271 members 
Mstep: Class 12 contains 38619 members 
Mstep: Class 13 contains 19116 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 37050 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253089 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593808.000000 Penalty: 60688.125000
Iteration 181Q: 19 clusters Score -8.859381e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40407 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57591 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 43204 members 
Mstep: Class 11 contains 236278 members 
Mstep: Class 12 contains 38620 members 
Mstep: Class 13 contains 19109 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 37049 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253087 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593800.000000 Penalty: 60688.125000
Iteration 182Q: 19 clusters Score -8.85938e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57589 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 43210 members 
Mstep: Class 11 contains 236281 members 
Mstep: Class 12 contains 38621 members 
Mstep: Class 13 contains 19103 members 
Mstep: Class 14 contains 8441 members 
Mstep: Class 15 contains 37048 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253081 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593848.000000 Penalty: 60688.125000
Iteration 183Q: 19 clusters Score -8.859385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40403 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57583 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 43217 members 
Mstep: Class 11 contains 236304 members 
Mstep: Class 12 contains 38616 members 
Mstep: Class 13 contains 19099 members 
Mstep: Class 14 contains 8443 members 
Mstep: Class 15 contains 37049 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253065 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593808.000000 Penalty: 60688.125000
Iteration 184Q: 19 clusters Score -8.859381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40403 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57580 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 236321 members 
Mstep: Class 12 contains 38614 members 
Mstep: Class 13 contains 19095 members 
Mstep: Class 14 contains 8445 members 
Mstep: Class 15 contains 37050 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253049 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593768.000000 Penalty: 60688.125000
Iteration 185Q: 19 clusters Score -8.859377e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40404 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57580 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 6295 members 
Mstep: Class 10 contains 43225 members 
Mstep: Class 11 contains 236328 members 
Mstep: Class 12 contains 38618 members 
Mstep: Class 13 contains 19089 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 37048 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 253037 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593752.000000 Penalty: 60688.125000
Iteration 186Q: 19 clusters Score -8.859375e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40405 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57572 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 6294 members 
Mstep: Class 10 contains 43225 members 
Mstep: Class 11 contains 236339 members 
Mstep: Class 12 contains 38622 members 
Mstep: Class 13 contains 19087 members 
Mstep: Class 14 contains 8447 members 
Mstep: Class 15 contains 37047 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 253030 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593704.000000 Penalty: 60688.125000
Iteration 187Q: 19 clusters Score -8.85937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40405 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57566 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 6295 members 
Mstep: Class 10 contains 43226 members 
Mstep: Class 11 contains 236350 members 
Mstep: Class 12 contains 38628 members 
Mstep: Class 13 contains 19087 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37046 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253016 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593696.000000 Penalty: 60688.125000
Iteration 188Q: 19 clusters Score -8.85937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57563 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 6296 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 236352 members 
Mstep: Class 12 contains 38629 members 
Mstep: Class 13 contains 19086 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37044 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253014 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593720.000000 Penalty: 60688.125000
Iteration 189Q: 19 clusters Score -8.859372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40407 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57564 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43223 members 
Mstep: Class 11 contains 236351 members 
Mstep: Class 12 contains 38632 members 
Mstep: Class 13 contains 19081 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37042 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253015 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593736.000000 Penalty: 60688.125000
Iteration 190Q: 19 clusters Score -8.859374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40407 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57566 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43218 members 
Mstep: Class 11 contains 236352 members 
Mstep: Class 12 contains 38633 members 
Mstep: Class 13 contains 19077 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37040 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253013 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593696.000000 Penalty: 60688.125000
Iteration 191Q: 19 clusters Score -8.85937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57567 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43213 members 
Mstep: Class 11 contains 236355 members 
Mstep: Class 12 contains 38632 members 
Mstep: Class 13 contains 19073 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37039 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253014 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593736.000000 Penalty: 60688.125000
Iteration 192Q: 19 clusters Score -8.859374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40405 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57572 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43209 members 
Mstep: Class 11 contains 236354 members 
Mstep: Class 12 contains 38632 members 
Mstep: Class 13 contains 19067 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37038 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253015 members 
Mstep: Class 18 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593752.000000 Penalty: 60688.125000
Iteration 193Q: 19 clusters Score -8.859375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57574 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 43209 members 
Mstep: Class 11 contains 236351 members 
Mstep: Class 12 contains 38632 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37037 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253009 members 
Mstep: Class 18 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593768.000000 Penalty: 60688.125000
Iteration 194Q: 19 clusters Score -8.859377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40405 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57573 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 43215 members 
Mstep: Class 11 contains 236350 members 
Mstep: Class 12 contains 38631 members 
Mstep: Class 13 contains 19063 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37037 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253001 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593704.000000 Penalty: 60688.125000
Iteration 195Q: 19 clusters Score -8.85937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40404 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57571 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 43227 members 
Mstep: Class 11 contains 236349 members 
Mstep: Class 12 contains 38630 members 
Mstep: Class 13 contains 19062 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37035 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 252994 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593760.000000 Penalty: 60688.125000
Iteration 196Q: 19 clusters Score -8.859376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57571 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 43225 members 
Mstep: Class 11 contains 236345 members 
Mstep: Class 12 contains 38629 members 
Mstep: Class 13 contains 19061 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37036 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253003 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593728.000000 Penalty: 60688.125000
Iteration 197Q: 19 clusters Score -8.859373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57566 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 236341 members 
Mstep: Class 12 contains 38626 members 
Mstep: Class 13 contains 19061 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37031 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 253015 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593728.000000 Penalty: 60688.125000
Iteration 198Q: 19 clusters Score -8.859373e+07 nChanged 32
Entering ConstructFrom: 
Score: -88593728.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (41871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Entering Unmasked Estep 
Score: -4728357.000000 Penalty: 2639.302490
	Iteration 0F: 2 clusters Score -4728357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4699969.500000 Penalty: 5278.604980
	Iteration 0F: 3 clusters Score -4699970 nChanged 19211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4710446.000000 Penalty: 5278.604980
	Iteration 1F: 3 clusters Score -4710446 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4710898.000000 Penalty: 5278.604980
	Iteration 2Q: 3 clusters Score -4710898 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -4711386.000000 Penalty: 5278.604980
	Iteration 3Q: 3 clusters Score -4711386 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4711949.500000 Penalty: 5278.604980
	Iteration 4Q: 3 clusters Score -4711950 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4712753.500000 Penalty: 5278.604980
	Iteration 5Q: 3 clusters Score -4712754 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4713911.500000 Penalty: 5278.604980
	Iteration 6F: 3 clusters Score -4713912 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4715552.500000 Penalty: 5278.604980
	Iteration 7F: 3 clusters Score -4715552 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4717881.500000 Penalty: 5278.604980
	Iteration 8F: 3 clusters Score -4717882 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4720537.000000 Penalty: 5278.604980
	Iteration 9F: 3 clusters Score -4720537 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4722829.000000 Penalty: 5278.604980
	Iteration 10F: 3 clusters Score -4722829 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4724435.000000 Penalty: 5278.604980
	Iteration 11Q: 3 clusters Score -4724435 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4725275.000000 Penalty: 5278.604980
	Iteration 12Q: 3 clusters Score -4725275 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4725639.500000 Penalty: 5278.604980
	Iteration 13Q: 3 clusters Score -4725640 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4725816.000000 Penalty: 5278.604980
	Iteration 14Q: 3 clusters Score -4725816 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4725897.500000 Penalty: 5278.604980
	Iteration 15Q: 3 clusters Score -4725898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4725952.500000 Penalty: 5278.604980
	Iteration 16Q: 3 clusters Score -4725952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4725978.000000 Penalty: 5278.604980
	Iteration 17Q: 3 clusters Score -4725978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4725994.500000 Penalty: 5278.604980
	Iteration 18Q: 3 clusters Score -4725994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4726001.500000 Penalty: 5278.604980
	Iteration 19Q: 3 clusters Score -4726002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4726001.000000 Penalty: 5278.604980
	Iteration 20F: 3 clusters Score -4726001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4726016.000000 Penalty: 5278.604980
	Iteration 21Q: 3 clusters Score -4726016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4726019.500000 Penalty: 5278.604980
	Iteration 22Q: 3 clusters Score -4726020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4726018.500000 Penalty: 5278.604980
	Iteration 23Q: 3 clusters Score -4726018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4726024.000000 Penalty: 5278.604980
	Iteration 24Q: 3 clusters Score -4726024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4726030.000000 Penalty: 5278.604980
	Iteration 25Q: 3 clusters Score -4726030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4726025.000000 Penalty: 5278.604980
	Iteration 26Q: 3 clusters Score -4726025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4726025.000000 Penalty: 5278.604980
	Iteration 27F: 3 clusters Score -4726025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -50735.566406 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -50735.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49213.796875 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -49213.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49434.246094 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -49434.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49539.183594 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -49539.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49638.425781 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -49638.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49714.789062 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -49714.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49815.921875 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -49815.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50007.523438 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -50007.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50156.671875 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -50156.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50193.585938 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -50193.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50200.519531 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -50200.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50200.519531 Penalty: 3102.852051
	Iteration 10F: 3 clusters Score -50200.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Entering Unmasked Estep 
Score: -4605820.500000 Penalty: 2630.420898
	Iteration 0F: 2 clusters Score -4605820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4578411.500000 Penalty: 5260.841797
	Iteration 0F: 3 clusters Score -4578412 nChanged 18465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4588630.000000 Penalty: 5260.841797
	Iteration 1F: 3 clusters Score -4588630 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4589145.500000 Penalty: 5260.841797
	Iteration 2Q: 3 clusters Score -4589146 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4589657.000000 Penalty: 5260.841797
	Iteration 3Q: 3 clusters Score -4589657 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4590278.000000 Penalty: 5260.841797
	Iteration 4Q: 3 clusters Score -4590278 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4591016.500000 Penalty: 5260.841797
	Iteration 5Q: 3 clusters Score -4591016 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4591962.500000 Penalty: 5260.841797
	Iteration 6Q: 3 clusters Score -4591962 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4593141.000000 Penalty: 5260.841797
	Iteration 7F: 3 clusters Score -4593141 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4594753.500000 Penalty: 5260.841797
	Iteration 8F: 3 clusters Score -4594754 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4596639.500000 Penalty: 5260.841797
	Iteration 9F: 3 clusters Score -4596640 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4598378.500000 Penalty: 5260.841797
	Iteration 10F: 3 clusters Score -4598378 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4599540.000000 Penalty: 5260.841797
	Iteration 11Q: 3 clusters Score -4599540 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4600227.500000 Penalty: 5260.841797
	Iteration 12Q: 3 clusters Score -4600228 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4600757.000000 Penalty: 5260.841797
	Iteration 13Q: 3 clusters Score -4600757 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -4601116.500000 Penalty: 5260.841797
	Iteration 14Q: 3 clusters Score -4601116 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4601479.000000 Penalty: 5260.841797
	Iteration 15Q: 3 clusters Score -4601479 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4601768.500000 Penalty: 5260.841797
	Iteration 16Q: 3 clusters Score -4601768 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4602035.000000 Penalty: 5260.841797
	Iteration 17Q: 3 clusters Score -4602035 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4602206.000000 Penalty: 5260.841797
	Iteration 18Q: 3 clusters Score -4602206 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4602412.000000 Penalty: 5260.841797
	Iteration 19Q: 3 clusters Score -4602412 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4602570.000000 Penalty: 5260.841797
	Iteration 20F: 3 clusters Score -4602570 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4602712.500000 Penalty: 5260.841797
	Iteration 21Q: 3 clusters Score -4602712 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4602839.500000 Penalty: 5260.841797
	Iteration 22Q: 3 clusters Score -4602840 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4602949.000000 Penalty: 5260.841797
	Iteration 23Q: 3 clusters Score -4602949 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4603038.000000 Penalty: 5260.841797
	Iteration 24Q: 3 clusters Score -4603038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4603127.000000 Penalty: 5260.841797
	Iteration 25Q: 3 clusters Score -4603127 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4603219.000000 Penalty: 5260.841797
	Iteration 26Q: 3 clusters Score -4603219 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4603286.500000 Penalty: 5260.841797
	Iteration 27Q: 3 clusters Score -4603286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4603354.500000 Penalty: 5260.841797
	Iteration 28Q: 3 clusters Score -4603354 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4603391.500000 Penalty: 5260.841797
	Iteration 29Q: 3 clusters Score -4603392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -4603428.000000 Penalty: 5260.841797
	Iteration 30Q: 3 clusters Score -4603428 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4603444.500000 Penalty: 5260.841797
	Iteration 31Q: 3 clusters Score -4603444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4603506.000000 Penalty: 5260.841797
	Iteration 32Q: 3 clusters Score -4603506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4603541.500000 Penalty: 5260.841797
	Iteration 33Q: 3 clusters Score -4603542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4603565.000000 Penalty: 5260.841797
	Iteration 34Q: 3 clusters Score -4603565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4603591.500000 Penalty: 5260.841797
	Iteration 35Q: 3 clusters Score -4603592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4603617.000000 Penalty: 5260.841797
	Iteration 36Q: 3 clusters Score -4603617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4603629.500000 Penalty: 5260.841797
	Iteration 37Q: 3 clusters Score -4603630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4603649.500000 Penalty: 5260.841797
	Iteration 38Q: 3 clusters Score -4603650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4603647.000000 Penalty: 5260.841797
	Iteration 39Q: 3 clusters Score -4603647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4603662.000000 Penalty: 5260.841797
	Iteration 40F: 3 clusters Score -4603662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4603667.000000 Penalty: 5260.841797
	Iteration 41Q: 3 clusters Score -4603667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4603677.500000 Penalty: 5260.841797
	Iteration 42Q: 3 clusters Score -4603678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4603697.500000 Penalty: 5260.841797
	Iteration 43Q: 3 clusters Score -4603698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4603705.500000 Penalty: 5260.841797
	Iteration 44Q: 3 clusters Score -4603706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4603704.000000 Penalty: 5260.841797
	Iteration 45Q: 3 clusters Score -4603704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4603704.500000 Penalty: 5260.841797
	Iteration 46Q: 3 clusters Score -4603704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4603708.500000 Penalty: 5260.841797
	Iteration 47Q: 3 clusters Score -4603708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4603710.000000 Penalty: 5260.841797
	Iteration 48Q: 3 clusters Score -4603710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4603725.000000 Penalty: 5260.841797
	Iteration 49Q: 3 clusters Score -4603725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4603734.500000 Penalty: 5260.841797
	Iteration 50Q: 3 clusters Score -4603734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4603735.500000 Penalty: 5260.841797
	Iteration 51Q: 3 clusters Score -4603736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4603744.500000 Penalty: 5260.841797
	Iteration 52Q: 3 clusters Score -4603744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4603745.000000 Penalty: 5260.841797
	Iteration 53Q: 3 clusters Score -4603745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4603747.500000 Penalty: 5260.841797
	Iteration 54Q: 3 clusters Score -4603748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4603758.000000 Penalty: 5260.841797
	Iteration 55Q: 3 clusters Score -4603758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4603761.500000 Penalty: 5260.841797
	Iteration 56Q: 3 clusters Score -4603762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4603764.500000 Penalty: 5260.841797
	Iteration 57Q: 3 clusters Score -4603764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4603766.000000 Penalty: 5260.841797
	Iteration 58Q: 3 clusters Score -4603766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4603768.500000 Penalty: 5260.841797
	Iteration 59Q: 3 clusters Score -4603768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4603767.000000 Penalty: 5260.841797
	Iteration 60F: 3 clusters Score -4603767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4603762.500000 Penalty: 5260.841797
	Iteration 61Q: 3 clusters Score -4603762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4603762.500000 Penalty: 5260.841797
	Iteration 62F: 3 clusters Score -4603762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -185438.375000 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -185438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -183035.671875 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -183035.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183428.875000 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -183428.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -183539.187500 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -183539.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183593.687500 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -183593.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -183631.296875 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -183631.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183650.859375 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -183650.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183663.687500 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -183663.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183686.218750 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -183686.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183709.703125 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -183709.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -183731.703125 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -183731.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -183751.328125 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -183751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -183762.078125 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -183762.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -183773.859375 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -183773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -183788.984375 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -183789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183805.421875 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -183805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183814.406250 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -183814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183820.140625 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -183820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -183824.031250 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -183824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183827.109375 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -183827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183829.968750 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -183830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183833.734375 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -183833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183838.062500 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -183838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183844.843750 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -183844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183848.718750 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -183848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183853.000000 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -183853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183854.687500 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -183854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183855.890625 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -183855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -183857.406250 Penalty: 3687.098633
	Iteration 27Q: 3 clusters Score -183857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183858.593750 Penalty: 3687.098633
	Iteration 28Q: 3 clusters Score -183858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183859.109375 Penalty: 3687.098633
	Iteration 29Q: 3 clusters Score -183859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183859.109375 Penalty: 3687.098633
	Iteration 30F: 3 clusters Score -183859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Entering Unmasked Estep 
Score: -6523878.000000 Penalty: 2718.241699
	Iteration 0F: 2 clusters Score -6523878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -6485200.000000 Penalty: 5436.483398
	Iteration 0F: 3 clusters Score -6485200 nChanged 26776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6500276.500000 Penalty: 5436.483398
	Iteration 1F: 3 clusters Score -6500276 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -6501023.500000 Penalty: 5436.483398
	Iteration 2Q: 3 clusters Score -6501024 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -6501754.000000 Penalty: 5436.483398
	Iteration 3Q: 3 clusters Score -6501754 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6502610.500000 Penalty: 5436.483398
	Iteration 4Q: 3 clusters Score -6502610 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -6503666.500000 Penalty: 5436.483398
	Iteration 5Q: 3 clusters Score -6503666 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -6504999.500000 Penalty: 5436.483398
	Iteration 6Q: 3 clusters Score -6505000 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -6506656.500000 Penalty: 5436.483398
	Iteration 7Q: 3 clusters Score -6506656 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -6508603.000000 Penalty: 5436.483398
	Iteration 8F: 3 clusters Score -6508603 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -6510761.500000 Penalty: 5436.483398
	Iteration 9F: 3 clusters Score -6510762 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6512852.000000 Penalty: 5436.483398
	Iteration 10F: 3 clusters Score -6512852 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -6514327.500000 Penalty: 5436.483398
	Iteration 11Q: 3 clusters Score -6514328 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -6515079.000000 Penalty: 5436.483398
	Iteration 12Q: 3 clusters Score -6515079 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6515514.500000 Penalty: 5436.483398
	Iteration 13Q: 3 clusters Score -6515514 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -6515731.000000 Penalty: 5436.483398
	Iteration 14Q: 3 clusters Score -6515731 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -6515893.000000 Penalty: 5436.483398
	Iteration 15Q: 3 clusters Score -6515893 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -6516064.000000 Penalty: 5436.483398
	Iteration 16Q: 3 clusters Score -6516064 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6516215.000000 Penalty: 5436.483398
	Iteration 17Q: 3 clusters Score -6516215 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6516383.000000 Penalty: 5436.483398
	Iteration 18Q: 3 clusters Score -6516383 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -6516539.000000 Penalty: 5436.483398
	Iteration 19Q: 3 clusters Score -6516539 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -6516644.500000 Penalty: 5436.483398
	Iteration 20F: 3 clusters Score -6516644 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -6516793.000000 Penalty: 5436.483398
	Iteration 21Q: 3 clusters Score -6516793 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -6516852.000000 Penalty: 5436.483398
	Iteration 22Q: 3 clusters Score -6516852 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -6516904.000000 Penalty: 5436.483398
	Iteration 23Q: 3 clusters Score -6516904 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6516946.000000 Penalty: 5436.483398
	Iteration 24Q: 3 clusters Score -6516946 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -6516982.000000 Penalty: 5436.483398
	Iteration 25Q: 3 clusters Score -6516982 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -6517009.000000 Penalty: 5436.483398
	Iteration 26Q: 3 clusters Score -6517009 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -6517013.500000 Penalty: 5436.483398
	Iteration 27Q: 3 clusters Score -6517014 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -6517014.000000 Penalty: 5436.483398
	Iteration 28Q: 3 clusters Score -6517014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -6517006.500000 Penalty: 5436.483398
	Iteration 29Q: 3 clusters Score -6517006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -6517058.000000 Penalty: 5436.483398
	Iteration 30Q: 3 clusters Score -6517058 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6517064 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6517088 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -6517110.500000 Penalty: 5436.483398
	Iteration 33Q: 3 clusters Score -6517110 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6517142 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6517138 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -6517175.500000 Penalty: 5436.483398
	Iteration 36Q: 3 clusters Score -6517176 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6517187 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -6517224.500000 Penalty: 5436.483398
	Iteration 38Q: 3 clusters Score -6517224 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -6517275.000000 Penalty: 5436.483398
	Iteration 39Q: 3 clusters Score -6517275 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6517310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6517337 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -6517369.500000 Penalty: 5436.483398
	Iteration 42Q: 3 clusters Score -6517370 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6517363 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6517394 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6517454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6517480 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -6517574.000000 Penalty: 5436.483398
	Iteration 47Q: 3 clusters Score -6517574 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -6517611.000000 Penalty: 5436.483398
	Iteration 48Q: 3 clusters Score -6517611 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6517634 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -6517700.500000 Penalty: 5436.483398
	Iteration 50Q: 3 clusters Score -6517700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -6517712.000000 Penalty: 5436.483398
	Iteration 51Q: 3 clusters Score -6517712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -6517749.500000 Penalty: 5436.483398
	Iteration 52Q: 3 clusters Score -6517750 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6517786 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -6517791.500000 Penalty: 5436.483398
	Iteration 54Q: 3 clusters Score -6517792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6517805.500000 Penalty: 5436.483398
	Iteration 55Q: 3 clusters Score -6517806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6517861.500000 Penalty: 5436.483398
	Iteration 56Q: 3 clusters Score -6517862 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -6517894.500000 Penalty: 5436.483398
	Iteration 57Q: 3 clusters Score -6517894 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -6517904.000000 Penalty: 5436.483398
	Iteration 58Q: 3 clusters Score -6517904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -6517910.000000 Penalty: 5436.483398
	Iteration 59Q: 3 clusters Score -6517910 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -6517922.500000 Penalty: 5436.483398
	Iteration 60F: 3 clusters Score -6517922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -6517940.500000 Penalty: 5436.483398
	Iteration 61Q: 3 clusters Score -6517940 nChanged 187
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Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6517977 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6517987 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6517990 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -6518020.500000 Penalty: 5436.483398
	Iteration 65Q: 3 clusters Score -6518020 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -6518045.500000 Penalty: 5436.483398
	Iteration 66Q: 3 clusters Score -6518046 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6518053.500000 Penalty: 5436.483398
	Iteration 67Q: 3 clusters Score -6518054 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6518081.500000 Penalty: 5436.483398
	Iteration 68Q: 3 clusters Score -6518082 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6518090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -6518110.500000 Penalty: 5436.483398
	Iteration 70Q: 3 clusters Score -6518110 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -6518142.500000 Penalty: 5436.483398
	Iteration 71Q: 3 clusters Score -6518142 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -6518186.500000 Penalty: 5436.483398
	Iteration 72Q: 3 clusters Score -6518186 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6518208.500000 Penalty: 5436.483398
	Iteration 73Q: 3 clusters Score -6518208 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -6518210.000000 Penalty: 5436.483398
	Iteration 74Q: 3 clusters Score -6518210 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -6518235.000000 Penalty: 5436.483398
	Iteration 75Q: 3 clusters Score -6518235 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -6518250.000000 Penalty: 5436.483398
	Iteration 76Q: 3 clusters Score -6518250 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -6518298.000000 Penalty: 5436.483398
	Iteration 77Q: 3 clusters Score -6518298 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6518317 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6518332 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -6518353.000000 Penalty: 5436.483398
	Iteration 80F: 3 clusters Score -6518353 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6518368 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6518400 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -6518433.500000 Penalty: 5436.483398
	Iteration 83Q: 3 clusters Score -6518434 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -6518441.000000 Penalty: 5436.483398
	Iteration 84Q: 3 clusters Score -6518441 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -6518476.500000 Penalty: 5436.483398
	Iteration 85Q: 3 clusters Score -6518476 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6518475 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6518503 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6518538 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6518550 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6518566 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -6518571.500000 Penalty: 5436.483398
	Iteration 91Q: 3 clusters Score -6518572 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -6518552.500000 Penalty: 5436.483398
	Iteration 92Q: 3 clusters Score -6518552 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -6518577.000000 Penalty: 5436.483398
	Iteration 93Q: 3 clusters Score -6518577 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -6518597.500000 Penalty: 5436.483398
	Iteration 94Q: 3 clusters Score -6518598 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -6518623.500000 Penalty: 5436.483398
	Iteration 95Q: 3 clusters Score -6518624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -6518622.500000 Penalty: 5436.483398
	Iteration 96Q: 3 clusters Score -6518622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -6518626.500000 Penalty: 5436.483398
	Iteration 97Q: 3 clusters Score -6518626 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -6518648.000000 Penalty: 5436.483398
	Iteration 98Q: 3 clusters Score -6518648 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -6518687.000000 Penalty: 5436.483398
	Iteration 99Q: 3 clusters Score -6518687 nChanged 258
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Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6518726 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -6518776.500000 Penalty: 5436.483398
	Iteration 101Q: 3 clusters Score -6518776 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6518799.000000 Penalty: 5436.483398
	Iteration 102Q: 3 clusters Score -6518799 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6518850 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -6518901.000000 Penalty: 5436.483398
	Iteration 104Q: 3 clusters Score -6518901 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6518950 nChanged 298
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Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6518990 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -6518994.000000 Penalty: 5436.483398
	Iteration 107Q: 3 clusters Score -6518994 nChanged 258
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Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -6519003.500000 Penalty: 5436.483398
	Iteration 108Q: 3 clusters Score -6519004 nChanged 248
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Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -6519056.500000 Penalty: 5436.483398
	Iteration 109Q: 3 clusters Score -6519056 nChanged 235
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Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -6519098.000000 Penalty: 5436.483398
	Iteration 110Q: 3 clusters Score -6519098 nChanged 232
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Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6519133.500000 Penalty: 5436.483398
	Iteration 111Q: 3 clusters Score -6519134 nChanged 229
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Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6519156.000000 Penalty: 5436.483398
	Iteration 112Q: 3 clusters Score -6519156 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -6519175.500000 Penalty: 5436.483398
	Iteration 113Q: 3 clusters Score -6519176 nChanged 223
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Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6519213.500000 Penalty: 5436.483398
	Iteration 114Q: 3 clusters Score -6519214 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -6519266.500000 Penalty: 5436.483398
	Iteration 115Q: 3 clusters Score -6519266 nChanged 231
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Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6519300 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -6519335.500000 Penalty: 5436.483398
	Iteration 117Q: 3 clusters Score -6519336 nChanged 199
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Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -6519338.000000 Penalty: 5436.483398
	Iteration 118Q: 3 clusters Score -6519338 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -6519373.000000 Penalty: 5436.483398
	Iteration 119Q: 3 clusters Score -6519373 nChanged 232
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Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6519424.000000 Penalty: 5436.483398
	Iteration 120F: 3 clusters Score -6519424 nChanged 242
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Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6519424 nChanged 192
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Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6519477 nChanged 170
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Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -6519487.500000 Penalty: 5436.483398
	Iteration 123Q: 3 clusters Score -6519488 nChanged 173
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Mstep: Class 2 contains 45076 members 
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Mstep: Class 2 contains 46367 members 
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	Iteration 217Q: 3 clusters Score -6520650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -6520675.000000 Penalty: 5436.483398
	Iteration 218Q: 3 clusters Score -6520675 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -6520714.500000 Penalty: 5436.483398
	Iteration 219Q: 3 clusters Score -6520714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -6520731.000000 Penalty: 5436.483398
	Iteration 220F: 3 clusters Score -6520731 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -6520778.000000 Penalty: 5436.483398
	Iteration 221Q: 3 clusters Score -6520778 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -6520795.500000 Penalty: 5436.483398
	Iteration 222Q: 3 clusters Score -6520796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6520822.000000 Penalty: 5436.483398
	Iteration 223Q: 3 clusters Score -6520822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6520867.000000 Penalty: 5436.483398
	Iteration 224Q: 3 clusters Score -6520867 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -6520911.500000 Penalty: 5436.483398
	Iteration 225Q: 3 clusters Score -6520912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -6520954.000000 Penalty: 5436.483398
	Iteration 226Q: 3 clusters Score -6520954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -6520979.500000 Penalty: 5436.483398
	Iteration 227Q: 3 clusters Score -6520980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -6521019.500000 Penalty: 5436.483398
	Iteration 228Q: 3 clusters Score -6521020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -6521043.000000 Penalty: 5436.483398
	Iteration 229Q: 3 clusters Score -6521043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -6521055.000000 Penalty: 5436.483398
	Iteration 230Q: 3 clusters Score -6521055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -6521066.500000 Penalty: 5436.483398
	Iteration 231Q: 3 clusters Score -6521066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -6521083.500000 Penalty: 5436.483398
	Iteration 232Q: 3 clusters Score -6521084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -6521092.000000 Penalty: 5436.483398
	Iteration 233Q: 3 clusters Score -6521092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -6521109.500000 Penalty: 5436.483398
	Iteration 234Q: 3 clusters Score -6521110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -6521119.500000 Penalty: 5436.483398
	Iteration 235Q: 3 clusters Score -6521120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -6521130.000000 Penalty: 5436.483398
	Iteration 236Q: 3 clusters Score -6521130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -6521158.500000 Penalty: 5436.483398
	Iteration 237Q: 3 clusters Score -6521158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -6521180.500000 Penalty: 5436.483398
	Iteration 238Q: 3 clusters Score -6521180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -6521181.000000 Penalty: 5436.483398
	Iteration 239Q: 3 clusters Score -6521181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -6521195.500000 Penalty: 5436.483398
	Iteration 240F: 3 clusters Score -6521196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -6521203.500000 Penalty: 5436.483398
	Iteration 241Q: 3 clusters Score -6521204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -6521211.500000 Penalty: 5436.483398
	Iteration 242Q: 3 clusters Score -6521212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -6521214.500000 Penalty: 5436.483398
	Iteration 243Q: 3 clusters Score -6521214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -6521224.000000 Penalty: 5436.483398
	Iteration 244Q: 3 clusters Score -6521224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -6521225.500000 Penalty: 5436.483398
	Iteration 245Q: 3 clusters Score -6521226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -6521224.500000 Penalty: 5436.483398
	Iteration 246Q: 3 clusters Score -6521224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -6521230.500000 Penalty: 5436.483398
	Iteration 247Q: 3 clusters Score -6521230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -6521250.000000 Penalty: 5436.483398
	Iteration 248Q: 3 clusters Score -6521250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -6521250.000000 Penalty: 5436.483398
	Iteration 249Q: 3 clusters Score -6521250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -6521248.500000 Penalty: 5436.483398
	Iteration 250Q: 3 clusters Score -6521248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -6521263.000000 Penalty: 5436.483398
	Iteration 251Q: 3 clusters Score -6521263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -6521265.500000 Penalty: 5436.483398
	Iteration 252Q: 3 clusters Score -6521266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -6521273.000000 Penalty: 5436.483398
	Iteration 253Q: 3 clusters Score -6521273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -6521290.500000 Penalty: 5436.483398
	Iteration 254Q: 3 clusters Score -6521290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -6521291.500000 Penalty: 5436.483398
	Iteration 255Q: 3 clusters Score -6521292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -6521301.000000 Penalty: 5436.483398
	Iteration 256Q: 3 clusters Score -6521301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -6521314.500000 Penalty: 5436.483398
	Iteration 257Q: 3 clusters Score -6521314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -6521332.500000 Penalty: 5436.483398
	Iteration 258Q: 3 clusters Score -6521332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -6521344.000000 Penalty: 5436.483398
	Iteration 259Q: 3 clusters Score -6521344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -6521358.500000 Penalty: 5436.483398
	Iteration 260F: 3 clusters Score -6521358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -6521365.500000 Penalty: 5436.483398
	Iteration 261Q: 3 clusters Score -6521366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -6521364.000000 Penalty: 5436.483398
	Iteration 262Q: 3 clusters Score -6521364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -6521367.500000 Penalty: 5436.483398
	Iteration 263Q: 3 clusters Score -6521368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -6521375.500000 Penalty: 5436.483398
	Iteration 264Q: 3 clusters Score -6521376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -6521375.500000 Penalty: 5436.483398
	Iteration 265Q: 3 clusters Score -6521376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -6521372.000000 Penalty: 5436.483398
	Iteration 266Q: 3 clusters Score -6521372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -6521384.000000 Penalty: 5436.483398
	Iteration 267Q: 3 clusters Score -6521384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -6521380.000000 Penalty: 5436.483398
	Iteration 268Q: 3 clusters Score -6521380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -6521383.000000 Penalty: 5436.483398
	Iteration 269Q: 3 clusters Score -6521383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -6521387.500000 Penalty: 5436.483398
	Iteration 270Q: 3 clusters Score -6521388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -6521387.500000 Penalty: 5436.483398
	Iteration 271Q: 3 clusters Score -6521388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -6521387.000000 Penalty: 5436.483398
	Iteration 272Q: 3 clusters Score -6521387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -6521382.000000 Penalty: 5436.483398
	Iteration 273Q: 3 clusters Score -6521382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -6521387.500000 Penalty: 5436.483398
	Iteration 274Q: 3 clusters Score -6521388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -6521388.000000 Penalty: 5436.483398
	Iteration 275Q: 3 clusters Score -6521388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -6521387.000000 Penalty: 5436.483398
	Iteration 276Q: 3 clusters Score -6521387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -6521392.000000 Penalty: 5436.483398
	Iteration 277Q: 3 clusters Score -6521392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -6521402.000000 Penalty: 5436.483398
	Iteration 278Q: 3 clusters Score -6521402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -6521400.500000 Penalty: 5436.483398
	Iteration 279Q: 3 clusters Score -6521400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -6521406.000000 Penalty: 5436.483398
	Iteration 280F: 3 clusters Score -6521406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -6521407.000000 Penalty: 5436.483398
	Iteration 281Q: 3 clusters Score -6521407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -6521401.500000 Penalty: 5436.483398
	Iteration 282Q: 3 clusters Score -6521402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -6521410.500000 Penalty: 5436.483398
	Iteration 283Q: 3 clusters Score -6521410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -6521408.500000 Penalty: 5436.483398
	Iteration 284Q: 3 clusters Score -6521408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -6521406.500000 Penalty: 5436.483398
	Iteration 285Q: 3 clusters Score -6521406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -6521409.000000 Penalty: 5436.483398
	Iteration 286Q: 3 clusters Score -6521409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -6521407.000000 Penalty: 5436.483398
	Iteration 287Q: 3 clusters Score -6521407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -6521414.000000 Penalty: 5436.483398
	Iteration 288Q: 3 clusters Score -6521414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -6521416.500000 Penalty: 5436.483398
	Iteration 289Q: 3 clusters Score -6521416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6521427.000000 Penalty: 5436.483398
	Iteration 290Q: 3 clusters Score -6521427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6521420.500000 Penalty: 5436.483398
	Iteration 291Q: 3 clusters Score -6521420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6521420.500000 Penalty: 5436.483398
	Iteration 292F: 3 clusters Score -6521420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -286729.468750 Penalty: 1946.729004
	Iteration 0F: 2 clusters Score -286729.5 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 1279 members 
Entering Unmasked Estep 
Score: -283742.437500 Penalty: 3893.458008
	Iteration 0F: 3 clusters Score -283742.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -284269.125000 Penalty: 3893.458008
	Iteration 1F: 3 clusters Score -284269.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -284410.093750 Penalty: 3893.458008
	Iteration 2F: 3 clusters Score -284410.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -284481.875000 Penalty: 3893.458008
	Iteration 3Q: 3 clusters Score -284481.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -284520.062500 Penalty: 3893.458008
	Iteration 4Q: 3 clusters Score -284520.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -284552.468750 Penalty: 3893.458008
	Iteration 5Q: 3 clusters Score -284552.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284572.375000 Penalty: 3893.458008
	Iteration 6Q: 3 clusters Score -284572.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284589.531250 Penalty: 3893.458008
	Iteration 7Q: 3 clusters Score -284589.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284602.937500 Penalty: 3893.458008
	Iteration 8Q: 3 clusters Score -284602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -284610.812500 Penalty: 3893.458008
	Iteration 9Q: 3 clusters Score -284610.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -284617.906250 Penalty: 3893.458008
	Iteration 10Q: 3 clusters Score -284617.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284625.093750 Penalty: 3893.458008
	Iteration 11Q: 3 clusters Score -284625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -284630.843750 Penalty: 3893.458008
	Iteration 12Q: 3 clusters Score -284630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -284638.062500 Penalty: 3893.458008
	Iteration 13Q: 3 clusters Score -284638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284643.968750 Penalty: 3893.458008
	Iteration 14Q: 3 clusters Score -284644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -284648.468750 Penalty: 3893.458008
	Iteration 15Q: 3 clusters Score -284648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -284651.125000 Penalty: 3893.458008
	Iteration 16Q: 3 clusters Score -284651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -284653.500000 Penalty: 3893.458008
	Iteration 17Q: 3 clusters Score -284653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -284655.468750 Penalty: 3893.458008
	Iteration 18Q: 3 clusters Score -284655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -284656.343750 Penalty: 3893.458008
	Iteration 19Q: 3 clusters Score -284656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -284656.906250 Penalty: 3893.458008
	Iteration 20F: 3 clusters Score -284656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284657.906250 Penalty: 3893.458008
	Iteration 21Q: 3 clusters Score -284657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284659.437500 Penalty: 3893.458008
	Iteration 22Q: 3 clusters Score -284659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284660.656250 Penalty: 3893.458008
	Iteration 23Q: 3 clusters Score -284660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -284661.937500 Penalty: 3893.458008
	Iteration 24Q: 3 clusters Score -284661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -284664.343750 Penalty: 3893.458008
	Iteration 25Q: 3 clusters Score -284664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -284666.000000 Penalty: 3893.458008
	Iteration 26Q: 3 clusters Score -284666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -284670.125000 Penalty: 3893.458008
	Iteration 27Q: 3 clusters Score -284670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284676.156250 Penalty: 3893.458008
	Iteration 28Q: 3 clusters Score -284676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -284681.531250 Penalty: 3893.458008
	Iteration 29Q: 3 clusters Score -284681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284683.375000 Penalty: 3893.458008
	Iteration 30Q: 3 clusters Score -284683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284683.531250 Penalty: 3893.458008
	Iteration 31Q: 3 clusters Score -284683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284683.531250 Penalty: 3893.458008
	Iteration 32F: 3 clusters Score -284683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -105493.601562 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -105493.6 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 513 members 
Entering Unmasked Estep 
Score: -103564.765625 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -103564.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103863.750000 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -103863.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103935.382812 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -103935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103974.593750 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -103974.6 nChanged 23
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: -104010.710938 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -104010.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104037.343750 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -104037.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104061.937500 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -104061.9 nChanged 11
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: -104077.375000 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -104077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104094.835938 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -104094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104119.117188 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -104119.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104132.687500 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -104132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104143.554688 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -104143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104152.609375 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -104152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104162.218750 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -104162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104173.531250 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -104173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104184.335938 Penalty: 3426.742432
	Iteration 15Q: 3 clusters Score -104184.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -104198.546875 Penalty: 3426.742432
	Iteration 16Q: 3 clusters Score -104198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -104210.460938 Penalty: 3426.742432
	Iteration 17Q: 3 clusters Score -104210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104226.195312 Penalty: 3426.742432
	Iteration 18Q: 3 clusters Score -104226.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -104248.820312 Penalty: 3426.742432
	Iteration 19Q: 3 clusters Score -104248.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104269.273438 Penalty: 3426.742432
	Iteration 20F: 3 clusters Score -104269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104277.164062 Penalty: 3426.742432
	Iteration 21Q: 3 clusters Score -104277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104289.953125 Penalty: 3426.742432
	Iteration 22Q: 3 clusters Score -104290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104311.726562 Penalty: 3426.742432
	Iteration 23Q: 3 clusters Score -104311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -104330.039062 Penalty: 3426.742432
	Iteration 24Q: 3 clusters Score -104330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104343.718750 Penalty: 3426.742432
	Iteration 25Q: 3 clusters Score -104343.7 nChanged 10
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: -104364.648438 Penalty: 3426.742432
	Iteration 26Q: 3 clusters Score -104364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -104373.406250 Penalty: 3426.742432
	Iteration 27Q: 3 clusters Score -104373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104383.507812 Penalty: 3426.742432
	Iteration 28Q: 3 clusters Score -104383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104391.031250 Penalty: 3426.742432
	Iteration 29Q: 3 clusters Score -104391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104395.335938 Penalty: 3426.742432
	Iteration 30Q: 3 clusters Score -104395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104399.968750 Penalty: 3426.742432
	Iteration 31Q: 3 clusters Score -104400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104405.156250 Penalty: 3426.742432
	Iteration 32Q: 3 clusters Score -104405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104407.390625 Penalty: 3426.742432
	Iteration 33Q: 3 clusters Score -104407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104409.578125 Penalty: 3426.742432
	Iteration 34Q: 3 clusters Score -104409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104412.023438 Penalty: 3426.742432
	Iteration 35Q: 3 clusters Score -104412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104414.757812 Penalty: 3426.742432
	Iteration 36Q: 3 clusters Score -104414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104417.945312 Penalty: 3426.742432
	Iteration 37Q: 3 clusters Score -104417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104419.093750 Penalty: 3426.742432
	Iteration 38Q: 3 clusters Score -104419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104419.093750 Penalty: 3426.742432
	Iteration 39F: 3 clusters Score -104419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -480641.031250 Penalty: 2084.253662
	Iteration 0F: 2 clusters Score -480641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -476457.156250 Penalty: 4168.507324
	Iteration 0F: 3 clusters Score -476457.2 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -477426.593750 Penalty: 4168.507324
	Iteration 1F: 3 clusters Score -477426.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -477623.125000 Penalty: 4168.507324
	Iteration 2F: 3 clusters Score -477623.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -477762.406250 Penalty: 4168.507324
	Iteration 3Q: 3 clusters Score -477762.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -477874.843750 Penalty: 4168.507324
	Iteration 4Q: 3 clusters Score -477874.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -478028.812500 Penalty: 4168.507324
	Iteration 5Q: 3 clusters Score -478028.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -478203.406250 Penalty: 4168.507324
	Iteration 6Q: 3 clusters Score -478203.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -478342.593750 Penalty: 4168.507324
	Iteration 7Q: 3 clusters Score -478342.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -478488.937500 Penalty: 4168.507324
	Iteration 8Q: 3 clusters Score -478488.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -478626.312500 Penalty: 4168.507324
	Iteration 9Q: 3 clusters Score -478626.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -478740.937500 Penalty: 4168.507324
	Iteration 10Q: 3 clusters Score -478740.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -478837.687500 Penalty: 4168.507324
	Iteration 11Q: 3 clusters Score -478837.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -478912.968750 Penalty: 4168.507324
	Iteration 12Q: 3 clusters Score -478913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -478979.937500 Penalty: 4168.507324
	Iteration 13Q: 3 clusters Score -478979.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -479031.000000 Penalty: 4168.507324
	Iteration 14Q: 3 clusters Score -479031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -479080.312500 Penalty: 4168.507324
	Iteration 15Q: 3 clusters Score -479080.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -479118.343750 Penalty: 4168.507324
	Iteration 16Q: 3 clusters Score -479118.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -479141.218750 Penalty: 4168.507324
	Iteration 17Q: 3 clusters Score -479141.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -479159.812500 Penalty: 4168.507324
	Iteration 18Q: 3 clusters Score -479159.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -479171.812500 Penalty: 4168.507324
	Iteration 19Q: 3 clusters Score -479171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -479182.718750 Penalty: 4168.507324
	Iteration 20F: 3 clusters Score -479182.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -479193.687500 Penalty: 4168.507324
	Iteration 21Q: 3 clusters Score -479193.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -479200.781250 Penalty: 4168.507324
	Iteration 22Q: 3 clusters Score -479200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -479204.656250 Penalty: 4168.507324
	Iteration 23Q: 3 clusters Score -479204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -479205.906250 Penalty: 4168.507324
	Iteration 24Q: 3 clusters Score -479205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -479207.843750 Penalty: 4168.507324
	Iteration 25Q: 3 clusters Score -479207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -479211.281250 Penalty: 4168.507324
	Iteration 26Q: 3 clusters Score -479211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -479214.656250 Penalty: 4168.507324
	Iteration 27Q: 3 clusters Score -479214.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -479217.687500 Penalty: 4168.507324
	Iteration 28Q: 3 clusters Score -479217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -479221.218750 Penalty: 4168.507324
	Iteration 29Q: 3 clusters Score -479221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -479222.937500 Penalty: 4168.507324
	Iteration 30Q: 3 clusters Score -479222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -479223.750000 Penalty: 4168.507324
	Iteration 31Q: 3 clusters Score -479223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -479225.437500 Penalty: 4168.507324
	Iteration 32Q: 3 clusters Score -479225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -479226.406250 Penalty: 4168.507324
	Iteration 33Q: 3 clusters Score -479226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -479229.375000 Penalty: 4168.507324
	Iteration 34Q: 3 clusters Score -479229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -479230.937500 Penalty: 4168.507324
	Iteration 35Q: 3 clusters Score -479230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -479232.437500 Penalty: 4168.507324
	Iteration 36Q: 3 clusters Score -479232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -479232.562500 Penalty: 4168.507324
	Iteration 37Q: 3 clusters Score -479232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -479233.468750 Penalty: 4168.507324
	Iteration 38Q: 3 clusters Score -479233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -479233.468750 Penalty: 4168.507324
	Iteration 39F: 3 clusters Score -479233.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Entering Unmasked Estep 
Score: -649227.312500 Penalty: 2169.540283
	Iteration 0F: 2 clusters Score -649227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -643888.562500 Penalty: 4339.080566
	Iteration 0F: 3 clusters Score -643888.6 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -645379.625000 Penalty: 4339.080566
	Iteration 1F: 3 clusters Score -645379.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -645711.250000 Penalty: 4339.080566
	Iteration 2F: 3 clusters Score -645711.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -645988.875000 Penalty: 4339.080566
	Iteration 3F: 3 clusters Score -645988.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -646270.625000 Penalty: 4339.080566
	Iteration 4F: 3 clusters Score -646270.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -646565.250000 Penalty: 4339.080566
	Iteration 5F: 3 clusters Score -646565.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -646828.437500 Penalty: 4339.080566
	Iteration 6F: 3 clusters Score -646828.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -647041.562500 Penalty: 4339.080566
	Iteration 7Q: 3 clusters Score -647041.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -647190.000000 Penalty: 4339.080566
	Iteration 8Q: 3 clusters Score -647190 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -647327.375000 Penalty: 4339.080566
	Iteration 9Q: 3 clusters Score -647327.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -647432.000000 Penalty: 4339.080566
	Iteration 10Q: 3 clusters Score -647432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -647525.875000 Penalty: 4339.080566
	Iteration 11Q: 3 clusters Score -647525.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -647584.000000 Penalty: 4339.080566
	Iteration 12Q: 3 clusters Score -647584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -647631.062500 Penalty: 4339.080566
	Iteration 13Q: 3 clusters Score -647631.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -647666.625000 Penalty: 4339.080566
	Iteration 14Q: 3 clusters Score -647666.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -647705.437500 Penalty: 4339.080566
	Iteration 15Q: 3 clusters Score -647705.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -647733.500000 Penalty: 4339.080566
	Iteration 16Q: 3 clusters Score -647733.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -647759.187500 Penalty: 4339.080566
	Iteration 17Q: 3 clusters Score -647759.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -647780.312500 Penalty: 4339.080566
	Iteration 18Q: 3 clusters Score -647780.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -647795.187500 Penalty: 4339.080566
	Iteration 19Q: 3 clusters Score -647795.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -647817.312500 Penalty: 4339.080566
	Iteration 20F: 3 clusters Score -647817.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -647845.437500 Penalty: 4339.080566
	Iteration 21Q: 3 clusters Score -647845.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -647863.750000 Penalty: 4339.080566
	Iteration 22Q: 3 clusters Score -647863.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -647878.000000 Penalty: 4339.080566
	Iteration 23Q: 3 clusters Score -647878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -647895.000000 Penalty: 4339.080566
	Iteration 24Q: 3 clusters Score -647895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -647910.000000 Penalty: 4339.080566
	Iteration 25Q: 3 clusters Score -647910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -647916.750000 Penalty: 4339.080566
	Iteration 26Q: 3 clusters Score -647916.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -647924.250000 Penalty: 4339.080566
	Iteration 27Q: 3 clusters Score -647924.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -647926.875000 Penalty: 4339.080566
	Iteration 28Q: 3 clusters Score -647926.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -647929.250000 Penalty: 4339.080566
	Iteration 29Q: 3 clusters Score -647929.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -647934.437500 Penalty: 4339.080566
	Iteration 30Q: 3 clusters Score -647934.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -647941.562500 Penalty: 4339.080566
	Iteration 31Q: 3 clusters Score -647941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -647944.125000 Penalty: 4339.080566
	Iteration 32Q: 3 clusters Score -647944.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -647948.000000 Penalty: 4339.080566
	Iteration 33Q: 3 clusters Score -647948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -647950.937500 Penalty: 4339.080566
	Iteration 34Q: 3 clusters Score -647950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -647953.875000 Penalty: 4339.080566
	Iteration 35Q: 3 clusters Score -647953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -647954.687500 Penalty: 4339.080566
	Iteration 36Q: 3 clusters Score -647954.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -647959.000000 Penalty: 4339.080566
	Iteration 37Q: 3 clusters Score -647959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -647959.125000 Penalty: 4339.080566
	Iteration 38Q: 3 clusters Score -647959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -647961.125000 Penalty: 4339.080566
	Iteration 39Q: 3 clusters Score -647961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -647963.875000 Penalty: 4339.080566
	Iteration 40F: 3 clusters Score -647963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -647966.187500 Penalty: 4339.080566
	Iteration 41Q: 3 clusters Score -647966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -647967.937500 Penalty: 4339.080566
	Iteration 42Q: 3 clusters Score -647967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -647969.750000 Penalty: 4339.080566
	Iteration 43Q: 3 clusters Score -647969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -647971.812500 Penalty: 4339.080566
	Iteration 44Q: 3 clusters Score -647971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -647974.062500 Penalty: 4339.080566
	Iteration 45Q: 3 clusters Score -647974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -647975.750000 Penalty: 4339.080566
	Iteration 46Q: 3 clusters Score -647975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -647979.250000 Penalty: 4339.080566
	Iteration 47Q: 3 clusters Score -647979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -647982.312500 Penalty: 4339.080566
	Iteration 48Q: 3 clusters Score -647982.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -647986.875000 Penalty: 4339.080566
	Iteration 49Q: 3 clusters Score -647986.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -647991.687500 Penalty: 4339.080566
	Iteration 50Q: 3 clusters Score -647991.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -647997.187500 Penalty: 4339.080566
	Iteration 51Q: 3 clusters Score -647997.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -648002.875000 Penalty: 4339.080566
	Iteration 52Q: 3 clusters Score -648002.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -648007.812500 Penalty: 4339.080566
	Iteration 53Q: 3 clusters Score -648007.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -648017.312500 Penalty: 4339.080566
	Iteration 54Q: 3 clusters Score -648017.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -648026.125000 Penalty: 4339.080566
	Iteration 55Q: 3 clusters Score -648026.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -648033.625000 Penalty: 4339.080566
	Iteration 56Q: 3 clusters Score -648033.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -648043.437500 Penalty: 4339.080566
	Iteration 57Q: 3 clusters Score -648043.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -648053.500000 Penalty: 4339.080566
	Iteration 58Q: 3 clusters Score -648053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -648063.625000 Penalty: 4339.080566
	Iteration 59Q: 3 clusters Score -648063.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -648074.062500 Penalty: 4339.080566
	Iteration 60F: 3 clusters Score -648074.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -648088.687500 Penalty: 4339.080566
	Iteration 61Q: 3 clusters Score -648088.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -648099.687500 Penalty: 4339.080566
	Iteration 62Q: 3 clusters Score -648099.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -648111.062500 Penalty: 4339.080566
	Iteration 63Q: 3 clusters Score -648111.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -648122.687500 Penalty: 4339.080566
	Iteration 64Q: 3 clusters Score -648122.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -648138.687500 Penalty: 4339.080566
	Iteration 65Q: 3 clusters Score -648138.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -648151.625000 Penalty: 4339.080566
	Iteration 66Q: 3 clusters Score -648151.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -648166.812500 Penalty: 4339.080566
	Iteration 67Q: 3 clusters Score -648166.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -648181.125000 Penalty: 4339.080566
	Iteration 68Q: 3 clusters Score -648181.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -648192.062500 Penalty: 4339.080566
	Iteration 69Q: 3 clusters Score -648192.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -648201.500000 Penalty: 4339.080566
	Iteration 70Q: 3 clusters Score -648201.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -648208.812500 Penalty: 4339.080566
	Iteration 71Q: 3 clusters Score -648208.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -648213.125000 Penalty: 4339.080566
	Iteration 72Q: 3 clusters Score -648213.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -648216.312500 Penalty: 4339.080566
	Iteration 73Q: 3 clusters Score -648216.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -648220.062500 Penalty: 4339.080566
	Iteration 74Q: 3 clusters Score -648220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -648226.187500 Penalty: 4339.080566
	Iteration 75Q: 3 clusters Score -648226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -648228.437500 Penalty: 4339.080566
	Iteration 76Q: 3 clusters Score -648228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -648230.250000 Penalty: 4339.080566
	Iteration 77Q: 3 clusters Score -648230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -648233.000000 Penalty: 4339.080566
	Iteration 78Q: 3 clusters Score -648233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -648234.812500 Penalty: 4339.080566
	Iteration 79Q: 3 clusters Score -648234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -648239.750000 Penalty: 4339.080566
	Iteration 80F: 3 clusters Score -648239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -648241.062500 Penalty: 4339.080566
	Iteration 81Q: 3 clusters Score -648241.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -648245.187500 Penalty: 4339.080566
	Iteration 82Q: 3 clusters Score -648245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -648245.937500 Penalty: 4339.080566
	Iteration 83Q: 3 clusters Score -648245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -648248.437500 Penalty: 4339.080566
	Iteration 84Q: 3 clusters Score -648248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -648247.562500 Penalty: 4339.080566
	Iteration 85Q: 3 clusters Score -648247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -648249.375000 Penalty: 4339.080566
	Iteration 86Q: 3 clusters Score -648249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -648249.875000 Penalty: 4339.080566
	Iteration 87Q: 3 clusters Score -648249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -648251.125000 Penalty: 4339.080566
	Iteration 88Q: 3 clusters Score -648251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -648252.000000 Penalty: 4339.080566
	Iteration 89Q: 3 clusters Score -648252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -648252.062500 Penalty: 4339.080566
	Iteration 90Q: 3 clusters Score -648252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -648252.187500 Penalty: 4339.080566
	Iteration 91Q: 3 clusters Score -648252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -648253.687500 Penalty: 4339.080566
	Iteration 92Q: 3 clusters Score -648253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -648253.312500 Penalty: 4339.080566
	Iteration 93Q: 3 clusters Score -648253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -648254.875000 Penalty: 4339.080566
	Iteration 94Q: 3 clusters Score -648254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -648255.562500 Penalty: 4339.080566
	Iteration 95Q: 3 clusters Score -648255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -648254.937500 Penalty: 4339.080566
	Iteration 96Q: 3 clusters Score -648254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -648255.875000 Penalty: 4339.080566
	Iteration 97Q: 3 clusters Score -648255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -648256.375000 Penalty: 4339.080566
	Iteration 98Q: 3 clusters Score -648256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -648254.750000 Penalty: 4339.080566
	Iteration 99Q: 3 clusters Score -648254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -648255.187500 Penalty: 4339.080566
	Iteration 100F: 3 clusters Score -648255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -648255.062500 Penalty: 4339.080566
	Iteration 101Q: 3 clusters Score -648255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -648255.062500 Penalty: 4339.080566
	Iteration 102F: 3 clusters Score -648255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Entering Unmasked Estep 
Score: -4767517.500000 Penalty: 2647.223877
	Iteration 0F: 2 clusters Score -4767518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4738115.500000 Penalty: 5294.447754
	Iteration 0F: 3 clusters Score -4738116 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4749228.500000 Penalty: 5294.447754
	Iteration 1F: 3 clusters Score -4749228 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4749990.000000 Penalty: 5294.447754
	Iteration 2Q: 3 clusters Score -4749990 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4750988.000000 Penalty: 5294.447754
	Iteration 3F: 3 clusters Score -4750988 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4752407.000000 Penalty: 5294.447754
	Iteration 4F: 3 clusters Score -4752407 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -4754453.500000 Penalty: 5294.447754
	Iteration 5F: 3 clusters Score -4754454 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4757026.500000 Penalty: 5294.447754
	Iteration 6F: 3 clusters Score -4757026 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4759611.000000 Penalty: 5294.447754
	Iteration 7F: 3 clusters Score -4759611 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4761658.500000 Penalty: 5294.447754
	Iteration 8F: 3 clusters Score -4761658 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4763246.500000 Penalty: 5294.447754
	Iteration 9Q: 3 clusters Score -4763246 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4764261.500000 Penalty: 5294.447754
	Iteration 10Q: 3 clusters Score -4764262 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4764760.000000 Penalty: 5294.447754
	Iteration 11Q: 3 clusters Score -4764760 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4765021.500000 Penalty: 5294.447754
	Iteration 12Q: 3 clusters Score -4765022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4765140.000000 Penalty: 5294.447754
	Iteration 13Q: 3 clusters Score -4765140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4765201.000000 Penalty: 5294.447754
	Iteration 14Q: 3 clusters Score -4765201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4765241.000000 Penalty: 5294.447754
	Iteration 15Q: 3 clusters Score -4765241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4765271.000000 Penalty: 5294.447754
	Iteration 16Q: 3 clusters Score -4765271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4765287.000000 Penalty: 5294.447754
	Iteration 17Q: 3 clusters Score -4765287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4765296.500000 Penalty: 5294.447754
	Iteration 18Q: 3 clusters Score -4765296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4765308.000000 Penalty: 5294.447754
	Iteration 19Q: 3 clusters Score -4765308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4765314.000000 Penalty: 5294.447754
	Iteration 20F: 3 clusters Score -4765314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4765319.500000 Penalty: 5294.447754
	Iteration 21Q: 3 clusters Score -4765320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4765324.500000 Penalty: 5294.447754
	Iteration 22Q: 3 clusters Score -4765324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4765326.500000 Penalty: 5294.447754
	Iteration 23Q: 3 clusters Score -4765326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4765329.000000 Penalty: 5294.447754
	Iteration 24Q: 3 clusters Score -4765329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4765329.000000 Penalty: 5294.447754
	Iteration 25F: 3 clusters Score -4765329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (236335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236335 members 
Entering Unmasked Estep 
Score: -26453414.000000 Penalty: 3068.505371
	Iteration 0F: 2 clusters Score -2.645341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118178 members 
Mstep: Class 2 contains 118157 members 
Entering Unmasked Estep 
Score: -26304498.000000 Penalty: 6137.010742
	Iteration 0F: 3 clusters Score -2.63045e+07 nChanged 113957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -26371876.000000 Penalty: 6137.010742
	Iteration 1F: 3 clusters Score -2.637188e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -26373548.000000 Penalty: 6137.010742
	Iteration 2Q: 3 clusters Score -2.637355e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -26375936.000000 Penalty: 6137.010742
	Iteration 3Q: 3 clusters Score -2.637594e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -26379418.000000 Penalty: 6137.010742
	Iteration 4Q: 3 clusters Score -2.637942e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 135323 members 
Entering Unmasked Estep 
Score: -26384442.000000 Penalty: 6137.010742
	Iteration 5Q: 3 clusters Score -2.638444e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 143972 members 
Entering Unmasked Estep 
Score: -26392146.000000 Penalty: 6137.010742
	Iteration 6F: 3 clusters Score -2.639215e+07 nChanged 15679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 154967 members 
Entering Unmasked Estep 
Score: -26402572.000000 Penalty: 6137.010742
	Iteration 7F: 3 clusters Score -2.640257e+07 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -26415102.000000 Penalty: 6137.010742
	Iteration 8F: 3 clusters Score -2.64151e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -26427158.000000 Penalty: 6137.010742
	Iteration 9F: 3 clusters Score -2.642716e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 184601 members 
Entering Unmasked Estep 
Score: -26434778.000000 Penalty: 6137.010742
	Iteration 10Q: 3 clusters Score -2.643478e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 189713 members 
Entering Unmasked Estep 
Score: -26438528.000000 Penalty: 6137.010742
	Iteration 11Q: 3 clusters Score -2.643853e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 193873 members 
Entering Unmasked Estep 
Score: -26440630.000000 Penalty: 6137.010742
	Iteration 12Q: 3 clusters Score -2.644063e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 197718 members 
Entering Unmasked Estep 
Score: -26442392.000000 Penalty: 6137.010742
	Iteration 13Q: 3 clusters Score -2.644239e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 201324 members 
Entering Unmasked Estep 
Score: -26443872.000000 Penalty: 6137.010742
	Iteration 14Q: 3 clusters Score -2.644387e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 204718 members 
Entering Unmasked Estep 
Score: -26445508.000000 Penalty: 6137.010742
	Iteration 15Q: 3 clusters Score -2.644551e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 207770 members 
Entering Unmasked Estep 
Score: -26446796.000000 Penalty: 6137.010742
	Iteration 16Q: 3 clusters Score -2.64468e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 210698 members 
Entering Unmasked Estep 
Score: -26448016.000000 Penalty: 6137.010742
	Iteration 17Q: 3 clusters Score -2.644802e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 213407 members 
Entering Unmasked Estep 
Score: -26449222.000000 Penalty: 6137.010742
	Iteration 18Q: 3 clusters Score -2.644922e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 215826 members 
Entering Unmasked Estep 
Score: -26450374.000000 Penalty: 6137.010742
	Iteration 19Q: 3 clusters Score -2.645037e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 218005 members 
Entering Unmasked Estep 
Score: -26451282.000000 Penalty: 6137.010742
	Iteration 20F: 3 clusters Score -2.645128e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 219968 members 
Entering Unmasked Estep 
Score: -26452044.000000 Penalty: 6137.010742
	Iteration 21Q: 3 clusters Score -2.645204e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 221668 members 
Entering Unmasked Estep 
Score: -26452476.000000 Penalty: 6137.010742
	Iteration 22Q: 3 clusters Score -2.645248e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 223175 members 
Entering Unmasked Estep 
Score: -26452716.000000 Penalty: 6137.010742
	Iteration 23Q: 3 clusters Score -2.645272e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 224468 members 
Entering Unmasked Estep 
Score: -26452860.000000 Penalty: 6137.010742
	Iteration 24Q: 3 clusters Score -2.645286e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 225628 members 
Entering Unmasked Estep 
Score: -26452988.000000 Penalty: 6137.010742
	Iteration 25Q: 3 clusters Score -2.645299e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 226624 members 
Entering Unmasked Estep 
Score: -26452890.000000 Penalty: 6137.010742
	Iteration 26Q: 3 clusters Score -2.645289e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 227477 members 
Entering Unmasked Estep 
Score: -26452942.000000 Penalty: 6137.010742
	Iteration 27Q: 3 clusters Score -2.645294e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 228235 members 
Entering Unmasked Estep 
Score: -26452910.000000 Penalty: 6137.010742
	Iteration 28Q: 3 clusters Score -2.645291e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 228876 members 
Entering Unmasked Estep 
Score: -26452840.000000 Penalty: 6137.010742
	Iteration 29Q: 3 clusters Score -2.645284e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 229401 members 
Entering Unmasked Estep 
Score: -26452786.000000 Penalty: 6137.010742
	Iteration 30Q: 3 clusters Score -2.645279e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 229863 members 
Entering Unmasked Estep 
Score: -26452730.000000 Penalty: 6137.010742
	Iteration 31Q: 3 clusters Score -2.645273e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 230271 members 
Entering Unmasked Estep 
Score: -26452722.000000 Penalty: 6137.010742
	Iteration 32Q: 3 clusters Score -2.645272e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 230622 members 
Entering Unmasked Estep 
Score: -26452706.000000 Penalty: 6137.010742
	Iteration 33Q: 3 clusters Score -2.645271e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 230934 members 
Entering Unmasked Estep 
Score: -26452674.000000 Penalty: 6137.010742
	Iteration 34Q: 3 clusters Score -2.645267e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 231230 members 
Entering Unmasked Estep 
Score: -26452654.000000 Penalty: 6137.010742
	Iteration 35Q: 3 clusters Score -2.645265e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 231508 members 
Entering Unmasked Estep 
Score: -26452654.000000 Penalty: 6137.010742
	Iteration 36Q: 3 clusters Score -2.645265e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 231719 members 
Entering Unmasked Estep 
Score: -26452610.000000 Penalty: 6137.010742
	Iteration 37Q: 3 clusters Score -2.645261e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 231901 members 
Entering Unmasked Estep 
Score: -26452598.000000 Penalty: 6137.010742
	Iteration 38Q: 3 clusters Score -2.64526e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 232078 members 
Entering Unmasked Estep 
Score: -26452550.000000 Penalty: 6137.010742
	Iteration 39Q: 3 clusters Score -2.645255e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 232222 members 
Entering Unmasked Estep 
Score: -26452512.000000 Penalty: 6137.010742
	Iteration 40F: 3 clusters Score -2.645251e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 232358 members 
Entering Unmasked Estep 
Score: -26452508.000000 Penalty: 6137.010742
	Iteration 41Q: 3 clusters Score -2.645251e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 232474 members 
Entering Unmasked Estep 
Score: -26452468.000000 Penalty: 6137.010742
	Iteration 42Q: 3 clusters Score -2.645247e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 232579 members 
Entering Unmasked Estep 
Score: -26452450.000000 Penalty: 6137.010742
	Iteration 43Q: 3 clusters Score -2.645245e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 232679 members 
Entering Unmasked Estep 
Score: -26452434.000000 Penalty: 6137.010742
	Iteration 44Q: 3 clusters Score -2.645243e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 232760 members 
Entering Unmasked Estep 
Score: -26452388.000000 Penalty: 6137.010742
	Iteration 45Q: 3 clusters Score -2.645239e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 232851 members 
Entering Unmasked Estep 
Score: -26452366.000000 Penalty: 6137.010742
	Iteration 46Q: 3 clusters Score -2.645237e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 232924 members 
Entering Unmasked Estep 
Score: -26452346.000000 Penalty: 6137.010742
	Iteration 47Q: 3 clusters Score -2.645235e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 233011 members 
Entering Unmasked Estep 
Score: -26452354.000000 Penalty: 6137.010742
	Iteration 48Q: 3 clusters Score -2.645235e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 233087 members 
Entering Unmasked Estep 
Score: -26452306.000000 Penalty: 6137.010742
	Iteration 49Q: 3 clusters Score -2.645231e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 233147 members 
Entering Unmasked Estep 
Score: -26452300.000000 Penalty: 6137.010742
	Iteration 50Q: 3 clusters Score -2.64523e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 233201 members 
Entering Unmasked Estep 
Score: -26452270.000000 Penalty: 6137.010742
	Iteration 51Q: 3 clusters Score -2.645227e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 233261 members 
Entering Unmasked Estep 
Score: -26452260.000000 Penalty: 6137.010742
	Iteration 52Q: 3 clusters Score -2.645226e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 233309 members 
Entering Unmasked Estep 
Score: -26452290.000000 Penalty: 6137.010742
	Iteration 53Q: 3 clusters Score -2.645229e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 233355 members 
Entering Unmasked Estep 
Score: -26452268.000000 Penalty: 6137.010742
	Iteration 54Q: 3 clusters Score -2.645227e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 233394 members 
Entering Unmasked Estep 
Score: -26452264.000000 Penalty: 6137.010742
	Iteration 55Q: 3 clusters Score -2.645226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 233424 members 
Entering Unmasked Estep 
Score: -26452226.000000 Penalty: 6137.010742
	Iteration 56Q: 3 clusters Score -2.645223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 233449 members 
Entering Unmasked Estep 
Score: -26452234.000000 Penalty: 6137.010742
	Iteration 57Q: 3 clusters Score -2.645223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 233469 members 
Entering Unmasked Estep 
Score: -26452246.000000 Penalty: 6137.010742
	Iteration 58Q: 3 clusters Score -2.645225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 233495 members 
Entering Unmasked Estep 
Score: -26452248.000000 Penalty: 6137.010742
	Iteration 59Q: 3 clusters Score -2.645225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 233515 members 
Entering Unmasked Estep 
Score: -26452222.000000 Penalty: 6137.010742
	Iteration 60F: 3 clusters Score -2.645222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 233542 members 
Entering Unmasked Estep 
Score: -26452190.000000 Penalty: 6137.010742
	Iteration 61Q: 3 clusters Score -2.645219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 233574 members 
Entering Unmasked Estep 
Score: -26452184.000000 Penalty: 6137.010742
	Iteration 62Q: 3 clusters Score -2.645218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 233595 members 
Entering Unmasked Estep 
Score: -26452170.000000 Penalty: 6137.010742
	Iteration 63Q: 3 clusters Score -2.645217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 233615 members 
Entering Unmasked Estep 
Score: -26452182.000000 Penalty: 6137.010742
	Iteration 64Q: 3 clusters Score -2.645218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 233627 members 
Entering Unmasked Estep 
Score: -26452180.000000 Penalty: 6137.010742
	Iteration 65Q: 3 clusters Score -2.645218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 233641 members 
Entering Unmasked Estep 
Score: -26452130.000000 Penalty: 6137.010742
	Iteration 66Q: 3 clusters Score -2.645213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 233658 members 
Entering Unmasked Estep 
Score: -26452130.000000 Penalty: 6137.010742
	Iteration 67Q: 3 clusters Score -2.645213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 233673 members 
Entering Unmasked Estep 
Score: -26452114.000000 Penalty: 6137.010742
	Iteration 68Q: 3 clusters Score -2.645211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 233682 members 
Entering Unmasked Estep 
Score: -26452122.000000 Penalty: 6137.010742
	Iteration 69Q: 3 clusters Score -2.645212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 233695 members 
Entering Unmasked Estep 
Score: -26452134.000000 Penalty: 6137.010742
	Iteration 70Q: 3 clusters Score -2.645213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 233708 members 
Entering Unmasked Estep 
Score: -26452126.000000 Penalty: 6137.010742
	Iteration 71Q: 3 clusters Score -2.645213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 233714 members 
Entering Unmasked Estep 
Score: -26452098.000000 Penalty: 6137.010742
	Iteration 72Q: 3 clusters Score -2.64521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 233721 members 
Entering Unmasked Estep 
Score: -26452098.000000 Penalty: 6137.010742
	Iteration 73Q: 3 clusters Score -2.64521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 233725 members 
Entering Unmasked Estep 
Score: -26452116.000000 Penalty: 6137.010742
	Iteration 74Q: 3 clusters Score -2.645212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 233729 members 
Entering Unmasked Estep 
Score: -26452112.000000 Penalty: 6137.010742
	Iteration 75Q: 3 clusters Score -2.645211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 233731 members 
Entering Unmasked Estep 
Score: -26452124.000000 Penalty: 6137.010742
	Iteration 76Q: 3 clusters Score -2.645212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 233735 members 
Entering Unmasked Estep 
Score: -26452118.000000 Penalty: 6137.010742
	Iteration 77Q: 3 clusters Score -2.645212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 233742 members 
Entering Unmasked Estep 
Score: -26452108.000000 Penalty: 6137.010742
	Iteration 78Q: 3 clusters Score -2.645211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 233746 members 
Entering Unmasked Estep 
Score: -26452114.000000 Penalty: 6137.010742
	Iteration 79Q: 3 clusters Score -2.645211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 233751 members 
Entering Unmasked Estep 
Score: -26452110.000000 Penalty: 6137.010742
	Iteration 80F: 3 clusters Score -2.645211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 233758 members 
Entering Unmasked Estep 
Score: -26452124.000000 Penalty: 6137.010742
	Iteration 81Q: 3 clusters Score -2.645212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 233763 members 
Entering Unmasked Estep 
Score: -26452118.000000 Penalty: 6137.010742
	Iteration 82Q: 3 clusters Score -2.645212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 233766 members 
Entering Unmasked Estep 
Score: -26452128.000000 Penalty: 6137.010742
	Iteration 83Q: 3 clusters Score -2.645213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 233770 members 
Entering Unmasked Estep 
Score: -26452098.000000 Penalty: 6137.010742
	Iteration 84Q: 3 clusters Score -2.64521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 233772 members 
Entering Unmasked Estep 
Score: -26452086.000000 Penalty: 6137.010742
	Iteration 85Q: 3 clusters Score -2.645209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 233773 members 
Entering Unmasked Estep 
Score: -26452096.000000 Penalty: 6137.010742
	Iteration 86Q: 3 clusters Score -2.64521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 233773 members 
Entering Unmasked Estep 
Score: -26452096.000000 Penalty: 6137.010742
	Iteration 87F: 3 clusters Score -2.64521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Entering Unmasked Estep 
Score: -4393585.000000 Penalty: 2619.290527
	Iteration 0F: 2 clusters Score -4393585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4367279.000000 Penalty: 5238.581055
	Iteration 0F: 3 clusters Score -4367279 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4376947.500000 Penalty: 5238.581055
	Iteration 1F: 3 clusters Score -4376948 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4377497.500000 Penalty: 5238.581055
	Iteration 2Q: 3 clusters Score -4377498 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4378102.000000 Penalty: 5238.581055
	Iteration 3Q: 3 clusters Score -4378102 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4378927.000000 Penalty: 5238.581055
	Iteration 4Q: 3 clusters Score -4378927 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4380113.000000 Penalty: 5238.581055
	Iteration 5F: 3 clusters Score -4380113 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4382067.500000 Penalty: 5238.581055
	Iteration 6F: 3 clusters Score -4382068 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4384801.500000 Penalty: 5238.581055
	Iteration 7F: 3 clusters Score -4384802 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4387694.500000 Penalty: 5238.581055
	Iteration 8F: 3 clusters Score -4387694 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4389744.500000 Penalty: 5238.581055
	Iteration 9F: 3 clusters Score -4389744 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4390709.500000 Penalty: 5238.581055
	Iteration 10Q: 3 clusters Score -4390710 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4391017.500000 Penalty: 5238.581055
	Iteration 11Q: 3 clusters Score -4391018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4391133.500000 Penalty: 5238.581055
	Iteration 12Q: 3 clusters Score -4391134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4391197.500000 Penalty: 5238.581055
	Iteration 13Q: 3 clusters Score -4391198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4391249.000000 Penalty: 5238.581055
	Iteration 14Q: 3 clusters Score -4391249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4391284.000000 Penalty: 5238.581055
	Iteration 15Q: 3 clusters Score -4391284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4391292.500000 Penalty: 5238.581055
	Iteration 16Q: 3 clusters Score -4391292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4391296.000000 Penalty: 5238.581055
	Iteration 17Q: 3 clusters Score -4391296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4391300.500000 Penalty: 5238.581055
	Iteration 18Q: 3 clusters Score -4391300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4391302.000000 Penalty: 5238.581055
	Iteration 19Q: 3 clusters Score -4391302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4391304.500000 Penalty: 5238.581055
	Iteration 20F: 3 clusters Score -4391304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4391305.000000 Penalty: 5238.581055
	Iteration 21Q: 3 clusters Score -4391305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4391310.500000 Penalty: 5238.581055
	Iteration 22Q: 3 clusters Score -4391310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4391310.500000 Penalty: 5238.581055
	Iteration 23F: 3 clusters Score -4391310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Entering Unmasked Estep 
Score: -2157799.250000 Penalty: 2444.126221
	Iteration 0F: 2 clusters Score -2157799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2144460.250000 Penalty: 4888.252441
	Iteration 0F: 3 clusters Score -2144460 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2148985.500000 Penalty: 4888.252441
	Iteration 1F: 3 clusters Score -2148986 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2149853.500000 Penalty: 4888.252441
	Iteration 2F: 3 clusters Score -2149854 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2150908.250000 Penalty: 4888.252441
	Iteration 3F: 3 clusters Score -2150908 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2152172.750000 Penalty: 4888.252441
	Iteration 4F: 3 clusters Score -2152173 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2153405.500000 Penalty: 4888.252441
	Iteration 5F: 3 clusters Score -2153406 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2154417.750000 Penalty: 4888.252441
	Iteration 6F: 3 clusters Score -2154418 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2155187.500000 Penalty: 4888.252441
	Iteration 7Q: 3 clusters Score -2155188 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2155797.500000 Penalty: 4888.252441
	Iteration 8Q: 3 clusters Score -2155798 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2156244.500000 Penalty: 4888.252441
	Iteration 9Q: 3 clusters Score -2156244 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2156402.750000 Penalty: 4888.252441
	Iteration 10Q: 3 clusters Score -2156403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2156471.000000 Penalty: 4888.252441
	Iteration 11Q: 3 clusters Score -2156471 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2156498.250000 Penalty: 4888.252441
	Iteration 12Q: 3 clusters Score -2156498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2156528.500000 Penalty: 4888.252441
	Iteration 13Q: 3 clusters Score -2156528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2156547.250000 Penalty: 4888.252441
	Iteration 14Q: 3 clusters Score -2156547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2156563.750000 Penalty: 4888.252441
	Iteration 15Q: 3 clusters Score -2156564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2156570.000000 Penalty: 4888.252441
	Iteration 16Q: 3 clusters Score -2156570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2156583.500000 Penalty: 4888.252441
	Iteration 17Q: 3 clusters Score -2156584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2156595.500000 Penalty: 4888.252441
	Iteration 18Q: 3 clusters Score -2156596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2156598.750000 Penalty: 4888.252441
	Iteration 19Q: 3 clusters Score -2156599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2156603.500000 Penalty: 4888.252441
	Iteration 20F: 3 clusters Score -2156604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2156607.500000 Penalty: 4888.252441
	Iteration 21Q: 3 clusters Score -2156608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2156607.000000 Penalty: 4888.252441
	Iteration 22Q: 3 clusters Score -2156607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2156609.000000 Penalty: 4888.252441
	Iteration 23Q: 3 clusters Score -2156609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2156613.500000 Penalty: 4888.252441
	Iteration 24Q: 3 clusters Score -2156614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2156616.500000 Penalty: 4888.252441
	Iteration 25Q: 3 clusters Score -2156616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2156618.250000 Penalty: 4888.252441
	Iteration 26Q: 3 clusters Score -2156618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2156618.500000 Penalty: 4888.252441
	Iteration 27Q: 3 clusters Score -2156618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2156625.500000 Penalty: 4888.252441
	Iteration 28Q: 3 clusters Score -2156626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2156625.000000 Penalty: 4888.252441
	Iteration 29Q: 3 clusters Score -2156625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2156624.500000 Penalty: 4888.252441
	Iteration 30Q: 3 clusters Score -2156624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2156625.500000 Penalty: 4888.252441
	Iteration 31Q: 3 clusters Score -2156626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2156626.500000 Penalty: 4888.252441
	Iteration 32Q: 3 clusters Score -2156626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2156626.500000 Penalty: 4888.252441
	Iteration 33F: 3 clusters Score -2156626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Entering Unmasked Estep 
Score: -960490.687500 Penalty: 2242.337891
	Iteration 0F: 2 clusters Score -960490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -953768.875000 Penalty: 4484.675781
	Iteration 0F: 3 clusters Score -953768.9 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -955592.812500 Penalty: 4484.675781
	Iteration 1F: 3 clusters Score -955592.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -955900.750000 Penalty: 4484.675781
	Iteration 2F: 3 clusters Score -955900.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -956152.812500 Penalty: 4484.675781
	Iteration 3F: 3 clusters Score -956152.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -956409.375000 Penalty: 4484.675781
	Iteration 4F: 3 clusters Score -956409.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -956646.687500 Penalty: 4484.675781
	Iteration 5Q: 3 clusters Score -956646.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -956906.875000 Penalty: 4484.675781
	Iteration 6Q: 3 clusters Score -956906.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -957203.625000 Penalty: 4484.675781
	Iteration 7F: 3 clusters Score -957203.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -957517.312500 Penalty: 4484.675781
	Iteration 8F: 3 clusters Score -957517.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -957838.312500 Penalty: 4484.675781
	Iteration 9Q: 3 clusters Score -957838.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -958109.687500 Penalty: 4484.675781
	Iteration 10Q: 3 clusters Score -958109.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -958324.937500 Penalty: 4484.675781
	Iteration 11Q: 3 clusters Score -958324.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -958460.500000 Penalty: 4484.675781
	Iteration 12Q: 3 clusters Score -958460.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -958562.312500 Penalty: 4484.675781
	Iteration 13Q: 3 clusters Score -958562.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -958625.562500 Penalty: 4484.675781
	Iteration 14Q: 3 clusters Score -958625.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -958663.937500 Penalty: 4484.675781
	Iteration 15Q: 3 clusters Score -958663.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -958694.875000 Penalty: 4484.675781
	Iteration 16Q: 3 clusters Score -958694.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -958714.937500 Penalty: 4484.675781
	Iteration 17Q: 3 clusters Score -958714.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -958731.187500 Penalty: 4484.675781
	Iteration 18Q: 3 clusters Score -958731.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -958744.125000 Penalty: 4484.675781
	Iteration 19Q: 3 clusters Score -958744.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -958759.687500 Penalty: 4484.675781
	Iteration 20F: 3 clusters Score -958759.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -958767.937500 Penalty: 4484.675781
	Iteration 21Q: 3 clusters Score -958767.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -958771.625000 Penalty: 4484.675781
	Iteration 22Q: 3 clusters Score -958771.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -958775.312500 Penalty: 4484.675781
	Iteration 23Q: 3 clusters Score -958775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -958776.562500 Penalty: 4484.675781
	Iteration 24Q: 3 clusters Score -958776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -958778.187500 Penalty: 4484.675781
	Iteration 25Q: 3 clusters Score -958778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -958776.625000 Penalty: 4484.675781
	Iteration 26Q: 3 clusters Score -958776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -958778.937500 Penalty: 4484.675781
	Iteration 27Q: 3 clusters Score -958778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -958782.687500 Penalty: 4484.675781
	Iteration 28Q: 3 clusters Score -958782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -958781.937500 Penalty: 4484.675781
	Iteration 29Q: 3 clusters Score -958781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -958785.437500 Penalty: 4484.675781
	Iteration 30Q: 3 clusters Score -958785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -958787.062500 Penalty: 4484.675781
	Iteration 31Q: 3 clusters Score -958787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -958788.937500 Penalty: 4484.675781
	Iteration 32Q: 3 clusters Score -958788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -958788.937500 Penalty: 4484.675781
	Iteration 33F: 3 clusters Score -958788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Entering Unmasked Estep 
Score: -4196668.000000 Penalty: 2608.798584
	Iteration 0F: 2 clusters Score -4196668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4171486.000000 Penalty: 5217.597168
	Iteration 0F: 3 clusters Score -4171486 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4180670.250000 Penalty: 5217.597168
	Iteration 1F: 3 clusters Score -4180670 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4181653.250000 Penalty: 5217.597168
	Iteration 2F: 3 clusters Score -4181653 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4183005.500000 Penalty: 5217.597168
	Iteration 3F: 3 clusters Score -4183006 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4184801.500000 Penalty: 5217.597168
	Iteration 4F: 3 clusters Score -4184802 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4186689.250000 Penalty: 5217.597168
	Iteration 5F: 3 clusters Score -4186689 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4188657.500000 Penalty: 5217.597168
	Iteration 6F: 3 clusters Score -4188658 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4190512.500000 Penalty: 5217.597168
	Iteration 7F: 3 clusters Score -4190512 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4192166.500000 Penalty: 5217.597168
	Iteration 8F: 3 clusters Score -4192166 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4193539.250000 Penalty: 5217.597168
	Iteration 9Q: 3 clusters Score -4193539 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -4194369.500000 Penalty: 5217.597168
	Iteration 10Q: 3 clusters Score -4194370 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -4194718.000000 Penalty: 5217.597168
	Iteration 11Q: 3 clusters Score -4194718 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -4194900.000000 Penalty: 5217.597168
	Iteration 12Q: 3 clusters Score -4194900 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4195050.500000 Penalty: 5217.597168
	Iteration 13Q: 3 clusters Score -4195050 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4195174.500000 Penalty: 5217.597168
	Iteration 14Q: 3 clusters Score -4195174 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4195297.500000 Penalty: 5217.597168
	Iteration 15Q: 3 clusters Score -4195298 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4195389.500000 Penalty: 5217.597168
	Iteration 16Q: 3 clusters Score -4195390 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4195494.000000 Penalty: 5217.597168
	Iteration 17Q: 3 clusters Score -4195494 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4195574.500000 Penalty: 5217.597168
	Iteration 18Q: 3 clusters Score -4195574 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4195648.500000 Penalty: 5217.597168
	Iteration 19Q: 3 clusters Score -4195648 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4195714.500000 Penalty: 5217.597168
	Iteration 20F: 3 clusters Score -4195714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4195757.000000 Penalty: 5217.597168
	Iteration 21Q: 3 clusters Score -4195757 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4195796.500000 Penalty: 5217.597168
	Iteration 22Q: 3 clusters Score -4195796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4195845.000000 Penalty: 5217.597168
	Iteration 23Q: 3 clusters Score -4195845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4195900.500000 Penalty: 5217.597168
	Iteration 24Q: 3 clusters Score -4195900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4195963.500000 Penalty: 5217.597168
	Iteration 25Q: 3 clusters Score -4195964 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4196031.000000 Penalty: 5217.597168
	Iteration 26Q: 3 clusters Score -4196031 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4196089.000000 Penalty: 5217.597168
	Iteration 27Q: 3 clusters Score -4196089 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4196140.500000 Penalty: 5217.597168
	Iteration 28Q: 3 clusters Score -4196140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4196199.500000 Penalty: 5217.597168
	Iteration 29Q: 3 clusters Score -4196200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4196220.000000 Penalty: 5217.597168
	Iteration 30Q: 3 clusters Score -4196220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4196235.000000 Penalty: 5217.597168
	Iteration 31Q: 3 clusters Score -4196235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4196265.500000 Penalty: 5217.597168
	Iteration 32Q: 3 clusters Score -4196266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4196293.000000 Penalty: 5217.597168
	Iteration 33Q: 3 clusters Score -4196293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4196310.500000 Penalty: 5217.597168
	Iteration 34Q: 3 clusters Score -4196310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4196314.000000 Penalty: 5217.597168
	Iteration 35Q: 3 clusters Score -4196314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4196323.000000 Penalty: 5217.597168
	Iteration 36Q: 3 clusters Score -4196323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4196338.500000 Penalty: 5217.597168
	Iteration 37Q: 3 clusters Score -4196338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4196337.500000 Penalty: 5217.597168
	Iteration 38Q: 3 clusters Score -4196338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4196352.000000 Penalty: 5217.597168
	Iteration 39Q: 3 clusters Score -4196352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4196355.500000 Penalty: 5217.597168
	Iteration 40F: 3 clusters Score -4196356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4196353.000000 Penalty: 5217.597168
	Iteration 41Q: 3 clusters Score -4196353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4196357.500000 Penalty: 5217.597168
	Iteration 42Q: 3 clusters Score -4196358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4196355.000000 Penalty: 5217.597168
	Iteration 43Q: 3 clusters Score -4196355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4196357.500000 Penalty: 5217.597168
	Iteration 44Q: 3 clusters Score -4196358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4196352.500000 Penalty: 5217.597168
	Iteration 45Q: 3 clusters Score -4196352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4196353.500000 Penalty: 5217.597168
	Iteration 46Q: 3 clusters Score -4196354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4196359.000000 Penalty: 5217.597168
	Iteration 47Q: 3 clusters Score -4196359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4196361.000000 Penalty: 5217.597168
	Iteration 48Q: 3 clusters Score -4196361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4196360.500000 Penalty: 5217.597168
	Iteration 49Q: 3 clusters Score -4196360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4196361.500000 Penalty: 5217.597168
	Iteration 50Q: 3 clusters Score -4196362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4196366.000000 Penalty: 5217.597168
	Iteration 51Q: 3 clusters Score -4196366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4196363.000000 Penalty: 5217.597168
	Iteration 52Q: 3 clusters Score -4196363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4196363.000000 Penalty: 5217.597168
	Iteration 53Q: 3 clusters Score -4196363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4196360.500000 Penalty: 5217.597168
	Iteration 54Q: 3 clusters Score -4196360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4196367.000000 Penalty: 5217.597168
	Iteration 55Q: 3 clusters Score -4196367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4196367.000000 Penalty: 5217.597168
	Iteration 56Q: 3 clusters Score -4196367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4196361.500000 Penalty: 5217.597168
	Iteration 57Q: 3 clusters Score -4196362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4196365.000000 Penalty: 5217.597168
	Iteration 58Q: 3 clusters Score -4196365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4196360.000000 Penalty: 5217.597168
	Iteration 59Q: 3 clusters Score -4196360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4196366.000000 Penalty: 5217.597168
	Iteration 60F: 3 clusters Score -4196366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4196369.500000 Penalty: 5217.597168
	Iteration 61Q: 3 clusters Score -4196370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4196370.000000 Penalty: 5217.597168
	Iteration 62Q: 3 clusters Score -4196370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4196370.000000 Penalty: 5217.597168
	Iteration 63F: 3 clusters Score -4196370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Entering Unmasked Estep 
Score: -1019225.937500 Penalty: 2257.262207
	Iteration 0F: 2 clusters Score -1019226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1012198.625000 Penalty: 4514.524414
	Iteration 0F: 3 clusters Score -1012199 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1014308.750000 Penalty: 4514.524414
	Iteration 1F: 3 clusters Score -1014309 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1014714.062500 Penalty: 4514.524414
	Iteration 2F: 3 clusters Score -1014714 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1015079.062500 Penalty: 4514.524414
	Iteration 3F: 3 clusters Score -1015079 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1015416.250000 Penalty: 4514.524414
	Iteration 4F: 3 clusters Score -1015416 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1015718.750000 Penalty: 4514.524414
	Iteration 5F: 3 clusters Score -1015719 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1016013.437500 Penalty: 4514.524414
	Iteration 6F: 3 clusters Score -1016013 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1016258.375000 Penalty: 4514.524414
	Iteration 7Q: 3 clusters Score -1016258 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1016446.125000 Penalty: 4514.524414
	Iteration 8Q: 3 clusters Score -1016446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1016612.562500 Penalty: 4514.524414
	Iteration 9Q: 3 clusters Score -1016613 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1016754.437500 Penalty: 4514.524414
	Iteration 10Q: 3 clusters Score -1016754 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1016844.437500 Penalty: 4514.524414
	Iteration 11Q: 3 clusters Score -1016844 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1016912.687500 Penalty: 4514.524414
	Iteration 12Q: 3 clusters Score -1016913 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1016965.562500 Penalty: 4514.524414
	Iteration 13Q: 3 clusters Score -1016966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1017002.687500 Penalty: 4514.524414
	Iteration 14Q: 3 clusters Score -1017003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1017033.812500 Penalty: 4514.524414
	Iteration 15Q: 3 clusters Score -1017034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1017058.750000 Penalty: 4514.524414
	Iteration 16Q: 3 clusters Score -1017059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1017071.250000 Penalty: 4514.524414
	Iteration 17Q: 3 clusters Score -1017071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1017084.812500 Penalty: 4514.524414
	Iteration 18Q: 3 clusters Score -1017085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1017095.250000 Penalty: 4514.524414
	Iteration 19Q: 3 clusters Score -1017095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1017098.937500 Penalty: 4514.524414
	Iteration 20F: 3 clusters Score -1017099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1017109.062500 Penalty: 4514.524414
	Iteration 21Q: 3 clusters Score -1017109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1017113.812500 Penalty: 4514.524414
	Iteration 22Q: 3 clusters Score -1017114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1017124.375000 Penalty: 4514.524414
	Iteration 23Q: 3 clusters Score -1017124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1017130.437500 Penalty: 4514.524414
	Iteration 24Q: 3 clusters Score -1017130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1017138.687500 Penalty: 4514.524414
	Iteration 25Q: 3 clusters Score -1017139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1017144.250000 Penalty: 4514.524414
	Iteration 26Q: 3 clusters Score -1017144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1017150.500000 Penalty: 4514.524414
	Iteration 27Q: 3 clusters Score -1017150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1017155.375000 Penalty: 4514.524414
	Iteration 28Q: 3 clusters Score -1017155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1017161.562500 Penalty: 4514.524414
	Iteration 29Q: 3 clusters Score -1017162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1017167.000000 Penalty: 4514.524414
	Iteration 30Q: 3 clusters Score -1017167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1017172.562500 Penalty: 4514.524414
	Iteration 31Q: 3 clusters Score -1017173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1017180.312500 Penalty: 4514.524414
	Iteration 32Q: 3 clusters Score -1017180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1017193.625000 Penalty: 4514.524414
	Iteration 33Q: 3 clusters Score -1017194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1017196.500000 Penalty: 4514.524414
	Iteration 34Q: 3 clusters Score -1017196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1017206.625000 Penalty: 4514.524414
	Iteration 35Q: 3 clusters Score -1017207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1017215.375000 Penalty: 4514.524414
	Iteration 36Q: 3 clusters Score -1017215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1017222.812500 Penalty: 4514.524414
	Iteration 37Q: 3 clusters Score -1017223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1017231.062500 Penalty: 4514.524414
	Iteration 38Q: 3 clusters Score -1017231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1017237.250000 Penalty: 4514.524414
	Iteration 39Q: 3 clusters Score -1017237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1017240.500000 Penalty: 4514.524414
	Iteration 40F: 3 clusters Score -1017240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1017248.062500 Penalty: 4514.524414
	Iteration 41Q: 3 clusters Score -1017248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1017255.375000 Penalty: 4514.524414
	Iteration 42Q: 3 clusters Score -1017255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1017260.562500 Penalty: 4514.524414
	Iteration 43Q: 3 clusters Score -1017261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1017266.812500 Penalty: 4514.524414
	Iteration 44Q: 3 clusters Score -1017267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1017273.250000 Penalty: 4514.524414
	Iteration 45Q: 3 clusters Score -1017273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1017278.312500 Penalty: 4514.524414
	Iteration 46Q: 3 clusters Score -1017278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1017286.250000 Penalty: 4514.524414
	Iteration 47Q: 3 clusters Score -1017286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1017295.812500 Penalty: 4514.524414
	Iteration 48Q: 3 clusters Score -1017296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1017304.125000 Penalty: 4514.524414
	Iteration 49Q: 3 clusters Score -1017304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1017310.375000 Penalty: 4514.524414
	Iteration 50Q: 3 clusters Score -1017310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1017315.625000 Penalty: 4514.524414
	Iteration 51Q: 3 clusters Score -1017316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1017317.375000 Penalty: 4514.524414
	Iteration 52Q: 3 clusters Score -1017317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1017320.625000 Penalty: 4514.524414
	Iteration 53Q: 3 clusters Score -1017321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1017325.062500 Penalty: 4514.524414
	Iteration 54Q: 3 clusters Score -1017325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1017326.812500 Penalty: 4514.524414
	Iteration 55Q: 3 clusters Score -1017327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1017328.000000 Penalty: 4514.524414
	Iteration 56Q: 3 clusters Score -1017328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1017330.062500 Penalty: 4514.524414
	Iteration 57Q: 3 clusters Score -1017330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1017334.562500 Penalty: 4514.524414
	Iteration 58Q: 3 clusters Score -1017335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1017339.187500 Penalty: 4514.524414
	Iteration 59Q: 3 clusters Score -1017339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1017342.375000 Penalty: 4514.524414
	Iteration 60F: 3 clusters Score -1017342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1017347.375000 Penalty: 4514.524414
	Iteration 61Q: 3 clusters Score -1017347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1017348.812500 Penalty: 4514.524414
	Iteration 62Q: 3 clusters Score -1017349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1017353.250000 Penalty: 4514.524414
	Iteration 63Q: 3 clusters Score -1017353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1017354.312500 Penalty: 4514.524414
	Iteration 64Q: 3 clusters Score -1017354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1017360.937500 Penalty: 4514.524414
	Iteration 65Q: 3 clusters Score -1017361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1017366.000000 Penalty: 4514.524414
	Iteration 66Q: 3 clusters Score -1017366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1017372.000000 Penalty: 4514.524414
	Iteration 67Q: 3 clusters Score -1017372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1017378.750000 Penalty: 4514.524414
	Iteration 68Q: 3 clusters Score -1017379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1017386.750000 Penalty: 4514.524414
	Iteration 69Q: 3 clusters Score -1017387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1017394.062500 Penalty: 4514.524414
	Iteration 70Q: 3 clusters Score -1017394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1017403.000000 Penalty: 4514.524414
	Iteration 71Q: 3 clusters Score -1017403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1017410.750000 Penalty: 4514.524414
	Iteration 72Q: 3 clusters Score -1017411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1017414.937500 Penalty: 4514.524414
	Iteration 73Q: 3 clusters Score -1017415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1017419.312500 Penalty: 4514.524414
	Iteration 74Q: 3 clusters Score -1017419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1017423.687500 Penalty: 4514.524414
	Iteration 75Q: 3 clusters Score -1017424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1017429.250000 Penalty: 4514.524414
	Iteration 76Q: 3 clusters Score -1017429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1017430.750000 Penalty: 4514.524414
	Iteration 77Q: 3 clusters Score -1017431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1017432.625000 Penalty: 4514.524414
	Iteration 78Q: 3 clusters Score -1017433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1017435.500000 Penalty: 4514.524414
	Iteration 79Q: 3 clusters Score -1017436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1017436.750000 Penalty: 4514.524414
	Iteration 80F: 3 clusters Score -1017437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1017436.312500 Penalty: 4514.524414
	Iteration 81Q: 3 clusters Score -1017436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1017438.375000 Penalty: 4514.524414
	Iteration 82Q: 3 clusters Score -1017438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1017438.000000 Penalty: 4514.524414
	Iteration 83Q: 3 clusters Score -1017438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1017440.000000 Penalty: 4514.524414
	Iteration 84Q: 3 clusters Score -1017440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1017440.562500 Penalty: 4514.524414
	Iteration 85Q: 3 clusters Score -1017441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1017441.937500 Penalty: 4514.524414
	Iteration 86Q: 3 clusters Score -1017442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1017442.312500 Penalty: 4514.524414
	Iteration 87Q: 3 clusters Score -1017442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1017442.750000 Penalty: 4514.524414
	Iteration 88Q: 3 clusters Score -1017443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1017446.000000 Penalty: 4514.524414
	Iteration 89Q: 3 clusters Score -1017446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1017447.812500 Penalty: 4514.524414
	Iteration 90Q: 3 clusters Score -1017448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1017451.000000 Penalty: 4514.524414
	Iteration 91Q: 3 clusters Score -1017451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1017452.312500 Penalty: 4514.524414
	Iteration 92Q: 3 clusters Score -1017452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1017454.187500 Penalty: 4514.524414
	Iteration 93Q: 3 clusters Score -1017454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1017456.312500 Penalty: 4514.524414
	Iteration 94Q: 3 clusters Score -1017456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1017460.125000 Penalty: 4514.524414
	Iteration 95Q: 3 clusters Score -1017460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1017462.062500 Penalty: 4514.524414
	Iteration 96Q: 3 clusters Score -1017462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1017467.187500 Penalty: 4514.524414
	Iteration 97Q: 3 clusters Score -1017467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1017470.000000 Penalty: 4514.524414
	Iteration 98Q: 3 clusters Score -1017470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1017476.562500 Penalty: 4514.524414
	Iteration 99Q: 3 clusters Score -1017477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1017481.812500 Penalty: 4514.524414
	Iteration 100F: 3 clusters Score -1017482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1017482.625000 Penalty: 4514.524414
	Iteration 101Q: 3 clusters Score -1017483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1017485.187500 Penalty: 4514.524414
	Iteration 102Q: 3 clusters Score -1017485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1017489.937500 Penalty: 4514.524414
	Iteration 103Q: 3 clusters Score -1017490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1017493.937500 Penalty: 4514.524414
	Iteration 104Q: 3 clusters Score -1017494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1017498.375000 Penalty: 4514.524414
	Iteration 105Q: 3 clusters Score -1017498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1017499.437500 Penalty: 4514.524414
	Iteration 106Q: 3 clusters Score -1017499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1017501.687500 Penalty: 4514.524414
	Iteration 107Q: 3 clusters Score -1017502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1017503.000000 Penalty: 4514.524414
	Iteration 108Q: 3 clusters Score -1017503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1017505.062500 Penalty: 4514.524414
	Iteration 109Q: 3 clusters Score -1017505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1017505.250000 Penalty: 4514.524414
	Iteration 110Q: 3 clusters Score -1017505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1017508.125000 Penalty: 4514.524414
	Iteration 111Q: 3 clusters Score -1017508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1017507.750000 Penalty: 4514.524414
	Iteration 112Q: 3 clusters Score -1017508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1017509.437500 Penalty: 4514.524414
	Iteration 113Q: 3 clusters Score -1017509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1017512.875000 Penalty: 4514.524414
	Iteration 114Q: 3 clusters Score -1017513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1017515.687500 Penalty: 4514.524414
	Iteration 115Q: 3 clusters Score -1017516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1017519.500000 Penalty: 4514.524414
	Iteration 116Q: 3 clusters Score -1017520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1017523.187500 Penalty: 4514.524414
	Iteration 117Q: 3 clusters Score -1017523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1017527.500000 Penalty: 4514.524414
	Iteration 118Q: 3 clusters Score -1017528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1017533.375000 Penalty: 4514.524414
	Iteration 119Q: 3 clusters Score -1017533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1017537.062500 Penalty: 4514.524414
	Iteration 120F: 3 clusters Score -1017537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1017541.500000 Penalty: 4514.524414
	Iteration 121Q: 3 clusters Score -1017542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1017544.875000 Penalty: 4514.524414
	Iteration 122Q: 3 clusters Score -1017545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1017548.875000 Penalty: 4514.524414
	Iteration 123Q: 3 clusters Score -1017549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1017552.500000 Penalty: 4514.524414
	Iteration 124Q: 3 clusters Score -1017552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1017558.187500 Penalty: 4514.524414
	Iteration 125Q: 3 clusters Score -1017558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1017562.375000 Penalty: 4514.524414
	Iteration 126Q: 3 clusters Score -1017562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1017567.500000 Penalty: 4514.524414
	Iteration 127Q: 3 clusters Score -1017568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1017571.875000 Penalty: 4514.524414
	Iteration 128Q: 3 clusters Score -1017572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1017576.937500 Penalty: 4514.524414
	Iteration 129Q: 3 clusters Score -1017577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1017582.937500 Penalty: 4514.524414
	Iteration 130Q: 3 clusters Score -1017583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1017586.125000 Penalty: 4514.524414
	Iteration 131Q: 3 clusters Score -1017586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1017595.500000 Penalty: 4514.524414
	Iteration 132Q: 3 clusters Score -1017596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1017598.687500 Penalty: 4514.524414
	Iteration 133Q: 3 clusters Score -1017599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1017604.125000 Penalty: 4514.524414
	Iteration 134Q: 3 clusters Score -1017604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1017611.562500 Penalty: 4514.524414
	Iteration 135Q: 3 clusters Score -1017612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1017619.625000 Penalty: 4514.524414
	Iteration 136Q: 3 clusters Score -1017620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1017631.250000 Penalty: 4514.524414
	Iteration 137Q: 3 clusters Score -1017631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1017645.187500 Penalty: 4514.524414
	Iteration 138Q: 3 clusters Score -1017645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1017659.625000 Penalty: 4514.524414
	Iteration 139Q: 3 clusters Score -1017660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1017678.250000 Penalty: 4514.524414
	Iteration 140F: 3 clusters Score -1017678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1017697.625000 Penalty: 4514.524414
	Iteration 141Q: 3 clusters Score -1017698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1017717.750000 Penalty: 4514.524414
	Iteration 142Q: 3 clusters Score -1017718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1017734.562500 Penalty: 4514.524414
	Iteration 143Q: 3 clusters Score -1017735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1017748.875000 Penalty: 4514.524414
	Iteration 144Q: 3 clusters Score -1017749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1017762.187500 Penalty: 4514.524414
	Iteration 145Q: 3 clusters Score -1017762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1017775.500000 Penalty: 4514.524414
	Iteration 146Q: 3 clusters Score -1017776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1017784.750000 Penalty: 4514.524414
	Iteration 147Q: 3 clusters Score -1017785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1017794.812500 Penalty: 4514.524414
	Iteration 148Q: 3 clusters Score -1017795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1017799.250000 Penalty: 4514.524414
	Iteration 149Q: 3 clusters Score -1017799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1017801.312500 Penalty: 4514.524414
	Iteration 150Q: 3 clusters Score -1017801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1017802.375000 Penalty: 4514.524414
	Iteration 151Q: 3 clusters Score -1017802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1017803.312500 Penalty: 4514.524414
	Iteration 152Q: 3 clusters Score -1017803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1017805.312500 Penalty: 4514.524414
	Iteration 153Q: 3 clusters Score -1017805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1017807.125000 Penalty: 4514.524414
	Iteration 154Q: 3 clusters Score -1017807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1017809.625000 Penalty: 4514.524414
	Iteration 155Q: 3 clusters Score -1017810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1017810.250000 Penalty: 4514.524414
	Iteration 156Q: 3 clusters Score -1017810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1017810.250000 Penalty: 4514.524414
	Iteration 157F: 3 clusters Score -1017810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253030 members 
Entering Unmasked Estep 
Score: -28536068.000000 Penalty: 3085.433350
	Iteration 0F: 2 clusters Score -2.853607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 126255 members 
Entering Unmasked Estep 
Score: -28379684.000000 Penalty: 6170.866699
	Iteration 0F: 3 clusters Score -2.837968e+07 nChanged 122623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 119292 members 
Entering Unmasked Estep 
Score: -28451718.000000 Penalty: 6170.866699
	Iteration 1F: 3 clusters Score -2.845172e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -28453096.000000 Penalty: 6170.866699
	Iteration 2Q: 3 clusters Score -2.84531e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -28455198.000000 Penalty: 6170.866699
	Iteration 3Q: 3 clusters Score -2.84552e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -28459148.000000 Penalty: 6170.866699
	Iteration 4Q: 3 clusters Score -2.845915e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169996 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -28467212.000000 Penalty: 6170.866699
	Iteration 5F: 3 clusters Score -2.846721e+07 nChanged 20436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190406 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -28481926.000000 Penalty: 6170.866699
	Iteration 6F: 3 clusters Score -2.848193e+07 nChanged 24214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214618 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -28504778.000000 Penalty: 6170.866699
	Iteration 7F: 3 clusters Score -2.850478e+07 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236417 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -28522678.000000 Penalty: 6170.866699
	Iteration 8F: 3 clusters Score -2.852268e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248074 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -28530106.000000 Penalty: 6170.866699
	Iteration 9Q: 3 clusters Score -2.853011e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251741 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -28532544.000000 Penalty: 6170.866699
	Iteration 10Q: 3 clusters Score -2.853254e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252546 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -28533096.000000 Penalty: 6170.866699
	Iteration 11Q: 3 clusters Score -2.85331e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252724 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28533260.000000 Penalty: 6170.866699
	Iteration 12Q: 3 clusters Score -2.853326e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252772 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28533312.000000 Penalty: 6170.866699
	Iteration 13Q: 3 clusters Score -2.853331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252788 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28533354.000000 Penalty: 6170.866699
	Iteration 14Q: 3 clusters Score -2.853335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252797 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28533386.000000 Penalty: 6170.866699
	Iteration 15Q: 3 clusters Score -2.853339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252804 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28533384.000000 Penalty: 6170.866699
	Iteration 16Q: 3 clusters Score -2.853338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252806 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28533412.000000 Penalty: 6170.866699
	Iteration 17Q: 3 clusters Score -2.853341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252807 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28533406.000000 Penalty: 6170.866699
	Iteration 18Q: 3 clusters Score -2.853341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252811 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28533412.000000 Penalty: 6170.866699
	Iteration 19Q: 3 clusters Score -2.853341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252812 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28533422.000000 Penalty: 6170.866699
	Iteration 20F: 3 clusters Score -2.853342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -101995.312500 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -101995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100045.054688 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -100045.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100313.507812 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -100313.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100390.781250 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -100390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100418.859375 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -100418.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -100448.828125 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -100448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100466.531250 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -100466.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100482.898438 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -100482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100490.539062 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -100490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -100502.539062 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -100502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100525.265625 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -100525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100534.015625 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -100534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100538.242188 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -100538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100539.554688 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -100539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100539.554688 Penalty: 3419.756348
	Iteration 13F: 3 clusters Score -100539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57564 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 43230 members 
Mstep: Class 11 contains 236335 members 
Mstep: Class 12 contains 38625 members 
Mstep: Class 13 contains 19060 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 253030 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593736.000000 Penalty: 60688.125000
Iteration 199Q: 19 clusters Score -8.859374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57561 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43231 members 
Mstep: Class 11 contains 236336 members 
Mstep: Class 12 contains 38620 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 37026 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 253035 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593696.000000 Penalty: 60688.125000
Iteration 200F: 19 clusters Score -8.85937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57561 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43233 members 
Mstep: Class 11 contains 236330 members 
Mstep: Class 12 contains 38615 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37026 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 253043 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593784.000000 Penalty: 60688.125000
Iteration 201Q: 19 clusters Score -8.859378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40396 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57559 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43234 members 
Mstep: Class 11 contains 236335 members 
Mstep: Class 12 contains 38610 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37026 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 253045 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593704.000000 Penalty: 60688.125000
Iteration 202Q: 19 clusters Score -8.85937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57558 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43237 members 
Mstep: Class 11 contains 236334 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37026 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 253046 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593768.000000 Penalty: 60688.125000
Iteration 203Q: 19 clusters Score -8.859377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40395 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57558 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43239 members 
Mstep: Class 11 contains 236327 members 
Mstep: Class 12 contains 38608 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37026 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253049 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593760.000000 Penalty: 60688.125000
Iteration 204Q: 19 clusters Score -8.859376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40397 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57557 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43240 members 
Mstep: Class 11 contains 236325 members 
Mstep: Class 12 contains 38607 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37027 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253049 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593832.000000 Penalty: 60688.125000
Iteration 205Q: 19 clusters Score -8.859383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57557 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 43241 members 
Mstep: Class 11 contains 236327 members 
Mstep: Class 12 contains 38608 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37028 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253043 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593744.000000 Penalty: 60688.125000
Iteration 206Q: 19 clusters Score -8.859374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40402 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57557 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43243 members 
Mstep: Class 11 contains 236329 members 
Mstep: Class 12 contains 38607 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37028 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253037 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593792.000000 Penalty: 60688.125000
Iteration 207Q: 19 clusters Score -8.859379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57557 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43244 members 
Mstep: Class 11 contains 236334 members 
Mstep: Class 12 contains 38607 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37026 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253035 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593808.000000 Penalty: 60688.125000
Iteration 208Q: 19 clusters Score -8.859381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57555 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43246 members 
Mstep: Class 11 contains 236339 members 
Mstep: Class 12 contains 38603 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253037 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593824.000000 Penalty: 60688.125000
Iteration 209Q: 19 clusters Score -8.859382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43250 members 
Mstep: Class 11 contains 236342 members 
Mstep: Class 12 contains 38604 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253031 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593808.000000 Penalty: 60688.125000
Iteration 210Q: 19 clusters Score -8.859381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40403 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43250 members 
Mstep: Class 11 contains 236336 members 
Mstep: Class 12 contains 38604 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37024 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253036 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593800.000000 Penalty: 60688.125000
Iteration 211Q: 19 clusters Score -8.85938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40402 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43251 members 
Mstep: Class 11 contains 236336 members 
Mstep: Class 12 contains 38603 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37021 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253040 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593768.000000 Penalty: 60688.125000
Iteration 212Q: 19 clusters Score -8.859377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43254 members 
Mstep: Class 11 contains 236335 members 
Mstep: Class 12 contains 38605 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37021 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253037 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593744.000000 Penalty: 60688.125000
Iteration 213Q: 19 clusters Score -8.859374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43255 members 
Mstep: Class 11 contains 236334 members 
Mstep: Class 12 contains 38609 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253035 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593736.000000 Penalty: 60688.125000
Iteration 214Q: 19 clusters Score -8.859374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40401 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43255 members 
Mstep: Class 11 contains 236337 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253035 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593744.000000 Penalty: 60688.125000
Iteration 215Q: 19 clusters Score -8.859374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43255 members 
Mstep: Class 11 contains 236337 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253036 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593736.000000 Penalty: 60688.125000
Iteration 216Q: 19 clusters Score -8.859374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43255 members 
Mstep: Class 11 contains 236334 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253039 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593752.000000 Penalty: 60688.125000
Iteration 217Q: 19 clusters Score -8.859375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43256 members 
Mstep: Class 11 contains 236332 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253040 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593800.000000 Penalty: 60688.125000
Iteration 218Q: 19 clusters Score -8.85938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43256 members 
Mstep: Class 11 contains 236332 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253040 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593792.000000 Penalty: 60688.125000
Iteration 219Q: 19 clusters Score -8.859379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43256 members 
Mstep: Class 11 contains 236332 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253040 members 
Mstep: Class 18 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593792.000000 Penalty: 60688.125000
Iteration 220F: 19 clusters Score -8.859379e+07 nChanged 0
Entering ConstructFrom: 
Score: -88593792.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (41868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Entering Unmasked Estep 
Score: -4728024.000000 Penalty: 2639.284668
	Iteration 0F: 2 clusters Score -4728024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4699679.000000 Penalty: 5278.569336
	Iteration 0F: 3 clusters Score -4699679 nChanged 19155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4710199.500000 Penalty: 5278.569336
	Iteration 1F: 3 clusters Score -4710200 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4710658.500000 Penalty: 5278.569336
	Iteration 2Q: 3 clusters Score -4710658 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -4711063.500000 Penalty: 5278.569336
	Iteration 3Q: 3 clusters Score -4711064 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4711459.500000 Penalty: 5278.569336
	Iteration 4Q: 3 clusters Score -4711460 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -4711933.000000 Penalty: 5278.569336
	Iteration 5Q: 3 clusters Score -4711933 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -4712511.500000 Penalty: 5278.569336
	Iteration 6Q: 3 clusters Score -4712512 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4713210.500000 Penalty: 5278.569336
	Iteration 7Q: 3 clusters Score -4713210 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4714119.000000 Penalty: 5278.569336
	Iteration 8Q: 3 clusters Score -4714119 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4715336.000000 Penalty: 5278.569336
	Iteration 9Q: 3 clusters Score -4715336 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4717003.500000 Penalty: 5278.569336
	Iteration 10F: 3 clusters Score -4717004 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4718886.000000 Penalty: 5278.569336
	Iteration 11F: 3 clusters Score -4718886 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -4720414.000000 Penalty: 5278.569336
	Iteration 12F: 3 clusters Score -4720414 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4721602.000000 Penalty: 5278.569336
	Iteration 13Q: 3 clusters Score -4721602 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4722347.500000 Penalty: 5278.569336
	Iteration 14Q: 3 clusters Score -4722348 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4722775.500000 Penalty: 5278.569336
	Iteration 15Q: 3 clusters Score -4722776 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -4723188.000000 Penalty: 5278.569336
	Iteration 16Q: 3 clusters Score -4723188 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4723543.500000 Penalty: 5278.569336
	Iteration 17Q: 3 clusters Score -4723544 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4723787.500000 Penalty: 5278.569336
	Iteration 18Q: 3 clusters Score -4723788 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4724000.000000 Penalty: 5278.569336
	Iteration 19Q: 3 clusters Score -4724000 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4724149.500000 Penalty: 5278.569336
	Iteration 20F: 3 clusters Score -4724150 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4724254.000000 Penalty: 5278.569336
	Iteration 21Q: 3 clusters Score -4724254 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4724323.500000 Penalty: 5278.569336
	Iteration 22Q: 3 clusters Score -4724324 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4724381.000000 Penalty: 5278.569336
	Iteration 23Q: 3 clusters Score -4724381 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4724428.500000 Penalty: 5278.569336
	Iteration 24Q: 3 clusters Score -4724428 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4724472.000000 Penalty: 5278.569336
	Iteration 25Q: 3 clusters Score -4724472 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4724509.000000 Penalty: 5278.569336
	Iteration 26Q: 3 clusters Score -4724509 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4724546.000000 Penalty: 5278.569336
	Iteration 27Q: 3 clusters Score -4724546 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -4724572.000000 Penalty: 5278.569336
	Iteration 28Q: 3 clusters Score -4724572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4724591.500000 Penalty: 5278.569336
	Iteration 29Q: 3 clusters Score -4724592 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4724620.000000 Penalty: 5278.569336
	Iteration 30Q: 3 clusters Score -4724620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4724641.500000 Penalty: 5278.569336
	Iteration 31Q: 3 clusters Score -4724642 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -4724656.000000 Penalty: 5278.569336
	Iteration 32Q: 3 clusters Score -4724656 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4724661.500000 Penalty: 5278.569336
	Iteration 33Q: 3 clusters Score -4724662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4724687.000000 Penalty: 5278.569336
	Iteration 34Q: 3 clusters Score -4724687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4724713.500000 Penalty: 5278.569336
	Iteration 35Q: 3 clusters Score -4724714 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4724726.500000 Penalty: 5278.569336
	Iteration 36Q: 3 clusters Score -4724726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4724724.500000 Penalty: 5278.569336
	Iteration 37Q: 3 clusters Score -4724724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4724728.500000 Penalty: 5278.569336
	Iteration 38Q: 3 clusters Score -4724728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -4724734.500000 Penalty: 5278.569336
	Iteration 39Q: 3 clusters Score -4724734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4724750.500000 Penalty: 5278.569336
	Iteration 40F: 3 clusters Score -4724750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4724748.500000 Penalty: 5278.569336
	Iteration 41Q: 3 clusters Score -4724748 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4724772.000000 Penalty: 5278.569336
	Iteration 42Q: 3 clusters Score -4724772 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4724783.500000 Penalty: 5278.569336
	Iteration 43Q: 3 clusters Score -4724784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -4724788.000000 Penalty: 5278.569336
	Iteration 44Q: 3 clusters Score -4724788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4724797.000000 Penalty: 5278.569336
	Iteration 45Q: 3 clusters Score -4724797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4724805.500000 Penalty: 5278.569336
	Iteration 46Q: 3 clusters Score -4724806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4724822.000000 Penalty: 5278.569336
	Iteration 47Q: 3 clusters Score -4724822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -4724834.500000 Penalty: 5278.569336
	Iteration 48Q: 3 clusters Score -4724834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4724855.500000 Penalty: 5278.569336
	Iteration 49Q: 3 clusters Score -4724856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4724868.000000 Penalty: 5278.569336
	Iteration 50Q: 3 clusters Score -4724868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -4724864.500000 Penalty: 5278.569336
	Iteration 51Q: 3 clusters Score -4724864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4724881.500000 Penalty: 5278.569336
	Iteration 52Q: 3 clusters Score -4724882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4724889.000000 Penalty: 5278.569336
	Iteration 53Q: 3 clusters Score -4724889 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4724897.000000 Penalty: 5278.569336
	Iteration 54Q: 3 clusters Score -4724897 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4724921.500000 Penalty: 5278.569336
	Iteration 55Q: 3 clusters Score -4724922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4724925.500000 Penalty: 5278.569336
	Iteration 56Q: 3 clusters Score -4724926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4724945.500000 Penalty: 5278.569336
	Iteration 57Q: 3 clusters Score -4724946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -4724958.500000 Penalty: 5278.569336
	Iteration 58Q: 3 clusters Score -4724958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4724969.500000 Penalty: 5278.569336
	Iteration 59Q: 3 clusters Score -4724970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4724983.000000 Penalty: 5278.569336
	Iteration 60F: 3 clusters Score -4724983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4725009.500000 Penalty: 5278.569336
	Iteration 61Q: 3 clusters Score -4725010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -4725010.000000 Penalty: 5278.569336
	Iteration 62Q: 3 clusters Score -4725010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4725010.000000 Penalty: 5278.569336
	Iteration 63Q: 3 clusters Score -4725010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4725009.500000 Penalty: 5278.569336
	Iteration 64Q: 3 clusters Score -4725010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4725011.500000 Penalty: 5278.569336
	Iteration 65Q: 3 clusters Score -4725012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4725012.500000 Penalty: 5278.569336
	Iteration 66Q: 3 clusters Score -4725012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4725024.500000 Penalty: 5278.569336
	Iteration 67Q: 3 clusters Score -4725024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4725029.500000 Penalty: 5278.569336
	Iteration 68Q: 3 clusters Score -4725030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -4725039.000000 Penalty: 5278.569336
	Iteration 69Q: 3 clusters Score -4725039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -4725045.000000 Penalty: 5278.569336
	Iteration 70Q: 3 clusters Score -4725045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4725049.000000 Penalty: 5278.569336
	Iteration 71Q: 3 clusters Score -4725049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -4725075.000000 Penalty: 5278.569336
	Iteration 72Q: 3 clusters Score -4725075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4725078.000000 Penalty: 5278.569336
	Iteration 73Q: 3 clusters Score -4725078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4725076.500000 Penalty: 5278.569336
	Iteration 74Q: 3 clusters Score -4725076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -4725083.000000 Penalty: 5278.569336
	Iteration 75Q: 3 clusters Score -4725083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4725086.000000 Penalty: 5278.569336
	Iteration 76Q: 3 clusters Score -4725086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4725093.000000 Penalty: 5278.569336
	Iteration 77Q: 3 clusters Score -4725093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4725104.500000 Penalty: 5278.569336
	Iteration 78Q: 3 clusters Score -4725104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4725107.500000 Penalty: 5278.569336
	Iteration 79Q: 3 clusters Score -4725108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4725107.000000 Penalty: 5278.569336
	Iteration 80F: 3 clusters Score -4725107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -4725117.000000 Penalty: 5278.569336
	Iteration 81Q: 3 clusters Score -4725117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -4725114.500000 Penalty: 5278.569336
	Iteration 82Q: 3 clusters Score -4725114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4725130.500000 Penalty: 5278.569336
	Iteration 83Q: 3 clusters Score -4725130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4725141.500000 Penalty: 5278.569336
	Iteration 84Q: 3 clusters Score -4725142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4725138.500000 Penalty: 5278.569336
	Iteration 85Q: 3 clusters Score -4725138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4725132.500000 Penalty: 5278.569336
	Iteration 86Q: 3 clusters Score -4725132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4725131.500000 Penalty: 5278.569336
	Iteration 87Q: 3 clusters Score -4725132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4725134.500000 Penalty: 5278.569336
	Iteration 88Q: 3 clusters Score -4725134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4725137.000000 Penalty: 5278.569336
	Iteration 89Q: 3 clusters Score -4725137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4725138.500000 Penalty: 5278.569336
	Iteration 90Q: 3 clusters Score -4725138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4725138.000000 Penalty: 5278.569336
	Iteration 91Q: 3 clusters Score -4725138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -4725143.500000 Penalty: 5278.569336
	Iteration 92Q: 3 clusters Score -4725144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4725146.500000 Penalty: 5278.569336
	Iteration 93Q: 3 clusters Score -4725146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4725151.500000 Penalty: 5278.569336
	Iteration 94Q: 3 clusters Score -4725152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -4725153.000000 Penalty: 5278.569336
	Iteration 95Q: 3 clusters Score -4725153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -4725147.500000 Penalty: 5278.569336
	Iteration 96Q: 3 clusters Score -4725148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -4725154.000000 Penalty: 5278.569336
	Iteration 97Q: 3 clusters Score -4725154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -4725159.500000 Penalty: 5278.569336
	Iteration 98Q: 3 clusters Score -4725160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4725157.000000 Penalty: 5278.569336
	Iteration 99Q: 3 clusters Score -4725157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4725157.000000 Penalty: 5278.569336
	Iteration 100F: 3 clusters Score -4725157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -4725157.000000 Penalty: 5278.569336
	Iteration 101Q: 3 clusters Score -4725157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4725161.500000 Penalty: 5278.569336
	Iteration 102Q: 3 clusters Score -4725162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4725157.500000 Penalty: 5278.569336
	Iteration 103Q: 3 clusters Score -4725158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4725155.000000 Penalty: 5278.569336
	Iteration 104Q: 3 clusters Score -4725155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -4725159.500000 Penalty: 5278.569336
	Iteration 105Q: 3 clusters Score -4725160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4725159.500000 Penalty: 5278.569336
	Iteration 106Q: 3 clusters Score -4725160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4725151.000000 Penalty: 5278.569336
	Iteration 107Q: 3 clusters Score -4725151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4725154.000000 Penalty: 5278.569336
	Iteration 108Q: 3 clusters Score -4725154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -4725150.500000 Penalty: 5278.569336
	Iteration 109Q: 3 clusters Score -4725150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4725162.000000 Penalty: 5278.569336
	Iteration 110Q: 3 clusters Score -4725162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -4725158.500000 Penalty: 5278.569336
	Iteration 111Q: 3 clusters Score -4725158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4725154.500000 Penalty: 5278.569336
	Iteration 112Q: 3 clusters Score -4725154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4725156.500000 Penalty: 5278.569336
	Iteration 113Q: 3 clusters Score -4725156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4725157.500000 Penalty: 5278.569336
	Iteration 114Q: 3 clusters Score -4725158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4725159.500000 Penalty: 5278.569336
	Iteration 115Q: 3 clusters Score -4725160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4725157.000000 Penalty: 5278.569336
	Iteration 116Q: 3 clusters Score -4725157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4725157.000000 Penalty: 5278.569336
	Iteration 117Q: 3 clusters Score -4725157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4725151.000000 Penalty: 5278.569336
	Iteration 118Q: 3 clusters Score -4725151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4725155.000000 Penalty: 5278.569336
	Iteration 119Q: 3 clusters Score -4725155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4725155.000000 Penalty: 5278.569336
	Iteration 120F: 3 clusters Score -4725155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -4725157.500000 Penalty: 5278.569336
	Iteration 121Q: 3 clusters Score -4725158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -4725157.500000 Penalty: 5278.569336
	Iteration 122F: 3 clusters Score -4725158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -50735.566406 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -50735.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49188.226562 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -49188.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49398.808594 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -49398.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49450.156250 Penalty: 3102.852051
	Iteration 2Q: 3 clusters Score -49450.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49508.304688 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -49508.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49590.296875 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -49590.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49694.367188 Penalty: 3102.852051
	Iteration 5F: 3 clusters Score -49694.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49793.972656 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -49793.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49991.625000 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -49991.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50114.453125 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -50114.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50239.320312 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -50239.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50467.570312 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -50467.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50675.093750 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -50675.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50777.851562 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -50777.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50810.484375 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -50810.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50813.367188 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -50813.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50813.804688 Penalty: 3102.852051
	Iteration 15F: 3 clusters Score -50813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50818.886719 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -50818.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50821.664062 Penalty: 3102.852051
	Iteration 17Q: 3 clusters Score -50821.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50821.664062 Penalty: 3102.852051
	Iteration 18F: 3 clusters Score -50821.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43256 members 
Mstep: Class 11 contains 236332 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253040 members 
Mstep: Class 18 contains 987 members 
Mstep: Class 19 contains 270 members 
Entering Unmasked Estep 
Score: -88592016.000000 Penalty: 64059.687500
Splitting cluster 2 changes total score from -88593792.000000 to -88592016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (40400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Entering Unmasked Estep 
Score: -4606011.500000 Penalty: 2630.433105
	Iteration 0F: 2 clusters Score -4606012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4578650.500000 Penalty: 5260.866211
	Iteration 0F: 3 clusters Score -4578650 nChanged 18569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4589090.500000 Penalty: 5260.866211
	Iteration 1F: 3 clusters Score -4589090 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4589865.500000 Penalty: 5260.866211
	Iteration 2Q: 3 clusters Score -4589866 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4590707.000000 Penalty: 5260.866211
	Iteration 3Q: 3 clusters Score -4590707 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4591661.500000 Penalty: 5260.866211
	Iteration 4Q: 3 clusters Score -4591662 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4592840.000000 Penalty: 5260.866211
	Iteration 5F: 3 clusters Score -4592840 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4594439.000000 Penalty: 5260.866211
	Iteration 6F: 3 clusters Score -4594439 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4596360.000000 Penalty: 5260.866211
	Iteration 7F: 3 clusters Score -4596360 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4598556.500000 Penalty: 5260.866211
	Iteration 8F: 3 clusters Score -4598556 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4600411.000000 Penalty: 5260.866211
	Iteration 9F: 3 clusters Score -4600411 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4601389.500000 Penalty: 5260.866211
	Iteration 10Q: 3 clusters Score -4601390 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4601872.000000 Penalty: 5260.866211
	Iteration 11Q: 3 clusters Score -4601872 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -4602159.500000 Penalty: 5260.866211
	Iteration 12Q: 3 clusters Score -4602160 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4602333.000000 Penalty: 5260.866211
	Iteration 13Q: 3 clusters Score -4602333 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4602508.500000 Penalty: 5260.866211
	Iteration 14Q: 3 clusters Score -4602508 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4602647.500000 Penalty: 5260.866211
	Iteration 15Q: 3 clusters Score -4602648 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4602752.500000 Penalty: 5260.866211
	Iteration 16Q: 3 clusters Score -4602752 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -4602846.000000 Penalty: 5260.866211
	Iteration 17Q: 3 clusters Score -4602846 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4602933.500000 Penalty: 5260.866211
	Iteration 18Q: 3 clusters Score -4602934 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4603038.000000 Penalty: 5260.866211
	Iteration 19Q: 3 clusters Score -4603038 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4603105.000000 Penalty: 5260.866211
	Iteration 20F: 3 clusters Score -4603105 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4603227.000000 Penalty: 5260.866211
	Iteration 21Q: 3 clusters Score -4603227 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4603321.000000 Penalty: 5260.866211
	Iteration 22Q: 3 clusters Score -4603321 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4603396.000000 Penalty: 5260.866211
	Iteration 23Q: 3 clusters Score -4603396 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4603483.000000 Penalty: 5260.866211
	Iteration 24Q: 3 clusters Score -4603483 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4603524.000000 Penalty: 5260.866211
	Iteration 25Q: 3 clusters Score -4603524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4603553.000000 Penalty: 5260.866211
	Iteration 26Q: 3 clusters Score -4603553 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4603601.000000 Penalty: 5260.866211
	Iteration 27Q: 3 clusters Score -4603601 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4603620.000000 Penalty: 5260.866211
	Iteration 28Q: 3 clusters Score -4603620 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4603668.000000 Penalty: 5260.866211
	Iteration 29Q: 3 clusters Score -4603668 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4603727.500000 Penalty: 5260.866211
	Iteration 30Q: 3 clusters Score -4603728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4603756.500000 Penalty: 5260.866211
	Iteration 31Q: 3 clusters Score -4603756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4603788.000000 Penalty: 5260.866211
	Iteration 32Q: 3 clusters Score -4603788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4603812.000000 Penalty: 5260.866211
	Iteration 33Q: 3 clusters Score -4603812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4603823.500000 Penalty: 5260.866211
	Iteration 34Q: 3 clusters Score -4603824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4603838.000000 Penalty: 5260.866211
	Iteration 35Q: 3 clusters Score -4603838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4603856.000000 Penalty: 5260.866211
	Iteration 36Q: 3 clusters Score -4603856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4603873.500000 Penalty: 5260.866211
	Iteration 37Q: 3 clusters Score -4603874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4603867.000000 Penalty: 5260.866211
	Iteration 38Q: 3 clusters Score -4603867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4603879.000000 Penalty: 5260.866211
	Iteration 39Q: 3 clusters Score -4603879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4603886.500000 Penalty: 5260.866211
	Iteration 40F: 3 clusters Score -4603886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4603893.500000 Penalty: 5260.866211
	Iteration 41Q: 3 clusters Score -4603894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4603898.000000 Penalty: 5260.866211
	Iteration 42Q: 3 clusters Score -4603898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4603900.500000 Penalty: 5260.866211
	Iteration 43Q: 3 clusters Score -4603900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4603908.000000 Penalty: 5260.866211
	Iteration 44Q: 3 clusters Score -4603908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4603924.000000 Penalty: 5260.866211
	Iteration 45Q: 3 clusters Score -4603924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4603927.500000 Penalty: 5260.866211
	Iteration 46Q: 3 clusters Score -4603928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4603930.000000 Penalty: 5260.866211
	Iteration 47Q: 3 clusters Score -4603930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4603930.000000 Penalty: 5260.866211
	Iteration 48Q: 3 clusters Score -4603930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4603944.000000 Penalty: 5260.866211
	Iteration 49Q: 3 clusters Score -4603944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4603945.000000 Penalty: 5260.866211
	Iteration 50Q: 3 clusters Score -4603945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4603945.000000 Penalty: 5260.866211
	Iteration 51Q: 3 clusters Score -4603945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4603944.000000 Penalty: 5260.866211
	Iteration 52Q: 3 clusters Score -4603944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4603939.000000 Penalty: 5260.866211
	Iteration 53Q: 3 clusters Score -4603939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4603937.500000 Penalty: 5260.866211
	Iteration 54Q: 3 clusters Score -4603938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4603943.000000 Penalty: 5260.866211
	Iteration 55Q: 3 clusters Score -4603943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4603941.500000 Penalty: 5260.866211
	Iteration 56Q: 3 clusters Score -4603942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4603939.500000 Penalty: 5260.866211
	Iteration 57Q: 3 clusters Score -4603940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4603947.500000 Penalty: 5260.866211
	Iteration 58Q: 3 clusters Score -4603948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4603945.000000 Penalty: 5260.866211
	Iteration 59Q: 3 clusters Score -4603945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4603945.500000 Penalty: 5260.866211
	Iteration 60F: 3 clusters Score -4603946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4603946.000000 Penalty: 5260.866211
	Iteration 61Q: 3 clusters Score -4603946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4603941.500000 Penalty: 5260.866211
	Iteration 62Q: 3 clusters Score -4603942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4603946.500000 Penalty: 5260.866211
	Iteration 63Q: 3 clusters Score -4603946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4603948.500000 Penalty: 5260.866211
	Iteration 64Q: 3 clusters Score -4603948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4603955.000000 Penalty: 5260.866211
	Iteration 65Q: 3 clusters Score -4603955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4603952.000000 Penalty: 5260.866211
	Iteration 66Q: 3 clusters Score -4603952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4603951.500000 Penalty: 5260.866211
	Iteration 67Q: 3 clusters Score -4603952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4603959.000000 Penalty: 5260.866211
	Iteration 68Q: 3 clusters Score -4603959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4603963.000000 Penalty: 5260.866211
	Iteration 69Q: 3 clusters Score -4603963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4603954.000000 Penalty: 5260.866211
	Iteration 70Q: 3 clusters Score -4603954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4603954.500000 Penalty: 5260.866211
	Iteration 71Q: 3 clusters Score -4603954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4603958.000000 Penalty: 5260.866211
	Iteration 72Q: 3 clusters Score -4603958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4603956.000000 Penalty: 5260.866211
	Iteration 73Q: 3 clusters Score -4603956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4603953.500000 Penalty: 5260.866211
	Iteration 74Q: 3 clusters Score -4603954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4603952.000000 Penalty: 5260.866211
	Iteration 75Q: 3 clusters Score -4603952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4603957.500000 Penalty: 5260.866211
	Iteration 76Q: 3 clusters Score -4603958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4603958.500000 Penalty: 5260.866211
	Iteration 77Q: 3 clusters Score -4603958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4603955.000000 Penalty: 5260.866211
	Iteration 78Q: 3 clusters Score -4603955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4603955.000000 Penalty: 5260.866211
	Iteration 79Q: 3 clusters Score -4603955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4603952.000000 Penalty: 5260.866211
	Iteration 80F: 3 clusters Score -4603952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4603953.000000 Penalty: 5260.866211
	Iteration 81Q: 3 clusters Score -4603953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4603949.500000 Penalty: 5260.866211
	Iteration 82Q: 3 clusters Score -4603950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4603948.500000 Penalty: 5260.866211
	Iteration 83Q: 3 clusters Score -4603948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4603951.000000 Penalty: 5260.866211
	Iteration 84Q: 3 clusters Score -4603951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4603955.500000 Penalty: 5260.866211
	Iteration 85Q: 3 clusters Score -4603956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4603955.000000 Penalty: 5260.866211
	Iteration 86Q: 3 clusters Score -4603955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4603953.500000 Penalty: 5260.866211
	Iteration 87Q: 3 clusters Score -4603954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4603954.500000 Penalty: 5260.866211
	Iteration 88Q: 3 clusters Score -4603954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4603955.500000 Penalty: 5260.866211
	Iteration 89Q: 3 clusters Score -4603956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4603955.000000 Penalty: 5260.866211
	Iteration 90Q: 3 clusters Score -4603955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4603955.000000 Penalty: 5260.866211
	Iteration 91F: 3 clusters Score -4603955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -185438.375000 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -185438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -183045.843750 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -183045.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -183431.171875 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -183431.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183544.187500 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -183544.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -183605.265625 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -183605.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183644.500000 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -183644.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -183673.921875 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -183673.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -183703.125000 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -183703.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -183726.734375 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -183726.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -183748.390625 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -183748.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -183775.203125 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -183775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183794.156250 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -183794.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -183809.203125 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -183809.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -183829.125000 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -183829.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -183844.000000 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -183844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -183851.734375 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -183851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183858.968750 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -183859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -183862.625000 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -183862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -183866.343750 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -183866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -183869.859375 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -183869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -183874.609375 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -183874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -183878.328125 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -183878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -183881.421875 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -183881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183884.296875 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -183884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183886.250000 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -183886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183889.109375 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -183889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183893.015625 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -183893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183894.234375 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -183894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -183895.875000 Penalty: 3687.098633
	Iteration 27Q: 3 clusters Score -183895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -183898.593750 Penalty: 3687.098633
	Iteration 28Q: 3 clusters Score -183898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183899.812500 Penalty: 3687.098633
	Iteration 29Q: 3 clusters Score -183899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183900.312500 Penalty: 3687.098633
	Iteration 30Q: 3 clusters Score -183900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -183902.546875 Penalty: 3687.098633
	Iteration 31Q: 3 clusters Score -183902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -183904.562500 Penalty: 3687.098633
	Iteration 32Q: 3 clusters Score -183904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -183904.562500 Penalty: 3687.098633
	Iteration 33F: 3 clusters Score -183904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Entering Unmasked Estep 
Score: -6522656.500000 Penalty: 2718.194580
	Iteration 0F: 2 clusters Score -6522656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -6483860.500000 Penalty: 5436.389160
	Iteration 0F: 3 clusters Score -6483860 nChanged 26822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6498934.000000 Penalty: 5436.389160
	Iteration 1F: 3 clusters Score -6498934 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6499585.500000 Penalty: 5436.389160
	Iteration 2Q: 3 clusters Score -6499586 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6500290.500000 Penalty: 5436.389160
	Iteration 3Q: 3 clusters Score -6500290 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -6501220.500000 Penalty: 5436.389160
	Iteration 4Q: 3 clusters Score -6501220 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -6502575.500000 Penalty: 5436.389160
	Iteration 5Q: 3 clusters Score -6502576 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -6504802.000000 Penalty: 5436.389160
	Iteration 6F: 3 clusters Score -6504802 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -6508284.000000 Penalty: 5436.389160
	Iteration 7F: 3 clusters Score -6508284 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -6512540.000000 Penalty: 5436.389160
	Iteration 8F: 3 clusters Score -6512540 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6516421.000000 Penalty: 5436.389160
	Iteration 9F: 3 clusters Score -6516421 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6518647.500000 Penalty: 5436.389160
	Iteration 10Q: 3 clusters Score -6518648 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6519669.000000 Penalty: 5436.389160
	Iteration 11Q: 3 clusters Score -6519669 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6520008.000000 Penalty: 5436.389160
	Iteration 12Q: 3 clusters Score -6520008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6520128.500000 Penalty: 5436.389160
	Iteration 13Q: 3 clusters Score -6520128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6520175.500000 Penalty: 5436.389160
	Iteration 14Q: 3 clusters Score -6520176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6520202.500000 Penalty: 5436.389160
	Iteration 15Q: 3 clusters Score -6520202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6520226.000000 Penalty: 5436.389160
	Iteration 16Q: 3 clusters Score -6520226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6520234.000000 Penalty: 5436.389160
	Iteration 17Q: 3 clusters Score -6520234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6520250.000000 Penalty: 5436.389160
	Iteration 18Q: 3 clusters Score -6520250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6520249.500000 Penalty: 5436.389160
	Iteration 19Q: 3 clusters Score -6520250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6520249.500000 Penalty: 5436.389160
	Iteration 20F: 3 clusters Score -6520250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -286624.906250 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -286624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -283615.718750 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -283615.7 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -284159.031250 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -284159 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284292.000000 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -284292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -284374.406250 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -284374.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -284435.781250 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -284435.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284480.031250 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -284480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -284502.500000 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -284502.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284516.000000 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -284516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284524.906250 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -284524.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -284533.875000 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -284533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284539.281250 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -284539.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -284542.593750 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -284542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -284546.343750 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -284546.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -284548.718750 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -284548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284548.437500 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -284548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284548.437500 Penalty: 3893.264648
	Iteration 15F: 3 clusters Score -284548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -105493.601562 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -105493.6 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 474 members 
Entering Unmasked Estep 
Score: -103548.843750 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -103548.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103819.578125 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -103819.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103887.312500 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -103887.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103925.390625 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -103925.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103959.890625 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -103959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103983.664062 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -103983.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104038.539062 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -104038.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104093.414062 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -104093.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104137.976562 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -104138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104170.046875 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -104170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104198.710938 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -104198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104219.617188 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -104219.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104239.343750 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -104239.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104254.453125 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -104254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104260.132812 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -104260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104265.015625 Penalty: 3426.742432
	Iteration 15Q: 3 clusters Score -104265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104278.070312 Penalty: 3426.742432
	Iteration 16Q: 3 clusters Score -104278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104293.515625 Penalty: 3426.742432
	Iteration 17Q: 3 clusters Score -104293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104314.429688 Penalty: 3426.742432
	Iteration 18Q: 3 clusters Score -104314.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104370.695312 Penalty: 3426.742432
	Iteration 19Q: 3 clusters Score -104370.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104588.351562 Penalty: 3426.742432
	Iteration 20F: 3 clusters Score -104588.4 nChanged 42
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: -104859.070312 Penalty: 3426.742432
	Iteration 21Q: 3 clusters Score -104859.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104983.593750 Penalty: 3426.742432
	Iteration 22F: 3 clusters Score -104983.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105111.968750 Penalty: 3426.742432
	Iteration 23F: 3 clusters Score -105112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105209.765625 Penalty: 3426.742432
	Iteration 24Q: 3 clusters Score -105209.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -105312.187500 Penalty: 3426.742432
	Iteration 25Q: 3 clusters Score -105312.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -105373.953125 Penalty: 3426.742432
	Iteration 26Q: 3 clusters Score -105374 nChanged 12
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: -105408.664062 Penalty: 3426.742432
	Iteration 27Q: 3 clusters Score -105408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105428.773438 Penalty: 3426.742432
	Iteration 28Q: 3 clusters Score -105428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105440.007812 Penalty: 3426.742432
	Iteration 29Q: 3 clusters Score -105440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105454.945312 Penalty: 3426.742432
	Iteration 30Q: 3 clusters Score -105454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105485.242188 Penalty: 3426.742432
	Iteration 31Q: 3 clusters Score -105485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105521.523438 Penalty: 3426.742432
	Iteration 32Q: 3 clusters Score -105521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105550.273438 Penalty: 3426.742432
	Iteration 33Q: 3 clusters Score -105550.3 nChanged 3
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: -105563.656250 Penalty: 3426.742432
	Iteration 34Q: 3 clusters Score -105563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -105575.007812 Penalty: 3426.742432
	Iteration 35Q: 3 clusters Score -105575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -105575.007812 Penalty: 3426.742432
	Iteration 36F: 3 clusters Score -105575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 40400 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 43256 members 
Mstep: Class 11 contains 236332 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 37020 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 253040 members 
Mstep: Class 18 contains 987 members 
Mstep: Class 19 contains 739 members 
Entering Unmasked Estep 
Score: -88592168.000000 Penalty: 64059.687500
Splitting cluster 7 changes total score from -88593792.000000 to -88592168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -480866.781250 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -480866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -476672.437500 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -476672.4 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -477576.968750 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -477577 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -477744.843750 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -477744.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -477866.781250 Penalty: 4168.729492
	Iteration 3Q: 3 clusters Score -477866.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -477990.562500 Penalty: 4168.729492
	Iteration 4Q: 3 clusters Score -477990.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -478108.593750 Penalty: 4168.729492
	Iteration 5Q: 3 clusters Score -478108.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -478234.000000 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -478234 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -478361.781250 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -478361.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -478488.593750 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -478488.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -478632.468750 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -478632.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -478791.750000 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -478791.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -478975.187500 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -478975.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -479129.531250 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -479129.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -479231.687500 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -479231.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -479303.062500 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -479303.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -479357.500000 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -479357.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -479408.062500 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -479408.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -479435.281250 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -479435.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -479451.031250 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -479451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -479463.687500 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -479463.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -479477.468750 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -479477.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -479489.531250 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -479489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -479496.968750 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -479497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -479503.468750 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -479503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -479509.562500 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -479509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -479514.750000 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -479514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -479519.218750 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -479519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -479520.968750 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -479521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -479524.000000 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -479524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -479529.406250 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -479529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -479533.187500 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -479533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -479534.906250 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -479534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -479536.375000 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -479536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -479539.218750 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -479539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -479541.093750 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -479541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -479545.875000 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -479545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -479550.062500 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -479550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -479552.687500 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -479552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -479554.093750 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -479554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -479553.031250 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -479553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -479554.500000 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -479554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -649016.937500 Penalty: 2169.461426
	Iteration 0F: 2 clusters Score -649016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -643650.750000 Penalty: 4338.922852
	Iteration 0F: 3 clusters Score -643650.8 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -645184.125000 Penalty: 4338.922852
	Iteration 1F: 3 clusters Score -645184.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -645524.187500 Penalty: 4338.922852
	Iteration 2F: 3 clusters Score -645524.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -645809.250000 Penalty: 4338.922852
	Iteration 3F: 3 clusters Score -645809.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -646026.875000 Penalty: 4338.922852
	Iteration 4Q: 3 clusters Score -646026.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -646192.750000 Penalty: 4338.922852
	Iteration 5Q: 3 clusters Score -646192.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -646345.000000 Penalty: 4338.922852
	Iteration 6Q: 3 clusters Score -646345 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -646470.000000 Penalty: 4338.922852
	Iteration 7Q: 3 clusters Score -646470 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -646597.062500 Penalty: 4338.922852
	Iteration 8Q: 3 clusters Score -646597.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -646714.125000 Penalty: 4338.922852
	Iteration 9Q: 3 clusters Score -646714.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -646825.625000 Penalty: 4338.922852
	Iteration 10Q: 3 clusters Score -646825.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -646914.687500 Penalty: 4338.922852
	Iteration 11Q: 3 clusters Score -646914.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -647001.937500 Penalty: 4338.922852
	Iteration 12Q: 3 clusters Score -647001.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -647067.875000 Penalty: 4338.922852
	Iteration 13Q: 3 clusters Score -647067.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -647127.687500 Penalty: 4338.922852
	Iteration 14Q: 3 clusters Score -647127.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -647171.937500 Penalty: 4338.922852
	Iteration 15Q: 3 clusters Score -647171.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -647213.875000 Penalty: 4338.922852
	Iteration 16Q: 3 clusters Score -647213.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -647250.875000 Penalty: 4338.922852
	Iteration 17Q: 3 clusters Score -647250.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -647284.187500 Penalty: 4338.922852
	Iteration 18Q: 3 clusters Score -647284.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -647321.937500 Penalty: 4338.922852
	Iteration 19Q: 3 clusters Score -647321.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -647380.000000 Penalty: 4338.922852
	Iteration 20F: 3 clusters Score -647380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -647420.750000 Penalty: 4338.922852
	Iteration 21Q: 3 clusters Score -647420.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -647443.750000 Penalty: 4338.922852
	Iteration 22Q: 3 clusters Score -647443.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -647472.750000 Penalty: 4338.922852
	Iteration 23Q: 3 clusters Score -647472.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -647495.875000 Penalty: 4338.922852
	Iteration 24Q: 3 clusters Score -647495.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -647522.812500 Penalty: 4338.922852
	Iteration 25Q: 3 clusters Score -647522.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -647551.562500 Penalty: 4338.922852
	Iteration 26Q: 3 clusters Score -647551.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -647579.625000 Penalty: 4338.922852
	Iteration 27Q: 3 clusters Score -647579.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -647615.062500 Penalty: 4338.922852
	Iteration 28Q: 3 clusters Score -647615.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -647652.500000 Penalty: 4338.922852
	Iteration 29Q: 3 clusters Score -647652.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -647683.625000 Penalty: 4338.922852
	Iteration 30Q: 3 clusters Score -647683.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -647716.687500 Penalty: 4338.922852
	Iteration 31Q: 3 clusters Score -647716.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -647751.062500 Penalty: 4338.922852
	Iteration 32Q: 3 clusters Score -647751.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -647778.250000 Penalty: 4338.922852
	Iteration 33Q: 3 clusters Score -647778.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -647809.062500 Penalty: 4338.922852
	Iteration 34Q: 3 clusters Score -647809.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -647839.312500 Penalty: 4338.922852
	Iteration 35Q: 3 clusters Score -647839.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -647869.375000 Penalty: 4338.922852
	Iteration 36Q: 3 clusters Score -647869.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -647890.437500 Penalty: 4338.922852
	Iteration 37Q: 3 clusters Score -647890.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -647909.625000 Penalty: 4338.922852
	Iteration 38Q: 3 clusters Score -647909.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -647927.187500 Penalty: 4338.922852
	Iteration 39Q: 3 clusters Score -647927.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -647946.375000 Penalty: 4338.922852
	Iteration 40F: 3 clusters Score -647946.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -647971.312500 Penalty: 4338.922852
	Iteration 41Q: 3 clusters Score -647971.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -647998.875000 Penalty: 4338.922852
	Iteration 42Q: 3 clusters Score -647998.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -648011.375000 Penalty: 4338.922852
	Iteration 43Q: 3 clusters Score -648011.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -648025.875000 Penalty: 4338.922852
	Iteration 44Q: 3 clusters Score -648025.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -648036.500000 Penalty: 4338.922852
	Iteration 45Q: 3 clusters Score -648036.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -648046.312500 Penalty: 4338.922852
	Iteration 46Q: 3 clusters Score -648046.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -648055.250000 Penalty: 4338.922852
	Iteration 47Q: 3 clusters Score -648055.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -648062.062500 Penalty: 4338.922852
	Iteration 48Q: 3 clusters Score -648062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -648065.187500 Penalty: 4338.922852
	Iteration 49Q: 3 clusters Score -648065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -648069.562500 Penalty: 4338.922852
	Iteration 50Q: 3 clusters Score -648069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -648075.000000 Penalty: 4338.922852
	Iteration 51Q: 3 clusters Score -648075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -648078.312500 Penalty: 4338.922852
	Iteration 52Q: 3 clusters Score -648078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -648079.812500 Penalty: 4338.922852
	Iteration 53Q: 3 clusters Score -648079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -648083.750000 Penalty: 4338.922852
	Iteration 54Q: 3 clusters Score -648083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -648086.125000 Penalty: 4338.922852
	Iteration 55Q: 3 clusters Score -648086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -648087.437500 Penalty: 4338.922852
	Iteration 56Q: 3 clusters Score -648087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -648088.687500 Penalty: 4338.922852
	Iteration 57Q: 3 clusters Score -648088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -648089.562500 Penalty: 4338.922852
	Iteration 58Q: 3 clusters Score -648089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -648090.500000 Penalty: 4338.922852
	Iteration 59Q: 3 clusters Score -648090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -648091.750000 Penalty: 4338.922852
	Iteration 60F: 3 clusters Score -648091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -648091.437500 Penalty: 4338.922852
	Iteration 61Q: 3 clusters Score -648091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -648092.687500 Penalty: 4338.922852
	Iteration 62Q: 3 clusters Score -648092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -648095.562500 Penalty: 4338.922852
	Iteration 63Q: 3 clusters Score -648095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -648098.187500 Penalty: 4338.922852
	Iteration 64Q: 3 clusters Score -648098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -648098.437500 Penalty: 4338.922852
	Iteration 65Q: 3 clusters Score -648098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -648099.000000 Penalty: 4338.922852
	Iteration 66Q: 3 clusters Score -648099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -648101.062500 Penalty: 4338.922852
	Iteration 67Q: 3 clusters Score -648101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -648104.062500 Penalty: 4338.922852
	Iteration 68Q: 3 clusters Score -648104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -648106.812500 Penalty: 4338.922852
	Iteration 69Q: 3 clusters Score -648106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -648105.625000 Penalty: 4338.922852
	Iteration 70Q: 3 clusters Score -648105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -648109.250000 Penalty: 4338.922852
	Iteration 71Q: 3 clusters Score -648109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -648110.125000 Penalty: 4338.922852
	Iteration 72Q: 3 clusters Score -648110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -648109.875000 Penalty: 4338.922852
	Iteration 73Q: 3 clusters Score -648109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -648110.937500 Penalty: 4338.922852
	Iteration 74Q: 3 clusters Score -648110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -648108.937500 Penalty: 4338.922852
	Iteration 75Q: 3 clusters Score -648108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -648110.750000 Penalty: 4338.922852
	Iteration 76Q: 3 clusters Score -648110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -648110.812500 Penalty: 4338.922852
	Iteration 77Q: 3 clusters Score -648110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -648111.937500 Penalty: 4338.922852
	Iteration 78Q: 3 clusters Score -648111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -648111.937500 Penalty: 4338.922852
	Iteration 79F: 3 clusters Score -648111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Entering Unmasked Estep 
Score: -4770396.500000 Penalty: 2647.373047
	Iteration 0F: 2 clusters Score -4770396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4741384.500000 Penalty: 5294.746094
	Iteration 0F: 3 clusters Score -4741384 nChanged 19775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4752254.000000 Penalty: 5294.746094
	Iteration 1F: 3 clusters Score -4752254 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4752879.000000 Penalty: 5294.746094
	Iteration 2Q: 3 clusters Score -4752879 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4753504.500000 Penalty: 5294.746094
	Iteration 3Q: 3 clusters Score -4753504 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4754308.000000 Penalty: 5294.746094
	Iteration 4Q: 3 clusters Score -4754308 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4755140.000000 Penalty: 5294.746094
	Iteration 5Q: 3 clusters Score -4755140 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4756117.500000 Penalty: 5294.746094
	Iteration 6Q: 3 clusters Score -4756118 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4757205.000000 Penalty: 5294.746094
	Iteration 7F: 3 clusters Score -4757205 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4758363.000000 Penalty: 5294.746094
	Iteration 8F: 3 clusters Score -4758363 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4759613.000000 Penalty: 5294.746094
	Iteration 9F: 3 clusters Score -4759613 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4760719.000000 Penalty: 5294.746094
	Iteration 10Q: 3 clusters Score -4760719 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4761533.000000 Penalty: 5294.746094
	Iteration 11Q: 3 clusters Score -4761533 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4762084.000000 Penalty: 5294.746094
	Iteration 12Q: 3 clusters Score -4762084 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4762457.000000 Penalty: 5294.746094
	Iteration 13Q: 3 clusters Score -4762457 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4762729.500000 Penalty: 5294.746094
	Iteration 14Q: 3 clusters Score -4762730 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4762870.000000 Penalty: 5294.746094
	Iteration 15Q: 3 clusters Score -4762870 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -4762946.000000 Penalty: 5294.746094
	Iteration 16Q: 3 clusters Score -4762946 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4763038.000000 Penalty: 5294.746094
	Iteration 17Q: 3 clusters Score -4763038 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4763081.000000 Penalty: 5294.746094
	Iteration 18Q: 3 clusters Score -4763081 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4763116.000000 Penalty: 5294.746094
	Iteration 19Q: 3 clusters Score -4763116 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4763162.000000 Penalty: 5294.746094
	Iteration 20F: 3 clusters Score -4763162 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -4763210.000000 Penalty: 5294.746094
	Iteration 21Q: 3 clusters Score -4763210 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4763275.500000 Penalty: 5294.746094
	Iteration 22Q: 3 clusters Score -4763276 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4763315.500000 Penalty: 5294.746094
	Iteration 23Q: 3 clusters Score -4763316 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4763384.500000 Penalty: 5294.746094
	Iteration 24Q: 3 clusters Score -4763384 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4763476.500000 Penalty: 5294.746094
	Iteration 25Q: 3 clusters Score -4763476 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4763577.500000 Penalty: 5294.746094
	Iteration 26Q: 3 clusters Score -4763578 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4763657.000000 Penalty: 5294.746094
	Iteration 27Q: 3 clusters Score -4763657 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -4763767.500000 Penalty: 5294.746094
	Iteration 28Q: 3 clusters Score -4763768 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -4763929.500000 Penalty: 5294.746094
	Iteration 29Q: 3 clusters Score -4763930 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4764102.500000 Penalty: 5294.746094
	Iteration 30Q: 3 clusters Score -4764102 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4764384.500000 Penalty: 5294.746094
	Iteration 31Q: 3 clusters Score -4764384 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4764767.000000 Penalty: 5294.746094
	Iteration 32Q: 3 clusters Score -4764767 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4765316.500000 Penalty: 5294.746094
	Iteration 33Q: 3 clusters Score -4765316 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4766044.000000 Penalty: 5294.746094
	Iteration 34Q: 3 clusters Score -4766044 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4766860.000000 Penalty: 5294.746094
	Iteration 35Q: 3 clusters Score -4766860 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4767464.500000 Penalty: 5294.746094
	Iteration 36Q: 3 clusters Score -4767464 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4767787.500000 Penalty: 5294.746094
	Iteration 37Q: 3 clusters Score -4767788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4767966.000000 Penalty: 5294.746094
	Iteration 38Q: 3 clusters Score -4767966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4768062.000000 Penalty: 5294.746094
	Iteration 39Q: 3 clusters Score -4768062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4768154.500000 Penalty: 5294.746094
	Iteration 40F: 3 clusters Score -4768154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4768260.500000 Penalty: 5294.746094
	Iteration 41Q: 3 clusters Score -4768260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4768317.500000 Penalty: 5294.746094
	Iteration 42Q: 3 clusters Score -4768318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4768362.000000 Penalty: 5294.746094
	Iteration 43Q: 3 clusters Score -4768362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4768430.500000 Penalty: 5294.746094
	Iteration 44Q: 3 clusters Score -4768430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4768453.000000 Penalty: 5294.746094
	Iteration 45Q: 3 clusters Score -4768453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4768481.000000 Penalty: 5294.746094
	Iteration 46Q: 3 clusters Score -4768481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4768496.500000 Penalty: 5294.746094
	Iteration 47Q: 3 clusters Score -4768496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4768503.500000 Penalty: 5294.746094
	Iteration 48Q: 3 clusters Score -4768504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4768510.500000 Penalty: 5294.746094
	Iteration 49Q: 3 clusters Score -4768510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4768521.000000 Penalty: 5294.746094
	Iteration 50Q: 3 clusters Score -4768521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4768521.000000 Penalty: 5294.746094
	Iteration 51Q: 3 clusters Score -4768521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4768538.500000 Penalty: 5294.746094
	Iteration 52Q: 3 clusters Score -4768538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4768535.500000 Penalty: 5294.746094
	Iteration 53Q: 3 clusters Score -4768536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4768541.000000 Penalty: 5294.746094
	Iteration 54Q: 3 clusters Score -4768541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4768541.000000 Penalty: 5294.746094
	Iteration 55F: 3 clusters Score -4768541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (236332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236332 members 
Entering Unmasked Estep 
Score: -26453036.000000 Penalty: 3068.502197
	Iteration 0F: 2 clusters Score -2.645304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 118021 members 
Entering Unmasked Estep 
Score: -26304112.000000 Penalty: 6137.004395
	Iteration 0F: 3 clusters Score -2.630411e+07 nChanged 113852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123127 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -26371788.000000 Penalty: 6137.004395
	Iteration 1F: 3 clusters Score -2.637179e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126405 members 
Mstep: Class 2 contains 109927 members 
Entering Unmasked Estep 
Score: -26373962.000000 Penalty: 6137.004395
	Iteration 2Q: 3 clusters Score -2.637396e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -26376828.000000 Penalty: 6137.004395
	Iteration 3Q: 3 clusters Score -2.637683e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138323 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -26380508.000000 Penalty: 6137.004395
	Iteration 4Q: 3 clusters Score -2.638051e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148398 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -26386092.000000 Penalty: 6137.004395
	Iteration 5F: 3 clusters Score -2.638609e+07 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -26394898.000000 Penalty: 6137.004395
	Iteration 6F: 3 clusters Score -2.63949e+07 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179425 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -26408246.000000 Penalty: 6137.004395
	Iteration 7F: 3 clusters Score -2.640825e+07 nChanged 19168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198125 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -26424168.000000 Penalty: 6137.004395
	Iteration 8F: 3 clusters Score -2.642417e+07 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213867 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -26438774.000000 Penalty: 6137.004395
	Iteration 9F: 3 clusters Score -2.643877e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224382 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -26447234.000000 Penalty: 6137.004395
	Iteration 10Q: 3 clusters Score -2.644723e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229772 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -26449912.000000 Penalty: 6137.004395
	Iteration 11Q: 3 clusters Score -2.644991e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232114 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -26450762.000000 Penalty: 6137.004395
	Iteration 12Q: 3 clusters Score -2.645076e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233072 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -26451110.000000 Penalty: 6137.004395
	Iteration 13Q: 3 clusters Score -2.645111e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233525 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -26451276.000000 Penalty: 6137.004395
	Iteration 14Q: 3 clusters Score -2.645128e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233778 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -26451356.000000 Penalty: 6137.004395
	Iteration 15Q: 3 clusters Score -2.645136e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233948 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -26451378.000000 Penalty: 6137.004395
	Iteration 16Q: 3 clusters Score -2.645138e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234048 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -26451380.000000 Penalty: 6137.004395
	Iteration 17Q: 3 clusters Score -2.645138e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234133 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -26451398.000000 Penalty: 6137.004395
	Iteration 18Q: 3 clusters Score -2.64514e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234201 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -26451390.000000 Penalty: 6137.004395
	Iteration 19Q: 3 clusters Score -2.645139e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234240 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -26451400.000000 Penalty: 6137.004395
	Iteration 20F: 3 clusters Score -2.64514e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234280 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -26451358.000000 Penalty: 6137.004395
	Iteration 21Q: 3 clusters Score -2.645136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234310 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -26451356.000000 Penalty: 6137.004395
	Iteration 22Q: 3 clusters Score -2.645136e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234335 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -26451320.000000 Penalty: 6137.004395
	Iteration 23Q: 3 clusters Score -2.645132e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234349 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -26451320.000000 Penalty: 6137.004395
	Iteration 24Q: 3 clusters Score -2.645132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234360 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -26451330.000000 Penalty: 6137.004395
	Iteration 25Q: 3 clusters Score -2.645133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234377 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -26451318.000000 Penalty: 6137.004395
	Iteration 26Q: 3 clusters Score -2.645132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234394 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -26451330.000000 Penalty: 6137.004395
	Iteration 27Q: 3 clusters Score -2.645133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234415 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -26451330.000000 Penalty: 6137.004395
	Iteration 28Q: 3 clusters Score -2.645133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234430 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -26451338.000000 Penalty: 6137.004395
	Iteration 29Q: 3 clusters Score -2.645134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234439 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -26451326.000000 Penalty: 6137.004395
	Iteration 30Q: 3 clusters Score -2.645133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234435 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -26451324.000000 Penalty: 6137.004395
	Iteration 31Q: 3 clusters Score -2.645132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234436 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -26451340.000000 Penalty: 6137.004395
	Iteration 32Q: 3 clusters Score -2.645134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234443 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -26451338.000000 Penalty: 6137.004395
	Iteration 33Q: 3 clusters Score -2.645134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234455 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -26451334.000000 Penalty: 6137.004395
	Iteration 34Q: 3 clusters Score -2.645133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234464 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -26451356.000000 Penalty: 6137.004395
	Iteration 35Q: 3 clusters Score -2.645136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234471 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -26451386.000000 Penalty: 6137.004395
	Iteration 36Q: 3 clusters Score -2.645139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234481 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26451388.000000 Penalty: 6137.004395
	Iteration 37Q: 3 clusters Score -2.645139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234487 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -26451376.000000 Penalty: 6137.004395
	Iteration 38Q: 3 clusters Score -2.645138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234494 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -26451400.000000 Penalty: 6137.004395
	Iteration 39Q: 3 clusters Score -2.64514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234496 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -26451370.000000 Penalty: 6137.004395
	Iteration 40F: 3 clusters Score -2.645137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234499 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -26451358.000000 Penalty: 6137.004395
	Iteration 41Q: 3 clusters Score -2.645136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234502 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -26451374.000000 Penalty: 6137.004395
	Iteration 42Q: 3 clusters Score -2.645137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234502 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -26451374.000000 Penalty: 6137.004395
	Iteration 43Q: 3 clusters Score -2.645137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234503 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -26451374.000000 Penalty: 6137.004395
	Iteration 44Q: 3 clusters Score -2.645137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234504 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -26451376.000000 Penalty: 6137.004395
	Iteration 45Q: 3 clusters Score -2.645138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234505 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -26451376.000000 Penalty: 6137.004395
	Iteration 46Q: 3 clusters Score -2.645138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234506 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -26451364.000000 Penalty: 6137.004395
	Iteration 47Q: 3 clusters Score -2.645136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234506 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -26451364.000000 Penalty: 6137.004395
	Iteration 48F: 3 clusters Score -2.645136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Entering Unmasked Estep 
Score: -4391461.500000 Penalty: 2619.168457
	Iteration 0F: 2 clusters Score -4391462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4365262.000000 Penalty: 5238.336914
	Iteration 0F: 3 clusters Score -4365262 nChanged 17703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4374930.500000 Penalty: 5238.336914
	Iteration 1F: 3 clusters Score -4374930 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4375554.000000 Penalty: 5238.336914
	Iteration 2Q: 3 clusters Score -4375554 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4376231.000000 Penalty: 5238.336914
	Iteration 3Q: 3 clusters Score -4376231 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4377155.000000 Penalty: 5238.336914
	Iteration 4Q: 3 clusters Score -4377155 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4378363.500000 Penalty: 5238.336914
	Iteration 5F: 3 clusters Score -4378364 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4379986.000000 Penalty: 5238.336914
	Iteration 6F: 3 clusters Score -4379986 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4382169.000000 Penalty: 5238.336914
	Iteration 7F: 3 clusters Score -4382169 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4384459.000000 Penalty: 5238.336914
	Iteration 8F: 3 clusters Score -4384459 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4386308.500000 Penalty: 5238.336914
	Iteration 9F: 3 clusters Score -4386308 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4387189.000000 Penalty: 5238.336914
	Iteration 10Q: 3 clusters Score -4387189 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4387557.000000 Penalty: 5238.336914
	Iteration 11Q: 3 clusters Score -4387557 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4387774.500000 Penalty: 5238.336914
	Iteration 12Q: 3 clusters Score -4387774 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4387911.500000 Penalty: 5238.336914
	Iteration 13Q: 3 clusters Score -4387912 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4388032.000000 Penalty: 5238.336914
	Iteration 14Q: 3 clusters Score -4388032 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4388136.500000 Penalty: 5238.336914
	Iteration 15Q: 3 clusters Score -4388136 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4388236.500000 Penalty: 5238.336914
	Iteration 16Q: 3 clusters Score -4388236 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -4388334.000000 Penalty: 5238.336914
	Iteration 17Q: 3 clusters Score -4388334 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4388434.500000 Penalty: 5238.336914
	Iteration 18Q: 3 clusters Score -4388434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4388483.000000 Penalty: 5238.336914
	Iteration 19Q: 3 clusters Score -4388483 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4388571.000000 Penalty: 5238.336914
	Iteration 20F: 3 clusters Score -4388571 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4388623.000000 Penalty: 5238.336914
	Iteration 21Q: 3 clusters Score -4388623 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4388705.500000 Penalty: 5238.336914
	Iteration 22Q: 3 clusters Score -4388706 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4388766.000000 Penalty: 5238.336914
	Iteration 23Q: 3 clusters Score -4388766 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4388822.500000 Penalty: 5238.336914
	Iteration 24Q: 3 clusters Score -4388822 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -4388856.000000 Penalty: 5238.336914
	Iteration 25Q: 3 clusters Score -4388856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4388893.500000 Penalty: 5238.336914
	Iteration 26Q: 3 clusters Score -4388894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4388919.500000 Penalty: 5238.336914
	Iteration 27Q: 3 clusters Score -4388920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4388961.500000 Penalty: 5238.336914
	Iteration 28Q: 3 clusters Score -4388962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4388990.500000 Penalty: 5238.336914
	Iteration 29Q: 3 clusters Score -4388990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4389029.500000 Penalty: 5238.336914
	Iteration 30Q: 3 clusters Score -4389030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4389078.000000 Penalty: 5238.336914
	Iteration 31Q: 3 clusters Score -4389078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4389095.000000 Penalty: 5238.336914
	Iteration 32Q: 3 clusters Score -4389095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4389119.500000 Penalty: 5238.336914
	Iteration 33Q: 3 clusters Score -4389120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4389158.500000 Penalty: 5238.336914
	Iteration 34Q: 3 clusters Score -4389158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4389185.000000 Penalty: 5238.336914
	Iteration 35Q: 3 clusters Score -4389185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -4389191.000000 Penalty: 5238.336914
	Iteration 36Q: 3 clusters Score -4389191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4389204.000000 Penalty: 5238.336914
	Iteration 37Q: 3 clusters Score -4389204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -4389216.000000 Penalty: 5238.336914
	Iteration 38Q: 3 clusters Score -4389216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4389232.500000 Penalty: 5238.336914
	Iteration 39Q: 3 clusters Score -4389232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -4389260.500000 Penalty: 5238.336914
	Iteration 40F: 3 clusters Score -4389260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -4389256.500000 Penalty: 5238.336914
	Iteration 41Q: 3 clusters Score -4389256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4389257.000000 Penalty: 5238.336914
	Iteration 42Q: 3 clusters Score -4389257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4389272.000000 Penalty: 5238.336914
	Iteration 43Q: 3 clusters Score -4389272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -4389283.500000 Penalty: 5238.336914
	Iteration 44Q: 3 clusters Score -4389284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4389299.000000 Penalty: 5238.336914
	Iteration 45Q: 3 clusters Score -4389299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4389306.500000 Penalty: 5238.336914
	Iteration 46Q: 3 clusters Score -4389306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4389320.000000 Penalty: 5238.336914
	Iteration 47Q: 3 clusters Score -4389320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4389317.500000 Penalty: 5238.336914
	Iteration 48Q: 3 clusters Score -4389318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -4389318.000000 Penalty: 5238.336914
	Iteration 49Q: 3 clusters Score -4389318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -4389328.500000 Penalty: 5238.336914
	Iteration 50Q: 3 clusters Score -4389328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4389334.500000 Penalty: 5238.336914
	Iteration 51Q: 3 clusters Score -4389334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4389338.500000 Penalty: 5238.336914
	Iteration 52Q: 3 clusters Score -4389338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4389354.500000 Penalty: 5238.336914
	Iteration 53Q: 3 clusters Score -4389354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4389364.000000 Penalty: 5238.336914
	Iteration 54Q: 3 clusters Score -4389364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4389388.000000 Penalty: 5238.336914
	Iteration 55Q: 3 clusters Score -4389388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4389393.000000 Penalty: 5238.336914
	Iteration 56Q: 3 clusters Score -4389393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -4389394.500000 Penalty: 5238.336914
	Iteration 57Q: 3 clusters Score -4389394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -4389405.000000 Penalty: 5238.336914
	Iteration 58Q: 3 clusters Score -4389405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -4389413.000000 Penalty: 5238.336914
	Iteration 59Q: 3 clusters Score -4389413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4389412.000000 Penalty: 5238.336914
	Iteration 60F: 3 clusters Score -4389412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4389413.500000 Penalty: 5238.336914
	Iteration 61Q: 3 clusters Score -4389414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4389415.500000 Penalty: 5238.336914
	Iteration 62Q: 3 clusters Score -4389416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4389414.500000 Penalty: 5238.336914
	Iteration 63Q: 3 clusters Score -4389414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -4389419.500000 Penalty: 5238.336914
	Iteration 64Q: 3 clusters Score -4389420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -4389415.000000 Penalty: 5238.336914
	Iteration 65Q: 3 clusters Score -4389415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4389416.500000 Penalty: 5238.336914
	Iteration 66Q: 3 clusters Score -4389416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -4389415.500000 Penalty: 5238.336914
	Iteration 67Q: 3 clusters Score -4389416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -4389427.500000 Penalty: 5238.336914
	Iteration 68Q: 3 clusters Score -4389428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4389425.500000 Penalty: 5238.336914
	Iteration 69Q: 3 clusters Score -4389426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -4389439.000000 Penalty: 5238.336914
	Iteration 70Q: 3 clusters Score -4389439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -4389435.500000 Penalty: 5238.336914
	Iteration 71Q: 3 clusters Score -4389436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4389449.000000 Penalty: 5238.336914
	Iteration 72Q: 3 clusters Score -4389449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4389446.000000 Penalty: 5238.336914
	Iteration 73Q: 3 clusters Score -4389446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4389444.000000 Penalty: 5238.336914
	Iteration 74Q: 3 clusters Score -4389444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4389455.500000 Penalty: 5238.336914
	Iteration 75Q: 3 clusters Score -4389456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4389455.500000 Penalty: 5238.336914
	Iteration 76Q: 3 clusters Score -4389456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4389460.500000 Penalty: 5238.336914
	Iteration 77Q: 3 clusters Score -4389460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4389462.500000 Penalty: 5238.336914
	Iteration 78Q: 3 clusters Score -4389462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4389463.000000 Penalty: 5238.336914
	Iteration 79Q: 3 clusters Score -4389463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4389463.000000 Penalty: 5238.336914
	Iteration 80F: 3 clusters Score -4389463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Entering Unmasked Estep 
Score: -2157682.000000 Penalty: 2444.113281
	Iteration 0F: 2 clusters Score -2157682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2144239.250000 Penalty: 4888.226562
	Iteration 0F: 3 clusters Score -2144239 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2148565.250000 Penalty: 4888.226562
	Iteration 1F: 3 clusters Score -2148565 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2149053.000000 Penalty: 4888.226562
	Iteration 2F: 3 clusters Score -2149053 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2149613.500000 Penalty: 4888.226562
	Iteration 3F: 3 clusters Score -2149614 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2150347.250000 Penalty: 4888.226562
	Iteration 4F: 3 clusters Score -2150347 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2151121.000000 Penalty: 4888.226562
	Iteration 5F: 3 clusters Score -2151121 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2151912.000000 Penalty: 4888.226562
	Iteration 6F: 3 clusters Score -2151912 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2152777.750000 Penalty: 4888.226562
	Iteration 7F: 3 clusters Score -2152778 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2153636.750000 Penalty: 4888.226562
	Iteration 8F: 3 clusters Score -2153637 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2154391.000000 Penalty: 4888.226562
	Iteration 9F: 3 clusters Score -2154391 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2155015.500000 Penalty: 4888.226562
	Iteration 10Q: 3 clusters Score -2155016 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2155506.000000 Penalty: 4888.226562
	Iteration 11Q: 3 clusters Score -2155506 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2155777.750000 Penalty: 4888.226562
	Iteration 12Q: 3 clusters Score -2155778 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2155925.750000 Penalty: 4888.226562
	Iteration 13Q: 3 clusters Score -2155926 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2156015.750000 Penalty: 4888.226562
	Iteration 14Q: 3 clusters Score -2156016 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2156069.750000 Penalty: 4888.226562
	Iteration 15Q: 3 clusters Score -2156070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2156101.000000 Penalty: 4888.226562
	Iteration 16Q: 3 clusters Score -2156101 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2156147.250000 Penalty: 4888.226562
	Iteration 17Q: 3 clusters Score -2156147 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2156172.750000 Penalty: 4888.226562
	Iteration 18Q: 3 clusters Score -2156173 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2156199.000000 Penalty: 4888.226562
	Iteration 19Q: 3 clusters Score -2156199 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2156223.500000 Penalty: 4888.226562
	Iteration 20F: 3 clusters Score -2156224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2156248.500000 Penalty: 4888.226562
	Iteration 21Q: 3 clusters Score -2156248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2156271.500000 Penalty: 4888.226562
	Iteration 22Q: 3 clusters Score -2156272 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2156296.750000 Penalty: 4888.226562
	Iteration 23Q: 3 clusters Score -2156297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2156322.750000 Penalty: 4888.226562
	Iteration 24Q: 3 clusters Score -2156323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2156342.250000 Penalty: 4888.226562
	Iteration 25Q: 3 clusters Score -2156342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2156354.750000 Penalty: 4888.226562
	Iteration 26Q: 3 clusters Score -2156355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2156367.500000 Penalty: 4888.226562
	Iteration 27Q: 3 clusters Score -2156368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2156375.250000 Penalty: 4888.226562
	Iteration 28Q: 3 clusters Score -2156375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2156392.250000 Penalty: 4888.226562
	Iteration 29Q: 3 clusters Score -2156392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2156396.250000 Penalty: 4888.226562
	Iteration 30Q: 3 clusters Score -2156396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2156403.500000 Penalty: 4888.226562
	Iteration 31Q: 3 clusters Score -2156404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2156410.250000 Penalty: 4888.226562
	Iteration 32Q: 3 clusters Score -2156410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2156420.750000 Penalty: 4888.226562
	Iteration 33Q: 3 clusters Score -2156421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2156427.000000 Penalty: 4888.226562
	Iteration 34Q: 3 clusters Score -2156427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2156434.500000 Penalty: 4888.226562
	Iteration 35Q: 3 clusters Score -2156434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2156446.750000 Penalty: 4888.226562
	Iteration 36Q: 3 clusters Score -2156447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2156447.500000 Penalty: 4888.226562
	Iteration 37Q: 3 clusters Score -2156448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2156452.250000 Penalty: 4888.226562
	Iteration 38Q: 3 clusters Score -2156452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2156455.500000 Penalty: 4888.226562
	Iteration 39Q: 3 clusters Score -2156456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2156461.750000 Penalty: 4888.226562
	Iteration 40F: 3 clusters Score -2156462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2156462.750000 Penalty: 4888.226562
	Iteration 41Q: 3 clusters Score -2156463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2156466.750000 Penalty: 4888.226562
	Iteration 42Q: 3 clusters Score -2156467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2156468.250000 Penalty: 4888.226562
	Iteration 43Q: 3 clusters Score -2156468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2156476.750000 Penalty: 4888.226562
	Iteration 44Q: 3 clusters Score -2156477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2156474.500000 Penalty: 4888.226562
	Iteration 45Q: 3 clusters Score -2156474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2156475.000000 Penalty: 4888.226562
	Iteration 46Q: 3 clusters Score -2156475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2156475.250000 Penalty: 4888.226562
	Iteration 47Q: 3 clusters Score -2156475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2156475.250000 Penalty: 4888.226562
	Iteration 48F: 3 clusters Score -2156475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -960601.000000 Penalty: 2242.367188
	Iteration 0F: 2 clusters Score -960601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -953896.812500 Penalty: 4484.734375
	Iteration 0F: 3 clusters Score -953896.8 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -955744.500000 Penalty: 4484.734375
	Iteration 1F: 3 clusters Score -955744.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -956011.687500 Penalty: 4484.734375
	Iteration 2F: 3 clusters Score -956011.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -956169.937500 Penalty: 4484.734375
	Iteration 3Q: 3 clusters Score -956169.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -956291.562500 Penalty: 4484.734375
	Iteration 4Q: 3 clusters Score -956291.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -956392.062500 Penalty: 4484.734375
	Iteration 5Q: 3 clusters Score -956392.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -956474.062500 Penalty: 4484.734375
	Iteration 6Q: 3 clusters Score -956474.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -956556.750000 Penalty: 4484.734375
	Iteration 7Q: 3 clusters Score -956556.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -956654.187500 Penalty: 4484.734375
	Iteration 8Q: 3 clusters Score -956654.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -956779.375000 Penalty: 4484.734375
	Iteration 9Q: 3 clusters Score -956779.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -956922.375000 Penalty: 4484.734375
	Iteration 10Q: 3 clusters Score -956922.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -957078.750000 Penalty: 4484.734375
	Iteration 11Q: 3 clusters Score -957078.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -957262.312500 Penalty: 4484.734375
	Iteration 12Q: 3 clusters Score -957262.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -957490.250000 Penalty: 4484.734375
	Iteration 13Q: 3 clusters Score -957490.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -957720.375000 Penalty: 4484.734375
	Iteration 14Q: 3 clusters Score -957720.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -957972.562500 Penalty: 4484.734375
	Iteration 15Q: 3 clusters Score -957972.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -958221.500000 Penalty: 4484.734375
	Iteration 16Q: 3 clusters Score -958221.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -958432.312500 Penalty: 4484.734375
	Iteration 17Q: 3 clusters Score -958432.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -958554.375000 Penalty: 4484.734375
	Iteration 18Q: 3 clusters Score -958554.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -958629.000000 Penalty: 4484.734375
	Iteration 19Q: 3 clusters Score -958629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -958666.000000 Penalty: 4484.734375
	Iteration 20F: 3 clusters Score -958666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -958699.437500 Penalty: 4484.734375
	Iteration 21Q: 3 clusters Score -958699.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -958726.500000 Penalty: 4484.734375
	Iteration 22Q: 3 clusters Score -958726.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -958736.375000 Penalty: 4484.734375
	Iteration 23Q: 3 clusters Score -958736.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -958747.687500 Penalty: 4484.734375
	Iteration 24Q: 3 clusters Score -958747.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -958756.937500 Penalty: 4484.734375
	Iteration 25Q: 3 clusters Score -958756.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -958766.500000 Penalty: 4484.734375
	Iteration 26Q: 3 clusters Score -958766.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -958770.437500 Penalty: 4484.734375
	Iteration 27Q: 3 clusters Score -958770.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -958775.125000 Penalty: 4484.734375
	Iteration 28Q: 3 clusters Score -958775.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -958779.250000 Penalty: 4484.734375
	Iteration 29Q: 3 clusters Score -958779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -958779.625000 Penalty: 4484.734375
	Iteration 30Q: 3 clusters Score -958779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -958779.750000 Penalty: 4484.734375
	Iteration 31Q: 3 clusters Score -958779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -958782.625000 Penalty: 4484.734375
	Iteration 32Q: 3 clusters Score -958782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -958785.312500 Penalty: 4484.734375
	Iteration 33Q: 3 clusters Score -958785.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -958788.125000 Penalty: 4484.734375
	Iteration 34Q: 3 clusters Score -958788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -958789.250000 Penalty: 4484.734375
	Iteration 35Q: 3 clusters Score -958789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -958791.937500 Penalty: 4484.734375
	Iteration 36Q: 3 clusters Score -958791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -958793.375000 Penalty: 4484.734375
	Iteration 37Q: 3 clusters Score -958793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -958795.375000 Penalty: 4484.734375
	Iteration 38Q: 3 clusters Score -958795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -958798.562500 Penalty: 4484.734375
	Iteration 39Q: 3 clusters Score -958798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -958797.062500 Penalty: 4484.734375
	Iteration 40F: 3 clusters Score -958797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -958798.062500 Penalty: 4484.734375
	Iteration 41Q: 3 clusters Score -958798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -958798.187500 Penalty: 4484.734375
	Iteration 42Q: 3 clusters Score -958798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -958798.187500 Penalty: 4484.734375
	Iteration 43F: 3 clusters Score -958798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Entering Unmasked Estep 
Score: -4196075.000000 Penalty: 2608.764893
	Iteration 0F: 2 clusters Score -4196075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4170948.500000 Penalty: 5217.529785
	Iteration 0F: 3 clusters Score -4170948 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4180218.500000 Penalty: 5217.529785
	Iteration 1F: 3 clusters Score -4180218 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4181228.000000 Penalty: 5217.529785
	Iteration 2F: 3 clusters Score -4181228 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4183011.000000 Penalty: 5217.529785
	Iteration 3F: 3 clusters Score -4183011 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4185503.500000 Penalty: 5217.529785
	Iteration 4F: 3 clusters Score -4185504 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4188397.750000 Penalty: 5217.529785
	Iteration 5F: 3 clusters Score -4188398 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4190989.000000 Penalty: 5217.529785
	Iteration 6F: 3 clusters Score -4190989 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4192967.750000 Penalty: 5217.529785
	Iteration 7F: 3 clusters Score -4192968 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -4194203.750000 Penalty: 5217.529785
	Iteration 8Q: 3 clusters Score -4194204 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4194742.000000 Penalty: 5217.529785
	Iteration 9Q: 3 clusters Score -4194742 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4194995.000000 Penalty: 5217.529785
	Iteration 10Q: 3 clusters Score -4194995 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4195124.000000 Penalty: 5217.529785
	Iteration 11Q: 3 clusters Score -4195124 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -4195255.500000 Penalty: 5217.529785
	Iteration 12Q: 3 clusters Score -4195256 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4195346.500000 Penalty: 5217.529785
	Iteration 13Q: 3 clusters Score -4195346 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4195416.500000 Penalty: 5217.529785
	Iteration 14Q: 3 clusters Score -4195416 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4195481.500000 Penalty: 5217.529785
	Iteration 15Q: 3 clusters Score -4195482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4195517.500000 Penalty: 5217.529785
	Iteration 16Q: 3 clusters Score -4195518 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4195574.000000 Penalty: 5217.529785
	Iteration 17Q: 3 clusters Score -4195574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4195607.000000 Penalty: 5217.529785
	Iteration 18Q: 3 clusters Score -4195607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4195634.000000 Penalty: 5217.529785
	Iteration 19Q: 3 clusters Score -4195634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4195664.500000 Penalty: 5217.529785
	Iteration 20F: 3 clusters Score -4195664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4195687.000000 Penalty: 5217.529785
	Iteration 21Q: 3 clusters Score -4195687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4195705.000000 Penalty: 5217.529785
	Iteration 22Q: 3 clusters Score -4195705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4195724.000000 Penalty: 5217.529785
	Iteration 23Q: 3 clusters Score -4195724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4195720.500000 Penalty: 5217.529785
	Iteration 24Q: 3 clusters Score -4195720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4195732.500000 Penalty: 5217.529785
	Iteration 25Q: 3 clusters Score -4195732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4195744.500000 Penalty: 5217.529785
	Iteration 26Q: 3 clusters Score -4195744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4195750.000000 Penalty: 5217.529785
	Iteration 27Q: 3 clusters Score -4195750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4195752.000000 Penalty: 5217.529785
	Iteration 28Q: 3 clusters Score -4195752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4195757.000000 Penalty: 5217.529785
	Iteration 29Q: 3 clusters Score -4195757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4195757.000000 Penalty: 5217.529785
	Iteration 30Q: 3 clusters Score -4195757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4195761.000000 Penalty: 5217.529785
	Iteration 31Q: 3 clusters Score -4195761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4195762.500000 Penalty: 5217.529785
	Iteration 32Q: 3 clusters Score -4195762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4195765.000000 Penalty: 5217.529785
	Iteration 33Q: 3 clusters Score -4195765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4195764.500000 Penalty: 5217.529785
	Iteration 34Q: 3 clusters Score -4195764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4195765.000000 Penalty: 5217.529785
	Iteration 35Q: 3 clusters Score -4195765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4195763.500000 Penalty: 5217.529785
	Iteration 36Q: 3 clusters Score -4195764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4195769.000000 Penalty: 5217.529785
	Iteration 37Q: 3 clusters Score -4195769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4195772.000000 Penalty: 5217.529785
	Iteration 38Q: 3 clusters Score -4195772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4195768.500000 Penalty: 5217.529785
	Iteration 39Q: 3 clusters Score -4195768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4195776.000000 Penalty: 5217.529785
	Iteration 40F: 3 clusters Score -4195776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4195776.000000 Penalty: 5217.529785
	Iteration 41Q: 3 clusters Score -4195776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4195775.000000 Penalty: 5217.529785
	Iteration 42Q: 3 clusters Score -4195775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4195774.000000 Penalty: 5217.529785
	Iteration 43Q: 3 clusters Score -4195774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4195774.000000 Penalty: 5217.529785
	Iteration 44Q: 3 clusters Score -4195774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4195775.000000 Penalty: 5217.529785
	Iteration 45Q: 3 clusters Score -4195775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4195773.000000 Penalty: 5217.529785
	Iteration 46Q: 3 clusters Score -4195773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4195767.000000 Penalty: 5217.529785
	Iteration 47Q: 3 clusters Score -4195767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4195770.000000 Penalty: 5217.529785
	Iteration 48Q: 3 clusters Score -4195770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4195770.500000 Penalty: 5217.529785
	Iteration 49Q: 3 clusters Score -4195770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4195766.500000 Penalty: 5217.529785
	Iteration 50Q: 3 clusters Score -4195766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4195768.000000 Penalty: 5217.529785
	Iteration 51Q: 3 clusters Score -4195768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4195773.500000 Penalty: 5217.529785
	Iteration 52Q: 3 clusters Score -4195774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4195773.500000 Penalty: 5217.529785
	Iteration 53Q: 3 clusters Score -4195774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4195773.500000 Penalty: 5217.529785
	Iteration 54Q: 3 clusters Score -4195774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4195772.000000 Penalty: 5217.529785
	Iteration 55Q: 3 clusters Score -4195772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4195769.500000 Penalty: 5217.529785
	Iteration 56Q: 3 clusters Score -4195770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4195769.500000 Penalty: 5217.529785
	Iteration 57F: 3 clusters Score -4195770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Entering Unmasked Estep 
Score: -1019686.062500 Penalty: 2257.372803
	Iteration 0F: 2 clusters Score -1019686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1012621.375000 Penalty: 4514.745605
	Iteration 0F: 3 clusters Score -1012621 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1014605.437500 Penalty: 4514.745605
	Iteration 1F: 3 clusters Score -1014605 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1014946.750000 Penalty: 4514.745605
	Iteration 2F: 3 clusters Score -1014947 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1015228.625000 Penalty: 4514.745605
	Iteration 3F: 3 clusters Score -1015229 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1015453.812500 Penalty: 4514.745605
	Iteration 4Q: 3 clusters Score -1015454 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1015644.062500 Penalty: 4514.745605
	Iteration 5Q: 3 clusters Score -1015644 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1015837.187500 Penalty: 4514.745605
	Iteration 6Q: 3 clusters Score -1015837 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1016017.500000 Penalty: 4514.745605
	Iteration 7Q: 3 clusters Score -1016018 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1016168.187500 Penalty: 4514.745605
	Iteration 8Q: 3 clusters Score -1016168 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1016341.500000 Penalty: 4514.745605
	Iteration 9Q: 3 clusters Score -1016342 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1016505.937500 Penalty: 4514.745605
	Iteration 10Q: 3 clusters Score -1016506 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1016653.125000 Penalty: 4514.745605
	Iteration 11Q: 3 clusters Score -1016653 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1016798.937500 Penalty: 4514.745605
	Iteration 12Q: 3 clusters Score -1016799 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1016952.187500 Penalty: 4514.745605
	Iteration 13Q: 3 clusters Score -1016952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1017089.937500 Penalty: 4514.745605
	Iteration 14Q: 3 clusters Score -1017090 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1017216.125000 Penalty: 4514.745605
	Iteration 15Q: 3 clusters Score -1017216 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1017317.125000 Penalty: 4514.745605
	Iteration 16Q: 3 clusters Score -1017317 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1017426.187500 Penalty: 4514.745605
	Iteration 17Q: 3 clusters Score -1017426 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1017520.750000 Penalty: 4514.745605
	Iteration 18Q: 3 clusters Score -1017521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1017602.937500 Penalty: 4514.745605
	Iteration 19Q: 3 clusters Score -1017603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1017657.750000 Penalty: 4514.745605
	Iteration 20F: 3 clusters Score -1017658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1017707.500000 Penalty: 4514.745605
	Iteration 21Q: 3 clusters Score -1017708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1017750.250000 Penalty: 4514.745605
	Iteration 22Q: 3 clusters Score -1017750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1017786.562500 Penalty: 4514.745605
	Iteration 23Q: 3 clusters Score -1017787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1017813.750000 Penalty: 4514.745605
	Iteration 24Q: 3 clusters Score -1017814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1017848.187500 Penalty: 4514.745605
	Iteration 25Q: 3 clusters Score -1017848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1017868.437500 Penalty: 4514.745605
	Iteration 26Q: 3 clusters Score -1017868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1017888.812500 Penalty: 4514.745605
	Iteration 27Q: 3 clusters Score -1017889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1017903.750000 Penalty: 4514.745605
	Iteration 28Q: 3 clusters Score -1017904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1017923.625000 Penalty: 4514.745605
	Iteration 29Q: 3 clusters Score -1017924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1017943.312500 Penalty: 4514.745605
	Iteration 30Q: 3 clusters Score -1017943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1017960.750000 Penalty: 4514.745605
	Iteration 31Q: 3 clusters Score -1017961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1017975.500000 Penalty: 4514.745605
	Iteration 32Q: 3 clusters Score -1017976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1017989.062500 Penalty: 4514.745605
	Iteration 33Q: 3 clusters Score -1017989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1017994.375000 Penalty: 4514.745605
	Iteration 34Q: 3 clusters Score -1017994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1017999.875000 Penalty: 4514.745605
	Iteration 35Q: 3 clusters Score -1018000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1018003.812500 Penalty: 4514.745605
	Iteration 36Q: 3 clusters Score -1018004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1018014.437500 Penalty: 4514.745605
	Iteration 37Q: 3 clusters Score -1018014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1018017.687500 Penalty: 4514.745605
	Iteration 38Q: 3 clusters Score -1018018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1018022.750000 Penalty: 4514.745605
	Iteration 39Q: 3 clusters Score -1018023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1018028.187500 Penalty: 4514.745605
	Iteration 40F: 3 clusters Score -1018028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1018030.562500 Penalty: 4514.745605
	Iteration 41Q: 3 clusters Score -1018031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1018033.000000 Penalty: 4514.745605
	Iteration 42Q: 3 clusters Score -1018033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1018033.687500 Penalty: 4514.745605
	Iteration 43Q: 3 clusters Score -1018034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1018033.750000 Penalty: 4514.745605
	Iteration 44Q: 3 clusters Score -1018034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1018036.187500 Penalty: 4514.745605
	Iteration 45Q: 3 clusters Score -1018036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1018041.250000 Penalty: 4514.745605
	Iteration 46Q: 3 clusters Score -1018041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1018043.437500 Penalty: 4514.745605
	Iteration 47Q: 3 clusters Score -1018043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1018045.125000 Penalty: 4514.745605
	Iteration 48Q: 3 clusters Score -1018045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1018047.750000 Penalty: 4514.745605
	Iteration 49Q: 3 clusters Score -1018048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1018048.750000 Penalty: 4514.745605
	Iteration 50Q: 3 clusters Score -1018049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1018049.000000 Penalty: 4514.745605
	Iteration 51Q: 3 clusters Score -1018049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1018049.000000 Penalty: 4514.745605
	Iteration 52F: 3 clusters Score -1018049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253040 members 
Entering Unmasked Estep 
Score: -28537302.000000 Penalty: 3085.443115
	Iteration 0F: 2 clusters Score -2.85373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -28381084.000000 Penalty: 6170.886230
	Iteration 0F: 3 clusters Score -2.838108e+07 nChanged 122476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129146 members 
Mstep: Class 2 contains 123894 members 
Entering Unmasked Estep 
Score: -28452304.000000 Penalty: 6170.886230
	Iteration 1F: 3 clusters Score -2.84523e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 121668 members 
Entering Unmasked Estep 
Score: -28453298.000000 Penalty: 6170.886230
	Iteration 2Q: 3 clusters Score -2.84533e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134903 members 
Mstep: Class 2 contains 118137 members 
Entering Unmasked Estep 
Score: -28454760.000000 Penalty: 6170.886230
	Iteration 3Q: 3 clusters Score -2.845476e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
Score: -28456884.000000 Penalty: 6170.886230
	Iteration 4Q: 3 clusters Score -2.845688e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -28460520.000000 Penalty: 6170.886230
	Iteration 5Q: 3 clusters Score -2.846052e+07 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161112 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -28467754.000000 Penalty: 6170.886230
	Iteration 6F: 3 clusters Score -2.846775e+07 nChanged 17105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177683 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -28480176.000000 Penalty: 6170.886230
	Iteration 7F: 3 clusters Score -2.848018e+07 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196812 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -28496252.000000 Penalty: 6170.886230
	Iteration 8F: 3 clusters Score -2.849625e+07 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214665 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -28512462.000000 Penalty: 6170.886230
	Iteration 9F: 3 clusters Score -2.851246e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227651 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -28522568.000000 Penalty: 6170.886230
	Iteration 10F: 3 clusters Score -2.852257e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235921 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -28527472.000000 Penalty: 6170.886230
	Iteration 11Q: 3 clusters Score -2.852747e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241046 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -28529998.000000 Penalty: 6170.886230
	Iteration 12Q: 3 clusters Score -2.853e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244431 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -28531534.000000 Penalty: 6170.886230
	Iteration 13Q: 3 clusters Score -2.853153e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246706 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -28532404.000000 Penalty: 6170.886230
	Iteration 14Q: 3 clusters Score -2.85324e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248315 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -28533108.000000 Penalty: 6170.886230
	Iteration 15Q: 3 clusters Score -2.853311e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249480 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -28533544.000000 Penalty: 6170.886230
	Iteration 16Q: 3 clusters Score -2.853354e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250313 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -28533788.000000 Penalty: 6170.886230
	Iteration 17Q: 3 clusters Score -2.853379e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250891 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -28534028.000000 Penalty: 6170.886230
	Iteration 18Q: 3 clusters Score -2.853403e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251308 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -28534134.000000 Penalty: 6170.886230
	Iteration 19Q: 3 clusters Score -2.853413e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251583 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -28534256.000000 Penalty: 6170.886230
	Iteration 20F: 3 clusters Score -2.853426e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251772 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -28534398.000000 Penalty: 6170.886230
	Iteration 21Q: 3 clusters Score -2.85344e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251916 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -28534498.000000 Penalty: 6170.886230
	Iteration 22Q: 3 clusters Score -2.85345e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252031 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -28534562.000000 Penalty: 6170.886230
	Iteration 23Q: 3 clusters Score -2.853456e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252108 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -28534598.000000 Penalty: 6170.886230
	Iteration 24Q: 3 clusters Score -2.85346e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252162 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -28534656.000000 Penalty: 6170.886230
	Iteration 25Q: 3 clusters Score -2.853466e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252198 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -28534682.000000 Penalty: 6170.886230
	Iteration 26Q: 3 clusters Score -2.853468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252225 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -28534714.000000 Penalty: 6170.886230
	Iteration 27Q: 3 clusters Score -2.853471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252253 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -28534746.000000 Penalty: 6170.886230
	Iteration 28Q: 3 clusters Score -2.853475e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252271 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -28534758.000000 Penalty: 6170.886230
	Iteration 29Q: 3 clusters Score -2.853476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252281 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -28534772.000000 Penalty: 6170.886230
	Iteration 30Q: 3 clusters Score -2.853477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252292 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -28534744.000000 Penalty: 6170.886230
	Iteration 31Q: 3 clusters Score -2.853474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252297 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -28534736.000000 Penalty: 6170.886230
	Iteration 32Q: 3 clusters Score -2.853474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252302 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -28534758.000000 Penalty: 6170.886230
	Iteration 33Q: 3 clusters Score -2.853476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252305 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -28534740.000000 Penalty: 6170.886230
	Iteration 34Q: 3 clusters Score -2.853474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252308 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -28534748.000000 Penalty: 6170.886230
	Iteration 35Q: 3 clusters Score -2.853475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252309 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -28534750.000000 Penalty: 6170.886230
	Iteration 36Q: 3 clusters Score -2.853475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252310 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -28534740.000000 Penalty: 6170.886230
	Iteration 37Q: 3 clusters Score -2.853474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252313 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -28534756.000000 Penalty: 6170.886230
	Iteration 38Q: 3 clusters Score -2.853476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252314 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -28534754.000000 Penalty: 6170.886230
	Iteration 39Q: 3 clusters Score -2.853475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252314 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -28534754.000000 Penalty: 6170.886230
	Iteration 40F: 3 clusters Score -2.853475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -101995.312500 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -101995.3 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 515 members 
Entering Unmasked Estep 
Score: -100058.578125 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -100058.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100334.953125 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -100335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100430.046875 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -100430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -100481.539062 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -100481.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -100531.039062 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -100531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100560.117188 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -100560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100590.046875 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -100590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -100616.289062 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -100616.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100628.414062 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -100628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100633.226562 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -100633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100642.203125 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -100642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -100653.625000 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -100653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100658.398438 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -100658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -100664.773438 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -100664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100671.773438 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -100671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -100675.242188 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -100675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100676.609375 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -100676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -100679.281250 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -100679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100681.437500 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -100681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100681.437500 Penalty: 3419.756348
	Iteration 19F: 3 clusters Score -100681.4 nChanged 0
--- Evaluating fit on full set of 2406351 points ---
Entering Unmasked Estep 
Score: -265819296.000000 Penalty: 65592.328125
20->19 Clusters: Score -265819296.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 802117 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 39973 members 
Mstep: Class 3 contains 40264 members 
Mstep: Class 4 contains 40223 members 
Mstep: Class 5 contains 39844 members 
Mstep: Class 6 contains 40003 members 
Mstep: Class 7 contains 40513 members 
Mstep: Class 8 contains 39976 members 
Mstep: Class 9 contains 39950 members 
Mstep: Class 10 contains 39956 members 
Mstep: Class 11 contains 40138 members 
Mstep: Class 12 contains 39896 members 
Mstep: Class 13 contains 40044 members 
Mstep: Class 14 contains 40137 members 
Mstep: Class 15 contains 40435 members 
Mstep: Class 16 contains 40419 members 
Mstep: Class 17 contains 40118 members 
Mstep: Class 18 contains 39902 members 
Mstep: Class 19 contains 40068 members 
Mstep: Class 20 contains 40133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 883.189575 but Gain 3371.562500
Score: -85610400.000000 Penalty: 64059.687500
Iteration 0F: 20 clusters Score -8.56104e+07 nChanged 755731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1792 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 3 contains 69554 members 
Mstep: Class 4 contains 35930 members 
Mstep: Class 5 contains 21578 members 
Mstep: Class 6 contains 52693 members 
Mstep: Class 7 contains 66768 members 
Mstep: Class 8 contains 78738 members 
Mstep: Class 9 contains 19586 members 
Mstep: Class 10 contains 45365 members 
Mstep: Class 11 contains 18907 members 
Mstep: Class 12 contains 22036 members 
Mstep: Class 13 contains 17037 members 
Mstep: Class 14 contains 33013 members 
Mstep: Class 15 contains 38428 members 
Mstep: Class 16 contains 46415 members 
Mstep: Class 17 contains 38080 members 
Mstep: Class 18 contains 39885 members 
Mstep: Class 19 contains 26456 members 
Mstep: Class 20 contains 101080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87457704.000000 Penalty: 64059.687500
Iteration 1F: 20 clusters Score -8.74577e+07 nChanged 230778
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 3 contains 76749 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 16723 members 
Mstep: Class 6 contains 56257 members 
Mstep: Class 7 contains 80763 members 
Mstep: Class 8 contains 86717 members 
Mstep: Class 9 contains 15823 members 
Mstep: Class 10 contains 48569 members 
Mstep: Class 11 contains 12698 members 
Mstep: Class 12 contains 17250 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 30402 members 
Mstep: Class 15 contains 38870 members 
Mstep: Class 16 contains 42593 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 34859 members 
Mstep: Class 19 contains 20970 members 
Mstep: Class 20 contains 127369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87827392.000000 Penalty: 64059.687500
Iteration 2F: 20 clusters Score -8.782739e+07 nChanged 178946
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 3 contains 76869 members 
Mstep: Class 4 contains 41231 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 52441 members 
Mstep: Class 7 contains 89488 members 
Mstep: Class 8 contains 95180 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 10 contains 48098 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 25371 members 
Mstep: Class 15 contains 36417 members 
Mstep: Class 16 contains 35652 members 
Mstep: Class 17 contains 21600 members 
Mstep: Class 18 contains 27255 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 168663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88034712.000000 Penalty: 64059.687500
Iteration 3F: 20 clusters Score -8.803471e+07 nChanged 147979
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 3 contains 71171 members 
Mstep: Class 4 contains 46859 members 
Mstep: Class 5 contains 15343 members 
Mstep: Class 6 contains 43566 members 
Mstep: Class 7 contains 94708 members 
Mstep: Class 8 contains 101955 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 10 contains 44513 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 12 contains 9059 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 19713 members 
Mstep: Class 15 contains 33124 members 
Mstep: Class 16 contains 27460 members 
Mstep: Class 17 contains 15828 members 
Mstep: Class 18 contains 19442 members 
Mstep: Class 19 contains 9712 members 
Mstep: Class 20 contains 221335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88177792.000000 Penalty: 64059.687500
Iteration 4F: 20 clusters Score -8.817779e+07 nChanged 125068
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 3 contains 59958 members 
Mstep: Class 4 contains 50865 members 
Mstep: Class 5 contains 13120 members 
Mstep: Class 6 contains 32382 members 
Mstep: Class 7 contains 96716 members 
Mstep: Class 8 contains 105793 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 38906 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 7451 members 
Mstep: Class 13 contains 3025 members 
Mstep: Class 14 contains 14511 members 
Mstep: Class 15 contains 29991 members 
Mstep: Class 16 contains 19639 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 12742 members 
Mstep: Class 19 contains 6074 members 
Mstep: Class 20 contains 281312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88256616.000000 Penalty: 64059.687500
Iteration 5F: 20 clusters Score -8.825662e+07 nChanged 103660
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 3 contains 48300 members 
Mstep: Class 4 contains 54437 members 
Mstep: Class 5 contains 11024 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 98378 members 
Mstep: Class 8 contains 110671 members 
Mstep: Class 9 contains 4881 members 
Mstep: Class 10 contains 33820 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28845 members 
Mstep: Class 16 contains 13511 members 
Mstep: Class 17 contains 7895 members 
Mstep: Class 18 contains 8153 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 20 contains 324314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88292152.000000 Penalty: 64059.687500
Iteration 6F: 20 clusters Score -8.829215e+07 nChanged 79785
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 3 contains 38603 members 
Mstep: Class 4 contains 57681 members 
Mstep: Class 5 contains 9226 members 
Mstep: Class 6 contains 15259 members 
Mstep: Class 7 contains 101308 members 
Mstep: Class 8 contains 119655 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 10 contains 30239 members 
Mstep: Class 11 contains 2636 members 
Mstep: Class 12 contains 9428 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 29054 members 
Mstep: Class 16 contains 9189 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 5425 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 343610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2996.640625 but Gain 3371.562500
Score: -88317976.000000 Penalty: 60688.125000
Iteration 7F: 19 clusters Score -8.831798e+07 nChanged 67716
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 30865 members 
Mstep: Class 4 contains 61097 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 10398 members 
Mstep: Class 7 contains 104993 members 
Mstep: Class 8 contains 134115 members 
Mstep: Class 9 contains 4153 members 
Mstep: Class 10 contains 27765 members 
Mstep: Class 11 contains 2625 members 
Mstep: Class 12 contains 12027 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 29840 members 
Mstep: Class 16 contains 6201 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 3755 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 347292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2651.237793 but Gain 3371.562500
Score: -88353312.000000 Penalty: 57316.562500
Iteration 8F: 18 clusters Score -8.835331e+07 nChanged 57718
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 24501 members 
Mstep: Class 4 contains 61407 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 108895 members 
Mstep: Class 8 contains 152668 members 
Mstep: Class 9 contains 4005 members 
Mstep: Class 10 contains 25934 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 15063 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 30545 members 
Mstep: Class 16 contains 4145 members 
Mstep: Class 18 contains 2707 members 
Mstep: Class 19 contains 4840 members 
Mstep: Class 20 contains 340392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2096.083008 but Gain 3371.562500
Score: -88389744.000000 Penalty: 53945.000000
Iteration 9F: 17 clusters Score -8.838974e+07 nChanged 51745
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 59545 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 4734 members 
Mstep: Class 7 contains 111891 members 
Mstep: Class 8 contains 174190 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 24678 members 
Mstep: Class 11 contains 2631 members 
Mstep: Class 12 contains 18031 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 31126 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 326706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1934.531616 but Gain 3371.562500
Score: -88426744.000000 Penalty: 50573.437500
Iteration 10F: 16 clusters Score -8.842674e+07 nChanged 48119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 15768 members 
Mstep: Class 4 contains 56838 members 
Mstep: Class 5 contains 6587 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 114067 members 
Mstep: Class 8 contains 198214 members 
Mstep: Class 9 contains 4157 members 
Mstep: Class 10 contains 23343 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 21147 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 3571 members 
Mstep: Class 15 contains 31540 members 
Mstep: Class 19 contains 7234 members 
Mstep: Class 20 contains 308351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2484.176514 but Gain 3371.562500
Score: -88460800.000000 Penalty: 47201.875000
Iteration 11F: 15 clusters Score -8.84608e+07 nChanged 46042
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 53973 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 7 contains 115476 members 
Mstep: Class 8 contains 224011 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 22089 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 2775 members 
Mstep: Class 15 contains 32071 members 
Mstep: Class 19 contains 8553 members 
Mstep: Class 20 contains 287182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2583.897949 but Gain 3371.562500
Score: -88493632.000000 Penalty: 43830.312500
Iteration 12F: 14 clusters Score -8.849363e+07 nChanged 43500
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 10616 members 
Mstep: Class 4 contains 51505 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 7 contains 115670 members 
Mstep: Class 8 contains 250144 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 20648 members 
Mstep: Class 11 contains 2705 members 
Mstep: Class 12 contains 26761 members 
Mstep: Class 13 contains 6092 members 
Mstep: Class 15 contains 32489 members 
Mstep: Class 19 contains 9790 members 
Mstep: Class 20 contains 264514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88514824.000000 Penalty: 43830.312500
Iteration 13F: 14 clusters Score -8.851482e+07 nChanged 43047
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 8883 members 
Mstep: Class 4 contains 50413 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 7 contains 115617 members 
Mstep: Class 8 contains 275887 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 19355 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 15 contains 32944 members 
Mstep: Class 19 contains 10943 members 
Mstep: Class 20 contains 238745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88523024.000000 Penalty: 43830.312500
Iteration 14F: 14 clusters Score -8.852302e+07 nChanged 36169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 7520 members 
Mstep: Class 4 contains 50611 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 7 contains 115508 members 
Mstep: Class 8 contains 293305 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 17929 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 30414 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 15 contains 33335 members 
Mstep: Class 19 contains 11783 members 
Mstep: Class 20 contains 220578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88524224.000000 Penalty: 43830.312500
Iteration 15Q: 14 clusters Score -8.852422e+07 nChanged 28288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 6330 members 
Mstep: Class 4 contains 51106 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 7 contains 115021 members 
Mstep: Class 8 contains 301780 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 16318 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 31855 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 15 contains 33652 members 
Mstep: Class 19 contains 12208 members 
Mstep: Class 20 contains 212183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88523168.000000 Penalty: 43830.312500
Iteration 16Q: 14 clusters Score -8.852317e+07 nChanged 21664
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 5425 members 
Mstep: Class 4 contains 51332 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 7 contains 114728 members 
Mstep: Class 8 contains 305234 members 
Mstep: Class 9 contains 5689 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 33161 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 15 contains 34149 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 208520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88524376.000000 Penalty: 43830.312500
Iteration 17Q: 14 clusters Score -8.852438e+07 nChanged 16890
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 51229 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 7 contains 114512 members 
Mstep: Class 8 contains 305612 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 34304 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 15 contains 34704 members 
Mstep: Class 19 contains 12602 members 
Mstep: Class 20 contains 208170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88525976.000000 Penalty: 43830.312500
Iteration 18Q: 14 clusters Score -8.852598e+07 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 50897 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 7 contains 114374 members 
Mstep: Class 8 contains 304055 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 12723 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 15 contains 35267 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 209826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88528760.000000 Penalty: 43830.312500
Iteration 19Q: 14 clusters Score -8.852876e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 50446 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 7 contains 114232 members 
Mstep: Class 8 contains 301426 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 11850 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 36139 members 
Mstep: Class 13 contains 7485 members 
Mstep: Class 15 contains 35824 members 
Mstep: Class 19 contains 12585 members 
Mstep: Class 20 contains 212777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88531192.000000 Penalty: 43830.312500
Iteration 20F: 14 clusters Score -8.853119e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 49963 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 7 contains 114083 members 
Mstep: Class 8 contains 298083 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 36834 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 15 contains 36284 members 
Mstep: Class 19 contains 12469 members 
Mstep: Class 20 contains 216650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88534440.000000 Penalty: 43830.312500
Iteration 21Q: 14 clusters Score -8.853444e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 49443 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 7 contains 113955 members 
Mstep: Class 8 contains 294449 members 
Mstep: Class 9 contains 6015 members 
Mstep: Class 10 contains 10460 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 37377 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 15 contains 36656 members 
Mstep: Class 19 contains 12304 members 
Mstep: Class 20 contains 221003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88537400.000000 Penalty: 43830.312500
Iteration 22Q: 14 clusters Score -8.85374e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 48872 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 7 contains 113808 members 
Mstep: Class 8 contains 290589 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 9906 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 37840 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 19 contains 12107 members 
Mstep: Class 20 contains 225700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88538304.000000 Penalty: 43830.312500
Iteration 23Q: 14 clusters Score -8.85383e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 48297 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 7 contains 113805 members 
Mstep: Class 8 contains 286732 members 
Mstep: Class 9 contains 6101 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 38267 members 
Mstep: Class 13 contains 7719 members 
Mstep: Class 15 contains 37241 members 
Mstep: Class 19 contains 11980 members 
Mstep: Class 20 contains 230029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88539640.000000 Penalty: 43830.312500
Iteration 24Q: 14 clusters Score -8.853964e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 47751 members 
Mstep: Class 5 contains 6918 members 
Mstep: Class 7 contains 113883 members 
Mstep: Class 8 contains 283313 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 38668 members 
Mstep: Class 13 contains 7775 members 
Mstep: Class 15 contains 37548 members 
Mstep: Class 19 contains 11881 members 
Mstep: Class 20 contains 233649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88540536.000000 Penalty: 43830.312500
Iteration 25Q: 14 clusters Score -8.854054e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 47254 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 7 contains 114029 members 
Mstep: Class 8 contains 280592 members 
Mstep: Class 9 contains 6187 members 
Mstep: Class 10 contains 9011 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 39048 members 
Mstep: Class 13 contains 7839 members 
Mstep: Class 15 contains 37836 members 
Mstep: Class 19 contains 11850 members 
Mstep: Class 20 contains 236274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88541752.000000 Penalty: 43830.312500
Iteration 26Q: 14 clusters Score -8.854175e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 46851 members 
Mstep: Class 5 contains 6897 members 
Mstep: Class 7 contains 114184 members 
Mstep: Class 8 contains 278613 members 
Mstep: Class 9 contains 6217 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 39369 members 
Mstep: Class 13 contains 7881 members 
Mstep: Class 15 contains 38108 members 
Mstep: Class 19 contains 11863 members 
Mstep: Class 20 contains 238026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88542976.000000 Penalty: 43830.312500
Iteration 27Q: 14 clusters Score -8.854298e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 46523 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 7 contains 114308 members 
Mstep: Class 8 contains 277268 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 8852 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 39703 members 
Mstep: Class 13 contains 7919 members 
Mstep: Class 15 contains 38355 members 
Mstep: Class 19 contains 11907 members 
Mstep: Class 20 contains 238974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88543472.000000 Penalty: 43830.312500
Iteration 28Q: 14 clusters Score -8.854347e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 46262 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 7 contains 114472 members 
Mstep: Class 8 contains 276416 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 10 contains 8876 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 39948 members 
Mstep: Class 13 contains 7960 members 
Mstep: Class 15 contains 38589 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 239365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88544416.000000 Penalty: 43830.312500
Iteration 29Q: 14 clusters Score -8.854442e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 46035 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 7 contains 114632 members 
Mstep: Class 8 contains 275934 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 40200 members 
Mstep: Class 13 contains 7997 members 
Mstep: Class 15 contains 38794 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 239220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88545200.000000 Penalty: 43830.312500
Iteration 30Q: 14 clusters Score -8.85452e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 45842 members 
Mstep: Class 5 contains 6891 members 
Mstep: Class 7 contains 114786 members 
Mstep: Class 8 contains 275725 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 9201 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 40440 members 
Mstep: Class 13 contains 8032 members 
Mstep: Class 15 contains 38987 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 238739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88545648.000000 Penalty: 43830.312500
Iteration 31Q: 14 clusters Score -8.854565e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2226 members 
Mstep: Class 4 contains 45672 members 
Mstep: Class 5 contains 6895 members 
Mstep: Class 7 contains 114890 members 
Mstep: Class 8 contains 275773 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 40644 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 15 contains 39140 members 
Mstep: Class 19 contains 12094 members 
Mstep: Class 20 contains 238085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546128.000000 Penalty: 43830.312500
Iteration 32Q: 14 clusters Score -8.854613e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2226 members 
Mstep: Class 4 contains 45528 members 
Mstep: Class 5 contains 6897 members 
Mstep: Class 7 contains 114969 members 
Mstep: Class 8 contains 275931 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 40806 members 
Mstep: Class 13 contains 8061 members 
Mstep: Class 15 contains 39253 members 
Mstep: Class 19 contains 12126 members 
Mstep: Class 20 contains 237429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546816.000000 Penalty: 43830.312500
Iteration 33Q: 14 clusters Score -8.854682e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 45394 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 7 contains 115010 members 
Mstep: Class 8 contains 276080 members 
Mstep: Class 9 contains 6389 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 40942 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 15 contains 39345 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 236836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546848.000000 Penalty: 43830.312500
Iteration 34Q: 14 clusters Score -8.854685e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 45273 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 7 contains 115058 members 
Mstep: Class 8 contains 276247 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 10156 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 41054 members 
Mstep: Class 13 contains 8076 members 
Mstep: Class 15 contains 39422 members 
Mstep: Class 19 contains 12135 members 
Mstep: Class 20 contains 236309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547256.000000 Penalty: 43830.312500
Iteration 35Q: 14 clusters Score -8.854726e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 45165 members 
Mstep: Class 5 contains 6893 members 
Mstep: Class 7 contains 115096 members 
Mstep: Class 8 contains 276382 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 41150 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 15 contains 39473 members 
Mstep: Class 19 contains 12133 members 
Mstep: Class 20 contains 235900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547536.000000 Penalty: 43830.312500
Iteration 36Q: 14 clusters Score -8.854754e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 45039 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 7 contains 115108 members 
Mstep: Class 8 contains 276504 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 10518 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 41217 members 
Mstep: Class 13 contains 8083 members 
Mstep: Class 15 contains 39531 members 
Mstep: Class 19 contains 12124 members 
Mstep: Class 20 contains 235561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547768.000000 Penalty: 43830.312500
Iteration 37Q: 14 clusters Score -8.854777e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 44931 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 7 contains 115087 members 
Mstep: Class 8 contains 276611 members 
Mstep: Class 9 contains 6468 members 
Mstep: Class 10 contains 10691 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 41264 members 
Mstep: Class 13 contains 8084 members 
Mstep: Class 15 contains 39587 members 
Mstep: Class 19 contains 12114 members 
Mstep: Class 20 contains 235277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547952.000000 Penalty: 43830.312500
Iteration 38Q: 14 clusters Score -8.854795e+07 nChanged 1140
Entering ConstructFrom: 
Score: -88547952.000000 Penalty: 43830.312500
Entering ConstructFrom: 
Trying to split cluster 3 (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: -270002.531250 Penalty: 1916.756226
	Iteration 0F: 2 clusters Score -270002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -267155.375000 Penalty: 3833.512451
	Iteration 0F: 3 clusters Score -267155.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267640.718750 Penalty: 3833.512451
	Iteration 1F: 3 clusters Score -267640.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -267788.500000 Penalty: 3833.512451
	Iteration 2F: 3 clusters Score -267788.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267851.250000 Penalty: 3833.512451
	Iteration 3Q: 3 clusters Score -267851.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -267886.687500 Penalty: 3833.512451
	Iteration 4Q: 3 clusters Score -267886.7 nChanged 38
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: -267912.500000 Penalty: 3833.512451
	Iteration 5Q: 3 clusters Score -267912.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267930.281250 Penalty: 3833.512451
	Iteration 6Q: 3 clusters Score -267930.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -267944.218750 Penalty: 3833.512451
	Iteration 7Q: 3 clusters Score -267944.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -267957.250000 Penalty: 3833.512451
	Iteration 8Q: 3 clusters Score -267957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267964.750000 Penalty: 3833.512451
	Iteration 9Q: 3 clusters Score -267964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267969.343750 Penalty: 3833.512451
	Iteration 10Q: 3 clusters Score -267969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -267973.593750 Penalty: 3833.512451
	Iteration 11Q: 3 clusters Score -267973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -267981.843750 Penalty: 3833.512451
	Iteration 12Q: 3 clusters Score -267981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267989.468750 Penalty: 3833.512451
	Iteration 13Q: 3 clusters Score -267989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -267995.062500 Penalty: 3833.512451
	Iteration 14Q: 3 clusters Score -267995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267999.406250 Penalty: 3833.512451
	Iteration 15Q: 3 clusters Score -267999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -268004.593750 Penalty: 3833.512451
	Iteration 16Q: 3 clusters Score -268004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -268011.562500 Penalty: 3833.512451
	Iteration 17Q: 3 clusters Score -268011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -268019.093750 Penalty: 3833.512451
	Iteration 18Q: 3 clusters Score -268019.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268025.375000 Penalty: 3833.512451
	Iteration 19Q: 3 clusters Score -268025.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -268034.718750 Penalty: 3833.512451
	Iteration 20F: 3 clusters Score -268034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -268039.343750 Penalty: 3833.512451
	Iteration 21Q: 3 clusters Score -268039.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -268042.625000 Penalty: 3833.512451
	Iteration 22Q: 3 clusters Score -268042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -268043.406250 Penalty: 3833.512451
	Iteration 23Q: 3 clusters Score -268043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -268044.437500 Penalty: 3833.512451
	Iteration 24Q: 3 clusters Score -268044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -268045.625000 Penalty: 3833.512451
	Iteration 25Q: 3 clusters Score -268045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -268045.625000 Penalty: 3833.512451
	Iteration 26F: 3 clusters Score -268045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Entering Unmasked Estep 
Score: -4957931.500000 Penalty: 2656.192627
	Iteration 0F: 2 clusters Score -4957932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -4927663.000000 Penalty: 5312.385254
	Iteration 0F: 3 clusters Score -4927663 nChanged 20709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4938910.500000 Penalty: 5312.385254
	Iteration 1F: 3 clusters Score -4938910 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4939369.500000 Penalty: 5312.385254
	Iteration 2Q: 3 clusters Score -4939370 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -4939950.500000 Penalty: 5312.385254
	Iteration 3Q: 3 clusters Score -4939950 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4940868.500000 Penalty: 5312.385254
	Iteration 4Q: 3 clusters Score -4940868 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -4942273.000000 Penalty: 5312.385254
	Iteration 5F: 3 clusters Score -4942273 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4944425.500000 Penalty: 5312.385254
	Iteration 6F: 3 clusters Score -4944426 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4947330.500000 Penalty: 5312.385254
	Iteration 7F: 3 clusters Score -4947330 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4950451.000000 Penalty: 5312.385254
	Iteration 8F: 3 clusters Score -4950451 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -4952968.500000 Penalty: 5312.385254
	Iteration 9F: 3 clusters Score -4952968 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -4954541.000000 Penalty: 5312.385254
	Iteration 10Q: 3 clusters Score -4954541 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -4955262.500000 Penalty: 5312.385254
	Iteration 11Q: 3 clusters Score -4955262 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -4955515.500000 Penalty: 5312.385254
	Iteration 12Q: 3 clusters Score -4955516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -4955614.500000 Penalty: 5312.385254
	Iteration 13Q: 3 clusters Score -4955614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -4955668.500000 Penalty: 5312.385254
	Iteration 14Q: 3 clusters Score -4955668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -4955702.500000 Penalty: 5312.385254
	Iteration 15Q: 3 clusters Score -4955702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -4955721.500000 Penalty: 5312.385254
	Iteration 16Q: 3 clusters Score -4955722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -4955727.000000 Penalty: 5312.385254
	Iteration 17Q: 3 clusters Score -4955727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -4955731.000000 Penalty: 5312.385254
	Iteration 18Q: 3 clusters Score -4955731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -4955731.000000 Penalty: 5312.385254
	Iteration 19F: 3 clusters Score -4955731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Entering Unmasked Estep 
Score: -743731.250000 Penalty: 2191.853027
	Iteration 0F: 2 clusters Score -743731.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -737992.812500 Penalty: 4383.706055
	Iteration 0F: 3 clusters Score -737992.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -739401.437500 Penalty: 4383.706055
	Iteration 1F: 3 clusters Score -739401.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -739628.000000 Penalty: 4383.706055
	Iteration 2F: 3 clusters Score -739628 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -739789.125000 Penalty: 4383.706055
	Iteration 3F: 3 clusters Score -739789.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -739911.687500 Penalty: 4383.706055
	Iteration 4Q: 3 clusters Score -739911.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -740050.500000 Penalty: 4383.706055
	Iteration 5Q: 3 clusters Score -740050.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -740297.000000 Penalty: 4383.706055
	Iteration 6Q: 3 clusters Score -740297 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -740645.250000 Penalty: 4383.706055
	Iteration 7Q: 3 clusters Score -740645.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -741030.687500 Penalty: 4383.706055
	Iteration 8F: 3 clusters Score -741030.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -741473.625000 Penalty: 4383.706055
	Iteration 9F: 3 clusters Score -741473.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -741854.875000 Penalty: 4383.706055
	Iteration 10F: 3 clusters Score -741854.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -742148.250000 Penalty: 4383.706055
	Iteration 11F: 3 clusters Score -742148.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -742354.250000 Penalty: 4383.706055
	Iteration 12Q: 3 clusters Score -742354.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -742484.187500 Penalty: 4383.706055
	Iteration 13Q: 3 clusters Score -742484.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -742562.312500 Penalty: 4383.706055
	Iteration 14Q: 3 clusters Score -742562.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -742611.250000 Penalty: 4383.706055
	Iteration 15Q: 3 clusters Score -742611.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -742639.187500 Penalty: 4383.706055
	Iteration 16Q: 3 clusters Score -742639.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -742655.687500 Penalty: 4383.706055
	Iteration 17Q: 3 clusters Score -742655.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -742668.687500 Penalty: 4383.706055
	Iteration 18Q: 3 clusters Score -742668.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -742675.625000 Penalty: 4383.706055
	Iteration 19Q: 3 clusters Score -742675.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -742684.625000 Penalty: 4383.706055
	Iteration 20F: 3 clusters Score -742684.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -742690.375000 Penalty: 4383.706055
	Iteration 21Q: 3 clusters Score -742690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -742695.625000 Penalty: 4383.706055
	Iteration 22Q: 3 clusters Score -742695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -742701.562500 Penalty: 4383.706055
	Iteration 23Q: 3 clusters Score -742701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -742706.125000 Penalty: 4383.706055
	Iteration 24Q: 3 clusters Score -742706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -742708.500000 Penalty: 4383.706055
	Iteration 25Q: 3 clusters Score -742708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -742708.875000 Penalty: 4383.706055
	Iteration 26Q: 3 clusters Score -742708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -742709.812500 Penalty: 4383.706055
	Iteration 27Q: 3 clusters Score -742709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -742714.250000 Penalty: 4383.706055
	Iteration 28Q: 3 clusters Score -742714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -742716.312500 Penalty: 4383.706055
	Iteration 29Q: 3 clusters Score -742716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -742717.875000 Penalty: 4383.706055
	Iteration 30Q: 3 clusters Score -742717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -742718.062500 Penalty: 4383.706055
	Iteration 31Q: 3 clusters Score -742718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -742719.500000 Penalty: 4383.706055
	Iteration 32Q: 3 clusters Score -742719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -742719.625000 Penalty: 4383.706055
	Iteration 33Q: 3 clusters Score -742719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -742721.750000 Penalty: 4383.706055
	Iteration 34Q: 3 clusters Score -742721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -742722.812500 Penalty: 4383.706055
	Iteration 35Q: 3 clusters Score -742722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -742724.687500 Penalty: 4383.706055
	Iteration 36Q: 3 clusters Score -742724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -742727.250000 Penalty: 4383.706055
	Iteration 37Q: 3 clusters Score -742727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -742727.625000 Penalty: 4383.706055
	Iteration 38Q: 3 clusters Score -742727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -742729.250000 Penalty: 4383.706055
	Iteration 39Q: 3 clusters Score -742729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -742728.312500 Penalty: 4383.706055
	Iteration 40F: 3 clusters Score -742728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -742729.125000 Penalty: 4383.706055
	Iteration 41Q: 3 clusters Score -742729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -742731.000000 Penalty: 4383.706055
	Iteration 42Q: 3 clusters Score -742731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -742730.687500 Penalty: 4383.706055
	Iteration 43Q: 3 clusters Score -742730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -742730.375000 Penalty: 4383.706055
	Iteration 44Q: 3 clusters Score -742730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -742729.750000 Penalty: 4383.706055
	Iteration 45Q: 3 clusters Score -742729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -742729.750000 Penalty: 4383.706055
	Iteration 46F: 3 clusters Score -742729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (115083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Entering Unmasked Estep 
Score: -12911758.000000 Penalty: 2890.045410
	Iteration 0F: 2 clusters Score -1.291176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -12835005.000000 Penalty: 5780.090820
	Iteration 0F: 3 clusters Score -1.2835e+07 nChanged 54521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -12866066.000000 Penalty: 5780.090820
	Iteration 1F: 3 clusters Score -1.286607e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -12866946.000000 Penalty: 5780.090820
	Iteration 2Q: 3 clusters Score -1.286695e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -12867879.000000 Penalty: 5780.090820
	Iteration 3Q: 3 clusters Score -1.286788e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -12868974.000000 Penalty: 5780.090820
	Iteration 4Q: 3 clusters Score -1.286897e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -12870867.000000 Penalty: 5780.090820
	Iteration 5Q: 3 clusters Score -1.287087e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -12873962.000000 Penalty: 5780.090820
	Iteration 6F: 3 clusters Score -1.287396e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -12878969.000000 Penalty: 5780.090820
	Iteration 7F: 3 clusters Score -1.287897e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -12885891.000000 Penalty: 5780.090820
	Iteration 8F: 3 clusters Score -1.288589e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -12894510.000000 Penalty: 5780.090820
	Iteration 9F: 3 clusters Score -1.289451e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -12903093.000000 Penalty: 5780.090820
	Iteration 10F: 3 clusters Score -1.290309e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -12909211.000000 Penalty: 5780.090820
	Iteration 11Q: 3 clusters Score -1.290921e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -12911703.000000 Penalty: 5780.090820
	Iteration 12Q: 3 clusters Score -1.29117e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -12912825.000000 Penalty: 5780.090820
	Iteration 13Q: 3 clusters Score -1.291282e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -12913504.000000 Penalty: 5780.090820
	Iteration 14Q: 3 clusters Score -1.29135e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95491 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -12913898.000000 Penalty: 5780.090820
	Iteration 15Q: 3 clusters Score -1.29139e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -12914116.000000 Penalty: 5780.090820
	Iteration 16Q: 3 clusters Score -1.291412e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -12914252.000000 Penalty: 5780.090820
	Iteration 17Q: 3 clusters Score -1.291425e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -12914379.000000 Penalty: 5780.090820
	Iteration 18Q: 3 clusters Score -1.291438e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -12914448.000000 Penalty: 5780.090820
	Iteration 19Q: 3 clusters Score -1.291445e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -12914473.000000 Penalty: 5780.090820
	Iteration 20F: 3 clusters Score -1.291447e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -12914500.000000 Penalty: 5780.090820
	Iteration 21Q: 3 clusters Score -1.29145e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -12914513.000000 Penalty: 5780.090820
	Iteration 22Q: 3 clusters Score -1.291451e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -12914536.000000 Penalty: 5780.090820
	Iteration 23Q: 3 clusters Score -1.291454e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -12914568.000000 Penalty: 5780.090820
	Iteration 24Q: 3 clusters Score -1.291457e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -12914574.000000 Penalty: 5780.090820
	Iteration 25Q: 3 clusters Score -1.291457e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -12914575.000000 Penalty: 5780.090820
	Iteration 26Q: 3 clusters Score -1.291458e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -12914603.000000 Penalty: 5780.090820
	Iteration 27Q: 3 clusters Score -1.29146e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -12914617.000000 Penalty: 5780.090820
	Iteration 28Q: 3 clusters Score -1.291462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -12914594.000000 Penalty: 5780.090820
	Iteration 29Q: 3 clusters Score -1.291459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -12914611.000000 Penalty: 5780.090820
	Iteration 30Q: 3 clusters Score -1.291461e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -12914605.000000 Penalty: 5780.090820
	Iteration 31Q: 3 clusters Score -1.29146e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -12914603.000000 Penalty: 5780.090820
	Iteration 32Q: 3 clusters Score -1.29146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -12914621.000000 Penalty: 5780.090820
	Iteration 33Q: 3 clusters Score -1.291462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -12914617.000000 Penalty: 5780.090820
	Iteration 34Q: 3 clusters Score -1.291462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -12914638.000000 Penalty: 5780.090820
	Iteration 35Q: 3 clusters Score -1.291464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -12914659.000000 Penalty: 5780.090820
	Iteration 36Q: 3 clusters Score -1.291466e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98688 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -12914663.000000 Penalty: 5780.090820
	Iteration 37Q: 3 clusters Score -1.291466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -12914657.000000 Penalty: 5780.090820
	Iteration 38Q: 3 clusters Score -1.291466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -12914635.000000 Penalty: 5780.090820
	Iteration 39Q: 3 clusters Score -1.291464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -12914622.000000 Penalty: 5780.090820
	Iteration 40F: 3 clusters Score -1.291462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -12914630.000000 Penalty: 5780.090820
	Iteration 41Q: 3 clusters Score -1.291463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -12914639.000000 Penalty: 5780.090820
	Iteration 42Q: 3 clusters Score -1.291464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -12914646.000000 Penalty: 5780.090820
	Iteration 43Q: 3 clusters Score -1.291465e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -12914646.000000 Penalty: 5780.090820
	Iteration 44Q: 3 clusters Score -1.291465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -12914633.000000 Penalty: 5780.090820
	Iteration 45Q: 3 clusters Score -1.291463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -12914640.000000 Penalty: 5780.090820
	Iteration 46Q: 3 clusters Score -1.291464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -12914627.000000 Penalty: 5780.090820
	Iteration 47Q: 3 clusters Score -1.291463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -12914623.000000 Penalty: 5780.090820
	Iteration 48Q: 3 clusters Score -1.291462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -12914628.000000 Penalty: 5780.090820
	Iteration 49Q: 3 clusters Score -1.291463e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -12914626.000000 Penalty: 5780.090820
	Iteration 50Q: 3 clusters Score -1.291463e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -12914616.000000 Penalty: 5780.090820
	Iteration 51Q: 3 clusters Score -1.291462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -12914620.000000 Penalty: 5780.090820
	Iteration 52Q: 3 clusters Score -1.291462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -12914632.000000 Penalty: 5780.090820
	Iteration 53Q: 3 clusters Score -1.291463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -12914619.000000 Penalty: 5780.090820
	Iteration 54Q: 3 clusters Score -1.291462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -12914635.000000 Penalty: 5780.090820
	Iteration 55Q: 3 clusters Score -1.291464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -12914635.000000 Penalty: 5780.090820
	Iteration 56Q: 3 clusters Score -1.291464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -12914650.000000 Penalty: 5780.090820
	Iteration 57Q: 3 clusters Score -1.291465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -12914655.000000 Penalty: 5780.090820
	Iteration 58Q: 3 clusters Score -1.291466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -12914654.000000 Penalty: 5780.090820
	Iteration 59Q: 3 clusters Score -1.291465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -12914648.000000 Penalty: 5780.090820
	Iteration 60F: 3 clusters Score -1.291465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -12914659.000000 Penalty: 5780.090820
	Iteration 61Q: 3 clusters Score -1.291466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -12914644.000000 Penalty: 5780.090820
	Iteration 62Q: 3 clusters Score -1.291464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99535 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -12914638.000000 Penalty: 5780.090820
	Iteration 63Q: 3 clusters Score -1.291464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99550 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -12914628.000000 Penalty: 5780.090820
	Iteration 64Q: 3 clusters Score -1.291463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -12914632.000000 Penalty: 5780.090820
	Iteration 65Q: 3 clusters Score -1.291463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -12914649.000000 Penalty: 5780.090820
	Iteration 66Q: 3 clusters Score -1.291465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -12914626.000000 Penalty: 5780.090820
	Iteration 67Q: 3 clusters Score -1.291463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -12914633.000000 Penalty: 5780.090820
	Iteration 68Q: 3 clusters Score -1.291463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99621 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -12914640.000000 Penalty: 5780.090820
	Iteration 69Q: 3 clusters Score -1.291464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -12914626.000000 Penalty: 5780.090820
	Iteration 70Q: 3 clusters Score -1.291463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -12914630.000000 Penalty: 5780.090820
	Iteration 71Q: 3 clusters Score -1.291463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -12914625.000000 Penalty: 5780.090820
	Iteration 72Q: 3 clusters Score -1.291462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -12914638.000000 Penalty: 5780.090820
	Iteration 73Q: 3 clusters Score -1.291464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -12914643.000000 Penalty: 5780.090820
	Iteration 74Q: 3 clusters Score -1.291464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -12914616.000000 Penalty: 5780.090820
	Iteration 75Q: 3 clusters Score -1.291462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -12914608.000000 Penalty: 5780.090820
	Iteration 76Q: 3 clusters Score -1.291461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -12914612.000000 Penalty: 5780.090820
	Iteration 77Q: 3 clusters Score -1.291461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -12914623.000000 Penalty: 5780.090820
	Iteration 78Q: 3 clusters Score -1.291462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -12914622.000000 Penalty: 5780.090820
	Iteration 79Q: 3 clusters Score -1.291462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -12914636.000000 Penalty: 5780.090820
	Iteration 80F: 3 clusters Score -1.291464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -12914639.000000 Penalty: 5780.090820
	Iteration 81Q: 3 clusters Score -1.291464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -12914638.000000 Penalty: 5780.090820
	Iteration 82Q: 3 clusters Score -1.291464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -12914653.000000 Penalty: 5780.090820
	Iteration 83Q: 3 clusters Score -1.291465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -12914648.000000 Penalty: 5780.090820
	Iteration 84Q: 3 clusters Score -1.291465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -12914645.000000 Penalty: 5780.090820
	Iteration 85Q: 3 clusters Score -1.291464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -12914631.000000 Penalty: 5780.090820
	Iteration 86Q: 3 clusters Score -1.291463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -12914636.000000 Penalty: 5780.090820
	Iteration 87Q: 3 clusters Score -1.291464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99941 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -12914638.000000 Penalty: 5780.090820
	Iteration 88Q: 3 clusters Score -1.291464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99944 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -12914629.000000 Penalty: 5780.090820
	Iteration 89Q: 3 clusters Score -1.291463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -12914624.000000 Penalty: 5780.090820
	Iteration 90Q: 3 clusters Score -1.291462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -12914636.000000 Penalty: 5780.090820
	Iteration 91Q: 3 clusters Score -1.291464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -12914635.000000 Penalty: 5780.090820
	Iteration 92Q: 3 clusters Score -1.291464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -12914635.000000 Penalty: 5780.090820
	Iteration 93F: 3 clusters Score -1.291464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 44822 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 7 contains 99955 members 
Mstep: Class 8 contains 276637 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 10834 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 41314 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 15 contains 39631 members 
Mstep: Class 19 contains 12104 members 
Mstep: Class 20 contains 235096 members 
Entering Unmasked Estep 
Score: -88550072.000000 Penalty: 47201.875000
Splitting cluster 7 changes total score from -88547952.000000 to -88550072.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (276637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276637 members 
Entering Unmasked Estep 
Score: -31132100.000000 Penalty: 3107.554443
	Iteration 0F: 2 clusters Score -3.11321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 138931 members 
Entering Unmasked Estep 
Score: -30974286.000000 Penalty: 6215.108887
	Iteration 0F: 3 clusters Score -3.097429e+07 nChanged 133426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126810 members 
Mstep: Class 2 contains 149827 members 
Entering Unmasked Estep 
Score: -31053598.000000 Penalty: 6215.108887
	Iteration 1F: 3 clusters Score -3.10536e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119718 members 
Mstep: Class 2 contains 156919 members 
Entering Unmasked Estep 
Score: -31056100.000000 Penalty: 6215.108887
	Iteration 2Q: 3 clusters Score -3.10561e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 167659 members 
Entering Unmasked Estep 
Score: -31060630.000000 Penalty: 6215.108887
	Iteration 3Q: 3 clusters Score -3.106063e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 183799 members 
Entering Unmasked Estep 
Score: -31069744.000000 Penalty: 6215.108887
	Iteration 4F: 3 clusters Score -3.106974e+07 nChanged 22239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 205916 members 
Entering Unmasked Estep 
Score: -31085880.000000 Penalty: 6215.108887
	Iteration 5F: 3 clusters Score -3.108588e+07 nChanged 26333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 232233 members 
Entering Unmasked Estep 
Score: -31105966.000000 Penalty: 6215.108887
	Iteration 6F: 3 clusters Score -3.110597e+07 nChanged 23002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 255235 members 
Entering Unmasked Estep 
Score: -31117402.000000 Penalty: 6215.108887
	Iteration 7F: 3 clusters Score -3.11174e+07 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 268328 members 
Entering Unmasked Estep 
Score: -31123766.000000 Penalty: 6215.108887
	Iteration 8Q: 3 clusters Score -3.112377e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 273637 members 
Entering Unmasked Estep 
Score: -31126994.000000 Penalty: 6215.108887
	Iteration 9Q: 3 clusters Score -3.112699e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 275337 members 
Entering Unmasked Estep 
Score: -31128366.000000 Penalty: 6215.108887
	Iteration 10Q: 3 clusters Score -3.112837e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 275843 members 
Entering Unmasked Estep 
Score: -31128994.000000 Penalty: 6215.108887
	Iteration 11Q: 3 clusters Score -3.112899e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 275983 members 
Entering Unmasked Estep 
Score: -31129136.000000 Penalty: 6215.108887
	Iteration 12Q: 3 clusters Score -3.112914e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 276031 members 
Entering Unmasked Estep 
Score: -31129274.000000 Penalty: 6215.108887
	Iteration 13Q: 3 clusters Score -3.112927e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 276044 members 
Entering Unmasked Estep 
Score: -31129354.000000 Penalty: 6215.108887
	Iteration 14Q: 3 clusters Score -3.112935e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 276052 members 
Entering Unmasked Estep 
Score: -31129360.000000 Penalty: 6215.108887
	Iteration 15Q: 3 clusters Score -3.112936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 276046 members 
Entering Unmasked Estep 
Score: -31129392.000000 Penalty: 6215.108887
	Iteration 16Q: 3 clusters Score -3.112939e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 276044 members 
Entering Unmasked Estep 
Score: -31129378.000000 Penalty: 6215.108887
	Iteration 17Q: 3 clusters Score -3.112938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 276035 members 
Entering Unmasked Estep 
Score: -31129442.000000 Penalty: 6215.108887
	Iteration 18Q: 3 clusters Score -3.112944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 276034 members 
Entering Unmasked Estep 
Score: -31129486.000000 Penalty: 6215.108887
	Iteration 19Q: 3 clusters Score -3.112949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 276029 members 
Entering Unmasked Estep 
Score: -31129484.000000 Penalty: 6215.108887
	Iteration 20F: 3 clusters Score -3.112948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 276019 members 
Entering Unmasked Estep 
Score: -31129490.000000 Penalty: 6215.108887
	Iteration 21Q: 3 clusters Score -3.112949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 276013 members 
Entering Unmasked Estep 
Score: -31129484.000000 Penalty: 6215.108887
	Iteration 22Q: 3 clusters Score -3.112948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 276001 members 
Entering Unmasked Estep 
Score: -31129528.000000 Penalty: 6215.108887
	Iteration 23Q: 3 clusters Score -3.112953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 275999 members 
Entering Unmasked Estep 
Score: -31129582.000000 Penalty: 6215.108887
	Iteration 24Q: 3 clusters Score -3.112958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 275992 members 
Entering Unmasked Estep 
Score: -31129588.000000 Penalty: 6215.108887
	Iteration 25Q: 3 clusters Score -3.112959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 275988 members 
Entering Unmasked Estep 
Score: -31129604.000000 Penalty: 6215.108887
	Iteration 26Q: 3 clusters Score -3.11296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 275987 members 
Entering Unmasked Estep 
Score: -31129606.000000 Penalty: 6215.108887
	Iteration 27Q: 3 clusters Score -3.112961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 275989 members 
Entering Unmasked Estep 
Score: -31129630.000000 Penalty: 6215.108887
	Iteration 28Q: 3 clusters Score -3.112963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 275985 members 
Entering Unmasked Estep 
Score: -31129628.000000 Penalty: 6215.108887
	Iteration 29Q: 3 clusters Score -3.112963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 275979 members 
Entering Unmasked Estep 
Score: -31129634.000000 Penalty: 6215.108887
	Iteration 30Q: 3 clusters Score -3.112963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 275976 members 
Entering Unmasked Estep 
Score: -31129648.000000 Penalty: 6215.108887
	Iteration 31Q: 3 clusters Score -3.112965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 275974 members 
Entering Unmasked Estep 
Score: -31129668.000000 Penalty: 6215.108887
	Iteration 32Q: 3 clusters Score -3.112967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 275969 members 
Entering Unmasked Estep 
Score: -31129658.000000 Penalty: 6215.108887
	Iteration 33Q: 3 clusters Score -3.112966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 275969 members 
Entering Unmasked Estep 
Score: -31129698.000000 Penalty: 6215.108887
	Iteration 34Q: 3 clusters Score -3.11297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 275964 members 
Entering Unmasked Estep 
Score: -31129692.000000 Penalty: 6215.108887
	Iteration 35Q: 3 clusters Score -3.112969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 275957 members 
Entering Unmasked Estep 
Score: -31129690.000000 Penalty: 6215.108887
	Iteration 36Q: 3 clusters Score -3.112969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 275953 members 
Entering Unmasked Estep 
Score: -31129694.000000 Penalty: 6215.108887
	Iteration 37Q: 3 clusters Score -3.112969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 275955 members 
Entering Unmasked Estep 
Score: -31129696.000000 Penalty: 6215.108887
	Iteration 38Q: 3 clusters Score -3.11297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 275955 members 
Entering Unmasked Estep 
Score: -31129714.000000 Penalty: 6215.108887
	Iteration 39Q: 3 clusters Score -3.112971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 275955 members 
Entering Unmasked Estep 
Score: -31129714.000000 Penalty: 6215.108887
	Iteration 40F: 3 clusters Score -3.112971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -734614.750000 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -734614.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -729137.062500 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -729137.1 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -730629.437500 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -730629.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -730883.562500 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -730883.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -731031.312500 Penalty: 4354.355469
	Iteration 3Q: 3 clusters Score -731031.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -731141.187500 Penalty: 4354.355469
	Iteration 4Q: 3 clusters Score -731141.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -731209.750000 Penalty: 4354.355469
	Iteration 5Q: 3 clusters Score -731209.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -731252.500000 Penalty: 4354.355469
	Iteration 6Q: 3 clusters Score -731252.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -731288.500000 Penalty: 4354.355469
	Iteration 7Q: 3 clusters Score -731288.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -731327.750000 Penalty: 4354.355469
	Iteration 8Q: 3 clusters Score -731327.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -731364.750000 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -731364.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -731406.750000 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -731406.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -731450.125000 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -731450.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -731495.375000 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -731495.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -731546.875000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -731546.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -731602.062500 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -731602.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -731660.187500 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -731660.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -731722.000000 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -731722 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -731797.125000 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -731797.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -731880.312500 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -731880.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -731973.437500 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -731973.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -732073.812500 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -732073.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -732212.375000 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -732212.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -732328.437500 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -732328.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -732435.125000 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -732435.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -732564.562500 Penalty: 4354.355469
	Iteration 24Q: 3 clusters Score -732564.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -732708.500000 Penalty: 4354.355469
	Iteration 25Q: 3 clusters Score -732708.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -732876.812500 Penalty: 4354.355469
	Iteration 26Q: 3 clusters Score -732876.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -733065.687500 Penalty: 4354.355469
	Iteration 27Q: 3 clusters Score -733065.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -733292.625000 Penalty: 4354.355469
	Iteration 28Q: 3 clusters Score -733292.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -733521.062500 Penalty: 4354.355469
	Iteration 29Q: 3 clusters Score -733521.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -733713.812500 Penalty: 4354.355469
	Iteration 30Q: 3 clusters Score -733713.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -733841.812500 Penalty: 4354.355469
	Iteration 31Q: 3 clusters Score -733841.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -733929.437500 Penalty: 4354.355469
	Iteration 32Q: 3 clusters Score -733929.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -734008.562500 Penalty: 4354.355469
	Iteration 33Q: 3 clusters Score -734008.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -734063.250000 Penalty: 4354.355469
	Iteration 34Q: 3 clusters Score -734063.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -734102.125000 Penalty: 4354.355469
	Iteration 35Q: 3 clusters Score -734102.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -734143.250000 Penalty: 4354.355469
	Iteration 36Q: 3 clusters Score -734143.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -734176.187500 Penalty: 4354.355469
	Iteration 37Q: 3 clusters Score -734176.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -734194.187500 Penalty: 4354.355469
	Iteration 38Q: 3 clusters Score -734194.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -734206.937500 Penalty: 4354.355469
	Iteration 39Q: 3 clusters Score -734206.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -734219.625000 Penalty: 4354.355469
	Iteration 40F: 3 clusters Score -734219.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -734229.687500 Penalty: 4354.355469
	Iteration 41Q: 3 clusters Score -734229.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -734238.812500 Penalty: 4354.355469
	Iteration 42Q: 3 clusters Score -734238.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -734244.812500 Penalty: 4354.355469
	Iteration 43Q: 3 clusters Score -734244.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -734248.062500 Penalty: 4354.355469
	Iteration 44Q: 3 clusters Score -734248.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -734250.750000 Penalty: 4354.355469
	Iteration 45Q: 3 clusters Score -734250.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -734253.500000 Penalty: 4354.355469
	Iteration 46Q: 3 clusters Score -734253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -734253.062500 Penalty: 4354.355469
	Iteration 47Q: 3 clusters Score -734253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -734254.187500 Penalty: 4354.355469
	Iteration 48Q: 3 clusters Score -734254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -734254.937500 Penalty: 4354.355469
	Iteration 49Q: 3 clusters Score -734254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -734257.000000 Penalty: 4354.355469
	Iteration 50Q: 3 clusters Score -734257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -734257.937500 Penalty: 4354.355469
	Iteration 51Q: 3 clusters Score -734257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -734257.125000 Penalty: 4354.355469
	Iteration 52Q: 3 clusters Score -734257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -734258.312500 Penalty: 4354.355469
	Iteration 53Q: 3 clusters Score -734258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -734259.500000 Penalty: 4354.355469
	Iteration 54Q: 3 clusters Score -734259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -734258.625000 Penalty: 4354.355469
	Iteration 55Q: 3 clusters Score -734258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -734259.687500 Penalty: 4354.355469
	Iteration 56Q: 3 clusters Score -734259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -734259.687500 Penalty: 4354.355469
	Iteration 57F: 3 clusters Score -734259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Entering Unmasked Estep 
Score: -1240160.750000 Penalty: 2304.030273
	Iteration 0F: 2 clusters Score -1240161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1231979.750000 Penalty: 4608.060547
	Iteration 0F: 3 clusters Score -1231980 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1234380.125000 Penalty: 4608.060547
	Iteration 1F: 3 clusters Score -1234380 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1234679.000000 Penalty: 4608.060547
	Iteration 2F: 3 clusters Score -1234679 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1234879.750000 Penalty: 4608.060547
	Iteration 3Q: 3 clusters Score -1234880 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1235032.625000 Penalty: 4608.060547
	Iteration 4Q: 3 clusters Score -1235033 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1235161.250000 Penalty: 4608.060547
	Iteration 5Q: 3 clusters Score -1235161 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1235277.000000 Penalty: 4608.060547
	Iteration 6Q: 3 clusters Score -1235277 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1235402.000000 Penalty: 4608.060547
	Iteration 7Q: 3 clusters Score -1235402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1235520.875000 Penalty: 4608.060547
	Iteration 8Q: 3 clusters Score -1235521 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1235634.250000 Penalty: 4608.060547
	Iteration 9Q: 3 clusters Score -1235634 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1235755.875000 Penalty: 4608.060547
	Iteration 10Q: 3 clusters Score -1235756 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1235891.500000 Penalty: 4608.060547
	Iteration 11Q: 3 clusters Score -1235892 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1236048.250000 Penalty: 4608.060547
	Iteration 12Q: 3 clusters Score -1236048 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1236221.125000 Penalty: 4608.060547
	Iteration 13Q: 3 clusters Score -1236221 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1236384.375000 Penalty: 4608.060547
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1236700 nChanged 279
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Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1236971 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1237067 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1237161 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1237252 nChanged 182
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Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1237316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1237362 nChanged 112
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Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1237399 nChanged 95
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Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1237433 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1237460 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1237482 nChanged 68
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Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1237501 nChanged 55
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Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1237522 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1237536 nChanged 43
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Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1237550 nChanged 40
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Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1237560 nChanged 25
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Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1237564 nChanged 18
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Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1237567 nChanged 24
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Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1237572 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1237578 nChanged 22
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Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1237584 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1237587 nChanged 18
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Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1237592 nChanged 29
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Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1237601 nChanged 28
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Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1237609 nChanged 36
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Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1237624 nChanged 37
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1237633 nChanged 27
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Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1237638 nChanged 30
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Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1237645 nChanged 23
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Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2009 members 
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	Iteration 46Q: 3 clusters Score -1237654 nChanged 20
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Mstep: Class 1 contains 8845 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1237658 nChanged 18
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Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1237660 nChanged 22
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1237670 nChanged 31
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Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1237679 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1237685 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1237695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1237700.875000 Penalty: 4608.060547
	Iteration 53Q: 3 clusters Score -1237701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1237714.500000 Penalty: 4608.060547
	Iteration 54Q: 3 clusters Score -1237714 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1237722.625000 Penalty: 4608.060547
	Iteration 55Q: 3 clusters Score -1237723 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1237730 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1237739.000000 Penalty: 4608.060547
	Iteration 57Q: 3 clusters Score -1237739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1237747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1237757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1237763.875000 Penalty: 4608.060547
	Iteration 60F: 3 clusters Score -1237764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1237773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1237783.375000 Penalty: 4608.060547
	Iteration 62Q: 3 clusters Score -1237783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1237794.000000 Penalty: 4608.060547
	Iteration 63Q: 3 clusters Score -1237794 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1237802.000000 Penalty: 4608.060547
	Iteration 64Q: 3 clusters Score -1237802 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1237808 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1237815.000000 Penalty: 4608.060547
	Iteration 66Q: 3 clusters Score -1237815 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1237818.625000 Penalty: 4608.060547
	Iteration 67Q: 3 clusters Score -1237819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1237824.125000 Penalty: 4608.060547
	Iteration 68Q: 3 clusters Score -1237824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1237828.625000 Penalty: 4608.060547
	Iteration 69Q: 3 clusters Score -1237829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1237831.375000 Penalty: 4608.060547
	Iteration 70Q: 3 clusters Score -1237831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1237833.875000 Penalty: 4608.060547
	Iteration 71Q: 3 clusters Score -1237834 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1237838.000000 Penalty: 4608.060547
	Iteration 72Q: 3 clusters Score -1237838 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1237840.250000 Penalty: 4608.060547
	Iteration 73Q: 3 clusters Score -1237840 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1237843.875000 Penalty: 4608.060547
	Iteration 74Q: 3 clusters Score -1237844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1237844.500000 Penalty: 4608.060547
	Iteration 75Q: 3 clusters Score -1237844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1237850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1237851.875000 Penalty: 4608.060547
	Iteration 77Q: 3 clusters Score -1237852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1237855.375000 Penalty: 4608.060547
	Iteration 78Q: 3 clusters Score -1237855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1237857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1237863.000000 Penalty: 4608.060547
	Iteration 80F: 3 clusters Score -1237863 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1237867 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1237873.500000 Penalty: 4608.060547
	Iteration 82Q: 3 clusters Score -1237874 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1237877.625000 Penalty: 4608.060547
	Iteration 83Q: 3 clusters Score -1237878 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1237881.500000 Penalty: 4608.060547
	Iteration 84Q: 3 clusters Score -1237882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1237884.875000 Penalty: 4608.060547
	Iteration 85Q: 3 clusters Score -1237885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1237887.875000 Penalty: 4608.060547
	Iteration 86Q: 3 clusters Score -1237888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1237894.000000 Penalty: 4608.060547
	Iteration 87Q: 3 clusters Score -1237894 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1237896.875000 Penalty: 4608.060547
	Iteration 88Q: 3 clusters Score -1237897 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1237902.625000 Penalty: 4608.060547
	Iteration 89Q: 3 clusters Score -1237903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1237907.625000 Penalty: 4608.060547
	Iteration 90Q: 3 clusters Score -1237908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1237907.750000 Penalty: 4608.060547
	Iteration 91Q: 3 clusters Score -1237908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1237910.125000 Penalty: 4608.060547
	Iteration 92Q: 3 clusters Score -1237910 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1237918.125000 Penalty: 4608.060547
	Iteration 93Q: 3 clusters Score -1237918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1237920.125000 Penalty: 4608.060547
	Iteration 94Q: 3 clusters Score -1237920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1237924.125000 Penalty: 4608.060547
	Iteration 95Q: 3 clusters Score -1237924 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1237924.625000 Penalty: 4608.060547
	Iteration 96Q: 3 clusters Score -1237925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1237927.375000 Penalty: 4608.060547
	Iteration 97Q: 3 clusters Score -1237927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1237932.375000 Penalty: 4608.060547
	Iteration 98Q: 3 clusters Score -1237932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1237938.250000 Penalty: 4608.060547
	Iteration 99Q: 3 clusters Score -1237938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1237941.375000 Penalty: 4608.060547
	Iteration 100F: 3 clusters Score -1237941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1237942.375000 Penalty: 4608.060547
	Iteration 101Q: 3 clusters Score -1237942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1237941.875000 Penalty: 4608.060547
	Iteration 102Q: 3 clusters Score -1237942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1237943.125000 Penalty: 4608.060547
	Iteration 103Q: 3 clusters Score -1237943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1237944.750000 Penalty: 4608.060547
	Iteration 104Q: 3 clusters Score -1237945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1237946.750000 Penalty: 4608.060547
	Iteration 105Q: 3 clusters Score -1237947 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1237948.750000 Penalty: 4608.060547
	Iteration 106Q: 3 clusters Score -1237949 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1237949.875000 Penalty: 4608.060547
	Iteration 107Q: 3 clusters Score -1237950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1237953.375000 Penalty: 4608.060547
	Iteration 108Q: 3 clusters Score -1237953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1237955.875000 Penalty: 4608.060547
	Iteration 109Q: 3 clusters Score -1237956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1237957.375000 Penalty: 4608.060547
	Iteration 110Q: 3 clusters Score -1237957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1237963.125000 Penalty: 4608.060547
	Iteration 111Q: 3 clusters Score -1237963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1237966.750000 Penalty: 4608.060547
	Iteration 112Q: 3 clusters Score -1237967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1237970.500000 Penalty: 4608.060547
	Iteration 113Q: 3 clusters Score -1237970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1237975.750000 Penalty: 4608.060547
	Iteration 114Q: 3 clusters Score -1237976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1237979.750000 Penalty: 4608.060547
	Iteration 115Q: 3 clusters Score -1237980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1237980.875000 Penalty: 4608.060547
	Iteration 116Q: 3 clusters Score -1237981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1237982.500000 Penalty: 4608.060547
	Iteration 117Q: 3 clusters Score -1237982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1237981.750000 Penalty: 4608.060547
	Iteration 118Q: 3 clusters Score -1237982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1237981.750000 Penalty: 4608.060547
	Iteration 119F: 3 clusters Score -1237982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -276636.812500 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -276636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -273685.468750 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -273685.5 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -276191.937500 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -276191.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -277983.718750 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -277983.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -279976.093750 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -279976.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -280545.062500 Penalty: 3939.940186
	Iteration 4F: 3 clusters Score -280545.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -280623.875000 Penalty: 3939.940186
	Iteration 5Q: 3 clusters Score -280623.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -280666.968750 Penalty: 3939.940186
	Iteration 6Q: 3 clusters Score -280667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -280693.593750 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -280693.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -280721.531250 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -280721.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -280745.812500 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -280745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -280752.843750 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -280752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -280759.281250 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -280759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -280763.812500 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -280763.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -280768.906250 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -280768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -280771.781250 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -280771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -280772.531250 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -280772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -280773.250000 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -280773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -280775.875000 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -280775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -280779.968750 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -280780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -280806.375000 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -280806.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -280822.906250 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -280822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -280861.500000 Penalty: 3939.940186
	Iteration 21Q: 3 clusters Score -280861.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -280876.593750 Penalty: 3939.940186
	Iteration 22Q: 3 clusters Score -280876.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -280889.968750 Penalty: 3939.940186
	Iteration 23Q: 3 clusters Score -280890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -280900.562500 Penalty: 3939.940186
	Iteration 24Q: 3 clusters Score -280900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -280913.281250 Penalty: 3939.940186
	Iteration 25Q: 3 clusters Score -280913.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -280929.750000 Penalty: 3939.940186
	Iteration 26Q: 3 clusters Score -280929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -280953.125000 Penalty: 3939.940186
	Iteration 27Q: 3 clusters Score -280953.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -280986.437500 Penalty: 3939.940186
	Iteration 28Q: 3 clusters Score -280986.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -281039.437500 Penalty: 3939.940186
	Iteration 29Q: 3 clusters Score -281039.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -281104.468750 Penalty: 3939.940186
	Iteration 30Q: 3 clusters Score -281104.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -281252.906250 Penalty: 3939.940186
	Iteration 31Q: 3 clusters Score -281252.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -281639.218750 Penalty: 3939.940186
	Iteration 32Q: 3 clusters Score -281639.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -282028.531250 Penalty: 3939.940186
	Iteration 33Q: 3 clusters Score -282028.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -282159.187500 Penalty: 3939.940186
	Iteration 34Q: 3 clusters Score -282159.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -282336.312500 Penalty: 3939.940186
	Iteration 35Q: 3 clusters Score -282336.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282386.843750 Penalty: 3939.940186
	Iteration 36Q: 3 clusters Score -282386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -282390.843750 Penalty: 3939.940186
	Iteration 37Q: 3 clusters Score -282390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -282399.062500 Penalty: 3939.940186
	Iteration 38Q: 3 clusters Score -282399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -282399.437500 Penalty: 3939.940186
	Iteration 39Q: 3 clusters Score -282399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -282400.812500 Penalty: 3939.940186
	Iteration 40F: 3 clusters Score -282400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 44822 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 7 contains 99955 members 
Mstep: Class 8 contains 276637 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 10834 members 
Mstep: Class 11 contains 1233 members 
Mstep: Class 12 contains 41314 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 15 contains 39631 members 
Mstep: Class 19 contains 12104 members 
Mstep: Class 20 contains 235096 members 
Entering Unmasked Estep 
Score: -88554464.000000 Penalty: 50573.437500
Splitting cluster 11 changes total score from -88547952.000000 to -88554464.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (41314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Entering Unmasked Estep 
Score: -4698114.500000 Penalty: 2635.981201
	Iteration 0F: 2 clusters Score -4698114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4670281.000000 Penalty: 5271.962402
	Iteration 0F: 3 clusters Score -4670281 nChanged 18880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4680395.500000 Penalty: 5271.962402
	Iteration 1F: 3 clusters Score -4680396 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4680829.500000 Penalty: 5271.962402
	Iteration 2Q: 3 clusters Score -4680830 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4681202.000000 Penalty: 5271.962402
	Iteration 3Q: 3 clusters Score -4681202 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4681546.000000 Penalty: 5271.962402
	Iteration 4Q: 3 clusters Score -4681546 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4681987.500000 Penalty: 5271.962402
	Iteration 5Q: 3 clusters Score -4681988 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4682444.500000 Penalty: 5271.962402
	Iteration 6Q: 3 clusters Score -4682444 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4683061.000000 Penalty: 5271.962402
	Iteration 7Q: 3 clusters Score -4683061 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4683946.500000 Penalty: 5271.962402
	Iteration 8Q: 3 clusters Score -4683946 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4685146.000000 Penalty: 5271.962402
	Iteration 9Q: 3 clusters Score -4685146 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4686846.500000 Penalty: 5271.962402
	Iteration 10F: 3 clusters Score -4686846 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4688875.500000 Penalty: 5271.962402
	Iteration 11F: 3 clusters Score -4688876 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4691013.000000 Penalty: 5271.962402
	Iteration 12F: 3 clusters Score -4691013 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4692798.500000 Penalty: 5271.962402
	Iteration 13F: 3 clusters Score -4692798 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -4694057.500000 Penalty: 5271.962402
	Iteration 14Q: 3 clusters Score -4694058 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4694837.500000 Penalty: 5271.962402
	Iteration 15Q: 3 clusters Score -4694838 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -4695242.000000 Penalty: 5271.962402
	Iteration 16Q: 3 clusters Score -4695242 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -4695480.500000 Penalty: 5271.962402
	Iteration 17Q: 3 clusters Score -4695480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4695635.500000 Penalty: 5271.962402
	Iteration 18Q: 3 clusters Score -4695636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -4695699.000000 Penalty: 5271.962402
	Iteration 19Q: 3 clusters Score -4695699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4695762.500000 Penalty: 5271.962402
	Iteration 20F: 3 clusters Score -4695762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -4695801.000000 Penalty: 5271.962402
	Iteration 21Q: 3 clusters Score -4695801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4695830.500000 Penalty: 5271.962402
	Iteration 22Q: 3 clusters Score -4695830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -4695846.500000 Penalty: 5271.962402
	Iteration 23Q: 3 clusters Score -4695846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -4695852.500000 Penalty: 5271.962402
	Iteration 24Q: 3 clusters Score -4695852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -4695869.500000 Penalty: 5271.962402
	Iteration 25Q: 3 clusters Score -4695870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -4695875.000000 Penalty: 5271.962402
	Iteration 26Q: 3 clusters Score -4695875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -4695879.000000 Penalty: 5271.962402
	Iteration 27Q: 3 clusters Score -4695879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -4695886.000000 Penalty: 5271.962402
	Iteration 28Q: 3 clusters Score -4695886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4695891.500000 Penalty: 5271.962402
	Iteration 29Q: 3 clusters Score -4695892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4695896.000000 Penalty: 5271.962402
	Iteration 30Q: 3 clusters Score -4695896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4695897.500000 Penalty: 5271.962402
	Iteration 31Q: 3 clusters Score -4695898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -4695898.000000 Penalty: 5271.962402
	Iteration 32Q: 3 clusters Score -4695898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4695904.500000 Penalty: 5271.962402
	Iteration 33Q: 3 clusters Score -4695904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -4695912.000000 Penalty: 5271.962402
	Iteration 34Q: 3 clusters Score -4695912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4695918.500000 Penalty: 5271.962402
	Iteration 35Q: 3 clusters Score -4695918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4695925.000000 Penalty: 5271.962402
	Iteration 36Q: 3 clusters Score -4695925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4695924.500000 Penalty: 5271.962402
	Iteration 37Q: 3 clusters Score -4695924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4695921.500000 Penalty: 5271.962402
	Iteration 38Q: 3 clusters Score -4695922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4695926.500000 Penalty: 5271.962402
	Iteration 39Q: 3 clusters Score -4695926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -4695921.500000 Penalty: 5271.962402
	Iteration 40F: 3 clusters Score -4695922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -859382.437500 Penalty: 2231.629883
	Iteration 0F: 2 clusters Score -859382.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -853076.750000 Penalty: 4463.259766
	Iteration 0F: 3 clusters Score -853076.8 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -855392.687500 Penalty: 4463.259766
	Iteration 1F: 3 clusters Score -855392.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -856215.062500 Penalty: 4463.259766
	Iteration 2F: 3 clusters Score -856215.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -856934.187500 Penalty: 4463.259766
	Iteration 3F: 3 clusters Score -856934.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -857445.187500 Penalty: 4463.259766
	Iteration 4F: 3 clusters Score -857445.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -857823.625000 Penalty: 4463.259766
	Iteration 5F: 3 clusters Score -857823.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -858137.750000 Penalty: 4463.259766
	Iteration 6Q: 3 clusters Score -858137.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -858420.250000 Penalty: 4463.259766
	Iteration 7Q: 3 clusters Score -858420.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -858649.000000 Penalty: 4463.259766
	Iteration 8Q: 3 clusters Score -858649 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -858882.937500 Penalty: 4463.259766
	Iteration 9Q: 3 clusters Score -858882.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -859111.937500 Penalty: 4463.259766
	Iteration 10Q: 3 clusters Score -859111.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -859280.250000 Penalty: 4463.259766
	Iteration 11Q: 3 clusters Score -859280.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -859404.062500 Penalty: 4463.259766
	Iteration 12Q: 3 clusters Score -859404.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -859490.312500 Penalty: 4463.259766
	Iteration 13Q: 3 clusters Score -859490.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -859586.187500 Penalty: 4463.259766
	Iteration 14Q: 3 clusters Score -859586.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -859853.750000 Penalty: 4463.259766
	Iteration 15Q: 3 clusters Score -859853.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -860421.312500 Penalty: 4463.259766
	Iteration 16Q: 3 clusters Score -860421.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -860598.437500 Penalty: 4463.259766
	Iteration 17Q: 3 clusters Score -860598.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -860644.187500 Penalty: 4463.259766
	Iteration 18Q: 3 clusters Score -860644.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -860657.562500 Penalty: 4463.259766
	Iteration 19Q: 3 clusters Score -860657.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -860664.812500 Penalty: 4463.259766
	Iteration 20F: 3 clusters Score -860664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -860667.125000 Penalty: 4463.259766
	Iteration 21Q: 3 clusters Score -860667.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -860668.125000 Penalty: 4463.259766
	Iteration 22Q: 3 clusters Score -860668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -860670.187500 Penalty: 4463.259766
	Iteration 23Q: 3 clusters Score -860670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -860669.250000 Penalty: 4463.259766
	Iteration 24Q: 3 clusters Score -860669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -860669.250000 Penalty: 4463.259766
	Iteration 25F: 3 clusters Score -860669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 44822 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 99955 members 
Mstep: Class 8 contains 276637 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 10834 members 
Mstep: Class 11 contains 1233 members 
Mstep: Class 12 contains 41314 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 15 contains 39631 members 
Mstep: Class 19 contains 12104 members 
Mstep: Class 20 contains 235096 members 
Entering Unmasked Estep 
Score: -88554624.000000 Penalty: 53945.000000
Splitting cluster 13 changes total score from -88547952.000000 to -88554624.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (39631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Entering Unmasked Estep 
Score: -4493041.000000 Penalty: 2625.666992
	Iteration 0F: 2 clusters Score -4493041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4466069.500000 Penalty: 5251.333984
	Iteration 0F: 3 clusters Score -4466070 nChanged 18221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4476189.500000 Penalty: 5251.333984
	Iteration 1F: 3 clusters Score -4476190 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4476733.000000 Penalty: 5251.333984
	Iteration 2Q: 3 clusters Score -4476733 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4477345.500000 Penalty: 5251.333984
	Iteration 3Q: 3 clusters Score -4477346 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4478085.000000 Penalty: 5251.333984
	Iteration 4Q: 3 clusters Score -4478085 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4479079.000000 Penalty: 5251.333984
	Iteration 5Q: 3 clusters Score -4479079 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4480327.500000 Penalty: 5251.333984
	Iteration 6F: 3 clusters Score -4480328 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4481847.000000 Penalty: 5251.333984
	Iteration 7F: 3 clusters Score -4481847 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4483766.000000 Penalty: 5251.333984
	Iteration 8F: 3 clusters Score -4483766 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4485926.500000 Penalty: 5251.333984
	Iteration 9F: 3 clusters Score -4485926 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4487898.000000 Penalty: 5251.333984
	Iteration 10F: 3 clusters Score -4487898 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -4489346.000000 Penalty: 5251.333984
	Iteration 11Q: 3 clusters Score -4489346 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -4490091.500000 Penalty: 5251.333984
	Iteration 12Q: 3 clusters Score -4490092 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4490380.500000 Penalty: 5251.333984
	Iteration 13Q: 3 clusters Score -4490380 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4490546.500000 Penalty: 5251.333984
	Iteration 14Q: 3 clusters Score -4490546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4490626.000000 Penalty: 5251.333984
	Iteration 15Q: 3 clusters Score -4490626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4490657.000000 Penalty: 5251.333984
	Iteration 16Q: 3 clusters Score -4490657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -4490681.500000 Penalty: 5251.333984
	Iteration 17Q: 3 clusters Score -4490682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -4490697.500000 Penalty: 5251.333984
	Iteration 18Q: 3 clusters Score -4490698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -4490705.500000 Penalty: 5251.333984
	Iteration 19Q: 3 clusters Score -4490706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -4490713.500000 Penalty: 5251.333984
	Iteration 20F: 3 clusters Score -4490714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -4490723.500000 Penalty: 5251.333984
	Iteration 21Q: 3 clusters Score -4490724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4490728.500000 Penalty: 5251.333984
	Iteration 22Q: 3 clusters Score -4490728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -4490733.000000 Penalty: 5251.333984
	Iteration 23Q: 3 clusters Score -4490733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -4490733.000000 Penalty: 5251.333984
	Iteration 24Q: 3 clusters Score -4490733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4490734.500000 Penalty: 5251.333984
	Iteration 25Q: 3 clusters Score -4490734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4490738.000000 Penalty: 5251.333984
	Iteration 26Q: 3 clusters Score -4490738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4490739.500000 Penalty: 5251.333984
	Iteration 27Q: 3 clusters Score -4490740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -4490738.500000 Penalty: 5251.333984
	Iteration 28Q: 3 clusters Score -4490738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -4490738.500000 Penalty: 5251.333984
	Iteration 29F: 3 clusters Score -4490738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Entering Unmasked Estep 
Score: -1407225.750000 Penalty: 2331.520020
	Iteration 0F: 2 clusters Score -1407226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1398179.875000 Penalty: 4663.040039
	Iteration 0F: 3 clusters Score -1398180 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1400825.750000 Penalty: 4663.040039
	Iteration 1F: 3 clusters Score -1400826 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1401085.875000 Penalty: 4663.040039
	Iteration 2F: 3 clusters Score -1401086 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1401268.625000 Penalty: 4663.040039
	Iteration 3Q: 3 clusters Score -1401269 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1401402.875000 Penalty: 4663.040039
	Iteration 4Q: 3 clusters Score -1401403 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1401517.000000 Penalty: 4663.040039
	Iteration 5Q: 3 clusters Score -1401517 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1401616.375000 Penalty: 4663.040039
	Iteration 6Q: 3 clusters Score -1401616 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1401711.750000 Penalty: 4663.040039
	Iteration 7Q: 3 clusters Score -1401712 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1401804.375000 Penalty: 4663.040039
	Iteration 8Q: 3 clusters Score -1401804 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1401916.125000 Penalty: 4663.040039
	Iteration 9Q: 3 clusters Score -1401916 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1402055.125000 Penalty: 4663.040039
	Iteration 10Q: 3 clusters Score -1402055 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1402239.625000 Penalty: 4663.040039
	Iteration 11Q: 3 clusters Score -1402240 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1402491.750000 Penalty: 4663.040039
	Iteration 12Q: 3 clusters Score -1402492 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1402832.375000 Penalty: 4663.040039
	Iteration 13Q: 3 clusters Score -1402832 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1403235.625000 Penalty: 4663.040039
	Iteration 14Q: 3 clusters Score -1403236 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1403670.000000 Penalty: 4663.040039
	Iteration 15Q: 3 clusters Score -1403670 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1404063.875000 Penalty: 4663.040039
	Iteration 16Q: 3 clusters Score -1404064 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1404400.625000 Penalty: 4663.040039
	Iteration 17Q: 3 clusters Score -1404401 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1404675.250000 Penalty: 4663.040039
	Iteration 18Q: 3 clusters Score -1404675 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1404841.625000 Penalty: 4663.040039
	Iteration 19Q: 3 clusters Score -1404842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1404951.750000 Penalty: 4663.040039
	Iteration 20F: 3 clusters Score -1404952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1405010.000000 Penalty: 4663.040039
	Iteration 21Q: 3 clusters Score -1405010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1405048.125000 Penalty: 4663.040039
	Iteration 22Q: 3 clusters Score -1405048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1405068.875000 Penalty: 4663.040039
	Iteration 23Q: 3 clusters Score -1405069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1405077.375000 Penalty: 4663.040039
	Iteration 24Q: 3 clusters Score -1405077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1405084.375000 Penalty: 4663.040039
	Iteration 25Q: 3 clusters Score -1405084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1405090.000000 Penalty: 4663.040039
	Iteration 26Q: 3 clusters Score -1405090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1405090.000000 Penalty: 4663.040039
	Iteration 27Q: 3 clusters Score -1405090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1405090.500000 Penalty: 4663.040039
	Iteration 28Q: 3 clusters Score -1405090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1405090.500000 Penalty: 4663.040039
	Iteration 29F: 3 clusters Score -1405090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (235096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235096 members 
Entering Unmasked Estep 
Score: -26252150.000000 Penalty: 3067.201904
	Iteration 0F: 2 clusters Score -2.625215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117377 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -26104374.000000 Penalty: 6134.403809
	Iteration 0F: 3 clusters Score -2.610437e+07 nChanged 113296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -26171072.000000 Penalty: 6134.403809
	Iteration 1F: 3 clusters Score -2.617107e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 125396 members 
Entering Unmasked Estep 
Score: -26172708.000000 Penalty: 6134.403809
	Iteration 2Q: 3 clusters Score -2.617271e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Mstep: Class 2 contains 130158 members 
Entering Unmasked Estep 
Score: -26174928.000000 Penalty: 6134.403809
	Iteration 3Q: 3 clusters Score -2.617493e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 137454 members 
Entering Unmasked Estep 
Score: -26178648.000000 Penalty: 6134.403809
	Iteration 4Q: 3 clusters Score -2.617865e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -26185016.000000 Penalty: 6134.403809
	Iteration 5F: 3 clusters Score -2.618502e+07 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -26194764.000000 Penalty: 6134.403809
	Iteration 6F: 3 clusters Score -2.619476e+07 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -26207746.000000 Penalty: 6134.403809
	Iteration 7F: 3 clusters Score -2.620775e+07 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 192586 members 
Entering Unmasked Estep 
Score: -26220906.000000 Penalty: 6134.403809
	Iteration 8F: 3 clusters Score -2.622091e+07 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 205013 members 
Entering Unmasked Estep 
Score: -26233338.000000 Penalty: 6134.403809
	Iteration 9F: 3 clusters Score -2.623334e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 213909 members 
Entering Unmasked Estep 
Score: -26241920.000000 Penalty: 6134.403809
	Iteration 10Q: 3 clusters Score -2.624192e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 219805 members 
Entering Unmasked Estep 
Score: -26247234.000000 Penalty: 6134.403809
	Iteration 11Q: 3 clusters Score -2.624723e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 223695 members 
Entering Unmasked Estep 
Score: -26249208.000000 Penalty: 6134.403809
	Iteration 12Q: 3 clusters Score -2.624921e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 226133 members 
Entering Unmasked Estep 
Score: -26250254.000000 Penalty: 6134.403809
	Iteration 13Q: 3 clusters Score -2.625025e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 227713 members 
Entering Unmasked Estep 
Score: -26250892.000000 Penalty: 6134.403809
	Iteration 14Q: 3 clusters Score -2.625089e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 228759 members 
Entering Unmasked Estep 
Score: -26251186.000000 Penalty: 6134.403809
	Iteration 15Q: 3 clusters Score -2.625119e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 229525 members 
Entering Unmasked Estep 
Score: -26251424.000000 Penalty: 6134.403809
	Iteration 16Q: 3 clusters Score -2.625142e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 230088 members 
Entering Unmasked Estep 
Score: -26251550.000000 Penalty: 6134.403809
	Iteration 17Q: 3 clusters Score -2.625155e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 230530 members 
Entering Unmasked Estep 
Score: -26251704.000000 Penalty: 6134.403809
	Iteration 18Q: 3 clusters Score -2.62517e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 230857 members 
Entering Unmasked Estep 
Score: -26251726.000000 Penalty: 6134.403809
	Iteration 19Q: 3 clusters Score -2.625173e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 231132 members 
Entering Unmasked Estep 
Score: -26251750.000000 Penalty: 6134.403809
	Iteration 20F: 3 clusters Score -2.625175e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 231352 members 
Entering Unmasked Estep 
Score: -26251822.000000 Penalty: 6134.403809
	Iteration 21Q: 3 clusters Score -2.625182e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 231540 members 
Entering Unmasked Estep 
Score: -26251842.000000 Penalty: 6134.403809
	Iteration 22Q: 3 clusters Score -2.625184e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 231697 members 
Entering Unmasked Estep 
Score: -26251948.000000 Penalty: 6134.403809
	Iteration 23Q: 3 clusters Score -2.625195e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 231842 members 
Entering Unmasked Estep 
Score: -26251996.000000 Penalty: 6134.403809
	Iteration 24Q: 3 clusters Score -2.6252e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 231961 members 
Entering Unmasked Estep 
Score: -26252098.000000 Penalty: 6134.403809
	Iteration 25Q: 3 clusters Score -2.62521e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 232066 members 
Entering Unmasked Estep 
Score: -26252064.000000 Penalty: 6134.403809
	Iteration 26Q: 3 clusters Score -2.625206e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 232160 members 
Entering Unmasked Estep 
Score: -26252078.000000 Penalty: 6134.403809
	Iteration 27Q: 3 clusters Score -2.625208e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 232226 members 
Entering Unmasked Estep 
Score: -26252090.000000 Penalty: 6134.403809
	Iteration 28Q: 3 clusters Score -2.625209e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 232265 members 
Entering Unmasked Estep 
Score: -26252086.000000 Penalty: 6134.403809
	Iteration 29Q: 3 clusters Score -2.625209e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 232315 members 
Entering Unmasked Estep 
Score: -26252066.000000 Penalty: 6134.403809
	Iteration 30Q: 3 clusters Score -2.625207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 232362 members 
Entering Unmasked Estep 
Score: -26252106.000000 Penalty: 6134.403809
	Iteration 31Q: 3 clusters Score -2.625211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 232407 members 
Entering Unmasked Estep 
Score: -26252078.000000 Penalty: 6134.403809
	Iteration 32Q: 3 clusters Score -2.625208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 232435 members 
Entering Unmasked Estep 
Score: -26252080.000000 Penalty: 6134.403809
	Iteration 33Q: 3 clusters Score -2.625208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 232449 members 
Entering Unmasked Estep 
Score: -26252078.000000 Penalty: 6134.403809
	Iteration 34Q: 3 clusters Score -2.625208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 232473 members 
Entering Unmasked Estep 
Score: -26252062.000000 Penalty: 6134.403809
	Iteration 35Q: 3 clusters Score -2.625206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 232496 members 
Entering Unmasked Estep 
Score: -26252074.000000 Penalty: 6134.403809
	Iteration 36Q: 3 clusters Score -2.625207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 232520 members 
Entering Unmasked Estep 
Score: -26252078.000000 Penalty: 6134.403809
	Iteration 37Q: 3 clusters Score -2.625208e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 232541 members 
Entering Unmasked Estep 
Score: -26252082.000000 Penalty: 6134.403809
	Iteration 38Q: 3 clusters Score -2.625208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 232553 members 
Entering Unmasked Estep 
Score: -26252046.000000 Penalty: 6134.403809
	Iteration 39Q: 3 clusters Score -2.625205e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 232571 members 
Entering Unmasked Estep 
Score: -26252046.000000 Penalty: 6134.403809
	Iteration 40F: 3 clusters Score -2.625205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 232579 members 
Entering Unmasked Estep 
Score: -26252056.000000 Penalty: 6134.403809
	Iteration 41Q: 3 clusters Score -2.625206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 232581 members 
Entering Unmasked Estep 
Score: -26252080.000000 Penalty: 6134.403809
	Iteration 42Q: 3 clusters Score -2.625208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 232585 members 
Entering Unmasked Estep 
Score: -26252062.000000 Penalty: 6134.403809
	Iteration 43Q: 3 clusters Score -2.625206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 232594 members 
Entering Unmasked Estep 
Score: -26252082.000000 Penalty: 6134.403809
	Iteration 44Q: 3 clusters Score -2.625208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 232594 members 
Entering Unmasked Estep 
Score: -26252072.000000 Penalty: 6134.403809
	Iteration 45Q: 3 clusters Score -2.625207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 232593 members 
Entering Unmasked Estep 
Score: -26252068.000000 Penalty: 6134.403809
	Iteration 46Q: 3 clusters Score -2.625207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 232594 members 
Entering Unmasked Estep 
Score: -26252044.000000 Penalty: 6134.403809
	Iteration 47Q: 3 clusters Score -2.625204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 232595 members 
Entering Unmasked Estep 
Score: -26252052.000000 Penalty: 6134.403809
	Iteration 48Q: 3 clusters Score -2.625205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 232595 members 
Entering Unmasked Estep 
Score: -26252052.000000 Penalty: 6134.403809
	Iteration 49F: 3 clusters Score -2.625205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 44822 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 7 contains 99955 members 
Mstep: Class 8 contains 276637 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 10834 members 
Mstep: Class 11 contains 1233 members 
Mstep: Class 12 contains 41314 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 15 contains 39631 members 
Mstep: Class 19 contains 12104 members 
Mstep: Class 20 contains 235096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88556960.000000 Penalty: 53945.000000
Iteration 39Q: 17 clusters Score -8.855696e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 44733 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 101647 members 
Mstep: Class 8 contains 275635 members 
Mstep: Class 9 contains 6525 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 1231 members 
Mstep: Class 12 contains 41340 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 15 contains 39614 members 
Mstep: Class 19 contains 12093 members 
Mstep: Class 20 contains 234407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88559760.000000 Penalty: 53945.000000
Iteration 40F: 17 clusters Score -8.855976e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 44588 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 102724 members 
Mstep: Class 8 contains 274751 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 11061 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 41290 members 
Mstep: Class 13 contains 3383 members 
Mstep: Class 15 contains 39461 members 
Mstep: Class 19 contains 12074 members 
Mstep: Class 20 contains 233646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88561408.000000 Penalty: 53945.000000
Iteration 41Q: 17 clusters Score -8.856141e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 44436 members 
Mstep: Class 5 contains 6898 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 103626 members 
Mstep: Class 8 contains 273980 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 12 contains 41259 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 15 contains 39359 members 
Mstep: Class 19 contains 12050 members 
Mstep: Class 20 contains 233053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88562688.000000 Penalty: 53945.000000
Iteration 42Q: 17 clusters Score -8.856269e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 44268 members 
Mstep: Class 5 contains 6901 members 
Mstep: Class 6 contains 5490 members 
Mstep: Class 7 contains 104453 members 
Mstep: Class 8 contains 273253 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 11231 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 12 contains 41232 members 
Mstep: Class 13 contains 3726 members 
Mstep: Class 15 contains 39274 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 232553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88563752.000000 Penalty: 53945.000000
Iteration 43Q: 17 clusters Score -8.856375e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 44094 members 
Mstep: Class 5 contains 6903 members 
Mstep: Class 6 contains 5608 members 
Mstep: Class 7 contains 105148 members 
Mstep: Class 8 contains 272580 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41220 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 15 contains 39233 members 
Mstep: Class 19 contains 11993 members 
Mstep: Class 20 contains 232171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88564568.000000 Penalty: 53945.000000
Iteration 44Q: 17 clusters Score -8.856457e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 43916 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 105747 members 
Mstep: Class 8 contains 272001 members 
Mstep: Class 9 contains 6642 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41202 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 15 contains 39181 members 
Mstep: Class 19 contains 11959 members 
Mstep: Class 20 contains 231860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88565328.000000 Penalty: 53945.000000
Iteration 45Q: 17 clusters Score -8.856533e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 43753 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 5736 members 
Mstep: Class 7 contains 106320 members 
Mstep: Class 8 contains 271403 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41185 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 15 contains 39127 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 231615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88566152.000000 Penalty: 53945.000000
Iteration 46Q: 17 clusters Score -8.856615e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 43598 members 
Mstep: Class 5 contains 6918 members 
Mstep: Class 6 contains 5767 members 
Mstep: Class 7 contains 106821 members 
Mstep: Class 8 contains 270887 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41159 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 15 contains 39093 members 
Mstep: Class 19 contains 11861 members 
Mstep: Class 20 contains 231391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88566792.000000 Penalty: 53945.000000
Iteration 47Q: 17 clusters Score -8.856679e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 43444 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 5769 members 
Mstep: Class 7 contains 107234 members 
Mstep: Class 8 contains 270384 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41144 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 15 contains 39063 members 
Mstep: Class 19 contains 11817 members 
Mstep: Class 20 contains 231234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88567072.000000 Penalty: 53945.000000
Iteration 48Q: 17 clusters Score -8.856707e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 6929 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 107642 members 
Mstep: Class 8 contains 269882 members 
Mstep: Class 9 contains 6781 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41138 members 
Mstep: Class 13 contains 4839 members 
Mstep: Class 15 contains 39016 members 
Mstep: Class 19 contains 11798 members 
Mstep: Class 20 contains 231081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88567504.000000 Penalty: 53945.000000
Iteration 49Q: 17 clusters Score -8.85675e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 43161 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 5785 members 
Mstep: Class 7 contains 107987 members 
Mstep: Class 8 contains 269409 members 
Mstep: Class 9 contains 6813 members 
Mstep: Class 10 contains 11397 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41114 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 15 contains 38959 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 230937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88567672.000000 Penalty: 53945.000000
Iteration 50Q: 17 clusters Score -8.856767e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1811 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43039 members 
Mstep: Class 5 contains 6942 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 108328 members 
Mstep: Class 8 contains 268963 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41082 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 15 contains 38900 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 230792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88568192.000000 Penalty: 53945.000000
Iteration 51Q: 17 clusters Score -8.856819e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 42905 members 
Mstep: Class 5 contains 6954 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 108613 members 
Mstep: Class 8 contains 268558 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 11378 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41062 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 15 contains 38849 members 
Mstep: Class 19 contains 11702 members 
Mstep: Class 20 contains 230618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88568464.000000 Penalty: 53945.000000
Iteration 52Q: 17 clusters Score -8.856846e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 42760 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 5813 members 
Mstep: Class 7 contains 108919 members 
Mstep: Class 8 contains 268226 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 11374 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41045 members 
Mstep: Class 13 contains 5750 members 
Mstep: Class 15 contains 38800 members 
Mstep: Class 19 contains 11660 members 
Mstep: Class 20 contains 230434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88568744.000000 Penalty: 53945.000000
Iteration 53Q: 17 clusters Score -8.856874e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 42599 members 
Mstep: Class 5 contains 6981 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 109181 members 
Mstep: Class 8 contains 267935 members 
Mstep: Class 9 contains 6958 members 
Mstep: Class 10 contains 11362 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41039 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 15 contains 38764 members 
Mstep: Class 19 contains 11624 members 
Mstep: Class 20 contains 230274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569128.000000 Penalty: 53945.000000
Iteration 54Q: 17 clusters Score -8.856913e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 42453 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 109428 members 
Mstep: Class 8 contains 267648 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 41030 members 
Mstep: Class 13 contains 6176 members 
Mstep: Class 15 contains 38735 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 230117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569376.000000 Penalty: 53945.000000
Iteration 55Q: 17 clusters Score -8.856938e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 42309 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 109682 members 
Mstep: Class 8 contains 267391 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 11326 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 41028 members 
Mstep: Class 13 contains 6400 members 
Mstep: Class 15 contains 38705 members 
Mstep: Class 19 contains 11550 members 
Mstep: Class 20 contains 229948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569784.000000 Penalty: 53945.000000
Iteration 56Q: 17 clusters Score -8.856978e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 42197 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 5811 members 
Mstep: Class 7 contains 109938 members 
Mstep: Class 8 contains 267084 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 11319 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 41012 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 15 contains 38673 members 
Mstep: Class 19 contains 11513 members 
Mstep: Class 20 contains 229782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569976.000000 Penalty: 53945.000000
Iteration 57Q: 17 clusters Score -8.856998e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 42075 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 5811 members 
Mstep: Class 7 contains 110171 members 
Mstep: Class 8 contains 266774 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 41002 members 
Mstep: Class 13 contains 6902 members 
Mstep: Class 15 contains 38626 members 
Mstep: Class 19 contains 11470 members 
Mstep: Class 20 contains 229647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570504.000000 Penalty: 53945.000000
Iteration 58Q: 17 clusters Score -8.85705e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 41960 members 
Mstep: Class 5 contains 7078 members 
Mstep: Class 6 contains 5820 members 
Mstep: Class 7 contains 110367 members 
Mstep: Class 8 contains 266473 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 40982 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 15 contains 38600 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 229532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570816.000000 Penalty: 53945.000000
Iteration 59Q: 17 clusters Score -8.857082e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 41859 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 5827 members 
Mstep: Class 7 contains 110579 members 
Mstep: Class 8 contains 266146 members 
Mstep: Class 9 contains 7087 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 40975 members 
Mstep: Class 13 contains 7433 members 
Mstep: Class 15 contains 38570 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 229372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571176.000000 Penalty: 53945.000000
Iteration 60F: 17 clusters Score -8.857118e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 41744 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 5893 members 
Mstep: Class 7 contains 110791 members 
Mstep: Class 8 contains 265847 members 
Mstep: Class 9 contains 7097 members 
Mstep: Class 10 contains 11273 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 40949 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 15 contains 38547 members 
Mstep: Class 19 contains 11354 members 
Mstep: Class 20 contains 229103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571888.000000 Penalty: 53945.000000
Iteration 61Q: 17 clusters Score -8.857189e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 41633 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 111059 members 
Mstep: Class 8 contains 265510 members 
Mstep: Class 9 contains 7112 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 40921 members 
Mstep: Class 13 contains 8062 members 
Mstep: Class 15 contains 38507 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 228839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572376.000000 Penalty: 53945.000000
Iteration 62Q: 17 clusters Score -8.857238e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 41533 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 6006 members 
Mstep: Class 7 contains 111251 members 
Mstep: Class 8 contains 265195 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 40904 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 15 contains 38473 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 228563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573080.000000 Penalty: 53945.000000
Iteration 63Q: 17 clusters Score -8.857308e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 2485 members 
Mstep: Class 4 contains 41432 members 
Mstep: Class 5 contains 7169 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 111403 members 
Mstep: Class 8 contains 264898 members 
Mstep: Class 9 contains 7153 members 
Mstep: Class 10 contains 11266 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 40887 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 15 contains 38422 members 
Mstep: Class 19 contains 11234 members 
Mstep: Class 20 contains 228301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573376.000000 Penalty: 53945.000000
Iteration 64Q: 17 clusters Score -8.857338e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 41349 members 
Mstep: Class 5 contains 7180 members 
Mstep: Class 6 contains 6074 members 
Mstep: Class 7 contains 111588 members 
Mstep: Class 8 contains 264579 members 
Mstep: Class 9 contains 7176 members 
Mstep: Class 10 contains 11264 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40871 members 
Mstep: Class 13 contains 9212 members 
Mstep: Class 15 contains 38384 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 228021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573928.000000 Penalty: 53945.000000
Iteration 65Q: 17 clusters Score -8.857393e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 41263 members 
Mstep: Class 5 contains 7186 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 111802 members 
Mstep: Class 8 contains 264224 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 10 contains 11273 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40855 members 
Mstep: Class 13 contains 9599 members 
Mstep: Class 15 contains 38345 members 
Mstep: Class 19 contains 11161 members 
Mstep: Class 20 contains 227758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574264.000000 Penalty: 53945.000000
Iteration 66Q: 17 clusters Score -8.857426e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 41200 members 
Mstep: Class 5 contains 7190 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 111967 members 
Mstep: Class 8 contains 263887 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 11284 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40837 members 
Mstep: Class 13 contains 10014 members 
Mstep: Class 15 contains 38284 members 
Mstep: Class 19 contains 11106 members 
Mstep: Class 20 contains 227542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574336.000000 Penalty: 53945.000000
Iteration 67Q: 17 clusters Score -8.857434e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 41124 members 
Mstep: Class 5 contains 7201 members 
Mstep: Class 6 contains 6130 members 
Mstep: Class 7 contains 112153 members 
Mstep: Class 8 contains 263517 members 
Mstep: Class 9 contains 7237 members 
Mstep: Class 10 contains 11291 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40815 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 15 contains 38235 members 
Mstep: Class 19 contains 11055 members 
Mstep: Class 20 contains 227343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574744.000000 Penalty: 53945.000000
Iteration 68Q: 17 clusters Score -8.857474e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 41047 members 
Mstep: Class 5 contains 7212 members 
Mstep: Class 6 contains 6143 members 
Mstep: Class 7 contains 112365 members 
Mstep: Class 8 contains 263145 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40791 members 
Mstep: Class 13 contains 10822 members 
Mstep: Class 15 contains 38185 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 227111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575232.000000 Penalty: 53945.000000
Iteration 69Q: 17 clusters Score -8.857523e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 40970 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 112626 members 
Mstep: Class 8 contains 262746 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40761 members 
Mstep: Class 13 contains 11231 members 
Mstep: Class 15 contains 38142 members 
Mstep: Class 19 contains 10978 members 
Mstep: Class 20 contains 226854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575384.000000 Penalty: 53945.000000
Iteration 70Q: 17 clusters Score -8.857538e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1832 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 40895 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 6158 members 
Mstep: Class 7 contains 112908 members 
Mstep: Class 8 contains 262360 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40730 members 
Mstep: Class 13 contains 11604 members 
Mstep: Class 15 contains 38105 members 
Mstep: Class 19 contains 10937 members 
Mstep: Class 20 contains 226616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575728.000000 Penalty: 53945.000000
Iteration 71Q: 17 clusters Score -8.857573e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2571 members 
Mstep: Class 4 contains 40808 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 6191 members 
Mstep: Class 7 contains 113196 members 
Mstep: Class 8 contains 261984 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40702 members 
Mstep: Class 13 contains 11948 members 
Mstep: Class 15 contains 38058 members 
Mstep: Class 19 contains 10894 members 
Mstep: Class 20 contains 226415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576280.000000 Penalty: 53945.000000
Iteration 72Q: 17 clusters Score -8.857628e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 2571 members 
Mstep: Class 4 contains 40726 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 113493 members 
Mstep: Class 8 contains 261605 members 
Mstep: Class 9 contains 7315 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40682 members 
Mstep: Class 13 contains 12306 members 
Mstep: Class 15 contains 38002 members 
Mstep: Class 19 contains 10855 members 
Mstep: Class 20 contains 226201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576472.000000 Penalty: 53945.000000
Iteration 73Q: 17 clusters Score -8.857647e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 4 contains 40657 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 113819 members 
Mstep: Class 8 contains 261202 members 
Mstep: Class 9 contains 7330 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40651 members 
Mstep: Class 13 contains 12639 members 
Mstep: Class 15 contains 37944 members 
Mstep: Class 19 contains 10804 members 
Mstep: Class 20 contains 226025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577016.000000 Penalty: 53945.000000
Iteration 74Q: 17 clusters Score -8.857702e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 40576 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 6257 members 
Mstep: Class 7 contains 114121 members 
Mstep: Class 8 contains 260872 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40621 members 
Mstep: Class 13 contains 12958 members 
Mstep: Class 15 contains 37899 members 
Mstep: Class 19 contains 10751 members 
Mstep: Class 20 contains 225838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577088.000000 Penalty: 53945.000000
Iteration 75Q: 17 clusters Score -8.857709e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 40503 members 
Mstep: Class 5 contains 7288 members 
Mstep: Class 6 contains 6267 members 
Mstep: Class 7 contains 114409 members 
Mstep: Class 8 contains 260550 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40600 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 15 contains 37848 members 
Mstep: Class 19 contains 10698 members 
Mstep: Class 20 contains 225665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577472.000000 Penalty: 53945.000000
Iteration 76Q: 17 clusters Score -8.857747e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 4 contains 40433 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 114716 members 
Mstep: Class 8 contains 260215 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 13520 members 
Mstep: Class 15 contains 37796 members 
Mstep: Class 19 contains 10648 members 
Mstep: Class 20 contains 225523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577984.000000 Penalty: 53945.000000
Iteration 77Q: 17 clusters Score -8.857798e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 40367 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 6289 members 
Mstep: Class 7 contains 115039 members 
Mstep: Class 8 contains 259891 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40549 members 
Mstep: Class 13 contains 13755 members 
Mstep: Class 15 contains 37753 members 
Mstep: Class 19 contains 10583 members 
Mstep: Class 20 contains 225402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578240.000000 Penalty: 53945.000000
Iteration 78Q: 17 clusters Score -8.857824e+07 nChanged 1392
Entering ConstructFrom: 
Score: -88578240.000000 Penalty: 53945.000000
Entering ConstructFrom: 
Trying to split cluster 1 (20859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Entering Unmasked Estep 
Score: -2362502.250000 Penalty: 2466.494141
	Iteration 0F: 2 clusters Score -2362502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2347813.500000 Penalty: 4932.988281
	Iteration 0F: 3 clusters Score -2347814 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2352703.250000 Penalty: 4932.988281
	Iteration 1F: 3 clusters Score -2352703 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2353211.500000 Penalty: 4932.988281
	Iteration 2F: 3 clusters Score -2353212 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2353826.750000 Penalty: 4932.988281
	Iteration 3F: 3 clusters Score -2353827 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2354577.750000 Penalty: 4932.988281
	Iteration 4F: 3 clusters Score -2354578 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2355524.500000 Penalty: 4932.988281
	Iteration 5F: 3 clusters Score -2355524 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2356659.750000 Penalty: 4932.988281
	Iteration 6F: 3 clusters Score -2356660 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2357917.250000 Penalty: 4932.988281
	Iteration 7F: 3 clusters Score -2357917 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2359033.500000 Penalty: 4932.988281
	Iteration 8F: 3 clusters Score -2359034 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2359806.750000 Penalty: 4932.988281
	Iteration 9Q: 3 clusters Score -2359807 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2360247.750000 Penalty: 4932.988281
	Iteration 10Q: 3 clusters Score -2360248 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2360521.250000 Penalty: 4932.988281
	Iteration 11Q: 3 clusters Score -2360521 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2360638.000000 Penalty: 4932.988281
	Iteration 12Q: 3 clusters Score -2360638 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2360714.250000 Penalty: 4932.988281
	Iteration 13Q: 3 clusters Score -2360714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2360777.000000 Penalty: 4932.988281
	Iteration 14Q: 3 clusters Score -2360777 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2360817.250000 Penalty: 4932.988281
	Iteration 15Q: 3 clusters Score -2360817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2360847.500000 Penalty: 4932.988281
	Iteration 16Q: 3 clusters Score -2360848 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2360878.250000 Penalty: 4932.988281
	Iteration 17Q: 3 clusters Score -2360878 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2360914.250000 Penalty: 4932.988281
	Iteration 18Q: 3 clusters Score -2360914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2360937.750000 Penalty: 4932.988281
	Iteration 19Q: 3 clusters Score -2360938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2360956.500000 Penalty: 4932.988281
	Iteration 20F: 3 clusters Score -2360956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2360987.750000 Penalty: 4932.988281
	Iteration 21Q: 3 clusters Score -2360988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2361006.750000 Penalty: 4932.988281
	Iteration 22Q: 3 clusters Score -2361007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2361016.000000 Penalty: 4932.988281
	Iteration 23Q: 3 clusters Score -2361016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2361039.000000 Penalty: 4932.988281
	Iteration 24Q: 3 clusters Score -2361039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2361060.500000 Penalty: 4932.988281
	Iteration 25Q: 3 clusters Score -2361060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2361071.250000 Penalty: 4932.988281
	Iteration 26Q: 3 clusters Score -2361071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2361081.250000 Penalty: 4932.988281
	Iteration 27Q: 3 clusters Score -2361081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2361090.500000 Penalty: 4932.988281
	Iteration 28Q: 3 clusters Score -2361090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2361099.000000 Penalty: 4932.988281
	Iteration 29Q: 3 clusters Score -2361099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2361106.750000 Penalty: 4932.988281
	Iteration 30Q: 3 clusters Score -2361107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2361110.500000 Penalty: 4932.988281
	Iteration 31Q: 3 clusters Score -2361110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2361117.750000 Penalty: 4932.988281
	Iteration 32Q: 3 clusters Score -2361118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2361125.750000 Penalty: 4932.988281
	Iteration 33Q: 3 clusters Score -2361126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2361127.500000 Penalty: 4932.988281
	Iteration 34Q: 3 clusters Score -2361128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2361138.000000 Penalty: 4932.988281
	Iteration 35Q: 3 clusters Score -2361138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2361146.750000 Penalty: 4932.988281
	Iteration 36Q: 3 clusters Score -2361147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2361146.250000 Penalty: 4932.988281
	Iteration 37Q: 3 clusters Score -2361146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2361146.750000 Penalty: 4932.988281
	Iteration 38Q: 3 clusters Score -2361147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2361148.250000 Penalty: 4932.988281
	Iteration 39Q: 3 clusters Score -2361148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2361158.750000 Penalty: 4932.988281
	Iteration 40F: 3 clusters Score -2361159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2361162.500000 Penalty: 4932.988281
	Iteration 41Q: 3 clusters Score -2361162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2361167.000000 Penalty: 4932.988281
	Iteration 42Q: 3 clusters Score -2361167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2361167.250000 Penalty: 4932.988281
	Iteration 43Q: 3 clusters Score -2361167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2361161.500000 Penalty: 4932.988281
	Iteration 44Q: 3 clusters Score -2361162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2361163.000000 Penalty: 4932.988281
	Iteration 45Q: 3 clusters Score -2361163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2361164.000000 Penalty: 4932.988281
	Iteration 46Q: 3 clusters Score -2361164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2361163.250000 Penalty: 4932.988281
	Iteration 47Q: 3 clusters Score -2361163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2361165.500000 Penalty: 4932.988281
	Iteration 48Q: 3 clusters Score -2361166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2361168.000000 Penalty: 4932.988281
	Iteration 49Q: 3 clusters Score -2361168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2361165.500000 Penalty: 4932.988281
	Iteration 50Q: 3 clusters Score -2361166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2361173.500000 Penalty: 4932.988281
	Iteration 51Q: 3 clusters Score -2361174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2361173.500000 Penalty: 4932.988281
	Iteration 52Q: 3 clusters Score -2361174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2361175.250000 Penalty: 4932.988281
	Iteration 53Q: 3 clusters Score -2361175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2361179.000000 Penalty: 4932.988281
	Iteration 54Q: 3 clusters Score -2361179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2361177.250000 Penalty: 4932.988281
	Iteration 55Q: 3 clusters Score -2361177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2361179.500000 Penalty: 4932.988281
	Iteration 56Q: 3 clusters Score -2361180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2361175.000000 Penalty: 4932.988281
	Iteration 57Q: 3 clusters Score -2361175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2361174.750000 Penalty: 4932.988281
	Iteration 58Q: 3 clusters Score -2361175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2361180.250000 Penalty: 4932.988281
	Iteration 59Q: 3 clusters Score -2361180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2361179.750000 Penalty: 4932.988281
	Iteration 60F: 3 clusters Score -2361180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2361182.000000 Penalty: 4932.988281
	Iteration 61Q: 3 clusters Score -2361182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2361179.250000 Penalty: 4932.988281
	Iteration 62Q: 3 clusters Score -2361179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2361177.750000 Penalty: 4932.988281
	Iteration 63Q: 3 clusters Score -2361178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2361177.750000 Penalty: 4932.988281
	Iteration 64F: 3 clusters Score -2361178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -192791.765625 Penalty: 1867.692017
	Iteration 0F: 2 clusters Score -192791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190334.328125 Penalty: 3735.384033
	Iteration 0F: 3 clusters Score -190334.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191366.531250 Penalty: 3735.384033
	Iteration 1F: 3 clusters Score -191366.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -192168.750000 Penalty: 3735.384033
	Iteration 2F: 3 clusters Score -192168.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -192734.984375 Penalty: 3735.384033
	Iteration 3F: 3 clusters Score -192735 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -193014.890625 Penalty: 3735.384033
	Iteration 4F: 3 clusters Score -193014.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -193146.781250 Penalty: 3735.384033
	Iteration 5Q: 3 clusters Score -193146.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193270.937500 Penalty: 3735.384033
	Iteration 6Q: 3 clusters Score -193270.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -193438.484375 Penalty: 3735.384033
	Iteration 7Q: 3 clusters Score -193438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -193463.484375 Penalty: 3735.384033
	Iteration 8Q: 3 clusters Score -193463.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -193471.250000 Penalty: 3735.384033
	Iteration 9Q: 3 clusters Score -193471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -193479.750000 Penalty: 3735.384033
	Iteration 10Q: 3 clusters Score -193479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -193484.468750 Penalty: 3735.384033
	Iteration 11Q: 3 clusters Score -193484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -193486.234375 Penalty: 3735.384033
	Iteration 12Q: 3 clusters Score -193486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -193486.234375 Penalty: 3735.384033
	Iteration 13F: 3 clusters Score -193486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 115331 members 
Mstep: Class 8 contains 259596 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 40522 members 
Mstep: Class 13 contains 13973 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 37719 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 225254 members 
Entering Unmasked Estep 
Score: -88577688.000000 Penalty: 57316.562500
Splitting cluster 2 changes total score from -88578240.000000 to -88577688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -313006.937500 Penalty: 1955.281616
	Iteration 0F: 2 clusters Score -313006.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -309911.062500 Penalty: 3910.563232
	Iteration 0F: 3 clusters Score -309911.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -310493.937500 Penalty: 3910.563232
	Iteration 1F: 3 clusters Score -310493.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -310638.718750 Penalty: 3910.563232
	Iteration 2F: 3 clusters Score -310638.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -310706.218750 Penalty: 3910.563232
	Iteration 3Q: 3 clusters Score -310706.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -310754.906250 Penalty: 3910.563232
	Iteration 4Q: 3 clusters Score -310754.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -310787.875000 Penalty: 3910.563232
	Iteration 5Q: 3 clusters Score -310787.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -310811.281250 Penalty: 3910.563232
	Iteration 6Q: 3 clusters Score -310811.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -310823.437500 Penalty: 3910.563232
	Iteration 7Q: 3 clusters Score -310823.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -310831.843750 Penalty: 3910.563232
	Iteration 8Q: 3 clusters Score -310831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -310839.343750 Penalty: 3910.563232
	Iteration 9Q: 3 clusters Score -310839.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -310843.593750 Penalty: 3910.563232
	Iteration 10Q: 3 clusters Score -310843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -310846.625000 Penalty: 3910.563232
	Iteration 11Q: 3 clusters Score -310846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -310852.718750 Penalty: 3910.563232
	Iteration 12Q: 3 clusters Score -310852.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -310859.562500 Penalty: 3910.563232
	Iteration 13Q: 3 clusters Score -310859.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -310865.500000 Penalty: 3910.563232
	Iteration 14Q: 3 clusters Score -310865.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -310874.375000 Penalty: 3910.563232
	Iteration 15Q: 3 clusters Score -310874.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -310883.718750 Penalty: 3910.563232
	Iteration 16Q: 3 clusters Score -310883.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -310890.250000 Penalty: 3910.563232
	Iteration 17Q: 3 clusters Score -310890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -310897.125000 Penalty: 3910.563232
	Iteration 18Q: 3 clusters Score -310897.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -310901.500000 Penalty: 3910.563232
	Iteration 19Q: 3 clusters Score -310901.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -310907.031250 Penalty: 3910.563232
	Iteration 20F: 3 clusters Score -310907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -310912.750000 Penalty: 3910.563232
	Iteration 21Q: 3 clusters Score -310912.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -310919.562500 Penalty: 3910.563232
	Iteration 22Q: 3 clusters Score -310919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -310924.531250 Penalty: 3910.563232
	Iteration 23Q: 3 clusters Score -310924.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -310928.156250 Penalty: 3910.563232
	Iteration 24Q: 3 clusters Score -310928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -310932.937500 Penalty: 3910.563232
	Iteration 25Q: 3 clusters Score -310932.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -310938.812500 Penalty: 3910.563232
	Iteration 26Q: 3 clusters Score -310938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -310943.968750 Penalty: 3910.563232
	Iteration 27Q: 3 clusters Score -310944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -310949.500000 Penalty: 3910.563232
	Iteration 28Q: 3 clusters Score -310949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -310952.750000 Penalty: 3910.563232
	Iteration 29Q: 3 clusters Score -310952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -310952.968750 Penalty: 3910.563232
	Iteration 30Q: 3 clusters Score -310953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -310954.593750 Penalty: 3910.563232
	Iteration 31Q: 3 clusters Score -310954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -310954.750000 Penalty: 3910.563232
	Iteration 32Q: 3 clusters Score -310954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -310955.687500 Penalty: 3910.563232
	Iteration 33Q: 3 clusters Score -310955.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -310955.687500 Penalty: 3910.563232
	Iteration 34F: 3 clusters Score -310955.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Entering Unmasked Estep 
Score: -4459846.500000 Penalty: 2629.873779
	Iteration 0F: 2 clusters Score -4459846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4432583.000000 Penalty: 5259.747559
	Iteration 0F: 3 clusters Score -4432583 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4442536.000000 Penalty: 5259.747559
	Iteration 1F: 3 clusters Score -4442536 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4442991.000000 Penalty: 5259.747559
	Iteration 2Q: 3 clusters Score -4442991 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -4443420.000000 Penalty: 5259.747559
	Iteration 3Q: 3 clusters Score -4443420 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4443854.500000 Penalty: 5259.747559
	Iteration 4Q: 3 clusters Score -4443854 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4444382.500000 Penalty: 5259.747559
	Iteration 5Q: 3 clusters Score -4444382 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4445075.000000 Penalty: 5259.747559
	Iteration 6Q: 3 clusters Score -4445075 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4446154.000000 Penalty: 5259.747559
	Iteration 7F: 3 clusters Score -4446154 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4447696.500000 Penalty: 5259.747559
	Iteration 8F: 3 clusters Score -4447696 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4449867.500000 Penalty: 5259.747559
	Iteration 9F: 3 clusters Score -4449868 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4452552.500000 Penalty: 5259.747559
	Iteration 10F: 3 clusters Score -4452552 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4454897.500000 Penalty: 5259.747559
	Iteration 11F: 3 clusters Score -4454898 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4456357.500000 Penalty: 5259.747559
	Iteration 12Q: 3 clusters Score -4456358 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4457017.500000 Penalty: 5259.747559
	Iteration 13Q: 3 clusters Score -4457018 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4457285.500000 Penalty: 5259.747559
	Iteration 14Q: 3 clusters Score -4457286 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4457413.000000 Penalty: 5259.747559
	Iteration 15Q: 3 clusters Score -4457413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4457458.000000 Penalty: 5259.747559
	Iteration 16Q: 3 clusters Score -4457458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4457487.000000 Penalty: 5259.747559
	Iteration 17Q: 3 clusters Score -4457487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4457513.000000 Penalty: 5259.747559
	Iteration 18Q: 3 clusters Score -4457513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4457516.500000 Penalty: 5259.747559
	Iteration 19Q: 3 clusters Score -4457516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4457520.500000 Penalty: 5259.747559
	Iteration 20F: 3 clusters Score -4457520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4457526.000000 Penalty: 5259.747559
	Iteration 21Q: 3 clusters Score -4457526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4457529.000000 Penalty: 5259.747559
	Iteration 22Q: 3 clusters Score -4457529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4457529.000000 Penalty: 5259.747559
	Iteration 23Q: 3 clusters Score -4457529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4457529.000000 Penalty: 5259.747559
	Iteration 24F: 3 clusters Score -4457529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Entering Unmasked Estep 
Score: -788755.000000 Penalty: 2206.591309
	Iteration 0F: 2 clusters Score -788755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -782817.437500 Penalty: 4413.182617
	Iteration 0F: 3 clusters Score -782817.4 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -784666.937500 Penalty: 4413.182617
	Iteration 1F: 3 clusters Score -784666.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -785287.687500 Penalty: 4413.182617
	Iteration 2F: 3 clusters Score -785287.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -785914.750000 Penalty: 4413.182617
	Iteration 3F: 3 clusters Score -785914.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -786494.625000 Penalty: 4413.182617
	Iteration 4F: 3 clusters Score -786494.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -787009.000000 Penalty: 4413.182617
	Iteration 5F: 3 clusters Score -787009 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -787336.375000 Penalty: 4413.182617
	Iteration 6F: 3 clusters Score -787336.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -787520.062500 Penalty: 4413.182617
	Iteration 7Q: 3 clusters Score -787520.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -787608.500000 Penalty: 4413.182617
	Iteration 8Q: 3 clusters Score -787608.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -787667.312500 Penalty: 4413.182617
	Iteration 9Q: 3 clusters Score -787667.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -787702.187500 Penalty: 4413.182617
	Iteration 10Q: 3 clusters Score -787702.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -787733.062500 Penalty: 4413.182617
	Iteration 11Q: 3 clusters Score -787733.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -787751.250000 Penalty: 4413.182617
	Iteration 12Q: 3 clusters Score -787751.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -787764.687500 Penalty: 4413.182617
	Iteration 13Q: 3 clusters Score -787764.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -787771.062500 Penalty: 4413.182617
	Iteration 14Q: 3 clusters Score -787771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -787772.875000 Penalty: 4413.182617
	Iteration 15Q: 3 clusters Score -787772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -787773.875000 Penalty: 4413.182617
	Iteration 16Q: 3 clusters Score -787773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -787775.375000 Penalty: 4413.182617
	Iteration 17Q: 3 clusters Score -787775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -787775.375000 Penalty: 4413.182617
	Iteration 18F: 3 clusters Score -787775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -651320.375000 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -651320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -646039.312500 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -646039.3 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -647419.687500 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -647419.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -647747.687500 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -647747.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -647993.500000 Penalty: 4339.788574
	Iteration 3F: 3 clusters Score -647993.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -648197.625000 Penalty: 4339.788574
	Iteration 4Q: 3 clusters Score -648197.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -648381.187500 Penalty: 4339.788574
	Iteration 5Q: 3 clusters Score -648381.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -648549.250000 Penalty: 4339.788574
	Iteration 6Q: 3 clusters Score -648549.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -648699.437500 Penalty: 4339.788574
	Iteration 7Q: 3 clusters Score -648699.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -648837.187500 Penalty: 4339.788574
	Iteration 8Q: 3 clusters Score -648837.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -648947.000000 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -648947 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -649042.062500 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -649042.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -649120.125000 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -649120.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -649183.687500 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -649183.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -649228.625000 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -649228.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -649267.562500 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -649267.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -649307.437500 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -649307.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -649347.937500 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -649347.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -649384.875000 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -649384.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -649412.625000 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -649412.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -649436.812500 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -649436.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -649449.187500 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -649449.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -649460.187500 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -649460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -649468.250000 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -649468.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -649472.062500 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -649472.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -649481.812500 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -649481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -649491.000000 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -649491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -649497.312500 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -649497.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -649511.125000 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -649511.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -649528.562500 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -649528.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -649546.250000 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -649546.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -649571.500000 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -649571.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -649602.812500 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -649602.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -649655.125000 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -649655.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -649713.062500 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -649713.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -649767.000000 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -649767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -649807.750000 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -649807.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -649836.062500 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -649836.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -649857.250000 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -649857.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -649878.562500 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -649878.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -649902.000000 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -649902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -649919.250000 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -649919.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -649932.250000 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -649932.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -649945.187500 Penalty: 4339.788574
	Iteration 42Q: 3 clusters Score -649945.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -649954.375000 Penalty: 4339.788574
	Iteration 43Q: 3 clusters Score -649954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -649961.312500 Penalty: 4339.788574
	Iteration 44Q: 3 clusters Score -649961.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -649968.312500 Penalty: 4339.788574
	Iteration 45Q: 3 clusters Score -649968.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -649973.937500 Penalty: 4339.788574
	Iteration 46Q: 3 clusters Score -649973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -649977.250000 Penalty: 4339.788574
	Iteration 47Q: 3 clusters Score -649977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -649977.437500 Penalty: 4339.788574
	Iteration 48Q: 3 clusters Score -649977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -649980.062500 Penalty: 4339.788574
	Iteration 49Q: 3 clusters Score -649980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -649981.125000 Penalty: 4339.788574
	Iteration 50Q: 3 clusters Score -649981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -649980.750000 Penalty: 4339.788574
	Iteration 51Q: 3 clusters Score -649980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -649981.937500 Penalty: 4339.788574
	Iteration 52Q: 3 clusters Score -649981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -649984.750000 Penalty: 4339.788574
	Iteration 53Q: 3 clusters Score -649984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -649984.875000 Penalty: 4339.788574
	Iteration 54Q: 3 clusters Score -649984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -649986.312500 Penalty: 4339.788574
	Iteration 55Q: 3 clusters Score -649986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -649985.437500 Penalty: 4339.788574
	Iteration 56Q: 3 clusters Score -649985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -649987.000000 Penalty: 4339.788574
	Iteration 57Q: 3 clusters Score -649987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -649988.000000 Penalty: 4339.788574
	Iteration 58Q: 3 clusters Score -649988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -649990.375000 Penalty: 4339.788574
	Iteration 59Q: 3 clusters Score -649990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -649992.750000 Penalty: 4339.788574
	Iteration 60F: 3 clusters Score -649992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -649992.375000 Penalty: 4339.788574
	Iteration 61Q: 3 clusters Score -649992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -649991.250000 Penalty: 4339.788574
	Iteration 62Q: 3 clusters Score -649991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -649992.062500 Penalty: 4339.788574
	Iteration 63Q: 3 clusters Score -649992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -649993.562500 Penalty: 4339.788574
	Iteration 64Q: 3 clusters Score -649993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -649993.250000 Penalty: 4339.788574
	Iteration 65Q: 3 clusters Score -649993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -649993.625000 Penalty: 4339.788574
	Iteration 66Q: 3 clusters Score -649993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -649993.812500 Penalty: 4339.788574
	Iteration 67Q: 3 clusters Score -649993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -649996.812500 Penalty: 4339.788574
	Iteration 68Q: 3 clusters Score -649996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -649997.875000 Penalty: 4339.788574
	Iteration 69Q: 3 clusters Score -649997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -649998.437500 Penalty: 4339.788574
	Iteration 70Q: 3 clusters Score -649998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -650000.312500 Penalty: 4339.788574
	Iteration 71Q: 3 clusters Score -650000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -650002.250000 Penalty: 4339.788574
	Iteration 72Q: 3 clusters Score -650002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -650002.500000 Penalty: 4339.788574
	Iteration 73Q: 3 clusters Score -650002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -650002.500000 Penalty: 4339.788574
	Iteration 74F: 3 clusters Score -650002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -12992702.000000 Penalty: 2890.579346
	Iteration 0F: 2 clusters Score -1.29927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -12915485.000000 Penalty: 5781.158691
	Iteration 0F: 3 clusters Score -1.291548e+07 nChanged 54885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -12946882.000000 Penalty: 5781.158691
	Iteration 1F: 3 clusters Score -1.294688e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -12947743.000000 Penalty: 5781.158691
	Iteration 2Q: 3 clusters Score -1.294774e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -12948713.000000 Penalty: 5781.158691
	Iteration 3Q: 3 clusters Score -1.294871e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -12950407.000000 Penalty: 5781.158691
	Iteration 4Q: 3 clusters Score -1.295041e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -12953265.000000 Penalty: 5781.158691
	Iteration 5Q: 3 clusters Score -1.295326e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -12958652.000000 Penalty: 5781.158691
	Iteration 6F: 3 clusters Score -1.295865e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -12967190.000000 Penalty: 5781.158691
	Iteration 7F: 3 clusters Score -1.296719e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -12977100.000000 Penalty: 5781.158691
	Iteration 8F: 3 clusters Score -1.29771e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -12984543.000000 Penalty: 5781.158691
	Iteration 9F: 3 clusters Score -1.298454e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -12988094.000000 Penalty: 5781.158691
	Iteration 10Q: 3 clusters Score -1.298809e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114319 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12989397.000000 Penalty: 5781.158691
	Iteration 11Q: 3 clusters Score -1.29894e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12989796.000000 Penalty: 5781.158691
	Iteration 12Q: 3 clusters Score -1.29898e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114910 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12989975.000000 Penalty: 5781.158691
	Iteration 13Q: 3 clusters Score -1.298998e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12990052.000000 Penalty: 5781.158691
	Iteration 14Q: 3 clusters Score -1.299005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12990060.000000 Penalty: 5781.158691
	Iteration 15Q: 3 clusters Score -1.299006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12990102.000000 Penalty: 5781.158691
	Iteration 16Q: 3 clusters Score -1.29901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12990139.000000 Penalty: 5781.158691
	Iteration 17Q: 3 clusters Score -1.299014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115042 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12990167.000000 Penalty: 5781.158691
	Iteration 18Q: 3 clusters Score -1.299017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12990177.000000 Penalty: 5781.158691
	Iteration 19Q: 3 clusters Score -1.299018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115050 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12990184.000000 Penalty: 5781.158691
	Iteration 20F: 3 clusters Score -1.299018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115054 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12990195.000000 Penalty: 5781.158691
	Iteration 21Q: 3 clusters Score -1.29902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12990213.000000 Penalty: 5781.158691
	Iteration 22Q: 3 clusters Score -1.299021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12990221.000000 Penalty: 5781.158691
	Iteration 23Q: 3 clusters Score -1.299022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12990215.000000 Penalty: 5781.158691
	Iteration 24Q: 3 clusters Score -1.299022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12990213.000000 Penalty: 5781.158691
	Iteration 25Q: 3 clusters Score -1.299021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12990220.000000 Penalty: 5781.158691
	Iteration 26Q: 3 clusters Score -1.299022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12990220.000000 Penalty: 5781.158691
	Iteration 27F: 3 clusters Score -1.299022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (259596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259596 members 
Entering Unmasked Estep 
Score: -29239878.000000 Penalty: 3091.786621
	Iteration 0F: 2 clusters Score -2.923988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129713 members 
Mstep: Class 2 contains 129883 members 
Entering Unmasked Estep 
Score: -29082136.000000 Penalty: 6183.573242
	Iteration 0F: 3 clusters Score -2.908214e+07 nChanged 125481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -29156486.000000 Penalty: 6183.573242
	Iteration 1F: 3 clusters Score -2.915649e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125312 members 
Mstep: Class 2 contains 134284 members 
Entering Unmasked Estep 
Score: -29158252.000000 Penalty: 6183.573242
	Iteration 2Q: 3 clusters Score -2.915825e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 135915 members 
Entering Unmasked Estep 
Score: -29160474.000000 Penalty: 6183.573242
	Iteration 3Q: 3 clusters Score -2.916047e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 138023 members 
Entering Unmasked Estep 
Score: -29163746.000000 Penalty: 6183.573242
	Iteration 4Q: 3 clusters Score -2.916375e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -29168984.000000 Penalty: 6183.573242
	Iteration 5Q: 3 clusters Score -2.916898e+07 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 143531 members 
Entering Unmasked Estep 
Score: -29177568.000000 Penalty: 6183.573242
	Iteration 6F: 3 clusters Score -2.917757e+07 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 146184 members 
Entering Unmasked Estep 
Score: -29189924.000000 Penalty: 6183.573242
	Iteration 7F: 3 clusters Score -2.918992e+07 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -29201274.000000 Penalty: 6183.573242
	Iteration 8F: 3 clusters Score -2.920127e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -29205870.000000 Penalty: 6183.573242
	Iteration 9Q: 3 clusters Score -2.920587e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -29206928.000000 Penalty: 6183.573242
	Iteration 10Q: 3 clusters Score -2.920693e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 149134 members 
Entering Unmasked Estep 
Score: -29207326.000000 Penalty: 6183.573242
	Iteration 11Q: 3 clusters Score -2.920733e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -29207546.000000 Penalty: 6183.573242
	Iteration 12Q: 3 clusters Score -2.920755e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 148502 members 
Entering Unmasked Estep 
Score: -29207664.000000 Penalty: 6183.573242
	Iteration 13Q: 3 clusters Score -2.920766e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111537 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -29207734.000000 Penalty: 6183.573242
	Iteration 14Q: 3 clusters Score -2.920773e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 147521 members 
Entering Unmasked Estep 
Score: -29207738.000000 Penalty: 6183.573242
	Iteration 15Q: 3 clusters Score -2.920774e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 146892 members 
Entering Unmasked Estep 
Score: -29207910.000000 Penalty: 6183.573242
	Iteration 16Q: 3 clusters Score -2.920791e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -29207986.000000 Penalty: 6183.573242
	Iteration 17Q: 3 clusters Score -2.920799e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 145515 members 
Entering Unmasked Estep 
Score: -29207984.000000 Penalty: 6183.573242
	Iteration 18Q: 3 clusters Score -2.920798e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114858 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -29208120.000000 Penalty: 6183.573242
	Iteration 19Q: 3 clusters Score -2.920812e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 144015 members 
Entering Unmasked Estep 
Score: -29208216.000000 Penalty: 6183.573242
	Iteration 20F: 3 clusters Score -2.920822e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -29208296.000000 Penalty: 6183.573242
	Iteration 21Q: 3 clusters Score -2.92083e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -29208262.000000 Penalty: 6183.573242
	Iteration 22Q: 3 clusters Score -2.920826e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117685 members 
Mstep: Class 2 contains 141911 members 
Entering Unmasked Estep 
Score: -29208406.000000 Penalty: 6183.573242
	Iteration 23Q: 3 clusters Score -2.920841e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118392 members 
Mstep: Class 2 contains 141204 members 
Entering Unmasked Estep 
Score: -29208366.000000 Penalty: 6183.573242
	Iteration 24Q: 3 clusters Score -2.920837e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -29208206.000000 Penalty: 6183.573242
	Iteration 25Q: 3 clusters Score -2.920821e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119775 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -29208266.000000 Penalty: 6183.573242
	Iteration 26Q: 3 clusters Score -2.920827e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120502 members 
Mstep: Class 2 contains 139094 members 
Entering Unmasked Estep 
Score: -29208276.000000 Penalty: 6183.573242
	Iteration 27Q: 3 clusters Score -2.920828e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Mstep: Class 2 contains 138333 members 
Entering Unmasked Estep 
Score: -29208256.000000 Penalty: 6183.573242
	Iteration 28Q: 3 clusters Score -2.920826e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 137508 members 
Entering Unmasked Estep 
Score: -29208334.000000 Penalty: 6183.573242
	Iteration 29Q: 3 clusters Score -2.920833e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -29208422.000000 Penalty: 6183.573242
	Iteration 30Q: 3 clusters Score -2.920842e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 135672 members 
Entering Unmasked Estep 
Score: -29208624.000000 Penalty: 6183.573242
	Iteration 31Q: 3 clusters Score -2.920862e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 134720 members 
Entering Unmasked Estep 
Score: -29208648.000000 Penalty: 6183.573242
	Iteration 32Q: 3 clusters Score -2.920865e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 133727 members 
Entering Unmasked Estep 
Score: -29208650.000000 Penalty: 6183.573242
	Iteration 33Q: 3 clusters Score -2.920865e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126881 members 
Mstep: Class 2 contains 132715 members 
Entering Unmasked Estep 
Score: -29208654.000000 Penalty: 6183.573242
	Iteration 34Q: 3 clusters Score -2.920865e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 131603 members 
Entering Unmasked Estep 
Score: -29208854.000000 Penalty: 6183.573242
	Iteration 35Q: 3 clusters Score -2.920885e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129215 members 
Mstep: Class 2 contains 130381 members 
Entering Unmasked Estep 
Score: -29208784.000000 Penalty: 6183.573242
	Iteration 36Q: 3 clusters Score -2.920878e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130548 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -29208960.000000 Penalty: 6183.573242
	Iteration 37Q: 3 clusters Score -2.920896e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -29209122.000000 Penalty: 6183.573242
	Iteration 38Q: 3 clusters Score -2.920912e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -29209284.000000 Penalty: 6183.573242
	Iteration 39Q: 3 clusters Score -2.920928e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 124281 members 
Entering Unmasked Estep 
Score: -29209578.000000 Penalty: 6183.573242
	Iteration 40F: 3 clusters Score -2.920958e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137353 members 
Mstep: Class 2 contains 122243 members 
Entering Unmasked Estep 
Score: -29209872.000000 Penalty: 6183.573242
	Iteration 41Q: 3 clusters Score -2.920987e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 120040 members 
Entering Unmasked Estep 
Score: -29210274.000000 Penalty: 6183.573242
	Iteration 42Q: 3 clusters Score -2.921027e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 117771 members 
Entering Unmasked Estep 
Score: -29210524.000000 Penalty: 6183.573242
	Iteration 43Q: 3 clusters Score -2.921052e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144374 members 
Mstep: Class 2 contains 115222 members 
Entering Unmasked Estep 
Score: -29210950.000000 Penalty: 6183.573242
	Iteration 44Q: 3 clusters Score -2.921095e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147158 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -29211346.000000 Penalty: 6183.573242
	Iteration 45Q: 3 clusters Score -2.921135e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150155 members 
Mstep: Class 2 contains 109441 members 
Entering Unmasked Estep 
Score: -29211854.000000 Penalty: 6183.573242
	Iteration 46Q: 3 clusters Score -2.921185e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -29212438.000000 Penalty: 6183.573242
	Iteration 47Q: 3 clusters Score -2.921244e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -29213094.000000 Penalty: 6183.573242
	Iteration 48Q: 3 clusters Score -2.921309e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -29213874.000000 Penalty: 6183.573242
	Iteration 49Q: 3 clusters Score -2.921387e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165054 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -29214974.000000 Penalty: 6183.573242
	Iteration 50Q: 3 clusters Score -2.921497e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -29216080.000000 Penalty: 6183.573242
	Iteration 51Q: 3 clusters Score -2.921608e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174605 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -29217396.000000 Penalty: 6183.573242
	Iteration 52Q: 3 clusters Score -2.92174e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180053 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -29219160.000000 Penalty: 6183.573242
	Iteration 53Q: 3 clusters Score -2.921916e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185800 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -29221616.000000 Penalty: 6183.573242
	Iteration 54Q: 3 clusters Score -2.922162e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191646 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -29223392.000000 Penalty: 6183.573242
	Iteration 55Q: 3 clusters Score -2.922339e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197354 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -29225384.000000 Penalty: 6183.573242
	Iteration 56Q: 3 clusters Score -2.922538e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202944 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -29227666.000000 Penalty: 6183.573242
	Iteration 57Q: 3 clusters Score -2.922767e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208285 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -29229806.000000 Penalty: 6183.573242
	Iteration 58Q: 3 clusters Score -2.922981e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213269 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -29231880.000000 Penalty: 6183.573242
	Iteration 59Q: 3 clusters Score -2.923188e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217817 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -29234438.000000 Penalty: 6183.573242
	Iteration 60F: 3 clusters Score -2.923444e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222491 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -29236852.000000 Penalty: 6183.573242
	Iteration 61Q: 3 clusters Score -2.923685e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226784 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -29238710.000000 Penalty: 6183.573242
	Iteration 62Q: 3 clusters Score -2.923871e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230570 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -29239994.000000 Penalty: 6183.573242
	Iteration 63Q: 3 clusters Score -2.923999e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233789 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -29240684.000000 Penalty: 6183.573242
	Iteration 64Q: 3 clusters Score -2.924068e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236422 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -29240904.000000 Penalty: 6183.573242
	Iteration 65Q: 3 clusters Score -2.92409e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238615 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -29241234.000000 Penalty: 6183.573242
	Iteration 66Q: 3 clusters Score -2.924123e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240443 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -29241368.000000 Penalty: 6183.573242
	Iteration 67Q: 3 clusters Score -2.924137e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241968 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -29241456.000000 Penalty: 6183.573242
	Iteration 68Q: 3 clusters Score -2.924146e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243292 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -29241488.000000 Penalty: 6183.573242
	Iteration 69Q: 3 clusters Score -2.924149e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244450 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -29241214.000000 Penalty: 6183.573242
	Iteration 70Q: 3 clusters Score -2.924121e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245424 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -29241138.000000 Penalty: 6183.573242
	Iteration 71Q: 3 clusters Score -2.924114e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246348 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -29241008.000000 Penalty: 6183.573242
	Iteration 72Q: 3 clusters Score -2.924101e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247143 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -29240818.000000 Penalty: 6183.573242
	Iteration 73Q: 3 clusters Score -2.924082e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247843 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -29240660.000000 Penalty: 6183.573242
	Iteration 74Q: 3 clusters Score -2.924066e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248545 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -29240516.000000 Penalty: 6183.573242
	Iteration 75Q: 3 clusters Score -2.924052e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249180 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -29240358.000000 Penalty: 6183.573242
	Iteration 76Q: 3 clusters Score -2.924036e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249748 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -29240248.000000 Penalty: 6183.573242
	Iteration 77Q: 3 clusters Score -2.924025e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250259 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -29240180.000000 Penalty: 6183.573242
	Iteration 78Q: 3 clusters Score -2.924018e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250707 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -29240052.000000 Penalty: 6183.573242
	Iteration 79Q: 3 clusters Score -2.924005e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251168 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -29239914.000000 Penalty: 6183.573242
	Iteration 80F: 3 clusters Score -2.923991e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251618 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -29239912.000000 Penalty: 6183.573242
	Iteration 81Q: 3 clusters Score -2.923991e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252051 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -29239810.000000 Penalty: 6183.573242
	Iteration 82Q: 3 clusters Score -2.923981e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252448 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -29239594.000000 Penalty: 6183.573242
	Iteration 83Q: 3 clusters Score -2.923959e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252823 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -29239546.000000 Penalty: 6183.573242
	Iteration 84Q: 3 clusters Score -2.923955e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253161 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -29239426.000000 Penalty: 6183.573242
	Iteration 85Q: 3 clusters Score -2.923943e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253485 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -29239386.000000 Penalty: 6183.573242
	Iteration 86Q: 3 clusters Score -2.923939e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253769 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -29239278.000000 Penalty: 6183.573242
	Iteration 87Q: 3 clusters Score -2.923928e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254048 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -29239242.000000 Penalty: 6183.573242
	Iteration 88Q: 3 clusters Score -2.923924e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254309 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -29239170.000000 Penalty: 6183.573242
	Iteration 89Q: 3 clusters Score -2.923917e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254577 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -29239114.000000 Penalty: 6183.573242
	Iteration 90Q: 3 clusters Score -2.923911e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254813 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -29239018.000000 Penalty: 6183.573242
	Iteration 91Q: 3 clusters Score -2.923902e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255006 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -29238994.000000 Penalty: 6183.573242
	Iteration 92Q: 3 clusters Score -2.923899e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255196 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -29238896.000000 Penalty: 6183.573242
	Iteration 93Q: 3 clusters Score -2.92389e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255367 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -29238842.000000 Penalty: 6183.573242
	Iteration 94Q: 3 clusters Score -2.923884e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255527 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -29238800.000000 Penalty: 6183.573242
	Iteration 95Q: 3 clusters Score -2.92388e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255692 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -29238788.000000 Penalty: 6183.573242
	Iteration 96Q: 3 clusters Score -2.923879e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255871 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -29238716.000000 Penalty: 6183.573242
	Iteration 97Q: 3 clusters Score -2.923872e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256048 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -29238686.000000 Penalty: 6183.573242
	Iteration 98Q: 3 clusters Score -2.923869e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256186 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -29238662.000000 Penalty: 6183.573242
	Iteration 99Q: 3 clusters Score -2.923866e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256307 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -29238642.000000 Penalty: 6183.573242
	Iteration 100F: 3 clusters Score -2.923864e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256418 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -29238596.000000 Penalty: 6183.573242
	Iteration 101Q: 3 clusters Score -2.92386e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256510 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -29238626.000000 Penalty: 6183.573242
	Iteration 102Q: 3 clusters Score -2.923863e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256606 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -29238570.000000 Penalty: 6183.573242
	Iteration 103Q: 3 clusters Score -2.923857e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256715 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -29238524.000000 Penalty: 6183.573242
	Iteration 104Q: 3 clusters Score -2.923852e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256802 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -29238514.000000 Penalty: 6183.573242
	Iteration 105Q: 3 clusters Score -2.923851e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256888 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -29238498.000000 Penalty: 6183.573242
	Iteration 106Q: 3 clusters Score -2.92385e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256979 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -29238506.000000 Penalty: 6183.573242
	Iteration 107Q: 3 clusters Score -2.923851e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257057 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -29238484.000000 Penalty: 6183.573242
	Iteration 108Q: 3 clusters Score -2.923848e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257144 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -29238486.000000 Penalty: 6183.573242
	Iteration 109Q: 3 clusters Score -2.923849e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257221 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -29238434.000000 Penalty: 6183.573242
	Iteration 110Q: 3 clusters Score -2.923843e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257295 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -29238446.000000 Penalty: 6183.573242
	Iteration 111Q: 3 clusters Score -2.923845e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257364 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -29238376.000000 Penalty: 6183.573242
	Iteration 112Q: 3 clusters Score -2.923838e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257430 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -29238358.000000 Penalty: 6183.573242
	Iteration 113Q: 3 clusters Score -2.923836e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257485 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -29238352.000000 Penalty: 6183.573242
	Iteration 114Q: 3 clusters Score -2.923835e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257540 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -29238338.000000 Penalty: 6183.573242
	Iteration 115Q: 3 clusters Score -2.923834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257584 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -29238346.000000 Penalty: 6183.573242
	Iteration 116Q: 3 clusters Score -2.923835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257620 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -29238330.000000 Penalty: 6183.573242
	Iteration 117Q: 3 clusters Score -2.923833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257659 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -29238334.000000 Penalty: 6183.573242
	Iteration 118Q: 3 clusters Score -2.923833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257690 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -29238318.000000 Penalty: 6183.573242
	Iteration 119Q: 3 clusters Score -2.923832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257718 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -29238296.000000 Penalty: 6183.573242
	Iteration 120F: 3 clusters Score -2.92383e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257753 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -29238296.000000 Penalty: 6183.573242
	Iteration 121Q: 3 clusters Score -2.92383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257775 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -29238268.000000 Penalty: 6183.573242
	Iteration 122Q: 3 clusters Score -2.923827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257801 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -29238272.000000 Penalty: 6183.573242
	Iteration 123Q: 3 clusters Score -2.923827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257819 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -29238252.000000 Penalty: 6183.573242
	Iteration 124Q: 3 clusters Score -2.923825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257834 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -29238242.000000 Penalty: 6183.573242
	Iteration 125Q: 3 clusters Score -2.923824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257857 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -29238206.000000 Penalty: 6183.573242
	Iteration 126Q: 3 clusters Score -2.923821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257869 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -29238212.000000 Penalty: 6183.573242
	Iteration 127Q: 3 clusters Score -2.923821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257891 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -29238188.000000 Penalty: 6183.573242
	Iteration 128Q: 3 clusters Score -2.923819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257913 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -29238196.000000 Penalty: 6183.573242
	Iteration 129Q: 3 clusters Score -2.92382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257928 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -29238188.000000 Penalty: 6183.573242
	Iteration 130Q: 3 clusters Score -2.923819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257952 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -29238174.000000 Penalty: 6183.573242
	Iteration 131Q: 3 clusters Score -2.923817e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257982 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -29238158.000000 Penalty: 6183.573242
	Iteration 132Q: 3 clusters Score -2.923816e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258017 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -29238154.000000 Penalty: 6183.573242
	Iteration 133Q: 3 clusters Score -2.923815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258042 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -29238164.000000 Penalty: 6183.573242
	Iteration 134Q: 3 clusters Score -2.923816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258064 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -29238142.000000 Penalty: 6183.573242
	Iteration 135Q: 3 clusters Score -2.923814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258086 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -29238110.000000 Penalty: 6183.573242
	Iteration 136Q: 3 clusters Score -2.923811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258106 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -29238122.000000 Penalty: 6183.573242
	Iteration 137Q: 3 clusters Score -2.923812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258120 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -29238112.000000 Penalty: 6183.573242
	Iteration 138Q: 3 clusters Score -2.923811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258126 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -29238098.000000 Penalty: 6183.573242
	Iteration 139Q: 3 clusters Score -2.92381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258131 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -29238082.000000 Penalty: 6183.573242
	Iteration 140F: 3 clusters Score -2.923808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258134 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -29238076.000000 Penalty: 6183.573242
	Iteration 141Q: 3 clusters Score -2.923808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258138 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -29238082.000000 Penalty: 6183.573242
	Iteration 142Q: 3 clusters Score -2.923808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258146 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -29238072.000000 Penalty: 6183.573242
	Iteration 143Q: 3 clusters Score -2.923807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258153 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -29238050.000000 Penalty: 6183.573242
	Iteration 144Q: 3 clusters Score -2.923805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258156 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -29238058.000000 Penalty: 6183.573242
	Iteration 145Q: 3 clusters Score -2.923806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258155 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -29238060.000000 Penalty: 6183.573242
	Iteration 146Q: 3 clusters Score -2.923806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258156 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -29238056.000000 Penalty: 6183.573242
	Iteration 147Q: 3 clusters Score -2.923806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258157 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -29238056.000000 Penalty: 6183.573242
	Iteration 148Q: 3 clusters Score -2.923806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258159 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -29238058.000000 Penalty: 6183.573242
	Iteration 149Q: 3 clusters Score -2.923806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258161 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -29238064.000000 Penalty: 6183.573242
	Iteration 150Q: 3 clusters Score -2.923806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258163 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -29238066.000000 Penalty: 6183.573242
	Iteration 151Q: 3 clusters Score -2.923807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258164 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -29238058.000000 Penalty: 6183.573242
	Iteration 152Q: 3 clusters Score -2.923806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258165 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -29238066.000000 Penalty: 6183.573242
	Iteration 153Q: 3 clusters Score -2.923807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258171 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -29238060.000000 Penalty: 6183.573242
	Iteration 154Q: 3 clusters Score -2.923806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258174 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -29238058.000000 Penalty: 6183.573242
	Iteration 155Q: 3 clusters Score -2.923806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258181 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -29238064.000000 Penalty: 6183.573242
	Iteration 156Q: 3 clusters Score -2.923806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258190 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -29238056.000000 Penalty: 6183.573242
	Iteration 157Q: 3 clusters Score -2.923806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258195 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -29238038.000000 Penalty: 6183.573242
	Iteration 158Q: 3 clusters Score -2.923804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258198 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -29238034.000000 Penalty: 6183.573242
	Iteration 159Q: 3 clusters Score -2.923803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258204 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -29238038.000000 Penalty: 6183.573242
	Iteration 160F: 3 clusters Score -2.923804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258209 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -29238032.000000 Penalty: 6183.573242
	Iteration 161Q: 3 clusters Score -2.923803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258217 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -29238030.000000 Penalty: 6183.573242
	Iteration 162Q: 3 clusters Score -2.923803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258225 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -29238016.000000 Penalty: 6183.573242
	Iteration 163Q: 3 clusters Score -2.923802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258232 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -29238022.000000 Penalty: 6183.573242
	Iteration 164Q: 3 clusters Score -2.923802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258241 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -29238002.000000 Penalty: 6183.573242
	Iteration 165Q: 3 clusters Score -2.9238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258256 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -29237990.000000 Penalty: 6183.573242
	Iteration 166Q: 3 clusters Score -2.923799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258266 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -29237994.000000 Penalty: 6183.573242
	Iteration 167Q: 3 clusters Score -2.923799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258276 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -29237992.000000 Penalty: 6183.573242
	Iteration 168Q: 3 clusters Score -2.923799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258294 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -29238012.000000 Penalty: 6183.573242
	Iteration 169Q: 3 clusters Score -2.923801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258314 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -29238038.000000 Penalty: 6183.573242
	Iteration 170Q: 3 clusters Score -2.923804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258331 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -29238018.000000 Penalty: 6183.573242
	Iteration 171Q: 3 clusters Score -2.923802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258344 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -29238016.000000 Penalty: 6183.573242
	Iteration 172Q: 3 clusters Score -2.923802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258357 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -29238016.000000 Penalty: 6183.573242
	Iteration 173Q: 3 clusters Score -2.923802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258368 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -29238030.000000 Penalty: 6183.573242
	Iteration 174Q: 3 clusters Score -2.923803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258375 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -29238032.000000 Penalty: 6183.573242
	Iteration 175Q: 3 clusters Score -2.923803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258385 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -29238036.000000 Penalty: 6183.573242
	Iteration 176Q: 3 clusters Score -2.923804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258400 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -29238040.000000 Penalty: 6183.573242
	Iteration 177Q: 3 clusters Score -2.923804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258407 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -29238014.000000 Penalty: 6183.573242
	Iteration 178Q: 3 clusters Score -2.923801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258414 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -29238010.000000 Penalty: 6183.573242
	Iteration 179Q: 3 clusters Score -2.923801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258423 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -29238024.000000 Penalty: 6183.573242
	Iteration 180F: 3 clusters Score -2.923802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258431 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -29238012.000000 Penalty: 6183.573242
	Iteration 181Q: 3 clusters Score -2.923801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258436 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29238016.000000 Penalty: 6183.573242
	Iteration 182Q: 3 clusters Score -2.923802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258437 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -29238024.000000 Penalty: 6183.573242
	Iteration 183Q: 3 clusters Score -2.923802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258438 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -29238022.000000 Penalty: 6183.573242
	Iteration 184Q: 3 clusters Score -2.923802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258438 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -29238022.000000 Penalty: 6183.573242
	Iteration 185F: 3 clusters Score -2.923802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -831214.062500 Penalty: 2207.808838
	Iteration 0F: 2 clusters Score -831214.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -825180.562500 Penalty: 4415.617676
	Iteration 0F: 3 clusters Score -825180.6 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -826823.687500 Penalty: 4415.617676
	Iteration 1F: 3 clusters Score -826823.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -827106.562500 Penalty: 4415.617676
	Iteration 2F: 3 clusters Score -827106.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -827267.437500 Penalty: 4415.617676
	Iteration 3F: 3 clusters Score -827267.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -827388.812500 Penalty: 4415.617676
	Iteration 4Q: 3 clusters Score -827388.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -827513.437500 Penalty: 4415.617676
	Iteration 5Q: 3 clusters Score -827513.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -827626.187500 Penalty: 4415.617676
	Iteration 6Q: 3 clusters Score -827626.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -827729.562500 Penalty: 4415.617676
	Iteration 7Q: 3 clusters Score -827729.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -827856.625000 Penalty: 4415.617676
	Iteration 8Q: 3 clusters Score -827856.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -828016.562500 Penalty: 4415.617676
	Iteration 9Q: 3 clusters Score -828016.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -828199.000000 Penalty: 4415.617676
	Iteration 10Q: 3 clusters Score -828199 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -828437.437500 Penalty: 4415.617676
	Iteration 11Q: 3 clusters Score -828437.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -828739.875000 Penalty: 4415.617676
	Iteration 12Q: 3 clusters Score -828739.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -829177.187500 Penalty: 4415.617676
	Iteration 13Q: 3 clusters Score -829177.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -829817.250000 Penalty: 4415.617676
	Iteration 14F: 3 clusters Score -829817.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -830375.125000 Penalty: 4415.617676
	Iteration 15F: 3 clusters Score -830375.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -830718.125000 Penalty: 4415.617676
	Iteration 16Q: 3 clusters Score -830718.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -830900.500000 Penalty: 4415.617676
	Iteration 17Q: 3 clusters Score -830900.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -831004.687500 Penalty: 4415.617676
	Iteration 18Q: 3 clusters Score -831004.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -831050.687500 Penalty: 4415.617676
	Iteration 19Q: 3 clusters Score -831050.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -831063.437500 Penalty: 4415.617676
	Iteration 20F: 3 clusters Score -831063.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -831069.375000 Penalty: 4415.617676
	Iteration 21Q: 3 clusters Score -831069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -831069.875000 Penalty: 4415.617676
	Iteration 22Q: 3 clusters Score -831069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -831072.125000 Penalty: 4415.617676
	Iteration 23Q: 3 clusters Score -831072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -831072.125000 Penalty: 4415.617676
	Iteration 24F: 3 clusters Score -831072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Entering Unmasked Estep 
Score: -1286711.375000 Penalty: 2313.815186
	Iteration 0F: 2 clusters Score -1286711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1278163.750000 Penalty: 4627.630371
	Iteration 0F: 3 clusters Score -1278164 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1280593.750000 Penalty: 4627.630371
	Iteration 1F: 3 clusters Score -1280594 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1280877.000000 Penalty: 4627.630371
	Iteration 2F: 3 clusters Score -1280877 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1281090.375000 Penalty: 4627.630371
	Iteration 3Q: 3 clusters Score -1281090 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1281260.750000 Penalty: 4627.630371
	Iteration 4Q: 3 clusters Score -1281261 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1281386.750000 Penalty: 4627.630371
	Iteration 5Q: 3 clusters Score -1281387 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1281486.375000 Penalty: 4627.630371
	Iteration 6Q: 3 clusters Score -1281486 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1281572.000000 Penalty: 4627.630371
	Iteration 7Q: 3 clusters Score -1281572 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1281684.375000 Penalty: 4627.630371
	Iteration 8Q: 3 clusters Score -1281684 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1281826.250000 Penalty: 4627.630371
	Iteration 9Q: 3 clusters Score -1281826 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1282032.500000 Penalty: 4627.630371
	Iteration 10Q: 3 clusters Score -1282032 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1282301.750000 Penalty: 4627.630371
	Iteration 11Q: 3 clusters Score -1282302 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1282617.375000 Penalty: 4627.630371
	Iteration 12Q: 3 clusters Score -1282617 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1282999.500000 Penalty: 4627.630371
	Iteration 13Q: 3 clusters Score -1283000 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1283449.250000 Penalty: 4627.630371
	Iteration 14Q: 3 clusters Score -1283449 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1283828.000000 Penalty: 4627.630371
	Iteration 15Q: 3 clusters Score -1283828 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1284131.250000 Penalty: 4627.630371
	Iteration 16Q: 3 clusters Score -1284131 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1284338.375000 Penalty: 4627.630371
	Iteration 17Q: 3 clusters Score -1284338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1284454.500000 Penalty: 4627.630371
	Iteration 18Q: 3 clusters Score -1284454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1284524.125000 Penalty: 4627.630371
	Iteration 19Q: 3 clusters Score -1284524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1284577.000000 Penalty: 4627.630371
	Iteration 20F: 3 clusters Score -1284577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1284616.500000 Penalty: 4627.630371
	Iteration 21Q: 3 clusters Score -1284616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1284639.375000 Penalty: 4627.630371
	Iteration 22Q: 3 clusters Score -1284639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1284654.500000 Penalty: 4627.630371
	Iteration 23Q: 3 clusters Score -1284654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1284674.500000 Penalty: 4627.630371
	Iteration 24Q: 3 clusters Score -1284674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1284693.500000 Penalty: 4627.630371
	Iteration 25Q: 3 clusters Score -1284694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1284699.750000 Penalty: 4627.630371
	Iteration 26Q: 3 clusters Score -1284700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1284709.875000 Penalty: 4627.630371
	Iteration 27Q: 3 clusters Score -1284710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1284719.375000 Penalty: 4627.630371
	Iteration 28Q: 3 clusters Score -1284719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1284724.625000 Penalty: 4627.630371
	Iteration 29Q: 3 clusters Score -1284725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1284730.000000 Penalty: 4627.630371
	Iteration 30Q: 3 clusters Score -1284730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1284739.750000 Penalty: 4627.630371
	Iteration 31Q: 3 clusters Score -1284740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1284748.875000 Penalty: 4627.630371
	Iteration 32Q: 3 clusters Score -1284749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1284750.000000 Penalty: 4627.630371
	Iteration 33Q: 3 clusters Score -1284750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1284755.375000 Penalty: 4627.630371
	Iteration 34Q: 3 clusters Score -1284755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1284756.750000 Penalty: 4627.630371
	Iteration 35Q: 3 clusters Score -1284757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1284756.750000 Penalty: 4627.630371
	Iteration 36F: 3 clusters Score -1284757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -123022.468750 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -123022.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121017.093750 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -121017.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -121813.250000 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -121813.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122447.046875 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -122447 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123428.210938 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -123428.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124198.835938 Penalty: 3538.114746
	Iteration 4F: 3 clusters Score -124198.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -124617.468750 Penalty: 3538.114746
	Iteration 5F: 3 clusters Score -124617.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -124786.632812 Penalty: 3538.114746
	Iteration 6F: 3 clusters Score -124786.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -124887.742188 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -124887.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -124941.187500 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -124941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -124988.437500 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -124988.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -125028.109375 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -125028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -125050.296875 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -125050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -125054.789062 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -125054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -125054.789062 Penalty: 3538.114746
	Iteration 13F: 3 clusters Score -125054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 115331 members 
Mstep: Class 8 contains 259596 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 40522 members 
Mstep: Class 13 contains 13973 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37719 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 225254 members 
Entering Unmasked Estep 
Score: -88579016.000000 Penalty: 57316.562500
Splitting cluster 11 changes total score from -88578240.000000 to -88579016.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (40522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Entering Unmasked Estep 
Score: -4609072.500000 Penalty: 2631.180908
	Iteration 0F: 2 clusters Score -4609072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4581585.500000 Penalty: 5262.361816
	Iteration 0F: 3 clusters Score -4581586 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4591948.500000 Penalty: 5262.361816
	Iteration 1F: 3 clusters Score -4591948 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4592749.500000 Penalty: 5262.361816
	Iteration 2Q: 3 clusters Score -4592750 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4593896.500000 Penalty: 5262.361816
	Iteration 3F: 3 clusters Score -4593896 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4595698.500000 Penalty: 5262.361816
	Iteration 4F: 3 clusters Score -4595698 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -4598209.000000 Penalty: 5262.361816
	Iteration 5F: 3 clusters Score -4598209 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4600993.500000 Penalty: 5262.361816
	Iteration 6F: 3 clusters Score -4600994 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4603575.500000 Penalty: 5262.361816
	Iteration 7F: 3 clusters Score -4603576 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4605249.000000 Penalty: 5262.361816
	Iteration 8Q: 3 clusters Score -4605249 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4606124.500000 Penalty: 5262.361816
	Iteration 9Q: 3 clusters Score -4606124 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4606588.500000 Penalty: 5262.361816
	Iteration 10Q: 3 clusters Score -4606588 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4606786.500000 Penalty: 5262.361816
	Iteration 11Q: 3 clusters Score -4606786 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4606912.500000 Penalty: 5262.361816
	Iteration 12Q: 3 clusters Score -4606912 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4606956.500000 Penalty: 5262.361816
	Iteration 13Q: 3 clusters Score -4606956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4606994.000000 Penalty: 5262.361816
	Iteration 14Q: 3 clusters Score -4606994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4607024.000000 Penalty: 5262.361816
	Iteration 15Q: 3 clusters Score -4607024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4607038.000000 Penalty: 5262.361816
	Iteration 16Q: 3 clusters Score -4607038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4607063.500000 Penalty: 5262.361816
	Iteration 17Q: 3 clusters Score -4607064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4607072.500000 Penalty: 5262.361816
	Iteration 18Q: 3 clusters Score -4607072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4607088.000000 Penalty: 5262.361816
	Iteration 19Q: 3 clusters Score -4607088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4607108.500000 Penalty: 5262.361816
	Iteration 20F: 3 clusters Score -4607108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4607116.000000 Penalty: 5262.361816
	Iteration 21Q: 3 clusters Score -4607116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4607107.000000 Penalty: 5262.361816
	Iteration 22Q: 3 clusters Score -4607107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4607123.000000 Penalty: 5262.361816
	Iteration 23Q: 3 clusters Score -4607123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4607120.500000 Penalty: 5262.361816
	Iteration 24Q: 3 clusters Score -4607120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4607120.000000 Penalty: 5262.361816
	Iteration 25Q: 3 clusters Score -4607120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4607126.000000 Penalty: 5262.361816
	Iteration 26Q: 3 clusters Score -4607126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4607131.000000 Penalty: 5262.361816
	Iteration 27Q: 3 clusters Score -4607131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4607129.500000 Penalty: 5262.361816
	Iteration 28Q: 3 clusters Score -4607130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4607132.500000 Penalty: 5262.361816
	Iteration 29Q: 3 clusters Score -4607132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4607134.000000 Penalty: 5262.361816
	Iteration 30Q: 3 clusters Score -4607134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4607131.000000 Penalty: 5262.361816
	Iteration 31Q: 3 clusters Score -4607131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4607132.000000 Penalty: 5262.361816
	Iteration 32Q: 3 clusters Score -4607132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4607132.000000 Penalty: 5262.361816
	Iteration 33F: 3 clusters Score -4607132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Entering Unmasked Estep 
Score: -1570339.000000 Penalty: 2367.130615
	Iteration 0F: 2 clusters Score -1570339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1560171.625000 Penalty: 4734.261230
	Iteration 0F: 3 clusters Score -1560172 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1564076.750000 Penalty: 4734.261230
	Iteration 1F: 3 clusters Score -1564077 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1565697.625000 Penalty: 4734.261230
	Iteration 2F: 3 clusters Score -1565698 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1567451.625000 Penalty: 4734.261230
	Iteration 3F: 3 clusters Score -1567452 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1568781.000000 Penalty: 4734.261230
	Iteration 4F: 3 clusters Score -1568781 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1569595.000000 Penalty: 4734.261230
	Iteration 5F: 3 clusters Score -1569595 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1570054.625000 Penalty: 4734.261230
	Iteration 6Q: 3 clusters Score -1570055 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1570378.500000 Penalty: 4734.261230
	Iteration 7Q: 3 clusters Score -1570378 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1570607.625000 Penalty: 4734.261230
	Iteration 8Q: 3 clusters Score -1570608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1570749.625000 Penalty: 4734.261230
	Iteration 9Q: 3 clusters Score -1570750 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1570864.875000 Penalty: 4734.261230
	Iteration 10Q: 3 clusters Score -1570865 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1570944.375000 Penalty: 4734.261230
	Iteration 11Q: 3 clusters Score -1570944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1571018.875000 Penalty: 4734.261230
	Iteration 12Q: 3 clusters Score -1571019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1571063.125000 Penalty: 4734.261230
	Iteration 13Q: 3 clusters Score -1571063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1571101.875000 Penalty: 4734.261230
	Iteration 14Q: 3 clusters Score -1571102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1571140.125000 Penalty: 4734.261230
	Iteration 15Q: 3 clusters Score -1571140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1571174.875000 Penalty: 4734.261230
	Iteration 16Q: 3 clusters Score -1571175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1571211.750000 Penalty: 4734.261230
	Iteration 17Q: 3 clusters Score -1571212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1571248.000000 Penalty: 4734.261230
	Iteration 18Q: 3 clusters Score -1571248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1571271.250000 Penalty: 4734.261230
	Iteration 19Q: 3 clusters Score -1571271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1571295.875000 Penalty: 4734.261230
	Iteration 20F: 3 clusters Score -1571296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1571314.375000 Penalty: 4734.261230
	Iteration 21Q: 3 clusters Score -1571314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1571327.750000 Penalty: 4734.261230
	Iteration 22Q: 3 clusters Score -1571328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1571341.500000 Penalty: 4734.261230
	Iteration 23Q: 3 clusters Score -1571342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1571353.125000 Penalty: 4734.261230
	Iteration 24Q: 3 clusters Score -1571353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1571359.375000 Penalty: 4734.261230
	Iteration 25Q: 3 clusters Score -1571359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1571361.250000 Penalty: 4734.261230
	Iteration 26Q: 3 clusters Score -1571361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1571365.000000 Penalty: 4734.261230
	Iteration 27Q: 3 clusters Score -1571365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1571376.750000 Penalty: 4734.261230
	Iteration 28Q: 3 clusters Score -1571377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1571389.375000 Penalty: 4734.261230
	Iteration 29Q: 3 clusters Score -1571389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1571399.000000 Penalty: 4734.261230
	Iteration 30Q: 3 clusters Score -1571399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1571425.625000 Penalty: 4734.261230
	Iteration 31Q: 3 clusters Score -1571426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1571454.875000 Penalty: 4734.261230
	Iteration 32Q: 3 clusters Score -1571455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1571491.500000 Penalty: 4734.261230
	Iteration 33Q: 3 clusters Score -1571492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1571539.750000 Penalty: 4734.261230
	Iteration 34Q: 3 clusters Score -1571540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1571571.875000 Penalty: 4734.261230
	Iteration 35Q: 3 clusters Score -1571572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1571583.250000 Penalty: 4734.261230
	Iteration 36Q: 3 clusters Score -1571583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1571593.750000 Penalty: 4734.261230
	Iteration 37Q: 3 clusters Score -1571594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1571594.375000 Penalty: 4734.261230
	Iteration 38Q: 3 clusters Score -1571594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1571600.625000 Penalty: 4734.261230
	Iteration 39Q: 3 clusters Score -1571601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1571604.375000 Penalty: 4734.261230
	Iteration 40F: 3 clusters Score -1571604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 115331 members 
Mstep: Class 8 contains 259596 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 40522 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37719 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 225254 members 
Entering Unmasked Estep 
Score: -88579384.000000 Penalty: 60688.125000
Splitting cluster 13 changes total score from -88578240.000000 to -88579384.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 15 (37719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Entering Unmasked Estep 
Score: -4282185.500000 Penalty: 2613.403809
	Iteration 0F: 2 clusters Score -4282186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4256649.000000 Penalty: 5226.807617
	Iteration 0F: 3 clusters Score -4256649 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4266416.500000 Penalty: 5226.807617
	Iteration 1F: 3 clusters Score -4266416 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4267584.000000 Penalty: 5226.807617
	Iteration 2F: 3 clusters Score -4267584 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4269169.000000 Penalty: 5226.807617
	Iteration 3F: 3 clusters Score -4269169 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4271047.500000 Penalty: 5226.807617
	Iteration 4F: 3 clusters Score -4271048 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4273066.000000 Penalty: 5226.807617
	Iteration 5F: 3 clusters Score -4273066 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4275138.500000 Penalty: 5226.807617
	Iteration 6F: 3 clusters Score -4275138 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4277019.000000 Penalty: 5226.807617
	Iteration 7F: 3 clusters Score -4277019 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4278619.500000 Penalty: 5226.807617
	Iteration 8Q: 3 clusters Score -4278620 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4279561.000000 Penalty: 5226.807617
	Iteration 9Q: 3 clusters Score -4279561 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -4280016.500000 Penalty: 5226.807617
	Iteration 10Q: 3 clusters Score -4280016 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4280287.500000 Penalty: 5226.807617
	Iteration 11Q: 3 clusters Score -4280288 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4280492.500000 Penalty: 5226.807617
	Iteration 12Q: 3 clusters Score -4280492 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -4280667.000000 Penalty: 5226.807617
	Iteration 13Q: 3 clusters Score -4280667 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4280846.500000 Penalty: 5226.807617
	Iteration 14Q: 3 clusters Score -4280846 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4280966.000000 Penalty: 5226.807617
	Iteration 15Q: 3 clusters Score -4280966 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4281074.000000 Penalty: 5226.807617
	Iteration 16Q: 3 clusters Score -4281074 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4281176.500000 Penalty: 5226.807617
	Iteration 17Q: 3 clusters Score -4281176 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4281236.000000 Penalty: 5226.807617
	Iteration 18Q: 3 clusters Score -4281236 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4281293.500000 Penalty: 5226.807617
	Iteration 19Q: 3 clusters Score -4281294 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4281339.500000 Penalty: 5226.807617
	Iteration 20F: 3 clusters Score -4281340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4281362.000000 Penalty: 5226.807617
	Iteration 21Q: 3 clusters Score -4281362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4281393.000000 Penalty: 5226.807617
	Iteration 22Q: 3 clusters Score -4281393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4281417.000000 Penalty: 5226.807617
	Iteration 23Q: 3 clusters Score -4281417 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4281442.500000 Penalty: 5226.807617
	Iteration 24Q: 3 clusters Score -4281442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4281457.000000 Penalty: 5226.807617
	Iteration 25Q: 3 clusters Score -4281457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4281473.500000 Penalty: 5226.807617
	Iteration 26Q: 3 clusters Score -4281474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4281495.500000 Penalty: 5226.807617
	Iteration 27Q: 3 clusters Score -4281496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4281511.500000 Penalty: 5226.807617
	Iteration 28Q: 3 clusters Score -4281512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4281524.000000 Penalty: 5226.807617
	Iteration 29Q: 3 clusters Score -4281524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4281529.500000 Penalty: 5226.807617
	Iteration 30Q: 3 clusters Score -4281530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4281539.000000 Penalty: 5226.807617
	Iteration 31Q: 3 clusters Score -4281539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4281542.000000 Penalty: 5226.807617
	Iteration 32Q: 3 clusters Score -4281542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4281549.500000 Penalty: 5226.807617
	Iteration 33Q: 3 clusters Score -4281550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4281563.000000 Penalty: 5226.807617
	Iteration 34Q: 3 clusters Score -4281563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4281573.000000 Penalty: 5226.807617
	Iteration 35Q: 3 clusters Score -4281573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4281572.500000 Penalty: 5226.807617
	Iteration 36Q: 3 clusters Score -4281572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4281578.500000 Penalty: 5226.807617
	Iteration 37Q: 3 clusters Score -4281578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4281583.500000 Penalty: 5226.807617
	Iteration 38Q: 3 clusters Score -4281584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4281594.500000 Penalty: 5226.807617
	Iteration 39Q: 3 clusters Score -4281594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4281593.500000 Penalty: 5226.807617
	Iteration 40F: 3 clusters Score -4281594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4281590.000000 Penalty: 5226.807617
	Iteration 41Q: 3 clusters Score -4281590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4281598.500000 Penalty: 5226.807617
	Iteration 42Q: 3 clusters Score -4281598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4281594.500000 Penalty: 5226.807617
	Iteration 43Q: 3 clusters Score -4281594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4281603.500000 Penalty: 5226.807617
	Iteration 44Q: 3 clusters Score -4281604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4281600.000000 Penalty: 5226.807617
	Iteration 45Q: 3 clusters Score -4281600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4281597.000000 Penalty: 5226.807617
	Iteration 46Q: 3 clusters Score -4281597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4281604.000000 Penalty: 5226.807617
	Iteration 47Q: 3 clusters Score -4281604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4281608.000000 Penalty: 5226.807617
	Iteration 48Q: 3 clusters Score -4281608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4281606.500000 Penalty: 5226.807617
	Iteration 49Q: 3 clusters Score -4281606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4281608.500000 Penalty: 5226.807617
	Iteration 50Q: 3 clusters Score -4281608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4281608.500000 Penalty: 5226.807617
	Iteration 51Q: 3 clusters Score -4281608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4281613.000000 Penalty: 5226.807617
	Iteration 52Q: 3 clusters Score -4281613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4281616.000000 Penalty: 5226.807617
	Iteration 53Q: 3 clusters Score -4281616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4281617.500000 Penalty: 5226.807617
	Iteration 54Q: 3 clusters Score -4281618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4281624.000000 Penalty: 5226.807617
	Iteration 55Q: 3 clusters Score -4281624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4281621.500000 Penalty: 5226.807617
	Iteration 56Q: 3 clusters Score -4281622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4281624.500000 Penalty: 5226.807617
	Iteration 57Q: 3 clusters Score -4281624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4281620.000000 Penalty: 5226.807617
	Iteration 58Q: 3 clusters Score -4281620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4281628.000000 Penalty: 5226.807617
	Iteration 59Q: 3 clusters Score -4281628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4281626.000000 Penalty: 5226.807617
	Iteration 60F: 3 clusters Score -4281626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4281627.500000 Penalty: 5226.807617
	Iteration 61Q: 3 clusters Score -4281628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4281632.000000 Penalty: 5226.807617
	Iteration 62Q: 3 clusters Score -4281632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4281628.000000 Penalty: 5226.807617
	Iteration 63Q: 3 clusters Score -4281628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4281632.500000 Penalty: 5226.807617
	Iteration 64Q: 3 clusters Score -4281632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4281630.500000 Penalty: 5226.807617
	Iteration 65Q: 3 clusters Score -4281630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4281635.000000 Penalty: 5226.807617
	Iteration 66Q: 3 clusters Score -4281635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4281635.000000 Penalty: 5226.807617
	Iteration 67Q: 3 clusters Score -4281635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4281635.000000 Penalty: 5226.807617
	Iteration 68F: 3 clusters Score -4281635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1222885.500000 Penalty: 2296.901367
	Iteration 0F: 2 clusters Score -1222886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1214846.250000 Penalty: 4593.802734
	Iteration 0F: 3 clusters Score -1214846 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1217049.250000 Penalty: 4593.802734
	Iteration 1F: 3 clusters Score -1217049 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1217309.875000 Penalty: 4593.802734
	Iteration 2F: 3 clusters Score -1217310 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1217508.625000 Penalty: 4593.802734
	Iteration 3Q: 3 clusters Score -1217509 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1217677.625000 Penalty: 4593.802734
	Iteration 4Q: 3 clusters Score -1217678 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1217823.625000 Penalty: 4593.802734
	Iteration 5Q: 3 clusters Score -1217824 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1217977.000000 Penalty: 4593.802734
	Iteration 6Q: 3 clusters Score -1217977 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1218180.125000 Penalty: 4593.802734
	Iteration 7Q: 3 clusters Score -1218180 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1218421.750000 Penalty: 4593.802734
	Iteration 8Q: 3 clusters Score -1218422 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1218692.000000 Penalty: 4593.802734
	Iteration 9Q: 3 clusters Score -1218692 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1219036.875000 Penalty: 4593.802734
	Iteration 10Q: 3 clusters Score -1219037 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1219395.000000 Penalty: 4593.802734
	Iteration 11Q: 3 clusters Score -1219395 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1219734.125000 Penalty: 4593.802734
	Iteration 12Q: 3 clusters Score -1219734 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1220054.375000 Penalty: 4593.802734
	Iteration 13Q: 3 clusters Score -1220054 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1220336.250000 Penalty: 4593.802734
	Iteration 14Q: 3 clusters Score -1220336 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1220533.875000 Penalty: 4593.802734
	Iteration 15Q: 3 clusters Score -1220534 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1220650.250000 Penalty: 4593.802734
	Iteration 16Q: 3 clusters Score -1220650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1220725.500000 Penalty: 4593.802734
	Iteration 17Q: 3 clusters Score -1220726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1220775.125000 Penalty: 4593.802734
	Iteration 18Q: 3 clusters Score -1220775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1220804.000000 Penalty: 4593.802734
	Iteration 19Q: 3 clusters Score -1220804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1220825.875000 Penalty: 4593.802734
	Iteration 20F: 3 clusters Score -1220826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1220848.500000 Penalty: 4593.802734
	Iteration 21Q: 3 clusters Score -1220848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1220868.000000 Penalty: 4593.802734
	Iteration 22Q: 3 clusters Score -1220868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1220887.750000 Penalty: 4593.802734
	Iteration 23Q: 3 clusters Score -1220888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1220899.750000 Penalty: 4593.802734
	Iteration 24Q: 3 clusters Score -1220900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1220907.000000 Penalty: 4593.802734
	Iteration 25Q: 3 clusters Score -1220907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1220912.250000 Penalty: 4593.802734
	Iteration 26Q: 3 clusters Score -1220912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1220915.000000 Penalty: 4593.802734
	Iteration 27Q: 3 clusters Score -1220915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1220916.875000 Penalty: 4593.802734
	Iteration 28Q: 3 clusters Score -1220917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1220922.500000 Penalty: 4593.802734
	Iteration 29Q: 3 clusters Score -1220922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1220930.000000 Penalty: 4593.802734
	Iteration 30Q: 3 clusters Score -1220930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1220936.250000 Penalty: 4593.802734
	Iteration 31Q: 3 clusters Score -1220936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1220939.375000 Penalty: 4593.802734
	Iteration 32Q: 3 clusters Score -1220939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1220944.125000 Penalty: 4593.802734
	Iteration 33Q: 3 clusters Score -1220944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1220946.875000 Penalty: 4593.802734
	Iteration 34Q: 3 clusters Score -1220947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1220946.375000 Penalty: 4593.802734
	Iteration 35Q: 3 clusters Score -1220946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1220949.500000 Penalty: 4593.802734
	Iteration 36Q: 3 clusters Score -1220950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1220956.625000 Penalty: 4593.802734
	Iteration 37Q: 3 clusters Score -1220957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1220959.375000 Penalty: 4593.802734
	Iteration 38Q: 3 clusters Score -1220959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1220962.125000 Penalty: 4593.802734
	Iteration 39Q: 3 clusters Score -1220962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1220962.125000 Penalty: 4593.802734
	Iteration 40F: 3 clusters Score -1220962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1220962.125000 Penalty: 4593.802734
	Iteration 41Q: 3 clusters Score -1220962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1220963.250000 Penalty: 4593.802734
	Iteration 42Q: 3 clusters Score -1220963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1220964.625000 Penalty: 4593.802734
	Iteration 43Q: 3 clusters Score -1220965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1220964.375000 Penalty: 4593.802734
	Iteration 44Q: 3 clusters Score -1220964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1220965.625000 Penalty: 4593.802734
	Iteration 45Q: 3 clusters Score -1220966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1220965.625000 Penalty: 4593.802734
	Iteration 46F: 3 clusters Score -1220966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (225254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225254 members 
Entering Unmasked Estep 
Score: -25199678.000000 Penalty: 3056.595947
	Iteration 0F: 2 clusters Score -2.519968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112966 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -25054274.000000 Penalty: 6113.191895
	Iteration 0F: 3 clusters Score -2.505427e+07 nChanged 108779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -25117014.000000 Penalty: 6113.191895
	Iteration 1F: 3 clusters Score -2.511701e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -25118702.000000 Penalty: 6113.191895
	Iteration 2Q: 3 clusters Score -2.51187e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122109 members 
Mstep: Class 2 contains 103145 members 
Entering Unmasked Estep 
Score: -25120946.000000 Penalty: 6113.191895
	Iteration 3Q: 3 clusters Score -2.512095e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -25123978.000000 Penalty: 6113.191895
	Iteration 4Q: 3 clusters Score -2.512398e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134458 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -25129080.000000 Penalty: 6113.191895
	Iteration 5Q: 3 clusters Score -2.512908e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -25136146.000000 Penalty: 6113.191895
	Iteration 6F: 3 clusters Score -2.513615e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -25145718.000000 Penalty: 6113.191895
	Iteration 7F: 3 clusters Score -2.514572e+07 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -25156478.000000 Penalty: 6113.191895
	Iteration 8F: 3 clusters Score -2.515648e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -25167194.000000 Penalty: 6113.191895
	Iteration 9F: 3 clusters Score -2.516719e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197561 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -25176838.000000 Penalty: 6113.191895
	Iteration 10F: 3 clusters Score -2.517684e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207080 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -25184730.000000 Penalty: 6113.191895
	Iteration 11Q: 3 clusters Score -2.518473e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214049 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -25190414.000000 Penalty: 6113.191895
	Iteration 12Q: 3 clusters Score -2.519041e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218637 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -25193970.000000 Penalty: 6113.191895
	Iteration 13Q: 3 clusters Score -2.519397e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221379 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -25195472.000000 Penalty: 6113.191895
	Iteration 14Q: 3 clusters Score -2.519547e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222878 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -25196186.000000 Penalty: 6113.191895
	Iteration 15Q: 3 clusters Score -2.519619e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223657 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -25196684.000000 Penalty: 6113.191895
	Iteration 16Q: 3 clusters Score -2.519668e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25196816.000000 Penalty: 6113.191895
	Iteration 17Q: 3 clusters Score -2.519682e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224232 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -25196896.000000 Penalty: 6113.191895
	Iteration 18Q: 3 clusters Score -2.51969e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224352 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25197002.000000 Penalty: 6113.191895
	Iteration 19Q: 3 clusters Score -2.5197e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224425 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25197030.000000 Penalty: 6113.191895
	Iteration 20F: 3 clusters Score -2.519703e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224475 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -25197068.000000 Penalty: 6113.191895
	Iteration 21Q: 3 clusters Score -2.519707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224517 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -25197122.000000 Penalty: 6113.191895
	Iteration 22Q: 3 clusters Score -2.519712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -25197150.000000 Penalty: 6113.191895
	Iteration 23Q: 3 clusters Score -2.519715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224576 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -25197130.000000 Penalty: 6113.191895
	Iteration 24Q: 3 clusters Score -2.519713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224601 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -25197140.000000 Penalty: 6113.191895
	Iteration 25Q: 3 clusters Score -2.519714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224613 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -25197144.000000 Penalty: 6113.191895
	Iteration 26Q: 3 clusters Score -2.519714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224628 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -25197162.000000 Penalty: 6113.191895
	Iteration 27Q: 3 clusters Score -2.519716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224640 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -25197162.000000 Penalty: 6113.191895
	Iteration 28Q: 3 clusters Score -2.519716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224649 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -25197154.000000 Penalty: 6113.191895
	Iteration 29Q: 3 clusters Score -2.519715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224657 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -25197146.000000 Penalty: 6113.191895
	Iteration 30Q: 3 clusters Score -2.519715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224667 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25197162.000000 Penalty: 6113.191895
	Iteration 31Q: 3 clusters Score -2.519716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224668 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25197164.000000 Penalty: 6113.191895
	Iteration 32Q: 3 clusters Score -2.519716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224671 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -25197160.000000 Penalty: 6113.191895
	Iteration 33Q: 3 clusters Score -2.519716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224671 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -25197160.000000 Penalty: 6113.191895
	Iteration 34F: 3 clusters Score -2.519716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 7314 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 115331 members 
Mstep: Class 8 contains 259596 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 40522 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 15 contains 37719 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 225254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579640.000000 Penalty: 60688.125000
Iteration 79Q: 19 clusters Score -8.857964e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 2674 members 
Mstep: Class 4 contains 40249 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 115343 members 
Mstep: Class 8 contains 259327 members 
Mstep: Class 9 contains 7361 members 
Mstep: Class 10 contains 11273 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 40491 members 
Mstep: Class 13 contains 13597 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37678 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 225099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580664.000000 Penalty: 60688.125000
Iteration 80F: 19 clusters Score -8.858066e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 40204 members 
Mstep: Class 5 contains 7332 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 115525 members 
Mstep: Class 8 contains 259013 members 
Mstep: Class 9 contains 7370 members 
Mstep: Class 10 contains 11266 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 40461 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37642 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 19 contains 10421 members 
Mstep: Class 20 contains 224947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581064.000000 Penalty: 60688.125000
Iteration 81Q: 19 clusters Score -8.858106e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 2687 members 
Mstep: Class 4 contains 40152 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 115755 members 
Mstep: Class 8 contains 258720 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 11260 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 40427 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37614 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 19 contains 10374 members 
Mstep: Class 20 contains 224775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581504.000000 Penalty: 60688.125000
Iteration 82Q: 19 clusters Score -8.85815e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1764 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 40096 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 116017 members 
Mstep: Class 8 contains 258415 members 
Mstep: Class 9 contains 7390 members 
Mstep: Class 10 contains 11244 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 40390 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37586 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 20 contains 224647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581632.000000 Penalty: 60688.125000
Iteration 83Q: 19 clusters Score -8.858163e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1744 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 40045 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 116288 members 
Mstep: Class 8 contains 258106 members 
Mstep: Class 9 contains 7398 members 
Mstep: Class 10 contains 11243 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 40334 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37559 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 224510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582072.000000 Penalty: 60688.125000
Iteration 84Q: 19 clusters Score -8.858207e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1713 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 40001 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 116602 members 
Mstep: Class 8 contains 257817 members 
Mstep: Class 9 contains 7406 members 
Mstep: Class 10 contains 11229 members 
Mstep: Class 11 contains 346 members 
Mstep: Class 12 contains 40287 members 
Mstep: Class 13 contains 15116 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37529 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 19 contains 10201 members 
Mstep: Class 20 contains 224379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582360.000000 Penalty: 60688.125000
Iteration 85Q: 19 clusters Score -8.858236e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1683 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 39960 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 116959 members 
Mstep: Class 8 contains 257509 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 11229 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 12 contains 40243 members 
Mstep: Class 13 contains 15326 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37484 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 19 contains 10134 members 
Mstep: Class 20 contains 224264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582664.000000 Penalty: 60688.125000
Iteration 86Q: 19 clusters Score -8.858266e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1662 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 39916 members 
Mstep: Class 5 contains 7418 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 117298 members 
Mstep: Class 8 contains 257250 members 
Mstep: Class 9 contains 7426 members 
Mstep: Class 10 contains 11223 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 40208 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37434 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 19 contains 10070 members 
Mstep: Class 20 contains 224149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582872.000000 Penalty: 60688.125000
Iteration 87Q: 19 clusters Score -8.858287e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 39870 members 
Mstep: Class 5 contains 7429 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 117605 members 
Mstep: Class 8 contains 257017 members 
Mstep: Class 9 contains 7426 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 40180 members 
Mstep: Class 13 contains 15687 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37391 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 19 contains 10020 members 
Mstep: Class 20 contains 224006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583120.000000 Penalty: 60688.125000
Iteration 88Q: 19 clusters Score -8.858312e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1650 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 39839 members 
Mstep: Class 5 contains 7434 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 117831 members 
Mstep: Class 8 contains 256817 members 
Mstep: Class 9 contains 7434 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 40140 members 
Mstep: Class 13 contains 15890 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37358 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 223884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583264.000000 Penalty: 60688.125000
Iteration 89Q: 19 clusters Score -8.858326e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1650 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 39807 members 
Mstep: Class 5 contains 7439 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 118098 members 
Mstep: Class 8 contains 256594 members 
Mstep: Class 9 contains 7441 members 
Mstep: Class 10 contains 11177 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 40101 members 
Mstep: Class 13 contains 16046 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37337 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 223759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583448.000000 Penalty: 60688.125000
Iteration 90Q: 19 clusters Score -8.858345e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 39783 members 
Mstep: Class 5 contains 7445 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 118367 members 
Mstep: Class 8 contains 256331 members 
Mstep: Class 9 contains 7451 members 
Mstep: Class 10 contains 11172 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 40070 members 
Mstep: Class 13 contains 16207 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37316 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 223628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583760.000000 Penalty: 60688.125000
Iteration 91Q: 19 clusters Score -8.858376e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 39733 members 
Mstep: Class 5 contains 7452 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 118625 members 
Mstep: Class 8 contains 256113 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 40049 members 
Mstep: Class 13 contains 16364 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37288 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9829 members 
Mstep: Class 20 contains 223521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584144.000000 Penalty: 60688.125000
Iteration 92Q: 19 clusters Score -8.858414e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 39691 members 
Mstep: Class 5 contains 7457 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 118895 members 
Mstep: Class 8 contains 255888 members 
Mstep: Class 9 contains 7465 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 40019 members 
Mstep: Class 13 contains 16492 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37252 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 223437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584224.000000 Penalty: 60688.125000
Iteration 93Q: 19 clusters Score -8.858422e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 39648 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 119137 members 
Mstep: Class 8 contains 255715 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 40002 members 
Mstep: Class 13 contains 16622 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37207 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9717 members 
Mstep: Class 20 contains 223352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584208.000000 Penalty: 60688.125000
Iteration 94Q: 19 clusters Score -8.858421e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 39609 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 119379 members 
Mstep: Class 8 contains 255535 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 39982 members 
Mstep: Class 13 contains 16738 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37168 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9667 members 
Mstep: Class 20 contains 223267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584160.000000 Penalty: 60688.125000
Iteration 95Q: 19 clusters Score -8.858416e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 39571 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 6461 members 
Mstep: Class 7 contains 119646 members 
Mstep: Class 8 contains 255337 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 11123 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 39963 members 
Mstep: Class 13 contains 16840 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37140 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9618 members 
Mstep: Class 20 contains 223181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584496.000000 Penalty: 60688.125000
Iteration 96Q: 19 clusters Score -8.85845e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 39534 members 
Mstep: Class 5 contains 7480 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 119918 members 
Mstep: Class 8 contains 255163 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 11111 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 39938 members 
Mstep: Class 13 contains 16943 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37106 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9565 members 
Mstep: Class 20 contains 223089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584632.000000 Penalty: 60688.125000
Iteration 97Q: 19 clusters Score -8.858463e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 39506 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 120194 members 
Mstep: Class 8 contains 254950 members 
Mstep: Class 9 contains 7508 members 
Mstep: Class 10 contains 11112 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 39928 members 
Mstep: Class 13 contains 17030 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37087 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9509 members 
Mstep: Class 20 contains 222976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584736.000000 Penalty: 60688.125000
Iteration 98Q: 19 clusters Score -8.858474e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 39477 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 120486 members 
Mstep: Class 8 contains 254765 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 11112 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 39920 members 
Mstep: Class 13 contains 17111 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37071 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 222862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585040.000000 Penalty: 60688.125000
Iteration 99Q: 19 clusters Score -8.858504e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 39456 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 120763 members 
Mstep: Class 8 contains 254539 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 11107 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 39924 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37057 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9396 members 
Mstep: Class 20 contains 222778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585096.000000 Penalty: 60688.125000
Iteration 100F: 19 clusters Score -8.85851e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 7495 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 121036 members 
Mstep: Class 8 contains 254355 members 
Mstep: Class 9 contains 7534 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39911 members 
Mstep: Class 13 contains 17255 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37033 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 222664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585088.000000 Penalty: 60688.125000
Iteration 101Q: 19 clusters Score -8.858509e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 2880 members 
Mstep: Class 4 contains 39399 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 121308 members 
Mstep: Class 8 contains 254183 members 
Mstep: Class 9 contains 7542 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39901 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 37013 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 222559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585376.000000 Penalty: 60688.125000
Iteration 102Q: 19 clusters Score -8.858538e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1641 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 39377 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 121545 members 
Mstep: Class 8 contains 254028 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39897 members 
Mstep: Class 13 contains 17366 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36986 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9240 members 
Mstep: Class 20 contains 222472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585696.000000 Penalty: 60688.125000
Iteration 103Q: 19 clusters Score -8.85857e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 39361 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 121779 members 
Mstep: Class 8 contains 253897 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39874 members 
Mstep: Class 13 contains 17414 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9187 members 
Mstep: Class 20 contains 222382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585624.000000 Penalty: 60688.125000
Iteration 104Q: 19 clusters Score -8.858562e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 39346 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 121999 members 
Mstep: Class 8 contains 253779 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 11071 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39861 members 
Mstep: Class 13 contains 17458 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36940 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9132 members 
Mstep: Class 20 contains 222287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585528.000000 Penalty: 60688.125000
Iteration 105Q: 19 clusters Score -8.858553e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 39323 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 122205 members 
Mstep: Class 8 contains 253690 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39842 members 
Mstep: Class 13 contains 17484 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36913 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9085 members 
Mstep: Class 20 contains 222193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585592.000000 Penalty: 60688.125000
Iteration 106Q: 19 clusters Score -8.858559e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 39300 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 122460 members 
Mstep: Class 8 contains 253576 members 
Mstep: Class 9 contains 7577 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39822 members 
Mstep: Class 13 contains 17506 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36877 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9042 members 
Mstep: Class 20 contains 222099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585616.000000 Penalty: 60688.125000
Iteration 107Q: 19 clusters Score -8.858562e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 39279 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 122693 members 
Mstep: Class 8 contains 253468 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 11047 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39808 members 
Mstep: Class 13 contains 17526 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36832 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 20 contains 222008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585496.000000 Penalty: 60688.125000
Iteration 108Q: 19 clusters Score -8.85855e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 39258 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 122909 members 
Mstep: Class 8 contains 253350 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 11035 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39802 members 
Mstep: Class 13 contains 17554 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36803 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 8977 members 
Mstep: Class 20 contains 221924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585784.000000 Penalty: 60688.125000
Iteration 109Q: 19 clusters Score -8.858578e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 39241 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 123110 members 
Mstep: Class 8 contains 253224 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39784 members 
Mstep: Class 13 contains 17591 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36788 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 8931 members 
Mstep: Class 20 contains 221863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585952.000000 Penalty: 60688.125000
Iteration 110Q: 19 clusters Score -8.858595e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 2966 members 
Mstep: Class 4 contains 39221 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 123293 members 
Mstep: Class 8 contains 253097 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 11033 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39774 members 
Mstep: Class 13 contains 17618 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36781 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 221799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586144.000000 Penalty: 60688.125000
Iteration 111Q: 19 clusters Score -8.858614e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 39199 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 123452 members 
Mstep: Class 8 contains 253021 members 
Mstep: Class 9 contains 7592 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39763 members 
Mstep: Class 13 contains 17647 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36760 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 20 contains 221723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586144.000000 Penalty: 60688.125000
Iteration 112Q: 19 clusters Score -8.858614e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 39187 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 123607 members 
Mstep: Class 8 contains 252957 members 
Mstep: Class 9 contains 7597 members 
Mstep: Class 10 contains 11024 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39752 members 
Mstep: Class 13 contains 17669 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36735 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 8811 members 
Mstep: Class 20 contains 221638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586248.000000 Penalty: 60688.125000
Iteration 113Q: 19 clusters Score -8.858625e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 39172 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 123761 members 
Mstep: Class 8 contains 252901 members 
Mstep: Class 9 contains 7599 members 
Mstep: Class 10 contains 11019 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39738 members 
Mstep: Class 13 contains 17691 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36715 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 8774 members 
Mstep: Class 20 contains 221551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586320.000000 Penalty: 60688.125000
Iteration 114Q: 19 clusters Score -8.858632e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 39158 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 123928 members 
Mstep: Class 8 contains 252845 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 11015 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39731 members 
Mstep: Class 13 contains 17709 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36698 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 221461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586472.000000 Penalty: 60688.125000
Iteration 115Q: 19 clusters Score -8.858647e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 39152 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 124065 members 
Mstep: Class 8 contains 252784 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 11013 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39722 members 
Mstep: Class 13 contains 17733 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36686 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8678 members 
Mstep: Class 20 contains 221373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586624.000000 Penalty: 60688.125000
Iteration 116Q: 19 clusters Score -8.858662e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 4 contains 39140 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 124189 members 
Mstep: Class 8 contains 252701 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39719 members 
Mstep: Class 13 contains 17751 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36666 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 221322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586648.000000 Penalty: 60688.125000
Iteration 117Q: 19 clusters Score -8.858665e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 39123 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 124314 members 
Mstep: Class 8 contains 252614 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 11004 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39705 members 
Mstep: Class 13 contains 17770 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36655 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8561 members 
Mstep: Class 20 contains 221302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586728.000000 Penalty: 60688.125000
Iteration 118Q: 19 clusters Score -8.858673e+07 nChanged 589
Entering ConstructFrom: 
Score: -88586728.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (22533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Entering Unmasked Estep 
Score: -2550924.750000 Penalty: 2485.638672
	Iteration 0F: 2 clusters Score -2550925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2535208.750000 Penalty: 4971.277344
	Iteration 0F: 3 clusters Score -2535209 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2540637.750000 Penalty: 4971.277344
	Iteration 1F: 3 clusters Score -2540638 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2541143.500000 Penalty: 4971.277344
	Iteration 2F: 3 clusters Score -2541144 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2541671.750000 Penalty: 4971.277344
	Iteration 3F: 3 clusters Score -2541672 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2542302.250000 Penalty: 4971.277344
	Iteration 4F: 3 clusters Score -2542302 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2543091.500000 Penalty: 4971.277344
	Iteration 5F: 3 clusters Score -2543092 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2544019.250000 Penalty: 4971.277344
	Iteration 6F: 3 clusters Score -2544019 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2545022.250000 Penalty: 4971.277344
	Iteration 7F: 3 clusters Score -2545022 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2546018.000000 Penalty: 4971.277344
	Iteration 8F: 3 clusters Score -2546018 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2546834.500000 Penalty: 4971.277344
	Iteration 9F: 3 clusters Score -2546834 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2547339.000000 Penalty: 4971.277344
	Iteration 10Q: 3 clusters Score -2547339 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2547674.750000 Penalty: 4971.277344
	Iteration 11Q: 3 clusters Score -2547675 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2547837.250000 Penalty: 4971.277344
	Iteration 12Q: 3 clusters Score -2547837 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2547973.750000 Penalty: 4971.277344
	Iteration 13Q: 3 clusters Score -2547974 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2548069.000000 Penalty: 4971.277344
	Iteration 14Q: 3 clusters Score -2548069 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2548128.250000 Penalty: 4971.277344
	Iteration 15Q: 3 clusters Score -2548128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2548193.750000 Penalty: 4971.277344
	Iteration 16Q: 3 clusters Score -2548194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2548240.250000 Penalty: 4971.277344
	Iteration 17Q: 3 clusters Score -2548240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2548295.250000 Penalty: 4971.277344
	Iteration 18Q: 3 clusters Score -2548295 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2548337.250000 Penalty: 4971.277344
	Iteration 19Q: 3 clusters Score -2548337 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2548387.000000 Penalty: 4971.277344
	Iteration 20F: 3 clusters Score -2548387 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2548426.000000 Penalty: 4971.277344
	Iteration 21Q: 3 clusters Score -2548426 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2548471.750000 Penalty: 4971.277344
	Iteration 22Q: 3 clusters Score -2548472 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2548507.750000 Penalty: 4971.277344
	Iteration 23Q: 3 clusters Score -2548508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2548561.000000 Penalty: 4971.277344
	Iteration 24Q: 3 clusters Score -2548561 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2548594.500000 Penalty: 4971.277344
	Iteration 25Q: 3 clusters Score -2548594 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2548637.500000 Penalty: 4971.277344
	Iteration 26Q: 3 clusters Score -2548638 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2548692.500000 Penalty: 4971.277344
	Iteration 27Q: 3 clusters Score -2548692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2548734.250000 Penalty: 4971.277344
	Iteration 28Q: 3 clusters Score -2548734 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2548782.750000 Penalty: 4971.277344
	Iteration 29Q: 3 clusters Score -2548783 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2548819.500000 Penalty: 4971.277344
	Iteration 30Q: 3 clusters Score -2548820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2548865.250000 Penalty: 4971.277344
	Iteration 31Q: 3 clusters Score -2548865 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2548920.000000 Penalty: 4971.277344
	Iteration 32Q: 3 clusters Score -2548920 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2548968.250000 Penalty: 4971.277344
	Iteration 33Q: 3 clusters Score -2548968 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2549014.500000 Penalty: 4971.277344
	Iteration 34Q: 3 clusters Score -2549014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2549057.500000 Penalty: 4971.277344
	Iteration 35Q: 3 clusters Score -2549058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2549113.000000 Penalty: 4971.277344
	Iteration 36Q: 3 clusters Score -2549113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2549166.500000 Penalty: 4971.277344
	Iteration 37Q: 3 clusters Score -2549166 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2549224.750000 Penalty: 4971.277344
	Iteration 38Q: 3 clusters Score -2549225 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2549281.000000 Penalty: 4971.277344
	Iteration 39Q: 3 clusters Score -2549281 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2549312.250000 Penalty: 4971.277344
	Iteration 40F: 3 clusters Score -2549312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2549340.250000 Penalty: 4971.277344
	Iteration 41Q: 3 clusters Score -2549340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2549376.250000 Penalty: 4971.277344
	Iteration 42Q: 3 clusters Score -2549376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2549412.500000 Penalty: 4971.277344
	Iteration 43Q: 3 clusters Score -2549412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2549431.750000 Penalty: 4971.277344
	Iteration 44Q: 3 clusters Score -2549432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2549458.500000 Penalty: 4971.277344
	Iteration 45Q: 3 clusters Score -2549458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2549498.250000 Penalty: 4971.277344
	Iteration 46Q: 3 clusters Score -2549498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2549519.250000 Penalty: 4971.277344
	Iteration 47Q: 3 clusters Score -2549519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2549551.250000 Penalty: 4971.277344
	Iteration 48Q: 3 clusters Score -2549551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2549554.500000 Penalty: 4971.277344
	Iteration 49Q: 3 clusters Score -2549554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2549568.000000 Penalty: 4971.277344
	Iteration 50Q: 3 clusters Score -2549568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2549582.250000 Penalty: 4971.277344
	Iteration 51Q: 3 clusters Score -2549582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2549603.000000 Penalty: 4971.277344
	Iteration 52Q: 3 clusters Score -2549603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2549603.500000 Penalty: 4971.277344
	Iteration 53Q: 3 clusters Score -2549604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2549613.500000 Penalty: 4971.277344
	Iteration 54Q: 3 clusters Score -2549614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2549623.250000 Penalty: 4971.277344
	Iteration 55Q: 3 clusters Score -2549623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2549628.250000 Penalty: 4971.277344
	Iteration 56Q: 3 clusters Score -2549628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2549641.500000 Penalty: 4971.277344
	Iteration 57Q: 3 clusters Score -2549642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2549645.500000 Penalty: 4971.277344
	Iteration 58Q: 3 clusters Score -2549646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2549649.000000 Penalty: 4971.277344
	Iteration 59Q: 3 clusters Score -2549649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2549657.250000 Penalty: 4971.277344
	Iteration 60F: 3 clusters Score -2549657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2549659.750000 Penalty: 4971.277344
	Iteration 61Q: 3 clusters Score -2549660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2549659.750000 Penalty: 4971.277344
	Iteration 62Q: 3 clusters Score -2549660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2549668.500000 Penalty: 4971.277344
	Iteration 63Q: 3 clusters Score -2549668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2549669.750000 Penalty: 4971.277344
	Iteration 64Q: 3 clusters Score -2549670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2549670.000000 Penalty: 4971.277344
	Iteration 65Q: 3 clusters Score -2549670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2549667.500000 Penalty: 4971.277344
	Iteration 66Q: 3 clusters Score -2549668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2549669.000000 Penalty: 4971.277344
	Iteration 67Q: 3 clusters Score -2549669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2549669.000000 Penalty: 4971.277344
	Iteration 68Q: 3 clusters Score -2549669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2549667.250000 Penalty: 4971.277344
	Iteration 69Q: 3 clusters Score -2549667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2549673.500000 Penalty: 4971.277344
	Iteration 70Q: 3 clusters Score -2549674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2549667.750000 Penalty: 4971.277344
	Iteration 71Q: 3 clusters Score -2549668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2549668.250000 Penalty: 4971.277344
	Iteration 72Q: 3 clusters Score -2549668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2549673.750000 Penalty: 4971.277344
	Iteration 73Q: 3 clusters Score -2549674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2549673.750000 Penalty: 4971.277344
	Iteration 74F: 3 clusters Score -2549674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -170258.546875 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -170258.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -167978.562500 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -167978.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -168459.500000 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -168459.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -168657.421875 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -168657.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -168810.468750 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -168810.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -168977.437500 Penalty: 3671.010742
	Iteration 4Q: 3 clusters Score -168977.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -169139.312500 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -169139.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -169296.984375 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -169297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -169481.046875 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -169481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -169670.125000 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -169670.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169868.000000 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -169868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -170105.609375 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -170105.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170222.656250 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -170222.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -170309.468750 Penalty: 3671.010742
	Iteration 12Q: 3 clusters Score -170309.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -170440.437500 Penalty: 3671.010742
	Iteration 13Q: 3 clusters Score -170440.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -170646.562500 Penalty: 3671.010742
	Iteration 14Q: 3 clusters Score -170646.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -171036.421875 Penalty: 3671.010742
	Iteration 15Q: 3 clusters Score -171036.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -171108.203125 Penalty: 3671.010742
	Iteration 16Q: 3 clusters Score -171108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -171146.187500 Penalty: 3671.010742
	Iteration 17Q: 3 clusters Score -171146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -171174.625000 Penalty: 3671.010742
	Iteration 18Q: 3 clusters Score -171174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -171199.000000 Penalty: 3671.010742
	Iteration 19Q: 3 clusters Score -171199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -171227.609375 Penalty: 3671.010742
	Iteration 20F: 3 clusters Score -171227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -171242.375000 Penalty: 3671.010742
	Iteration 21Q: 3 clusters Score -171242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -171244.000000 Penalty: 3671.010742
	Iteration 22Q: 3 clusters Score -171244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -171244.000000 Penalty: 3671.010742
	Iteration 23F: 3 clusters Score -171244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 39101 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 124458 members 
Mstep: Class 8 contains 252502 members 
Mstep: Class 9 contains 7644 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39701 members 
Mstep: Class 13 contains 17800 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36635 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 19 contains 8508 members 
Mstep: Class 20 contains 221266 members 
Entering Unmasked Estep 
Score: -88586032.000000 Penalty: 64059.687500
Splitting cluster 2 changes total score from -88586728.000000 to -88586032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -358467.687500 Penalty: 1989.840820
	Iteration 0F: 2 clusters Score -358467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -355128.562500 Penalty: 3979.681641
	Iteration 0F: 3 clusters Score -355128.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -355778.718750 Penalty: 3979.681641
	Iteration 1F: 3 clusters Score -355778.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -355922.593750 Penalty: 3979.681641
	Iteration 2F: 3 clusters Score -355922.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -356013.812500 Penalty: 3979.681641
	Iteration 3Q: 3 clusters Score -356013.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -356066.062500 Penalty: 3979.681641
	Iteration 4Q: 3 clusters Score -356066.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -356097.500000 Penalty: 3979.681641
	Iteration 5Q: 3 clusters Score -356097.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -356122.781250 Penalty: 3979.681641
	Iteration 6Q: 3 clusters Score -356122.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -356142.406250 Penalty: 3979.681641
	Iteration 7Q: 3 clusters Score -356142.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -356158.781250 Penalty: 3979.681641
	Iteration 8Q: 3 clusters Score -356158.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -356174.937500 Penalty: 3979.681641
	Iteration 9Q: 3 clusters Score -356174.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -356190.750000 Penalty: 3979.681641
	Iteration 10Q: 3 clusters Score -356190.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -356204.437500 Penalty: 3979.681641
	Iteration 11Q: 3 clusters Score -356204.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -356222.656250 Penalty: 3979.681641
	Iteration 12Q: 3 clusters Score -356222.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -356239.000000 Penalty: 3979.681641
	Iteration 13Q: 3 clusters Score -356239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -356242.062500 Penalty: 3979.681641
	Iteration 14Q: 3 clusters Score -356242.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -356246.718750 Penalty: 3979.681641
	Iteration 15Q: 3 clusters Score -356246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -356248.281250 Penalty: 3979.681641
	Iteration 16Q: 3 clusters Score -356248.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356252.781250 Penalty: 3979.681641
	Iteration 17Q: 3 clusters Score -356252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -356256.031250 Penalty: 3979.681641
	Iteration 18Q: 3 clusters Score -356256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -356258.250000 Penalty: 3979.681641
	Iteration 19Q: 3 clusters Score -356258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -356261.218750 Penalty: 3979.681641
	Iteration 20F: 3 clusters Score -356261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -356265.406250 Penalty: 3979.681641
	Iteration 21Q: 3 clusters Score -356265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -356268.687500 Penalty: 3979.681641
	Iteration 22Q: 3 clusters Score -356268.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -356274.906250 Penalty: 3979.681641
	Iteration 23Q: 3 clusters Score -356274.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -356281.250000 Penalty: 3979.681641
	Iteration 24Q: 3 clusters Score -356281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -356288.687500 Penalty: 3979.681641
	Iteration 25Q: 3 clusters Score -356288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -356293.343750 Penalty: 3979.681641
	Iteration 26Q: 3 clusters Score -356293.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -356299.937500 Penalty: 3979.681641
	Iteration 27Q: 3 clusters Score -356299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -356307.937500 Penalty: 3979.681641
	Iteration 28Q: 3 clusters Score -356307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -356312.031250 Penalty: 3979.681641
	Iteration 29Q: 3 clusters Score -356312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -356316.125000 Penalty: 3979.681641
	Iteration 30Q: 3 clusters Score -356316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -356318.000000 Penalty: 3979.681641
	Iteration 31Q: 3 clusters Score -356318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -356319.843750 Penalty: 3979.681641
	Iteration 32Q: 3 clusters Score -356319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -356322.875000 Penalty: 3979.681641
	Iteration 33Q: 3 clusters Score -356322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -356326.062500 Penalty: 3979.681641
	Iteration 34Q: 3 clusters Score -356326.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -356329.687500 Penalty: 3979.681641
	Iteration 35Q: 3 clusters Score -356329.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -356335.781250 Penalty: 3979.681641
	Iteration 36Q: 3 clusters Score -356335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -356342.687500 Penalty: 3979.681641
	Iteration 37Q: 3 clusters Score -356342.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -356353.500000 Penalty: 3979.681641
	Iteration 38Q: 3 clusters Score -356353.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -356360.156250 Penalty: 3979.681641
	Iteration 39Q: 3 clusters Score -356360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -356366.843750 Penalty: 3979.681641
	Iteration 40F: 3 clusters Score -356366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -356374.250000 Penalty: 3979.681641
	Iteration 41Q: 3 clusters Score -356374.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -356390.593750 Penalty: 3979.681641
	Iteration 42Q: 3 clusters Score -356390.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -356408.281250 Penalty: 3979.681641
	Iteration 43Q: 3 clusters Score -356408.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -356417.593750 Penalty: 3979.681641
	Iteration 44Q: 3 clusters Score -356417.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -356424.281250 Penalty: 3979.681641
	Iteration 45Q: 3 clusters Score -356424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -356428.750000 Penalty: 3979.681641
	Iteration 46Q: 3 clusters Score -356428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -356433.000000 Penalty: 3979.681641
	Iteration 47Q: 3 clusters Score -356433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -356438.375000 Penalty: 3979.681641
	Iteration 48Q: 3 clusters Score -356438.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -356444.031250 Penalty: 3979.681641
	Iteration 49Q: 3 clusters Score -356444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -356451.468750 Penalty: 3979.681641
	Iteration 50Q: 3 clusters Score -356451.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -356458.250000 Penalty: 3979.681641
	Iteration 51Q: 3 clusters Score -356458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -356468.468750 Penalty: 3979.681641
	Iteration 52Q: 3 clusters Score -356468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -356477.625000 Penalty: 3979.681641
	Iteration 53Q: 3 clusters Score -356477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -356483.656250 Penalty: 3979.681641
	Iteration 54Q: 3 clusters Score -356483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -356487.781250 Penalty: 3979.681641
	Iteration 55Q: 3 clusters Score -356487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -356492.156250 Penalty: 3979.681641
	Iteration 56Q: 3 clusters Score -356492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -356496.406250 Penalty: 3979.681641
	Iteration 57Q: 3 clusters Score -356496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -356499.000000 Penalty: 3979.681641
	Iteration 58Q: 3 clusters Score -356499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -356503.125000 Penalty: 3979.681641
	Iteration 59Q: 3 clusters Score -356503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -356509.531250 Penalty: 3979.681641
	Iteration 60F: 3 clusters Score -356509.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -356516.718750 Penalty: 3979.681641
	Iteration 61Q: 3 clusters Score -356516.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -356523.406250 Penalty: 3979.681641
	Iteration 62Q: 3 clusters Score -356523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -356530.500000 Penalty: 3979.681641
	Iteration 63Q: 3 clusters Score -356530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -356536.906250 Penalty: 3979.681641
	Iteration 64Q: 3 clusters Score -356536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -356552.000000 Penalty: 3979.681641
	Iteration 65Q: 3 clusters Score -356552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -356566.875000 Penalty: 3979.681641
	Iteration 66Q: 3 clusters Score -356566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -356580.750000 Penalty: 3979.681641
	Iteration 67Q: 3 clusters Score -356580.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -356589.468750 Penalty: 3979.681641
	Iteration 68Q: 3 clusters Score -356589.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -356594.312500 Penalty: 3979.681641
	Iteration 69Q: 3 clusters Score -356594.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -356600.187500 Penalty: 3979.681641
	Iteration 70Q: 3 clusters Score -356600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -356605.843750 Penalty: 3979.681641
	Iteration 71Q: 3 clusters Score -356605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -356611.218750 Penalty: 3979.681641
	Iteration 72Q: 3 clusters Score -356611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -356615.375000 Penalty: 3979.681641
	Iteration 73Q: 3 clusters Score -356615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -356618.031250 Penalty: 3979.681641
	Iteration 74Q: 3 clusters Score -356618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -356620.656250 Penalty: 3979.681641
	Iteration 75Q: 3 clusters Score -356620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -356621.593750 Penalty: 3979.681641
	Iteration 76Q: 3 clusters Score -356621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -356624.062500 Penalty: 3979.681641
	Iteration 77Q: 3 clusters Score -356624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -356626.875000 Penalty: 3979.681641
	Iteration 78Q: 3 clusters Score -356626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -356628.875000 Penalty: 3979.681641
	Iteration 79Q: 3 clusters Score -356628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -356631.468750 Penalty: 3979.681641
	Iteration 80F: 3 clusters Score -356631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -356634.968750 Penalty: 3979.681641
	Iteration 81Q: 3 clusters Score -356635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -356640.468750 Penalty: 3979.681641
	Iteration 82Q: 3 clusters Score -356640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -356642.437500 Penalty: 3979.681641
	Iteration 83Q: 3 clusters Score -356642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -356643.281250 Penalty: 3979.681641
	Iteration 84Q: 3 clusters Score -356643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -356644.000000 Penalty: 3979.681641
	Iteration 85Q: 3 clusters Score -356644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -356649.093750 Penalty: 3979.681641
	Iteration 86Q: 3 clusters Score -356649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -356653.437500 Penalty: 3979.681641
	Iteration 87Q: 3 clusters Score -356653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -356656.031250 Penalty: 3979.681641
	Iteration 88Q: 3 clusters Score -356656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -356656.812500 Penalty: 3979.681641
	Iteration 89Q: 3 clusters Score -356656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -356659.093750 Penalty: 3979.681641
	Iteration 90Q: 3 clusters Score -356659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -356660.093750 Penalty: 3979.681641
	Iteration 91Q: 3 clusters Score -356660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -356660.093750 Penalty: 3979.681641
	Iteration 92F: 3 clusters Score -356660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Entering Unmasked Estep 
Score: -4326488.500000 Penalty: 2622.327881
	Iteration 0F: 2 clusters Score -4326488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4299991.000000 Penalty: 5244.655762
	Iteration 0F: 3 clusters Score -4299991 nChanged 17928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4309860.000000 Penalty: 5244.655762
	Iteration 1F: 3 clusters Score -4309860 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4310337.000000 Penalty: 5244.655762
	Iteration 2Q: 3 clusters Score -4310337 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4310811.500000 Penalty: 5244.655762
	Iteration 3Q: 3 clusters Score -4310812 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4311321.000000 Penalty: 5244.655762
	Iteration 4Q: 3 clusters Score -4311321 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4312147.000000 Penalty: 5244.655762
	Iteration 5Q: 3 clusters Score -4312147 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4313483.000000 Penalty: 5244.655762
	Iteration 6F: 3 clusters Score -4313483 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4315480.000000 Penalty: 5244.655762
	Iteration 7F: 3 clusters Score -4315480 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4318235.500000 Penalty: 5244.655762
	Iteration 8F: 3 clusters Score -4318236 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4320965.500000 Penalty: 5244.655762
	Iteration 9F: 3 clusters Score -4320966 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4322730.500000 Penalty: 5244.655762
	Iteration 10Q: 3 clusters Score -4322730 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4323555.500000 Penalty: 5244.655762
	Iteration 11Q: 3 clusters Score -4323556 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -4323914.500000 Penalty: 5244.655762
	Iteration 12Q: 3 clusters Score -4323914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -4324049.000000 Penalty: 5244.655762
	Iteration 13Q: 3 clusters Score -4324049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4324145.500000 Penalty: 5244.655762
	Iteration 14Q: 3 clusters Score -4324146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -4324179.000000 Penalty: 5244.655762
	Iteration 15Q: 3 clusters Score -4324179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -4324203.000000 Penalty: 5244.655762
	Iteration 16Q: 3 clusters Score -4324203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4324230.500000 Penalty: 5244.655762
	Iteration 17Q: 3 clusters Score -4324230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -4324243.000000 Penalty: 5244.655762
	Iteration 18Q: 3 clusters Score -4324243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -4324253.000000 Penalty: 5244.655762
	Iteration 19Q: 3 clusters Score -4324253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4324255.500000 Penalty: 5244.655762
	Iteration 20F: 3 clusters Score -4324256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4324259.000000 Penalty: 5244.655762
	Iteration 21Q: 3 clusters Score -4324259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4324267.000000 Penalty: 5244.655762
	Iteration 22Q: 3 clusters Score -4324267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4324271.000000 Penalty: 5244.655762
	Iteration 23Q: 3 clusters Score -4324271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4324271.000000 Penalty: 5244.655762
	Iteration 24F: 3 clusters Score -4324271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -810317.437500 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -810317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -804155.375000 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -804155.4 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -805831.187500 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -805831.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -806243.562500 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -806243.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -806715.375000 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -806715.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -807323.187500 Penalty: 4426.761230
	Iteration 4F: 3 clusters Score -807323.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -807993.250000 Penalty: 4426.761230
	Iteration 5F: 3 clusters Score -807993.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -808540.750000 Penalty: 4426.761230
	Iteration 6F: 3 clusters Score -808540.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -808890.125000 Penalty: 4426.761230
	Iteration 7F: 3 clusters Score -808890.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -809085.500000 Penalty: 4426.761230
	Iteration 8Q: 3 clusters Score -809085.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -809177.875000 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -809177.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -809241.375000 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -809241.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -809277.500000 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -809277.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -809299.250000 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -809299.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -809311.500000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -809311.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -809317.312500 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -809317.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -809325.500000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -809325.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -809331.062500 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -809331.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -809332.562500 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -809332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -809332.812500 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -809332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -809334.687500 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -809334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -809336.437500 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -809336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -809337.187500 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -809337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -809338.500000 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -809338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -809340.187500 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -809340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -809339.562500 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -809339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -809341.875000 Penalty: 4426.761230
	Iteration 25Q: 3 clusters Score -809341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -809341.875000 Penalty: 4426.761230
	Iteration 26F: 3 clusters Score -809341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -665666.625000 Penalty: 2175.376953
	Iteration 0F: 2 clusters Score -665666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -660193.500000 Penalty: 4350.753906
	Iteration 0F: 3 clusters Score -660193.5 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -661855.187500 Penalty: 4350.753906
	Iteration 1F: 3 clusters Score -661855.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -662249.750000 Penalty: 4350.753906
	Iteration 2F: 3 clusters Score -662249.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -662509.125000 Penalty: 4350.753906
	Iteration 3F: 3 clusters Score -662509.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -662744.375000 Penalty: 4350.753906
	Iteration 4F: 3 clusters Score -662744.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -662944.875000 Penalty: 4350.753906
	Iteration 5Q: 3 clusters Score -662944.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -663173.937500 Penalty: 4350.753906
	Iteration 6Q: 3 clusters Score -663173.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -663406.500000 Penalty: 4350.753906
	Iteration 7Q: 3 clusters Score -663406.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -663629.375000 Penalty: 4350.753906
	Iteration 8Q: 3 clusters Score -663629.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -663799.937500 Penalty: 4350.753906
	Iteration 9Q: 3 clusters Score -663799.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -663941.000000 Penalty: 4350.753906
	Iteration 10Q: 3 clusters Score -663941 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -664073.937500 Penalty: 4350.753906
	Iteration 11Q: 3 clusters Score -664073.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -664210.187500 Penalty: 4350.753906
	Iteration 12Q: 3 clusters Score -664210.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -664372.625000 Penalty: 4350.753906
	Iteration 13Q: 3 clusters Score -664372.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -664503.125000 Penalty: 4350.753906
	Iteration 14Q: 3 clusters Score -664503.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -664612.750000 Penalty: 4350.753906
	Iteration 15Q: 3 clusters Score -664612.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -664688.750000 Penalty: 4350.753906
	Iteration 16Q: 3 clusters Score -664688.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -664731.687500 Penalty: 4350.753906
	Iteration 17Q: 3 clusters Score -664731.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -664767.937500 Penalty: 4350.753906
	Iteration 18Q: 3 clusters Score -664767.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -664795.562500 Penalty: 4350.753906
	Iteration 19Q: 3 clusters Score -664795.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -664814.750000 Penalty: 4350.753906
	Iteration 20F: 3 clusters Score -664814.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -664827.687500 Penalty: 4350.753906
	Iteration 21Q: 3 clusters Score -664827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -664838.625000 Penalty: 4350.753906
	Iteration 22Q: 3 clusters Score -664838.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -664850.687500 Penalty: 4350.753906
	Iteration 23Q: 3 clusters Score -664850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -664857.750000 Penalty: 4350.753906
	Iteration 24Q: 3 clusters Score -664857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -664867.687500 Penalty: 4350.753906
	Iteration 25Q: 3 clusters Score -664867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -664870.062500 Penalty: 4350.753906
	Iteration 26Q: 3 clusters Score -664870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -664878.812500 Penalty: 4350.753906
	Iteration 27Q: 3 clusters Score -664878.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -664883.375000 Penalty: 4350.753906
	Iteration 28Q: 3 clusters Score -664883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -664888.937500 Penalty: 4350.753906
	Iteration 29Q: 3 clusters Score -664888.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -664896.437500 Penalty: 4350.753906
	Iteration 30Q: 3 clusters Score -664896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -664898.187500 Penalty: 4350.753906
	Iteration 31Q: 3 clusters Score -664898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -664901.750000 Penalty: 4350.753906
	Iteration 32Q: 3 clusters Score -664901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -664902.812500 Penalty: 4350.753906
	Iteration 33Q: 3 clusters Score -664902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -664905.562500 Penalty: 4350.753906
	Iteration 34Q: 3 clusters Score -664905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -664908.437500 Penalty: 4350.753906
	Iteration 35Q: 3 clusters Score -664908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -664910.062500 Penalty: 4350.753906
	Iteration 36Q: 3 clusters Score -664910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -664911.437500 Penalty: 4350.753906
	Iteration 37Q: 3 clusters Score -664911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -664912.125000 Penalty: 4350.753906
	Iteration 38Q: 3 clusters Score -664912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -664911.875000 Penalty: 4350.753906
	Iteration 39Q: 3 clusters Score -664911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -664911.875000 Penalty: 4350.753906
	Iteration 40F: 3 clusters Score -664911.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Entering Unmasked Estep 
Score: -14018199.000000 Penalty: 2909.467529
	Iteration 0F: 2 clusters Score -1.40182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -13934641.000000 Penalty: 5818.935059
	Iteration 0F: 3 clusters Score -1.393464e+07 nChanged 59353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -13968968.000000 Penalty: 5818.935059
	Iteration 1F: 3 clusters Score -1.396897e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -13969499.000000 Penalty: 5818.935059
	Iteration 2Q: 3 clusters Score -1.39695e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -13970197.000000 Penalty: 5818.935059
	Iteration 3Q: 3 clusters Score -1.39702e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -13970976.000000 Penalty: 5818.935059
	Iteration 4Q: 3 clusters Score -1.397098e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -13971749.000000 Penalty: 5818.935059
	Iteration 5Q: 3 clusters Score -1.397175e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -13972643.000000 Penalty: 5818.935059
	Iteration 6Q: 3 clusters Score -1.397264e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -13973577.000000 Penalty: 5818.935059
	Iteration 7Q: 3 clusters Score -1.397358e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -13974710.000000 Penalty: 5818.935059
	Iteration 8Q: 3 clusters Score -1.397471e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -13975833.000000 Penalty: 5818.935059
	Iteration 9Q: 3 clusters Score -1.397583e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -13977016.000000 Penalty: 5818.935059
	Iteration 10Q: 3 clusters Score -1.397702e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -13978662.000000 Penalty: 5818.935059
	Iteration 11Q: 3 clusters Score -1.397866e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -13980876.000000 Penalty: 5818.935059
	Iteration 12Q: 3 clusters Score -1.398088e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -13984125.000000 Penalty: 5818.935059
	Iteration 13Q: 3 clusters Score -1.398412e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -13988606.000000 Penalty: 5818.935059
	Iteration 14F: 3 clusters Score -1.398861e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 67548 members 
Entering Unmasked Estep 
Score: -13992967.000000 Penalty: 5818.935059
	Iteration 15F: 3 clusters Score -1.399297e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -13995785.000000 Penalty: 5818.935059
	Iteration 16Q: 3 clusters Score -1.399578e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -13997216.000000 Penalty: 5818.935059
	Iteration 17Q: 3 clusters Score -1.399722e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -13998099.000000 Penalty: 5818.935059
	Iteration 18Q: 3 clusters Score -1.39981e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -13998831.000000 Penalty: 5818.935059
	Iteration 19Q: 3 clusters Score -1.399883e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -13999650.000000 Penalty: 5818.935059
	Iteration 20F: 3 clusters Score -1.399965e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -14000519.000000 Penalty: 5818.935059
	Iteration 21Q: 3 clusters Score -1.400052e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -14001404.000000 Penalty: 5818.935059
	Iteration 22Q: 3 clusters Score -1.40014e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -14002514.000000 Penalty: 5818.935059
	Iteration 23Q: 3 clusters Score -1.400251e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -14003326.000000 Penalty: 5818.935059
	Iteration 24Q: 3 clusters Score -1.400333e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -14004276.000000 Penalty: 5818.935059
	Iteration 25Q: 3 clusters Score -1.400428e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -14005049.000000 Penalty: 5818.935059
	Iteration 26Q: 3 clusters Score -1.400505e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -14005731.000000 Penalty: 5818.935059
	Iteration 27Q: 3 clusters Score -1.400573e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -14006305.000000 Penalty: 5818.935059
	Iteration 28Q: 3 clusters Score -1.40063e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -14006704.000000 Penalty: 5818.935059
	Iteration 29Q: 3 clusters Score -1.40067e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -14006932.000000 Penalty: 5818.935059
	Iteration 30Q: 3 clusters Score -1.400693e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -14007150.000000 Penalty: 5818.935059
	Iteration 31Q: 3 clusters Score -1.400715e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -14007281.000000 Penalty: 5818.935059
	Iteration 32Q: 3 clusters Score -1.400728e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -14007413.000000 Penalty: 5818.935059
	Iteration 33Q: 3 clusters Score -1.400741e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -14007560.000000 Penalty: 5818.935059
	Iteration 34Q: 3 clusters Score -1.400756e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -14007627.000000 Penalty: 5818.935059
	Iteration 35Q: 3 clusters Score -1.400763e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -14007725.000000 Penalty: 5818.935059
	Iteration 36Q: 3 clusters Score -1.400772e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -14007782.000000 Penalty: 5818.935059
	Iteration 37Q: 3 clusters Score -1.400778e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -14007838.000000 Penalty: 5818.935059
	Iteration 38Q: 3 clusters Score -1.400784e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -14007852.000000 Penalty: 5818.935059
	Iteration 39Q: 3 clusters Score -1.400785e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -14007850.000000 Penalty: 5818.935059
	Iteration 40F: 3 clusters Score -1.400785e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -14007923.000000 Penalty: 5818.935059
	Iteration 41Q: 3 clusters Score -1.400792e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -14007982.000000 Penalty: 5818.935059
	Iteration 42Q: 3 clusters Score -1.400798e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -14007978.000000 Penalty: 5818.935059
	Iteration 43Q: 3 clusters Score -1.400798e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -14008019.000000 Penalty: 5818.935059
	Iteration 44Q: 3 clusters Score -1.400802e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -14008024.000000 Penalty: 5818.935059
	Iteration 45Q: 3 clusters Score -1.400802e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -14008093.000000 Penalty: 5818.935059
	Iteration 46Q: 3 clusters Score -1.400809e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -14008070.000000 Penalty: 5818.935059
	Iteration 47Q: 3 clusters Score -1.400807e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -14008075.000000 Penalty: 5818.935059
	Iteration 48Q: 3 clusters Score -1.400808e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -14008080.000000 Penalty: 5818.935059
	Iteration 49Q: 3 clusters Score -1.400808e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -14008060.000000 Penalty: 5818.935059
	Iteration 50Q: 3 clusters Score -1.400806e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -14008033.000000 Penalty: 5818.935059
	Iteration 51Q: 3 clusters Score -1.400803e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -14008026.000000 Penalty: 5818.935059
	Iteration 52Q: 3 clusters Score -1.400803e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -14008047.000000 Penalty: 5818.935059
	Iteration 53Q: 3 clusters Score -1.400805e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -14008019.000000 Penalty: 5818.935059
	Iteration 54Q: 3 clusters Score -1.400802e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -14008035.000000 Penalty: 5818.935059
	Iteration 55Q: 3 clusters Score -1.400804e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -14008045.000000 Penalty: 5818.935059
	Iteration 56Q: 3 clusters Score -1.400804e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -14008045.000000 Penalty: 5818.935059
	Iteration 57Q: 3 clusters Score -1.400804e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -14008033.000000 Penalty: 5818.935059
	Iteration 58Q: 3 clusters Score -1.400803e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -14008031.000000 Penalty: 5818.935059
	Iteration 59Q: 3 clusters Score -1.400803e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -14008059.000000 Penalty: 5818.935059
	Iteration 60F: 3 clusters Score -1.400806e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -14008054.000000 Penalty: 5818.935059
	Iteration 61Q: 3 clusters Score -1.400805e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -14008034.000000 Penalty: 5818.935059
	Iteration 62Q: 3 clusters Score -1.400803e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -14008072.000000 Penalty: 5818.935059
	Iteration 63Q: 3 clusters Score -1.400807e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -14008074.000000 Penalty: 5818.935059
	Iteration 64Q: 3 clusters Score -1.400807e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -14008092.000000 Penalty: 5818.935059
	Iteration 65Q: 3 clusters Score -1.400809e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -14008103.000000 Penalty: 5818.935059
	Iteration 66Q: 3 clusters Score -1.40081e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -14008120.000000 Penalty: 5818.935059
	Iteration 67Q: 3 clusters Score -1.400812e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -14008106.000000 Penalty: 5818.935059
	Iteration 68Q: 3 clusters Score -1.400811e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -14008105.000000 Penalty: 5818.935059
	Iteration 69Q: 3 clusters Score -1.40081e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -14008117.000000 Penalty: 5818.935059
	Iteration 70Q: 3 clusters Score -1.400812e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -14008126.000000 Penalty: 5818.935059
	Iteration 71Q: 3 clusters Score -1.400813e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -14008124.000000 Penalty: 5818.935059
	Iteration 72Q: 3 clusters Score -1.400812e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -14008105.000000 Penalty: 5818.935059
	Iteration 73Q: 3 clusters Score -1.40081e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -14008098.000000 Penalty: 5818.935059
	Iteration 74Q: 3 clusters Score -1.40081e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -14008082.000000 Penalty: 5818.935059
	Iteration 75Q: 3 clusters Score -1.400808e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -14008087.000000 Penalty: 5818.935059
	Iteration 76Q: 3 clusters Score -1.400809e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -14008118.000000 Penalty: 5818.935059
	Iteration 77Q: 3 clusters Score -1.400812e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -14008122.000000 Penalty: 5818.935059
	Iteration 78Q: 3 clusters Score -1.400812e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -14008141.000000 Penalty: 5818.935059
	Iteration 79Q: 3 clusters Score -1.400814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -14008143.000000 Penalty: 5818.935059
	Iteration 80F: 3 clusters Score -1.400814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -14008136.000000 Penalty: 5818.935059
	Iteration 81Q: 3 clusters Score -1.400814e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -14008146.000000 Penalty: 5818.935059
	Iteration 82Q: 3 clusters Score -1.400815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -14008150.000000 Penalty: 5818.935059
	Iteration 83Q: 3 clusters Score -1.400815e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -14008150.000000 Penalty: 5818.935059
	Iteration 84Q: 3 clusters Score -1.400815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -14008160.000000 Penalty: 5818.935059
	Iteration 85Q: 3 clusters Score -1.400816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -14008188.000000 Penalty: 5818.935059
	Iteration 86Q: 3 clusters Score -1.400819e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -14008195.000000 Penalty: 5818.935059
	Iteration 87Q: 3 clusters Score -1.40082e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -14008216.000000 Penalty: 5818.935059
	Iteration 88Q: 3 clusters Score -1.400822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -14008204.000000 Penalty: 5818.935059
	Iteration 89Q: 3 clusters Score -1.40082e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -14008205.000000 Penalty: 5818.935059
	Iteration 90Q: 3 clusters Score -1.40082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -14008200.000000 Penalty: 5818.935059
	Iteration 91Q: 3 clusters Score -1.40082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -14008218.000000 Penalty: 5818.935059
	Iteration 92Q: 3 clusters Score -1.400822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -14008196.000000 Penalty: 5818.935059
	Iteration 93Q: 3 clusters Score -1.40082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -14008178.000000 Penalty: 5818.935059
	Iteration 94Q: 3 clusters Score -1.400818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -14008185.000000 Penalty: 5818.935059
	Iteration 95Q: 3 clusters Score -1.400818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -14008195.000000 Penalty: 5818.935059
	Iteration 96Q: 3 clusters Score -1.40082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -14008175.000000 Penalty: 5818.935059
	Iteration 97Q: 3 clusters Score -1.400818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -14008198.000000 Penalty: 5818.935059
	Iteration 98Q: 3 clusters Score -1.40082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -14008204.000000 Penalty: 5818.935059
	Iteration 99Q: 3 clusters Score -1.40082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -14008197.000000 Penalty: 5818.935059
	Iteration 100F: 3 clusters Score -1.40082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -14008216.000000 Penalty: 5818.935059
	Iteration 101Q: 3 clusters Score -1.400822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -14008211.000000 Penalty: 5818.935059
	Iteration 102Q: 3 clusters Score -1.400821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -14008214.000000 Penalty: 5818.935059
	Iteration 103Q: 3 clusters Score -1.400821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -14008220.000000 Penalty: 5818.935059
	Iteration 104Q: 3 clusters Score -1.400822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -14008232.000000 Penalty: 5818.935059
	Iteration 105Q: 3 clusters Score -1.400823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -14008228.000000 Penalty: 5818.935059
	Iteration 106Q: 3 clusters Score -1.400823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -14008208.000000 Penalty: 5818.935059
	Iteration 107Q: 3 clusters Score -1.400821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -14008206.000000 Penalty: 5818.935059
	Iteration 108Q: 3 clusters Score -1.400821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -14008213.000000 Penalty: 5818.935059
	Iteration 109Q: 3 clusters Score -1.400821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -14008216.000000 Penalty: 5818.935059
	Iteration 110Q: 3 clusters Score -1.400822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -14008220.000000 Penalty: 5818.935059
	Iteration 111Q: 3 clusters Score -1.400822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -14008207.000000 Penalty: 5818.935059
	Iteration 112Q: 3 clusters Score -1.400821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -14008205.000000 Penalty: 5818.935059
	Iteration 113Q: 3 clusters Score -1.40082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -14008205.000000 Penalty: 5818.935059
	Iteration 114Q: 3 clusters Score -1.40082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -14008206.000000 Penalty: 5818.935059
	Iteration 115Q: 3 clusters Score -1.400821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -14008199.000000 Penalty: 5818.935059
	Iteration 116Q: 3 clusters Score -1.40082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -14008194.000000 Penalty: 5818.935059
	Iteration 117Q: 3 clusters Score -1.400819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -14008199.000000 Penalty: 5818.935059
	Iteration 118Q: 3 clusters Score -1.40082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -14008194.000000 Penalty: 5818.935059
	Iteration 119Q: 3 clusters Score -1.400819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -14008213.000000 Penalty: 5818.935059
	Iteration 120F: 3 clusters Score -1.400821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -14008214.000000 Penalty: 5818.935059
	Iteration 121Q: 3 clusters Score -1.400821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -14008203.000000 Penalty: 5818.935059
	Iteration 122Q: 3 clusters Score -1.40082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -14008204.000000 Penalty: 5818.935059
	Iteration 123Q: 3 clusters Score -1.40082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -14008200.000000 Penalty: 5818.935059
	Iteration 124Q: 3 clusters Score -1.40082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -14008208.000000 Penalty: 5818.935059
	Iteration 125Q: 3 clusters Score -1.400821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -14008205.000000 Penalty: 5818.935059
	Iteration 126Q: 3 clusters Score -1.40082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -14008200.000000 Penalty: 5818.935059
	Iteration 127Q: 3 clusters Score -1.40082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -14008200.000000 Penalty: 5818.935059
	Iteration 128Q: 3 clusters Score -1.40082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -14008207.000000 Penalty: 5818.935059
	Iteration 129Q: 3 clusters Score -1.400821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -14008208.000000 Penalty: 5818.935059
	Iteration 130Q: 3 clusters Score -1.400821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -14008209.000000 Penalty: 5818.935059
	Iteration 131Q: 3 clusters Score -1.400821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -14008209.000000 Penalty: 5818.935059
	Iteration 132F: 3 clusters Score -1.400821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (252502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252502 members 
Entering Unmasked Estep 
Score: -28451260.000000 Penalty: 3084.915283
	Iteration 0F: 2 clusters Score -2.845126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 126231 members 
Entering Unmasked Estep 
Score: -28294290.000000 Penalty: 6169.830566
	Iteration 0F: 3 clusters Score -2.829429e+07 nChanged 121928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -28365378.000000 Penalty: 6169.830566
	Iteration 1F: 3 clusters Score -2.836538e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 126183 members 
Entering Unmasked Estep 
Score: -28366266.000000 Penalty: 6169.830566
	Iteration 2Q: 3 clusters Score -2.836627e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126103 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -28367336.000000 Penalty: 6169.830566
	Iteration 3Q: 3 clusters Score -2.836734e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 126742 members 
Entering Unmasked Estep 
Score: -28368492.000000 Penalty: 6169.830566
	Iteration 4Q: 3 clusters Score -2.836849e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 127206 members 
Entering Unmasked Estep 
Score: -28369912.000000 Penalty: 6169.830566
	Iteration 5Q: 3 clusters Score -2.836991e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 127944 members 
Entering Unmasked Estep 
Score: -28371294.000000 Penalty: 6169.830566
	Iteration 6Q: 3 clusters Score -2.837129e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123526 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -28373252.000000 Penalty: 6169.830566
	Iteration 7Q: 3 clusters Score -2.837325e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122030 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -28375930.000000 Penalty: 6169.830566
	Iteration 8Q: 3 clusters Score -2.837593e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120115 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -28379188.000000 Penalty: 6169.830566
	Iteration 9Q: 3 clusters Score -2.837919e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -28383606.000000 Penalty: 6169.830566
	Iteration 10Q: 3 clusters Score -2.838361e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114745 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -28389536.000000 Penalty: 6169.830566
	Iteration 11Q: 3 clusters Score -2.838954e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -28397014.000000 Penalty: 6169.830566
	Iteration 12F: 3 clusters Score -2.839701e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 143047 members 
Entering Unmasked Estep 
Score: -28405062.000000 Penalty: 6169.830566
	Iteration 13F: 3 clusters Score -2.840506e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 144553 members 
Entering Unmasked Estep 
Score: -28411512.000000 Penalty: 6169.830566
	Iteration 14Q: 3 clusters Score -2.841151e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106837 members 
Mstep: Class 2 contains 145665 members 
Entering Unmasked Estep 
Score: -28415992.000000 Penalty: 6169.830566
	Iteration 15Q: 3 clusters Score -2.841599e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 146974 members 
Entering Unmasked Estep 
Score: -28418628.000000 Penalty: 6169.830566
	Iteration 16Q: 3 clusters Score -2.841863e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -28419602.000000 Penalty: 6169.830566
	Iteration 17Q: 3 clusters Score -2.84196e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 151178 members 
Entering Unmasked Estep 
Score: -28420682.000000 Penalty: 6169.830566
	Iteration 18Q: 3 clusters Score -2.842068e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 153804 members 
Entering Unmasked Estep 
Score: -28421734.000000 Penalty: 6169.830566
	Iteration 19Q: 3 clusters Score -2.842173e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 156707 members 
Entering Unmasked Estep 
Score: -28422826.000000 Penalty: 6169.830566
	Iteration 20F: 3 clusters Score -2.842283e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -28423764.000000 Penalty: 6169.830566
	Iteration 21Q: 3 clusters Score -2.842376e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 163175 members 
Entering Unmasked Estep 
Score: -28425090.000000 Penalty: 6169.830566
	Iteration 22Q: 3 clusters Score -2.842509e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 166728 members 
Entering Unmasked Estep 
Score: -28426304.000000 Penalty: 6169.830566
	Iteration 23Q: 3 clusters Score -2.84263e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 170440 members 
Entering Unmasked Estep 
Score: -28427778.000000 Penalty: 6169.830566
	Iteration 24Q: 3 clusters Score -2.842778e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 174497 members 
Entering Unmasked Estep 
Score: -28429498.000000 Penalty: 6169.830566
	Iteration 25Q: 3 clusters Score -2.84295e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 178789 members 
Entering Unmasked Estep 
Score: -28431290.000000 Penalty: 6169.830566
	Iteration 26Q: 3 clusters Score -2.843129e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 183198 members 
Entering Unmasked Estep 
Score: -28433230.000000 Penalty: 6169.830566
	Iteration 27Q: 3 clusters Score -2.843323e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 187679 members 
Entering Unmasked Estep 
Score: -28435556.000000 Penalty: 6169.830566
	Iteration 28Q: 3 clusters Score -2.843556e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 192272 members 
Entering Unmasked Estep 
Score: -28437668.000000 Penalty: 6169.830566
	Iteration 29Q: 3 clusters Score -2.843767e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 196688 members 
Entering Unmasked Estep 
Score: -28439740.000000 Penalty: 6169.830566
	Iteration 30Q: 3 clusters Score -2.843974e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 200960 members 
Entering Unmasked Estep 
Score: -28441842.000000 Penalty: 6169.830566
	Iteration 31Q: 3 clusters Score -2.844184e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 205026 members 
Entering Unmasked Estep 
Score: -28443820.000000 Penalty: 6169.830566
	Iteration 32Q: 3 clusters Score -2.844382e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 208970 members 
Entering Unmasked Estep 
Score: -28445778.000000 Penalty: 6169.830566
	Iteration 33Q: 3 clusters Score -2.844578e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 212535 members 
Entering Unmasked Estep 
Score: -28447566.000000 Penalty: 6169.830566
	Iteration 34Q: 3 clusters Score -2.844757e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 215796 members 
Entering Unmasked Estep 
Score: -28449104.000000 Penalty: 6169.830566
	Iteration 35Q: 3 clusters Score -2.84491e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 218761 members 
Entering Unmasked Estep 
Score: -28450210.000000 Penalty: 6169.830566
	Iteration 36Q: 3 clusters Score -2.845021e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 221385 members 
Entering Unmasked Estep 
Score: -28450986.000000 Penalty: 6169.830566
	Iteration 37Q: 3 clusters Score -2.845099e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 223755 members 
Entering Unmasked Estep 
Score: -28451334.000000 Penalty: 6169.830566
	Iteration 38Q: 3 clusters Score -2.845133e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 225870 members 
Entering Unmasked Estep 
Score: -28451518.000000 Penalty: 6169.830566
	Iteration 39Q: 3 clusters Score -2.845152e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 227771 members 
Entering Unmasked Estep 
Score: -28451628.000000 Penalty: 6169.830566
	Iteration 40F: 3 clusters Score -2.845163e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 229627 members 
Entering Unmasked Estep 
Score: -28451854.000000 Penalty: 6169.830566
	Iteration 41Q: 3 clusters Score -2.845185e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 231303 members 
Entering Unmasked Estep 
Score: -28451844.000000 Penalty: 6169.830566
	Iteration 42Q: 3 clusters Score -2.845184e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 232818 members 
Entering Unmasked Estep 
Score: -28451694.000000 Penalty: 6169.830566
	Iteration 43Q: 3 clusters Score -2.845169e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 234176 members 
Entering Unmasked Estep 
Score: -28451576.000000 Penalty: 6169.830566
	Iteration 44Q: 3 clusters Score -2.845158e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 235427 members 
Entering Unmasked Estep 
Score: -28451614.000000 Penalty: 6169.830566
	Iteration 45Q: 3 clusters Score -2.845161e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 236578 members 
Entering Unmasked Estep 
Score: -28451512.000000 Penalty: 6169.830566
	Iteration 46Q: 3 clusters Score -2.845151e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 237612 members 
Entering Unmasked Estep 
Score: -28451396.000000 Penalty: 6169.830566
	Iteration 47Q: 3 clusters Score -2.84514e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 238556 members 
Entering Unmasked Estep 
Score: -28451378.000000 Penalty: 6169.830566
	Iteration 48Q: 3 clusters Score -2.845138e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 239430 members 
Entering Unmasked Estep 
Score: -28451402.000000 Penalty: 6169.830566
	Iteration 49Q: 3 clusters Score -2.84514e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 240233 members 
Entering Unmasked Estep 
Score: -28451330.000000 Penalty: 6169.830566
	Iteration 50Q: 3 clusters Score -2.845133e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 240983 members 
Entering Unmasked Estep 
Score: -28451158.000000 Penalty: 6169.830566
	Iteration 51Q: 3 clusters Score -2.845116e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 241622 members 
Entering Unmasked Estep 
Score: -28451054.000000 Penalty: 6169.830566
	Iteration 52Q: 3 clusters Score -2.845105e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 242222 members 
Entering Unmasked Estep 
Score: -28450906.000000 Penalty: 6169.830566
	Iteration 53Q: 3 clusters Score -2.845091e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 242800 members 
Entering Unmasked Estep 
Score: -28450842.000000 Penalty: 6169.830566
	Iteration 54Q: 3 clusters Score -2.845084e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 243378 members 
Entering Unmasked Estep 
Score: -28450712.000000 Penalty: 6169.830566
	Iteration 55Q: 3 clusters Score -2.845071e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 243901 members 
Entering Unmasked Estep 
Score: -28450636.000000 Penalty: 6169.830566
	Iteration 56Q: 3 clusters Score -2.845064e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 244384 members 
Entering Unmasked Estep 
Score: -28450506.000000 Penalty: 6169.830566
	Iteration 57Q: 3 clusters Score -2.845051e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 244836 members 
Entering Unmasked Estep 
Score: -28450428.000000 Penalty: 6169.830566
	Iteration 58Q: 3 clusters Score -2.845043e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 245279 members 
Entering Unmasked Estep 
Score: -28450352.000000 Penalty: 6169.830566
	Iteration 59Q: 3 clusters Score -2.845035e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 245690 members 
Entering Unmasked Estep 
Score: -28450196.000000 Penalty: 6169.830566
	Iteration 60F: 3 clusters Score -2.84502e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 246097 members 
Entering Unmasked Estep 
Score: -28450178.000000 Penalty: 6169.830566
	Iteration 61Q: 3 clusters Score -2.845018e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 246428 members 
Entering Unmasked Estep 
Score: -28450090.000000 Penalty: 6169.830566
	Iteration 62Q: 3 clusters Score -2.845009e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 246761 members 
Entering Unmasked Estep 
Score: -28449984.000000 Penalty: 6169.830566
	Iteration 63Q: 3 clusters Score -2.844998e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 247065 members 
Entering Unmasked Estep 
Score: -28449976.000000 Penalty: 6169.830566
	Iteration 64Q: 3 clusters Score -2.844998e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 247386 members 
Entering Unmasked Estep 
Score: -28449872.000000 Penalty: 6169.830566
	Iteration 65Q: 3 clusters Score -2.844987e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 247695 members 
Entering Unmasked Estep 
Score: -28449782.000000 Penalty: 6169.830566
	Iteration 66Q: 3 clusters Score -2.844978e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 247988 members 
Entering Unmasked Estep 
Score: -28449694.000000 Penalty: 6169.830566
	Iteration 67Q: 3 clusters Score -2.844969e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 248239 members 
Entering Unmasked Estep 
Score: -28449640.000000 Penalty: 6169.830566
	Iteration 68Q: 3 clusters Score -2.844964e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 248438 members 
Entering Unmasked Estep 
Score: -28449588.000000 Penalty: 6169.830566
	Iteration 69Q: 3 clusters Score -2.844959e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 248622 members 
Entering Unmasked Estep 
Score: -28449504.000000 Penalty: 6169.830566
	Iteration 70Q: 3 clusters Score -2.84495e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 248767 members 
Entering Unmasked Estep 
Score: -28449512.000000 Penalty: 6169.830566
	Iteration 71Q: 3 clusters Score -2.844951e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 248920 members 
Entering Unmasked Estep 
Score: -28449534.000000 Penalty: 6169.830566
	Iteration 72Q: 3 clusters Score -2.844953e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 249072 members 
Entering Unmasked Estep 
Score: -28449550.000000 Penalty: 6169.830566
	Iteration 73Q: 3 clusters Score -2.844955e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 249211 members 
Entering Unmasked Estep 
Score: -28449514.000000 Penalty: 6169.830566
	Iteration 74Q: 3 clusters Score -2.844951e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 249340 members 
Entering Unmasked Estep 
Score: -28449462.000000 Penalty: 6169.830566
	Iteration 75Q: 3 clusters Score -2.844946e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 249462 members 
Entering Unmasked Estep 
Score: -28449388.000000 Penalty: 6169.830566
	Iteration 76Q: 3 clusters Score -2.844939e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 249585 members 
Entering Unmasked Estep 
Score: -28449400.000000 Penalty: 6169.830566
	Iteration 77Q: 3 clusters Score -2.84494e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 249713 members 
Entering Unmasked Estep 
Score: -28449412.000000 Penalty: 6169.830566
	Iteration 78Q: 3 clusters Score -2.844941e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 249830 members 
Entering Unmasked Estep 
Score: -28449390.000000 Penalty: 6169.830566
	Iteration 79Q: 3 clusters Score -2.844939e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 249933 members 
Entering Unmasked Estep 
Score: -28449408.000000 Penalty: 6169.830566
	Iteration 80F: 3 clusters Score -2.844941e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 250032 members 
Entering Unmasked Estep 
Score: -28449406.000000 Penalty: 6169.830566
	Iteration 81Q: 3 clusters Score -2.844941e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 250116 members 
Entering Unmasked Estep 
Score: -28449432.000000 Penalty: 6169.830566
	Iteration 82Q: 3 clusters Score -2.844943e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 250194 members 
Entering Unmasked Estep 
Score: -28449456.000000 Penalty: 6169.830566
	Iteration 83Q: 3 clusters Score -2.844946e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 250275 members 
Entering Unmasked Estep 
Score: -28449418.000000 Penalty: 6169.830566
	Iteration 84Q: 3 clusters Score -2.844942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 250333 members 
Entering Unmasked Estep 
Score: -28449418.000000 Penalty: 6169.830566
	Iteration 85Q: 3 clusters Score -2.844942e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 250379 members 
Entering Unmasked Estep 
Score: -28449386.000000 Penalty: 6169.830566
	Iteration 86Q: 3 clusters Score -2.844939e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 250429 members 
Entering Unmasked Estep 
Score: -28449426.000000 Penalty: 6169.830566
	Iteration 87Q: 3 clusters Score -2.844943e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 250482 members 
Entering Unmasked Estep 
Score: -28449392.000000 Penalty: 6169.830566
	Iteration 88Q: 3 clusters Score -2.844939e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 250547 members 
Entering Unmasked Estep 
Score: -28449384.000000 Penalty: 6169.830566
	Iteration 89Q: 3 clusters Score -2.844938e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 250600 members 
Entering Unmasked Estep 
Score: -28449388.000000 Penalty: 6169.830566
	Iteration 90Q: 3 clusters Score -2.844939e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 250656 members 
Entering Unmasked Estep 
Score: -28449366.000000 Penalty: 6169.830566
	Iteration 91Q: 3 clusters Score -2.844937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 250704 members 
Entering Unmasked Estep 
Score: -28449344.000000 Penalty: 6169.830566
	Iteration 92Q: 3 clusters Score -2.844934e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 250743 members 
Entering Unmasked Estep 
Score: -28449344.000000 Penalty: 6169.830566
	Iteration 93Q: 3 clusters Score -2.844934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 250770 members 
Entering Unmasked Estep 
Score: -28449310.000000 Penalty: 6169.830566
	Iteration 94Q: 3 clusters Score -2.844931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 250799 members 
Entering Unmasked Estep 
Score: -28449300.000000 Penalty: 6169.830566
	Iteration 95Q: 3 clusters Score -2.84493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 250824 members 
Entering Unmasked Estep 
Score: -28449254.000000 Penalty: 6169.830566
	Iteration 96Q: 3 clusters Score -2.844925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 250847 members 
Entering Unmasked Estep 
Score: -28449234.000000 Penalty: 6169.830566
	Iteration 97Q: 3 clusters Score -2.844923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 250865 members 
Entering Unmasked Estep 
Score: -28449238.000000 Penalty: 6169.830566
	Iteration 98Q: 3 clusters Score -2.844924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 250881 members 
Entering Unmasked Estep 
Score: -28449266.000000 Penalty: 6169.830566
	Iteration 99Q: 3 clusters Score -2.844927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 250897 members 
Entering Unmasked Estep 
Score: -28449278.000000 Penalty: 6169.830566
	Iteration 100F: 3 clusters Score -2.844928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 250909 members 
Entering Unmasked Estep 
Score: -28449252.000000 Penalty: 6169.830566
	Iteration 101Q: 3 clusters Score -2.844925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 250916 members 
Entering Unmasked Estep 
Score: -28449260.000000 Penalty: 6169.830566
	Iteration 102Q: 3 clusters Score -2.844926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 250921 members 
Entering Unmasked Estep 
Score: -28449252.000000 Penalty: 6169.830566
	Iteration 103Q: 3 clusters Score -2.844925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 250924 members 
Entering Unmasked Estep 
Score: -28449258.000000 Penalty: 6169.830566
	Iteration 104Q: 3 clusters Score -2.844926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 250926 members 
Entering Unmasked Estep 
Score: -28449266.000000 Penalty: 6169.830566
	Iteration 105Q: 3 clusters Score -2.844927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 250926 members 
Entering Unmasked Estep 
Score: -28449266.000000 Penalty: 6169.830566
	Iteration 106F: 3 clusters Score -2.844927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Entering Unmasked Estep 
Score: -864137.812500 Penalty: 2217.535645
	Iteration 0F: 2 clusters Score -864137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -857988.500000 Penalty: 4435.071289
	Iteration 0F: 3 clusters Score -857988.5 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -859643.937500 Penalty: 4435.071289
	Iteration 1F: 3 clusters Score -859643.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -859940.875000 Penalty: 4435.071289
	Iteration 2F: 3 clusters Score -859940.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -860147.875000 Penalty: 4435.071289
	Iteration 3F: 3 clusters Score -860147.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -860300.437500 Penalty: 4435.071289
	Iteration 4Q: 3 clusters Score -860300.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -860406.750000 Penalty: 4435.071289
	Iteration 5Q: 3 clusters Score -860406.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -860508.562500 Penalty: 4435.071289
	Iteration 6Q: 3 clusters Score -860508.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -860600.437500 Penalty: 4435.071289
	Iteration 7Q: 3 clusters Score -860600.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -860681.125000 Penalty: 4435.071289
	Iteration 8Q: 3 clusters Score -860681.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -860761.750000 Penalty: 4435.071289
	Iteration 9Q: 3 clusters Score -860761.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -860849.562500 Penalty: 4435.071289
	Iteration 10Q: 3 clusters Score -860849.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -860940.250000 Penalty: 4435.071289
	Iteration 11Q: 3 clusters Score -860940.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -861071.187500 Penalty: 4435.071289
	Iteration 12Q: 3 clusters Score -861071.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -861199.312500 Penalty: 4435.071289
	Iteration 13Q: 3 clusters Score -861199.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -861321.187500 Penalty: 4435.071289
	Iteration 14Q: 3 clusters Score -861321.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -861426.250000 Penalty: 4435.071289
	Iteration 15Q: 3 clusters Score -861426.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -861536.062500 Penalty: 4435.071289
	Iteration 16Q: 3 clusters Score -861536.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -861657.437500 Penalty: 4435.071289
	Iteration 17Q: 3 clusters Score -861657.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -861772.562500 Penalty: 4435.071289
	Iteration 18Q: 3 clusters Score -861772.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -861898.062500 Penalty: 4435.071289
	Iteration 19Q: 3 clusters Score -861898.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -862062.125000 Penalty: 4435.071289
	Iteration 20F: 3 clusters Score -862062.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -862244.250000 Penalty: 4435.071289
	Iteration 21Q: 3 clusters Score -862244.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -862467.437500 Penalty: 4435.071289
	Iteration 22Q: 3 clusters Score -862467.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -862831.000000 Penalty: 4435.071289
	Iteration 23Q: 3 clusters Score -862831 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -863227.937500 Penalty: 4435.071289
	Iteration 24Q: 3 clusters Score -863227.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -863558.125000 Penalty: 4435.071289
	Iteration 25Q: 3 clusters Score -863558.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -863797.625000 Penalty: 4435.071289
	Iteration 26Q: 3 clusters Score -863797.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -863908.375000 Penalty: 4435.071289
	Iteration 27Q: 3 clusters Score -863908.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -863944.875000 Penalty: 4435.071289
	Iteration 28Q: 3 clusters Score -863944.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -863956.812500 Penalty: 4435.071289
	Iteration 29Q: 3 clusters Score -863956.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -863959.562500 Penalty: 4435.071289
	Iteration 30Q: 3 clusters Score -863959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -863960.187500 Penalty: 4435.071289
	Iteration 31Q: 3 clusters Score -863960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -863960.375000 Penalty: 4435.071289
	Iteration 32Q: 3 clusters Score -863960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -863961.625000 Penalty: 4435.071289
	Iteration 33Q: 3 clusters Score -863961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -863963.625000 Penalty: 4435.071289
	Iteration 34F: 3 clusters Score -863963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -863964.625000 Penalty: 4435.071289
	Iteration 35Q: 3 clusters Score -863964.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -863964.625000 Penalty: 4435.071289
	Iteration 36F: 3 clusters Score -863964.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Entering Unmasked Estep 
Score: -1256194.375000 Penalty: 2307.914062
	Iteration 0F: 2 clusters Score -1256194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1247840.875000 Penalty: 4615.828125
	Iteration 0F: 3 clusters Score -1247841 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1250380.875000 Penalty: 4615.828125
	Iteration 1F: 3 clusters Score -1250381 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1250639.625000 Penalty: 4615.828125
	Iteration 2F: 3 clusters Score -1250640 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1250819.000000 Penalty: 4615.828125
	Iteration 3Q: 3 clusters Score -1250819 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1250971.125000 Penalty: 4615.828125
	Iteration 4Q: 3 clusters Score -1250971 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1251121.125000 Penalty: 4615.828125
	Iteration 5Q: 3 clusters Score -1251121 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1251284.500000 Penalty: 4615.828125
	Iteration 6Q: 3 clusters Score -1251284 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1251458.125000 Penalty: 4615.828125
	Iteration 7Q: 3 clusters Score -1251458 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1251671.125000 Penalty: 4615.828125
	Iteration 8Q: 3 clusters Score -1251671 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1251918.750000 Penalty: 4615.828125
	Iteration 9Q: 3 clusters Score -1251919 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1252230.625000 Penalty: 4615.828125
	Iteration 10Q: 3 clusters Score -1252231 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1252603.625000 Penalty: 4615.828125
	Iteration 11Q: 3 clusters Score -1252604 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1252996.500000 Penalty: 4615.828125
	Iteration 12Q: 3 clusters Score -1252996 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1253366.000000 Penalty: 4615.828125
	Iteration 13Q: 3 clusters Score -1253366 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1253624.375000 Penalty: 4615.828125
	Iteration 14Q: 3 clusters Score -1253624 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1253808.000000 Penalty: 4615.828125
	Iteration 15Q: 3 clusters Score -1253808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1253941.375000 Penalty: 4615.828125
	Iteration 16Q: 3 clusters Score -1253941 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1254024.625000 Penalty: 4615.828125
	Iteration 17Q: 3 clusters Score -1254025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1254078.500000 Penalty: 4615.828125
	Iteration 18Q: 3 clusters Score -1254078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1254112.000000 Penalty: 4615.828125
	Iteration 19Q: 3 clusters Score -1254112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1254143.750000 Penalty: 4615.828125
	Iteration 20F: 3 clusters Score -1254144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1254164.250000 Penalty: 4615.828125
	Iteration 21Q: 3 clusters Score -1254164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1254186.000000 Penalty: 4615.828125
	Iteration 22Q: 3 clusters Score -1254186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1254189.500000 Penalty: 4615.828125
	Iteration 23Q: 3 clusters Score -1254190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1254189.500000 Penalty: 4615.828125
	Iteration 24F: 3 clusters Score -1254190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -38869.996094 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -38870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37473.511719 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37473.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37727.851562 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -37727.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37823.972656 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -37823.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37852.222656 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -37852.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37885.050781 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -37885.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37900.675781 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -37900.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37912.179688 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -37912.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37927.058594 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -37927.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37930.148438 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -37930.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37980.785156 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -37980.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37993.695312 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -37993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37996.414062 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -37996.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37996.414062 Penalty: 2964.270020
	Iteration 12F: 3 clusters Score -37996.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Entering Unmasked Estep 
Score: -4516386.500000 Penalty: 2626.104492
	Iteration 0F: 2 clusters Score -4516386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4489454.000000 Penalty: 5252.208984
	Iteration 0F: 3 clusters Score -4489454 nChanged 18095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4499465.500000 Penalty: 5252.208984
	Iteration 1F: 3 clusters Score -4499466 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4499949.500000 Penalty: 5252.208984
	Iteration 2Q: 3 clusters Score -4499950 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4500483.000000 Penalty: 5252.208984
	Iteration 3Q: 3 clusters Score -4500483 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4500998.000000 Penalty: 5252.208984
	Iteration 4Q: 3 clusters Score -4500998 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -4501696.500000 Penalty: 5252.208984
	Iteration 5Q: 3 clusters Score -4501696 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -4502687.000000 Penalty: 5252.208984
	Iteration 6F: 3 clusters Score -4502687 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -4504091.500000 Penalty: 5252.208984
	Iteration 7F: 3 clusters Score -4504092 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4506084.500000 Penalty: 5252.208984
	Iteration 8F: 3 clusters Score -4506084 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4508594.000000 Penalty: 5252.208984
	Iteration 9F: 3 clusters Score -4508594 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4510936.500000 Penalty: 5252.208984
	Iteration 10F: 3 clusters Score -4510936 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4512538.000000 Penalty: 5252.208984
	Iteration 11Q: 3 clusters Score -4512538 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4513416.500000 Penalty: 5252.208984
	Iteration 12Q: 3 clusters Score -4513416 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4513815.500000 Penalty: 5252.208984
	Iteration 13Q: 3 clusters Score -4513816 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4513950.500000 Penalty: 5252.208984
	Iteration 14Q: 3 clusters Score -4513950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -4514019.000000 Penalty: 5252.208984
	Iteration 15Q: 3 clusters Score -4514019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4514059.000000 Penalty: 5252.208984
	Iteration 16Q: 3 clusters Score -4514059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -4514073.500000 Penalty: 5252.208984
	Iteration 17Q: 3 clusters Score -4514074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4514086.500000 Penalty: 5252.208984
	Iteration 18Q: 3 clusters Score -4514086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -4514091.000000 Penalty: 5252.208984
	Iteration 19Q: 3 clusters Score -4514091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -4514091.000000 Penalty: 5252.208984
	Iteration 20F: 3 clusters Score -4514091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -4514099.000000 Penalty: 5252.208984
	Iteration 21Q: 3 clusters Score -4514099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -4514104.000000 Penalty: 5252.208984
	Iteration 22Q: 3 clusters Score -4514104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4514105.500000 Penalty: 5252.208984
	Iteration 23Q: 3 clusters Score -4514106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4514105.500000 Penalty: 5252.208984
	Iteration 24F: 3 clusters Score -4514106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Entering Unmasked Estep 
Score: -2012516.375000 Penalty: 2427.164551
	Iteration 0F: 2 clusters Score -2012516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1999889.375000 Penalty: 4854.329102
	Iteration 0F: 3 clusters Score -1999889 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2003982.125000 Penalty: 4854.329102
	Iteration 1F: 3 clusters Score -2003982 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2004622.750000 Penalty: 4854.329102
	Iteration 2F: 3 clusters Score -2004623 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2005510.125000 Penalty: 4854.329102
	Iteration 3F: 3 clusters Score -2005510 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2006616.375000 Penalty: 4854.329102
	Iteration 4F: 3 clusters Score -2006616 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2007810.875000 Penalty: 4854.329102
	Iteration 5F: 3 clusters Score -2007811 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2008796.500000 Penalty: 4854.329102
	Iteration 6F: 3 clusters Score -2008796 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2009473.500000 Penalty: 4854.329102
	Iteration 7Q: 3 clusters Score -2009474 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2009891.000000 Penalty: 4854.329102
	Iteration 8Q: 3 clusters Score -2009891 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2010116.000000 Penalty: 4854.329102
	Iteration 9Q: 3 clusters Score -2010116 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2010270.125000 Penalty: 4854.329102
	Iteration 10Q: 3 clusters Score -2010270 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2010374.500000 Penalty: 4854.329102
	Iteration 11Q: 3 clusters Score -2010374 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2010442.750000 Penalty: 4854.329102
	Iteration 12Q: 3 clusters Score -2010443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2010507.750000 Penalty: 4854.329102
	Iteration 13Q: 3 clusters Score -2010508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2010554.625000 Penalty: 4854.329102
	Iteration 14Q: 3 clusters Score -2010555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2010600.125000 Penalty: 4854.329102
	Iteration 15Q: 3 clusters Score -2010600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2010636.250000 Penalty: 4854.329102
	Iteration 16Q: 3 clusters Score -2010636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2010672.875000 Penalty: 4854.329102
	Iteration 17Q: 3 clusters Score -2010673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2010707.250000 Penalty: 4854.329102
	Iteration 18Q: 3 clusters Score -2010707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2010736.750000 Penalty: 4854.329102
	Iteration 19Q: 3 clusters Score -2010737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2010763.625000 Penalty: 4854.329102
	Iteration 20F: 3 clusters Score -2010764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2010778.125000 Penalty: 4854.329102
	Iteration 21Q: 3 clusters Score -2010778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2010793.000000 Penalty: 4854.329102
	Iteration 22Q: 3 clusters Score -2010793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2010800.875000 Penalty: 4854.329102
	Iteration 23Q: 3 clusters Score -2010801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2010809.125000 Penalty: 4854.329102
	Iteration 24Q: 3 clusters Score -2010809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2010815.500000 Penalty: 4854.329102
	Iteration 25Q: 3 clusters Score -2010816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2010816.875000 Penalty: 4854.329102
	Iteration 26Q: 3 clusters Score -2010817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2010825.625000 Penalty: 4854.329102
	Iteration 27Q: 3 clusters Score -2010826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2010824.500000 Penalty: 4854.329102
	Iteration 28Q: 3 clusters Score -2010824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2010836.250000 Penalty: 4854.329102
	Iteration 29Q: 3 clusters Score -2010836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2010840.000000 Penalty: 4854.329102
	Iteration 30Q: 3 clusters Score -2010840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2010837.750000 Penalty: 4854.329102
	Iteration 31Q: 3 clusters Score -2010838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2010839.125000 Penalty: 4854.329102
	Iteration 32Q: 3 clusters Score -2010839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2010848.500000 Penalty: 4854.329102
	Iteration 33Q: 3 clusters Score -2010848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2010852.875000 Penalty: 4854.329102
	Iteration 34Q: 3 clusters Score -2010853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2010847.250000 Penalty: 4854.329102
	Iteration 35Q: 3 clusters Score -2010847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2010849.125000 Penalty: 4854.329102
	Iteration 36Q: 3 clusters Score -2010849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2010855.875000 Penalty: 4854.329102
	Iteration 37Q: 3 clusters Score -2010856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2010865.000000 Penalty: 4854.329102
	Iteration 38Q: 3 clusters Score -2010865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2010868.000000 Penalty: 4854.329102
	Iteration 39Q: 3 clusters Score -2010868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2010874.625000 Penalty: 4854.329102
	Iteration 40F: 3 clusters Score -2010875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2010877.000000 Penalty: 4854.329102
	Iteration 41Q: 3 clusters Score -2010877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2010881.125000 Penalty: 4854.329102
	Iteration 42Q: 3 clusters Score -2010881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2010882.125000 Penalty: 4854.329102
	Iteration 43Q: 3 clusters Score -2010882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2010879.125000 Penalty: 4854.329102
	Iteration 44Q: 3 clusters Score -2010879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2010885.625000 Penalty: 4854.329102
	Iteration 45Q: 3 clusters Score -2010886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2010885.625000 Penalty: 4854.329102
	Iteration 46Q: 3 clusters Score -2010886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2010887.000000 Penalty: 4854.329102
	Iteration 47Q: 3 clusters Score -2010887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2010884.750000 Penalty: 4854.329102
	Iteration 48Q: 3 clusters Score -2010885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2010882.750000 Penalty: 4854.329102
	Iteration 49Q: 3 clusters Score -2010883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2010886.125000 Penalty: 4854.329102
	Iteration 50Q: 3 clusters Score -2010886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2010886.750000 Penalty: 4854.329102
	Iteration 51Q: 3 clusters Score -2010887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2010886.375000 Penalty: 4854.329102
	Iteration 52Q: 3 clusters Score -2010886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2010892.375000 Penalty: 4854.329102
	Iteration 53Q: 3 clusters Score -2010892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2010895.375000 Penalty: 4854.329102
	Iteration 54Q: 3 clusters Score -2010895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2010897.000000 Penalty: 4854.329102
	Iteration 55Q: 3 clusters Score -2010897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2010900.625000 Penalty: 4854.329102
	Iteration 56Q: 3 clusters Score -2010901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2010898.875000 Penalty: 4854.329102
	Iteration 57Q: 3 clusters Score -2010899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2010899.625000 Penalty: 4854.329102
	Iteration 58Q: 3 clusters Score -2010900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2010897.375000 Penalty: 4854.329102
	Iteration 59Q: 3 clusters Score -2010897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2010899.250000 Penalty: 4854.329102
	Iteration 60F: 3 clusters Score -2010899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2010902.500000 Penalty: 4854.329102
	Iteration 61Q: 3 clusters Score -2010902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2010901.125000 Penalty: 4854.329102
	Iteration 62Q: 3 clusters Score -2010901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2010899.625000 Penalty: 4854.329102
	Iteration 63Q: 3 clusters Score -2010900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2010903.375000 Penalty: 4854.329102
	Iteration 64Q: 3 clusters Score -2010903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2010903.875000 Penalty: 4854.329102
	Iteration 65Q: 3 clusters Score -2010904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2010900.875000 Penalty: 4854.329102
	Iteration 66Q: 3 clusters Score -2010901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2010903.500000 Penalty: 4854.329102
	Iteration 67Q: 3 clusters Score -2010904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2010904.125000 Penalty: 4854.329102
	Iteration 68Q: 3 clusters Score -2010904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2010902.375000 Penalty: 4854.329102
	Iteration 69Q: 3 clusters Score -2010902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2010903.875000 Penalty: 4854.329102
	Iteration 70Q: 3 clusters Score -2010904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2010905.375000 Penalty: 4854.329102
	Iteration 71Q: 3 clusters Score -2010905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2010905.375000 Penalty: 4854.329102
	Iteration 72F: 3 clusters Score -2010905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97599.562500 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97599.56 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97936.726562 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97936.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98162.968750 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -98162.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98464.421875 Penalty: 3415.212646
	Iteration 3F: 3 clusters Score -98464.42 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98761.937500 Penalty: 3415.212646
	Iteration 4F: 3 clusters Score -98761.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98912.843750 Penalty: 3415.212646
	Iteration 5F: 3 clusters Score -98912.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99076.960938 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -99076.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99309.937500 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -99309.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99745.101562 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -99745.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99854.398438 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -99854.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99923.695312 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -99923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99966.929688 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -99966.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100005.156250 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -100005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 14F: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 39101 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 124458 members 
Mstep: Class 8 contains 252502 members 
Mstep: Class 9 contains 7644 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39701 members 
Mstep: Class 13 contains 17800 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 36635 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 19 contains 8508 members 
Mstep: Class 20 contains 221266 members 
Entering Unmasked Estep 
Score: -88585376.000000 Penalty: 64059.687500
Splitting cluster 14 changes total score from -88586728.000000 to -88585376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (36635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Entering Unmasked Estep 
Score: -4159732.250000 Penalty: 2606.172363
	Iteration 0F: 2 clusters Score -4159732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4134780.000000 Penalty: 5212.344727
	Iteration 0F: 3 clusters Score -4134780 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4143914.250000 Penalty: 5212.344727
	Iteration 1F: 3 clusters Score -4143914 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4144564.500000 Penalty: 5212.344727
	Iteration 2Q: 3 clusters Score -4144564 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4145488.500000 Penalty: 5212.344727
	Iteration 3Q: 3 clusters Score -4145488 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4146826.750000 Penalty: 5212.344727
	Iteration 4F: 3 clusters Score -4146827 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4148411.000000 Penalty: 5212.344727
	Iteration 5F: 3 clusters Score -4148411 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4150197.500000 Penalty: 5212.344727
	Iteration 6F: 3 clusters Score -4150198 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -4152040.500000 Penalty: 5212.344727
	Iteration 7F: 3 clusters Score -4152040 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4153861.000000 Penalty: 5212.344727
	Iteration 8F: 3 clusters Score -4153861 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -4155639.250000 Penalty: 5212.344727
	Iteration 9F: 3 clusters Score -4155639 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4156990.250000 Penalty: 5212.344727
	Iteration 10Q: 3 clusters Score -4156990 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4157756.500000 Penalty: 5212.344727
	Iteration 11Q: 3 clusters Score -4157756 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4158131.000000 Penalty: 5212.344727
	Iteration 12Q: 3 clusters Score -4158131 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4158375.000000 Penalty: 5212.344727
	Iteration 13Q: 3 clusters Score -4158375 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -4158519.750000 Penalty: 5212.344727
	Iteration 14Q: 3 clusters Score -4158520 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4158606.500000 Penalty: 5212.344727
	Iteration 15Q: 3 clusters Score -4158606 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4158694.000000 Penalty: 5212.344727
	Iteration 16Q: 3 clusters Score -4158694 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4158775.750000 Penalty: 5212.344727
	Iteration 17Q: 3 clusters Score -4158776 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4158836.250000 Penalty: 5212.344727
	Iteration 18Q: 3 clusters Score -4158836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4158869.750000 Penalty: 5212.344727
	Iteration 19Q: 3 clusters Score -4158870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4158920.000000 Penalty: 5212.344727
	Iteration 20F: 3 clusters Score -4158920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4158955.750000 Penalty: 5212.344727
	Iteration 21Q: 3 clusters Score -4158956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4158978.000000 Penalty: 5212.344727
	Iteration 22Q: 3 clusters Score -4158978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4159011.000000 Penalty: 5212.344727
	Iteration 23Q: 3 clusters Score -4159011 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4159011.500000 Penalty: 5212.344727
	Iteration 24Q: 3 clusters Score -4159012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4159021.500000 Penalty: 5212.344727
	Iteration 25Q: 3 clusters Score -4159022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4159042.250000 Penalty: 5212.344727
	Iteration 26Q: 3 clusters Score -4159042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4159053.250000 Penalty: 5212.344727
	Iteration 27Q: 3 clusters Score -4159053 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4159066.500000 Penalty: 5212.344727
	Iteration 28Q: 3 clusters Score -4159066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4159082.500000 Penalty: 5212.344727
	Iteration 29Q: 3 clusters Score -4159082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4159091.500000 Penalty: 5212.344727
	Iteration 30Q: 3 clusters Score -4159092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4159112.000000 Penalty: 5212.344727
	Iteration 31Q: 3 clusters Score -4159112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4159116.750000 Penalty: 5212.344727
	Iteration 32Q: 3 clusters Score -4159117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4159121.000000 Penalty: 5212.344727
	Iteration 33Q: 3 clusters Score -4159121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4159128.750000 Penalty: 5212.344727
	Iteration 34Q: 3 clusters Score -4159129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4159138.250000 Penalty: 5212.344727
	Iteration 35Q: 3 clusters Score -4159138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4159141.500000 Penalty: 5212.344727
	Iteration 36Q: 3 clusters Score -4159142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4159139.250000 Penalty: 5212.344727
	Iteration 37Q: 3 clusters Score -4159139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4159149.250000 Penalty: 5212.344727
	Iteration 38Q: 3 clusters Score -4159149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4159157.500000 Penalty: 5212.344727
	Iteration 39Q: 3 clusters Score -4159158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4159167.000000 Penalty: 5212.344727
	Iteration 40F: 3 clusters Score -4159167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4159161.250000 Penalty: 5212.344727
	Iteration 41Q: 3 clusters Score -4159161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4159163.250000 Penalty: 5212.344727
	Iteration 42Q: 3 clusters Score -4159163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4159171.000000 Penalty: 5212.344727
	Iteration 43Q: 3 clusters Score -4159171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4159176.000000 Penalty: 5212.344727
	Iteration 44Q: 3 clusters Score -4159176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4159185.000000 Penalty: 5212.344727
	Iteration 45Q: 3 clusters Score -4159185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4159190.000000 Penalty: 5212.344727
	Iteration 46Q: 3 clusters Score -4159190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4159203.000000 Penalty: 5212.344727
	Iteration 47Q: 3 clusters Score -4159203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4159200.750000 Penalty: 5212.344727
	Iteration 48Q: 3 clusters Score -4159201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4159204.000000 Penalty: 5212.344727
	Iteration 49Q: 3 clusters Score -4159204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4159200.000000 Penalty: 5212.344727
	Iteration 50Q: 3 clusters Score -4159200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4159196.250000 Penalty: 5212.344727
	Iteration 51Q: 3 clusters Score -4159196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4159193.000000 Penalty: 5212.344727
	Iteration 52Q: 3 clusters Score -4159193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4159196.750000 Penalty: 5212.344727
	Iteration 53Q: 3 clusters Score -4159197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4159194.250000 Penalty: 5212.344727
	Iteration 54Q: 3 clusters Score -4159194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4159197.750000 Penalty: 5212.344727
	Iteration 55Q: 3 clusters Score -4159198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4159198.000000 Penalty: 5212.344727
	Iteration 56Q: 3 clusters Score -4159198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4159193.500000 Penalty: 5212.344727
	Iteration 57Q: 3 clusters Score -4159194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4159196.250000 Penalty: 5212.344727
	Iteration 58Q: 3 clusters Score -4159196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4159196.250000 Penalty: 5212.344727
	Iteration 59F: 3 clusters Score -4159196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -103092.734375 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -103092.7 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 445 members 
Entering Unmasked Estep 
Score: -101184.625000 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -101184.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101443.390625 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -101443.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101500.335938 Penalty: 3388.648926
	Iteration 2Q: 3 clusters Score -101500.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101528.265625 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -101528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101544.906250 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -101544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101561.101562 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -101561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101569.492188 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -101569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101572.820312 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -101572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101574.687500 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -101574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101575.421875 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -101575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101575.421875 Penalty: 3388.648926
	Iteration 10F: 3 clusters Score -101575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Entering Unmasked Estep 
Score: -990594.625000 Penalty: 2244.093018
	Iteration 0F: 2 clusters Score -990594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -983987.250000 Penalty: 4488.186035
	Iteration 0F: 3 clusters Score -983987.2 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -985834.687500 Penalty: 4488.186035
	Iteration 1F: 3 clusters Score -985834.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -986097.437500 Penalty: 4488.186035
	Iteration 2F: 3 clusters Score -986097.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -986249.187500 Penalty: 4488.186035
	Iteration 3Q: 3 clusters Score -986249.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -986342.125000 Penalty: 4488.186035
	Iteration 4Q: 3 clusters Score -986342.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -986405.812500 Penalty: 4488.186035
	Iteration 5Q: 3 clusters Score -986405.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -986459.187500 Penalty: 4488.186035
	Iteration 6Q: 3 clusters Score -986459.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -986504.312500 Penalty: 4488.186035
	Iteration 7Q: 3 clusters Score -986504.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -986531.937500 Penalty: 4488.186035
	Iteration 8Q: 3 clusters Score -986531.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -986561.875000 Penalty: 4488.186035
	Iteration 9Q: 3 clusters Score -986561.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -986588.812500 Penalty: 4488.186035
	Iteration 10Q: 3 clusters Score -986588.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -986615.812500 Penalty: 4488.186035
	Iteration 11Q: 3 clusters Score -986615.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -986631.062500 Penalty: 4488.186035
	Iteration 12Q: 3 clusters Score -986631.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -986646.000000 Penalty: 4488.186035
	Iteration 13Q: 3 clusters Score -986646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -986664.812500 Penalty: 4488.186035
	Iteration 14Q: 3 clusters Score -986664.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -986681.000000 Penalty: 4488.186035
	Iteration 15Q: 3 clusters Score -986681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -986695.937500 Penalty: 4488.186035
	Iteration 16Q: 3 clusters Score -986695.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -986712.250000 Penalty: 4488.186035
	Iteration 17Q: 3 clusters Score -986712.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -986728.000000 Penalty: 4488.186035
	Iteration 18Q: 3 clusters Score -986728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -986747.687500 Penalty: 4488.186035
	Iteration 19Q: 3 clusters Score -986747.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -986762.062500 Penalty: 4488.186035
	Iteration 20F: 3 clusters Score -986762.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -986787.625000 Penalty: 4488.186035
	Iteration 21Q: 3 clusters Score -986787.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -986820.125000 Penalty: 4488.186035
	Iteration 22Q: 3 clusters Score -986820.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -986864.062500 Penalty: 4488.186035
	Iteration 23Q: 3 clusters Score -986864.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -986911.062500 Penalty: 4488.186035
	Iteration 24Q: 3 clusters Score -986911.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -986962.562500 Penalty: 4488.186035
	Iteration 25Q: 3 clusters Score -986962.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -987007.000000 Penalty: 4488.186035
	Iteration 26Q: 3 clusters Score -987007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -987058.312500 Penalty: 4488.186035
	Iteration 27Q: 3 clusters Score -987058.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -987135.312500 Penalty: 4488.186035
	Iteration 28Q: 3 clusters Score -987135.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -987218.187500 Penalty: 4488.186035
	Iteration 29Q: 3 clusters Score -987218.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -987320.562500 Penalty: 4488.186035
	Iteration 30Q: 3 clusters Score -987320.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -987443.250000 Penalty: 4488.186035
	Iteration 31Q: 3 clusters Score -987443.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -987549.250000 Penalty: 4488.186035
	Iteration 32Q: 3 clusters Score -987549.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -987662.312500 Penalty: 4488.186035
	Iteration 33Q: 3 clusters Score -987662.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -987776.875000 Penalty: 4488.186035
	Iteration 34Q: 3 clusters Score -987776.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -987890.750000 Penalty: 4488.186035
	Iteration 35Q: 3 clusters Score -987890.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -987994.437500 Penalty: 4488.186035
	Iteration 36Q: 3 clusters Score -987994.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -988099.312500 Penalty: 4488.186035
	Iteration 37Q: 3 clusters Score -988099.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -988194.312500 Penalty: 4488.186035
	Iteration 38Q: 3 clusters Score -988194.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -988270.187500 Penalty: 4488.186035
	Iteration 39Q: 3 clusters Score -988270.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -988326.937500 Penalty: 4488.186035
	Iteration 40F: 3 clusters Score -988326.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -988367.750000 Penalty: 4488.186035
	Iteration 41Q: 3 clusters Score -988367.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -988406.250000 Penalty: 4488.186035
	Iteration 42Q: 3 clusters Score -988406.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -988431.562500 Penalty: 4488.186035
	Iteration 43Q: 3 clusters Score -988431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -988448.375000 Penalty: 4488.186035
	Iteration 44Q: 3 clusters Score -988448.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -988459.875000 Penalty: 4488.186035
	Iteration 45Q: 3 clusters Score -988459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -988472.125000 Penalty: 4488.186035
	Iteration 46Q: 3 clusters Score -988472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -988486.562500 Penalty: 4488.186035
	Iteration 47Q: 3 clusters Score -988486.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -988495.500000 Penalty: 4488.186035
	Iteration 48Q: 3 clusters Score -988495.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -988508.500000 Penalty: 4488.186035
	Iteration 49Q: 3 clusters Score -988508.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -988516.437500 Penalty: 4488.186035
	Iteration 50Q: 3 clusters Score -988516.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -988527.625000 Penalty: 4488.186035
	Iteration 51Q: 3 clusters Score -988527.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -988552.625000 Penalty: 4488.186035
	Iteration 52Q: 3 clusters Score -988552.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -988565.062500 Penalty: 4488.186035
	Iteration 53Q: 3 clusters Score -988565.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -988572.687500 Penalty: 4488.186035
	Iteration 54Q: 3 clusters Score -988572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -988576.312500 Penalty: 4488.186035
	Iteration 55Q: 3 clusters Score -988576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -988579.875000 Penalty: 4488.186035
	Iteration 56Q: 3 clusters Score -988579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -988584.750000 Penalty: 4488.186035
	Iteration 57Q: 3 clusters Score -988584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -988589.687500 Penalty: 4488.186035
	Iteration 58Q: 3 clusters Score -988589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -988598.125000 Penalty: 4488.186035
	Iteration 59Q: 3 clusters Score -988598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -988601.812500 Penalty: 4488.186035
	Iteration 60F: 3 clusters Score -988601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -988605.437500 Penalty: 4488.186035
	Iteration 61Q: 3 clusters Score -988605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -988607.375000 Penalty: 4488.186035
	Iteration 62Q: 3 clusters Score -988607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -988614.687500 Penalty: 4488.186035
	Iteration 63Q: 3 clusters Score -988614.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -988619.437500 Penalty: 4488.186035
	Iteration 64Q: 3 clusters Score -988619.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -988626.375000 Penalty: 4488.186035
	Iteration 65Q: 3 clusters Score -988626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -988629.062500 Penalty: 4488.186035
	Iteration 66Q: 3 clusters Score -988629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -988630.687500 Penalty: 4488.186035
	Iteration 67Q: 3 clusters Score -988630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -988634.687500 Penalty: 4488.186035
	Iteration 68Q: 3 clusters Score -988634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -988634.687500 Penalty: 4488.186035
	Iteration 69F: 3 clusters Score -988634.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (221266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221266 members 
Entering Unmasked Estep 
Score: -24763430.000000 Penalty: 3052.166016
	Iteration 0F: 2 clusters Score -2.476343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -24619222.000000 Penalty: 6104.332031
	Iteration 0F: 3 clusters Score -2.461922e+07 nChanged 106263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 112928 members 
Entering Unmasked Estep 
Score: -24682460.000000 Penalty: 6104.332031
	Iteration 1F: 3 clusters Score -2.468246e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
Score: -24684380.000000 Penalty: 6104.332031
	Iteration 2Q: 3 clusters Score -2.468438e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 116978 members 
Entering Unmasked Estep 
Score: -24687358.000000 Penalty: 6104.332031
	Iteration 3Q: 3 clusters Score -2.468736e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -24691512.000000 Penalty: 6104.332031
	Iteration 4Q: 3 clusters Score -2.469151e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -24697936.000000 Penalty: 6104.332031
	Iteration 5F: 3 clusters Score -2.469794e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 135610 members 
Entering Unmasked Estep 
Score: -24706920.000000 Penalty: 6104.332031
	Iteration 6F: 3 clusters Score -2.470692e+07 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 145123 members 
Entering Unmasked Estep 
Score: -24718124.000000 Penalty: 6104.332031
	Iteration 7F: 3 clusters Score -2.471812e+07 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -24728444.000000 Penalty: 6104.332031
	Iteration 8F: 3 clusters Score -2.472844e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 160132 members 
Entering Unmasked Estep 
Score: -24735614.000000 Penalty: 6104.332031
	Iteration 9F: 3 clusters Score -2.473561e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -24739554.000000 Penalty: 6104.332031
	Iteration 10Q: 3 clusters Score -2.473955e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 169124 members 
Entering Unmasked Estep 
Score: -24741850.000000 Penalty: 6104.332031
	Iteration 11Q: 3 clusters Score -2.474185e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -24743586.000000 Penalty: 6104.332031
	Iteration 12Q: 3 clusters Score -2.474359e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 177168 members 
Entering Unmasked Estep 
Score: -24745022.000000 Penalty: 6104.332031
	Iteration 13Q: 3 clusters Score -2.474502e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 181086 members 
Entering Unmasked Estep 
Score: -24746358.000000 Penalty: 6104.332031
	Iteration 14Q: 3 clusters Score -2.474636e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 184858 members 
Entering Unmasked Estep 
Score: -24748000.000000 Penalty: 6104.332031
	Iteration 15Q: 3 clusters Score -2.4748e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 188399 members 
Entering Unmasked Estep 
Score: -24749390.000000 Penalty: 6104.332031
	Iteration 16Q: 3 clusters Score -2.474939e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 191738 members 
Entering Unmasked Estep 
Score: -24750828.000000 Penalty: 6104.332031
	Iteration 17Q: 3 clusters Score -2.475083e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 194756 members 
Entering Unmasked Estep 
Score: -24752004.000000 Penalty: 6104.332031
	Iteration 18Q: 3 clusters Score -2.4752e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 197621 members 
Entering Unmasked Estep 
Score: -24753388.000000 Penalty: 6104.332031
	Iteration 19Q: 3 clusters Score -2.475339e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 200259 members 
Entering Unmasked Estep 
Score: -24754650.000000 Penalty: 6104.332031
	Iteration 20F: 3 clusters Score -2.475465e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 202638 members 
Entering Unmasked Estep 
Score: -24755694.000000 Penalty: 6104.332031
	Iteration 21Q: 3 clusters Score -2.475569e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 204794 members 
Entering Unmasked Estep 
Score: -24756802.000000 Penalty: 6104.332031
	Iteration 22Q: 3 clusters Score -2.47568e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 206695 members 
Entering Unmasked Estep 
Score: -24757638.000000 Penalty: 6104.332031
	Iteration 23Q: 3 clusters Score -2.475764e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 208408 members 
Entering Unmasked Estep 
Score: -24758372.000000 Penalty: 6104.332031
	Iteration 24Q: 3 clusters Score -2.475837e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 209914 members 
Entering Unmasked Estep 
Score: -24758942.000000 Penalty: 6104.332031
	Iteration 25Q: 3 clusters Score -2.475894e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 211166 members 
Entering Unmasked Estep 
Score: -24759552.000000 Penalty: 6104.332031
	Iteration 26Q: 3 clusters Score -2.475955e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 212268 members 
Entering Unmasked Estep 
Score: -24760002.000000 Penalty: 6104.332031
	Iteration 27Q: 3 clusters Score -2.476e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -24760332.000000 Penalty: 6104.332031
	Iteration 28Q: 3 clusters Score -2.476033e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 213955 members 
Entering Unmasked Estep 
Score: -24760560.000000 Penalty: 6104.332031
	Iteration 29Q: 3 clusters Score -2.476056e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 214631 members 
Entering Unmasked Estep 
Score: -24760796.000000 Penalty: 6104.332031
	Iteration 30Q: 3 clusters Score -2.47608e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 215208 members 
Entering Unmasked Estep 
Score: -24761012.000000 Penalty: 6104.332031
	Iteration 31Q: 3 clusters Score -2.476101e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 215699 members 
Entering Unmasked Estep 
Score: -24761246.000000 Penalty: 6104.332031
	Iteration 32Q: 3 clusters Score -2.476125e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 216109 members 
Entering Unmasked Estep 
Score: -24761342.000000 Penalty: 6104.332031
	Iteration 33Q: 3 clusters Score -2.476134e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 216464 members 
Entering Unmasked Estep 
Score: -24761500.000000 Penalty: 6104.332031
	Iteration 34Q: 3 clusters Score -2.47615e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 216741 members 
Entering Unmasked Estep 
Score: -24761632.000000 Penalty: 6104.332031
	Iteration 35Q: 3 clusters Score -2.476163e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 216975 members 
Entering Unmasked Estep 
Score: -24761662.000000 Penalty: 6104.332031
	Iteration 36Q: 3 clusters Score -2.476166e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 217193 members 
Entering Unmasked Estep 
Score: -24761726.000000 Penalty: 6104.332031
	Iteration 37Q: 3 clusters Score -2.476173e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 217376 members 
Entering Unmasked Estep 
Score: -24761788.000000 Penalty: 6104.332031
	Iteration 38Q: 3 clusters Score -2.476179e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 217520 members 
Entering Unmasked Estep 
Score: -24761774.000000 Penalty: 6104.332031
	Iteration 39Q: 3 clusters Score -2.476177e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 217633 members 
Entering Unmasked Estep 
Score: -24761762.000000 Penalty: 6104.332031
	Iteration 40F: 3 clusters Score -2.476176e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 217741 members 
Entering Unmasked Estep 
Score: -24761746.000000 Penalty: 6104.332031
	Iteration 41Q: 3 clusters Score -2.476175e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 217824 members 
Entering Unmasked Estep 
Score: -24761768.000000 Penalty: 6104.332031
	Iteration 42Q: 3 clusters Score -2.476177e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 217895 members 
Entering Unmasked Estep 
Score: -24761778.000000 Penalty: 6104.332031
	Iteration 43Q: 3 clusters Score -2.476178e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 217948 members 
Entering Unmasked Estep 
Score: -24761820.000000 Penalty: 6104.332031
	Iteration 44Q: 3 clusters Score -2.476182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 217987 members 
Entering Unmasked Estep 
Score: -24761826.000000 Penalty: 6104.332031
	Iteration 45Q: 3 clusters Score -2.476183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 218015 members 
Entering Unmasked Estep 
Score: -24761844.000000 Penalty: 6104.332031
	Iteration 46Q: 3 clusters Score -2.476184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 218037 members 
Entering Unmasked Estep 
Score: -24761852.000000 Penalty: 6104.332031
	Iteration 47Q: 3 clusters Score -2.476185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 218062 members 
Entering Unmasked Estep 
Score: -24761860.000000 Penalty: 6104.332031
	Iteration 48Q: 3 clusters Score -2.476186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 218095 members 
Entering Unmasked Estep 
Score: -24761866.000000 Penalty: 6104.332031
	Iteration 49Q: 3 clusters Score -2.476187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 218133 members 
Entering Unmasked Estep 
Score: -24761868.000000 Penalty: 6104.332031
	Iteration 50Q: 3 clusters Score -2.476187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 218160 members 
Entering Unmasked Estep 
Score: -24761902.000000 Penalty: 6104.332031
	Iteration 51Q: 3 clusters Score -2.47619e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 218185 members 
Entering Unmasked Estep 
Score: -24761934.000000 Penalty: 6104.332031
	Iteration 52Q: 3 clusters Score -2.476193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 218206 members 
Entering Unmasked Estep 
Score: -24761924.000000 Penalty: 6104.332031
	Iteration 53Q: 3 clusters Score -2.476192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 218222 members 
Entering Unmasked Estep 
Score: -24761910.000000 Penalty: 6104.332031
	Iteration 54Q: 3 clusters Score -2.476191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 218233 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.47619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 218241 members 
Entering Unmasked Estep 
Score: -24761906.000000 Penalty: 6104.332031
	Iteration 56Q: 3 clusters Score -2.476191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 218248 members 
Entering Unmasked Estep 
Score: -24761904.000000 Penalty: 6104.332031
	Iteration 57Q: 3 clusters Score -2.47619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 218257 members 
Entering Unmasked Estep 
Score: -24761912.000000 Penalty: 6104.332031
	Iteration 58Q: 3 clusters Score -2.476191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 218264 members 
Entering Unmasked Estep 
Score: -24761916.000000 Penalty: 6104.332031
	Iteration 59Q: 3 clusters Score -2.476192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 218272 members 
Entering Unmasked Estep 
Score: -24761898.000000 Penalty: 6104.332031
	Iteration 60F: 3 clusters Score -2.47619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 218279 members 
Entering Unmasked Estep 
Score: -24761910.000000 Penalty: 6104.332031
	Iteration 61Q: 3 clusters Score -2.476191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 218284 members 
Entering Unmasked Estep 
Score: -24761906.000000 Penalty: 6104.332031
	Iteration 62Q: 3 clusters Score -2.476191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 218287 members 
Entering Unmasked Estep 
Score: -24761892.000000 Penalty: 6104.332031
	Iteration 63Q: 3 clusters Score -2.476189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 218290 members 
Entering Unmasked Estep 
Score: -24761902.000000 Penalty: 6104.332031
	Iteration 64Q: 3 clusters Score -2.47619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 218290 members 
Entering Unmasked Estep 
Score: -24761902.000000 Penalty: 6104.332031
	Iteration 65F: 3 clusters Score -2.47619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 39101 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 124458 members 
Mstep: Class 8 contains 252502 members 
Mstep: Class 9 contains 7644 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39701 members 
Mstep: Class 13 contains 17800 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36635 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8508 members 
Mstep: Class 20 contains 221266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -8.858652e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 39086 members 
Mstep: Class 5 contains 7519 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 124608 members 
Mstep: Class 8 contains 252395 members 
Mstep: Class 9 contains 7654 members 
Mstep: Class 10 contains 11000 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39691 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36612 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 221251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -8.858675e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 4 contains 39070 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 6451 members 
Mstep: Class 7 contains 124736 members 
Mstep: Class 8 contains 252325 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 10999 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39678 members 
Mstep: Class 13 contains 17848 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36592 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 221225 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 19 clusters Score -8.858676e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 39054 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 124851 members 
Mstep: Class 8 contains 252259 members 
Mstep: Class 9 contains 7668 members 
Mstep: Class 10 contains 10992 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39672 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36575 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 221210 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 19 clusters Score -8.858682e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 39045 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 124958 members 
Mstep: Class 8 contains 252180 members 
Mstep: Class 9 contains 7671 members 
Mstep: Class 10 contains 10989 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39665 members 
Mstep: Class 13 contains 17901 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36557 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 221199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 19 clusters Score -8.858686e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 39039 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 125104 members 
Mstep: Class 8 contains 252086 members 
Mstep: Class 9 contains 7669 members 
Mstep: Class 10 contains 10991 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39657 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36549 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 221154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 19 clusters Score -8.858698e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 39031 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 125233 members 
Mstep: Class 8 contains 252047 members 
Mstep: Class 9 contains 7669 members 
Mstep: Class 10 contains 10980 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36540 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 221103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 19 clusters Score -8.858709e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 39023 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 125375 members 
Mstep: Class 8 contains 251966 members 
Mstep: Class 9 contains 7669 members 
Mstep: Class 10 contains 10977 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36537 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8128 members 
Mstep: Class 20 contains 221070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 19 clusters Score -8.858719e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 39018 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 125519 members 
Mstep: Class 8 contains 251905 members 
Mstep: Class 9 contains 7671 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 17998 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36522 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8069 members 
Mstep: Class 20 contains 221013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 19 clusters Score -8.858713e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 39006 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 125679 members 
Mstep: Class 8 contains 251841 members 
Mstep: Class 9 contains 7675 members 
Mstep: Class 10 contains 10964 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39614 members 
Mstep: Class 13 contains 18022 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36507 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 8003 members 
Mstep: Class 20 contains 220962 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 19 clusters Score -8.858744e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 38992 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 125846 members 
Mstep: Class 8 contains 251785 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39609 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36489 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7931 members 
Mstep: Class 20 contains 220905 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 19 clusters Score -8.858749e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 38983 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 125983 members 
Mstep: Class 8 contains 251728 members 
Mstep: Class 9 contains 7682 members 
Mstep: Class 10 contains 10950 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39599 members 
Mstep: Class 13 contains 18086 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36477 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 220866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587544.000000 Penalty: 60688.125000
Iteration 130Q: 19 clusters Score -8.858754e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 38975 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 126148 members 
Mstep: Class 8 contains 251654 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 10939 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39590 members 
Mstep: Class 13 contains 18110 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36470 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7796 members 
Mstep: Class 20 contains 220819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 19 clusters Score -8.858767e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 38967 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 126304 members 
Mstep: Class 8 contains 251592 members 
Mstep: Class 9 contains 7689 members 
Mstep: Class 10 contains 10927 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39584 members 
Mstep: Class 13 contains 18137 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36460 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 220779 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 19 clusters Score -8.858786e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 38959 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 126462 members 
Mstep: Class 8 contains 251535 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 10906 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39568 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36453 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 220752 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 19 clusters Score -8.858811e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 38952 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 126639 members 
Mstep: Class 8 contains 251461 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 10890 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39556 members 
Mstep: Class 13 contains 18186 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36446 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 20 contains 220730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 19 clusters Score -8.858815e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 38945 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 126830 members 
Mstep: Class 8 contains 251400 members 
Mstep: Class 9 contains 7693 members 
Mstep: Class 10 contains 10870 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39539 members 
Mstep: Class 13 contains 18203 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36436 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 220682 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 19 clusters Score -8.858803e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 38942 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 126994 members 
Mstep: Class 8 contains 251348 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39531 members 
Mstep: Class 13 contains 18229 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36426 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 220620 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 19 clusters Score -8.858797e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 4 contains 38932 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 127141 members 
Mstep: Class 8 contains 251303 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 10835 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39527 members 
Mstep: Class 13 contains 18260 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36416 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 220572 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -8.85881e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 38923 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 6461 members 
Mstep: Class 7 contains 127272 members 
Mstep: Class 8 contains 251273 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39520 members 
Mstep: Class 13 contains 18294 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36404 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7307 members 
Mstep: Class 20 contains 220490 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -8.858838e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 38918 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 7 contains 127396 members 
Mstep: Class 8 contains 251233 members 
Mstep: Class 9 contains 7698 members 
Mstep: Class 10 contains 10830 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39515 members 
Mstep: Class 13 contains 18329 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36391 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7260 members 
Mstep: Class 20 contains 220406 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -8.858847e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 38914 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6475 members 
Mstep: Class 7 contains 127524 members 
Mstep: Class 8 contains 251209 members 
Mstep: Class 9 contains 7698 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39503 members 
Mstep: Class 13 contains 18359 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36386 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 220305 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 19 clusters Score -8.858845e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 38904 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6479 members 
Mstep: Class 7 contains 127678 members 
Mstep: Class 8 contains 251179 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 10819 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39499 members 
Mstep: Class 13 contains 18388 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36367 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 220195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588560.000000 Penalty: 60688.125000
Iteration 141Q: 19 clusters Score -8.858856e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 38897 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 6480 members 
Mstep: Class 7 contains 127851 members 
Mstep: Class 8 contains 251138 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 10809 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39498 members 
Mstep: Class 13 contains 18414 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36358 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 220077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588488.000000 Penalty: 60688.125000
Iteration 142Q: 19 clusters Score -8.858849e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 38888 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 127983 members 
Mstep: Class 8 contains 251120 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 10800 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39500 members 
Mstep: Class 13 contains 18442 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36345 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 219977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588496.000000 Penalty: 60688.125000
Iteration 143Q: 19 clusters Score -8.85885e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 38876 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 128087 members 
Mstep: Class 8 contains 251115 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 10793 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39494 members 
Mstep: Class 13 contains 18468 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36326 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6998 members 
Mstep: Class 20 contains 219921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588576.000000 Penalty: 60688.125000
Iteration 144Q: 19 clusters Score -8.858858e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 38865 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 6479 members 
Mstep: Class 7 contains 128181 members 
Mstep: Class 8 contains 251124 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 10791 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39490 members 
Mstep: Class 13 contains 18491 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36302 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6936 members 
Mstep: Class 20 contains 219868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588496.000000 Penalty: 60688.125000
Iteration 145Q: 19 clusters Score -8.85885e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 38853 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 128246 members 
Mstep: Class 8 contains 251144 members 
Mstep: Class 9 contains 7694 members 
Mstep: Class 10 contains 10788 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39486 members 
Mstep: Class 13 contains 18513 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36290 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 219801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588528.000000 Penalty: 60688.125000
Iteration 146Q: 19 clusters Score -8.858853e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 38849 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 128334 members 
Mstep: Class 8 contains 251143 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39483 members 
Mstep: Class 13 contains 18536 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36266 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6840 members 
Mstep: Class 20 contains 219741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588472.000000 Penalty: 60688.125000
Iteration 147Q: 19 clusters Score -8.858847e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 38843 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 6479 members 
Mstep: Class 7 contains 128445 members 
Mstep: Class 8 contains 251114 members 
Mstep: Class 9 contains 7688 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39469 members 
Mstep: Class 13 contains 18557 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36245 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 219689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588584.000000 Penalty: 60688.125000
Iteration 148Q: 19 clusters Score -8.858858e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3169 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 128565 members 
Mstep: Class 8 contains 251070 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39461 members 
Mstep: Class 13 contains 18577 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36229 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6774 members 
Mstep: Class 20 contains 219625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588736.000000 Penalty: 60688.125000
Iteration 149Q: 19 clusters Score -8.858874e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 38829 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 128708 members 
Mstep: Class 8 contains 251013 members 
Mstep: Class 9 contains 7693 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39452 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36211 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6744 members 
Mstep: Class 20 contains 219557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588800.000000 Penalty: 60688.125000
Iteration 150Q: 19 clusters Score -8.85888e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 38820 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 6483 members 
Mstep: Class 7 contains 128850 members 
Mstep: Class 8 contains 250949 members 
Mstep: Class 9 contains 7699 members 
Mstep: Class 10 contains 10766 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39443 members 
Mstep: Class 13 contains 18620 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36196 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6705 members 
Mstep: Class 20 contains 219501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588688.000000 Penalty: 60688.125000
Iteration 151Q: 19 clusters Score -8.858869e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 38808 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6481 members 
Mstep: Class 7 contains 128992 members 
Mstep: Class 8 contains 250902 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 10 contains 10759 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39437 members 
Mstep: Class 13 contains 18641 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36178 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6675 members 
Mstep: Class 20 contains 219433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588744.000000 Penalty: 60688.125000
Iteration 152Q: 19 clusters Score -8.858874e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 38807 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 6480 members 
Mstep: Class 7 contains 129103 members 
Mstep: Class 8 contains 250858 members 
Mstep: Class 9 contains 7709 members 
Mstep: Class 10 contains 10755 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39430 members 
Mstep: Class 13 contains 18669 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36168 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6650 members 
Mstep: Class 20 contains 219368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588856.000000 Penalty: 60688.125000
Iteration 153Q: 19 clusters Score -8.858886e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 38798 members 
Mstep: Class 5 contains 7519 members 
Mstep: Class 6 contains 6481 members 
Mstep: Class 7 contains 129214 members 
Mstep: Class 8 contains 250837 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 10750 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39420 members 
Mstep: Class 13 contains 18694 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36152 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 219304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588976.000000 Penalty: 60688.125000
Iteration 154Q: 19 clusters Score -8.858898e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 38790 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 129311 members 
Mstep: Class 8 contains 250823 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 10743 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39417 members 
Mstep: Class 13 contains 18715 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36133 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6585 members 
Mstep: Class 20 contains 219233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589056.000000 Penalty: 60688.125000
Iteration 155Q: 19 clusters Score -8.858906e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3210 members 
Mstep: Class 4 contains 38782 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 129428 members 
Mstep: Class 8 contains 250788 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 10732 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39407 members 
Mstep: Class 13 contains 18747 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 219175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589208.000000 Penalty: 60688.125000
Iteration 156Q: 19 clusters Score -8.858921e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 38782 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 6475 members 
Mstep: Class 7 contains 129549 members 
Mstep: Class 8 contains 250736 members 
Mstep: Class 9 contains 7723 members 
Mstep: Class 10 contains 10718 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39400 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36097 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 219132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589064.000000 Penalty: 60688.125000
Iteration 157Q: 19 clusters Score -8.858906e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 38779 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 129685 members 
Mstep: Class 8 contains 250672 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 10708 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39395 members 
Mstep: Class 13 contains 18790 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36081 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6475 members 
Mstep: Class 20 contains 219070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589160.000000 Penalty: 60688.125000
Iteration 158Q: 19 clusters Score -8.858916e+07 nChanged 430
Entering ConstructFrom: 
Score: -88589160.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (23603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Entering Unmasked Estep 
Score: -2671937.500000 Penalty: 2497.144043
	Iteration 0F: 2 clusters Score -2671938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2655626.250000 Penalty: 4994.288086
	Iteration 0F: 3 clusters Score -2655626 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2661364.500000 Penalty: 4994.288086
	Iteration 1F: 3 clusters Score -2661364 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2661820.000000 Penalty: 4994.288086
	Iteration 2F: 3 clusters Score -2661820 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2662341.250000 Penalty: 4994.288086
	Iteration 3Q: 3 clusters Score -2662341 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2663114.750000 Penalty: 4994.288086
	Iteration 4Q: 3 clusters Score -2663115 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2664084.750000 Penalty: 4994.288086
	Iteration 5F: 3 clusters Score -2664085 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2665148.000000 Penalty: 4994.288086
	Iteration 6F: 3 clusters Score -2665148 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2666214.750000 Penalty: 4994.288086
	Iteration 7F: 3 clusters Score -2666215 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2667193.000000 Penalty: 4994.288086
	Iteration 8F: 3 clusters Score -2667193 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2668032.500000 Penalty: 4994.288086
	Iteration 9F: 3 clusters Score -2668032 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2668757.500000 Penalty: 4994.288086
	Iteration 10Q: 3 clusters Score -2668758 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2669286.500000 Penalty: 4994.288086
	Iteration 11Q: 3 clusters Score -2669286 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2669607.250000 Penalty: 4994.288086
	Iteration 12Q: 3 clusters Score -2669607 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2669769.750000 Penalty: 4994.288086
	Iteration 13Q: 3 clusters Score -2669770 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2669873.000000 Penalty: 4994.288086
	Iteration 14Q: 3 clusters Score -2669873 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2669948.250000 Penalty: 4994.288086
	Iteration 15Q: 3 clusters Score -2669948 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2670012.250000 Penalty: 4994.288086
	Iteration 16Q: 3 clusters Score -2670012 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2670060.500000 Penalty: 4994.288086
	Iteration 17Q: 3 clusters Score -2670060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2670098.250000 Penalty: 4994.288086
	Iteration 18Q: 3 clusters Score -2670098 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2670133.250000 Penalty: 4994.288086
	Iteration 19Q: 3 clusters Score -2670133 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2670168.500000 Penalty: 4994.288086
	Iteration 20F: 3 clusters Score -2670168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2670187.250000 Penalty: 4994.288086
	Iteration 21Q: 3 clusters Score -2670187 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2670213.000000 Penalty: 4994.288086
	Iteration 22Q: 3 clusters Score -2670213 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2670247.500000 Penalty: 4994.288086
	Iteration 23Q: 3 clusters Score -2670248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2670283.500000 Penalty: 4994.288086
	Iteration 24Q: 3 clusters Score -2670284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2670312.500000 Penalty: 4994.288086
	Iteration 25Q: 3 clusters Score -2670312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2670323.250000 Penalty: 4994.288086
	Iteration 26Q: 3 clusters Score -2670323 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2670343.250000 Penalty: 4994.288086
	Iteration 27Q: 3 clusters Score -2670343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2670361.500000 Penalty: 4994.288086
	Iteration 28Q: 3 clusters Score -2670362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2670376.500000 Penalty: 4994.288086
	Iteration 29Q: 3 clusters Score -2670376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2670399.500000 Penalty: 4994.288086
	Iteration 30Q: 3 clusters Score -2670400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2670409.250000 Penalty: 4994.288086
	Iteration 31Q: 3 clusters Score -2670409 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2670444.250000 Penalty: 4994.288086
	Iteration 32Q: 3 clusters Score -2670444 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2670456.750000 Penalty: 4994.288086
	Iteration 33Q: 3 clusters Score -2670457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2670472.750000 Penalty: 4994.288086
	Iteration 34Q: 3 clusters Score -2670473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2670489.250000 Penalty: 4994.288086
	Iteration 35Q: 3 clusters Score -2670489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2670503.500000 Penalty: 4994.288086
	Iteration 36Q: 3 clusters Score -2670504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2670516.250000 Penalty: 4994.288086
	Iteration 37Q: 3 clusters Score -2670516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2670526.250000 Penalty: 4994.288086
	Iteration 38Q: 3 clusters Score -2670526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2670538.250000 Penalty: 4994.288086
	Iteration 39Q: 3 clusters Score -2670538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2670543.500000 Penalty: 4994.288086
	Iteration 40F: 3 clusters Score -2670544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2670557.750000 Penalty: 4994.288086
	Iteration 41Q: 3 clusters Score -2670558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2670578.750000 Penalty: 4994.288086
	Iteration 42Q: 3 clusters Score -2670579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2670592.000000 Penalty: 4994.288086
	Iteration 43Q: 3 clusters Score -2670592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2670604.750000 Penalty: 4994.288086
	Iteration 44Q: 3 clusters Score -2670605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2670619.500000 Penalty: 4994.288086
	Iteration 45Q: 3 clusters Score -2670620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2670631.750000 Penalty: 4994.288086
	Iteration 46Q: 3 clusters Score -2670632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2670631.750000 Penalty: 4994.288086
	Iteration 47Q: 3 clusters Score -2670632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2670640.500000 Penalty: 4994.288086
	Iteration 48Q: 3 clusters Score -2670640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2670653.000000 Penalty: 4994.288086
	Iteration 49Q: 3 clusters Score -2670653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2670653.250000 Penalty: 4994.288086
	Iteration 50Q: 3 clusters Score -2670653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2670656.250000 Penalty: 4994.288086
	Iteration 51Q: 3 clusters Score -2670656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2670659.500000 Penalty: 4994.288086
	Iteration 52Q: 3 clusters Score -2670660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2670665.000000 Penalty: 4994.288086
	Iteration 53Q: 3 clusters Score -2670665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2670669.750000 Penalty: 4994.288086
	Iteration 54Q: 3 clusters Score -2670670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2670675.000000 Penalty: 4994.288086
	Iteration 55Q: 3 clusters Score -2670675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2670669.750000 Penalty: 4994.288086
	Iteration 56Q: 3 clusters Score -2670670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2670667.000000 Penalty: 4994.288086
	Iteration 57Q: 3 clusters Score -2670667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2670669.250000 Penalty: 4994.288086
	Iteration 58Q: 3 clusters Score -2670669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2670669.250000 Penalty: 4994.288086
	Iteration 59Q: 3 clusters Score -2670669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2670671.250000 Penalty: 4994.288086
	Iteration 60F: 3 clusters Score -2670671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2670673.000000 Penalty: 4994.288086
	Iteration 61Q: 3 clusters Score -2670673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2670670.500000 Penalty: 4994.288086
	Iteration 62Q: 3 clusters Score -2670670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2670674.500000 Penalty: 4994.288086
	Iteration 63Q: 3 clusters Score -2670674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2670674.000000 Penalty: 4994.288086
	Iteration 64Q: 3 clusters Score -2670674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2670675.500000 Penalty: 4994.288086
	Iteration 65Q: 3 clusters Score -2670676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2670683.000000 Penalty: 4994.288086
	Iteration 66Q: 3 clusters Score -2670683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2670688.750000 Penalty: 4994.288086
	Iteration 67Q: 3 clusters Score -2670689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2670688.250000 Penalty: 4994.288086
	Iteration 68Q: 3 clusters Score -2670688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2670690.750000 Penalty: 4994.288086
	Iteration 69Q: 3 clusters Score -2670691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2670691.750000 Penalty: 4994.288086
	Iteration 70Q: 3 clusters Score -2670692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2670696.500000 Penalty: 4994.288086
	Iteration 71Q: 3 clusters Score -2670696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2670697.750000 Penalty: 4994.288086
	Iteration 72Q: 3 clusters Score -2670698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2670702.500000 Penalty: 4994.288086
	Iteration 73Q: 3 clusters Score -2670702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2670699.500000 Penalty: 4994.288086
	Iteration 74Q: 3 clusters Score -2670700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2670699.000000 Penalty: 4994.288086
	Iteration 75Q: 3 clusters Score -2670699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2670702.750000 Penalty: 4994.288086
	Iteration 76Q: 3 clusters Score -2670703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2670699.250000 Penalty: 4994.288086
	Iteration 77Q: 3 clusters Score -2670699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2670695.250000 Penalty: 4994.288086
	Iteration 78Q: 3 clusters Score -2670695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2670698.250000 Penalty: 4994.288086
	Iteration 79Q: 3 clusters Score -2670698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2670699.250000 Penalty: 4994.288086
	Iteration 80F: 3 clusters Score -2670699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2670701.250000 Penalty: 4994.288086
	Iteration 81Q: 3 clusters Score -2670701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2670711.500000 Penalty: 4994.288086
	Iteration 82Q: 3 clusters Score -2670712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2670715.250000 Penalty: 4994.288086
	Iteration 83Q: 3 clusters Score -2670715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2670712.500000 Penalty: 4994.288086
	Iteration 84Q: 3 clusters Score -2670712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2670719.000000 Penalty: 4994.288086
	Iteration 85Q: 3 clusters Score -2670719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2670718.750000 Penalty: 4994.288086
	Iteration 86Q: 3 clusters Score -2670719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2670719.500000 Penalty: 4994.288086
	Iteration 87Q: 3 clusters Score -2670720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2670724.250000 Penalty: 4994.288086
	Iteration 88Q: 3 clusters Score -2670724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2670726.500000 Penalty: 4994.288086
	Iteration 89Q: 3 clusters Score -2670726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2670732.000000 Penalty: 4994.288086
	Iteration 90Q: 3 clusters Score -2670732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2670736.000000 Penalty: 4994.288086
	Iteration 91Q: 3 clusters Score -2670736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2670732.750000 Penalty: 4994.288086
	Iteration 92Q: 3 clusters Score -2670733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2670733.000000 Penalty: 4994.288086
	Iteration 93Q: 3 clusters Score -2670733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2670731.250000 Penalty: 4994.288086
	Iteration 94Q: 3 clusters Score -2670731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2670735.750000 Penalty: 4994.288086
	Iteration 95Q: 3 clusters Score -2670736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2670735.750000 Penalty: 4994.288086
	Iteration 96F: 3 clusters Score -2670736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -170361.343750 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -170361.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -168030.984375 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -168031 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -168468.046875 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -168468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -168672.625000 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -168672.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -168945.218750 Penalty: 3671.313477
	Iteration 3F: 3 clusters Score -168945.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -169324.828125 Penalty: 3671.313477
	Iteration 4F: 3 clusters Score -169324.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -169796.500000 Penalty: 3671.313477
	Iteration 5F: 3 clusters Score -169796.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -170104.640625 Penalty: 3671.313477
	Iteration 6F: 3 clusters Score -170104.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -170218.390625 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -170218.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -170279.921875 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -170279.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -170349.015625 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -170349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -170406.015625 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -170406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -170439.250000 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -170439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -170455.406250 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -170455.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170465.890625 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -170465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170473.218750 Penalty: 3671.313477
	Iteration 14Q: 3 clusters Score -170473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -170482.515625 Penalty: 3671.313477
	Iteration 15Q: 3 clusters Score -170482.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -170491.750000 Penalty: 3671.313477
	Iteration 16Q: 3 clusters Score -170491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -170498.015625 Penalty: 3671.313477
	Iteration 17Q: 3 clusters Score -170498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -170512.390625 Penalty: 3671.313477
	Iteration 18Q: 3 clusters Score -170512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170529.375000 Penalty: 3671.313477
	Iteration 19Q: 3 clusters Score -170529.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170536.625000 Penalty: 3671.313477
	Iteration 20F: 3 clusters Score -170536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -170544.156250 Penalty: 3671.313477
	Iteration 21Q: 3 clusters Score -170544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -170558.609375 Penalty: 3671.313477
	Iteration 22Q: 3 clusters Score -170558.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170574.109375 Penalty: 3671.313477
	Iteration 23Q: 3 clusters Score -170574.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -170602.687500 Penalty: 3671.313477
	Iteration 24Q: 3 clusters Score -170602.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -170651.671875 Penalty: 3671.313477
	Iteration 25Q: 3 clusters Score -170651.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -170773.718750 Penalty: 3671.313477
	Iteration 26Q: 3 clusters Score -170773.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171055.703125 Penalty: 3671.313477
	Iteration 27Q: 3 clusters Score -171055.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -171242.359375 Penalty: 3671.313477
	Iteration 28Q: 3 clusters Score -171242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171329.421875 Penalty: 3671.313477
	Iteration 29Q: 3 clusters Score -171329.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -171417.609375 Penalty: 3671.313477
	Iteration 30Q: 3 clusters Score -171417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -171447.968750 Penalty: 3671.313477
	Iteration 31Q: 3 clusters Score -171448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -171452.562500 Penalty: 3671.313477
	Iteration 32F: 3 clusters Score -171452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -171461.859375 Penalty: 3671.313477
	Iteration 33Q: 3 clusters Score -171461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -171461.859375 Penalty: 3671.313477
	Iteration 34F: 3 clusters Score -171461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 38773 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 129828 members 
Mstep: Class 8 contains 250630 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39388 members 
Mstep: Class 13 contains 18808 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36055 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 849 members 
Mstep: Class 19 contains 6436 members 
Mstep: Class 20 contains 219003 members 
Entering Unmasked Estep 
Score: -88588912.000000 Penalty: 64059.687500
Splitting cluster 2 changes total score from -88589160.000000 to -88588912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Entering Unmasked Estep 
Score: -378820.375000 Penalty: 2004.052368
	Iteration 0F: 2 clusters Score -378820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -375346.593750 Penalty: 4008.104736
	Iteration 0F: 3 clusters Score -375346.6 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -376062.562500 Penalty: 4008.104736
	Iteration 1F: 3 clusters Score -376062.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -376244.656250 Penalty: 4008.104736
	Iteration 2F: 3 clusters Score -376244.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -376332.843750 Penalty: 4008.104736
	Iteration 3Q: 3 clusters Score -376332.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -376398.468750 Penalty: 4008.104736
	Iteration 4Q: 3 clusters Score -376398.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -376448.937500 Penalty: 4008.104736
	Iteration 5Q: 3 clusters Score -376448.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -376481.781250 Penalty: 4008.104736
	Iteration 6Q: 3 clusters Score -376481.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -376503.156250 Penalty: 4008.104736
	Iteration 7Q: 3 clusters Score -376503.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -376518.343750 Penalty: 4008.104736
	Iteration 8Q: 3 clusters Score -376518.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -376527.593750 Penalty: 4008.104736
	Iteration 9Q: 3 clusters Score -376527.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -376535.062500 Penalty: 4008.104736
	Iteration 10Q: 3 clusters Score -376535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -376538.656250 Penalty: 4008.104736
	Iteration 11Q: 3 clusters Score -376538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376543.687500 Penalty: 4008.104736
	Iteration 12Q: 3 clusters Score -376543.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -376547.812500 Penalty: 4008.104736
	Iteration 13Q: 3 clusters Score -376547.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -376552.875000 Penalty: 4008.104736
	Iteration 14Q: 3 clusters Score -376552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -376554.812500 Penalty: 4008.104736
	Iteration 15Q: 3 clusters Score -376554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376556.406250 Penalty: 4008.104736
	Iteration 16Q: 3 clusters Score -376556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376557.531250 Penalty: 4008.104736
	Iteration 17Q: 3 clusters Score -376557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -376557.875000 Penalty: 4008.104736
	Iteration 18Q: 3 clusters Score -376557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376557.875000 Penalty: 4008.104736
	Iteration 19Q: 3 clusters Score -376557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376557.875000 Penalty: 4008.104736
	Iteration 20F: 3 clusters Score -376557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Entering Unmasked Estep 
Score: -4289842.000000 Penalty: 2620.238770
	Iteration 0F: 2 clusters Score -4289842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4263653.500000 Penalty: 5240.477539
	Iteration 0F: 3 clusters Score -4263654 nChanged 17611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4273109.500000 Penalty: 5240.477539
	Iteration 1F: 3 clusters Score -4273110 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4273624.500000 Penalty: 5240.477539
	Iteration 2Q: 3 clusters Score -4273624 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4274196.500000 Penalty: 5240.477539
	Iteration 3Q: 3 clusters Score -4274196 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4274850.500000 Penalty: 5240.477539
	Iteration 4Q: 3 clusters Score -4274850 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4275747.500000 Penalty: 5240.477539
	Iteration 5Q: 3 clusters Score -4275748 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4277050.000000 Penalty: 5240.477539
	Iteration 6F: 3 clusters Score -4277050 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4279070.500000 Penalty: 5240.477539
	Iteration 7F: 3 clusters Score -4279070 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4281856.500000 Penalty: 5240.477539
	Iteration 8F: 3 clusters Score -4281856 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4284509.000000 Penalty: 5240.477539
	Iteration 9F: 3 clusters Score -4284509 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4286152.500000 Penalty: 5240.477539
	Iteration 10Q: 3 clusters Score -4286152 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4286898.000000 Penalty: 5240.477539
	Iteration 11Q: 3 clusters Score -4286898 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4287189.500000 Penalty: 5240.477539
	Iteration 12Q: 3 clusters Score -4287190 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4287336.500000 Penalty: 5240.477539
	Iteration 13Q: 3 clusters Score -4287336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4287427.000000 Penalty: 5240.477539
	Iteration 14Q: 3 clusters Score -4287427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -4287478.500000 Penalty: 5240.477539
	Iteration 15Q: 3 clusters Score -4287478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -4287523.500000 Penalty: 5240.477539
	Iteration 16Q: 3 clusters Score -4287524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4287563.000000 Penalty: 5240.477539
	Iteration 17Q: 3 clusters Score -4287563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -4287595.500000 Penalty: 5240.477539
	Iteration 18Q: 3 clusters Score -4287596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -4287610.500000 Penalty: 5240.477539
	Iteration 19Q: 3 clusters Score -4287610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4287630.500000 Penalty: 5240.477539
	Iteration 20F: 3 clusters Score -4287630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -4287650.000000 Penalty: 5240.477539
	Iteration 21Q: 3 clusters Score -4287650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -4287657.000000 Penalty: 5240.477539
	Iteration 22Q: 3 clusters Score -4287657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -4287657.000000 Penalty: 5240.477539
	Iteration 23Q: 3 clusters Score -4287657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4287658.500000 Penalty: 5240.477539
	Iteration 24Q: 3 clusters Score -4287658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4287664.000000 Penalty: 5240.477539
	Iteration 25Q: 3 clusters Score -4287664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -4287665.500000 Penalty: 5240.477539
	Iteration 26Q: 3 clusters Score -4287666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4287673.000000 Penalty: 5240.477539
	Iteration 27Q: 3 clusters Score -4287673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4287674.500000 Penalty: 5240.477539
	Iteration 28Q: 3 clusters Score -4287674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4287674.500000 Penalty: 5240.477539
	Iteration 29F: 3 clusters Score -4287674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Entering Unmasked Estep 
Score: -810119.062500 Penalty: 2213.314697
	Iteration 0F: 2 clusters Score -810119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -804025.812500 Penalty: 4426.629395
	Iteration 0F: 3 clusters Score -804025.8 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -805571.437500 Penalty: 4426.629395
	Iteration 1F: 3 clusters Score -805571.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -805829.937500 Penalty: 4426.629395
	Iteration 2F: 3 clusters Score -805829.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -806071.000000 Penalty: 4426.629395
	Iteration 3F: 3 clusters Score -806071 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -806390.375000 Penalty: 4426.629395
	Iteration 4Q: 3 clusters Score -806390.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -806853.187500 Penalty: 4426.629395
	Iteration 5F: 3 clusters Score -806853.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -807419.562500 Penalty: 4426.629395
	Iteration 6F: 3 clusters Score -807419.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -807922.625000 Penalty: 4426.629395
	Iteration 7F: 3 clusters Score -807922.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -808339.750000 Penalty: 4426.629395
	Iteration 8F: 3 clusters Score -808339.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -808620.562500 Penalty: 4426.629395
	Iteration 9F: 3 clusters Score -808620.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -808836.000000 Penalty: 4426.629395
	Iteration 10Q: 3 clusters Score -808836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -808960.125000 Penalty: 4426.629395
	Iteration 11Q: 3 clusters Score -808960.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -809031.750000 Penalty: 4426.629395
	Iteration 12Q: 3 clusters Score -809031.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -809071.250000 Penalty: 4426.629395
	Iteration 13Q: 3 clusters Score -809071.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -809090.750000 Penalty: 4426.629395
	Iteration 14Q: 3 clusters Score -809090.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -809105.687500 Penalty: 4426.629395
	Iteration 15Q: 3 clusters Score -809105.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -809116.750000 Penalty: 4426.629395
	Iteration 16Q: 3 clusters Score -809116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -809123.312500 Penalty: 4426.629395
	Iteration 17Q: 3 clusters Score -809123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -809126.750000 Penalty: 4426.629395
	Iteration 18Q: 3 clusters Score -809126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -809128.812500 Penalty: 4426.629395
	Iteration 19Q: 3 clusters Score -809128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -809132.250000 Penalty: 4426.629395
	Iteration 20F: 3 clusters Score -809132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -809133.812500 Penalty: 4426.629395
	Iteration 21Q: 3 clusters Score -809133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -809134.562500 Penalty: 4426.629395
	Iteration 22Q: 3 clusters Score -809134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -809134.562500 Penalty: 4426.629395
	Iteration 23F: 3 clusters Score -809134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -667673.000000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -667673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -662251.000000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -662251 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -663693.937500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -663693.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -664063.500000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -664063.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -664335.062500 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -664335.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -664524.187500 Penalty: 4352.289062
	Iteration 4F: 3 clusters Score -664524.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -664679.750000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -664679.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -664844.187500 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -664844.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -664973.312500 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -664973.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -665099.062500 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -665099.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -665241.500000 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -665241.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -665387.437500 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -665387.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -665512.250000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -665512.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -665660.437500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -665660.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -665813.875000 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -665813.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -665953.312500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -665953.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -666116.687500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -666116.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -666254.750000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -666254.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -666363.437500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -666363.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -666440.500000 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -666440.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -666515.625000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -666515.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -666589.750000 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -666589.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -666641.312500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -666641.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -666670.187500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -666670.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -666701.125000 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -666701.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -666730.937500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -666730.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -666752.562500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -666752.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -666765.312500 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -666765.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -666775.062500 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -666775.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -666782.687500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -666782.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -666790.875000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -666790.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -666796.937500 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -666796.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -666807.562500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -666807.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -666816.312500 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -666816.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -666820.625000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -666820.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -666829.062500 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -666829.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -666838.500000 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -666838.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -666848.125000 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -666848.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -666858.625000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -666858.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -666866.812500 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -666866.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -666875.250000 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -666875.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -666881.812500 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -666881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -666885.875000 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -666885.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -666889.750000 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -666889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -666894.437500 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -666894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -666895.500000 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -666895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -666898.687500 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -666898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -666901.062500 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -666901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -666900.875000 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -666900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -666901.187500 Penalty: 4352.289062
	Iteration 48Q: 3 clusters Score -666901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -666901.187500 Penalty: 4352.289062
	Iteration 49F: 3 clusters Score -666901.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (129828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Entering Unmasked Estep 
Score: -14620070.000000 Penalty: 2919.943604
	Iteration 0F: 2 clusters Score -1.462007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -14533533.000000 Penalty: 5839.887207
	Iteration 0F: 3 clusters Score -1.453353e+07 nChanged 61984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -14568795.000000 Penalty: 5839.887207
	Iteration 1F: 3 clusters Score -1.45688e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -14569702.000000 Penalty: 5839.887207
	Iteration 2Q: 3 clusters Score -1.45697e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -14570702.000000 Penalty: 5839.887207
	Iteration 3Q: 3 clusters Score -1.45707e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -14571947.000000 Penalty: 5839.887207
	Iteration 4Q: 3 clusters Score -1.457195e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -14573811.000000 Penalty: 5839.887207
	Iteration 5Q: 3 clusters Score -1.457381e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -14577140.000000 Penalty: 5839.887207
	Iteration 6Q: 3 clusters Score -1.457714e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -14582383.000000 Penalty: 5839.887207
	Iteration 7F: 3 clusters Score -1.458238e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -14589362.000000 Penalty: 5839.887207
	Iteration 8F: 3 clusters Score -1.458936e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -14597299.000000 Penalty: 5839.887207
	Iteration 9F: 3 clusters Score -1.45973e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -14604224.000000 Penalty: 5839.887207
	Iteration 10F: 3 clusters Score -1.460422e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -14609343.000000 Penalty: 5839.887207
	Iteration 11Q: 3 clusters Score -1.460934e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -14612416.000000 Penalty: 5839.887207
	Iteration 12Q: 3 clusters Score -1.461242e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122319 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -14614165.000000 Penalty: 5839.887207
	Iteration 13Q: 3 clusters Score -1.461416e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123949 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -14615187.000000 Penalty: 5839.887207
	Iteration 14Q: 3 clusters Score -1.461519e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -14615934.000000 Penalty: 5839.887207
	Iteration 15Q: 3 clusters Score -1.461593e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126107 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -14616472.000000 Penalty: 5839.887207
	Iteration 16Q: 3 clusters Score -1.461647e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -14616802.000000 Penalty: 5839.887207
	Iteration 17Q: 3 clusters Score -1.46168e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -14617031.000000 Penalty: 5839.887207
	Iteration 18Q: 3 clusters Score -1.461703e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -14617162.000000 Penalty: 5839.887207
	Iteration 19Q: 3 clusters Score -1.461716e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14617264.000000 Penalty: 5839.887207
	Iteration 20F: 3 clusters Score -1.461726e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -14617350.000000 Penalty: 5839.887207
	Iteration 21Q: 3 clusters Score -1.461735e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -14617450.000000 Penalty: 5839.887207
	Iteration 22Q: 3 clusters Score -1.461745e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128242 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -14617504.000000 Penalty: 5839.887207
	Iteration 23Q: 3 clusters Score -1.46175e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128324 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14617541.000000 Penalty: 5839.887207
	Iteration 24Q: 3 clusters Score -1.461754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -14617570.000000 Penalty: 5839.887207
	Iteration 25Q: 3 clusters Score -1.461757e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128449 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14617598.000000 Penalty: 5839.887207
	Iteration 26Q: 3 clusters Score -1.46176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -14617617.000000 Penalty: 5839.887207
	Iteration 27Q: 3 clusters Score -1.461762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14617629.000000 Penalty: 5839.887207
	Iteration 28Q: 3 clusters Score -1.461763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128556 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14617625.000000 Penalty: 5839.887207
	Iteration 29Q: 3 clusters Score -1.461762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14617656.000000 Penalty: 5839.887207
	Iteration 30Q: 3 clusters Score -1.461766e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14617649.000000 Penalty: 5839.887207
	Iteration 31Q: 3 clusters Score -1.461765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128663 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14617673.000000 Penalty: 5839.887207
	Iteration 32Q: 3 clusters Score -1.461767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128682 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14617675.000000 Penalty: 5839.887207
	Iteration 33Q: 3 clusters Score -1.461768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128697 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -14617680.000000 Penalty: 5839.887207
	Iteration 34Q: 3 clusters Score -1.461768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128711 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14617697.000000 Penalty: 5839.887207
	Iteration 35Q: 3 clusters Score -1.46177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128725 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14617693.000000 Penalty: 5839.887207
	Iteration 36Q: 3 clusters Score -1.461769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14617713.000000 Penalty: 5839.887207
	Iteration 37Q: 3 clusters Score -1.461771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14617707.000000 Penalty: 5839.887207
	Iteration 38Q: 3 clusters Score -1.461771e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128783 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14617719.000000 Penalty: 5839.887207
	Iteration 39Q: 3 clusters Score -1.461772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -14617707.000000 Penalty: 5839.887207
	Iteration 40F: 3 clusters Score -1.461771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14617728.000000 Penalty: 5839.887207
	Iteration 41Q: 3 clusters Score -1.461773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -14617742.000000 Penalty: 5839.887207
	Iteration 42Q: 3 clusters Score -1.461774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -14617761.000000 Penalty: 5839.887207
	Iteration 43Q: 3 clusters Score -1.461776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128856 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14617746.000000 Penalty: 5839.887207
	Iteration 44Q: 3 clusters Score -1.461775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128867 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14617763.000000 Penalty: 5839.887207
	Iteration 45Q: 3 clusters Score -1.461776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128879 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14617782.000000 Penalty: 5839.887207
	Iteration 46Q: 3 clusters Score -1.461778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128884 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14617781.000000 Penalty: 5839.887207
	Iteration 47Q: 3 clusters Score -1.461778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14617778.000000 Penalty: 5839.887207
	Iteration 48Q: 3 clusters Score -1.461778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128896 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14617780.000000 Penalty: 5839.887207
	Iteration 49Q: 3 clusters Score -1.461778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -14617776.000000 Penalty: 5839.887207
	Iteration 50Q: 3 clusters Score -1.461778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -14617776.000000 Penalty: 5839.887207
	Iteration 51F: 3 clusters Score -1.461778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250630 members 
Entering Unmasked Estep 
Score: -28241530.000000 Penalty: 3083.069824
	Iteration 0F: 2 clusters Score -2.824153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125008 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -28084584.000000 Penalty: 6166.139648
	Iteration 0F: 3 clusters Score -2.808458e+07 nChanged 121195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119703 members 
Mstep: Class 2 contains 130927 members 
Entering Unmasked Estep 
Score: -28155606.000000 Penalty: 6166.139648
	Iteration 1F: 3 clusters Score -2.815561e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 134256 members 
Entering Unmasked Estep 
Score: -28157016.000000 Penalty: 6166.139648
	Iteration 2Q: 3 clusters Score -2.815702e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 139389 members 
Entering Unmasked Estep 
Score: -28158752.000000 Penalty: 6166.139648
	Iteration 3Q: 3 clusters Score -2.815875e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -28161934.000000 Penalty: 6166.139648
	Iteration 4Q: 3 clusters Score -2.816193e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 159146 members 
Entering Unmasked Estep 
Score: -28168016.000000 Penalty: 6166.139648
	Iteration 5F: 3 clusters Score -2.816802e+07 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 175951 members 
Entering Unmasked Estep 
Score: -28179298.000000 Penalty: 6166.139648
	Iteration 6F: 3 clusters Score -2.81793e+07 nChanged 21768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 197653 members 
Entering Unmasked Estep 
Score: -28197418.000000 Penalty: 6166.139648
	Iteration 7F: 3 clusters Score -2.819742e+07 nChanged 22985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 220620 members 
Entering Unmasked Estep 
Score: -28219664.000000 Penalty: 6166.139648
	Iteration 8F: 3 clusters Score -2.821966e+07 nChanged 17246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 237864 members 
Entering Unmasked Estep 
Score: -28231816.000000 Penalty: 6166.139648
	Iteration 9F: 3 clusters Score -2.823182e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 245808 members 
Entering Unmasked Estep 
Score: -28236360.000000 Penalty: 6166.139648
	Iteration 10Q: 3 clusters Score -2.823636e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 248612 members 
Entering Unmasked Estep 
Score: -28237810.000000 Penalty: 6166.139648
	Iteration 11Q: 3 clusters Score -2.823781e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 249512 members 
Entering Unmasked Estep 
Score: -28238462.000000 Penalty: 6166.139648
	Iteration 12Q: 3 clusters Score -2.823846e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 249779 members 
Entering Unmasked Estep 
Score: -28238682.000000 Penalty: 6166.139648
	Iteration 13Q: 3 clusters Score -2.823868e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 249872 members 
Entering Unmasked Estep 
Score: -28238770.000000 Penalty: 6166.139648
	Iteration 14Q: 3 clusters Score -2.823877e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 249912 members 
Entering Unmasked Estep 
Score: -28238780.000000 Penalty: 6166.139648
	Iteration 15Q: 3 clusters Score -2.823878e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 249936 members 
Entering Unmasked Estep 
Score: -28238838.000000 Penalty: 6166.139648
	Iteration 16Q: 3 clusters Score -2.823884e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 249955 members 
Entering Unmasked Estep 
Score: -28238822.000000 Penalty: 6166.139648
	Iteration 17Q: 3 clusters Score -2.823882e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 249966 members 
Entering Unmasked Estep 
Score: -28238836.000000 Penalty: 6166.139648
	Iteration 18Q: 3 clusters Score -2.823884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 249979 members 
Entering Unmasked Estep 
Score: -28238880.000000 Penalty: 6166.139648
	Iteration 19Q: 3 clusters Score -2.823888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 249987 members 
Entering Unmasked Estep 
Score: -28238908.000000 Penalty: 6166.139648
	Iteration 20F: 3 clusters Score -2.823891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 249981 members 
Entering Unmasked Estep 
Score: -28238874.000000 Penalty: 6166.139648
	Iteration 21Q: 3 clusters Score -2.823887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 249975 members 
Entering Unmasked Estep 
Score: -28238878.000000 Penalty: 6166.139648
	Iteration 22Q: 3 clusters Score -2.823888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 249972 members 
Entering Unmasked Estep 
Score: -28238876.000000 Penalty: 6166.139648
	Iteration 23Q: 3 clusters Score -2.823888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 249970 members 
Entering Unmasked Estep 
Score: -28238886.000000 Penalty: 6166.139648
	Iteration 24Q: 3 clusters Score -2.823889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 249970 members 
Entering Unmasked Estep 
Score: -28238892.000000 Penalty: 6166.139648
	Iteration 25Q: 3 clusters Score -2.823889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 249967 members 
Entering Unmasked Estep 
Score: -28238878.000000 Penalty: 6166.139648
	Iteration 26Q: 3 clusters Score -2.823888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 249963 members 
Entering Unmasked Estep 
Score: -28238898.000000 Penalty: 6166.139648
	Iteration 27Q: 3 clusters Score -2.82389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 249957 members 
Entering Unmasked Estep 
Score: -28238886.000000 Penalty: 6166.139648
	Iteration 28Q: 3 clusters Score -2.823889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 249958 members 
Entering Unmasked Estep 
Score: -28238900.000000 Penalty: 6166.139648
	Iteration 29Q: 3 clusters Score -2.82389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 249957 members 
Entering Unmasked Estep 
Score: -28238956.000000 Penalty: 6166.139648
	Iteration 30Q: 3 clusters Score -2.823896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 249958 members 
Entering Unmasked Estep 
Score: -28238956.000000 Penalty: 6166.139648
	Iteration 31Q: 3 clusters Score -2.823896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 249957 members 
Entering Unmasked Estep 
Score: -28238948.000000 Penalty: 6166.139648
	Iteration 32Q: 3 clusters Score -2.823895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 249951 members 
Entering Unmasked Estep 
Score: -28238978.000000 Penalty: 6166.139648
	Iteration 33Q: 3 clusters Score -2.823898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 249952 members 
Entering Unmasked Estep 
Score: -28238984.000000 Penalty: 6166.139648
	Iteration 34Q: 3 clusters Score -2.823898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 249955 members 
Entering Unmasked Estep 
Score: -28238978.000000 Penalty: 6166.139648
	Iteration 35Q: 3 clusters Score -2.823898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 249957 members 
Entering Unmasked Estep 
Score: -28238956.000000 Penalty: 6166.139648
	Iteration 36Q: 3 clusters Score -2.823896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 249957 members 
Entering Unmasked Estep 
Score: -28238966.000000 Penalty: 6166.139648
	Iteration 37Q: 3 clusters Score -2.823897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 249957 members 
Entering Unmasked Estep 
Score: -28238968.000000 Penalty: 6166.139648
	Iteration 38Q: 3 clusters Score -2.823897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 249958 members 
Entering Unmasked Estep 
Score: -28238960.000000 Penalty: 6166.139648
	Iteration 39Q: 3 clusters Score -2.823896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 249959 members 
Entering Unmasked Estep 
Score: -28238968.000000 Penalty: 6166.139648
	Iteration 40F: 3 clusters Score -2.823897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Entering Unmasked Estep 
Score: -873295.562500 Penalty: 2220.278320
	Iteration 0F: 2 clusters Score -873295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -867014.250000 Penalty: 4440.556641
	Iteration 0F: 3 clusters Score -867014.2 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -868753.875000 Penalty: 4440.556641
	Iteration 1F: 3 clusters Score -868753.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -869072.000000 Penalty: 4440.556641
	Iteration 2F: 3 clusters Score -869072 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -869384.875000 Penalty: 4440.556641
	Iteration 3F: 3 clusters Score -869384.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -869694.687500 Penalty: 4440.556641
	Iteration 4F: 3 clusters Score -869694.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -870051.437500 Penalty: 4440.556641
	Iteration 5F: 3 clusters Score -870051.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -870474.187500 Penalty: 4440.556641
	Iteration 6F: 3 clusters Score -870474.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -871013.750000 Penalty: 4440.556641
	Iteration 7F: 3 clusters Score -871013.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -871541.875000 Penalty: 4440.556641
	Iteration 8F: 3 clusters Score -871541.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -871985.312500 Penalty: 4440.556641
	Iteration 9F: 3 clusters Score -871985.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -872290.875000 Penalty: 4440.556641
	Iteration 10Q: 3 clusters Score -872290.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -872464.687500 Penalty: 4440.556641
	Iteration 11Q: 3 clusters Score -872464.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -872575.625000 Penalty: 4440.556641
	Iteration 12Q: 3 clusters Score -872575.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -872650.875000 Penalty: 4440.556641
	Iteration 13Q: 3 clusters Score -872650.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -872713.125000 Penalty: 4440.556641
	Iteration 14Q: 3 clusters Score -872713.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -872780.937500 Penalty: 4440.556641
	Iteration 15Q: 3 clusters Score -872780.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -872841.437500 Penalty: 4440.556641
	Iteration 16Q: 3 clusters Score -872841.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -872899.312500 Penalty: 4440.556641
	Iteration 17Q: 3 clusters Score -872899.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -872946.687500 Penalty: 4440.556641
	Iteration 18Q: 3 clusters Score -872946.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -872992.812500 Penalty: 4440.556641
	Iteration 19Q: 3 clusters Score -872992.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -873037.687500 Penalty: 4440.556641
	Iteration 20F: 3 clusters Score -873037.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -873070.625000 Penalty: 4440.556641
	Iteration 21Q: 3 clusters Score -873070.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -873087.062500 Penalty: 4440.556641
	Iteration 22Q: 3 clusters Score -873087.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -873096.625000 Penalty: 4440.556641
	Iteration 23Q: 3 clusters Score -873096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -873105.312500 Penalty: 4440.556641
	Iteration 24Q: 3 clusters Score -873105.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -873110.187500 Penalty: 4440.556641
	Iteration 25Q: 3 clusters Score -873110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -873114.000000 Penalty: 4440.556641
	Iteration 26Q: 3 clusters Score -873114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -873113.687500 Penalty: 4440.556641
	Iteration 27Q: 3 clusters Score -873113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -873113.750000 Penalty: 4440.556641
	Iteration 28Q: 3 clusters Score -873113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -873114.562500 Penalty: 4440.556641
	Iteration 29Q: 3 clusters Score -873114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -873117.687500 Penalty: 4440.556641
	Iteration 30Q: 3 clusters Score -873117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -873116.562500 Penalty: 4440.556641
	Iteration 31Q: 3 clusters Score -873116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -873116.687500 Penalty: 4440.556641
	Iteration 32Q: 3 clusters Score -873116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -873117.625000 Penalty: 4440.556641
	Iteration 33Q: 3 clusters Score -873117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -873118.312500 Penalty: 4440.556641
	Iteration 34Q: 3 clusters Score -873118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -873118.312500 Penalty: 4440.556641
	Iteration 35F: 3 clusters Score -873118.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Entering Unmasked Estep 
Score: -1222009.500000 Penalty: 2300.966797
	Iteration 0F: 2 clusters Score -1222010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1213907.250000 Penalty: 4601.933594
	Iteration 0F: 3 clusters Score -1213907 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1216188.375000 Penalty: 4601.933594
	Iteration 1F: 3 clusters Score -1216188 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1216452.375000 Penalty: 4601.933594
	Iteration 2F: 3 clusters Score -1216452 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1216616.500000 Penalty: 4601.933594
	Iteration 3Q: 3 clusters Score -1216616 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1216735.500000 Penalty: 4601.933594
	Iteration 4Q: 3 clusters Score -1216736 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1216823.000000 Penalty: 4601.933594
	Iteration 5Q: 3 clusters Score -1216823 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1216904.375000 Penalty: 4601.933594
	Iteration 6Q: 3 clusters Score -1216904 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1217002.625000 Penalty: 4601.933594
	Iteration 7Q: 3 clusters Score -1217003 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1217089.375000 Penalty: 4601.933594
	Iteration 8Q: 3 clusters Score -1217089 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1217180.500000 Penalty: 4601.933594
	Iteration 9Q: 3 clusters Score -1217180 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1217272.875000 Penalty: 4601.933594
	Iteration 10Q: 3 clusters Score -1217273 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1217402.250000 Penalty: 4601.933594
	Iteration 11Q: 3 clusters Score -1217402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1217572.250000 Penalty: 4601.933594
	Iteration 12Q: 3 clusters Score -1217572 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1217776.500000 Penalty: 4601.933594
	Iteration 13Q: 3 clusters Score -1217776 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1218002.875000 Penalty: 4601.933594
	Iteration 14Q: 3 clusters Score -1218003 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1218253.500000 Penalty: 4601.933594
	Iteration 15Q: 3 clusters Score -1218254 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1218504.625000 Penalty: 4601.933594
	Iteration 16Q: 3 clusters Score -1218505 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1218712.125000 Penalty: 4601.933594
	Iteration 17Q: 3 clusters Score -1218712 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1218857.750000 Penalty: 4601.933594
	Iteration 18Q: 3 clusters Score -1218858 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1218966.375000 Penalty: 4601.933594
	Iteration 19Q: 3 clusters Score -1218966 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1219045.875000 Penalty: 4601.933594
	Iteration 20F: 3 clusters Score -1219046 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1219111.625000 Penalty: 4601.933594
	Iteration 21Q: 3 clusters Score -1219112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1219176.125000 Penalty: 4601.933594
	Iteration 22Q: 3 clusters Score -1219176 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1219219.000000 Penalty: 4601.933594
	Iteration 23Q: 3 clusters Score -1219219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1219252.250000 Penalty: 4601.933594
	Iteration 24Q: 3 clusters Score -1219252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1219280.750000 Penalty: 4601.933594
	Iteration 25Q: 3 clusters Score -1219281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1219303.250000 Penalty: 4601.933594
	Iteration 26Q: 3 clusters Score -1219303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1219314.625000 Penalty: 4601.933594
	Iteration 27Q: 3 clusters Score -1219315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1219324.125000 Penalty: 4601.933594
	Iteration 28Q: 3 clusters Score -1219324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1219339.625000 Penalty: 4601.933594
	Iteration 29Q: 3 clusters Score -1219340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1219342.750000 Penalty: 4601.933594
	Iteration 30Q: 3 clusters Score -1219343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1219351.625000 Penalty: 4601.933594
	Iteration 31Q: 3 clusters Score -1219352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1219364.250000 Penalty: 4601.933594
	Iteration 32Q: 3 clusters Score -1219364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1219373.250000 Penalty: 4601.933594
	Iteration 33Q: 3 clusters Score -1219373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1219380.125000 Penalty: 4601.933594
	Iteration 34Q: 3 clusters Score -1219380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1219385.250000 Penalty: 4601.933594
	Iteration 35Q: 3 clusters Score -1219385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1219389.125000 Penalty: 4601.933594
	Iteration 36Q: 3 clusters Score -1219389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1219393.375000 Penalty: 4601.933594
	Iteration 37Q: 3 clusters Score -1219393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1219400.750000 Penalty: 4601.933594
	Iteration 38Q: 3 clusters Score -1219401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1219405.000000 Penalty: 4601.933594
	Iteration 39Q: 3 clusters Score -1219405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1219413.875000 Penalty: 4601.933594
	Iteration 40F: 3 clusters Score -1219414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1219422.125000 Penalty: 4601.933594
	Iteration 41Q: 3 clusters Score -1219422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1219424.250000 Penalty: 4601.933594
	Iteration 42Q: 3 clusters Score -1219424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1219431.625000 Penalty: 4601.933594
	Iteration 43Q: 3 clusters Score -1219432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1219438.500000 Penalty: 4601.933594
	Iteration 44Q: 3 clusters Score -1219438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1219446.000000 Penalty: 4601.933594
	Iteration 45Q: 3 clusters Score -1219446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1219453.375000 Penalty: 4601.933594
	Iteration 46Q: 3 clusters Score -1219453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1219455.750000 Penalty: 4601.933594
	Iteration 47Q: 3 clusters Score -1219456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1219461.875000 Penalty: 4601.933594
	Iteration 48Q: 3 clusters Score -1219462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1219463.250000 Penalty: 4601.933594
	Iteration 49Q: 3 clusters Score -1219463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1219466.500000 Penalty: 4601.933594
	Iteration 50Q: 3 clusters Score -1219466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1219473.875000 Penalty: 4601.933594
	Iteration 51Q: 3 clusters Score -1219474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1219475.500000 Penalty: 4601.933594
	Iteration 52Q: 3 clusters Score -1219476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1219477.250000 Penalty: 4601.933594
	Iteration 53Q: 3 clusters Score -1219477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1219483.250000 Penalty: 4601.933594
	Iteration 54Q: 3 clusters Score -1219483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1219486.500000 Penalty: 4601.933594
	Iteration 55Q: 3 clusters Score -1219486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1219495.000000 Penalty: 4601.933594
	Iteration 56Q: 3 clusters Score -1219495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1219491.625000 Penalty: 4601.933594
	Iteration 57Q: 3 clusters Score -1219492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1219495.500000 Penalty: 4601.933594
	Iteration 58Q: 3 clusters Score -1219496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1219501.000000 Penalty: 4601.933594
	Iteration 59Q: 3 clusters Score -1219501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1219511.750000 Penalty: 4601.933594
	Iteration 60F: 3 clusters Score -1219512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1219515.125000 Penalty: 4601.933594
	Iteration 61Q: 3 clusters Score -1219515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1219518.125000 Penalty: 4601.933594
	Iteration 62Q: 3 clusters Score -1219518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1219520.125000 Penalty: 4601.933594
	Iteration 63Q: 3 clusters Score -1219520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1219520.125000 Penalty: 4601.933594
	Iteration 64Q: 3 clusters Score -1219520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1219519.250000 Penalty: 4601.933594
	Iteration 65Q: 3 clusters Score -1219519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1219521.250000 Penalty: 4601.933594
	Iteration 66Q: 3 clusters Score -1219521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1219525.000000 Penalty: 4601.933594
	Iteration 67Q: 3 clusters Score -1219525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1219525.375000 Penalty: 4601.933594
	Iteration 68Q: 3 clusters Score -1219525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1219532.625000 Penalty: 4601.933594
	Iteration 69Q: 3 clusters Score -1219533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1219533.750000 Penalty: 4601.933594
	Iteration 70Q: 3 clusters Score -1219534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1219540.250000 Penalty: 4601.933594
	Iteration 71Q: 3 clusters Score -1219540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1219539.500000 Penalty: 4601.933594
	Iteration 72Q: 3 clusters Score -1219540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1219541.875000 Penalty: 4601.933594
	Iteration 73Q: 3 clusters Score -1219542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1219546.125000 Penalty: 4601.933594
	Iteration 74Q: 3 clusters Score -1219546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1219552.750000 Penalty: 4601.933594
	Iteration 75Q: 3 clusters Score -1219553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1219559.125000 Penalty: 4601.933594
	Iteration 76Q: 3 clusters Score -1219559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1219564.000000 Penalty: 4601.933594
	Iteration 77Q: 3 clusters Score -1219564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1219568.000000 Penalty: 4601.933594
	Iteration 78Q: 3 clusters Score -1219568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1219575.625000 Penalty: 4601.933594
	Iteration 79Q: 3 clusters Score -1219576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1219579.375000 Penalty: 4601.933594
	Iteration 80F: 3 clusters Score -1219579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1219590.375000 Penalty: 4601.933594
	Iteration 81Q: 3 clusters Score -1219590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1219602.375000 Penalty: 4601.933594
	Iteration 82Q: 3 clusters Score -1219602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1219610.875000 Penalty: 4601.933594
	Iteration 83Q: 3 clusters Score -1219611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1219621.500000 Penalty: 4601.933594
	Iteration 84Q: 3 clusters Score -1219622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1219626.375000 Penalty: 4601.933594
	Iteration 85Q: 3 clusters Score -1219626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1219635.375000 Penalty: 4601.933594
	Iteration 86Q: 3 clusters Score -1219635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1219641.625000 Penalty: 4601.933594
	Iteration 87Q: 3 clusters Score -1219642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1219654.500000 Penalty: 4601.933594
	Iteration 88Q: 3 clusters Score -1219654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1219658.500000 Penalty: 4601.933594
	Iteration 89Q: 3 clusters Score -1219658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1219665.375000 Penalty: 4601.933594
	Iteration 90Q: 3 clusters Score -1219665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1219673.125000 Penalty: 4601.933594
	Iteration 91Q: 3 clusters Score -1219673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1219682.000000 Penalty: 4601.933594
	Iteration 92Q: 3 clusters Score -1219682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1219694.625000 Penalty: 4601.933594
	Iteration 93Q: 3 clusters Score -1219695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1219701.125000 Penalty: 4601.933594
	Iteration 94Q: 3 clusters Score -1219701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1219708.875000 Penalty: 4601.933594
	Iteration 95Q: 3 clusters Score -1219709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1219713.250000 Penalty: 4601.933594
	Iteration 96Q: 3 clusters Score -1219713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1219716.625000 Penalty: 4601.933594
	Iteration 97Q: 3 clusters Score -1219717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1219720.750000 Penalty: 4601.933594
	Iteration 98Q: 3 clusters Score -1219721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1219726.500000 Penalty: 4601.933594
	Iteration 99Q: 3 clusters Score -1219726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1219732.250000 Penalty: 4601.933594
	Iteration 100F: 3 clusters Score -1219732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1219742.500000 Penalty: 4601.933594
	Iteration 101Q: 3 clusters Score -1219742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1219747.250000 Penalty: 4601.933594
	Iteration 102Q: 3 clusters Score -1219747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1219757.750000 Penalty: 4601.933594
	Iteration 103Q: 3 clusters Score -1219758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1219766.375000 Penalty: 4601.933594
	Iteration 104Q: 3 clusters Score -1219766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1219773.500000 Penalty: 4601.933594
	Iteration 105Q: 3 clusters Score -1219774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1219780.875000 Penalty: 4601.933594
	Iteration 106Q: 3 clusters Score -1219781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1219783.500000 Penalty: 4601.933594
	Iteration 107Q: 3 clusters Score -1219784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1219787.250000 Penalty: 4601.933594
	Iteration 108Q: 3 clusters Score -1219787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1219790.875000 Penalty: 4601.933594
	Iteration 109Q: 3 clusters Score -1219791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1219796.500000 Penalty: 4601.933594
	Iteration 110Q: 3 clusters Score -1219796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1219801.000000 Penalty: 4601.933594
	Iteration 111Q: 3 clusters Score -1219801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1219803.750000 Penalty: 4601.933594
	Iteration 112Q: 3 clusters Score -1219804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1219808.500000 Penalty: 4601.933594
	Iteration 113Q: 3 clusters Score -1219808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1219812.875000 Penalty: 4601.933594
	Iteration 114Q: 3 clusters Score -1219813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1219814.250000 Penalty: 4601.933594
	Iteration 115Q: 3 clusters Score -1219814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1219816.750000 Penalty: 4601.933594
	Iteration 116Q: 3 clusters Score -1219817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1219822.250000 Penalty: 4601.933594
	Iteration 117Q: 3 clusters Score -1219822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1219823.125000 Penalty: 4601.933594
	Iteration 118Q: 3 clusters Score -1219823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1219828.875000 Penalty: 4601.933594
	Iteration 119Q: 3 clusters Score -1219829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1219834.750000 Penalty: 4601.933594
	Iteration 120F: 3 clusters Score -1219835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1219838.875000 Penalty: 4601.933594
	Iteration 121Q: 3 clusters Score -1219839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1219844.125000 Penalty: 4601.933594
	Iteration 122Q: 3 clusters Score -1219844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1219847.625000 Penalty: 4601.933594
	Iteration 123Q: 3 clusters Score -1219848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1219852.125000 Penalty: 4601.933594
	Iteration 124Q: 3 clusters Score -1219852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1219855.000000 Penalty: 4601.933594
	Iteration 125Q: 3 clusters Score -1219855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1219859.250000 Penalty: 4601.933594
	Iteration 126Q: 3 clusters Score -1219859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1219866.125000 Penalty: 4601.933594
	Iteration 127Q: 3 clusters Score -1219866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1219872.875000 Penalty: 4601.933594
	Iteration 128Q: 3 clusters Score -1219873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1219881.625000 Penalty: 4601.933594
	Iteration 129Q: 3 clusters Score -1219882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1219881.375000 Penalty: 4601.933594
	Iteration 130Q: 3 clusters Score -1219881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1219884.875000 Penalty: 4601.933594
	Iteration 131Q: 3 clusters Score -1219885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1219888.875000 Penalty: 4601.933594
	Iteration 132Q: 3 clusters Score -1219889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1219889.500000 Penalty: 4601.933594
	Iteration 133Q: 3 clusters Score -1219890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1219896.250000 Penalty: 4601.933594
	Iteration 134Q: 3 clusters Score -1219896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1219895.750000 Penalty: 4601.933594
	Iteration 135Q: 3 clusters Score -1219896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1219902.625000 Penalty: 4601.933594
	Iteration 136Q: 3 clusters Score -1219903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1219905.125000 Penalty: 4601.933594
	Iteration 137Q: 3 clusters Score -1219905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1219906.000000 Penalty: 4601.933594
	Iteration 138Q: 3 clusters Score -1219906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1219909.750000 Penalty: 4601.933594
	Iteration 139Q: 3 clusters Score -1219910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1219909.375000 Penalty: 4601.933594
	Iteration 140F: 3 clusters Score -1219909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1219913.375000 Penalty: 4601.933594
	Iteration 141Q: 3 clusters Score -1219913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1219913.000000 Penalty: 4601.933594
	Iteration 142Q: 3 clusters Score -1219913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1219917.375000 Penalty: 4601.933594
	Iteration 143Q: 3 clusters Score -1219917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1219917.625000 Penalty: 4601.933594
	Iteration 144Q: 3 clusters Score -1219918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1219915.500000 Penalty: 4601.933594
	Iteration 145Q: 3 clusters Score -1219916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1219916.750000 Penalty: 4601.933594
	Iteration 146Q: 3 clusters Score -1219917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1219916.250000 Penalty: 4601.933594
	Iteration 147Q: 3 clusters Score -1219916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1219916.250000 Penalty: 4601.933594
	Iteration 148F: 3 clusters Score -1219916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -38869.996094 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -38870 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 208 members 
Entering Unmasked Estep 
Score: -37538.871094 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37538.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37675.820312 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -37675.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37726.921875 Penalty: 2964.270020
	Iteration 2Q: 3 clusters Score -37726.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37748.410156 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -37748.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37763.277344 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -37763.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37781.031250 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -37781.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37784.714844 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -37784.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37785.625000 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -37785.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37785.625000 Penalty: 2964.270020
	Iteration 8F: 3 clusters Score -37785.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Entering Unmasked Estep 
Score: -4481097.000000 Penalty: 2624.141846
	Iteration 0F: 2 clusters Score -4481097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4454455.000000 Penalty: 5248.283691
	Iteration 0F: 3 clusters Score -4454455 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4464066.500000 Penalty: 5248.283691
	Iteration 1F: 3 clusters Score -4464066 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4464509.500000 Penalty: 5248.283691
	Iteration 2Q: 3 clusters Score -4464510 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4464908.500000 Penalty: 5248.283691
	Iteration 3Q: 3 clusters Score -4464908 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4465416.500000 Penalty: 5248.283691
	Iteration 4Q: 3 clusters Score -4465416 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4466143.000000 Penalty: 5248.283691
	Iteration 5Q: 3 clusters Score -4466143 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4467231.500000 Penalty: 5248.283691
	Iteration 6F: 3 clusters Score -4467232 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4469011.000000 Penalty: 5248.283691
	Iteration 7F: 3 clusters Score -4469011 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4471442.000000 Penalty: 5248.283691
	Iteration 8F: 3 clusters Score -4471442 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4474246.000000 Penalty: 5248.283691
	Iteration 9F: 3 clusters Score -4474246 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4476600.000000 Penalty: 5248.283691
	Iteration 10F: 3 clusters Score -4476600 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4477923.500000 Penalty: 5248.283691
	Iteration 11Q: 3 clusters Score -4477924 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4478410.500000 Penalty: 5248.283691
	Iteration 12Q: 3 clusters Score -4478410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4478633.500000 Penalty: 5248.283691
	Iteration 13Q: 3 clusters Score -4478634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4478729.500000 Penalty: 5248.283691
	Iteration 14Q: 3 clusters Score -4478730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4478768.500000 Penalty: 5248.283691
	Iteration 15Q: 3 clusters Score -4478768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4478802.000000 Penalty: 5248.283691
	Iteration 16Q: 3 clusters Score -4478802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4478818.500000 Penalty: 5248.283691
	Iteration 17Q: 3 clusters Score -4478818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4478834.500000 Penalty: 5248.283691
	Iteration 18Q: 3 clusters Score -4478834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4478846.500000 Penalty: 5248.283691
	Iteration 19Q: 3 clusters Score -4478846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4478850.000000 Penalty: 5248.283691
	Iteration 20F: 3 clusters Score -4478850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4478858.000000 Penalty: 5248.283691
	Iteration 21Q: 3 clusters Score -4478858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4478866.500000 Penalty: 5248.283691
	Iteration 22Q: 3 clusters Score -4478866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4478872.500000 Penalty: 5248.283691
	Iteration 23Q: 3 clusters Score -4478872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4478873.500000 Penalty: 5248.283691
	Iteration 24Q: 3 clusters Score -4478874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4478873.500000 Penalty: 5248.283691
	Iteration 25Q: 3 clusters Score -4478874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4478875.000000 Penalty: 5248.283691
	Iteration 26Q: 3 clusters Score -4478875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4478873.000000 Penalty: 5248.283691
	Iteration 27Q: 3 clusters Score -4478873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4478873.000000 Penalty: 5248.283691
	Iteration 28F: 3 clusters Score -4478873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Entering Unmasked Estep 
Score: -2126213.000000 Penalty: 2440.825195
	Iteration 0F: 2 clusters Score -2126213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2112941.000000 Penalty: 4881.650391
	Iteration 0F: 3 clusters Score -2112941 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2117233.000000 Penalty: 4881.650391
	Iteration 1F: 3 clusters Score -2117233 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2117721.500000 Penalty: 4881.650391
	Iteration 2F: 3 clusters Score -2117722 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2118175.750000 Penalty: 4881.650391
	Iteration 3F: 3 clusters Score -2118176 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2118697.250000 Penalty: 4881.650391
	Iteration 4F: 3 clusters Score -2118697 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2119274.750000 Penalty: 4881.650391
	Iteration 5F: 3 clusters Score -2119275 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2119980.750000 Penalty: 4881.650391
	Iteration 6F: 3 clusters Score -2119981 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2120746.250000 Penalty: 4881.650391
	Iteration 7F: 3 clusters Score -2120746 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2121463.000000 Penalty: 4881.650391
	Iteration 8F: 3 clusters Score -2121463 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2122005.750000 Penalty: 4881.650391
	Iteration 9Q: 3 clusters Score -2122006 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2122358.250000 Penalty: 4881.650391
	Iteration 10Q: 3 clusters Score -2122358 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2122598.000000 Penalty: 4881.650391
	Iteration 11Q: 3 clusters Score -2122598 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2122807.750000 Penalty: 4881.650391
	Iteration 12Q: 3 clusters Score -2122808 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2122992.500000 Penalty: 4881.650391
	Iteration 13Q: 3 clusters Score -2122992 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2123176.500000 Penalty: 4881.650391
	Iteration 14Q: 3 clusters Score -2123176 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2123314.000000 Penalty: 4881.650391
	Iteration 15Q: 3 clusters Score -2123314 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2123440.000000 Penalty: 4881.650391
	Iteration 16Q: 3 clusters Score -2123440 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2123575.500000 Penalty: 4881.650391
	Iteration 17Q: 3 clusters Score -2123576 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2123719.750000 Penalty: 4881.650391
	Iteration 18Q: 3 clusters Score -2123720 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2123827.250000 Penalty: 4881.650391
	Iteration 19Q: 3 clusters Score -2123827 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2123923.750000 Penalty: 4881.650391
	Iteration 20F: 3 clusters Score -2123924 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2124014.000000 Penalty: 4881.650391
	Iteration 21Q: 3 clusters Score -2124014 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2124114.250000 Penalty: 4881.650391
	Iteration 22Q: 3 clusters Score -2124114 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2124186.750000 Penalty: 4881.650391
	Iteration 23Q: 3 clusters Score -2124187 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2124266.000000 Penalty: 4881.650391
	Iteration 24Q: 3 clusters Score -2124266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2124333.500000 Penalty: 4881.650391
	Iteration 25Q: 3 clusters Score -2124334 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2124408.000000 Penalty: 4881.650391
	Iteration 26Q: 3 clusters Score -2124408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2124458.750000 Penalty: 4881.650391
	Iteration 27Q: 3 clusters Score -2124459 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2124504.750000 Penalty: 4881.650391
	Iteration 28Q: 3 clusters Score -2124505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2124534.500000 Penalty: 4881.650391
	Iteration 29Q: 3 clusters Score -2124534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2124560.250000 Penalty: 4881.650391
	Iteration 30Q: 3 clusters Score -2124560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2124573.250000 Penalty: 4881.650391
	Iteration 31Q: 3 clusters Score -2124573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2124605.250000 Penalty: 4881.650391
	Iteration 32Q: 3 clusters Score -2124605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2124608.750000 Penalty: 4881.650391
	Iteration 33Q: 3 clusters Score -2124609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2124616.000000 Penalty: 4881.650391
	Iteration 34Q: 3 clusters Score -2124616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2124621.250000 Penalty: 4881.650391
	Iteration 35Q: 3 clusters Score -2124621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2124638.500000 Penalty: 4881.650391
	Iteration 36Q: 3 clusters Score -2124638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2124646.750000 Penalty: 4881.650391
	Iteration 37Q: 3 clusters Score -2124647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2124648.500000 Penalty: 4881.650391
	Iteration 38Q: 3 clusters Score -2124648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2124650.500000 Penalty: 4881.650391
	Iteration 39Q: 3 clusters Score -2124650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2124651.500000 Penalty: 4881.650391
	Iteration 40F: 3 clusters Score -2124652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2124654.250000 Penalty: 4881.650391
	Iteration 41Q: 3 clusters Score -2124654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2124651.750000 Penalty: 4881.650391
	Iteration 42Q: 3 clusters Score -2124652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2124655.000000 Penalty: 4881.650391
	Iteration 43Q: 3 clusters Score -2124655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2124656.750000 Penalty: 4881.650391
	Iteration 44Q: 3 clusters Score -2124657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2124653.500000 Penalty: 4881.650391
	Iteration 45Q: 3 clusters Score -2124654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2124653.750000 Penalty: 4881.650391
	Iteration 46Q: 3 clusters Score -2124654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2124655.000000 Penalty: 4881.650391
	Iteration 47Q: 3 clusters Score -2124655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2124656.250000 Penalty: 4881.650391
	Iteration 48Q: 3 clusters Score -2124656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2124660.500000 Penalty: 4881.650391
	Iteration 49Q: 3 clusters Score -2124660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2124657.500000 Penalty: 4881.650391
	Iteration 50Q: 3 clusters Score -2124658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2124656.000000 Penalty: 4881.650391
	Iteration 51Q: 3 clusters Score -2124656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2124658.250000 Penalty: 4881.650391
	Iteration 52Q: 3 clusters Score -2124658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2124657.250000 Penalty: 4881.650391
	Iteration 53Q: 3 clusters Score -2124657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2124657.250000 Penalty: 4881.650391
	Iteration 54F: 3 clusters Score -2124657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 465 members 
Entering Unmasked Estep 
Score: -97585.015625 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97585.02 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98046.078125 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -98046.08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98469.070312 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -98469.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98721.351562 Penalty: 3415.212646
	Iteration 3F: 3 clusters Score -98721.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98855.046875 Penalty: 3415.212646
	Iteration 4Q: 3 clusters Score -98855.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98910.875000 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -98910.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98937.453125 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -98937.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98956.406250 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -98956.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98974.062500 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -98974.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -98981.523438 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -98981.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98989.976562 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -98989.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98990.445312 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -98990.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98990.445312 Penalty: 3415.212646
	Iteration 12F: 3 clusters Score -98990.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Entering Unmasked Estep 
Score: -4094205.500000 Penalty: 2602.214600
	Iteration 0F: 2 clusters Score -4094206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4069386.000000 Penalty: 5204.429199
	Iteration 0F: 3 clusters Score -4069386 nChanged 16459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4078441.750000 Penalty: 5204.429199
	Iteration 1F: 3 clusters Score -4078442 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4078902.000000 Penalty: 5204.429199
	Iteration 2Q: 3 clusters Score -4078902 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4079240.750000 Penalty: 5204.429199
	Iteration 3Q: 3 clusters Score -4079241 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4079616.750000 Penalty: 5204.429199
	Iteration 4Q: 3 clusters Score -4079617 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4080019.500000 Penalty: 5204.429199
	Iteration 5Q: 3 clusters Score -4080020 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4080570.250000 Penalty: 5204.429199
	Iteration 6Q: 3 clusters Score -4080570 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4081368.250000 Penalty: 5204.429199
	Iteration 7Q: 3 clusters Score -4081368 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -4082650.500000 Penalty: 5204.429199
	Iteration 8F: 3 clusters Score -4082650 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4084487.750000 Penalty: 5204.429199
	Iteration 9F: 3 clusters Score -4084488 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -4086833.500000 Penalty: 5204.429199
	Iteration 10F: 3 clusters Score -4086834 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4089158.000000 Penalty: 5204.429199
	Iteration 11F: 3 clusters Score -4089158 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4090626.750000 Penalty: 5204.429199
	Iteration 12Q: 3 clusters Score -4090627 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4091319.750000 Penalty: 5204.429199
	Iteration 13Q: 3 clusters Score -4091320 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4091608.500000 Penalty: 5204.429199
	Iteration 14Q: 3 clusters Score -4091608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4091749.000000 Penalty: 5204.429199
	Iteration 15Q: 3 clusters Score -4091749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4091812.750000 Penalty: 5204.429199
	Iteration 16Q: 3 clusters Score -4091813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4091852.250000 Penalty: 5204.429199
	Iteration 17Q: 3 clusters Score -4091852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4091858.750000 Penalty: 5204.429199
	Iteration 18Q: 3 clusters Score -4091859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4091877.750000 Penalty: 5204.429199
	Iteration 19Q: 3 clusters Score -4091878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4091887.000000 Penalty: 5204.429199
	Iteration 20F: 3 clusters Score -4091887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4091895.500000 Penalty: 5204.429199
	Iteration 21Q: 3 clusters Score -4091896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4091904.750000 Penalty: 5204.429199
	Iteration 22Q: 3 clusters Score -4091905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4091909.500000 Penalty: 5204.429199
	Iteration 23Q: 3 clusters Score -4091910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4091909.500000 Penalty: 5204.429199
	Iteration 24F: 3 clusters Score -4091910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -103092.734375 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -103092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101196.078125 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -101196.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101482.875000 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -101482.9 nChanged 62
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: -101570.406250 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -101570.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101613.617188 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -101613.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101642.054688 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -101642.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101651.867188 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -101651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101655.898438 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -101655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101658.367188 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -101658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101658.718750 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -101658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101658.718750 Penalty: 3388.648926
	Iteration 9F: 3 clusters Score -101658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -751860.062500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -751860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -746413.875000 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -746413.9 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -747787.375000 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -747787.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -748027.562500 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -748027.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -748180.625000 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -748180.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -748286.250000 Penalty: 4349.752930
	Iteration 4Q: 3 clusters Score -748286.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -748364.500000 Penalty: 4349.752930
	Iteration 5Q: 3 clusters Score -748364.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -748432.187500 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -748432.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -748496.937500 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -748496.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -748561.062500 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -748561.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -748635.375000 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -748635.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -748717.812500 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -748717.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -748801.062500 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -748801.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -748882.625000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -748882.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -748972.437500 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -748972.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -749076.750000 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -749076.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -749193.000000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -749193 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -749303.500000 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -749303.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -749408.875000 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -749408.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -749514.750000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -749514.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -749594.937500 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -749594.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -749663.250000 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -749663.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -749719.562500 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -749719.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -749778.812500 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -749778.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -749825.312500 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -749825.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -749857.125000 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -749857.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -749876.187500 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -749876.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -749884.062500 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -749884.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -749898.812500 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -749898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -749906.500000 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -749906.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -749913.062500 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -749913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -749915.937500 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -749915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -749921.062500 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -749921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -749923.750000 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -749923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -749929.062500 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -749929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -749934.812500 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -749934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -749941.062500 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -749941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -749948.562500 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -749948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -749954.750000 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -749954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -749964.437500 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -749964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -749967.937500 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -749967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -749969.625000 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -749969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -749969.125000 Penalty: 4349.752930
	Iteration 41Q: 3 clusters Score -749969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -749969.125000 Penalty: 4349.752930
	Iteration 42F: 3 clusters Score -749969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (219003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219003 members 
Entering Unmasked Estep 
Score: -24516278.000000 Penalty: 3049.616455
	Iteration 0F: 2 clusters Score -2.451628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -24372798.000000 Penalty: 6099.232910
	Iteration 0F: 3 clusters Score -2.43728e+07 nChanged 105590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117550 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -24436130.000000 Penalty: 6099.232910
	Iteration 1F: 3 clusters Score -2.443613e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -24438820.000000 Penalty: 6099.232910
	Iteration 2Q: 3 clusters Score -2.443882e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129499 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -24443064.000000 Penalty: 6099.232910
	Iteration 3Q: 3 clusters Score -2.444306e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139538 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -24450024.000000 Penalty: 6099.232910
	Iteration 4F: 3 clusters Score -2.445002e+07 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152594 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -24459870.000000 Penalty: 6099.232910
	Iteration 5F: 3 clusters Score -2.445987e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -24472550.000000 Penalty: 6099.232910
	Iteration 6F: 3 clusters Score -2.447255e+07 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -24485742.000000 Penalty: 6099.232910
	Iteration 7F: 3 clusters Score -2.448574e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192330 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -24496184.000000 Penalty: 6099.232910
	Iteration 8F: 3 clusters Score -2.449618e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199024 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -24503692.000000 Penalty: 6099.232910
	Iteration 9Q: 3 clusters Score -2.450369e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202851 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -24507854.000000 Penalty: 6099.232910
	Iteration 10Q: 3 clusters Score -2.450785e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205118 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -24510032.000000 Penalty: 6099.232910
	Iteration 11Q: 3 clusters Score -2.451003e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206733 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -24511464.000000 Penalty: 6099.232910
	Iteration 12Q: 3 clusters Score -2.451146e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207957 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -24512208.000000 Penalty: 6099.232910
	Iteration 13Q: 3 clusters Score -2.451221e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208919 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -24512900.000000 Penalty: 6099.232910
	Iteration 14Q: 3 clusters Score -2.45129e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209688 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -24513280.000000 Penalty: 6099.232910
	Iteration 15Q: 3 clusters Score -2.451328e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210277 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -24513520.000000 Penalty: 6099.232910
	Iteration 16Q: 3 clusters Score -2.451352e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210774 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -24513698.000000 Penalty: 6099.232910
	Iteration 17Q: 3 clusters Score -2.45137e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211193 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -24513854.000000 Penalty: 6099.232910
	Iteration 18Q: 3 clusters Score -2.451385e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211556 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -24513982.000000 Penalty: 6099.232910
	Iteration 19Q: 3 clusters Score -2.451398e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211871 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -24514042.000000 Penalty: 6099.232910
	Iteration 20F: 3 clusters Score -2.451404e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212151 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -24514156.000000 Penalty: 6099.232910
	Iteration 21Q: 3 clusters Score -2.451416e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212386 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -24514154.000000 Penalty: 6099.232910
	Iteration 22Q: 3 clusters Score -2.451415e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212587 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -24514184.000000 Penalty: 6099.232910
	Iteration 23Q: 3 clusters Score -2.451418e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212775 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -24514200.000000 Penalty: 6099.232910
	Iteration 24Q: 3 clusters Score -2.45142e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212950 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -24514262.000000 Penalty: 6099.232910
	Iteration 25Q: 3 clusters Score -2.451426e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213087 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -24514286.000000 Penalty: 6099.232910
	Iteration 26Q: 3 clusters Score -2.451429e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213197 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -24514260.000000 Penalty: 6099.232910
	Iteration 27Q: 3 clusters Score -2.451426e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213303 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -24514328.000000 Penalty: 6099.232910
	Iteration 28Q: 3 clusters Score -2.451433e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213397 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -24514386.000000 Penalty: 6099.232910
	Iteration 29Q: 3 clusters Score -2.451439e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213487 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -24514376.000000 Penalty: 6099.232910
	Iteration 30Q: 3 clusters Score -2.451438e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213566 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -24514386.000000 Penalty: 6099.232910
	Iteration 31Q: 3 clusters Score -2.451439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213640 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -24514394.000000 Penalty: 6099.232910
	Iteration 32Q: 3 clusters Score -2.451439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213700 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -24514402.000000 Penalty: 6099.232910
	Iteration 33Q: 3 clusters Score -2.45144e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213753 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -24514434.000000 Penalty: 6099.232910
	Iteration 34Q: 3 clusters Score -2.451443e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213796 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -24514440.000000 Penalty: 6099.232910
	Iteration 35Q: 3 clusters Score -2.451444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213844 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -24514436.000000 Penalty: 6099.232910
	Iteration 36Q: 3 clusters Score -2.451444e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213879 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -24514450.000000 Penalty: 6099.232910
	Iteration 37Q: 3 clusters Score -2.451445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213909 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -24514428.000000 Penalty: 6099.232910
	Iteration 38Q: 3 clusters Score -2.451443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213938 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -24514422.000000 Penalty: 6099.232910
	Iteration 39Q: 3 clusters Score -2.451442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213962 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -24514432.000000 Penalty: 6099.232910
	Iteration 40F: 3 clusters Score -2.451443e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213992 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -24514434.000000 Penalty: 6099.232910
	Iteration 41Q: 3 clusters Score -2.451443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214019 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -24514418.000000 Penalty: 6099.232910
	Iteration 42Q: 3 clusters Score -2.451442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214046 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -24514426.000000 Penalty: 6099.232910
	Iteration 43Q: 3 clusters Score -2.451443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214072 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -24514416.000000 Penalty: 6099.232910
	Iteration 44Q: 3 clusters Score -2.451442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214097 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -24514394.000000 Penalty: 6099.232910
	Iteration 45Q: 3 clusters Score -2.451439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214125 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -24514434.000000 Penalty: 6099.232910
	Iteration 46Q: 3 clusters Score -2.451443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214146 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -24514418.000000 Penalty: 6099.232910
	Iteration 47Q: 3 clusters Score -2.451442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214168 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -24514422.000000 Penalty: 6099.232910
	Iteration 48Q: 3 clusters Score -2.451442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214189 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -24514434.000000 Penalty: 6099.232910
	Iteration 49Q: 3 clusters Score -2.451443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214206 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -24514430.000000 Penalty: 6099.232910
	Iteration 50Q: 3 clusters Score -2.451443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214229 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -24514430.000000 Penalty: 6099.232910
	Iteration 51Q: 3 clusters Score -2.451443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214245 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -24514438.000000 Penalty: 6099.232910
	Iteration 52Q: 3 clusters Score -2.451444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214267 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -24514418.000000 Penalty: 6099.232910
	Iteration 53Q: 3 clusters Score -2.451442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214285 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -24514434.000000 Penalty: 6099.232910
	Iteration 54Q: 3 clusters Score -2.451443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214304 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -24514438.000000 Penalty: 6099.232910
	Iteration 55Q: 3 clusters Score -2.451444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214323 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -24514458.000000 Penalty: 6099.232910
	Iteration 56Q: 3 clusters Score -2.451446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214340 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -24514462.000000 Penalty: 6099.232910
	Iteration 57Q: 3 clusters Score -2.451446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214361 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -24514442.000000 Penalty: 6099.232910
	Iteration 58Q: 3 clusters Score -2.451444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -24514452.000000 Penalty: 6099.232910
	Iteration 59Q: 3 clusters Score -2.451445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214406 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -24514430.000000 Penalty: 6099.232910
	Iteration 60F: 3 clusters Score -2.451443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214425 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -24514424.000000 Penalty: 6099.232910
	Iteration 61Q: 3 clusters Score -2.451442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214439 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -24514434.000000 Penalty: 6099.232910
	Iteration 62Q: 3 clusters Score -2.451443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214452 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -24514428.000000 Penalty: 6099.232910
	Iteration 63Q: 3 clusters Score -2.451443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214472 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -24514422.000000 Penalty: 6099.232910
	Iteration 64Q: 3 clusters Score -2.451442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214494 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -24514428.000000 Penalty: 6099.232910
	Iteration 65Q: 3 clusters Score -2.451443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214513 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -24514412.000000 Penalty: 6099.232910
	Iteration 66Q: 3 clusters Score -2.451441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214530 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -24514422.000000 Penalty: 6099.232910
	Iteration 67Q: 3 clusters Score -2.451442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214548 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -24514440.000000 Penalty: 6099.232910
	Iteration 68Q: 3 clusters Score -2.451444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214564 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -24514424.000000 Penalty: 6099.232910
	Iteration 69Q: 3 clusters Score -2.451442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214579 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -24514432.000000 Penalty: 6099.232910
	Iteration 70Q: 3 clusters Score -2.451443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214590 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -24514418.000000 Penalty: 6099.232910
	Iteration 71Q: 3 clusters Score -2.451442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214595 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -24514432.000000 Penalty: 6099.232910
	Iteration 72Q: 3 clusters Score -2.451443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214602 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -24514414.000000 Penalty: 6099.232910
	Iteration 73Q: 3 clusters Score -2.451441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214606 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -24514422.000000 Penalty: 6099.232910
	Iteration 74Q: 3 clusters Score -2.451442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214613 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -24514418.000000 Penalty: 6099.232910
	Iteration 75Q: 3 clusters Score -2.451442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214621 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -24514418.000000 Penalty: 6099.232910
	Iteration 76Q: 3 clusters Score -2.451442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214629 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -24514390.000000 Penalty: 6099.232910
	Iteration 77Q: 3 clusters Score -2.451439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214638 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -24514404.000000 Penalty: 6099.232910
	Iteration 78Q: 3 clusters Score -2.45144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214645 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -24514412.000000 Penalty: 6099.232910
	Iteration 79Q: 3 clusters Score -2.451441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214656 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -24514428.000000 Penalty: 6099.232910
	Iteration 80F: 3 clusters Score -2.451443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214666 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -24514416.000000 Penalty: 6099.232910
	Iteration 81Q: 3 clusters Score -2.451442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214672 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -24514422.000000 Penalty: 6099.232910
	Iteration 82Q: 3 clusters Score -2.451442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214676 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -24514424.000000 Penalty: 6099.232910
	Iteration 83Q: 3 clusters Score -2.451442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214680 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -24514410.000000 Penalty: 6099.232910
	Iteration 84Q: 3 clusters Score -2.451441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214685 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -24514410.000000 Penalty: 6099.232910
	Iteration 85Q: 3 clusters Score -2.451441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214693 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -24514398.000000 Penalty: 6099.232910
	Iteration 86Q: 3 clusters Score -2.45144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214697 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -24514404.000000 Penalty: 6099.232910
	Iteration 87Q: 3 clusters Score -2.45144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214699 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -24514410.000000 Penalty: 6099.232910
	Iteration 88Q: 3 clusters Score -2.451441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214700 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -24514412.000000 Penalty: 6099.232910
	Iteration 89Q: 3 clusters Score -2.451441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214701 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -24514414.000000 Penalty: 6099.232910
	Iteration 90Q: 3 clusters Score -2.451441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214702 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -24514416.000000 Penalty: 6099.232910
	Iteration 91Q: 3 clusters Score -2.451442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214701 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -24514406.000000 Penalty: 6099.232910
	Iteration 92Q: 3 clusters Score -2.451441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214703 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -24514410.000000 Penalty: 6099.232910
	Iteration 93Q: 3 clusters Score -2.451441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214707 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -24514416.000000 Penalty: 6099.232910
	Iteration 94Q: 3 clusters Score -2.451442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214711 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -24514410.000000 Penalty: 6099.232910
	Iteration 95Q: 3 clusters Score -2.451441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214713 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -24514420.000000 Penalty: 6099.232910
	Iteration 96Q: 3 clusters Score -2.451442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214714 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -24514422.000000 Penalty: 6099.232910
	Iteration 97Q: 3 clusters Score -2.451442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214715 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -24514416.000000 Penalty: 6099.232910
	Iteration 98Q: 3 clusters Score -2.451442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214715 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -24514416.000000 Penalty: 6099.232910
	Iteration 99F: 3 clusters Score -2.451442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 38773 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 129828 members 
Mstep: Class 8 contains 250630 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39388 members 
Mstep: Class 13 contains 18808 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36055 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6436 members 
Mstep: Class 20 contains 219003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589352.000000 Penalty: 60688.125000
Iteration 159Q: 19 clusters Score -8.858935e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3249 members 
Mstep: Class 4 contains 38759 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6468 members 
Mstep: Class 7 contains 129950 members 
Mstep: Class 8 contains 250606 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39387 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36036 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6399 members 
Mstep: Class 20 contains 218920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589408.000000 Penalty: 60688.125000
Iteration 160F: 19 clusters Score -8.858941e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 38746 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 130071 members 
Mstep: Class 8 contains 250605 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 10680 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39382 members 
Mstep: Class 13 contains 18852 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36021 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6363 members 
Mstep: Class 20 contains 218827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589464.000000 Penalty: 60688.125000
Iteration 161Q: 19 clusters Score -8.858946e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 38738 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 130179 members 
Mstep: Class 8 contains 250607 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 10679 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39381 members 
Mstep: Class 13 contains 18865 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36013 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6322 members 
Mstep: Class 20 contains 218738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589408.000000 Penalty: 60688.125000
Iteration 162Q: 19 clusters Score -8.858941e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 38730 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 130297 members 
Mstep: Class 8 contains 250610 members 
Mstep: Class 9 contains 7721 members 
Mstep: Class 10 contains 10669 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39375 members 
Mstep: Class 13 contains 18879 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36003 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 218608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589392.000000 Penalty: 60688.125000
Iteration 163Q: 19 clusters Score -8.858939e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 38718 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 130427 members 
Mstep: Class 8 contains 250621 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 10651 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39362 members 
Mstep: Class 13 contains 18893 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35992 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6264 members 
Mstep: Class 20 contains 218488 members 
Entering Unmasked Estep 
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Iteration 164Q: 19 clusters Score -8.858956e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 38704 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 130542 members 
Mstep: Class 8 contains 250628 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 10637 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39357 members 
Mstep: Class 13 contains 18909 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35982 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 218370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 19 clusters Score -8.858933e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 38692 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 130648 members 
Mstep: Class 8 contains 250641 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 10628 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39352 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35974 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6212 members 
Mstep: Class 20 contains 218235 members 
Entering Unmasked Estep 
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Iteration 166Q: 19 clusters Score -8.858921e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 38680 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 130767 members 
Mstep: Class 8 contains 250634 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39354 members 
Mstep: Class 13 contains 18938 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35963 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6183 members 
Mstep: Class 20 contains 218129 members 
Entering Unmasked Estep 
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Iteration 167Q: 19 clusters Score -8.85893e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 38673 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 6461 members 
Mstep: Class 7 contains 130882 members 
Mstep: Class 8 contains 250625 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 10606 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39353 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35949 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 218033 members 
Entering Unmasked Estep 
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Iteration 168Q: 19 clusters Score -8.858931e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 38661 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 130995 members 
Mstep: Class 8 contains 250618 members 
Mstep: Class 9 contains 7779 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39346 members 
Mstep: Class 13 contains 18971 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35934 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6103 members 
Mstep: Class 20 contains 217940 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -8.858938e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 38645 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 131085 members 
Mstep: Class 8 contains 250620 members 
Mstep: Class 9 contains 7778 members 
Mstep: Class 10 contains 10580 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39338 members 
Mstep: Class 13 contains 18991 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35923 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6057 members 
Mstep: Class 20 contains 217866 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -8.858935e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 38638 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 131173 members 
Mstep: Class 8 contains 250630 members 
Mstep: Class 9 contains 7784 members 
Mstep: Class 10 contains 10567 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39337 members 
Mstep: Class 13 contains 19012 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35918 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 6011 members 
Mstep: Class 20 contains 217773 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -8.858932e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 38630 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 131287 members 
Mstep: Class 8 contains 250628 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39336 members 
Mstep: Class 13 contains 19029 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35917 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5975 members 
Mstep: Class 20 contains 217652 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -8.858941e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 38619 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 131396 members 
Mstep: Class 8 contains 250642 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39329 members 
Mstep: Class 13 contains 19050 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35912 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5943 members 
Mstep: Class 20 contains 217544 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -8.858942e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 38605 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 131478 members 
Mstep: Class 8 contains 250665 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 10547 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39332 members 
Mstep: Class 13 contains 19066 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35899 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5899 members 
Mstep: Class 20 contains 217467 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -8.858938e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 38595 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 131561 members 
Mstep: Class 8 contains 250681 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 10542 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39327 members 
Mstep: Class 13 contains 19081 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35901 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 217382 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -8.858924e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 38587 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 131624 members 
Mstep: Class 8 contains 250707 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 10543 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39323 members 
Mstep: Class 13 contains 19098 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35895 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 217293 members 
Entering Unmasked Estep 
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Iteration 176Q: 19 clusters Score -8.858903e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 38581 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 131675 members 
Mstep: Class 8 contains 250741 members 
Mstep: Class 9 contains 7789 members 
Mstep: Class 10 contains 10544 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39319 members 
Mstep: Class 13 contains 19109 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35889 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 217213 members 
Entering Unmasked Estep 
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Iteration 177Q: 19 clusters Score -8.858909e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 4 contains 38574 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 131734 members 
Mstep: Class 8 contains 250736 members 
Mstep: Class 9 contains 7799 members 
Mstep: Class 10 contains 10541 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39317 members 
Mstep: Class 13 contains 19113 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35887 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5782 members 
Mstep: Class 20 contains 217139 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -8.858908e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 38565 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 131809 members 
Mstep: Class 8 contains 250746 members 
Mstep: Class 9 contains 7811 members 
Mstep: Class 10 contains 10542 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39311 members 
Mstep: Class 13 contains 19121 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35884 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5762 members 
Mstep: Class 20 contains 217042 members 
Entering Unmasked Estep 
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Iteration 179Q: 19 clusters Score -8.85891e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 38556 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 131885 members 
Mstep: Class 8 contains 250736 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 10540 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39308 members 
Mstep: Class 13 contains 19128 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35883 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 216960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 19 clusters Score -8.858914e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 38553 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 131940 members 
Mstep: Class 8 contains 250729 members 
Mstep: Class 9 contains 7830 members 
Mstep: Class 10 contains 10528 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39304 members 
Mstep: Class 13 contains 19138 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35882 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 216896 members 
Entering Unmasked Estep 
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Iteration 181Q: 19 clusters Score -8.858911e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3509 members 
Mstep: Class 4 contains 38544 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 132010 members 
Mstep: Class 8 contains 250734 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 10507 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39301 members 
Mstep: Class 13 contains 19148 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35883 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 216837 members 
Entering Unmasked Estep 
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Iteration 182Q: 19 clusters Score -8.858918e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 38537 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 132073 members 
Mstep: Class 8 contains 250728 members 
Mstep: Class 9 contains 7836 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39300 members 
Mstep: Class 13 contains 19158 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35876 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5695 members 
Mstep: Class 20 contains 216801 members 
Entering Unmasked Estep 
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Iteration 183Q: 19 clusters Score -8.858926e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 4 contains 38534 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6454 members 
Mstep: Class 7 contains 132142 members 
Mstep: Class 8 contains 250707 members 
Mstep: Class 9 contains 7835 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39299 members 
Mstep: Class 13 contains 19169 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35867 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 216761 members 
Entering Unmasked Estep 
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Iteration 184Q: 19 clusters Score -8.858916e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 38530 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 132218 members 
Mstep: Class 8 contains 250683 members 
Mstep: Class 9 contains 7838 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39300 members 
Mstep: Class 13 contains 19175 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35866 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 216710 members 
Entering Unmasked Estep 
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Iteration 185Q: 19 clusters Score -8.85891e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3526 members 
Mstep: Class 4 contains 38523 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 132283 members 
Mstep: Class 8 contains 250675 members 
Mstep: Class 9 contains 7841 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39300 members 
Mstep: Class 13 contains 19186 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35869 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 216656 members 
Entering Unmasked Estep 
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Iteration 186Q: 19 clusters Score -8.858908e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3526 members 
Mstep: Class 4 contains 38518 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 132363 members 
Mstep: Class 8 contains 250655 members 
Mstep: Class 9 contains 7840 members 
Mstep: Class 10 contains 10482 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39303 members 
Mstep: Class 13 contains 19192 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35864 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 19 contains 5618 members 
Mstep: Class 20 contains 216609 members 
Entering Unmasked Estep 
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Iteration 187Q: 19 clusters Score -8.858917e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3530 members 
Mstep: Class 4 contains 38512 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 132437 members 
Mstep: Class 8 contains 250646 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39308 members 
Mstep: Class 13 contains 19199 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35860 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5595 members 
Mstep: Class 20 contains 216552 members 
Entering Unmasked Estep 
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Iteration 188Q: 19 clusters Score -8.858924e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 38510 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 132511 members 
Mstep: Class 8 contains 250612 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39314 members 
Mstep: Class 13 contains 19205 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35863 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 216489 members 
Entering Unmasked Estep 
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Iteration 189Q: 19 clusters Score -8.858924e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3545 members 
Mstep: Class 4 contains 38506 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 132586 members 
Mstep: Class 8 contains 250594 members 
Mstep: Class 9 contains 7841 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39315 members 
Mstep: Class 13 contains 19211 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35865 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5562 members 
Mstep: Class 20 contains 216409 members 
Entering Unmasked Estep 
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Iteration 190Q: 19 clusters Score -8.858909e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3555 members 
Mstep: Class 4 contains 38509 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 132664 members 
Mstep: Class 8 contains 250558 members 
Mstep: Class 9 contains 7846 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39315 members 
Mstep: Class 13 contains 19216 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35869 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 216344 members 
Entering Unmasked Estep 
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Iteration 191Q: 19 clusters Score -8.858907e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 38507 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 132754 members 
Mstep: Class 8 contains 250531 members 
Mstep: Class 9 contains 7856 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39313 members 
Mstep: Class 13 contains 19220 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35870 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5512 members 
Mstep: Class 20 contains 216267 members 
Entering Unmasked Estep 
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Iteration 192Q: 19 clusters Score -8.858918e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 4 contains 38503 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 132829 members 
Mstep: Class 8 contains 250515 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 10482 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39311 members 
Mstep: Class 13 contains 19226 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35872 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5501 members 
Mstep: Class 20 contains 216196 members 
Entering Unmasked Estep 
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Iteration 193Q: 19 clusters Score -8.858917e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3574 members 
Mstep: Class 4 contains 38502 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 132894 members 
Mstep: Class 8 contains 250503 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39313 members 
Mstep: Class 13 contains 19233 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35869 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5490 members 
Mstep: Class 20 contains 216129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589240.000000 Penalty: 60688.125000
Iteration 194Q: 19 clusters Score -8.858924e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3583 members 
Mstep: Class 4 contains 38505 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 132970 members 
Mstep: Class 8 contains 250463 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39317 members 
Mstep: Class 13 contains 19239 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35866 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 216075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589400.000000 Penalty: 60688.125000
Iteration 195Q: 19 clusters Score -8.85894e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 38501 members 
Mstep: Class 5 contains 7500 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 133048 members 
Mstep: Class 8 contains 250428 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39319 members 
Mstep: Class 13 contains 19242 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35858 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 216037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589296.000000 Penalty: 60688.125000
Iteration 196Q: 19 clusters Score -8.85893e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 38497 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 133124 members 
Mstep: Class 8 contains 250389 members 
Mstep: Class 9 contains 7871 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39322 members 
Mstep: Class 13 contains 19248 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35858 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5452 members 
Mstep: Class 20 contains 215988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589224.000000 Penalty: 60688.125000
Iteration 197Q: 19 clusters Score -8.858922e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3648 members 
Mstep: Class 4 contains 38495 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 133191 members 
Mstep: Class 8 contains 250367 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39327 members 
Mstep: Class 13 contains 19254 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35852 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 215922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589384.000000 Penalty: 60688.125000
Iteration 198Q: 19 clusters Score -8.858938e+07 nChanged 252
Entering ConstructFrom: 
Score: -88589384.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (24404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Entering Unmasked Estep 
Score: -2762301.000000 Penalty: 2505.420654
	Iteration 0F: 2 clusters Score -2762301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2745459.250000 Penalty: 5010.841309
	Iteration 0F: 3 clusters Score -2745459 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2751188.750000 Penalty: 5010.841309
	Iteration 1F: 3 clusters Score -2751189 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2751551.250000 Penalty: 5010.841309
	Iteration 2Q: 3 clusters Score -2751551 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2751856.750000 Penalty: 5010.841309
	Iteration 3Q: 3 clusters Score -2751857 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2752135.000000 Penalty: 5010.841309
	Iteration 4Q: 3 clusters Score -2752135 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2752432.500000 Penalty: 5010.841309
	Iteration 5Q: 3 clusters Score -2752432 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2752834.250000 Penalty: 5010.841309
	Iteration 6Q: 3 clusters Score -2752834 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2753373.250000 Penalty: 5010.841309
	Iteration 7Q: 3 clusters Score -2753373 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2753994.500000 Penalty: 5010.841309
	Iteration 8Q: 3 clusters Score -2753994 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2754744.250000 Penalty: 5010.841309
	Iteration 9Q: 3 clusters Score -2754744 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2755559.000000 Penalty: 5010.841309
	Iteration 10Q: 3 clusters Score -2755559 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2756408.250000 Penalty: 5010.841309
	Iteration 11Q: 3 clusters Score -2756408 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2757245.750000 Penalty: 5010.841309
	Iteration 12Q: 3 clusters Score -2757246 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2757926.250000 Penalty: 5010.841309
	Iteration 13Q: 3 clusters Score -2757926 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2758482.000000 Penalty: 5010.841309
	Iteration 14Q: 3 clusters Score -2758482 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2758907.750000 Penalty: 5010.841309
	Iteration 15Q: 3 clusters Score -2758908 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2759222.750000 Penalty: 5010.841309
	Iteration 16Q: 3 clusters Score -2759223 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2759436.750000 Penalty: 5010.841309
	Iteration 17Q: 3 clusters Score -2759437 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2759598.000000 Penalty: 5010.841309
	Iteration 18Q: 3 clusters Score -2759598 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2759710.500000 Penalty: 5010.841309
	Iteration 19Q: 3 clusters Score -2759710 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2759797.250000 Penalty: 5010.841309
	Iteration 20F: 3 clusters Score -2759797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2759861.250000 Penalty: 5010.841309
	Iteration 21Q: 3 clusters Score -2759861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2759909.000000 Penalty: 5010.841309
	Iteration 22Q: 3 clusters Score -2759909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2759947.250000 Penalty: 5010.841309
	Iteration 23Q: 3 clusters Score -2759947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2759982.500000 Penalty: 5010.841309
	Iteration 24Q: 3 clusters Score -2759982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2760012.750000 Penalty: 5010.841309
	Iteration 25Q: 3 clusters Score -2760013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2760042.750000 Penalty: 5010.841309
	Iteration 26Q: 3 clusters Score -2760043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2760070.500000 Penalty: 5010.841309
	Iteration 27Q: 3 clusters Score -2760070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2760087.750000 Penalty: 5010.841309
	Iteration 28Q: 3 clusters Score -2760088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2760102.750000 Penalty: 5010.841309
	Iteration 29Q: 3 clusters Score -2760103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2760119.250000 Penalty: 5010.841309
	Iteration 30Q: 3 clusters Score -2760119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2760127.250000 Penalty: 5010.841309
	Iteration 31Q: 3 clusters Score -2760127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2760139.000000 Penalty: 5010.841309
	Iteration 32Q: 3 clusters Score -2760139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2760145.500000 Penalty: 5010.841309
	Iteration 33Q: 3 clusters Score -2760146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2760156.250000 Penalty: 5010.841309
	Iteration 34Q: 3 clusters Score -2760156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2760165.250000 Penalty: 5010.841309
	Iteration 35Q: 3 clusters Score -2760165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2760176.250000 Penalty: 5010.841309
	Iteration 36Q: 3 clusters Score -2760176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2760182.500000 Penalty: 5010.841309
	Iteration 37Q: 3 clusters Score -2760182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2760191.000000 Penalty: 5010.841309
	Iteration 38Q: 3 clusters Score -2760191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2760190.000000 Penalty: 5010.841309
	Iteration 39Q: 3 clusters Score -2760190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2760191.500000 Penalty: 5010.841309
	Iteration 40F: 3 clusters Score -2760192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2760194.750000 Penalty: 5010.841309
	Iteration 41Q: 3 clusters Score -2760195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2760196.000000 Penalty: 5010.841309
	Iteration 42Q: 3 clusters Score -2760196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2760196.000000 Penalty: 5010.841309
	Iteration 43F: 3 clusters Score -2760196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -170374.906250 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -170374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -168030.031250 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -168030 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -168568.015625 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -168568 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -168907.109375 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -168907.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169248.531250 Penalty: 3671.313477
	Iteration 3F: 3 clusters Score -169248.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -169393.171875 Penalty: 3671.313477
	Iteration 4F: 3 clusters Score -169393.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -169519.437500 Penalty: 3671.313477
	Iteration 5F: 3 clusters Score -169519.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -169640.046875 Penalty: 3671.313477
	Iteration 6F: 3 clusters Score -169640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -169740.578125 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -169740.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -169841.656250 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -169841.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -169919.312500 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -169919.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -169986.015625 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -169986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -170033.562500 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -170033.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -170059.265625 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -170059.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -170071.718750 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -170071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -170079.203125 Penalty: 3671.313477
	Iteration 14Q: 3 clusters Score -170079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -170088.171875 Penalty: 3671.313477
	Iteration 15Q: 3 clusters Score -170088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -170093.156250 Penalty: 3671.313477
	Iteration 16Q: 3 clusters Score -170093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -170099.671875 Penalty: 3671.313477
	Iteration 17Q: 3 clusters Score -170099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -170101.015625 Penalty: 3671.313477
	Iteration 18Q: 3 clusters Score -170101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -170101.015625 Penalty: 3671.313477
	Iteration 19F: 3 clusters Score -170101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Entering Unmasked Estep 
Score: -430650.437500 Penalty: 2036.784058
	Iteration 0F: 2 clusters Score -430650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -426902.000000 Penalty: 4073.568115
	Iteration 0F: 3 clusters Score -426902 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -427652.093750 Penalty: 4073.568115
	Iteration 1F: 3 clusters Score -427652.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -427827.187500 Penalty: 4073.568115
	Iteration 2F: 3 clusters Score -427827.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -427953.250000 Penalty: 4073.568115
	Iteration 3Q: 3 clusters Score -427953.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -428040.375000 Penalty: 4073.568115
	Iteration 4Q: 3 clusters Score -428040.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -428098.312500 Penalty: 4073.568115
	Iteration 5Q: 3 clusters Score -428098.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -428141.031250 Penalty: 4073.568115
	Iteration 6Q: 3 clusters Score -428141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -428171.812500 Penalty: 4073.568115
	Iteration 7Q: 3 clusters Score -428171.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -428193.093750 Penalty: 4073.568115
	Iteration 8Q: 3 clusters Score -428193.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -428215.062500 Penalty: 4073.568115
	Iteration 9Q: 3 clusters Score -428215.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -428234.000000 Penalty: 4073.568115
	Iteration 10Q: 3 clusters Score -428234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -428247.750000 Penalty: 4073.568115
	Iteration 11Q: 3 clusters Score -428247.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -428267.000000 Penalty: 4073.568115
	Iteration 12Q: 3 clusters Score -428267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -428283.500000 Penalty: 4073.568115
	Iteration 13Q: 3 clusters Score -428283.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -428294.031250 Penalty: 4073.568115
	Iteration 14Q: 3 clusters Score -428294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -428303.062500 Penalty: 4073.568115
	Iteration 15Q: 3 clusters Score -428303.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -428308.750000 Penalty: 4073.568115
	Iteration 16Q: 3 clusters Score -428308.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -428315.406250 Penalty: 4073.568115
	Iteration 17Q: 3 clusters Score -428315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428319.625000 Penalty: 4073.568115
	Iteration 18Q: 3 clusters Score -428319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -428323.656250 Penalty: 4073.568115
	Iteration 19Q: 3 clusters Score -428323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428325.312500 Penalty: 4073.568115
	Iteration 20F: 3 clusters Score -428325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -428326.625000 Penalty: 4073.568115
	Iteration 21Q: 3 clusters Score -428326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -428330.468750 Penalty: 4073.568115
	Iteration 22Q: 3 clusters Score -428330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -428332.375000 Penalty: 4073.568115
	Iteration 23Q: 3 clusters Score -428332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -428335.656250 Penalty: 4073.568115
	Iteration 24Q: 3 clusters Score -428335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -428338.156250 Penalty: 4073.568115
	Iteration 25Q: 3 clusters Score -428338.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -428342.875000 Penalty: 4073.568115
	Iteration 26Q: 3 clusters Score -428342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -428347.250000 Penalty: 4073.568115
	Iteration 27Q: 3 clusters Score -428347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -428353.062500 Penalty: 4073.568115
	Iteration 28Q: 3 clusters Score -428353.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -428356.687500 Penalty: 4073.568115
	Iteration 29Q: 3 clusters Score -428356.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -428361.281250 Penalty: 4073.568115
	Iteration 30Q: 3 clusters Score -428361.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -428368.468750 Penalty: 4073.568115
	Iteration 31Q: 3 clusters Score -428368.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -428375.500000 Penalty: 4073.568115
	Iteration 32Q: 3 clusters Score -428375.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -428379.312500 Penalty: 4073.568115
	Iteration 33Q: 3 clusters Score -428379.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -428385.718750 Penalty: 4073.568115
	Iteration 34Q: 3 clusters Score -428385.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -428395.750000 Penalty: 4073.568115
	Iteration 35Q: 3 clusters Score -428395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -428404.687500 Penalty: 4073.568115
	Iteration 36Q: 3 clusters Score -428404.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -428412.968750 Penalty: 4073.568115
	Iteration 37Q: 3 clusters Score -428413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -428416.625000 Penalty: 4073.568115
	Iteration 38Q: 3 clusters Score -428416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -428421.593750 Penalty: 4073.568115
	Iteration 39Q: 3 clusters Score -428421.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -428426.000000 Penalty: 4073.568115
	Iteration 40F: 3 clusters Score -428426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -428430.906250 Penalty: 4073.568115
	Iteration 41Q: 3 clusters Score -428430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -428435.843750 Penalty: 4073.568115
	Iteration 42Q: 3 clusters Score -428435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -428439.281250 Penalty: 4073.568115
	Iteration 43Q: 3 clusters Score -428439.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -428442.343750 Penalty: 4073.568115
	Iteration 44Q: 3 clusters Score -428442.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -428446.531250 Penalty: 4073.568115
	Iteration 45Q: 3 clusters Score -428446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -428447.218750 Penalty: 4073.568115
	Iteration 46Q: 3 clusters Score -428447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -428448.312500 Penalty: 4073.568115
	Iteration 47Q: 3 clusters Score -428448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -428451.531250 Penalty: 4073.568115
	Iteration 48Q: 3 clusters Score -428451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -428454.562500 Penalty: 4073.568115
	Iteration 49Q: 3 clusters Score -428454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -428455.250000 Penalty: 4073.568115
	Iteration 50Q: 3 clusters Score -428455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -428457.312500 Penalty: 4073.568115
	Iteration 51Q: 3 clusters Score -428457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -428459.593750 Penalty: 4073.568115
	Iteration 52Q: 3 clusters Score -428459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -428460.750000 Penalty: 4073.568115
	Iteration 53Q: 3 clusters Score -428460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -428461.062500 Penalty: 4073.568115
	Iteration 54Q: 3 clusters Score -428461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -428462.875000 Penalty: 4073.568115
	Iteration 55Q: 3 clusters Score -428462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -428465.687500 Penalty: 4073.568115
	Iteration 56Q: 3 clusters Score -428465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -428467.187500 Penalty: 4073.568115
	Iteration 57Q: 3 clusters Score -428467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -428469.062500 Penalty: 4073.568115
	Iteration 58Q: 3 clusters Score -428469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -428469.062500 Penalty: 4073.568115
	Iteration 59F: 3 clusters Score -428469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Entering Unmasked Estep 
Score: -4258765.000000 Penalty: 2618.447998
	Iteration 0F: 2 clusters Score -4258765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4232653.000000 Penalty: 5236.895996
	Iteration 0F: 3 clusters Score -4232653 nChanged 17627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4242402.500000 Penalty: 5236.895996
	Iteration 1F: 3 clusters Score -4242402 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4242889.000000 Penalty: 5236.895996
	Iteration 2Q: 3 clusters Score -4242889 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4243400.500000 Penalty: 5236.895996
	Iteration 3Q: 3 clusters Score -4243400 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4244041.500000 Penalty: 5236.895996
	Iteration 4Q: 3 clusters Score -4244042 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4244927.000000 Penalty: 5236.895996
	Iteration 5Q: 3 clusters Score -4244927 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -4246108.000000 Penalty: 5236.895996
	Iteration 6F: 3 clusters Score -4246108 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4247727.000000 Penalty: 5236.895996
	Iteration 7F: 3 clusters Score -4247727 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -4249631.500000 Penalty: 5236.895996
	Iteration 8F: 3 clusters Score -4249632 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -4251591.000000 Penalty: 5236.895996
	Iteration 9F: 3 clusters Score -4251591 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4253245.000000 Penalty: 5236.895996
	Iteration 10F: 3 clusters Score -4253245 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4254448.000000 Penalty: 5236.895996
	Iteration 11Q: 3 clusters Score -4254448 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4255244.000000 Penalty: 5236.895996
	Iteration 12Q: 3 clusters Score -4255244 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4255767.500000 Penalty: 5236.895996
	Iteration 13Q: 3 clusters Score -4255768 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4256056.500000 Penalty: 5236.895996
	Iteration 14Q: 3 clusters Score -4256056 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4256218.000000 Penalty: 5236.895996
	Iteration 15Q: 3 clusters Score -4256218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4256321.500000 Penalty: 5236.895996
	Iteration 16Q: 3 clusters Score -4256322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4256379.000000 Penalty: 5236.895996
	Iteration 17Q: 3 clusters Score -4256379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4256410.000000 Penalty: 5236.895996
	Iteration 18Q: 3 clusters Score -4256410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4256430.000000 Penalty: 5236.895996
	Iteration 19Q: 3 clusters Score -4256430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4256447.000000 Penalty: 5236.895996
	Iteration 20F: 3 clusters Score -4256447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4256469.500000 Penalty: 5236.895996
	Iteration 21Q: 3 clusters Score -4256470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4256481.500000 Penalty: 5236.895996
	Iteration 22Q: 3 clusters Score -4256482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4256501.500000 Penalty: 5236.895996
	Iteration 23Q: 3 clusters Score -4256502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4256504.000000 Penalty: 5236.895996
	Iteration 24Q: 3 clusters Score -4256504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4256522.000000 Penalty: 5236.895996
	Iteration 25Q: 3 clusters Score -4256522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4256518.000000 Penalty: 5236.895996
	Iteration 26Q: 3 clusters Score -4256518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4256517.500000 Penalty: 5236.895996
	Iteration 27Q: 3 clusters Score -4256518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4256517.500000 Penalty: 5236.895996
	Iteration 28F: 3 clusters Score -4256518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Entering Unmasked Estep 
Score: -808400.375000 Penalty: 2212.786377
	Iteration 0F: 2 clusters Score -808400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -802280.875000 Penalty: 4425.572754
	Iteration 0F: 3 clusters Score -802280.9 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -804015.250000 Penalty: 4425.572754
	Iteration 1F: 3 clusters Score -804015.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -804515.062500 Penalty: 4425.572754
	Iteration 2F: 3 clusters Score -804515.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -805057.437500 Penalty: 4425.572754
	Iteration 3F: 3 clusters Score -805057.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -805598.062500 Penalty: 4425.572754
	Iteration 4F: 3 clusters Score -805598.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -806111.375000 Penalty: 4425.572754
	Iteration 5F: 3 clusters Score -806111.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -806545.125000 Penalty: 4425.572754
	Iteration 6F: 3 clusters Score -806545.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -806873.312500 Penalty: 4425.572754
	Iteration 7F: 3 clusters Score -806873.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -807087.125000 Penalty: 4425.572754
	Iteration 8Q: 3 clusters Score -807087.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -807202.500000 Penalty: 4425.572754
	Iteration 9Q: 3 clusters Score -807202.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -807281.937500 Penalty: 4425.572754
	Iteration 10Q: 3 clusters Score -807281.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -807320.437500 Penalty: 4425.572754
	Iteration 11Q: 3 clusters Score -807320.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -807340.750000 Penalty: 4425.572754
	Iteration 12Q: 3 clusters Score -807340.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -807353.937500 Penalty: 4425.572754
	Iteration 13Q: 3 clusters Score -807353.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -807365.750000 Penalty: 4425.572754
	Iteration 14Q: 3 clusters Score -807365.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -807373.125000 Penalty: 4425.572754
	Iteration 15Q: 3 clusters Score -807373.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -807384.625000 Penalty: 4425.572754
	Iteration 16Q: 3 clusters Score -807384.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -807393.687500 Penalty: 4425.572754
	Iteration 17Q: 3 clusters Score -807393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -807395.812500 Penalty: 4425.572754
	Iteration 18Q: 3 clusters Score -807395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -807400.187500 Penalty: 4425.572754
	Iteration 19Q: 3 clusters Score -807400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -807400.187500 Penalty: 4425.572754
	Iteration 20F: 3 clusters Score -807400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -807402.437500 Penalty: 4425.572754
	Iteration 21Q: 3 clusters Score -807402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -807403.437500 Penalty: 4425.572754
	Iteration 22Q: 3 clusters Score -807403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -807403.187500 Penalty: 4425.572754
	Iteration 23Q: 3 clusters Score -807403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -807404.625000 Penalty: 4425.572754
	Iteration 24Q: 3 clusters Score -807404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -807403.125000 Penalty: 4425.572754
	Iteration 25Q: 3 clusters Score -807403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -807404.375000 Penalty: 4425.572754
	Iteration 26Q: 3 clusters Score -807404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -807406.000000 Penalty: 4425.572754
	Iteration 27Q: 3 clusters Score -807406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -807405.812500 Penalty: 4425.572754
	Iteration 28Q: 3 clusters Score -807405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -807408.937500 Penalty: 4425.572754
	Iteration 29Q: 3 clusters Score -807408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -807408.625000 Penalty: 4425.572754
	Iteration 30Q: 3 clusters Score -807408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -807408.625000 Penalty: 4425.572754
	Iteration 31F: 3 clusters Score -807408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -664895.562500 Penalty: 2175.107422
	Iteration 0F: 2 clusters Score -664895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -659423.375000 Penalty: 4350.214844
	Iteration 0F: 3 clusters Score -659423.4 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -660898.250000 Penalty: 4350.214844
	Iteration 1F: 3 clusters Score -660898.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -661209.500000 Penalty: 4350.214844
	Iteration 2F: 3 clusters Score -661209.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -661457.125000 Penalty: 4350.214844
	Iteration 3F: 3 clusters Score -661457.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -661636.562500 Penalty: 4350.214844
	Iteration 4Q: 3 clusters Score -661636.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -661837.687500 Penalty: 4350.214844
	Iteration 5Q: 3 clusters Score -661837.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -662074.750000 Penalty: 4350.214844
	Iteration 6Q: 3 clusters Score -662074.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -662309.187500 Penalty: 4350.214844
	Iteration 7Q: 3 clusters Score -662309.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -662543.375000 Penalty: 4350.214844
	Iteration 8Q: 3 clusters Score -662543.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -662759.125000 Penalty: 4350.214844
	Iteration 9Q: 3 clusters Score -662759.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -662952.687500 Penalty: 4350.214844
	Iteration 10Q: 3 clusters Score -662952.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -663157.750000 Penalty: 4350.214844
	Iteration 11Q: 3 clusters Score -663157.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -663383.875000 Penalty: 4350.214844
	Iteration 12Q: 3 clusters Score -663383.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -663567.500000 Penalty: 4350.214844
	Iteration 13Q: 3 clusters Score -663567.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -663687.062500 Penalty: 4350.214844
	Iteration 14Q: 3 clusters Score -663687.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -663773.437500 Penalty: 4350.214844
	Iteration 15Q: 3 clusters Score -663773.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -663841.375000 Penalty: 4350.214844
	Iteration 16Q: 3 clusters Score -663841.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -663894.187500 Penalty: 4350.214844
	Iteration 17Q: 3 clusters Score -663894.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -663932.062500 Penalty: 4350.214844
	Iteration 18Q: 3 clusters Score -663932.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -663952.937500 Penalty: 4350.214844
	Iteration 19Q: 3 clusters Score -663952.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -663971.687500 Penalty: 4350.214844
	Iteration 20F: 3 clusters Score -663971.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -663981.437500 Penalty: 4350.214844
	Iteration 21Q: 3 clusters Score -663981.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -663993.187500 Penalty: 4350.214844
	Iteration 22Q: 3 clusters Score -663993.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -664001.250000 Penalty: 4350.214844
	Iteration 23Q: 3 clusters Score -664001.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -664007.750000 Penalty: 4350.214844
	Iteration 24Q: 3 clusters Score -664007.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -664014.562500 Penalty: 4350.214844
	Iteration 25Q: 3 clusters Score -664014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -664022.000000 Penalty: 4350.214844
	Iteration 26Q: 3 clusters Score -664022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -664026.625000 Penalty: 4350.214844
	Iteration 27Q: 3 clusters Score -664026.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -664031.250000 Penalty: 4350.214844
	Iteration 28Q: 3 clusters Score -664031.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -664035.750000 Penalty: 4350.214844
	Iteration 29Q: 3 clusters Score -664035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -664039.125000 Penalty: 4350.214844
	Iteration 30Q: 3 clusters Score -664039.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -664043.625000 Penalty: 4350.214844
	Iteration 31Q: 3 clusters Score -664043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -664044.500000 Penalty: 4350.214844
	Iteration 32Q: 3 clusters Score -664044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -664044.937500 Penalty: 4350.214844
	Iteration 33Q: 3 clusters Score -664044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -664046.000000 Penalty: 4350.214844
	Iteration 34Q: 3 clusters Score -664046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -664047.000000 Penalty: 4350.214844
	Iteration 35Q: 3 clusters Score -664047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -664047.000000 Penalty: 4350.214844
	Iteration 36F: 3 clusters Score -664047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (133266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133266 members 
Entering Unmasked Estep 
Score: -15004965.000000 Penalty: 2926.425293
	Iteration 0F: 2 clusters Score -1.500496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -14915891.000000 Penalty: 5852.850586
	Iteration 0F: 3 clusters Score -1.491589e+07 nChanged 63681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -14952745.000000 Penalty: 5852.850586
	Iteration 1F: 3 clusters Score -1.495274e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -14953671.000000 Penalty: 5852.850586
	Iteration 2Q: 3 clusters Score -1.495367e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -14954656.000000 Penalty: 5852.850586
	Iteration 3Q: 3 clusters Score -1.495466e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -14956084.000000 Penalty: 5852.850586
	Iteration 4Q: 3 clusters Score -1.495608e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -14958218.000000 Penalty: 5852.850586
	Iteration 5Q: 3 clusters Score -1.495822e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -14961354.000000 Penalty: 5852.850586
	Iteration 6Q: 3 clusters Score -1.496135e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -14966469.000000 Penalty: 5852.850586
	Iteration 7F: 3 clusters Score -1.496647e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -14974379.000000 Penalty: 5852.850586
	Iteration 8F: 3 clusters Score -1.497438e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -14984092.000000 Penalty: 5852.850586
	Iteration 9F: 3 clusters Score -1.498409e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122182 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -14992759.000000 Penalty: 5852.850586
	Iteration 10F: 3 clusters Score -1.499276e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128078 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -14998174.000000 Penalty: 5852.850586
	Iteration 11Q: 3 clusters Score -1.499817e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -15000704.000000 Penalty: 5852.850586
	Iteration 12Q: 3 clusters Score -1.50007e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15001660.000000 Penalty: 5852.850586
	Iteration 13Q: 3 clusters Score -1.500166e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132480 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15002061.000000 Penalty: 5852.850586
	Iteration 14Q: 3 clusters Score -1.500206e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132638 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15002225.000000 Penalty: 5852.850586
	Iteration 15Q: 3 clusters Score -1.500222e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132722 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15002300.000000 Penalty: 5852.850586
	Iteration 16Q: 3 clusters Score -1.50023e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15002346.000000 Penalty: 5852.850586
	Iteration 17Q: 3 clusters Score -1.500235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132789 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15002387.000000 Penalty: 5852.850586
	Iteration 18Q: 3 clusters Score -1.500239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15002398.000000 Penalty: 5852.850586
	Iteration 19Q: 3 clusters Score -1.50024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132822 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15002401.000000 Penalty: 5852.850586
	Iteration 20F: 3 clusters Score -1.50024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132825 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15002409.000000 Penalty: 5852.850586
	Iteration 21Q: 3 clusters Score -1.500241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15002413.000000 Penalty: 5852.850586
	Iteration 22Q: 3 clusters Score -1.500241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132830 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -15002419.000000 Penalty: 5852.850586
	Iteration 23Q: 3 clusters Score -1.500242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132833 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15002426.000000 Penalty: 5852.850586
	Iteration 24Q: 3 clusters Score -1.500243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -15002423.000000 Penalty: 5852.850586
	Iteration 25Q: 3 clusters Score -1.500242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132839 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15002424.000000 Penalty: 5852.850586
	Iteration 26Q: 3 clusters Score -1.500242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15002422.000000 Penalty: 5852.850586
	Iteration 27Q: 3 clusters Score -1.500242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15002428.000000 Penalty: 5852.850586
	Iteration 28Q: 3 clusters Score -1.500243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132843 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15002434.000000 Penalty: 5852.850586
	Iteration 29Q: 3 clusters Score -1.500243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15002430.000000 Penalty: 5852.850586
	Iteration 30Q: 3 clusters Score -1.500243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15002430.000000 Penalty: 5852.850586
	Iteration 31F: 3 clusters Score -1.500243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250343 members 
Entering Unmasked Estep 
Score: -28207774.000000 Penalty: 3082.785645
	Iteration 0F: 2 clusters Score -2.820777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125367 members 
Mstep: Class 2 contains 124976 members 
Entering Unmasked Estep 
Score: -28051542.000000 Penalty: 6165.571289
	Iteration 0F: 3 clusters Score -2.805154e+07 nChanged 120827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129128 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -28121630.000000 Penalty: 6165.571289
	Iteration 1F: 3 clusters Score -2.812163e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131434 members 
Mstep: Class 2 contains 118909 members 
Entering Unmasked Estep 
Score: -28122448.000000 Penalty: 6165.571289
	Iteration 2Q: 3 clusters Score -2.812245e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -28123666.000000 Penalty: 6165.571289
	Iteration 3Q: 3 clusters Score -2.812367e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140606 members 
Mstep: Class 2 contains 109737 members 
Entering Unmasked Estep 
Score: -28125582.000000 Penalty: 6165.571289
	Iteration 4Q: 3 clusters Score -2.812558e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149147 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -28129146.000000 Penalty: 6165.571289
	Iteration 5Q: 3 clusters Score -2.812915e+07 nChanged 12958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161797 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -28135824.000000 Penalty: 6165.571289
	Iteration 6F: 3 clusters Score -2.813582e+07 nChanged 17957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179672 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -28147636.000000 Penalty: 6165.571289
	Iteration 7F: 3 clusters Score -2.814764e+07 nChanged 22160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201810 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -28167026.000000 Penalty: 6165.571289
	Iteration 8F: 3 clusters Score -2.816703e+07 nChanged 22283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224087 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -28188466.000000 Penalty: 6165.571289
	Iteration 9F: 3 clusters Score -2.818847e+07 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239792 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -28199154.000000 Penalty: 6165.571289
	Iteration 10F: 3 clusters Score -2.819915e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246786 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -28203038.000000 Penalty: 6165.571289
	Iteration 11Q: 3 clusters Score -2.820304e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249069 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -28204240.000000 Penalty: 6165.571289
	Iteration 12Q: 3 clusters Score -2.820424e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -28204686.000000 Penalty: 6165.571289
	Iteration 13Q: 3 clusters Score -2.820469e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249913 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -28204882.000000 Penalty: 6165.571289
	Iteration 14Q: 3 clusters Score -2.820488e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249965 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -28204984.000000 Penalty: 6165.571289
	Iteration 15Q: 3 clusters Score -2.820498e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249980 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28205066.000000 Penalty: 6165.571289
	Iteration 16Q: 3 clusters Score -2.820507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249999 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28205088.000000 Penalty: 6165.571289
	Iteration 17Q: 3 clusters Score -2.820509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250010 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28205082.000000 Penalty: 6165.571289
	Iteration 18Q: 3 clusters Score -2.820508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250015 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28205142.000000 Penalty: 6165.571289
	Iteration 19Q: 3 clusters Score -2.820514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250014 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28205184.000000 Penalty: 6165.571289
	Iteration 20F: 3 clusters Score -2.820518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250019 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28205212.000000 Penalty: 6165.571289
	Iteration 21Q: 3 clusters Score -2.820521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250017 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28205228.000000 Penalty: 6165.571289
	Iteration 22Q: 3 clusters Score -2.820523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250014 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28205256.000000 Penalty: 6165.571289
	Iteration 23Q: 3 clusters Score -2.820526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250014 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28205264.000000 Penalty: 6165.571289
	Iteration 24Q: 3 clusters Score -2.820526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250014 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28205254.000000 Penalty: 6165.571289
	Iteration 25Q: 3 clusters Score -2.820525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250013 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28205254.000000 Penalty: 6165.571289
	Iteration 26Q: 3 clusters Score -2.820525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250014 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28205248.000000 Penalty: 6165.571289
	Iteration 27Q: 3 clusters Score -2.820525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250015 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28205248.000000 Penalty: 6165.571289
	Iteration 28Q: 3 clusters Score -2.820525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250015 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28205248.000000 Penalty: 6165.571289
	Iteration 29F: 3 clusters Score -2.820525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -886977.625000 Penalty: 2224.257080
	Iteration 0F: 2 clusters Score -886977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -880656.187500 Penalty: 4448.514160
	Iteration 0F: 3 clusters Score -880656.2 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -882327.875000 Penalty: 4448.514160
	Iteration 1F: 3 clusters Score -882327.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -882599.687500 Penalty: 4448.514160
	Iteration 2F: 3 clusters Score -882599.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -882769.812500 Penalty: 4448.514160
	Iteration 3F: 3 clusters Score -882769.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -882911.375000 Penalty: 4448.514160
	Iteration 4Q: 3 clusters Score -882911.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -883008.375000 Penalty: 4448.514160
	Iteration 5Q: 3 clusters Score -883008.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -883082.562500 Penalty: 4448.514160
	Iteration 6Q: 3 clusters Score -883082.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -883143.375000 Penalty: 4448.514160
	Iteration 7Q: 3 clusters Score -883143.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -883199.937500 Penalty: 4448.514160
	Iteration 8Q: 3 clusters Score -883199.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -883281.687500 Penalty: 4448.514160
	Iteration 9Q: 3 clusters Score -883281.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -883380.125000 Penalty: 4448.514160
	Iteration 10Q: 3 clusters Score -883380.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -883490.000000 Penalty: 4448.514160
	Iteration 11Q: 3 clusters Score -883490 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -883634.437500 Penalty: 4448.514160
	Iteration 12Q: 3 clusters Score -883634.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -883806.312500 Penalty: 4448.514160
	Iteration 13Q: 3 clusters Score -883806.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -884040.687500 Penalty: 4448.514160
	Iteration 14Q: 3 clusters Score -884040.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -884293.000000 Penalty: 4448.514160
	Iteration 15Q: 3 clusters Score -884293 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -884577.000000 Penalty: 4448.514160
	Iteration 16Q: 3 clusters Score -884577 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -884875.500000 Penalty: 4448.514160
	Iteration 17Q: 3 clusters Score -884875.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -885183.937500 Penalty: 4448.514160
	Iteration 18Q: 3 clusters Score -885183.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -885547.687500 Penalty: 4448.514160
	Iteration 19Q: 3 clusters Score -885547.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -885907.375000 Penalty: 4448.514160
	Iteration 20F: 3 clusters Score -885907.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -886221.812500 Penalty: 4448.514160
	Iteration 21Q: 3 clusters Score -886221.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -886406.687500 Penalty: 4448.514160
	Iteration 22Q: 3 clusters Score -886406.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -886514.500000 Penalty: 4448.514160
	Iteration 23Q: 3 clusters Score -886514.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -886573.500000 Penalty: 4448.514160
	Iteration 24Q: 3 clusters Score -886573.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -886612.562500 Penalty: 4448.514160
	Iteration 25Q: 3 clusters Score -886612.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -886644.750000 Penalty: 4448.514160
	Iteration 26Q: 3 clusters Score -886644.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -886671.187500 Penalty: 4448.514160
	Iteration 27Q: 3 clusters Score -886671.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -886694.437500 Penalty: 4448.514160
	Iteration 28Q: 3 clusters Score -886694.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -886707.000000 Penalty: 4448.514160
	Iteration 29Q: 3 clusters Score -886707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -886716.562500 Penalty: 4448.514160
	Iteration 30Q: 3 clusters Score -886716.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -886720.437500 Penalty: 4448.514160
	Iteration 31Q: 3 clusters Score -886720.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -886727.625000 Penalty: 4448.514160
	Iteration 32Q: 3 clusters Score -886727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -886731.125000 Penalty: 4448.514160
	Iteration 33Q: 3 clusters Score -886731.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -886735.375000 Penalty: 4448.514160
	Iteration 34Q: 3 clusters Score -886735.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -886740.250000 Penalty: 4448.514160
	Iteration 35Q: 3 clusters Score -886740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -886747.812500 Penalty: 4448.514160
	Iteration 36Q: 3 clusters Score -886747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -886750.875000 Penalty: 4448.514160
	Iteration 37Q: 3 clusters Score -886750.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -886755.687500 Penalty: 4448.514160
	Iteration 38Q: 3 clusters Score -886755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -886757.437500 Penalty: 4448.514160
	Iteration 39Q: 3 clusters Score -886757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -886760.812500 Penalty: 4448.514160
	Iteration 40F: 3 clusters Score -886760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -886761.062500 Penalty: 4448.514160
	Iteration 41Q: 3 clusters Score -886761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -886761.062500 Penalty: 4448.514160
	Iteration 42Q: 3 clusters Score -886761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -886761.187500 Penalty: 4448.514160
	Iteration 43Q: 3 clusters Score -886761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -886761.187500 Penalty: 4448.514160
	Iteration 44F: 3 clusters Score -886761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Entering Unmasked Estep 
Score: -1196748.750000 Penalty: 2295.673096
	Iteration 0F: 2 clusters Score -1196749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1188795.250000 Penalty: 4591.346191
	Iteration 0F: 3 clusters Score -1188795 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1191057.500000 Penalty: 4591.346191
	Iteration 1F: 3 clusters Score -1191058 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1191356.250000 Penalty: 4591.346191
	Iteration 2F: 3 clusters Score -1191356 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1191592.000000 Penalty: 4591.346191
	Iteration 3F: 3 clusters Score -1191592 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1191768.000000 Penalty: 4591.346191
	Iteration 4Q: 3 clusters Score -1191768 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1191929.875000 Penalty: 4591.346191
	Iteration 5Q: 3 clusters Score -1191930 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1192074.250000 Penalty: 4591.346191
	Iteration 6Q: 3 clusters Score -1192074 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1192199.125000 Penalty: 4591.346191
	Iteration 7Q: 3 clusters Score -1192199 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1192344.125000 Penalty: 4591.346191
	Iteration 8Q: 3 clusters Score -1192344 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1192498.250000 Penalty: 4591.346191
	Iteration 9Q: 3 clusters Score -1192498 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1192663.375000 Penalty: 4591.346191
	Iteration 10Q: 3 clusters Score -1192663 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1192839.625000 Penalty: 4591.346191
	Iteration 11Q: 3 clusters Score -1192840 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1193051.500000 Penalty: 4591.346191
	Iteration 12Q: 3 clusters Score -1193052 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1193324.875000 Penalty: 4591.346191
	Iteration 13Q: 3 clusters Score -1193325 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1193584.375000 Penalty: 4591.346191
	Iteration 14Q: 3 clusters Score -1193584 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1193840.750000 Penalty: 4591.346191
	Iteration 15Q: 3 clusters Score -1193841 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1194036.250000 Penalty: 4591.346191
	Iteration 16Q: 3 clusters Score -1194036 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1194191.625000 Penalty: 4591.346191
	Iteration 17Q: 3 clusters Score -1194192 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1194292.125000 Penalty: 4591.346191
	Iteration 18Q: 3 clusters Score -1194292 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1194357.500000 Penalty: 4591.346191
	Iteration 19Q: 3 clusters Score -1194358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1194395.750000 Penalty: 4591.346191
	Iteration 20F: 3 clusters Score -1194396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1194420.250000 Penalty: 4591.346191
	Iteration 21Q: 3 clusters Score -1194420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1194437.500000 Penalty: 4591.346191
	Iteration 22Q: 3 clusters Score -1194438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1194448.875000 Penalty: 4591.346191
	Iteration 23Q: 3 clusters Score -1194449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1194451.250000 Penalty: 4591.346191
	Iteration 24Q: 3 clusters Score -1194451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1194462.000000 Penalty: 4591.346191
	Iteration 25Q: 3 clusters Score -1194462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1194467.500000 Penalty: 4591.346191
	Iteration 26Q: 3 clusters Score -1194468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1194473.000000 Penalty: 4591.346191
	Iteration 27Q: 3 clusters Score -1194473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1194474.875000 Penalty: 4591.346191
	Iteration 28Q: 3 clusters Score -1194475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1194476.625000 Penalty: 4591.346191
	Iteration 29Q: 3 clusters Score -1194477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1194480.625000 Penalty: 4591.346191
	Iteration 30Q: 3 clusters Score -1194481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1194481.625000 Penalty: 4591.346191
	Iteration 31Q: 3 clusters Score -1194482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1194481.875000 Penalty: 4591.346191
	Iteration 32Q: 3 clusters Score -1194482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1194484.750000 Penalty: 4591.346191
	Iteration 33Q: 3 clusters Score -1194485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1194493.250000 Penalty: 4591.346191
	Iteration 34Q: 3 clusters Score -1194493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1194496.375000 Penalty: 4591.346191
	Iteration 35Q: 3 clusters Score -1194496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1194500.625000 Penalty: 4591.346191
	Iteration 36Q: 3 clusters Score -1194501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1194508.500000 Penalty: 4591.346191
	Iteration 37Q: 3 clusters Score -1194508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1194511.125000 Penalty: 4591.346191
	Iteration 38Q: 3 clusters Score -1194511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1194515.875000 Penalty: 4591.346191
	Iteration 39Q: 3 clusters Score -1194516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1194519.875000 Penalty: 4591.346191
	Iteration 40F: 3 clusters Score -1194520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1194524.375000 Penalty: 4591.346191
	Iteration 41Q: 3 clusters Score -1194524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1194534.250000 Penalty: 4591.346191
	Iteration 42Q: 3 clusters Score -1194534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1194538.500000 Penalty: 4591.346191
	Iteration 43Q: 3 clusters Score -1194538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1194543.250000 Penalty: 4591.346191
	Iteration 44Q: 3 clusters Score -1194543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1194549.000000 Penalty: 4591.346191
	Iteration 45Q: 3 clusters Score -1194549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1194552.500000 Penalty: 4591.346191
	Iteration 46Q: 3 clusters Score -1194552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1194553.375000 Penalty: 4591.346191
	Iteration 47Q: 3 clusters Score -1194553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1194559.875000 Penalty: 4591.346191
	Iteration 48Q: 3 clusters Score -1194560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1194562.500000 Penalty: 4591.346191
	Iteration 49Q: 3 clusters Score -1194562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1194562.500000 Penalty: 4591.346191
	Iteration 50Q: 3 clusters Score -1194562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1194561.875000 Penalty: 4591.346191
	Iteration 51Q: 3 clusters Score -1194562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1194568.000000 Penalty: 4591.346191
	Iteration 52Q: 3 clusters Score -1194568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1194571.000000 Penalty: 4591.346191
	Iteration 53Q: 3 clusters Score -1194571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1194575.625000 Penalty: 4591.346191
	Iteration 54Q: 3 clusters Score -1194576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1194575.625000 Penalty: 4591.346191
	Iteration 55Q: 3 clusters Score -1194576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1194579.875000 Penalty: 4591.346191
	Iteration 56Q: 3 clusters Score -1194580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1194582.500000 Penalty: 4591.346191
	Iteration 57Q: 3 clusters Score -1194582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1194590.000000 Penalty: 4591.346191
	Iteration 58Q: 3 clusters Score -1194590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1194598.250000 Penalty: 4591.346191
	Iteration 59Q: 3 clusters Score -1194598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1194604.625000 Penalty: 4591.346191
	Iteration 60F: 3 clusters Score -1194605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1194612.000000 Penalty: 4591.346191
	Iteration 61Q: 3 clusters Score -1194612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1194615.625000 Penalty: 4591.346191
	Iteration 62Q: 3 clusters Score -1194616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1194620.875000 Penalty: 4591.346191
	Iteration 63Q: 3 clusters Score -1194621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1194628.375000 Penalty: 4591.346191
	Iteration 64Q: 3 clusters Score -1194628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1194634.000000 Penalty: 4591.346191
	Iteration 65Q: 3 clusters Score -1194634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1194640.500000 Penalty: 4591.346191
	Iteration 66Q: 3 clusters Score -1194640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1194649.375000 Penalty: 4591.346191
	Iteration 67Q: 3 clusters Score -1194649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1194663.375000 Penalty: 4591.346191
	Iteration 68Q: 3 clusters Score -1194663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1194669.750000 Penalty: 4591.346191
	Iteration 69Q: 3 clusters Score -1194670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1194681.625000 Penalty: 4591.346191
	Iteration 70Q: 3 clusters Score -1194682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1194690.375000 Penalty: 4591.346191
	Iteration 71Q: 3 clusters Score -1194690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1194698.250000 Penalty: 4591.346191
	Iteration 72Q: 3 clusters Score -1194698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1194703.000000 Penalty: 4591.346191
	Iteration 73Q: 3 clusters Score -1194703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1194706.125000 Penalty: 4591.346191
	Iteration 74Q: 3 clusters Score -1194706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1194712.125000 Penalty: 4591.346191
	Iteration 75Q: 3 clusters Score -1194712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1194713.625000 Penalty: 4591.346191
	Iteration 76Q: 3 clusters Score -1194714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1194715.875000 Penalty: 4591.346191
	Iteration 77Q: 3 clusters Score -1194716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1194715.750000 Penalty: 4591.346191
	Iteration 78Q: 3 clusters Score -1194716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1194718.500000 Penalty: 4591.346191
	Iteration 79Q: 3 clusters Score -1194718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1194720.750000 Penalty: 4591.346191
	Iteration 80F: 3 clusters Score -1194721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1194720.250000 Penalty: 4591.346191
	Iteration 81Q: 3 clusters Score -1194720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1194721.500000 Penalty: 4591.346191
	Iteration 82Q: 3 clusters Score -1194722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1194719.500000 Penalty: 4591.346191
	Iteration 83Q: 3 clusters Score -1194720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1194719.500000 Penalty: 4591.346191
	Iteration 84F: 3 clusters Score -1194720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -38869.996094 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -38870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37481.066406 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37481.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37611.621094 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -37611.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37674.718750 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -37674.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37713.593750 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -37713.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37734.753906 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -37734.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37800.003906 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -37800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37911.859375 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -37911.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37963.539062 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -37963.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38018.132812 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -38018.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38038.890625 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -38038.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38052.121094 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -38052.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38054.484375 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -38054.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38054.484375 Penalty: 2964.270020
	Iteration 12F: 3 clusters Score -38054.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Entering Unmasked Estep 
Score: -4474144.500000 Penalty: 2623.757324
	Iteration 0F: 2 clusters Score -4474144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4447457.000000 Penalty: 5247.514648
	Iteration 0F: 3 clusters Score -4447457 nChanged 17937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4457386.000000 Penalty: 5247.514648
	Iteration 1F: 3 clusters Score -4457386 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4457885.000000 Penalty: 5247.514648
	Iteration 2Q: 3 clusters Score -4457885 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4458352 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4458855.500000 Penalty: 5247.514648
	Iteration 4Q: 3 clusters Score -4458856 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4459491.500000 Penalty: 5247.514648
	Iteration 5Q: 3 clusters Score -4459492 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4460232.000000 Penalty: 5247.514648
	Iteration 6Q: 3 clusters Score -4460232 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4461170.000000 Penalty: 5247.514648
	Iteration 7Q: 3 clusters Score -4461170 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4462237.500000 Penalty: 5247.514648
	Iteration 8Q: 3 clusters Score -4462238 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4463345.500000 Penalty: 5247.514648
	Iteration 9F: 3 clusters Score -4463346 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4464516.500000 Penalty: 5247.514648
	Iteration 10F: 3 clusters Score -4464516 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4465494.500000 Penalty: 5247.514648
	Iteration 11Q: 3 clusters Score -4465494 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4466205.000000 Penalty: 5247.514648
	Iteration 12Q: 3 clusters Score -4466205 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4466655.000000 Penalty: 5247.514648
	Iteration 13Q: 3 clusters Score -4466655 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4466894.500000 Penalty: 5247.514648
	Iteration 14Q: 3 clusters Score -4466894 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4467102.000000 Penalty: 5247.514648
	Iteration 15Q: 3 clusters Score -4467102 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -4467251.000000 Penalty: 5247.514648
	Iteration 16Q: 3 clusters Score -4467251 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4467381.500000 Penalty: 5247.514648
	Iteration 17Q: 3 clusters Score -4467382 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4467489.500000 Penalty: 5247.514648
	Iteration 18Q: 3 clusters Score -4467490 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4467590.500000 Penalty: 5247.514648
	Iteration 19Q: 3 clusters Score -4467590 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4467670.000000 Penalty: 5247.514648
	Iteration 20F: 3 clusters Score -4467670 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4467786.000000 Penalty: 5247.514648
	Iteration 21Q: 3 clusters Score -4467786 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4467887.500000 Penalty: 5247.514648
	Iteration 22Q: 3 clusters Score -4467888 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4467975.500000 Penalty: 5247.514648
	Iteration 23Q: 3 clusters Score -4467976 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -4468087.500000 Penalty: 5247.514648
	Iteration 24Q: 3 clusters Score -4468088 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -4468190.000000 Penalty: 5247.514648
	Iteration 25Q: 3 clusters Score -4468190 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4468351.500000 Penalty: 5247.514648
	Iteration 26Q: 3 clusters Score -4468352 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4468467.000000 Penalty: 5247.514648
	Iteration 27Q: 3 clusters Score -4468467 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4468586.500000 Penalty: 5247.514648
	Iteration 28Q: 3 clusters Score -4468586 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4468747.000000 Penalty: 5247.514648
	Iteration 29Q: 3 clusters Score -4468747 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4468859.000000 Penalty: 5247.514648
	Iteration 30Q: 3 clusters Score -4468859 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -4468984.000000 Penalty: 5247.514648
	Iteration 31Q: 3 clusters Score -4468984 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4469096.000000 Penalty: 5247.514648
	Iteration 32Q: 3 clusters Score -4469096 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4469215.500000 Penalty: 5247.514648
	Iteration 33Q: 3 clusters Score -4469216 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4469297.500000 Penalty: 5247.514648
	Iteration 34Q: 3 clusters Score -4469298 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4469391.500000 Penalty: 5247.514648
	Iteration 35Q: 3 clusters Score -4469392 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4469485.000000 Penalty: 5247.514648
	Iteration 36Q: 3 clusters Score -4469485 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4469567.500000 Penalty: 5247.514648
	Iteration 37Q: 3 clusters Score -4469568 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -4469676.000000 Penalty: 5247.514648
	Iteration 38Q: 3 clusters Score -4469676 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4469779.500000 Penalty: 5247.514648
	Iteration 39Q: 3 clusters Score -4469780 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -4469908.000000 Penalty: 5247.514648
	Iteration 40F: 3 clusters Score -4469908 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4470027.500000 Penalty: 5247.514648
	Iteration 41Q: 3 clusters Score -4470028 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4470135.500000 Penalty: 5247.514648
	Iteration 42Q: 3 clusters Score -4470136 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4470246.000000 Penalty: 5247.514648
	Iteration 43Q: 3 clusters Score -4470246 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4470351.500000 Penalty: 5247.514648
	Iteration 44Q: 3 clusters Score -4470352 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4470466.500000 Penalty: 5247.514648
	Iteration 45Q: 3 clusters Score -4470466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4470560.000000 Penalty: 5247.514648
	Iteration 46Q: 3 clusters Score -4470560 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4470679.000000 Penalty: 5247.514648
	Iteration 47Q: 3 clusters Score -4470679 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -4470777.500000 Penalty: 5247.514648
	Iteration 48Q: 3 clusters Score -4470778 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4470849.000000 Penalty: 5247.514648
	Iteration 49Q: 3 clusters Score -4470849 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4470938.500000 Penalty: 5247.514648
	Iteration 50Q: 3 clusters Score -4470938 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4471031.000000 Penalty: 5247.514648
	Iteration 51Q: 3 clusters Score -4471031 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4471127.500000 Penalty: 5247.514648
	Iteration 52Q: 3 clusters Score -4471128 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4471213.000000 Penalty: 5247.514648
	Iteration 53Q: 3 clusters Score -4471213 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -4471302.500000 Penalty: 5247.514648
	Iteration 54Q: 3 clusters Score -4471302 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4471368.000000 Penalty: 5247.514648
	Iteration 55Q: 3 clusters Score -4471368 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4471441.500000 Penalty: 5247.514648
	Iteration 56Q: 3 clusters Score -4471442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4471508.000000 Penalty: 5247.514648
	Iteration 57Q: 3 clusters Score -4471508 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4471581.000000 Penalty: 5247.514648
	Iteration 58Q: 3 clusters Score -4471581 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4471624.000000 Penalty: 5247.514648
	Iteration 59Q: 3 clusters Score -4471624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4471661.500000 Penalty: 5247.514648
	Iteration 60F: 3 clusters Score -4471662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4471723.000000 Penalty: 5247.514648
	Iteration 61Q: 3 clusters Score -4471723 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4471765.500000 Penalty: 5247.514648
	Iteration 62Q: 3 clusters Score -4471766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4471810.500000 Penalty: 5247.514648
	Iteration 63Q: 3 clusters Score -4471810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4471831.500000 Penalty: 5247.514648
	Iteration 64Q: 3 clusters Score -4471832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4471864.000000 Penalty: 5247.514648
	Iteration 65Q: 3 clusters Score -4471864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4471897.500000 Penalty: 5247.514648
	Iteration 66Q: 3 clusters Score -4471898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4471933.500000 Penalty: 5247.514648
	Iteration 67Q: 3 clusters Score -4471934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4471954.500000 Penalty: 5247.514648
	Iteration 68Q: 3 clusters Score -4471954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4471956.000000 Penalty: 5247.514648
	Iteration 69Q: 3 clusters Score -4471956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4471969.000000 Penalty: 5247.514648
	Iteration 70Q: 3 clusters Score -4471969 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4471977.000000 Penalty: 5247.514648
	Iteration 71Q: 3 clusters Score -4471977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -4471989.500000 Penalty: 5247.514648
	Iteration 72Q: 3 clusters Score -4471990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4472006.000000 Penalty: 5247.514648
	Iteration 73Q: 3 clusters Score -4472006 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4472013.000000 Penalty: 5247.514648
	Iteration 74Q: 3 clusters Score -4472013 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -4472011.500000 Penalty: 5247.514648
	Iteration 75Q: 3 clusters Score -4472012 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4472012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4472021.500000 Penalty: 5247.514648
	Iteration 77Q: 3 clusters Score -4472022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4472020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4472025.000000 Penalty: 5247.514648
	Iteration 79Q: 3 clusters Score -4472025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4472027.000000 Penalty: 5247.514648
	Iteration 80F: 3 clusters Score -4472027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -4472036.000000 Penalty: 5247.514648
	Iteration 81Q: 3 clusters Score -4472036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4472034.500000 Penalty: 5247.514648
	Iteration 82Q: 3 clusters Score -4472034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4472045.000000 Penalty: 5247.514648
	Iteration 83Q: 3 clusters Score -4472045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -4472046.000000 Penalty: 5247.514648
	Iteration 84Q: 3 clusters Score -4472046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -4472044.000000 Penalty: 5247.514648
	Iteration 85Q: 3 clusters Score -4472044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4472044.500000 Penalty: 5247.514648
	Iteration 86Q: 3 clusters Score -4472044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4472054.000000 Penalty: 5247.514648
	Iteration 87Q: 3 clusters Score -4472054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4472056.500000 Penalty: 5247.514648
	Iteration 88Q: 3 clusters Score -4472056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4472056 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4472061.500000 Penalty: 5247.514648
	Iteration 90Q: 3 clusters Score -4472062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4472063.000000 Penalty: 5247.514648
	Iteration 91Q: 3 clusters Score -4472063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4472062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -4472068.500000 Penalty: 5247.514648
	Iteration 93Q: 3 clusters Score -4472068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -4472076.500000 Penalty: 5247.514648
	Iteration 94Q: 3 clusters Score -4472076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -4472087.500000 Penalty: 5247.514648
	Iteration 95Q: 3 clusters Score -4472088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4472090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4472095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4472106.000000 Penalty: 5247.514648
	Iteration 98Q: 3 clusters Score -4472106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4472115.500000 Penalty: 5247.514648
	Iteration 99Q: 3 clusters Score -4472116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4472126.500000 Penalty: 5247.514648
	Iteration 100F: 3 clusters Score -4472126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4472129.000000 Penalty: 5247.514648
	Iteration 101Q: 3 clusters Score -4472129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4472130.000000 Penalty: 5247.514648
	Iteration 102Q: 3 clusters Score -4472130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4472130.500000 Penalty: 5247.514648
	Iteration 103Q: 3 clusters Score -4472130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -4472135.500000 Penalty: 5247.514648
	Iteration 104Q: 3 clusters Score -4472136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4472138.000000 Penalty: 5247.514648
	Iteration 105Q: 3 clusters Score -4472138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4472137.000000 Penalty: 5247.514648
	Iteration 106Q: 3 clusters Score -4472137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4472141.500000 Penalty: 5247.514648
	Iteration 107Q: 3 clusters Score -4472142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4472141.000000 Penalty: 5247.514648
	Iteration 108Q: 3 clusters Score -4472141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4472144.000000 Penalty: 5247.514648
	Iteration 109Q: 3 clusters Score -4472144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -4472145.500000 Penalty: 5247.514648
	Iteration 110Q: 3 clusters Score -4472146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4472146.000000 Penalty: 5247.514648
	Iteration 111Q: 3 clusters Score -4472146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4472145.500000 Penalty: 5247.514648
	Iteration 112Q: 3 clusters Score -4472146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4472144.000000 Penalty: 5247.514648
	Iteration 113Q: 3 clusters Score -4472144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -4472148.000000 Penalty: 5247.514648
	Iteration 114Q: 3 clusters Score -4472148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -4472149.000000 Penalty: 5247.514648
	Iteration 115Q: 3 clusters Score -4472149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4472151.000000 Penalty: 5247.514648
	Iteration 116Q: 3 clusters Score -4472151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -4472148.000000 Penalty: 5247.514648
	Iteration 117Q: 3 clusters Score -4472148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4472150.000000 Penalty: 5247.514648
	Iteration 118Q: 3 clusters Score -4472150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4472148.000000 Penalty: 5247.514648
	Iteration 119Q: 3 clusters Score -4472148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4472151.000000 Penalty: 5247.514648
	Iteration 120F: 3 clusters Score -4472151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -4472154.000000 Penalty: 5247.514648
	Iteration 121Q: 3 clusters Score -4472154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -4472154.000000 Penalty: 5247.514648
	Iteration 122F: 3 clusters Score -4472154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Entering Unmasked Estep 
Score: -2176873.750000 Penalty: 2446.676270
	Iteration 0F: 2 clusters Score -2176874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2163341.250000 Penalty: 4893.352539
	Iteration 0F: 3 clusters Score -2163341 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2167895.500000 Penalty: 4893.352539
	Iteration 1F: 3 clusters Score -2167896 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2168285.750000 Penalty: 4893.352539
	Iteration 2F: 3 clusters Score -2168286 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2168564.250000 Penalty: 4893.352539
	Iteration 3Q: 3 clusters Score -2168564 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2168768.250000 Penalty: 4893.352539
	Iteration 4Q: 3 clusters Score -2168768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2168945.250000 Penalty: 4893.352539
	Iteration 5Q: 3 clusters Score -2168945 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2169104.500000 Penalty: 4893.352539
	Iteration 6Q: 3 clusters Score -2169104 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2169264.500000 Penalty: 4893.352539
	Iteration 7Q: 3 clusters Score -2169264 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2169446.250000 Penalty: 4893.352539
	Iteration 8Q: 3 clusters Score -2169446 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2169638.500000 Penalty: 4893.352539
	Iteration 9Q: 3 clusters Score -2169638 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2169849.750000 Penalty: 4893.352539
	Iteration 10Q: 3 clusters Score -2169850 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2170059.750000 Penalty: 4893.352539
	Iteration 11Q: 3 clusters Score -2170060 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2170292.250000 Penalty: 4893.352539
	Iteration 12Q: 3 clusters Score -2170292 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2170569.750000 Penalty: 4893.352539
	Iteration 13Q: 3 clusters Score -2170570 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2170889.250000 Penalty: 4893.352539
	Iteration 14Q: 3 clusters Score -2170889 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2171240.250000 Penalty: 4893.352539
	Iteration 15Q: 3 clusters Score -2171240 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2171557.750000 Penalty: 4893.352539
	Iteration 16Q: 3 clusters Score -2171558 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2171884.500000 Penalty: 4893.352539
	Iteration 17Q: 3 clusters Score -2171884 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2172187.750000 Penalty: 4893.352539
	Iteration 18Q: 3 clusters Score -2172188 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2172492.250000 Penalty: 4893.352539
	Iteration 19Q: 3 clusters Score -2172492 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2172777.750000 Penalty: 4893.352539
	Iteration 20F: 3 clusters Score -2172778 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2172977.500000 Penalty: 4893.352539
	Iteration 21Q: 3 clusters Score -2172978 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2173143.750000 Penalty: 4893.352539
	Iteration 22Q: 3 clusters Score -2173144 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2173267.250000 Penalty: 4893.352539
	Iteration 23Q: 3 clusters Score -2173267 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2173398.250000 Penalty: 4893.352539
	Iteration 24Q: 3 clusters Score -2173398 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2173499.250000 Penalty: 4893.352539
	Iteration 25Q: 3 clusters Score -2173499 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2173610.500000 Penalty: 4893.352539
	Iteration 26Q: 3 clusters Score -2173610 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2173715.500000 Penalty: 4893.352539
	Iteration 27Q: 3 clusters Score -2173716 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2173826.500000 Penalty: 4893.352539
	Iteration 28Q: 3 clusters Score -2173826 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2173961.750000 Penalty: 4893.352539
	Iteration 29Q: 3 clusters Score -2173962 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2174073.750000 Penalty: 4893.352539
	Iteration 30Q: 3 clusters Score -2174074 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2174193.250000 Penalty: 4893.352539
	Iteration 31Q: 3 clusters Score -2174193 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2174305.500000 Penalty: 4893.352539
	Iteration 32Q: 3 clusters Score -2174306 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2174425.750000 Penalty: 4893.352539
	Iteration 33Q: 3 clusters Score -2174426 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2174513.500000 Penalty: 4893.352539
	Iteration 34Q: 3 clusters Score -2174514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2174605.500000 Penalty: 4893.352539
	Iteration 35Q: 3 clusters Score -2174606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2174690.750000 Penalty: 4893.352539
	Iteration 36Q: 3 clusters Score -2174691 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2174760.250000 Penalty: 4893.352539
	Iteration 37Q: 3 clusters Score -2174760 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2174841.000000 Penalty: 4893.352539
	Iteration 38Q: 3 clusters Score -2174841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2174895.250000 Penalty: 4893.352539
	Iteration 39Q: 3 clusters Score -2174895 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2174942.750000 Penalty: 4893.352539
	Iteration 40F: 3 clusters Score -2174943 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2174993.750000 Penalty: 4893.352539
	Iteration 41Q: 3 clusters Score -2174994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2175066.250000 Penalty: 4893.352539
	Iteration 42Q: 3 clusters Score -2175066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2175144.750000 Penalty: 4893.352539
	Iteration 43Q: 3 clusters Score -2175145 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2175202.750000 Penalty: 4893.352539
	Iteration 44Q: 3 clusters Score -2175203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2175239.000000 Penalty: 4893.352539
	Iteration 45Q: 3 clusters Score -2175239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2175260.250000 Penalty: 4893.352539
	Iteration 46Q: 3 clusters Score -2175260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2175274.000000 Penalty: 4893.352539
	Iteration 47Q: 3 clusters Score -2175274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2175281.250000 Penalty: 4893.352539
	Iteration 48Q: 3 clusters Score -2175281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2175297.250000 Penalty: 4893.352539
	Iteration 49Q: 3 clusters Score -2175297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2175304.250000 Penalty: 4893.352539
	Iteration 50Q: 3 clusters Score -2175304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2175308.000000 Penalty: 4893.352539
	Iteration 51Q: 3 clusters Score -2175308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2175313.750000 Penalty: 4893.352539
	Iteration 52Q: 3 clusters Score -2175314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2175318.750000 Penalty: 4893.352539
	Iteration 53Q: 3 clusters Score -2175319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2175320.000000 Penalty: 4893.352539
	Iteration 54Q: 3 clusters Score -2175320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2175323.000000 Penalty: 4893.352539
	Iteration 55Q: 3 clusters Score -2175323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2175325.250000 Penalty: 4893.352539
	Iteration 56Q: 3 clusters Score -2175325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2175325.750000 Penalty: 4893.352539
	Iteration 57Q: 3 clusters Score -2175326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2175325.000000 Penalty: 4893.352539
	Iteration 58Q: 3 clusters Score -2175325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2175329.750000 Penalty: 4893.352539
	Iteration 59Q: 3 clusters Score -2175330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2175328.250000 Penalty: 4893.352539
	Iteration 60F: 3 clusters Score -2175328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2175328.000000 Penalty: 4893.352539
	Iteration 61Q: 3 clusters Score -2175328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2175328.000000 Penalty: 4893.352539
	Iteration 62F: 3 clusters Score -2175328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 475 members 
Entering Unmasked Estep 
Score: -97563.234375 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97563.23 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97833.328125 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97833.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97940.585938 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -97940.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97992.500000 Penalty: 3415.212646
	Iteration 3Q: 3 clusters Score -97992.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98045.234375 Penalty: 3415.212646
	Iteration 4Q: 3 clusters Score -98045.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98113.234375 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -98113.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98202.703125 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -98202.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98347.570312 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -98347.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98635.250000 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -98635.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98800.132812 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -98800.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98889.601562 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -98889.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98998.218750 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -98998.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99192.375000 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -99192.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99665.843750 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -99665.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -99881.828125 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -99881.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99930.710938 Penalty: 3415.212646
	Iteration 15Q: 3 clusters Score -99930.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99975.148438 Penalty: 3415.212646
	Iteration 16Q: 3 clusters Score -99975.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99988.757812 Penalty: 3415.212646
	Iteration 17Q: 3 clusters Score -99988.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100012.601562 Penalty: 3415.212646
	Iteration 18Q: 3 clusters Score -100012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 19Q: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 20F: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 38494 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 133266 members 
Mstep: Class 8 contains 250343 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39327 members 
Mstep: Class 13 contains 19257 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 35850 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 215845 members 
Entering Unmasked Estep 
Score: -88588272.000000 Penalty: 64059.687500
Splitting cluster 14 changes total score from -88589384.000000 to -88588272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (35850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Entering Unmasked Estep 
Score: -4071132.250000 Penalty: 2600.800537
	Iteration 0F: 2 clusters Score -4071132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4046885.000000 Penalty: 5201.601074
	Iteration 0F: 3 clusters Score -4046885 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4056047.750000 Penalty: 5201.601074
	Iteration 1F: 3 clusters Score -4056048 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4056502.750000 Penalty: 5201.601074
	Iteration 2Q: 3 clusters Score -4056503 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4056899.000000 Penalty: 5201.601074
	Iteration 3Q: 3 clusters Score -4056899 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4057327.750000 Penalty: 5201.601074
	Iteration 4Q: 3 clusters Score -4057328 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4057791.000000 Penalty: 5201.601074
	Iteration 5Q: 3 clusters Score -4057791 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4058412.250000 Penalty: 5201.601074
	Iteration 6Q: 3 clusters Score -4058412 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -4059074.500000 Penalty: 5201.601074
	Iteration 7Q: 3 clusters Score -4059074 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4059786.250000 Penalty: 5201.601074
	Iteration 8Q: 3 clusters Score -4059786 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4060662.500000 Penalty: 5201.601074
	Iteration 9Q: 3 clusters Score -4060662 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4061646.500000 Penalty: 5201.601074
	Iteration 10Q: 3 clusters Score -4061646 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -4062694.250000 Penalty: 5201.601074
	Iteration 11Q: 3 clusters Score -4062694 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4063829.500000 Penalty: 5201.601074
	Iteration 12Q: 3 clusters Score -4063830 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4064856.250000 Penalty: 5201.601074
	Iteration 13Q: 3 clusters Score -4064856 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4065792.500000 Penalty: 5201.601074
	Iteration 14Q: 3 clusters Score -4065792 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4066587.250000 Penalty: 5201.601074
	Iteration 15Q: 3 clusters Score -4066587 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -4067215.000000 Penalty: 5201.601074
	Iteration 16Q: 3 clusters Score -4067215 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4067775.250000 Penalty: 5201.601074
	Iteration 17Q: 3 clusters Score -4067775 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4068168.250000 Penalty: 5201.601074
	Iteration 18Q: 3 clusters Score -4068168 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4068413.750000 Penalty: 5201.601074
	Iteration 19Q: 3 clusters Score -4068414 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4068547.250000 Penalty: 5201.601074
	Iteration 20F: 3 clusters Score -4068547 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4068642.500000 Penalty: 5201.601074
	Iteration 21Q: 3 clusters Score -4068642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4068725.250000 Penalty: 5201.601074
	Iteration 22Q: 3 clusters Score -4068725 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4068798.000000 Penalty: 5201.601074
	Iteration 23Q: 3 clusters Score -4068798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4068828.000000 Penalty: 5201.601074
	Iteration 24Q: 3 clusters Score -4068828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -4068847.250000 Penalty: 5201.601074
	Iteration 25Q: 3 clusters Score -4068847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4068861.500000 Penalty: 5201.601074
	Iteration 26Q: 3 clusters Score -4068862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4068878.250000 Penalty: 5201.601074
	Iteration 27Q: 3 clusters Score -4068878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4068889.000000 Penalty: 5201.601074
	Iteration 28Q: 3 clusters Score -4068889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4068907.750000 Penalty: 5201.601074
	Iteration 29Q: 3 clusters Score -4068908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4068920.000000 Penalty: 5201.601074
	Iteration 30Q: 3 clusters Score -4068920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4068933.250000 Penalty: 5201.601074
	Iteration 31Q: 3 clusters Score -4068933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4068944.500000 Penalty: 5201.601074
	Iteration 32Q: 3 clusters Score -4068944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4068951.500000 Penalty: 5201.601074
	Iteration 33Q: 3 clusters Score -4068952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4068949.250000 Penalty: 5201.601074
	Iteration 34Q: 3 clusters Score -4068949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4068955.000000 Penalty: 5201.601074
	Iteration 35Q: 3 clusters Score -4068955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4068957.250000 Penalty: 5201.601074
	Iteration 36Q: 3 clusters Score -4068957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4068962.500000 Penalty: 5201.601074
	Iteration 37Q: 3 clusters Score -4068962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4068960.250000 Penalty: 5201.601074
	Iteration 38Q: 3 clusters Score -4068960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4068962.000000 Penalty: 5201.601074
	Iteration 39Q: 3 clusters Score -4068962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4068966.500000 Penalty: 5201.601074
	Iteration 40F: 3 clusters Score -4068966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4068971.500000 Penalty: 5201.601074
	Iteration 41Q: 3 clusters Score -4068972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -4068972.250000 Penalty: 5201.601074
	Iteration 42Q: 3 clusters Score -4068972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4068978.250000 Penalty: 5201.601074
	Iteration 43Q: 3 clusters Score -4068978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4068976.000000 Penalty: 5201.601074
	Iteration 44Q: 3 clusters Score -4068976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4068977.250000 Penalty: 5201.601074
	Iteration 45Q: 3 clusters Score -4068977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4068977.250000 Penalty: 5201.601074
	Iteration 46F: 3 clusters Score -4068977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -102983.007812 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -102983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101072.625000 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -101072.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101299.531250 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -101299.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101378.960938 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -101379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101415.000000 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -101415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101444.421875 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -101444.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101465.593750 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -101465.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101482.671875 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -101482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101493.875000 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -101493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101514.703125 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -101514.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101527.500000 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -101527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101540.851562 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -101540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101546.242188 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -101546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101550.453125 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -101550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101554.843750 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -101554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101558.843750 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -101558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101560.062500 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -101560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101561.828125 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -101561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101564.296875 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -101564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101566.335938 Penalty: 3388.113770
	Iteration 18Q: 3 clusters Score -101566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101567.359375 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -101567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101567.359375 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -101567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -635398.187500 Penalty: 2132.587158
	Iteration 0F: 2 clusters Score -635398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -630579.812500 Penalty: 4265.174316
	Iteration 0F: 3 clusters Score -630579.8 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -631764.500000 Penalty: 4265.174316
	Iteration 1F: 3 clusters Score -631764.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -631946.687500 Penalty: 4265.174316
	Iteration 2F: 3 clusters Score -631946.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -632042.250000 Penalty: 4265.174316
	Iteration 3Q: 3 clusters Score -632042.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -632103.375000 Penalty: 4265.174316
	Iteration 4Q: 3 clusters Score -632103.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -632153.437500 Penalty: 4265.174316
	Iteration 5Q: 3 clusters Score -632153.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -632186.750000 Penalty: 4265.174316
	Iteration 6Q: 3 clusters Score -632186.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -632211.375000 Penalty: 4265.174316
	Iteration 7Q: 3 clusters Score -632211.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -632232.562500 Penalty: 4265.174316
	Iteration 8Q: 3 clusters Score -632232.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -632248.687500 Penalty: 4265.174316
	Iteration 9Q: 3 clusters Score -632248.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -632266.000000 Penalty: 4265.174316
	Iteration 10Q: 3 clusters Score -632266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -632276.562500 Penalty: 4265.174316
	Iteration 11Q: 3 clusters Score -632276.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -632292.187500 Penalty: 4265.174316
	Iteration 12Q: 3 clusters Score -632292.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -632298.687500 Penalty: 4265.174316
	Iteration 13Q: 3 clusters Score -632298.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -632310.125000 Penalty: 4265.174316
	Iteration 14Q: 3 clusters Score -632310.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -632314.562500 Penalty: 4265.174316
	Iteration 15Q: 3 clusters Score -632314.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -632320.062500 Penalty: 4265.174316
	Iteration 16Q: 3 clusters Score -632320.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -632321.562500 Penalty: 4265.174316
	Iteration 17Q: 3 clusters Score -632321.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -632328.375000 Penalty: 4265.174316
	Iteration 18Q: 3 clusters Score -632328.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -632333.625000 Penalty: 4265.174316
	Iteration 19Q: 3 clusters Score -632333.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -632338.062500 Penalty: 4265.174316
	Iteration 20F: 3 clusters Score -632338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -632340.750000 Penalty: 4265.174316
	Iteration 21Q: 3 clusters Score -632340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -632345.312500 Penalty: 4265.174316
	Iteration 22Q: 3 clusters Score -632345.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -632349.125000 Penalty: 4265.174316
	Iteration 23Q: 3 clusters Score -632349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -632350.812500 Penalty: 4265.174316
	Iteration 24Q: 3 clusters Score -632350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -632352.437500 Penalty: 4265.174316
	Iteration 25Q: 3 clusters Score -632352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -632354.000000 Penalty: 4265.174316
	Iteration 26Q: 3 clusters Score -632354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -632354.562500 Penalty: 4265.174316
	Iteration 27Q: 3 clusters Score -632354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -632355.500000 Penalty: 4265.174316
	Iteration 28Q: 3 clusters Score -632355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -632357.687500 Penalty: 4265.174316
	Iteration 29Q: 3 clusters Score -632357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -632359.562500 Penalty: 4265.174316
	Iteration 30Q: 3 clusters Score -632359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -632360.000000 Penalty: 4265.174316
	Iteration 31Q: 3 clusters Score -632360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -632362.625000 Penalty: 4265.174316
	Iteration 32Q: 3 clusters Score -632362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -632365.375000 Penalty: 4265.174316
	Iteration 33Q: 3 clusters Score -632365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -632367.750000 Penalty: 4265.174316
	Iteration 34Q: 3 clusters Score -632367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -632370.562500 Penalty: 4265.174316
	Iteration 35Q: 3 clusters Score -632370.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -632373.312500 Penalty: 4265.174316
	Iteration 36Q: 3 clusters Score -632373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -632376.312500 Penalty: 4265.174316
	Iteration 37Q: 3 clusters Score -632376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -632379.062500 Penalty: 4265.174316
	Iteration 38Q: 3 clusters Score -632379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -632380.812500 Penalty: 4265.174316
	Iteration 39Q: 3 clusters Score -632380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -632383.312500 Penalty: 4265.174316
	Iteration 40F: 3 clusters Score -632383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -632385.375000 Penalty: 4265.174316
	Iteration 41Q: 3 clusters Score -632385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -632387.750000 Penalty: 4265.174316
	Iteration 42Q: 3 clusters Score -632387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -632391.062500 Penalty: 4265.174316
	Iteration 43Q: 3 clusters Score -632391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -632393.062500 Penalty: 4265.174316
	Iteration 44Q: 3 clusters Score -632393.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -632395.375000 Penalty: 4265.174316
	Iteration 45Q: 3 clusters Score -632395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -632399.625000 Penalty: 4265.174316
	Iteration 46Q: 3 clusters Score -632399.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -632402.562500 Penalty: 4265.174316
	Iteration 47Q: 3 clusters Score -632402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -632404.937500 Penalty: 4265.174316
	Iteration 48Q: 3 clusters Score -632404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -632408.000000 Penalty: 4265.174316
	Iteration 49Q: 3 clusters Score -632408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -632410.000000 Penalty: 4265.174316
	Iteration 50Q: 3 clusters Score -632410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -632411.812500 Penalty: 4265.174316
	Iteration 51Q: 3 clusters Score -632411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -632413.125000 Penalty: 4265.174316
	Iteration 52Q: 3 clusters Score -632413.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -632417.125000 Penalty: 4265.174316
	Iteration 53Q: 3 clusters Score -632417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -632418.062500 Penalty: 4265.174316
	Iteration 54Q: 3 clusters Score -632418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -632419.562500 Penalty: 4265.174316
	Iteration 55Q: 3 clusters Score -632419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -632422.500000 Penalty: 4265.174316
	Iteration 56Q: 3 clusters Score -632422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -632425.250000 Penalty: 4265.174316
	Iteration 57Q: 3 clusters Score -632425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -632425.375000 Penalty: 4265.174316
	Iteration 58Q: 3 clusters Score -632425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -632426.500000 Penalty: 4265.174316
	Iteration 59Q: 3 clusters Score -632426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -632427.812500 Penalty: 4265.174316
	Iteration 60F: 3 clusters Score -632427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -632427.250000 Penalty: 4265.174316
	Iteration 61Q: 3 clusters Score -632427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -632429.937500 Penalty: 4265.174316
	Iteration 62Q: 3 clusters Score -632429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -632433.812500 Penalty: 4265.174316
	Iteration 63Q: 3 clusters Score -632433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -632437.250000 Penalty: 4265.174316
	Iteration 64Q: 3 clusters Score -632437.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -632441.875000 Penalty: 4265.174316
	Iteration 65Q: 3 clusters Score -632441.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -632446.562500 Penalty: 4265.174316
	Iteration 66Q: 3 clusters Score -632446.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -632447.625000 Penalty: 4265.174316
	Iteration 67Q: 3 clusters Score -632447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -632450.812500 Penalty: 4265.174316
	Iteration 68Q: 3 clusters Score -632450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -632451.437500 Penalty: 4265.174316
	Iteration 69Q: 3 clusters Score -632451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -632454.937500 Penalty: 4265.174316
	Iteration 70Q: 3 clusters Score -632454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -632456.062500 Penalty: 4265.174316
	Iteration 71Q: 3 clusters Score -632456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -632456.625000 Penalty: 4265.174316
	Iteration 72Q: 3 clusters Score -632456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -632458.812500 Penalty: 4265.174316
	Iteration 73Q: 3 clusters Score -632458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -632460.812500 Penalty: 4265.174316
	Iteration 74Q: 3 clusters Score -632460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -632461.000000 Penalty: 4265.174316
	Iteration 75Q: 3 clusters Score -632461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -632461.000000 Penalty: 4265.174316
	Iteration 76F: 3 clusters Score -632461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215845 members 
Entering Unmasked Estep 
Score: -24167960.000000 Penalty: 3046.014404
	Iteration 0F: 2 clusters Score -2.416796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -24026942.000000 Penalty: 6092.028809
	Iteration 0F: 3 clusters Score -2.402694e+07 nChanged 103552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -24087696.000000 Penalty: 6092.028809
	Iteration 1F: 3 clusters Score -2.40877e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -24089386.000000 Penalty: 6092.028809
	Iteration 2Q: 3 clusters Score -2.408939e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -24091696.000000 Penalty: 6092.028809
	Iteration 3Q: 3 clusters Score -2.40917e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -24094904.000000 Penalty: 6092.028809
	Iteration 4Q: 3 clusters Score -2.40949e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113135 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
Score: -24100216.000000 Penalty: 6092.028809
	Iteration 5Q: 3 clusters Score -2.410022e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 98934 members 
Entering Unmasked Estep 
Score: -24108162.000000 Penalty: 6092.028809
	Iteration 6F: 3 clusters Score -2.410816e+07 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121516 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -24118776.000000 Penalty: 6092.028809
	Iteration 7F: 3 clusters Score -2.411878e+07 nChanged 14468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -24128772.000000 Penalty: 6092.028809
	Iteration 8F: 3 clusters Score -2.412877e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -24134576.000000 Penalty: 6092.028809
	Iteration 9F: 3 clusters Score -2.413458e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -24136362.000000 Penalty: 6092.028809
	Iteration 10Q: 3 clusters Score -2.413636e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132448 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -24137024.000000 Penalty: 6092.028809
	Iteration 11Q: 3 clusters Score -2.413702e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134308 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -24137500.000000 Penalty: 6092.028809
	Iteration 12Q: 3 clusters Score -2.41375e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -24137824.000000 Penalty: 6092.028809
	Iteration 13Q: 3 clusters Score -2.413782e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -24138188.000000 Penalty: 6092.028809
	Iteration 14Q: 3 clusters Score -2.413819e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139806 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -24138584.000000 Penalty: 6092.028809
	Iteration 15Q: 3 clusters Score -2.413858e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -24139052.000000 Penalty: 6092.028809
	Iteration 16Q: 3 clusters Score -2.413905e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -24139460.000000 Penalty: 6092.028809
	Iteration 17Q: 3 clusters Score -2.413946e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145575 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -24139850.000000 Penalty: 6092.028809
	Iteration 18Q: 3 clusters Score -2.413985e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -24140302.000000 Penalty: 6092.028809
	Iteration 19Q: 3 clusters Score -2.41403e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149959 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -24140840.000000 Penalty: 6092.028809
	Iteration 20F: 3 clusters Score -2.414084e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -24141358.000000 Penalty: 6092.028809
	Iteration 21Q: 3 clusters Score -2.414136e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -24141826.000000 Penalty: 6092.028809
	Iteration 22Q: 3 clusters Score -2.414183e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -24142266.000000 Penalty: 6092.028809
	Iteration 23Q: 3 clusters Score -2.414227e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -24142966.000000 Penalty: 6092.028809
	Iteration 24Q: 3 clusters Score -2.414297e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161690 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -24143538.000000 Penalty: 6092.028809
	Iteration 25Q: 3 clusters Score -2.414354e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164073 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -24144172.000000 Penalty: 6092.028809
	Iteration 26Q: 3 clusters Score -2.414417e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166568 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -24144824.000000 Penalty: 6092.028809
	Iteration 27Q: 3 clusters Score -2.414482e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169163 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -24145630.000000 Penalty: 6092.028809
	Iteration 28Q: 3 clusters Score -2.414563e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171818 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -24146428.000000 Penalty: 6092.028809
	Iteration 29Q: 3 clusters Score -2.414643e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174502 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -24147212.000000 Penalty: 6092.028809
	Iteration 30Q: 3 clusters Score -2.414721e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177203 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -24148148.000000 Penalty: 6092.028809
	Iteration 31Q: 3 clusters Score -2.414815e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179885 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -24149168.000000 Penalty: 6092.028809
	Iteration 32Q: 3 clusters Score -2.414917e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182533 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -24150234.000000 Penalty: 6092.028809
	Iteration 33Q: 3 clusters Score -2.415023e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185216 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -24151344.000000 Penalty: 6092.028809
	Iteration 34Q: 3 clusters Score -2.415134e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187914 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -24152738.000000 Penalty: 6092.028809
	Iteration 35Q: 3 clusters Score -2.415274e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190464 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -24153858.000000 Penalty: 6092.028809
	Iteration 36Q: 3 clusters Score -2.415386e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192945 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -24155066.000000 Penalty: 6092.028809
	Iteration 37Q: 3 clusters Score -2.415507e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195367 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -24156348.000000 Penalty: 6092.028809
	Iteration 38Q: 3 clusters Score -2.415635e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197610 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -24157838.000000 Penalty: 6092.028809
	Iteration 39Q: 3 clusters Score -2.415784e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199736 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -24159154.000000 Penalty: 6092.028809
	Iteration 40F: 3 clusters Score -2.415915e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201653 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -24160308.000000 Penalty: 6092.028809
	Iteration 41Q: 3 clusters Score -2.416031e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203328 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -24161196.000000 Penalty: 6092.028809
	Iteration 42Q: 3 clusters Score -2.41612e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204798 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -24162012.000000 Penalty: 6092.028809
	Iteration 43Q: 3 clusters Score -2.416201e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206111 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -24162724.000000 Penalty: 6092.028809
	Iteration 44Q: 3 clusters Score -2.416272e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207262 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -24163356.000000 Penalty: 6092.028809
	Iteration 45Q: 3 clusters Score -2.416336e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208232 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -24163756.000000 Penalty: 6092.028809
	Iteration 46Q: 3 clusters Score -2.416376e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209066 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -24164142.000000 Penalty: 6092.028809
	Iteration 47Q: 3 clusters Score -2.416414e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209767 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -24164330.000000 Penalty: 6092.028809
	Iteration 48Q: 3 clusters Score -2.416433e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210376 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -24164630.000000 Penalty: 6092.028809
	Iteration 49Q: 3 clusters Score -2.416463e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210864 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -24164784.000000 Penalty: 6092.028809
	Iteration 50Q: 3 clusters Score -2.416478e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211277 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -24164950.000000 Penalty: 6092.028809
	Iteration 51Q: 3 clusters Score -2.416495e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211602 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -24165140.000000 Penalty: 6092.028809
	Iteration 52Q: 3 clusters Score -2.416514e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211913 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -24165300.000000 Penalty: 6092.028809
	Iteration 53Q: 3 clusters Score -2.41653e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212169 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -24165370.000000 Penalty: 6092.028809
	Iteration 54Q: 3 clusters Score -2.416537e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212355 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -24165418.000000 Penalty: 6092.028809
	Iteration 55Q: 3 clusters Score -2.416542e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212501 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -24165414.000000 Penalty: 6092.028809
	Iteration 56Q: 3 clusters Score -2.416541e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212614 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -24165420.000000 Penalty: 6092.028809
	Iteration 57Q: 3 clusters Score -2.416542e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212723 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -24165462.000000 Penalty: 6092.028809
	Iteration 58Q: 3 clusters Score -2.416546e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212809 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -24165506.000000 Penalty: 6092.028809
	Iteration 59Q: 3 clusters Score -2.416551e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212892 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -24165584.000000 Penalty: 6092.028809
	Iteration 60F: 3 clusters Score -2.416558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212966 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -24165598.000000 Penalty: 6092.028809
	Iteration 61Q: 3 clusters Score -2.41656e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213029 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -24165596.000000 Penalty: 6092.028809
	Iteration 62Q: 3 clusters Score -2.41656e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213090 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -24165586.000000 Penalty: 6092.028809
	Iteration 63Q: 3 clusters Score -2.416559e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213157 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -24165668.000000 Penalty: 6092.028809
	Iteration 64Q: 3 clusters Score -2.416567e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213223 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -24165664.000000 Penalty: 6092.028809
	Iteration 65Q: 3 clusters Score -2.416566e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213273 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -24165666.000000 Penalty: 6092.028809
	Iteration 66Q: 3 clusters Score -2.416567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213311 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -24165672.000000 Penalty: 6092.028809
	Iteration 67Q: 3 clusters Score -2.416567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213345 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -24165696.000000 Penalty: 6092.028809
	Iteration 68Q: 3 clusters Score -2.41657e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213375 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -24165704.000000 Penalty: 6092.028809
	Iteration 69Q: 3 clusters Score -2.41657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213395 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -24165714.000000 Penalty: 6092.028809
	Iteration 70Q: 3 clusters Score -2.416571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213416 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -24165700.000000 Penalty: 6092.028809
	Iteration 71Q: 3 clusters Score -2.41657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213432 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -24165724.000000 Penalty: 6092.028809
	Iteration 72Q: 3 clusters Score -2.416572e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213450 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -24165718.000000 Penalty: 6092.028809
	Iteration 73Q: 3 clusters Score -2.416572e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213466 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -24165730.000000 Penalty: 6092.028809
	Iteration 74Q: 3 clusters Score -2.416573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213479 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -24165712.000000 Penalty: 6092.028809
	Iteration 75Q: 3 clusters Score -2.416571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213490 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -24165736.000000 Penalty: 6092.028809
	Iteration 76Q: 3 clusters Score -2.416574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -24165746.000000 Penalty: 6092.028809
	Iteration 77Q: 3 clusters Score -2.416575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -24165756.000000 Penalty: 6092.028809
	Iteration 78Q: 3 clusters Score -2.416576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213506 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -24165778.000000 Penalty: 6092.028809
	Iteration 79Q: 3 clusters Score -2.416578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213510 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -24165744.000000 Penalty: 6092.028809
	Iteration 80F: 3 clusters Score -2.416574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -24165756.000000 Penalty: 6092.028809
	Iteration 81Q: 3 clusters Score -2.416576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213523 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -24165736.000000 Penalty: 6092.028809
	Iteration 82Q: 3 clusters Score -2.416574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -24165742.000000 Penalty: 6092.028809
	Iteration 83Q: 3 clusters Score -2.416574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -24165762.000000 Penalty: 6092.028809
	Iteration 84Q: 3 clusters Score -2.416576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213546 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -24165758.000000 Penalty: 6092.028809
	Iteration 85Q: 3 clusters Score -2.416576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213556 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -24165744.000000 Penalty: 6092.028809
	Iteration 86Q: 3 clusters Score -2.416574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213565 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -24165774.000000 Penalty: 6092.028809
	Iteration 87Q: 3 clusters Score -2.416577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213570 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -24165778.000000 Penalty: 6092.028809
	Iteration 88Q: 3 clusters Score -2.416578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213573 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -24165776.000000 Penalty: 6092.028809
	Iteration 89Q: 3 clusters Score -2.416578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213577 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -24165766.000000 Penalty: 6092.028809
	Iteration 90Q: 3 clusters Score -2.416577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213580 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24165790.000000 Penalty: 6092.028809
	Iteration 91Q: 3 clusters Score -2.416579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213581 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -24165782.000000 Penalty: 6092.028809
	Iteration 92Q: 3 clusters Score -2.416578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213583 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24165764.000000 Penalty: 6092.028809
	Iteration 93Q: 3 clusters Score -2.416576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213584 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -24165788.000000 Penalty: 6092.028809
	Iteration 94Q: 3 clusters Score -2.416579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213585 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -24165780.000000 Penalty: 6092.028809
	Iteration 95Q: 3 clusters Score -2.416578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213587 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -24165784.000000 Penalty: 6092.028809
	Iteration 96Q: 3 clusters Score -2.416578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213588 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -24165790.000000 Penalty: 6092.028809
	Iteration 97Q: 3 clusters Score -2.416579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213590 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -24165796.000000 Penalty: 6092.028809
	Iteration 98Q: 3 clusters Score -2.41658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213593 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -24165784.000000 Penalty: 6092.028809
	Iteration 99Q: 3 clusters Score -2.416578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213596 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -24165796.000000 Penalty: 6092.028809
	Iteration 100F: 3 clusters Score -2.41658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213597 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -24165794.000000 Penalty: 6092.028809
	Iteration 101Q: 3 clusters Score -2.416579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213598 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -24165794.000000 Penalty: 6092.028809
	Iteration 102Q: 3 clusters Score -2.416579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213599 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.416579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213599 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24165792.000000 Penalty: 6092.028809
	Iteration 104F: 3 clusters Score -2.416579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 38494 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 133266 members 
Mstep: Class 8 contains 250343 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39327 members 
Mstep: Class 13 contains 19257 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35850 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 215845 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 19 clusters Score -8.858942e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 38488 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 133360 members 
Mstep: Class 8 contains 250315 members 
Mstep: Class 9 contains 7844 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39331 members 
Mstep: Class 13 contains 19261 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35850 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5417 members 
Mstep: Class 20 contains 215756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 19 clusters Score -8.858953e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 38481 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 133449 members 
Mstep: Class 8 contains 250294 members 
Mstep: Class 9 contains 7838 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39334 members 
Mstep: Class 13 contains 19263 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35846 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 215666 members 
Entering Unmasked Estep 
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Iteration 201Q: 19 clusters Score -8.858954e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 38478 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 133523 members 
Mstep: Class 8 contains 250268 members 
Mstep: Class 9 contains 7833 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39335 members 
Mstep: Class 13 contains 19265 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35842 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 215587 members 
Entering Unmasked Estep 
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Iteration 202Q: 19 clusters Score -8.858972e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3821 members 
Mstep: Class 4 contains 38473 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 133597 members 
Mstep: Class 8 contains 250226 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 10471 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39336 members 
Mstep: Class 13 contains 19266 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35839 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 215523 members 
Entering Unmasked Estep 
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Iteration 203Q: 19 clusters Score -8.858966e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 38462 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 133675 members 
Mstep: Class 8 contains 250196 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 10471 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39338 members 
Mstep: Class 13 contains 19271 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35837 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 215448 members 
Entering Unmasked Estep 
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Iteration 204Q: 19 clusters Score -8.858976e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 38461 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 133758 members 
Mstep: Class 8 contains 250130 members 
Mstep: Class 9 contains 7838 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39340 members 
Mstep: Class 13 contains 19276 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35836 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 215391 members 
Entering Unmasked Estep 
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Iteration 205Q: 19 clusters Score -8.85899e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 38464 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 133846 members 
Mstep: Class 8 contains 250081 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39335 members 
Mstep: Class 13 contains 19283 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35833 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 215329 members 
Entering Unmasked Estep 
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Iteration 206Q: 19 clusters Score -8.85899e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3937 members 
Mstep: Class 4 contains 38459 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 133927 members 
Mstep: Class 8 contains 250049 members 
Mstep: Class 9 contains 7845 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39328 members 
Mstep: Class 13 contains 19290 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35832 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 215268 members 
Entering Unmasked Estep 
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Iteration 207Q: 19 clusters Score -8.858991e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3951 members 
Mstep: Class 4 contains 38458 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 134005 members 
Mstep: Class 8 contains 250013 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39322 members 
Mstep: Class 13 contains 19297 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35829 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 215214 members 
Entering Unmasked Estep 
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Iteration 208Q: 19 clusters Score -8.859007e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 38457 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 134072 members 
Mstep: Class 8 contains 249985 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39317 members 
Mstep: Class 13 contains 19304 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35828 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5300 members 
Mstep: Class 20 contains 215148 members 
Entering Unmasked Estep 
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Iteration 209Q: 19 clusters Score -8.859003e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 38454 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 134141 members 
Mstep: Class 8 contains 249975 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39315 members 
Mstep: Class 13 contains 19307 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35827 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 215086 members 
Entering Unmasked Estep 
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Iteration 210Q: 19 clusters Score -8.859011e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 38450 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 134207 members 
Mstep: Class 8 contains 249972 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39314 members 
Mstep: Class 13 contains 19307 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35823 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5267 members 
Mstep: Class 20 contains 215021 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 19 clusters Score -8.859005e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 38445 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 134265 members 
Mstep: Class 8 contains 249970 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39310 members 
Mstep: Class 13 contains 19308 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35821 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 214966 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 19 clusters Score -8.859003e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 38440 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 134335 members 
Mstep: Class 8 contains 249963 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39307 members 
Mstep: Class 13 contains 19308 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35813 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 214901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 19 clusters Score -8.859006e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4064 members 
Mstep: Class 4 contains 38436 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 134400 members 
Mstep: Class 8 contains 249963 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39304 members 
Mstep: Class 13 contains 19310 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35809 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 214843 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 19 clusters Score -8.859e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 38432 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 134471 members 
Mstep: Class 8 contains 249948 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39304 members 
Mstep: Class 13 contains 19314 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35812 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 214778 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 19 clusters Score -8.859007e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 38427 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 134530 members 
Mstep: Class 8 contains 249928 members 
Mstep: Class 9 contains 7871 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39306 members 
Mstep: Class 13 contains 19317 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35814 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 214722 members 
Entering Unmasked Estep 
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Iteration 216Q: 19 clusters Score -8.859016e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 38423 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 134599 members 
Mstep: Class 8 contains 249919 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39308 members 
Mstep: Class 13 contains 19320 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35815 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 214635 members 
Entering Unmasked Estep 
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Iteration 217Q: 19 clusters Score -8.859012e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 38416 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 134633 members 
Mstep: Class 8 contains 249924 members 
Mstep: Class 9 contains 7879 members 
Mstep: Class 10 contains 10482 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39310 members 
Mstep: Class 13 contains 19324 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35815 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 214583 members 
Entering Unmasked Estep 
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Iteration 218Q: 19 clusters Score -8.859023e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 38413 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 134679 members 
Mstep: Class 8 contains 249925 members 
Mstep: Class 9 contains 7880 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39310 members 
Mstep: Class 13 contains 19329 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35816 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 214511 members 
Entering Unmasked Estep 
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Iteration 219Q: 19 clusters Score -8.859014e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 38411 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 134744 members 
Mstep: Class 8 contains 249915 members 
Mstep: Class 9 contains 7879 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39315 members 
Mstep: Class 13 contains 19332 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35806 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 214460 members 
Entering Unmasked Estep 
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Iteration 220F: 19 clusters Score -8.859014e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 38404 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 134814 members 
Mstep: Class 8 contains 249909 members 
Mstep: Class 9 contains 7880 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39319 members 
Mstep: Class 13 contains 19334 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35801 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 214393 members 
Entering Unmasked Estep 
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Iteration 221Q: 19 clusters Score -8.859015e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4210 members 
Mstep: Class 4 contains 38398 members 
Mstep: Class 5 contains 7494 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 134872 members 
Mstep: Class 8 contains 249888 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39327 members 
Mstep: Class 13 contains 19339 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35804 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 214334 members 
Entering Unmasked Estep 
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Iteration 222Q: 19 clusters Score -8.85901e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4223 members 
Mstep: Class 4 contains 38394 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 134917 members 
Mstep: Class 8 contains 249884 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39334 members 
Mstep: Class 13 contains 19343 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35807 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 214269 members 
Entering Unmasked Estep 
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Iteration 223Q: 19 clusters Score -8.85901e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 38391 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 134967 members 
Mstep: Class 8 contains 249883 members 
Mstep: Class 9 contains 7885 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39337 members 
Mstep: Class 13 contains 19345 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35810 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 214215 members 
Entering Unmasked Estep 
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Iteration 224Q: 19 clusters Score -8.858997e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 38393 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 135004 members 
Mstep: Class 8 contains 249869 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39347 members 
Mstep: Class 13 contains 19345 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35807 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 214167 members 
Entering Unmasked Estep 
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Iteration 225Q: 19 clusters Score -8.859002e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4261 members 
Mstep: Class 4 contains 38390 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 135040 members 
Mstep: Class 8 contains 249860 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39353 members 
Mstep: Class 13 contains 19346 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35804 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 214134 members 
Entering Unmasked Estep 
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Iteration 226Q: 19 clusters Score -8.859008e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 38383 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 135078 members 
Mstep: Class 8 contains 249848 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39360 members 
Mstep: Class 13 contains 19348 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35802 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 214104 members 
Entering Unmasked Estep 
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Iteration 227Q: 19 clusters Score -8.85901e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 38380 members 
Mstep: Class 5 contains 7492 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 135125 members 
Mstep: Class 8 contains 249819 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39360 members 
Mstep: Class 13 contains 19350 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35802 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 214077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590144.000000 Penalty: 60688.125000
Iteration 228Q: 19 clusters Score -8.859014e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 38377 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 135170 members 
Mstep: Class 8 contains 249797 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39364 members 
Mstep: Class 13 contains 19354 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35802 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 214041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590168.000000 Penalty: 60688.125000
Iteration 229Q: 19 clusters Score -8.859017e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 135211 members 
Mstep: Class 8 contains 249790 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39361 members 
Mstep: Class 13 contains 19357 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35802 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 214007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590192.000000 Penalty: 60688.125000
Iteration 230Q: 19 clusters Score -8.859019e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 7487 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 135251 members 
Mstep: Class 8 contains 249773 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39361 members 
Mstep: Class 13 contains 19359 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35810 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 213969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590184.000000 Penalty: 60688.125000
Iteration 231Q: 19 clusters Score -8.859018e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 135297 members 
Mstep: Class 8 contains 249747 members 
Mstep: Class 9 contains 7895 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 13 contains 19362 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35811 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 213939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590248.000000 Penalty: 60688.125000
Iteration 232Q: 19 clusters Score -8.859025e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4300 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 135334 members 
Mstep: Class 8 contains 249739 members 
Mstep: Class 9 contains 7898 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 13 contains 19366 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35813 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 213896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590168.000000 Penalty: 60688.125000
Iteration 233Q: 19 clusters Score -8.859017e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4303 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 135374 members 
Mstep: Class 8 contains 249717 members 
Mstep: Class 9 contains 7897 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39364 members 
Mstep: Class 13 contains 19366 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35815 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 213875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590080.000000 Penalty: 60688.125000
Iteration 234Q: 19 clusters Score -8.859008e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4306 members 
Mstep: Class 4 contains 38370 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 135414 members 
Mstep: Class 8 contains 249704 members 
Mstep: Class 9 contains 7898 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 13 contains 19370 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35819 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 213838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590120.000000 Penalty: 60688.125000
Iteration 235Q: 19 clusters Score -8.859012e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 38370 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 135461 members 
Mstep: Class 8 contains 249689 members 
Mstep: Class 9 contains 7899 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 13 contains 19377 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35820 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4941 members 
Mstep: Class 20 contains 213791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590024.000000 Penalty: 60688.125000
Iteration 236Q: 19 clusters Score -8.859002e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 38373 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 135498 members 
Mstep: Class 8 contains 249682 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 13 contains 19386 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35822 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4937 members 
Mstep: Class 20 contains 213740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590024.000000 Penalty: 60688.125000
Iteration 237Q: 19 clusters Score -8.859002e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 135535 members 
Mstep: Class 8 contains 249682 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39362 members 
Mstep: Class 13 contains 19389 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35824 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 213684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590048.000000 Penalty: 60688.125000
Iteration 238Q: 19 clusters Score -8.859005e+07 nChanged 159
Entering ConstructFrom: 
Score: -88590048.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (24781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Entering Unmasked Estep 
Score: -2804587.500000 Penalty: 2509.222412
	Iteration 0F: 2 clusters Score -2804588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2787379.250000 Penalty: 5018.444824
	Iteration 0F: 3 clusters Score -2787379 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2793330.250000 Penalty: 5018.444824
	Iteration 1F: 3 clusters Score -2793330 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2793782.500000 Penalty: 5018.444824
	Iteration 2Q: 3 clusters Score -2793782 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2794296.500000 Penalty: 5018.444824
	Iteration 3Q: 3 clusters Score -2794296 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2794868.750000 Penalty: 5018.444824
	Iteration 4Q: 3 clusters Score -2794869 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2795461.750000 Penalty: 5018.444824
	Iteration 5Q: 3 clusters Score -2795462 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2796046.000000 Penalty: 5018.444824
	Iteration 6Q: 3 clusters Score -2796046 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2796761.500000 Penalty: 5018.444824
	Iteration 7Q: 3 clusters Score -2796762 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2797559.750000 Penalty: 5018.444824
	Iteration 8Q: 3 clusters Score -2797560 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2798412.500000 Penalty: 5018.444824
	Iteration 9Q: 3 clusters Score -2798412 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2799202.250000 Penalty: 5018.444824
	Iteration 10Q: 3 clusters Score -2799202 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2799818.750000 Penalty: 5018.444824
	Iteration 11Q: 3 clusters Score -2799819 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2800303.000000 Penalty: 5018.444824
	Iteration 12Q: 3 clusters Score -2800303 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2800622.500000 Penalty: 5018.444824
	Iteration 13Q: 3 clusters Score -2800622 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2800822.750000 Penalty: 5018.444824
	Iteration 14Q: 3 clusters Score -2800823 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2800955.000000 Penalty: 5018.444824
	Iteration 15Q: 3 clusters Score -2800955 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2801043.250000 Penalty: 5018.444824
	Iteration 16Q: 3 clusters Score -2801043 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2801107.250000 Penalty: 5018.444824
	Iteration 17Q: 3 clusters Score -2801107 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2801140.250000 Penalty: 5018.444824
	Iteration 18Q: 3 clusters Score -2801140 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2801160.250000 Penalty: 5018.444824
	Iteration 19Q: 3 clusters Score -2801160 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2801177.750000 Penalty: 5018.444824
	Iteration 20F: 3 clusters Score -2801178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2801208.000000 Penalty: 5018.444824
	Iteration 21Q: 3 clusters Score -2801208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2801219.500000 Penalty: 5018.444824
	Iteration 22Q: 3 clusters Score -2801220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2801236.000000 Penalty: 5018.444824
	Iteration 23Q: 3 clusters Score -2801236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2801267.500000 Penalty: 5018.444824
	Iteration 24Q: 3 clusters Score -2801268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2801275.750000 Penalty: 5018.444824
	Iteration 25Q: 3 clusters Score -2801276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2801297.000000 Penalty: 5018.444824
	Iteration 26Q: 3 clusters Score -2801297 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2801309.000000 Penalty: 5018.444824
	Iteration 27Q: 3 clusters Score -2801309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2801314.000000 Penalty: 5018.444824
	Iteration 28Q: 3 clusters Score -2801314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2801318.500000 Penalty: 5018.444824
	Iteration 29Q: 3 clusters Score -2801318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2801334.000000 Penalty: 5018.444824
	Iteration 30Q: 3 clusters Score -2801334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2801351.750000 Penalty: 5018.444824
	Iteration 31Q: 3 clusters Score -2801352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2801371.250000 Penalty: 5018.444824
	Iteration 32Q: 3 clusters Score -2801371 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2801396.750000 Penalty: 5018.444824
	Iteration 33Q: 3 clusters Score -2801397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2801399.000000 Penalty: 5018.444824
	Iteration 34Q: 3 clusters Score -2801399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2801405.250000 Penalty: 5018.444824
	Iteration 35Q: 3 clusters Score -2801405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2801411.500000 Penalty: 5018.444824
	Iteration 36Q: 3 clusters Score -2801412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2801425.750000 Penalty: 5018.444824
	Iteration 37Q: 3 clusters Score -2801426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2801444.000000 Penalty: 5018.444824
	Iteration 38Q: 3 clusters Score -2801444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2801461.250000 Penalty: 5018.444824
	Iteration 39Q: 3 clusters Score -2801461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2801461.500000 Penalty: 5018.444824
	Iteration 40F: 3 clusters Score -2801462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2801472.000000 Penalty: 5018.444824
	Iteration 41Q: 3 clusters Score -2801472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2801487.500000 Penalty: 5018.444824
	Iteration 42Q: 3 clusters Score -2801488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2801507.500000 Penalty: 5018.444824
	Iteration 43Q: 3 clusters Score -2801508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2801517.250000 Penalty: 5018.444824
	Iteration 44Q: 3 clusters Score -2801517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2801533.250000 Penalty: 5018.444824
	Iteration 45Q: 3 clusters Score -2801533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2801541.750000 Penalty: 5018.444824
	Iteration 46Q: 3 clusters Score -2801542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2801549.250000 Penalty: 5018.444824
	Iteration 47Q: 3 clusters Score -2801549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2801565.500000 Penalty: 5018.444824
	Iteration 48Q: 3 clusters Score -2801566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2801578.250000 Penalty: 5018.444824
	Iteration 49Q: 3 clusters Score -2801578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2801583.250000 Penalty: 5018.444824
	Iteration 50Q: 3 clusters Score -2801583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2801600.750000 Penalty: 5018.444824
	Iteration 51Q: 3 clusters Score -2801601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2801610.750000 Penalty: 5018.444824
	Iteration 52Q: 3 clusters Score -2801611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2801633.250000 Penalty: 5018.444824
	Iteration 53Q: 3 clusters Score -2801633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2801646.500000 Penalty: 5018.444824
	Iteration 54Q: 3 clusters Score -2801646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2801670.500000 Penalty: 5018.444824
	Iteration 55Q: 3 clusters Score -2801670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2801671.000000 Penalty: 5018.444824
	Iteration 56Q: 3 clusters Score -2801671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2801687.500000 Penalty: 5018.444824
	Iteration 57Q: 3 clusters Score -2801688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2801704.250000 Penalty: 5018.444824
	Iteration 58Q: 3 clusters Score -2801704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2801707.500000 Penalty: 5018.444824
	Iteration 59Q: 3 clusters Score -2801708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2801718.750000 Penalty: 5018.444824
	Iteration 60F: 3 clusters Score -2801719 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2801734.750000 Penalty: 5018.444824
	Iteration 61Q: 3 clusters Score -2801735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2801743 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2801754.500000 Penalty: 5018.444824
	Iteration 63Q: 3 clusters Score -2801754 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2801772.500000 Penalty: 5018.444824
	Iteration 64Q: 3 clusters Score -2801772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2801784.250000 Penalty: 5018.444824
	Iteration 65Q: 3 clusters Score -2801784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2801795.750000 Penalty: 5018.444824
	Iteration 66Q: 3 clusters Score -2801796 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2801802.250000 Penalty: 5018.444824
	Iteration 67Q: 3 clusters Score -2801802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2801817.250000 Penalty: 5018.444824
	Iteration 68Q: 3 clusters Score -2801817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2801841.250000 Penalty: 5018.444824
	Iteration 69Q: 3 clusters Score -2801841 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2801867.500000 Penalty: 5018.444824
	Iteration 70Q: 3 clusters Score -2801868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2801881.750000 Penalty: 5018.444824
	Iteration 71Q: 3 clusters Score -2801882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2801894.250000 Penalty: 5018.444824
	Iteration 72Q: 3 clusters Score -2801894 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2801916.500000 Penalty: 5018.444824
	Iteration 73Q: 3 clusters Score -2801916 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2801946.000000 Penalty: 5018.444824
	Iteration 74Q: 3 clusters Score -2801946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2801971 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2801992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2802008.250000 Penalty: 5018.444824
	Iteration 77Q: 3 clusters Score -2802008 nChanged 77
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Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2802032.750000 Penalty: 5018.444824
	Iteration 78Q: 3 clusters Score -2802033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2802055 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2802071.500000 Penalty: 5018.444824
	Iteration 80F: 3 clusters Score -2802072 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2802092.000000 Penalty: 5018.444824
	Iteration 81Q: 3 clusters Score -2802092 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2802107.500000 Penalty: 5018.444824
	Iteration 82Q: 3 clusters Score -2802108 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2802128.000000 Penalty: 5018.444824
	Iteration 83Q: 3 clusters Score -2802128 nChanged 73
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Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2802151.750000 Penalty: 5018.444824
	Iteration 84Q: 3 clusters Score -2802152 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2802166.250000 Penalty: 5018.444824
	Iteration 85Q: 3 clusters Score -2802166 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2802183.000000 Penalty: 5018.444824
	Iteration 86Q: 3 clusters Score -2802183 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2802207.000000 Penalty: 5018.444824
	Iteration 87Q: 3 clusters Score -2802207 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2802211.500000 Penalty: 5018.444824
	Iteration 88Q: 3 clusters Score -2802212 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2802221.250000 Penalty: 5018.444824
	Iteration 89Q: 3 clusters Score -2802221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2802227.000000 Penalty: 5018.444824
	Iteration 90Q: 3 clusters Score -2802227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2802239.250000 Penalty: 5018.444824
	Iteration 91Q: 3 clusters Score -2802239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2802255.500000 Penalty: 5018.444824
	Iteration 92Q: 3 clusters Score -2802256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2802271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2802286.500000 Penalty: 5018.444824
	Iteration 94Q: 3 clusters Score -2802286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2802305.000000 Penalty: 5018.444824
	Iteration 95Q: 3 clusters Score -2802305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2802311.250000 Penalty: 5018.444824
	Iteration 96Q: 3 clusters Score -2802311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2802314.250000 Penalty: 5018.444824
	Iteration 97Q: 3 clusters Score -2802314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2802323.000000 Penalty: 5018.444824
	Iteration 98Q: 3 clusters Score -2802323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2802332.000000 Penalty: 5018.444824
	Iteration 99Q: 3 clusters Score -2802332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2802336.000000 Penalty: 5018.444824
	Iteration 100F: 3 clusters Score -2802336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2802338.500000 Penalty: 5018.444824
	Iteration 101Q: 3 clusters Score -2802338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2802348.750000 Penalty: 5018.444824
	Iteration 102Q: 3 clusters Score -2802349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2802353.750000 Penalty: 5018.444824
	Iteration 103Q: 3 clusters Score -2802354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2802354.750000 Penalty: 5018.444824
	Iteration 104Q: 3 clusters Score -2802355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2802351.500000 Penalty: 5018.444824
	Iteration 105Q: 3 clusters Score -2802352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2802364.000000 Penalty: 5018.444824
	Iteration 106Q: 3 clusters Score -2802364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2802366.250000 Penalty: 5018.444824
	Iteration 107Q: 3 clusters Score -2802366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2802368.500000 Penalty: 5018.444824
	Iteration 108Q: 3 clusters Score -2802368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2802365.750000 Penalty: 5018.444824
	Iteration 109Q: 3 clusters Score -2802366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2802366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2802368.250000 Penalty: 5018.444824
	Iteration 111Q: 3 clusters Score -2802368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2802378.500000 Penalty: 5018.444824
	Iteration 112Q: 3 clusters Score -2802378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2802381.500000 Penalty: 5018.444824
	Iteration 113Q: 3 clusters Score -2802382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2802388.250000 Penalty: 5018.444824
	Iteration 114Q: 3 clusters Score -2802388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2802393.500000 Penalty: 5018.444824
	Iteration 115Q: 3 clusters Score -2802394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2802399.750000 Penalty: 5018.444824
	Iteration 116Q: 3 clusters Score -2802400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2802401.000000 Penalty: 5018.444824
	Iteration 117Q: 3 clusters Score -2802401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2802409.000000 Penalty: 5018.444824
	Iteration 118Q: 3 clusters Score -2802409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2802412.750000 Penalty: 5018.444824
	Iteration 119Q: 3 clusters Score -2802413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2802414.250000 Penalty: 5018.444824
	Iteration 120F: 3 clusters Score -2802414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2802424.250000 Penalty: 5018.444824
	Iteration 121Q: 3 clusters Score -2802424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2802424.750000 Penalty: 5018.444824
	Iteration 122Q: 3 clusters Score -2802425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2802423.750000 Penalty: 5018.444824
	Iteration 123Q: 3 clusters Score -2802424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2802423.250000 Penalty: 5018.444824
	Iteration 124Q: 3 clusters Score -2802423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2802424.000000 Penalty: 5018.444824
	Iteration 125Q: 3 clusters Score -2802424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
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Entering Unmasked Estep 
Score: -2802420.500000 Penalty: 5018.444824
	Iteration 126Q: 3 clusters Score -2802420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2802426.750000 Penalty: 5018.444824
	Iteration 127Q: 3 clusters Score -2802427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
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Entering Unmasked Estep 
Score: -2802425.250000 Penalty: 5018.444824
	Iteration 128Q: 3 clusters Score -2802425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2802427.000000 Penalty: 5018.444824
	Iteration 129Q: 3 clusters Score -2802427 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23344 members 
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Entering Unmasked Estep 
Score: -2802433.500000 Penalty: 5018.444824
	Iteration 130Q: 3 clusters Score -2802434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2802436.500000 Penalty: 5018.444824
	Iteration 131Q: 3 clusters Score -2802436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2802447.250000 Penalty: 5018.444824
	Iteration 132Q: 3 clusters Score -2802447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2802443.000000 Penalty: 5018.444824
	Iteration 133Q: 3 clusters Score -2802443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2802440.750000 Penalty: 5018.444824
	Iteration 134Q: 3 clusters Score -2802441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2802441.500000 Penalty: 5018.444824
	Iteration 135Q: 3 clusters Score -2802442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2802452.750000 Penalty: 5018.444824
	Iteration 136Q: 3 clusters Score -2802453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2802455.000000 Penalty: 5018.444824
	Iteration 137Q: 3 clusters Score -2802455 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2802454.000000 Penalty: 5018.444824
	Iteration 138Q: 3 clusters Score -2802454 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2802453.500000 Penalty: 5018.444824
	Iteration 139Q: 3 clusters Score -2802454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2802459.250000 Penalty: 5018.444824
	Iteration 140F: 3 clusters Score -2802459 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2802459.750000 Penalty: 5018.444824
	Iteration 141Q: 3 clusters Score -2802460 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23431 members 
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Entering Unmasked Estep 
Score: -2802462.500000 Penalty: 5018.444824
	Iteration 142Q: 3 clusters Score -2802462 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2802465.000000 Penalty: 5018.444824
	Iteration 143Q: 3 clusters Score -2802465 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23440 members 
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Entering Unmasked Estep 
Score: -2802467.250000 Penalty: 5018.444824
	Iteration 144Q: 3 clusters Score -2802467 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2802466.500000 Penalty: 5018.444824
	Iteration 145Q: 3 clusters Score -2802466 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2802470.000000 Penalty: 5018.444824
	Iteration 146Q: 3 clusters Score -2802470 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23456 members 
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Entering Unmasked Estep 
Score: -2802475.000000 Penalty: 5018.444824
	Iteration 147Q: 3 clusters Score -2802475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2802483.000000 Penalty: 5018.444824
	Iteration 148Q: 3 clusters Score -2802483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2802487.750000 Penalty: 5018.444824
	Iteration 149Q: 3 clusters Score -2802488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2802486.750000 Penalty: 5018.444824
	Iteration 150Q: 3 clusters Score -2802487 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2802495.000000 Penalty: 5018.444824
	Iteration 151Q: 3 clusters Score -2802495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2802498.750000 Penalty: 5018.444824
	Iteration 152Q: 3 clusters Score -2802499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2802501.500000 Penalty: 5018.444824
	Iteration 153Q: 3 clusters Score -2802502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2802511.250000 Penalty: 5018.444824
	Iteration 154Q: 3 clusters Score -2802511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2802520.500000 Penalty: 5018.444824
	Iteration 155Q: 3 clusters Score -2802520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2802521.750000 Penalty: 5018.444824
	Iteration 156Q: 3 clusters Score -2802522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2802523.500000 Penalty: 5018.444824
	Iteration 157Q: 3 clusters Score -2802524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2802524.750000 Penalty: 5018.444824
	Iteration 158Q: 3 clusters Score -2802525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2802524.000000 Penalty: 5018.444824
	Iteration 159Q: 3 clusters Score -2802524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2802521.750000 Penalty: 5018.444824
	Iteration 160F: 3 clusters Score -2802522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -170480.046875 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -170480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -168105.671875 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -168105.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -168623.390625 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -168623.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -168774.312500 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -168774.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -168888.578125 Penalty: 3671.615967
	Iteration 3F: 3 clusters Score -168888.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -169004.890625 Penalty: 3671.615967
	Iteration 4Q: 3 clusters Score -169004.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -169206.875000 Penalty: 3671.615967
	Iteration 5Q: 3 clusters Score -169206.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169534.796875 Penalty: 3671.615967
	Iteration 6F: 3 clusters Score -169534.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -170022.531250 Penalty: 3671.615967
	Iteration 7F: 3 clusters Score -170022.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -170463.609375 Penalty: 3671.615967
	Iteration 8F: 3 clusters Score -170463.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -170592.921875 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -170592.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -170748.281250 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -170748.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -170823.390625 Penalty: 3671.615967
	Iteration 11Q: 3 clusters Score -170823.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -170874.609375 Penalty: 3671.615967
	Iteration 12Q: 3 clusters Score -170874.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170925.625000 Penalty: 3671.615967
	Iteration 13Q: 3 clusters Score -170925.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -171035.765625 Penalty: 3671.615967
	Iteration 14Q: 3 clusters Score -171035.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -171264.671875 Penalty: 3671.615967
	Iteration 15Q: 3 clusters Score -171264.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -171457.703125 Penalty: 3671.615967
	Iteration 16Q: 3 clusters Score -171457.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -171723.625000 Penalty: 3671.615967
	Iteration 17Q: 3 clusters Score -171723.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171927.406250 Penalty: 3671.615967
	Iteration 18Q: 3 clusters Score -171927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -172010.125000 Penalty: 3671.615967
	Iteration 19Q: 3 clusters Score -172010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -172012.843750 Penalty: 3671.615967
	Iteration 20F: 3 clusters Score -172012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 38378 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 135565 members 
Mstep: Class 8 contains 249682 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 10491 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39360 members 
Mstep: Class 13 contains 19394 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35826 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 20 contains 213635 members 
Entering Unmasked Estep 
Score: -88590144.000000 Penalty: 64059.687500
Splitting cluster 2 changes total score from -88590048.000000 to -88590144.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 3 (4313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Entering Unmasked Estep 
Score: -501644.281250 Penalty: 2075.608398
	Iteration 0F: 2 clusters Score -501644.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -497579.875000 Penalty: 4151.216797
	Iteration 0F: 3 clusters Score -497579.9 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -498513.718750 Penalty: 4151.216797
	Iteration 1F: 3 clusters Score -498513.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -498660.343750 Penalty: 4151.216797
	Iteration 2F: 3 clusters Score -498660.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -498746.625000 Penalty: 4151.216797
	Iteration 3Q: 3 clusters Score -498746.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -498797.593750 Penalty: 4151.216797
	Iteration 4Q: 3 clusters Score -498797.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -498833.437500 Penalty: 4151.216797
	Iteration 5Q: 3 clusters Score -498833.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -498856.375000 Penalty: 4151.216797
	Iteration 6Q: 3 clusters Score -498856.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -498872.156250 Penalty: 4151.216797
	Iteration 7Q: 3 clusters Score -498872.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -498884.125000 Penalty: 4151.216797
	Iteration 8Q: 3 clusters Score -498884.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -498894.937500 Penalty: 4151.216797
	Iteration 9Q: 3 clusters Score -498894.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -498906.500000 Penalty: 4151.216797
	Iteration 10Q: 3 clusters Score -498906.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -498919.937500 Penalty: 4151.216797
	Iteration 11Q: 3 clusters Score -498919.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -498930.531250 Penalty: 4151.216797
	Iteration 12Q: 3 clusters Score -498930.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -498944.406250 Penalty: 4151.216797
	Iteration 13Q: 3 clusters Score -498944.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -498953.250000 Penalty: 4151.216797
	Iteration 14Q: 3 clusters Score -498953.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -498965.437500 Penalty: 4151.216797
	Iteration 15Q: 3 clusters Score -498965.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -498977.656250 Penalty: 4151.216797
	Iteration 16Q: 3 clusters Score -498977.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -498991.281250 Penalty: 4151.216797
	Iteration 17Q: 3 clusters Score -498991.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -499003.312500 Penalty: 4151.216797
	Iteration 18Q: 3 clusters Score -499003.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -499011.000000 Penalty: 4151.216797
	Iteration 19Q: 3 clusters Score -499011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -499018.500000 Penalty: 4151.216797
	Iteration 20F: 3 clusters Score -499018.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -499027.406250 Penalty: 4151.216797
	Iteration 21Q: 3 clusters Score -499027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -499036.000000 Penalty: 4151.216797
	Iteration 22Q: 3 clusters Score -499036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -499046.531250 Penalty: 4151.216797
	Iteration 23Q: 3 clusters Score -499046.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -499054.562500 Penalty: 4151.216797
	Iteration 24Q: 3 clusters Score -499054.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -499062.312500 Penalty: 4151.216797
	Iteration 25Q: 3 clusters Score -499062.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -499067.906250 Penalty: 4151.216797
	Iteration 26Q: 3 clusters Score -499067.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -499075.000000 Penalty: 4151.216797
	Iteration 27Q: 3 clusters Score -499075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -499080.437500 Penalty: 4151.216797
	Iteration 28Q: 3 clusters Score -499080.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -499083.625000 Penalty: 4151.216797
	Iteration 29Q: 3 clusters Score -499083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -499088.562500 Penalty: 4151.216797
	Iteration 30Q: 3 clusters Score -499088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -499091.906250 Penalty: 4151.216797
	Iteration 31Q: 3 clusters Score -499091.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -499096.968750 Penalty: 4151.216797
	Iteration 32Q: 3 clusters Score -499097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -499101.156250 Penalty: 4151.216797
	Iteration 33Q: 3 clusters Score -499101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -499105.375000 Penalty: 4151.216797
	Iteration 34Q: 3 clusters Score -499105.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -499112.062500 Penalty: 4151.216797
	Iteration 35Q: 3 clusters Score -499112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -499117.343750 Penalty: 4151.216797
	Iteration 36Q: 3 clusters Score -499117.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -499122.093750 Penalty: 4151.216797
	Iteration 37Q: 3 clusters Score -499122.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -499124.781250 Penalty: 4151.216797
	Iteration 38Q: 3 clusters Score -499124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -499126.937500 Penalty: 4151.216797
	Iteration 39Q: 3 clusters Score -499126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -499127.968750 Penalty: 4151.216797
	Iteration 40F: 3 clusters Score -499128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -499129.531250 Penalty: 4151.216797
	Iteration 41Q: 3 clusters Score -499129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -499130.468750 Penalty: 4151.216797
	Iteration 42Q: 3 clusters Score -499130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -499133.031250 Penalty: 4151.216797
	Iteration 43Q: 3 clusters Score -499133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -499138.312500 Penalty: 4151.216797
	Iteration 44Q: 3 clusters Score -499138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -499141.500000 Penalty: 4151.216797
	Iteration 45Q: 3 clusters Score -499141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -499143.531250 Penalty: 4151.216797
	Iteration 46Q: 3 clusters Score -499143.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -499150.000000 Penalty: 4151.216797
	Iteration 47Q: 3 clusters Score -499150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -499154.312500 Penalty: 4151.216797
	Iteration 48Q: 3 clusters Score -499154.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -499157.625000 Penalty: 4151.216797
	Iteration 49Q: 3 clusters Score -499157.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -499161.343750 Penalty: 4151.216797
	Iteration 50Q: 3 clusters Score -499161.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -499164.250000 Penalty: 4151.216797
	Iteration 51Q: 3 clusters Score -499164.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -499169.312500 Penalty: 4151.216797
	Iteration 52Q: 3 clusters Score -499169.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -499173.656250 Penalty: 4151.216797
	Iteration 53Q: 3 clusters Score -499173.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -499177.625000 Penalty: 4151.216797
	Iteration 54Q: 3 clusters Score -499177.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -499184.281250 Penalty: 4151.216797
	Iteration 55Q: 3 clusters Score -499184.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -499187.750000 Penalty: 4151.216797
	Iteration 56Q: 3 clusters Score -499187.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -499194.312500 Penalty: 4151.216797
	Iteration 57Q: 3 clusters Score -499194.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -499200.750000 Penalty: 4151.216797
	Iteration 58Q: 3 clusters Score -499200.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -499206.437500 Penalty: 4151.216797
	Iteration 59Q: 3 clusters Score -499206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -499212.125000 Penalty: 4151.216797
	Iteration 60F: 3 clusters Score -499212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -499218.625000 Penalty: 4151.216797
	Iteration 61Q: 3 clusters Score -499218.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -499223.250000 Penalty: 4151.216797
	Iteration 62Q: 3 clusters Score -499223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -499229.781250 Penalty: 4151.216797
	Iteration 63Q: 3 clusters Score -499229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -499234.843750 Penalty: 4151.216797
	Iteration 64Q: 3 clusters Score -499234.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -499243.250000 Penalty: 4151.216797
	Iteration 65Q: 3 clusters Score -499243.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -499255.125000 Penalty: 4151.216797
	Iteration 66Q: 3 clusters Score -499255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -499268.375000 Penalty: 4151.216797
	Iteration 67Q: 3 clusters Score -499268.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -499281.906250 Penalty: 4151.216797
	Iteration 68Q: 3 clusters Score -499281.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -499299.187500 Penalty: 4151.216797
	Iteration 69Q: 3 clusters Score -499299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -499309.781250 Penalty: 4151.216797
	Iteration 70Q: 3 clusters Score -499309.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -499324.468750 Penalty: 4151.216797
	Iteration 71Q: 3 clusters Score -499324.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -499344.406250 Penalty: 4151.216797
	Iteration 72Q: 3 clusters Score -499344.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -499358.843750 Penalty: 4151.216797
	Iteration 73Q: 3 clusters Score -499358.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -499371.312500 Penalty: 4151.216797
	Iteration 74Q: 3 clusters Score -499371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -499383.531250 Penalty: 4151.216797
	Iteration 75Q: 3 clusters Score -499383.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -499396.687500 Penalty: 4151.216797
	Iteration 76Q: 3 clusters Score -499396.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -499411.531250 Penalty: 4151.216797
	Iteration 77Q: 3 clusters Score -499411.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -499423.718750 Penalty: 4151.216797
	Iteration 78Q: 3 clusters Score -499423.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -499431.000000 Penalty: 4151.216797
	Iteration 79Q: 3 clusters Score -499431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -499440.843750 Penalty: 4151.216797
	Iteration 80F: 3 clusters Score -499440.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -499453.593750 Penalty: 4151.216797
	Iteration 81Q: 3 clusters Score -499453.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -499471.781250 Penalty: 4151.216797
	Iteration 82Q: 3 clusters Score -499471.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -499482.468750 Penalty: 4151.216797
	Iteration 83Q: 3 clusters Score -499482.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -499495.093750 Penalty: 4151.216797
	Iteration 84Q: 3 clusters Score -499495.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -499501.750000 Penalty: 4151.216797
	Iteration 85Q: 3 clusters Score -499501.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -499510.250000 Penalty: 4151.216797
	Iteration 86Q: 3 clusters Score -499510.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -499520.312500 Penalty: 4151.216797
	Iteration 87Q: 3 clusters Score -499520.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -499536.562500 Penalty: 4151.216797
	Iteration 88Q: 3 clusters Score -499536.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -499547.687500 Penalty: 4151.216797
	Iteration 89Q: 3 clusters Score -499547.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -499558.843750 Penalty: 4151.216797
	Iteration 90Q: 3 clusters Score -499558.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -499569.968750 Penalty: 4151.216797
	Iteration 91Q: 3 clusters Score -499570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -499583.093750 Penalty: 4151.216797
	Iteration 92Q: 3 clusters Score -499583.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -499596.875000 Penalty: 4151.216797
	Iteration 93Q: 3 clusters Score -499596.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -499608.031250 Penalty: 4151.216797
	Iteration 94Q: 3 clusters Score -499608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -499617.687500 Penalty: 4151.216797
	Iteration 95Q: 3 clusters Score -499617.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -499625.343750 Penalty: 4151.216797
	Iteration 96Q: 3 clusters Score -499625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -499630.781250 Penalty: 4151.216797
	Iteration 97Q: 3 clusters Score -499630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -499636.062500 Penalty: 4151.216797
	Iteration 98Q: 3 clusters Score -499636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -499641.718750 Penalty: 4151.216797
	Iteration 99Q: 3 clusters Score -499641.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -499649.625000 Penalty: 4151.216797
	Iteration 100F: 3 clusters Score -499649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -499656.406250 Penalty: 4151.216797
	Iteration 101Q: 3 clusters Score -499656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -499661.843750 Penalty: 4151.216797
	Iteration 102Q: 3 clusters Score -499661.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -499666.750000 Penalty: 4151.216797
	Iteration 103Q: 3 clusters Score -499666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -499673.656250 Penalty: 4151.216797
	Iteration 104Q: 3 clusters Score -499673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -499679.062500 Penalty: 4151.216797
	Iteration 105Q: 3 clusters Score -499679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -499684.250000 Penalty: 4151.216797
	Iteration 106Q: 3 clusters Score -499684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -499694.125000 Penalty: 4151.216797
	Iteration 107Q: 3 clusters Score -499694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -499700.375000 Penalty: 4151.216797
	Iteration 108Q: 3 clusters Score -499700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -499706.406250 Penalty: 4151.216797
	Iteration 109Q: 3 clusters Score -499706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -499710.718750 Penalty: 4151.216797
	Iteration 110Q: 3 clusters Score -499710.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -499718.062500 Penalty: 4151.216797
	Iteration 111Q: 3 clusters Score -499718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -499723.625000 Penalty: 4151.216797
	Iteration 112Q: 3 clusters Score -499723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -499730.500000 Penalty: 4151.216797
	Iteration 113Q: 3 clusters Score -499730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -499735.625000 Penalty: 4151.216797
	Iteration 114Q: 3 clusters Score -499735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -499739.031250 Penalty: 4151.216797
	Iteration 115Q: 3 clusters Score -499739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -499741.125000 Penalty: 4151.216797
	Iteration 116Q: 3 clusters Score -499741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -499744.156250 Penalty: 4151.216797
	Iteration 117Q: 3 clusters Score -499744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -499749.750000 Penalty: 4151.216797
	Iteration 118Q: 3 clusters Score -499749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -499756.062500 Penalty: 4151.216797
	Iteration 119Q: 3 clusters Score -499756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -499762.687500 Penalty: 4151.216797
	Iteration 120F: 3 clusters Score -499762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -499768.031250 Penalty: 4151.216797
	Iteration 121Q: 3 clusters Score -499768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -499772.187500 Penalty: 4151.216797
	Iteration 122Q: 3 clusters Score -499772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -499772.968750 Penalty: 4151.216797
	Iteration 123Q: 3 clusters Score -499773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -499774.062500 Penalty: 4151.216797
	Iteration 124Q: 3 clusters Score -499774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -499774.406250 Penalty: 4151.216797
	Iteration 125Q: 3 clusters Score -499774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -499774.406250 Penalty: 4151.216797
	Iteration 126F: 3 clusters Score -499774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Entering Unmasked Estep 
Score: -4245803.500000 Penalty: 2617.699463
	Iteration 0F: 2 clusters Score -4245804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4219872.500000 Penalty: 5235.398926
	Iteration 0F: 3 clusters Score -4219872 nChanged 17535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4229339.500000 Penalty: 5235.398926
	Iteration 1F: 3 clusters Score -4229340 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4229786.000000 Penalty: 5235.398926
	Iteration 2Q: 3 clusters Score -4229786 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4230226.000000 Penalty: 5235.398926
	Iteration 3Q: 3 clusters Score -4230226 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4230778.000000 Penalty: 5235.398926
	Iteration 4Q: 3 clusters Score -4230778 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4231626.500000 Penalty: 5235.398926
	Iteration 5Q: 3 clusters Score -4231626 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -4232967.500000 Penalty: 5235.398926
	Iteration 6F: 3 clusters Score -4232968 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4235042.000000 Penalty: 5235.398926
	Iteration 7F: 3 clusters Score -4235042 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4237810.500000 Penalty: 5235.398926
	Iteration 8F: 3 clusters Score -4237810 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4240411.500000 Penalty: 5235.398926
	Iteration 9F: 3 clusters Score -4240412 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4242107.000000 Penalty: 5235.398926
	Iteration 10Q: 3 clusters Score -4242107 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4242959.500000 Penalty: 5235.398926
	Iteration 11Q: 3 clusters Score -4242960 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4243267.000000 Penalty: 5235.398926
	Iteration 12Q: 3 clusters Score -4243267 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4243385.000000 Penalty: 5235.398926
	Iteration 13Q: 3 clusters Score -4243385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4243431.000000 Penalty: 5235.398926
	Iteration 14Q: 3 clusters Score -4243431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4243467.000000 Penalty: 5235.398926
	Iteration 15Q: 3 clusters Score -4243467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4243482.500000 Penalty: 5235.398926
	Iteration 16Q: 3 clusters Score -4243482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4243494.000000 Penalty: 5235.398926
	Iteration 17Q: 3 clusters Score -4243494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4243495.500000 Penalty: 5235.398926
	Iteration 18Q: 3 clusters Score -4243496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4243502.000000 Penalty: 5235.398926
	Iteration 19Q: 3 clusters Score -4243502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4243504.000000 Penalty: 5235.398926
	Iteration 20F: 3 clusters Score -4243504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4243514.500000 Penalty: 5235.398926
	Iteration 21Q: 3 clusters Score -4243514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4243522.500000 Penalty: 5235.398926
	Iteration 22Q: 3 clusters Score -4243522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4243521.500000 Penalty: 5235.398926
	Iteration 23Q: 3 clusters Score -4243522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4243524.500000 Penalty: 5235.398926
	Iteration 24Q: 3 clusters Score -4243524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4243524.500000 Penalty: 5235.398926
	Iteration 25F: 3 clusters Score -4243524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -806699.687500 Penalty: 2212.256592
	Iteration 0F: 2 clusters Score -806699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -800626.500000 Penalty: 4424.513184
	Iteration 0F: 3 clusters Score -800626.5 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -802272.750000 Penalty: 4424.513184
	Iteration 1F: 3 clusters Score -802272.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -802626.375000 Penalty: 4424.513184
	Iteration 2F: 3 clusters Score -802626.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -803170.687500 Penalty: 4424.513184
	Iteration 3F: 3 clusters Score -803170.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -803916.187500 Penalty: 4424.513184
	Iteration 4F: 3 clusters Score -803916.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -804724.187500 Penalty: 4424.513184
	Iteration 5F: 3 clusters Score -804724.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -805237.312500 Penalty: 4424.513184
	Iteration 6F: 3 clusters Score -805237.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -805489.062500 Penalty: 4424.513184
	Iteration 7Q: 3 clusters Score -805489.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -805596.812500 Penalty: 4424.513184
	Iteration 8Q: 3 clusters Score -805596.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -805641.812500 Penalty: 4424.513184
	Iteration 9Q: 3 clusters Score -805641.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -805665.750000 Penalty: 4424.513184
	Iteration 10Q: 3 clusters Score -805665.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -805682.375000 Penalty: 4424.513184
	Iteration 11Q: 3 clusters Score -805682.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -805695.000000 Penalty: 4424.513184
	Iteration 12Q: 3 clusters Score -805695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -805702.562500 Penalty: 4424.513184
	Iteration 13Q: 3 clusters Score -805702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -805707.000000 Penalty: 4424.513184
	Iteration 14Q: 3 clusters Score -805707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -805710.062500 Penalty: 4424.513184
	Iteration 15Q: 3 clusters Score -805710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -805713.187500 Penalty: 4424.513184
	Iteration 16Q: 3 clusters Score -805713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -805715.187500 Penalty: 4424.513184
	Iteration 17Q: 3 clusters Score -805715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -805715.812500 Penalty: 4424.513184
	Iteration 18Q: 3 clusters Score -805715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -805718.687500 Penalty: 4424.513184
	Iteration 19Q: 3 clusters Score -805718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -805721.937500 Penalty: 4424.513184
	Iteration 20F: 3 clusters Score -805721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -805723.937500 Penalty: 4424.513184
	Iteration 21Q: 3 clusters Score -805723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -805725.812500 Penalty: 4424.513184
	Iteration 22Q: 3 clusters Score -805725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -805726.312500 Penalty: 4424.513184
	Iteration 23Q: 3 clusters Score -805726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -805727.750000 Penalty: 4424.513184
	Iteration 24Q: 3 clusters Score -805727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -805728.250000 Penalty: 4424.513184
	Iteration 25Q: 3 clusters Score -805728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -805728.250000 Penalty: 4424.513184
	Iteration 26F: 3 clusters Score -805728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -664299.187500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -664299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -658855.187500 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -658855.2 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -660331.500000 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -660331.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -660626.625000 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -660626.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -660843.562500 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -660843.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -661024.187500 Penalty: 4349.752930
	Iteration 4Q: 3 clusters Score -661024.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -661180.312500 Penalty: 4349.752930
	Iteration 5Q: 3 clusters Score -661180.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -661365.500000 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -661365.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -661545.500000 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -661545.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -661721.375000 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -661721.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -661904.062500 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -661904.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -662088.437500 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -662088.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -662295.375000 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -662295.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -662486.375000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -662486.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -662653.375000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -662653.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -662814.375000 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -662814.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -662947.500000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -662947.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -663075.000000 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -663075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -663183.250000 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -663183.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -663280.125000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -663280.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -663359.812500 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -663359.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -663414.312500 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -663414.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -663446.500000 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -663446.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -663468.875000 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -663468.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -663483.000000 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -663483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -663488.500000 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -663488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -663490.625000 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -663490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -663491.812500 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -663491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -663494.437500 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -663494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -663497.937500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -663497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -663499.312500 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -663499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -663500.187500 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -663500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -663500.250000 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -663500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -663500.312500 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -663500.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -663500.312500 Penalty: 4349.752930
	Iteration 33F: 3 clusters Score -663500.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (135565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Entering Unmasked Estep 
Score: -15262029.000000 Penalty: 2930.667236
	Iteration 0F: 2 clusters Score -1.526203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -15171654.000000 Penalty: 5861.334473
	Iteration 0F: 3 clusters Score -1.517165e+07 nChanged 64574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -15208643.000000 Penalty: 5861.334473
	Iteration 1F: 3 clusters Score -1.520864e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -15209694.000000 Penalty: 5861.334473
	Iteration 2Q: 3 clusters Score -1.520969e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -15210877.000000 Penalty: 5861.334473
	Iteration 3Q: 3 clusters Score -1.521088e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -15212398.000000 Penalty: 5861.334473
	Iteration 4Q: 3 clusters Score -1.52124e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -15214200.000000 Penalty: 5861.334473
	Iteration 5Q: 3 clusters Score -1.52142e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -15216133.000000 Penalty: 5861.334473
	Iteration 6Q: 3 clusters Score -1.521613e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -15218697.000000 Penalty: 5861.334473
	Iteration 7Q: 3 clusters Score -1.52187e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -15222163.000000 Penalty: 5861.334473
	Iteration 8Q: 3 clusters Score -1.522216e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -15226821.000000 Penalty: 5861.334473
	Iteration 9F: 3 clusters Score -1.522682e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -15232587.000000 Penalty: 5861.334473
	Iteration 10F: 3 clusters Score -1.523259e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -15238382.000000 Penalty: 5861.334473
	Iteration 11F: 3 clusters Score -1.523838e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -15242435.000000 Penalty: 5861.334473
	Iteration 12Q: 3 clusters Score -1.524244e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -15244622.000000 Penalty: 5861.334473
	Iteration 13Q: 3 clusters Score -1.524462e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -15245863.000000 Penalty: 5861.334473
	Iteration 14Q: 3 clusters Score -1.524586e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -15246667.000000 Penalty: 5861.334473
	Iteration 15Q: 3 clusters Score -1.524667e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -15247239.000000 Penalty: 5861.334473
	Iteration 16Q: 3 clusters Score -1.524724e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 96567 members 
Entering Unmasked Estep 
Score: -15247701.000000 Penalty: 5861.334473
	Iteration 17Q: 3 clusters Score -1.52477e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -15248018.000000 Penalty: 5861.334473
	Iteration 18Q: 3 clusters Score -1.524802e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -15248271.000000 Penalty: 5861.334473
	Iteration 19Q: 3 clusters Score -1.524827e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -15248715.000000 Penalty: 5861.334473
	Iteration 20F: 3 clusters Score -1.524872e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 100307 members 
Entering Unmasked Estep 
Score: -15248973.000000 Penalty: 5861.334473
	Iteration 21Q: 3 clusters Score -1.524897e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -15249134.000000 Penalty: 5861.334473
	Iteration 22Q: 3 clusters Score -1.524913e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -15249378.000000 Penalty: 5861.334473
	Iteration 23Q: 3 clusters Score -1.524938e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -15249545.000000 Penalty: 5861.334473
	Iteration 24Q: 3 clusters Score -1.524954e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -15249638.000000 Penalty: 5861.334473
	Iteration 25Q: 3 clusters Score -1.524964e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -15249806.000000 Penalty: 5861.334473
	Iteration 26Q: 3 clusters Score -1.524981e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -15250011.000000 Penalty: 5861.334473
	Iteration 27Q: 3 clusters Score -1.525001e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -15250160.000000 Penalty: 5861.334473
	Iteration 28Q: 3 clusters Score -1.525016e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -15250252.000000 Penalty: 5861.334473
	Iteration 29Q: 3 clusters Score -1.525025e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -15250444.000000 Penalty: 5861.334473
	Iteration 30Q: 3 clusters Score -1.525044e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 108257 members 
Entering Unmasked Estep 
Score: -15250557.000000 Penalty: 5861.334473
	Iteration 31Q: 3 clusters Score -1.525056e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 109168 members 
Entering Unmasked Estep 
Score: -15250695.000000 Penalty: 5861.334473
	Iteration 32Q: 3 clusters Score -1.52507e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -15250896.000000 Penalty: 5861.334473
	Iteration 33Q: 3 clusters Score -1.52509e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -15251093.000000 Penalty: 5861.334473
	Iteration 34Q: 3 clusters Score -1.525109e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -15251285.000000 Penalty: 5861.334473
	Iteration 35Q: 3 clusters Score -1.525128e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -15251567.000000 Penalty: 5861.334473
	Iteration 36Q: 3 clusters Score -1.525157e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 114432 members 
Entering Unmasked Estep 
Score: -15251824.000000 Penalty: 5861.334473
	Iteration 37Q: 3 clusters Score -1.525182e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 115632 members 
Entering Unmasked Estep 
Score: -15252155.000000 Penalty: 5861.334473
	Iteration 38Q: 3 clusters Score -1.525216e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -15252550.000000 Penalty: 5861.334473
	Iteration 39Q: 3 clusters Score -1.525255e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -15252952.000000 Penalty: 5861.334473
	Iteration 40F: 3 clusters Score -1.525295e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 119662 members 
Entering Unmasked Estep 
Score: -15253501.000000 Penalty: 5861.334473
	Iteration 41Q: 3 clusters Score -1.52535e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -15254014.000000 Penalty: 5861.334473
	Iteration 42Q: 3 clusters Score -1.525401e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -15254578.000000 Penalty: 5861.334473
	Iteration 43Q: 3 clusters Score -1.525458e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 123943 members 
Entering Unmasked Estep 
Score: -15255113.000000 Penalty: 5861.334473
	Iteration 44Q: 3 clusters Score -1.525511e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -15255710.000000 Penalty: 5861.334473
	Iteration 45Q: 3 clusters Score -1.525571e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -15256182.000000 Penalty: 5861.334473
	Iteration 46Q: 3 clusters Score -1.525618e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 127742 members 
Entering Unmasked Estep 
Score: -15256626.000000 Penalty: 5861.334473
	Iteration 47Q: 3 clusters Score -1.525663e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -15257099.000000 Penalty: 5861.334473
	Iteration 48Q: 3 clusters Score -1.52571e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -15257580.000000 Penalty: 5861.334473
	Iteration 49Q: 3 clusters Score -1.525758e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 130658 members 
Entering Unmasked Estep 
Score: -15257933.000000 Penalty: 5861.334473
	Iteration 50Q: 3 clusters Score -1.525793e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -15258301.000000 Penalty: 5861.334473
	Iteration 51Q: 3 clusters Score -1.52583e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 131982 members 
Entering Unmasked Estep 
Score: -15258531.000000 Penalty: 5861.334473
	Iteration 52Q: 3 clusters Score -1.525853e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 132513 members 
Entering Unmasked Estep 
Score: -15258782.000000 Penalty: 5861.334473
	Iteration 53Q: 3 clusters Score -1.525878e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -15258931.000000 Penalty: 5861.334473
	Iteration 54Q: 3 clusters Score -1.525893e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -15259071.000000 Penalty: 5861.334473
	Iteration 55Q: 3 clusters Score -1.525907e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -15259215.000000 Penalty: 5861.334473
	Iteration 56Q: 3 clusters Score -1.525922e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -15259316.000000 Penalty: 5861.334473
	Iteration 57Q: 3 clusters Score -1.525932e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 133923 members 
Entering Unmasked Estep 
Score: -15259381.000000 Penalty: 5861.334473
	Iteration 58Q: 3 clusters Score -1.525938e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 134068 members 
Entering Unmasked Estep 
Score: -15259424.000000 Penalty: 5861.334473
	Iteration 59Q: 3 clusters Score -1.525942e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 134174 members 
Entering Unmasked Estep 
Score: -15259447.000000 Penalty: 5861.334473
	Iteration 60F: 3 clusters Score -1.525945e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 134259 members 
Entering Unmasked Estep 
Score: -15259459.000000 Penalty: 5861.334473
	Iteration 61Q: 3 clusters Score -1.525946e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -15259517.000000 Penalty: 5861.334473
	Iteration 62Q: 3 clusters Score -1.525952e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -15259550.000000 Penalty: 5861.334473
	Iteration 63Q: 3 clusters Score -1.525955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 134438 members 
Entering Unmasked Estep 
Score: -15259560.000000 Penalty: 5861.334473
	Iteration 64Q: 3 clusters Score -1.525956e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 134477 members 
Entering Unmasked Estep 
Score: -15259585.000000 Penalty: 5861.334473
	Iteration 65Q: 3 clusters Score -1.525958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 134499 members 
Entering Unmasked Estep 
Score: -15259574.000000 Penalty: 5861.334473
	Iteration 66Q: 3 clusters Score -1.525957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -15259586.000000 Penalty: 5861.334473
	Iteration 67Q: 3 clusters Score -1.525959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 134531 members 
Entering Unmasked Estep 
Score: -15259585.000000 Penalty: 5861.334473
	Iteration 68Q: 3 clusters Score -1.525958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 134545 members 
Entering Unmasked Estep 
Score: -15259581.000000 Penalty: 5861.334473
	Iteration 69Q: 3 clusters Score -1.525958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 134560 members 
Entering Unmasked Estep 
Score: -15259576.000000 Penalty: 5861.334473
	Iteration 70Q: 3 clusters Score -1.525958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 134568 members 
Entering Unmasked Estep 
Score: -15259585.000000 Penalty: 5861.334473
	Iteration 71Q: 3 clusters Score -1.525958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 134580 members 
Entering Unmasked Estep 
Score: -15259586.000000 Penalty: 5861.334473
	Iteration 72Q: 3 clusters Score -1.525959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -15259589.000000 Penalty: 5861.334473
	Iteration 73Q: 3 clusters Score -1.525959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 134604 members 
Entering Unmasked Estep 
Score: -15259601.000000 Penalty: 5861.334473
	Iteration 74Q: 3 clusters Score -1.52596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 134606 members 
Entering Unmasked Estep 
Score: -15259591.000000 Penalty: 5861.334473
	Iteration 75Q: 3 clusters Score -1.525959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 134609 members 
Entering Unmasked Estep 
Score: -15259593.000000 Penalty: 5861.334473
	Iteration 76Q: 3 clusters Score -1.525959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 134611 members 
Entering Unmasked Estep 
Score: -15259596.000000 Penalty: 5861.334473
	Iteration 77Q: 3 clusters Score -1.52596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 134611 members 
Entering Unmasked Estep 
Score: -15259596.000000 Penalty: 5861.334473
	Iteration 78F: 3 clusters Score -1.52596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (249682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249682 members 
Entering Unmasked Estep 
Score: -28133394.000000 Penalty: 3082.129883
	Iteration 0F: 2 clusters Score -2.813339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 124570 members 
Entering Unmasked Estep 
Score: -27976958.000000 Penalty: 6164.259766
	Iteration 0F: 3 clusters Score -2.797696e+07 nChanged 120659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -28048000.000000 Penalty: 6164.259766
	Iteration 1F: 3 clusters Score -2.8048e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131286 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -28048626.000000 Penalty: 6164.259766
	Iteration 2Q: 3 clusters Score -2.804863e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135202 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -28049696.000000 Penalty: 6164.259766
	Iteration 3Q: 3 clusters Score -2.80497e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141274 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -28051414.000000 Penalty: 6164.259766
	Iteration 4Q: 3 clusters Score -2.805141e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -28055322.000000 Penalty: 6164.259766
	Iteration 5Q: 3 clusters Score -2.805532e+07 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -28062776.000000 Penalty: 6164.259766
	Iteration 6F: 3 clusters Score -2.806278e+07 nChanged 19012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183133 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -28076166.000000 Penalty: 6164.259766
	Iteration 7F: 3 clusters Score -2.807617e+07 nChanged 22427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205556 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -28096410.000000 Penalty: 6164.259766
	Iteration 8F: 3 clusters Score -2.809641e+07 nChanged 21209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226763 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -28115754.000000 Penalty: 6164.259766
	Iteration 9F: 3 clusters Score -2.811575e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240701 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -28124974.000000 Penalty: 6164.259766
	Iteration 10F: 3 clusters Score -2.812497e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246695 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -28128550.000000 Penalty: 6164.259766
	Iteration 11Q: 3 clusters Score -2.812855e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248649 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -28129914.000000 Penalty: 6164.259766
	Iteration 12Q: 3 clusters Score -2.812991e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249188 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -28130296.000000 Penalty: 6164.259766
	Iteration 13Q: 3 clusters Score -2.81303e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249337 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28130428.000000 Penalty: 6164.259766
	Iteration 14Q: 3 clusters Score -2.813043e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249398 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28130512.000000 Penalty: 6164.259766
	Iteration 15Q: 3 clusters Score -2.813051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249429 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28130528.000000 Penalty: 6164.259766
	Iteration 16Q: 3 clusters Score -2.813053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249441 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28130588.000000 Penalty: 6164.259766
	Iteration 17Q: 3 clusters Score -2.813059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249443 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28130614.000000 Penalty: 6164.259766
	Iteration 18Q: 3 clusters Score -2.813061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249446 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28130618.000000 Penalty: 6164.259766
	Iteration 19Q: 3 clusters Score -2.813062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249447 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28130606.000000 Penalty: 6164.259766
	Iteration 20F: 3 clusters Score -2.813061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249455 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28130618.000000 Penalty: 6164.259766
	Iteration 21Q: 3 clusters Score -2.813062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249457 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28130636.000000 Penalty: 6164.259766
	Iteration 22Q: 3 clusters Score -2.813064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249457 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28130636.000000 Penalty: 6164.259766
	Iteration 23Q: 3 clusters Score -2.813064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249458 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28130626.000000 Penalty: 6164.259766
	Iteration 24Q: 3 clusters Score -2.813063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249456 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28130620.000000 Penalty: 6164.259766
	Iteration 25Q: 3 clusters Score -2.813062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249455 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28130636.000000 Penalty: 6164.259766
	Iteration 26Q: 3 clusters Score -2.813064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249455 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28130636.000000 Penalty: 6164.259766
	Iteration 27F: 3 clusters Score -2.813064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Entering Unmasked Estep 
Score: -892997.312500 Penalty: 2225.893555
	Iteration 0F: 2 clusters Score -892997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -886663.250000 Penalty: 4451.787109
	Iteration 0F: 3 clusters Score -886663.2 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -888358.312500 Penalty: 4451.787109
	Iteration 1F: 3 clusters Score -888358.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -888620.562500 Penalty: 4451.787109
	Iteration 2F: 3 clusters Score -888620.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -888803.562500 Penalty: 4451.787109
	Iteration 3F: 3 clusters Score -888803.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -888968.750000 Penalty: 4451.787109
	Iteration 4Q: 3 clusters Score -888968.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -889132.250000 Penalty: 4451.787109
	Iteration 5Q: 3 clusters Score -889132.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -889285.125000 Penalty: 4451.787109
	Iteration 6Q: 3 clusters Score -889285.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -889465.312500 Penalty: 4451.787109
	Iteration 7Q: 3 clusters Score -889465.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -889626.875000 Penalty: 4451.787109
	Iteration 8Q: 3 clusters Score -889626.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -889812.250000 Penalty: 4451.787109
	Iteration 9Q: 3 clusters Score -889812.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -890026.125000 Penalty: 4451.787109
	Iteration 10Q: 3 clusters Score -890026.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -890238.250000 Penalty: 4451.787109
	Iteration 11Q: 3 clusters Score -890238.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -890453.812500 Penalty: 4451.787109
	Iteration 12Q: 3 clusters Score -890453.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -890624.562500 Penalty: 4451.787109
	Iteration 13Q: 3 clusters Score -890624.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -890758.500000 Penalty: 4451.787109
	Iteration 14Q: 3 clusters Score -890758.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -890850.750000 Penalty: 4451.787109
	Iteration 15Q: 3 clusters Score -890850.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -890928.125000 Penalty: 4451.787109
	Iteration 16Q: 3 clusters Score -890928.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -890977.187500 Penalty: 4451.787109
	Iteration 17Q: 3 clusters Score -890977.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -891012.562500 Penalty: 4451.787109
	Iteration 18Q: 3 clusters Score -891012.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -891036.812500 Penalty: 4451.787109
	Iteration 19Q: 3 clusters Score -891036.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -891057.125000 Penalty: 4451.787109
	Iteration 20F: 3 clusters Score -891057.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -891073.000000 Penalty: 4451.787109
	Iteration 21Q: 3 clusters Score -891073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -891087.562500 Penalty: 4451.787109
	Iteration 22Q: 3 clusters Score -891087.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -891093.937500 Penalty: 4451.787109
	Iteration 23Q: 3 clusters Score -891093.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -891098.687500 Penalty: 4451.787109
	Iteration 24Q: 3 clusters Score -891098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -891103.625000 Penalty: 4451.787109
	Iteration 25Q: 3 clusters Score -891103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -891106.937500 Penalty: 4451.787109
	Iteration 26Q: 3 clusters Score -891106.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -891109.812500 Penalty: 4451.787109
	Iteration 27Q: 3 clusters Score -891109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -891112.687500 Penalty: 4451.787109
	Iteration 28Q: 3 clusters Score -891112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -891116.062500 Penalty: 4451.787109
	Iteration 29Q: 3 clusters Score -891116.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -891115.875000 Penalty: 4451.787109
	Iteration 30Q: 3 clusters Score -891115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -891117.875000 Penalty: 4451.787109
	Iteration 31Q: 3 clusters Score -891117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -891117.875000 Penalty: 4451.787109
	Iteration 32F: 3 clusters Score -891117.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Entering Unmasked Estep 
Score: -1198635.125000 Penalty: 2296.051758
	Iteration 0F: 2 clusters Score -1198635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1190606.125000 Penalty: 4592.103516
	Iteration 0F: 3 clusters Score -1190606 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1192950.250000 Penalty: 4592.103516
	Iteration 1F: 3 clusters Score -1192950 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1193294.000000 Penalty: 4592.103516
	Iteration 2F: 3 clusters Score -1193294 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1193531.125000 Penalty: 4592.103516
	Iteration 3F: 3 clusters Score -1193531 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1193722.000000 Penalty: 4592.103516
	Iteration 4Q: 3 clusters Score -1193722 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1193894.000000 Penalty: 4592.103516
	Iteration 5Q: 3 clusters Score -1193894 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1194038.625000 Penalty: 4592.103516
	Iteration 6Q: 3 clusters Score -1194039 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1194203.375000 Penalty: 4592.103516
	Iteration 7Q: 3 clusters Score -1194203 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1194404.500000 Penalty: 4592.103516
	Iteration 8Q: 3 clusters Score -1194404 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1194611.250000 Penalty: 4592.103516
	Iteration 9Q: 3 clusters Score -1194611 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1194815.500000 Penalty: 4592.103516
	Iteration 10Q: 3 clusters Score -1194816 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1195020.375000 Penalty: 4592.103516
	Iteration 11Q: 3 clusters Score -1195020 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1195217.375000 Penalty: 4592.103516
	Iteration 12Q: 3 clusters Score -1195217 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1195390.500000 Penalty: 4592.103516
	Iteration 13Q: 3 clusters Score -1195390 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1195550.000000 Penalty: 4592.103516
	Iteration 14Q: 3 clusters Score -1195550 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1195722.500000 Penalty: 4592.103516
	Iteration 15Q: 3 clusters Score -1195722 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1195878.375000 Penalty: 4592.103516
	Iteration 16Q: 3 clusters Score -1195878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1195983.375000 Penalty: 4592.103516
	Iteration 17Q: 3 clusters Score -1195983 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1196070.750000 Penalty: 4592.103516
	Iteration 18Q: 3 clusters Score -1196071 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1196138.875000 Penalty: 4592.103516
	Iteration 19Q: 3 clusters Score -1196139 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1196197.125000 Penalty: 4592.103516
	Iteration 20F: 3 clusters Score -1196197 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1196262.750000 Penalty: 4592.103516
	Iteration 21Q: 3 clusters Score -1196263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1196317.875000 Penalty: 4592.103516
	Iteration 22Q: 3 clusters Score -1196318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1196373.750000 Penalty: 4592.103516
	Iteration 23Q: 3 clusters Score -1196374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1196419.000000 Penalty: 4592.103516
	Iteration 24Q: 3 clusters Score -1196419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1196457.500000 Penalty: 4592.103516
	Iteration 25Q: 3 clusters Score -1196458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1196498.500000 Penalty: 4592.103516
	Iteration 26Q: 3 clusters Score -1196498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1196533.000000 Penalty: 4592.103516
	Iteration 27Q: 3 clusters Score -1196533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1196552.375000 Penalty: 4592.103516
	Iteration 28Q: 3 clusters Score -1196552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1196568.250000 Penalty: 4592.103516
	Iteration 29Q: 3 clusters Score -1196568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1196578.250000 Penalty: 4592.103516
	Iteration 30Q: 3 clusters Score -1196578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1196589.125000 Penalty: 4592.103516
	Iteration 31Q: 3 clusters Score -1196589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1196603.125000 Penalty: 4592.103516
	Iteration 32Q: 3 clusters Score -1196603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1196611.375000 Penalty: 4592.103516
	Iteration 33Q: 3 clusters Score -1196611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1196616.375000 Penalty: 4592.103516
	Iteration 34Q: 3 clusters Score -1196616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1196621.250000 Penalty: 4592.103516
	Iteration 35Q: 3 clusters Score -1196621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1196622.375000 Penalty: 4592.103516
	Iteration 36Q: 3 clusters Score -1196622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1196626.250000 Penalty: 4592.103516
	Iteration 37Q: 3 clusters Score -1196626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1196627.250000 Penalty: 4592.103516
	Iteration 38Q: 3 clusters Score -1196627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1196631.000000 Penalty: 4592.103516
	Iteration 39Q: 3 clusters Score -1196631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1196635.375000 Penalty: 4592.103516
	Iteration 40F: 3 clusters Score -1196635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1196638.875000 Penalty: 4592.103516
	Iteration 41Q: 3 clusters Score -1196639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1196645.625000 Penalty: 4592.103516
	Iteration 42Q: 3 clusters Score -1196646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1196653.125000 Penalty: 4592.103516
	Iteration 43Q: 3 clusters Score -1196653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1196658.000000 Penalty: 4592.103516
	Iteration 44Q: 3 clusters Score -1196658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1196660.375000 Penalty: 4592.103516
	Iteration 45Q: 3 clusters Score -1196660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1196661.125000 Penalty: 4592.103516
	Iteration 46Q: 3 clusters Score -1196661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1196659.375000 Penalty: 4592.103516
	Iteration 47Q: 3 clusters Score -1196659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1196659.375000 Penalty: 4592.103516
	Iteration 48F: 3 clusters Score -1196659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -38869.996094 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -38870 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 211 members 
Entering Unmasked Estep 
Score: -37478.652344 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37478.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37616.253906 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -37616.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37664.585938 Penalty: 2964.270020
	Iteration 2Q: 3 clusters Score -37664.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37688.878906 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -37688.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37706.292969 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -37706.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37722.542969 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -37722.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37722.542969 Penalty: 2964.270020
	Iteration 6F: 3 clusters Score -37722.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Entering Unmasked Estep 
Score: -4477876.500000 Penalty: 2623.965332
	Iteration 0F: 2 clusters Score -4477876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4451282.000000 Penalty: 5247.930664
	Iteration 0F: 3 clusters Score -4451282 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4460860.000000 Penalty: 5247.930664
	Iteration 1F: 3 clusters Score -4460860 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4461334.500000 Penalty: 5247.930664
	Iteration 2Q: 3 clusters Score -4461334 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4461702.000000 Penalty: 5247.930664
	Iteration 3Q: 3 clusters Score -4461702 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4462040.000000 Penalty: 5247.930664
	Iteration 4Q: 3 clusters Score -4462040 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4462387.500000 Penalty: 5247.930664
	Iteration 5Q: 3 clusters Score -4462388 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4462783.000000 Penalty: 5247.930664
	Iteration 6Q: 3 clusters Score -4462783 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4463285.500000 Penalty: 5247.930664
	Iteration 7Q: 3 clusters Score -4463286 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4464029.500000 Penalty: 5247.930664
	Iteration 8Q: 3 clusters Score -4464030 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -4465150.500000 Penalty: 5247.930664
	Iteration 9F: 3 clusters Score -4465150 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4466815.000000 Penalty: 5247.930664
	Iteration 10F: 3 clusters Score -4466815 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4468922.500000 Penalty: 5247.930664
	Iteration 11F: 3 clusters Score -4468922 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4471068.000000 Penalty: 5247.930664
	Iteration 12F: 3 clusters Score -4471068 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4472745.500000 Penalty: 5247.930664
	Iteration 13Q: 3 clusters Score -4472746 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4473917.000000 Penalty: 5247.930664
	Iteration 14Q: 3 clusters Score -4473917 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4474636.500000 Penalty: 5247.930664
	Iteration 15Q: 3 clusters Score -4474636 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4475077.500000 Penalty: 5247.930664
	Iteration 16Q: 3 clusters Score -4475078 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4475317.500000 Penalty: 5247.930664
	Iteration 17Q: 3 clusters Score -4475318 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4475477.000000 Penalty: 5247.930664
	Iteration 18Q: 3 clusters Score -4475477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4475578.500000 Penalty: 5247.930664
	Iteration 19Q: 3 clusters Score -4475578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4475630.000000 Penalty: 5247.930664
	Iteration 20F: 3 clusters Score -4475630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4475683.000000 Penalty: 5247.930664
	Iteration 21Q: 3 clusters Score -4475683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4475726.500000 Penalty: 5247.930664
	Iteration 22Q: 3 clusters Score -4475726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4475752.500000 Penalty: 5247.930664
	Iteration 23Q: 3 clusters Score -4475752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4475761.500000 Penalty: 5247.930664
	Iteration 24Q: 3 clusters Score -4475762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4475781.500000 Penalty: 5247.930664
	Iteration 25Q: 3 clusters Score -4475782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4475802.000000 Penalty: 5247.930664
	Iteration 26Q: 3 clusters Score -4475802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4475807.000000 Penalty: 5247.930664
	Iteration 27Q: 3 clusters Score -4475807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4475814.500000 Penalty: 5247.930664
	Iteration 28Q: 3 clusters Score -4475814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4475815.000000 Penalty: 5247.930664
	Iteration 29Q: 3 clusters Score -4475815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4475825.000000 Penalty: 5247.930664
	Iteration 30Q: 3 clusters Score -4475825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4475827.000000 Penalty: 5247.930664
	Iteration 31Q: 3 clusters Score -4475827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4475831.500000 Penalty: 5247.930664
	Iteration 32Q: 3 clusters Score -4475832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4475835.000000 Penalty: 5247.930664
	Iteration 33Q: 3 clusters Score -4475835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4475835.000000 Penalty: 5247.930664
	Iteration 34Q: 3 clusters Score -4475835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4475837.000000 Penalty: 5247.930664
	Iteration 35Q: 3 clusters Score -4475837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4475832.000000 Penalty: 5247.930664
	Iteration 36Q: 3 clusters Score -4475832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4475839.000000 Penalty: 5247.930664
	Iteration 37Q: 3 clusters Score -4475839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4475839.000000 Penalty: 5247.930664
	Iteration 38F: 3 clusters Score -4475839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Entering Unmasked Estep 
Score: -2192336.750000 Penalty: 2448.434326
	Iteration 0F: 2 clusters Score -2192337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2178533.000000 Penalty: 4896.868652
	Iteration 0F: 3 clusters Score -2178533 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2183048.250000 Penalty: 4896.868652
	Iteration 1F: 3 clusters Score -2183048 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2183623.250000 Penalty: 4896.868652
	Iteration 2F: 3 clusters Score -2183623 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2184322.500000 Penalty: 4896.868652
	Iteration 3F: 3 clusters Score -2184322 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2185106.250000 Penalty: 4896.868652
	Iteration 4F: 3 clusters Score -2185106 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2186085.500000 Penalty: 4896.868652
	Iteration 5F: 3 clusters Score -2186086 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2187054.750000 Penalty: 4896.868652
	Iteration 6F: 3 clusters Score -2187055 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2187920.250000 Penalty: 4896.868652
	Iteration 7F: 3 clusters Score -2187920 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2188624.750000 Penalty: 4896.868652
	Iteration 8F: 3 clusters Score -2188625 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2189130.500000 Penalty: 4896.868652
	Iteration 9Q: 3 clusters Score -2189130 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2189524.500000 Penalty: 4896.868652
	Iteration 10Q: 3 clusters Score -2189524 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2189813.750000 Penalty: 4896.868652
	Iteration 11Q: 3 clusters Score -2189814 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2190035.500000 Penalty: 4896.868652
	Iteration 12Q: 3 clusters Score -2190036 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2190172.250000 Penalty: 4896.868652
	Iteration 13Q: 3 clusters Score -2190172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2190270.750000 Penalty: 4896.868652
	Iteration 14Q: 3 clusters Score -2190271 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2190350.750000 Penalty: 4896.868652
	Iteration 15Q: 3 clusters Score -2190351 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2190415.250000 Penalty: 4896.868652
	Iteration 16Q: 3 clusters Score -2190415 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2190480.000000 Penalty: 4896.868652
	Iteration 17Q: 3 clusters Score -2190480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2190550.250000 Penalty: 4896.868652
	Iteration 18Q: 3 clusters Score -2190550 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2190627.000000 Penalty: 4896.868652
	Iteration 19Q: 3 clusters Score -2190627 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2190689.000000 Penalty: 4896.868652
	Iteration 20F: 3 clusters Score -2190689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2190716.250000 Penalty: 4896.868652
	Iteration 21Q: 3 clusters Score -2190716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2190731.000000 Penalty: 4896.868652
	Iteration 22Q: 3 clusters Score -2190731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2190744.000000 Penalty: 4896.868652
	Iteration 23Q: 3 clusters Score -2190744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2190747.750000 Penalty: 4896.868652
	Iteration 24Q: 3 clusters Score -2190748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2190757.500000 Penalty: 4896.868652
	Iteration 25Q: 3 clusters Score -2190758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2190764.000000 Penalty: 4896.868652
	Iteration 26Q: 3 clusters Score -2190764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2190768.000000 Penalty: 4896.868652
	Iteration 27Q: 3 clusters Score -2190768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2190774.250000 Penalty: 4896.868652
	Iteration 28Q: 3 clusters Score -2190774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2190770.250000 Penalty: 4896.868652
	Iteration 29Q: 3 clusters Score -2190770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2190771.750000 Penalty: 4896.868652
	Iteration 30Q: 3 clusters Score -2190772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2190771.000000 Penalty: 4896.868652
	Iteration 31Q: 3 clusters Score -2190771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2190772.750000 Penalty: 4896.868652
	Iteration 32Q: 3 clusters Score -2190773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2190774.250000 Penalty: 4896.868652
	Iteration 33Q: 3 clusters Score -2190774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2190772.000000 Penalty: 4896.868652
	Iteration 34Q: 3 clusters Score -2190772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2190775.250000 Penalty: 4896.868652
	Iteration 35Q: 3 clusters Score -2190775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2190775.250000 Penalty: 4896.868652
	Iteration 36F: 3 clusters Score -2190775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 470 members 
Entering Unmasked Estep 
Score: -97563.851562 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97563.85 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97913.476562 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97913.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98094.898438 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -98094.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98270.945312 Penalty: 3415.212646
	Iteration 3F: 3 clusters Score -98270.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98460.640625 Penalty: 3415.212646
	Iteration 4F: 3 clusters Score -98460.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98812.257812 Penalty: 3415.212646
	Iteration 5F: 3 clusters Score -98812.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99222.718750 Penalty: 3415.212646
	Iteration 6F: 3 clusters Score -99222.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99765.187500 Penalty: 3415.212646
	Iteration 7F: 3 clusters Score -99765.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99867.437500 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -99867.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99919.257812 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -99919.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99959.593750 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -99959.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99975.742188 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -99975.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99990.867188 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -99990.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100012.601562 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -100012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 15F: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 38378 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 135565 members 
Mstep: Class 8 contains 249682 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 10491 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39360 members 
Mstep: Class 13 contains 19394 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 35826 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 20 contains 213635 members 
Entering Unmasked Estep 
Score: -88588992.000000 Penalty: 67431.250000
Splitting cluster 14 changes total score from -88590048.000000 to -88588992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (35826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Entering Unmasked Estep 
Score: -4068538.500000 Penalty: 2600.634521
	Iteration 0F: 2 clusters Score -4068538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4044170.500000 Penalty: 5201.269043
	Iteration 0F: 3 clusters Score -4044170 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4053074.500000 Penalty: 5201.269043
	Iteration 1F: 3 clusters Score -4053074 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4053926.250000 Penalty: 5201.269043
	Iteration 2Q: 3 clusters Score -4053926 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -4055011.750000 Penalty: 5201.269043
	Iteration 3Q: 3 clusters Score -4055012 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4056078.250000 Penalty: 5201.269043
	Iteration 4F: 3 clusters Score -4056078 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4057131.500000 Penalty: 5201.269043
	Iteration 5Q: 3 clusters Score -4057132 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4058276.000000 Penalty: 5201.269043
	Iteration 6F: 3 clusters Score -4058276 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4059417.000000 Penalty: 5201.269043
	Iteration 7Q: 3 clusters Score -4059417 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4060596.000000 Penalty: 5201.269043
	Iteration 8Q: 3 clusters Score -4060596 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4061605.250000 Penalty: 5201.269043
	Iteration 9Q: 3 clusters Score -4061605 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4062567.500000 Penalty: 5201.269043
	Iteration 10Q: 3 clusters Score -4062568 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4063383.500000 Penalty: 5201.269043
	Iteration 11Q: 3 clusters Score -4063384 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4064011.000000 Penalty: 5201.269043
	Iteration 12Q: 3 clusters Score -4064011 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4064520.250000 Penalty: 5201.269043
	Iteration 13Q: 3 clusters Score -4064520 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4064971.000000 Penalty: 5201.269043
	Iteration 14Q: 3 clusters Score -4064971 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4065349.000000 Penalty: 5201.269043
	Iteration 15Q: 3 clusters Score -4065349 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4065576.000000 Penalty: 5201.269043
	Iteration 16Q: 3 clusters Score -4065576 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4065752.500000 Penalty: 5201.269043
	Iteration 17Q: 3 clusters Score -4065752 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4065885.250000 Penalty: 5201.269043
	Iteration 18Q: 3 clusters Score -4065885 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4065983.250000 Penalty: 5201.269043
	Iteration 19Q: 3 clusters Score -4065983 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4066047.500000 Penalty: 5201.269043
	Iteration 20F: 3 clusters Score -4066048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4066107.000000 Penalty: 5201.269043
	Iteration 21Q: 3 clusters Score -4066107 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4066160.250000 Penalty: 5201.269043
	Iteration 22Q: 3 clusters Score -4066160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4066189.000000 Penalty: 5201.269043
	Iteration 23Q: 3 clusters Score -4066189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4066216.750000 Penalty: 5201.269043
	Iteration 24Q: 3 clusters Score -4066217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -4066234.500000 Penalty: 5201.269043
	Iteration 25Q: 3 clusters Score -4066234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4066254.500000 Penalty: 5201.269043
	Iteration 26Q: 3 clusters Score -4066254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4066275.250000 Penalty: 5201.269043
	Iteration 27Q: 3 clusters Score -4066275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4066283.750000 Penalty: 5201.269043
	Iteration 28Q: 3 clusters Score -4066284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4066294.750000 Penalty: 5201.269043
	Iteration 29Q: 3 clusters Score -4066295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4066306.500000 Penalty: 5201.269043
	Iteration 30Q: 3 clusters Score -4066306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4066306.250000 Penalty: 5201.269043
	Iteration 31Q: 3 clusters Score -4066306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4066322.000000 Penalty: 5201.269043
	Iteration 32Q: 3 clusters Score -4066322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4066329.250000 Penalty: 5201.269043
	Iteration 33Q: 3 clusters Score -4066329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4066336.750000 Penalty: 5201.269043
	Iteration 34Q: 3 clusters Score -4066337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4066344.000000 Penalty: 5201.269043
	Iteration 35Q: 3 clusters Score -4066344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4066347.750000 Penalty: 5201.269043
	Iteration 36Q: 3 clusters Score -4066348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -4066347.250000 Penalty: 5201.269043
	Iteration 37Q: 3 clusters Score -4066347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -4066351.750000 Penalty: 5201.269043
	Iteration 38Q: 3 clusters Score -4066352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4066358.250000 Penalty: 5201.269043
	Iteration 39Q: 3 clusters Score -4066358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4066359.500000 Penalty: 5201.269043
	Iteration 40F: 3 clusters Score -4066360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4066366.750000 Penalty: 5201.269043
	Iteration 41Q: 3 clusters Score -4066367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4066369.500000 Penalty: 5201.269043
	Iteration 42Q: 3 clusters Score -4066370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4066369.000000 Penalty: 5201.269043
	Iteration 43Q: 3 clusters Score -4066369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4066372.000000 Penalty: 5201.269043
	Iteration 44Q: 3 clusters Score -4066372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4066371.750000 Penalty: 5201.269043
	Iteration 45Q: 3 clusters Score -4066372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -4066371.000000 Penalty: 5201.269043
	Iteration 46Q: 3 clusters Score -4066371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4066375.500000 Penalty: 5201.269043
	Iteration 47Q: 3 clusters Score -4066376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4066374.750000 Penalty: 5201.269043
	Iteration 48Q: 3 clusters Score -4066375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4066379.000000 Penalty: 5201.269043
	Iteration 49Q: 3 clusters Score -4066379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4066379.250000 Penalty: 5201.269043
	Iteration 50Q: 3 clusters Score -4066379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4066383.750000 Penalty: 5201.269043
	Iteration 51Q: 3 clusters Score -4066384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4066388.750000 Penalty: 5201.269043
	Iteration 52Q: 3 clusters Score -4066389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4066391.500000 Penalty: 5201.269043
	Iteration 53Q: 3 clusters Score -4066392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4066395.500000 Penalty: 5201.269043
	Iteration 54Q: 3 clusters Score -4066396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4066392.500000 Penalty: 5201.269043
	Iteration 55Q: 3 clusters Score -4066392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4066394.750000 Penalty: 5201.269043
	Iteration 56Q: 3 clusters Score -4066395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4066398.000000 Penalty: 5201.269043
	Iteration 57Q: 3 clusters Score -4066398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4066398.000000 Penalty: 5201.269043
	Iteration 58Q: 3 clusters Score -4066398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4066396.500000 Penalty: 5201.269043
	Iteration 59Q: 3 clusters Score -4066396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4066398.750000 Penalty: 5201.269043
	Iteration 60F: 3 clusters Score -4066399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -102983.007812 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -102983 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 456 members 
Entering Unmasked Estep 
Score: -101081.984375 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -101082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101321.804688 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -101321.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101393.039062 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -101393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101429.523438 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -101429.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101450.812500 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -101450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101468.789062 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -101468.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101477.164062 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -101477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101483.773438 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -101483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101487.937500 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -101487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101490.492188 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -101490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101494.460938 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -101494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101495.835938 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -101495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101495.835938 Penalty: 3388.113770
	Iteration 12F: 3 clusters Score -101495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -576719.937500 Penalty: 2108.263672
	Iteration 0F: 2 clusters Score -576719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -572269.750000 Penalty: 4216.527344
	Iteration 0F: 3 clusters Score -572269.8 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -573341.562500 Penalty: 4216.527344
	Iteration 1F: 3 clusters Score -573341.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -573543.375000 Penalty: 4216.527344
	Iteration 2F: 3 clusters Score -573543.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -573641.250000 Penalty: 4216.527344
	Iteration 3Q: 3 clusters Score -573641.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -573716.062500 Penalty: 4216.527344
	Iteration 4Q: 3 clusters Score -573716.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -573764.375000 Penalty: 4216.527344
	Iteration 5Q: 3 clusters Score -573764.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -573799.250000 Penalty: 4216.527344
	Iteration 6Q: 3 clusters Score -573799.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -573817.125000 Penalty: 4216.527344
	Iteration 7Q: 3 clusters Score -573817.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -573834.500000 Penalty: 4216.527344
	Iteration 8Q: 3 clusters Score -573834.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -573849.437500 Penalty: 4216.527344
	Iteration 9Q: 3 clusters Score -573849.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -573856.062500 Penalty: 4216.527344
	Iteration 10Q: 3 clusters Score -573856.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -573868.937500 Penalty: 4216.527344
	Iteration 11Q: 3 clusters Score -573868.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -573882.687500 Penalty: 4216.527344
	Iteration 12Q: 3 clusters Score -573882.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -573899.312500 Penalty: 4216.527344
	Iteration 13Q: 3 clusters Score -573899.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -573914.812500 Penalty: 4216.527344
	Iteration 14Q: 3 clusters Score -573914.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -573929.687500 Penalty: 4216.527344
	Iteration 15Q: 3 clusters Score -573929.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -573945.062500 Penalty: 4216.527344
	Iteration 16Q: 3 clusters Score -573945.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -573959.312500 Penalty: 4216.527344
	Iteration 17Q: 3 clusters Score -573959.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -573969.562500 Penalty: 4216.527344
	Iteration 18Q: 3 clusters Score -573969.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -573980.375000 Penalty: 4216.527344
	Iteration 19Q: 3 clusters Score -573980.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -573991.562500 Penalty: 4216.527344
	Iteration 20F: 3 clusters Score -573991.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -574004.937500 Penalty: 4216.527344
	Iteration 21Q: 3 clusters Score -574004.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -574015.312500 Penalty: 4216.527344
	Iteration 22Q: 3 clusters Score -574015.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -574030.875000 Penalty: 4216.527344
	Iteration 23Q: 3 clusters Score -574030.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -574042.375000 Penalty: 4216.527344
	Iteration 24Q: 3 clusters Score -574042.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -574051.062500 Penalty: 4216.527344
	Iteration 25Q: 3 clusters Score -574051.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -574058.062500 Penalty: 4216.527344
	Iteration 26Q: 3 clusters Score -574058.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -574064.750000 Penalty: 4216.527344
	Iteration 27Q: 3 clusters Score -574064.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -574067.000000 Penalty: 4216.527344
	Iteration 28Q: 3 clusters Score -574067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -574073.562500 Penalty: 4216.527344
	Iteration 29Q: 3 clusters Score -574073.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -574080.500000 Penalty: 4216.527344
	Iteration 30Q: 3 clusters Score -574080.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -574090.687500 Penalty: 4216.527344
	Iteration 31Q: 3 clusters Score -574090.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -574099.937500 Penalty: 4216.527344
	Iteration 32Q: 3 clusters Score -574099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -574107.625000 Penalty: 4216.527344
	Iteration 33Q: 3 clusters Score -574107.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -574114.500000 Penalty: 4216.527344
	Iteration 34Q: 3 clusters Score -574114.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -574121.625000 Penalty: 4216.527344
	Iteration 35Q: 3 clusters Score -574121.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -574133.062500 Penalty: 4216.527344
	Iteration 36Q: 3 clusters Score -574133.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -574143.875000 Penalty: 4216.527344
	Iteration 37Q: 3 clusters Score -574143.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -574161.562500 Penalty: 4216.527344
	Iteration 38Q: 3 clusters Score -574161.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -574176.562500 Penalty: 4216.527344
	Iteration 39Q: 3 clusters Score -574176.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -574190.687500 Penalty: 4216.527344
	Iteration 40F: 3 clusters Score -574190.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -574203.000000 Penalty: 4216.527344
	Iteration 41Q: 3 clusters Score -574203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -574214.750000 Penalty: 4216.527344
	Iteration 42Q: 3 clusters Score -574214.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -574228.500000 Penalty: 4216.527344
	Iteration 43Q: 3 clusters Score -574228.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -574242.437500 Penalty: 4216.527344
	Iteration 44Q: 3 clusters Score -574242.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -574256.875000 Penalty: 4216.527344
	Iteration 45Q: 3 clusters Score -574256.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -574281.250000 Penalty: 4216.527344
	Iteration 46Q: 3 clusters Score -574281.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -574317.625000 Penalty: 4216.527344
	Iteration 47Q: 3 clusters Score -574317.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -574360.625000 Penalty: 4216.527344
	Iteration 48Q: 3 clusters Score -574360.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -574405.000000 Penalty: 4216.527344
	Iteration 49Q: 3 clusters Score -574405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -574438.937500 Penalty: 4216.527344
	Iteration 50Q: 3 clusters Score -574438.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -574461.062500 Penalty: 4216.527344
	Iteration 51Q: 3 clusters Score -574461.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -574478.500000 Penalty: 4216.527344
	Iteration 52Q: 3 clusters Score -574478.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -574498.125000 Penalty: 4216.527344
	Iteration 53Q: 3 clusters Score -574498.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -574526.937500 Penalty: 4216.527344
	Iteration 54Q: 3 clusters Score -574526.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -574557.000000 Penalty: 4216.527344
	Iteration 55Q: 3 clusters Score -574557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -574583.812500 Penalty: 4216.527344
	Iteration 56Q: 3 clusters Score -574583.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -574603.375000 Penalty: 4216.527344
	Iteration 57Q: 3 clusters Score -574603.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -574617.562500 Penalty: 4216.527344
	Iteration 58Q: 3 clusters Score -574617.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -574640.437500 Penalty: 4216.527344
	Iteration 59Q: 3 clusters Score -574640.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -574661.187500 Penalty: 4216.527344
	Iteration 60F: 3 clusters Score -574661.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -574682.250000 Penalty: 4216.527344
	Iteration 61Q: 3 clusters Score -574682.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -574701.375000 Penalty: 4216.527344
	Iteration 62Q: 3 clusters Score -574701.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -574721.187500 Penalty: 4216.527344
	Iteration 63Q: 3 clusters Score -574721.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -574732.750000 Penalty: 4216.527344
	Iteration 64Q: 3 clusters Score -574732.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -574743.000000 Penalty: 4216.527344
	Iteration 65Q: 3 clusters Score -574743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -574753.187500 Penalty: 4216.527344
	Iteration 66Q: 3 clusters Score -574753.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -574764.812500 Penalty: 4216.527344
	Iteration 67Q: 3 clusters Score -574764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -574778.187500 Penalty: 4216.527344
	Iteration 68Q: 3 clusters Score -574778.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -574790.625000 Penalty: 4216.527344
	Iteration 69Q: 3 clusters Score -574790.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -574801.875000 Penalty: 4216.527344
	Iteration 70Q: 3 clusters Score -574801.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -574812.312500 Penalty: 4216.527344
	Iteration 71Q: 3 clusters Score -574812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -574822.687500 Penalty: 4216.527344
	Iteration 72Q: 3 clusters Score -574822.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -574829.250000 Penalty: 4216.527344
	Iteration 73Q: 3 clusters Score -574829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -574836.437500 Penalty: 4216.527344
	Iteration 74Q: 3 clusters Score -574836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -574844.437500 Penalty: 4216.527344
	Iteration 75Q: 3 clusters Score -574844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -574850.687500 Penalty: 4216.527344
	Iteration 76Q: 3 clusters Score -574850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -574855.375000 Penalty: 4216.527344
	Iteration 77Q: 3 clusters Score -574855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -574860.875000 Penalty: 4216.527344
	Iteration 78Q: 3 clusters Score -574860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -574867.375000 Penalty: 4216.527344
	Iteration 79Q: 3 clusters Score -574867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -574872.000000 Penalty: 4216.527344
	Iteration 80F: 3 clusters Score -574872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -574873.687500 Penalty: 4216.527344
	Iteration 81Q: 3 clusters Score -574873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -574874.000000 Penalty: 4216.527344
	Iteration 82Q: 3 clusters Score -574874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -574874.812500 Penalty: 4216.527344
	Iteration 83Q: 3 clusters Score -574874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -574874.812500 Penalty: 4216.527344
	Iteration 84F: 3 clusters Score -574874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (213635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213635 members 
Entering Unmasked Estep 
Score: -23924640.000000 Penalty: 3043.461914
	Iteration 0F: 2 clusters Score -2.392464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106923 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -23784678.000000 Penalty: 6086.923828
	Iteration 0F: 3 clusters Score -2.378468e+07 nChanged 102796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -23845244.000000 Penalty: 6086.923828
	Iteration 1F: 3 clusters Score -2.384524e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111878 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -23846896.000000 Penalty: 6086.923828
	Iteration 2Q: 3 clusters Score -2.38469e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -23849272.000000 Penalty: 6086.923828
	Iteration 3Q: 3 clusters Score -2.384927e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -23852932.000000 Penalty: 6086.923828
	Iteration 4Q: 3 clusters Score -2.385293e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127705 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -23858834.000000 Penalty: 6086.923828
	Iteration 5F: 3 clusters Score -2.385883e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137981 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -23867078.000000 Penalty: 6086.923828
	Iteration 6F: 3 clusters Score -2.386708e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -23877820.000000 Penalty: 6086.923828
	Iteration 7F: 3 clusters Score -2.387782e+07 nChanged 15214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -23889728.000000 Penalty: 6086.923828
	Iteration 8F: 3 clusters Score -2.388973e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -23900402.000000 Penalty: 6086.923828
	Iteration 9F: 3 clusters Score -2.39004e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183689 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -23907866.000000 Penalty: 6086.923828
	Iteration 10Q: 3 clusters Score -2.390787e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188982 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -23912238.000000 Penalty: 6086.923828
	Iteration 11Q: 3 clusters Score -2.391224e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192556 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -23914618.000000 Penalty: 6086.923828
	Iteration 12Q: 3 clusters Score -2.391462e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195226 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -23916134.000000 Penalty: 6086.923828
	Iteration 13Q: 3 clusters Score -2.391613e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197503 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -23917446.000000 Penalty: 6086.923828
	Iteration 14Q: 3 clusters Score -2.391745e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199473 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -23918440.000000 Penalty: 6086.923828
	Iteration 15Q: 3 clusters Score -2.391844e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201159 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -23919212.000000 Penalty: 6086.923828
	Iteration 16Q: 3 clusters Score -2.391921e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202645 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -23919886.000000 Penalty: 6086.923828
	Iteration 17Q: 3 clusters Score -2.391989e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203922 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -23920424.000000 Penalty: 6086.923828
	Iteration 18Q: 3 clusters Score -2.392042e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205038 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -23920890.000000 Penalty: 6086.923828
	Iteration 19Q: 3 clusters Score -2.392089e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205964 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -23921218.000000 Penalty: 6086.923828
	Iteration 20F: 3 clusters Score -2.392122e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206717 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -23921492.000000 Penalty: 6086.923828
	Iteration 21Q: 3 clusters Score -2.392149e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207355 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -23921642.000000 Penalty: 6086.923828
	Iteration 22Q: 3 clusters Score -2.392164e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207871 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -23921814.000000 Penalty: 6086.923828
	Iteration 23Q: 3 clusters Score -2.392181e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208321 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -23921878.000000 Penalty: 6086.923828
	Iteration 24Q: 3 clusters Score -2.392188e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -23922066.000000 Penalty: 6086.923828
	Iteration 25Q: 3 clusters Score -2.392207e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208995 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -23922158.000000 Penalty: 6086.923828
	Iteration 26Q: 3 clusters Score -2.392216e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209261 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -23922276.000000 Penalty: 6086.923828
	Iteration 27Q: 3 clusters Score -2.392228e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209493 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -23922304.000000 Penalty: 6086.923828
	Iteration 28Q: 3 clusters Score -2.39223e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209683 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -23922368.000000 Penalty: 6086.923828
	Iteration 29Q: 3 clusters Score -2.392237e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209835 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -23922402.000000 Penalty: 6086.923828
	Iteration 30Q: 3 clusters Score -2.39224e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209965 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -23922448.000000 Penalty: 6086.923828
	Iteration 31Q: 3 clusters Score -2.392245e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210092 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -23922416.000000 Penalty: 6086.923828
	Iteration 32Q: 3 clusters Score -2.392242e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210190 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -23922382.000000 Penalty: 6086.923828
	Iteration 33Q: 3 clusters Score -2.392238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210282 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -23922458.000000 Penalty: 6086.923828
	Iteration 34Q: 3 clusters Score -2.392246e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210369 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -23922482.000000 Penalty: 6086.923828
	Iteration 35Q: 3 clusters Score -2.392248e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210455 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -23922520.000000 Penalty: 6086.923828
	Iteration 36Q: 3 clusters Score -2.392252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210529 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -23922540.000000 Penalty: 6086.923828
	Iteration 37Q: 3 clusters Score -2.392254e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210603 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -23922516.000000 Penalty: 6086.923828
	Iteration 38Q: 3 clusters Score -2.392252e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210667 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -23922500.000000 Penalty: 6086.923828
	Iteration 39Q: 3 clusters Score -2.39225e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210724 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -23922546.000000 Penalty: 6086.923828
	Iteration 40F: 3 clusters Score -2.392255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210765 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -23922556.000000 Penalty: 6086.923828
	Iteration 41Q: 3 clusters Score -2.392256e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210807 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -23922604.000000 Penalty: 6086.923828
	Iteration 42Q: 3 clusters Score -2.39226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210841 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -23922602.000000 Penalty: 6086.923828
	Iteration 43Q: 3 clusters Score -2.39226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210867 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -23922600.000000 Penalty: 6086.923828
	Iteration 44Q: 3 clusters Score -2.39226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210886 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -23922594.000000 Penalty: 6086.923828
	Iteration 45Q: 3 clusters Score -2.392259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210906 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -23922622.000000 Penalty: 6086.923828
	Iteration 46Q: 3 clusters Score -2.392262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210927 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -23922584.000000 Penalty: 6086.923828
	Iteration 47Q: 3 clusters Score -2.392258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210943 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -23922594.000000 Penalty: 6086.923828
	Iteration 48Q: 3 clusters Score -2.392259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210956 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23922572.000000 Penalty: 6086.923828
	Iteration 49Q: 3 clusters Score -2.392257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210963 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -23922570.000000 Penalty: 6086.923828
	Iteration 50Q: 3 clusters Score -2.392257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210976 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23922570.000000 Penalty: 6086.923828
	Iteration 51Q: 3 clusters Score -2.392257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210984 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -23922582.000000 Penalty: 6086.923828
	Iteration 52Q: 3 clusters Score -2.392258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210992 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23922584.000000 Penalty: 6086.923828
	Iteration 53Q: 3 clusters Score -2.392258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211002 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23922576.000000 Penalty: 6086.923828
	Iteration 54Q: 3 clusters Score -2.392258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211008 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -23922586.000000 Penalty: 6086.923828
	Iteration 55Q: 3 clusters Score -2.392259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211010 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -23922576.000000 Penalty: 6086.923828
	Iteration 56Q: 3 clusters Score -2.392258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211011 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23922574.000000 Penalty: 6086.923828
	Iteration 57Q: 3 clusters Score -2.392257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211014 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -23922594.000000 Penalty: 6086.923828
	Iteration 58Q: 3 clusters Score -2.392259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211015 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -23922602.000000 Penalty: 6086.923828
	Iteration 59Q: 3 clusters Score -2.39226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211016 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -23922594.000000 Penalty: 6086.923828
	Iteration 60F: 3 clusters Score -2.392259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211017 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -23922604.000000 Penalty: 6086.923828
	Iteration 61Q: 3 clusters Score -2.39226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211018 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -23922602.000000 Penalty: 6086.923828
	Iteration 62Q: 3 clusters Score -2.39226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211020 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23922600.000000 Penalty: 6086.923828
	Iteration 63Q: 3 clusters Score -2.39226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211022 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -23922612.000000 Penalty: 6086.923828
	Iteration 64Q: 3 clusters Score -2.392261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211022 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -23922612.000000 Penalty: 6086.923828
	Iteration 65F: 3 clusters Score -2.392261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 38378 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 135565 members 
Mstep: Class 8 contains 249682 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 10491 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39360 members 
Mstep: Class 13 contains 19394 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35826 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 20 contains 213635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590192.000000 Penalty: 64059.687500
Iteration 239Q: 20 clusters Score -8.859019e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4315 members 
Mstep: Class 4 contains 38378 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 135594 members 
Mstep: Class 8 contains 249691 members 
Mstep: Class 9 contains 7911 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 13 contains 19396 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35829 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 213589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590544.000000 Penalty: 64059.687500
Iteration 240F: 20 clusters Score -8.859054e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 4 contains 38381 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 135593 members 
Mstep: Class 8 contains 249665 members 
Mstep: Class 9 contains 7913 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39361 members 
Mstep: Class 13 contains 19391 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35829 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 19 contains 4902 members 
Mstep: Class 20 contains 213523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590568.000000 Penalty: 64059.687500
Iteration 241Q: 20 clusters Score -8.859057e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4319 members 
Mstep: Class 4 contains 38378 members 
Mstep: Class 5 contains 7481 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 135626 members 
Mstep: Class 8 contains 249666 members 
Mstep: Class 9 contains 7916 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39359 members 
Mstep: Class 13 contains 19398 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35830 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 213464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590592.000000 Penalty: 64059.687500
Iteration 242Q: 20 clusters Score -8.859059e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4321 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 7481 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 135643 members 
Mstep: Class 8 contains 249677 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39355 members 
Mstep: Class 13 contains 19402 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35830 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 213418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590424.000000 Penalty: 64059.687500
Iteration 243Q: 20 clusters Score -8.859042e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4322 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 7480 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 135682 members 
Mstep: Class 8 contains 249678 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39357 members 
Mstep: Class 13 contains 19406 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35829 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 213374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590504.000000 Penalty: 64059.687500
Iteration 244Q: 20 clusters Score -8.85905e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 38376 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 135706 members 
Mstep: Class 8 contains 249686 members 
Mstep: Class 9 contains 7923 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39356 members 
Mstep: Class 13 contains 19409 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35829 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 19 contains 4870 members 
Mstep: Class 20 contains 213334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590536.000000 Penalty: 64059.687500
Iteration 245Q: 20 clusters Score -8.859054e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 38376 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 135737 members 
Mstep: Class 8 contains 249694 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39351 members 
Mstep: Class 13 contains 19415 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35834 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 19 contains 4859 members 
Mstep: Class 20 contains 213290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590456.000000 Penalty: 64059.687500
Iteration 246Q: 20 clusters Score -8.859046e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 135774 members 
Mstep: Class 8 contains 249702 members 
Mstep: Class 9 contains 7932 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39345 members 
Mstep: Class 13 contains 19419 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35837 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 213248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590488.000000 Penalty: 64059.687500
Iteration 247Q: 20 clusters Score -8.859049e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 135799 members 
Mstep: Class 8 contains 249715 members 
Mstep: Class 9 contains 7936 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39343 members 
Mstep: Class 13 contains 19421 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35838 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 19 contains 4824 members 
Mstep: Class 20 contains 213213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590424.000000 Penalty: 64059.687500
Iteration 248Q: 20 clusters Score -8.859042e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 135837 members 
Mstep: Class 8 contains 249723 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39344 members 
Mstep: Class 13 contains 19422 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35838 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 19 contains 4804 members 
Mstep: Class 20 contains 213171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590544.000000 Penalty: 64059.687500
Iteration 249Q: 20 clusters Score -8.859054e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 135881 members 
Mstep: Class 8 contains 249741 members 
Mstep: Class 9 contains 7943 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39343 members 
Mstep: Class 13 contains 19424 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35836 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 20 contains 213119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590504.000000 Penalty: 64059.687500
Iteration 250Q: 20 clusters Score -8.85905e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4357 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 135915 members 
Mstep: Class 8 contains 249765 members 
Mstep: Class 9 contains 7947 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39343 members 
Mstep: Class 13 contains 19429 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35837 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4758 members 
Mstep: Class 20 contains 213070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590520.000000 Penalty: 64059.687500
Iteration 251Q: 20 clusters Score -8.859052e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 38374 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 135953 members 
Mstep: Class 8 contains 249799 members 
Mstep: Class 9 contains 7947 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39339 members 
Mstep: Class 13 contains 19430 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35839 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4731 members 
Mstep: Class 20 contains 213015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590528.000000 Penalty: 64059.687500
Iteration 252Q: 20 clusters Score -8.859053e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 38372 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 135990 members 
Mstep: Class 8 contains 249830 members 
Mstep: Class 9 contains 7948 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39339 members 
Mstep: Class 13 contains 19432 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35843 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4700 members 
Mstep: Class 20 contains 212963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590560.000000 Penalty: 64059.687500
Iteration 253Q: 20 clusters Score -8.859056e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 38366 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 136022 members 
Mstep: Class 8 contains 249865 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39338 members 
Mstep: Class 13 contains 19434 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35845 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4674 members 
Mstep: Class 20 contains 212913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590528.000000 Penalty: 64059.687500
Iteration 254Q: 20 clusters Score -8.859053e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 38360 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 136056 members 
Mstep: Class 8 contains 249898 members 
Mstep: Class 9 contains 7948 members 
Mstep: Class 10 contains 10499 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39335 members 
Mstep: Class 13 contains 19436 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35849 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4652 members 
Mstep: Class 20 contains 212855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590440.000000 Penalty: 64059.687500
Iteration 255Q: 20 clusters Score -8.859044e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 38357 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 136093 members 
Mstep: Class 8 contains 249931 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39332 members 
Mstep: Class 13 contains 19439 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35853 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4628 members 
Mstep: Class 20 contains 212794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590440.000000 Penalty: 64059.687500
Iteration 256Q: 20 clusters Score -8.859044e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 38353 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 136117 members 
Mstep: Class 8 contains 249954 members 
Mstep: Class 9 contains 7952 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39333 members 
Mstep: Class 13 contains 19439 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35855 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4602 members 
Mstep: Class 20 contains 212756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590360.000000 Penalty: 64059.687500
Iteration 257Q: 20 clusters Score -8.859036e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 38353 members 
Mstep: Class 5 contains 7478 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 136155 members 
Mstep: Class 8 contains 249977 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39331 members 
Mstep: Class 13 contains 19439 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35859 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 212691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590288.000000 Penalty: 64059.687500
Iteration 258Q: 20 clusters Score -8.859029e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 38351 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 136187 members 
Mstep: Class 8 contains 250026 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39340 members 
Mstep: Class 13 contains 19439 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35858 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 212615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590216.000000 Penalty: 64059.687500
Iteration 259Q: 20 clusters Score -8.859022e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 38351 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 136218 members 
Mstep: Class 8 contains 250074 members 
Mstep: Class 9 contains 7958 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39341 members 
Mstep: Class 13 contains 19439 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35863 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4530 members 
Mstep: Class 20 contains 212547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590272.000000 Penalty: 64059.687500
Iteration 260F: 20 clusters Score -8.859027e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 136256 members 
Mstep: Class 8 contains 250096 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39343 members 
Mstep: Class 13 contains 19440 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35863 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 212490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590272.000000 Penalty: 64059.687500
Iteration 261Q: 20 clusters Score -8.859027e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 38346 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 136288 members 
Mstep: Class 8 contains 250138 members 
Mstep: Class 9 contains 7966 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39344 members 
Mstep: Class 13 contains 19441 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35864 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4500 members 
Mstep: Class 20 contains 212421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590344.000000 Penalty: 64059.687500
Iteration 262Q: 20 clusters Score -8.859034e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 38343 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 136333 members 
Mstep: Class 8 contains 250171 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39346 members 
Mstep: Class 13 contains 19441 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35872 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 212344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590216.000000 Penalty: 64059.687500
Iteration 263Q: 20 clusters Score -8.859022e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4484 members 
Mstep: Class 4 contains 38343 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 136389 members 
Mstep: Class 8 contains 250175 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 10491 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39352 members 
Mstep: Class 13 contains 19442 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35876 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 212287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590128.000000 Penalty: 64059.687500
Iteration 264Q: 20 clusters Score -8.859013e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 38342 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 136457 members 
Mstep: Class 8 contains 250174 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39350 members 
Mstep: Class 13 contains 19443 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35878 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 212237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590168.000000 Penalty: 64059.687500
Iteration 265Q: 20 clusters Score -8.859017e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4487 members 
Mstep: Class 4 contains 38341 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 136520 members 
Mstep: Class 8 contains 250195 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39354 members 
Mstep: Class 13 contains 19445 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35878 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 212158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590192.000000 Penalty: 64059.687500
Iteration 266Q: 20 clusters Score -8.859019e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 38340 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 136570 members 
Mstep: Class 8 contains 250210 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39356 members 
Mstep: Class 13 contains 19446 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35882 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 212091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590160.000000 Penalty: 64059.687500
Iteration 267Q: 20 clusters Score -8.859016e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4494 members 
Mstep: Class 4 contains 38346 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 136626 members 
Mstep: Class 8 contains 250221 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39360 members 
Mstep: Class 13 contains 19449 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35885 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 212018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590232.000000 Penalty: 64059.687500
Iteration 268Q: 20 clusters Score -8.859023e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 38347 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 136689 members 
Mstep: Class 8 contains 250242 members 
Mstep: Class 9 contains 7980 members 
Mstep: Class 10 contains 10501 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39358 members 
Mstep: Class 13 contains 19450 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35886 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 20 contains 211935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590048.000000 Penalty: 64059.687500
Iteration 269Q: 20 clusters Score -8.859005e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 136741 members 
Mstep: Class 8 contains 250262 members 
Mstep: Class 9 contains 7982 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39363 members 
Mstep: Class 13 contains 19452 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35889 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4340 members 
Mstep: Class 20 contains 211862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590120.000000 Penalty: 64059.687500
Iteration 270Q: 20 clusters Score -8.859012e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4513 members 
Mstep: Class 4 contains 38350 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 136808 members 
Mstep: Class 8 contains 250267 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 10505 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39364 members 
Mstep: Class 13 contains 19452 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35890 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4323 members 
Mstep: Class 20 contains 211795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590192.000000 Penalty: 64059.687500
Iteration 271Q: 20 clusters Score -8.859019e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 136878 members 
Mstep: Class 8 contains 250275 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39367 members 
Mstep: Class 13 contains 19453 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35889 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 211716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590112.000000 Penalty: 64059.687500
Iteration 272Q: 20 clusters Score -8.859011e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 38348 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 136940 members 
Mstep: Class 8 contains 250279 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39368 members 
Mstep: Class 13 contains 19454 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35885 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 211654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590080.000000 Penalty: 64059.687500
Iteration 273Q: 20 clusters Score -8.859008e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4529 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 137017 members 
Mstep: Class 8 contains 250269 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39370 members 
Mstep: Class 13 contains 19458 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35885 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 211589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590168.000000 Penalty: 64059.687500
Iteration 274Q: 20 clusters Score -8.859017e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 137093 members 
Mstep: Class 8 contains 250260 members 
Mstep: Class 9 contains 7989 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39374 members 
Mstep: Class 13 contains 19461 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35882 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 211522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590184.000000 Penalty: 64059.687500
Iteration 275Q: 20 clusters Score -8.859018e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 38348 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 137158 members 
Mstep: Class 8 contains 250261 members 
Mstep: Class 9 contains 7992 members 
Mstep: Class 10 contains 10505 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39377 members 
Mstep: Class 13 contains 19468 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35885 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4260 members 
Mstep: Class 20 contains 211434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590280.000000 Penalty: 64059.687500
Iteration 276Q: 20 clusters Score -8.859028e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4549 members 
Mstep: Class 4 contains 38348 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6380 members 
Mstep: Class 7 contains 137208 members 
Mstep: Class 8 contains 250277 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39380 members 
Mstep: Class 13 contains 19479 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35883 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 211352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590192.000000 Penalty: 64059.687500
Iteration 277Q: 20 clusters Score -8.859019e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 38350 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6380 members 
Mstep: Class 7 contains 137275 members 
Mstep: Class 8 contains 250280 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39385 members 
Mstep: Class 13 contains 19491 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35880 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4244 members 
Mstep: Class 20 contains 211247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590264.000000 Penalty: 64059.687500
Iteration 278Q: 20 clusters Score -8.859026e+07 nChanged 254
Entering ConstructFrom: 
Score: -88590264.000000 Penalty: 64059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (24965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Entering Unmasked Estep 
Score: -2825225.000000 Penalty: 2511.056885
	Iteration 0F: 2 clusters Score -2825225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2807933.500000 Penalty: 5022.113770
	Iteration 0F: 3 clusters Score -2807934 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2813858.750000 Penalty: 5022.113770
	Iteration 1F: 3 clusters Score -2813859 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2814392.000000 Penalty: 5022.113770
	Iteration 2F: 3 clusters Score -2814392 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2814991.750000 Penalty: 5022.113770
	Iteration 3F: 3 clusters Score -2814992 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2815695.500000 Penalty: 5022.113770
	Iteration 4F: 3 clusters Score -2815696 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2816518.250000 Penalty: 5022.113770
	Iteration 5F: 3 clusters Score -2816518 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2817462.750000 Penalty: 5022.113770
	Iteration 6F: 3 clusters Score -2817463 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2818540.250000 Penalty: 5022.113770
	Iteration 7F: 3 clusters Score -2818540 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2819605.500000 Penalty: 5022.113770
	Iteration 8F: 3 clusters Score -2819606 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2820573.250000 Penalty: 5022.113770
	Iteration 9Q: 3 clusters Score -2820573 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2821397.750000 Penalty: 5022.113770
	Iteration 10Q: 3 clusters Score -2821398 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2821953.500000 Penalty: 5022.113770
	Iteration 11Q: 3 clusters Score -2821954 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2822399.250000 Penalty: 5022.113770
	Iteration 12Q: 3 clusters Score -2822399 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2822642.250000 Penalty: 5022.113770
	Iteration 13Q: 3 clusters Score -2822642 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2822778.500000 Penalty: 5022.113770
	Iteration 14Q: 3 clusters Score -2822778 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2822850.500000 Penalty: 5022.113770
	Iteration 15Q: 3 clusters Score -2822850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2822895.750000 Penalty: 5022.113770
	Iteration 16Q: 3 clusters Score -2822896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2822936.750000 Penalty: 5022.113770
	Iteration 17Q: 3 clusters Score -2822937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2822974.750000 Penalty: 5022.113770
	Iteration 18Q: 3 clusters Score -2822975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2822994.000000 Penalty: 5022.113770
	Iteration 19Q: 3 clusters Score -2822994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2822998.500000 Penalty: 5022.113770
	Iteration 20F: 3 clusters Score -2822998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2823017.250000 Penalty: 5022.113770
	Iteration 21Q: 3 clusters Score -2823017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2823029.000000 Penalty: 5022.113770
	Iteration 22Q: 3 clusters Score -2823029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2823037.750000 Penalty: 5022.113770
	Iteration 23Q: 3 clusters Score -2823038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2823040.750000 Penalty: 5022.113770
	Iteration 24Q: 3 clusters Score -2823041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2823051.000000 Penalty: 5022.113770
	Iteration 25Q: 3 clusters Score -2823051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2823055.000000 Penalty: 5022.113770
	Iteration 26Q: 3 clusters Score -2823055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2823055.000000 Penalty: 5022.113770
	Iteration 27Q: 3 clusters Score -2823055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2823055.750000 Penalty: 5022.113770
	Iteration 28Q: 3 clusters Score -2823056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2823061.250000 Penalty: 5022.113770
	Iteration 29Q: 3 clusters Score -2823061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2823054.500000 Penalty: 5022.113770
	Iteration 30Q: 3 clusters Score -2823054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2823056.750000 Penalty: 5022.113770
	Iteration 31Q: 3 clusters Score -2823057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2823058.500000 Penalty: 5022.113770
	Iteration 32Q: 3 clusters Score -2823058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2823059.750000 Penalty: 5022.113770
	Iteration 33Q: 3 clusters Score -2823060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2823062.000000 Penalty: 5022.113770
	Iteration 34Q: 3 clusters Score -2823062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2823063.250000 Penalty: 5022.113770
	Iteration 35Q: 3 clusters Score -2823063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2823062.250000 Penalty: 5022.113770
	Iteration 36Q: 3 clusters Score -2823062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2823062.000000 Penalty: 5022.113770
	Iteration 37Q: 3 clusters Score -2823062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2823061.750000 Penalty: 5022.113770
	Iteration 38Q: 3 clusters Score -2823062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2823062.000000 Penalty: 5022.113770
	Iteration 39Q: 3 clusters Score -2823062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2823063.000000 Penalty: 5022.113770
	Iteration 40F: 3 clusters Score -2823063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2823063.250000 Penalty: 5022.113770
	Iteration 41Q: 3 clusters Score -2823063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2823062.500000 Penalty: 5022.113770
	Iteration 42Q: 3 clusters Score -2823062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2823063.750000 Penalty: 5022.113770
	Iteration 43Q: 3 clusters Score -2823064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2823067.000000 Penalty: 5022.113770
	Iteration 44Q: 3 clusters Score -2823067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2823070.250000 Penalty: 5022.113770
	Iteration 45Q: 3 clusters Score -2823070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2823072.000000 Penalty: 5022.113770
	Iteration 46Q: 3 clusters Score -2823072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2823071.750000 Penalty: 5022.113770
	Iteration 47Q: 3 clusters Score -2823072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2823072.250000 Penalty: 5022.113770
	Iteration 48Q: 3 clusters Score -2823072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2823076.250000 Penalty: 5022.113770
	Iteration 49Q: 3 clusters Score -2823076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2823078.500000 Penalty: 5022.113770
	Iteration 50Q: 3 clusters Score -2823078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2823082.250000 Penalty: 5022.113770
	Iteration 51Q: 3 clusters Score -2823082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2823081.500000 Penalty: 5022.113770
	Iteration 52Q: 3 clusters Score -2823082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2823085.750000 Penalty: 5022.113770
	Iteration 53Q: 3 clusters Score -2823086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2823089.250000 Penalty: 5022.113770
	Iteration 54Q: 3 clusters Score -2823089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2823091.750000 Penalty: 5022.113770
	Iteration 55Q: 3 clusters Score -2823092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2823093.250000 Penalty: 5022.113770
	Iteration 56Q: 3 clusters Score -2823093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2823098.500000 Penalty: 5022.113770
	Iteration 57Q: 3 clusters Score -2823098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2823100.250000 Penalty: 5022.113770
	Iteration 58Q: 3 clusters Score -2823100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2823097.000000 Penalty: 5022.113770
	Iteration 59Q: 3 clusters Score -2823097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2823098.000000 Penalty: 5022.113770
	Iteration 60F: 3 clusters Score -2823098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2823099.500000 Penalty: 5022.113770
	Iteration 61Q: 3 clusters Score -2823100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2823103.500000 Penalty: 5022.113770
	Iteration 62Q: 3 clusters Score -2823104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2823103.250000 Penalty: 5022.113770
	Iteration 63Q: 3 clusters Score -2823103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2823106.000000 Penalty: 5022.113770
	Iteration 64Q: 3 clusters Score -2823106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2823104.250000 Penalty: 5022.113770
	Iteration 65Q: 3 clusters Score -2823104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2823104.500000 Penalty: 5022.113770
	Iteration 66Q: 3 clusters Score -2823104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2823107.750000 Penalty: 5022.113770
	Iteration 67Q: 3 clusters Score -2823108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2823108.750000 Penalty: 5022.113770
	Iteration 68Q: 3 clusters Score -2823109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2823104.500000 Penalty: 5022.113770
	Iteration 69Q: 3 clusters Score -2823104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2823106.750000 Penalty: 5022.113770
	Iteration 70Q: 3 clusters Score -2823107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2823104.250000 Penalty: 5022.113770
	Iteration 71Q: 3 clusters Score -2823104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2823106.500000 Penalty: 5022.113770
	Iteration 72Q: 3 clusters Score -2823106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2823105.500000 Penalty: 5022.113770
	Iteration 73Q: 3 clusters Score -2823106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2823108.000000 Penalty: 5022.113770
	Iteration 74Q: 3 clusters Score -2823108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2823106.250000 Penalty: 5022.113770
	Iteration 75Q: 3 clusters Score -2823106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2823107.000000 Penalty: 5022.113770
	Iteration 76Q: 3 clusters Score -2823107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2823107.000000 Penalty: 5022.113770
	Iteration 77F: 3 clusters Score -2823107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -89841.507812 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -89841.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88029.320312 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -88029.32 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88304.921875 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -88304.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88372.773438 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -88372.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88406.617188 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -88406.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88430.187500 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -88430.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88448.312500 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -88448.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88454.296875 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -88454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88455.781250 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -88455.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88455.781250 Penalty: 3346.802979
	Iteration 8F: 3 clusters Score -88455.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -530890.687500 Penalty: 2089.962402
	Iteration 0F: 2 clusters Score -530890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -526591.500000 Penalty: 4179.924805
	Iteration 0F: 3 clusters Score -526591.5 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -527564.625000 Penalty: 4179.924805
	Iteration 1F: 3 clusters Score -527564.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -527745.125000 Penalty: 4179.924805
	Iteration 2F: 3 clusters Score -527745.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -527877.437500 Penalty: 4179.924805
	Iteration 3F: 3 clusters Score -527877.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -527968.437500 Penalty: 4179.924805
	Iteration 4Q: 3 clusters Score -527968.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -528041.500000 Penalty: 4179.924805
	Iteration 5Q: 3 clusters Score -528041.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -528092.625000 Penalty: 4179.924805
	Iteration 6Q: 3 clusters Score -528092.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -528133.562500 Penalty: 4179.924805
	Iteration 7Q: 3 clusters Score -528133.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -528162.875000 Penalty: 4179.924805
	Iteration 8Q: 3 clusters Score -528162.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -528187.625000 Penalty: 4179.924805
	Iteration 9Q: 3 clusters Score -528187.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -528209.687500 Penalty: 4179.924805
	Iteration 10Q: 3 clusters Score -528209.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -528234.312500 Penalty: 4179.924805
	Iteration 11Q: 3 clusters Score -528234.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -528251.750000 Penalty: 4179.924805
	Iteration 12Q: 3 clusters Score -528251.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -528263.937500 Penalty: 4179.924805
	Iteration 13Q: 3 clusters Score -528263.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -528272.062500 Penalty: 4179.924805
	Iteration 14Q: 3 clusters Score -528272.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -528285.687500 Penalty: 4179.924805
	Iteration 15Q: 3 clusters Score -528285.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -528301.250000 Penalty: 4179.924805
	Iteration 16Q: 3 clusters Score -528301.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -528313.500000 Penalty: 4179.924805
	Iteration 17Q: 3 clusters Score -528313.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -528328.375000 Penalty: 4179.924805
	Iteration 18Q: 3 clusters Score -528328.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -528347.062500 Penalty: 4179.924805
	Iteration 19Q: 3 clusters Score -528347.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -528366.750000 Penalty: 4179.924805
	Iteration 20F: 3 clusters Score -528366.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -528390.625000 Penalty: 4179.924805
	Iteration 21Q: 3 clusters Score -528390.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -528417.187500 Penalty: 4179.924805
	Iteration 22Q: 3 clusters Score -528417.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -528448.375000 Penalty: 4179.924805
	Iteration 23Q: 3 clusters Score -528448.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -528488.875000 Penalty: 4179.924805
	Iteration 24Q: 3 clusters Score -528488.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -528523.562500 Penalty: 4179.924805
	Iteration 25Q: 3 clusters Score -528523.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -528561.250000 Penalty: 4179.924805
	Iteration 26Q: 3 clusters Score -528561.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -528591.375000 Penalty: 4179.924805
	Iteration 27Q: 3 clusters Score -528591.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -528629.312500 Penalty: 4179.924805
	Iteration 28Q: 3 clusters Score -528629.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -528658.937500 Penalty: 4179.924805
	Iteration 29Q: 3 clusters Score -528658.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -528685.937500 Penalty: 4179.924805
	Iteration 30Q: 3 clusters Score -528685.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -528715.437500 Penalty: 4179.924805
	Iteration 31Q: 3 clusters Score -528715.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -528737.875000 Penalty: 4179.924805
	Iteration 32Q: 3 clusters Score -528737.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -528765.750000 Penalty: 4179.924805
	Iteration 33Q: 3 clusters Score -528765.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -528805.500000 Penalty: 4179.924805
	Iteration 34Q: 3 clusters Score -528805.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -528831.625000 Penalty: 4179.924805
	Iteration 35Q: 3 clusters Score -528831.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -528865.375000 Penalty: 4179.924805
	Iteration 36Q: 3 clusters Score -528865.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -528882.062500 Penalty: 4179.924805
	Iteration 37Q: 3 clusters Score -528882.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -528898.125000 Penalty: 4179.924805
	Iteration 38Q: 3 clusters Score -528898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -528911.687500 Penalty: 4179.924805
	Iteration 39Q: 3 clusters Score -528911.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -528924.375000 Penalty: 4179.924805
	Iteration 40F: 3 clusters Score -528924.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -528935.312500 Penalty: 4179.924805
	Iteration 41Q: 3 clusters Score -528935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -528940.625000 Penalty: 4179.924805
	Iteration 42Q: 3 clusters Score -528940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -528946.250000 Penalty: 4179.924805
	Iteration 43Q: 3 clusters Score -528946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -528950.625000 Penalty: 4179.924805
	Iteration 44Q: 3 clusters Score -528950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -528956.875000 Penalty: 4179.924805
	Iteration 45Q: 3 clusters Score -528956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -528961.625000 Penalty: 4179.924805
	Iteration 46Q: 3 clusters Score -528961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -528965.875000 Penalty: 4179.924805
	Iteration 47Q: 3 clusters Score -528965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -528970.437500 Penalty: 4179.924805
	Iteration 48Q: 3 clusters Score -528970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -528974.500000 Penalty: 4179.924805
	Iteration 49Q: 3 clusters Score -528974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -528981.312500 Penalty: 4179.924805
	Iteration 50Q: 3 clusters Score -528981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -528989.625000 Penalty: 4179.924805
	Iteration 51Q: 3 clusters Score -528989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -528996.000000 Penalty: 4179.924805
	Iteration 52Q: 3 clusters Score -528996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -529003.937500 Penalty: 4179.924805
	Iteration 53Q: 3 clusters Score -529003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -529009.687500 Penalty: 4179.924805
	Iteration 54Q: 3 clusters Score -529009.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -529017.437500 Penalty: 4179.924805
	Iteration 55Q: 3 clusters Score -529017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -529019.250000 Penalty: 4179.924805
	Iteration 56Q: 3 clusters Score -529019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -529022.062500 Penalty: 4179.924805
	Iteration 57Q: 3 clusters Score -529022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -529024.062500 Penalty: 4179.924805
	Iteration 58Q: 3 clusters Score -529024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -529029.687500 Penalty: 4179.924805
	Iteration 59Q: 3 clusters Score -529029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -529030.750000 Penalty: 4179.924805
	Iteration 60F: 3 clusters Score -529030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Entering Unmasked Estep 
Score: -4242978.500000 Penalty: 2617.537842
	Iteration 0F: 2 clusters Score -4242978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4216991.500000 Penalty: 5235.075684
	Iteration 0F: 3 clusters Score -4216992 nChanged 17517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4226640.000000 Penalty: 5235.075684
	Iteration 1F: 3 clusters Score -4226640 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4227264.000000 Penalty: 5235.075684
	Iteration 2Q: 3 clusters Score -4227264 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4228024.500000 Penalty: 5235.075684
	Iteration 3Q: 3 clusters Score -4228024 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4229028.000000 Penalty: 5235.075684
	Iteration 4F: 3 clusters Score -4229028 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4230553.500000 Penalty: 5235.075684
	Iteration 5F: 3 clusters Score -4230554 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4232786.000000 Penalty: 5235.075684
	Iteration 6F: 3 clusters Score -4232786 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4235391.500000 Penalty: 5235.075684
	Iteration 7F: 3 clusters Score -4235392 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4237743.000000 Penalty: 5235.075684
	Iteration 8F: 3 clusters Score -4237743 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4239188.000000 Penalty: 5235.075684
	Iteration 9Q: 3 clusters Score -4239188 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4239953.500000 Penalty: 5235.075684
	Iteration 10Q: 3 clusters Score -4239954 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4240288.000000 Penalty: 5235.075684
	Iteration 11Q: 3 clusters Score -4240288 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4240452.000000 Penalty: 5235.075684
	Iteration 12Q: 3 clusters Score -4240452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4240559.500000 Penalty: 5235.075684
	Iteration 13Q: 3 clusters Score -4240560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4240629.000000 Penalty: 5235.075684
	Iteration 14Q: 3 clusters Score -4240629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4240672.500000 Penalty: 5235.075684
	Iteration 15Q: 3 clusters Score -4240672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4240704.500000 Penalty: 5235.075684
	Iteration 16Q: 3 clusters Score -4240704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4240714.500000 Penalty: 5235.075684
	Iteration 17Q: 3 clusters Score -4240714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4240723.500000 Penalty: 5235.075684
	Iteration 18Q: 3 clusters Score -4240724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4240733.000000 Penalty: 5235.075684
	Iteration 19Q: 3 clusters Score -4240733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4240732.500000 Penalty: 5235.075684
	Iteration 20F: 3 clusters Score -4240732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4240733.500000 Penalty: 5235.075684
	Iteration 21Q: 3 clusters Score -4240734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4240733.500000 Penalty: 5235.075684
	Iteration 22F: 3 clusters Score -4240734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -805399.937500 Penalty: 2211.858398
	Iteration 0F: 2 clusters Score -805399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -799298.875000 Penalty: 4423.716797
	Iteration 0F: 3 clusters Score -799298.9 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -800857.812500 Penalty: 4423.716797
	Iteration 1F: 3 clusters Score -800857.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -801137.375000 Penalty: 4423.716797
	Iteration 2F: 3 clusters Score -801137.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -801339.875000 Penalty: 4423.716797
	Iteration 3F: 3 clusters Score -801339.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -801559.687500 Penalty: 4423.716797
	Iteration 4Q: 3 clusters Score -801559.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -801895.625000 Penalty: 4423.716797
	Iteration 5Q: 3 clusters Score -801895.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -802438.750000 Penalty: 4423.716797
	Iteration 6F: 3 clusters Score -802438.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -803021.250000 Penalty: 4423.716797
	Iteration 7F: 3 clusters Score -803021.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -803494.062500 Penalty: 4423.716797
	Iteration 8F: 3 clusters Score -803494.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -803842.125000 Penalty: 4423.716797
	Iteration 9F: 3 clusters Score -803842.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -804069.312500 Penalty: 4423.716797
	Iteration 10Q: 3 clusters Score -804069.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -804215.812500 Penalty: 4423.716797
	Iteration 11Q: 3 clusters Score -804215.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -804310.187500 Penalty: 4423.716797
	Iteration 12Q: 3 clusters Score -804310.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -804363.187500 Penalty: 4423.716797
	Iteration 13Q: 3 clusters Score -804363.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -804403.687500 Penalty: 4423.716797
	Iteration 14Q: 3 clusters Score -804403.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -804419.000000 Penalty: 4423.716797
	Iteration 15Q: 3 clusters Score -804419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -804425.125000 Penalty: 4423.716797
	Iteration 16Q: 3 clusters Score -804425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -804427.312500 Penalty: 4423.716797
	Iteration 17Q: 3 clusters Score -804427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -804429.437500 Penalty: 4423.716797
	Iteration 18Q: 3 clusters Score -804429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -804431.062500 Penalty: 4423.716797
	Iteration 19Q: 3 clusters Score -804431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -804433.062500 Penalty: 4423.716797
	Iteration 20F: 3 clusters Score -804433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -804435.937500 Penalty: 4423.716797
	Iteration 21Q: 3 clusters Score -804435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -804436.750000 Penalty: 4423.716797
	Iteration 22Q: 3 clusters Score -804436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -804436.812500 Penalty: 4423.716797
	Iteration 23Q: 3 clusters Score -804436.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -804436.500000 Penalty: 4423.716797
	Iteration 24Q: 3 clusters Score -804436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -804436.500000 Penalty: 4423.716797
	Iteration 25F: 3 clusters Score -804436.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -658450.625000 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -658450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -653119.187500 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -653119.2 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -654559.437500 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -654559.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -654887.687500 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -654887.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -655096.812500 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -655096.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -655251.875000 Penalty: 4345.262207
	Iteration 4Q: 3 clusters Score -655251.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -655376.875000 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -655376.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -655516.500000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -655516.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -655627.062500 Penalty: 4345.262207
	Iteration 7Q: 3 clusters Score -655627.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -655731.500000 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -655731.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -655821.687500 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -655821.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -655889.875000 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -655889.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -655955.750000 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -655955.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -656037.500000 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -656037.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -656125.875000 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -656125.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -656223.500000 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -656223.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -656333.500000 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -656333.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -656454.500000 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -656454.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -656562.875000 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -656562.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -656651.625000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -656651.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -656739.812500 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -656739.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -656805.125000 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -656805.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -656846.500000 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -656846.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -656874.500000 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -656874.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -656911.062500 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -656911.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -656935.187500 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -656935.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -656955.750000 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -656955.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -656970.875000 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -656970.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -656982.500000 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -656982.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -656994.250000 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -656994.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -657002.062500 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -657002.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -657006.750000 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -657006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -657013.875000 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -657013.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -657025.125000 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -657025.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -657034.687500 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -657034.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -657042.312500 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -657042.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -657049.750000 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -657049.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -657054.437500 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -657054.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -657057.687500 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -657057.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -657061.562500 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -657061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -657062.500000 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -657062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -657064.562500 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -657064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -657065.687500 Penalty: 4345.262207
	Iteration 41Q: 3 clusters Score -657065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -657065.250000 Penalty: 4345.262207
	Iteration 42Q: 3 clusters Score -657065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -657065.250000 Penalty: 4345.262207
	Iteration 43Q: 3 clusters Score -657065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -657067.187500 Penalty: 4345.262207
	Iteration 44Q: 3 clusters Score -657067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -657067.875000 Penalty: 4345.262207
	Iteration 45Q: 3 clusters Score -657067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -657069.875000 Penalty: 4345.262207
	Iteration 46Q: 3 clusters Score -657069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -657069.375000 Penalty: 4345.262207
	Iteration 47Q: 3 clusters Score -657069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -657067.250000 Penalty: 4345.262207
	Iteration 48Q: 3 clusters Score -657067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -657070.312500 Penalty: 4345.262207
	Iteration 49Q: 3 clusters Score -657070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -657070.750000 Penalty: 4345.262207
	Iteration 50Q: 3 clusters Score -657070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -657070.812500 Penalty: 4345.262207
	Iteration 51Q: 3 clusters Score -657070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -657070.625000 Penalty: 4345.262207
	Iteration 52Q: 3 clusters Score -657070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -657071.312500 Penalty: 4345.262207
	Iteration 53Q: 3 clusters Score -657071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -657071.312500 Penalty: 4345.262207
	Iteration 54Q: 3 clusters Score -657071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -657071.625000 Penalty: 4345.262207
	Iteration 55Q: 3 clusters Score -657071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -657072.750000 Penalty: 4345.262207
	Iteration 56Q: 3 clusters Score -657072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -657073.875000 Penalty: 4345.262207
	Iteration 57Q: 3 clusters Score -657073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -657075.000000 Penalty: 4345.262207
	Iteration 58Q: 3 clusters Score -657075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -657074.312500 Penalty: 4345.262207
	Iteration 59Q: 3 clusters Score -657074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -657075.875000 Penalty: 4345.262207
	Iteration 60F: 3 clusters Score -657075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -657076.062500 Penalty: 4345.262207
	Iteration 61Q: 3 clusters Score -657076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -657075.937500 Penalty: 4345.262207
	Iteration 62Q: 3 clusters Score -657075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -657075.937500 Penalty: 4345.262207
	Iteration 63F: 3 clusters Score -657075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (137362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Entering Unmasked Estep 
Score: -15462657.000000 Penalty: 2933.932861
	Iteration 0F: 2 clusters Score -1.546266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -15370564.000000 Penalty: 5867.865723
	Iteration 0F: 3 clusters Score -1.537056e+07 nChanged 65491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -15408833.000000 Penalty: 5867.865723
	Iteration 1F: 3 clusters Score -1.540883e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -15409708.000000 Penalty: 5867.865723
	Iteration 2Q: 3 clusters Score -1.540971e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -15410799.000000 Penalty: 5867.865723
	Iteration 3Q: 3 clusters Score -1.54108e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -15412607.000000 Penalty: 5867.865723
	Iteration 4Q: 3 clusters Score -1.541261e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -15415574.000000 Penalty: 5867.865723
	Iteration 5Q: 3 clusters Score -1.541557e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -15420866.000000 Penalty: 5867.865723
	Iteration 6F: 3 clusters Score -1.542087e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -15429344.000000 Penalty: 5867.865723
	Iteration 7F: 3 clusters Score -1.542934e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -15440706.000000 Penalty: 5867.865723
	Iteration 8F: 3 clusters Score -1.544071e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 128122 members 
Entering Unmasked Estep 
Score: -15451162.000000 Penalty: 5867.865723
	Iteration 9F: 3 clusters Score -1.545116e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 134051 members 
Entering Unmasked Estep 
Score: -15456964.000000 Penalty: 5867.865723
	Iteration 10Q: 3 clusters Score -1.545696e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
Score: -15459024.000000 Penalty: 5867.865723
	Iteration 11Q: 3 clusters Score -1.545902e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 136934 members 
Entering Unmasked Estep 
Score: -15459661.000000 Penalty: 5867.865723
	Iteration 12Q: 3 clusters Score -1.545966e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 137076 members 
Entering Unmasked Estep 
Score: -15459847.000000 Penalty: 5867.865723
	Iteration 13Q: 3 clusters Score -1.545985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -15459931.000000 Penalty: 5867.865723
	Iteration 14Q: 3 clusters Score -1.545993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 137126 members 
Entering Unmasked Estep 
Score: -15459953.000000 Penalty: 5867.865723
	Iteration 15Q: 3 clusters Score -1.545995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -15459977.000000 Penalty: 5867.865723
	Iteration 16Q: 3 clusters Score -1.545998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137145 members 
Entering Unmasked Estep 
Score: -15459996.000000 Penalty: 5867.865723
	Iteration 17Q: 3 clusters Score -1.546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -15460019.000000 Penalty: 5867.865723
	Iteration 18Q: 3 clusters Score -1.546002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 137155 members 
Entering Unmasked Estep 
Score: -15460029.000000 Penalty: 5867.865723
	Iteration 19Q: 3 clusters Score -1.546003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -15460047.000000 Penalty: 5867.865723
	Iteration 20F: 3 clusters Score -1.546005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -15460037.000000 Penalty: 5867.865723
	Iteration 21Q: 3 clusters Score -1.546004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -15460037.000000 Penalty: 5867.865723
	Iteration 22F: 3 clusters Score -1.546004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250266 members 
Entering Unmasked Estep 
Score: -28198130.000000 Penalty: 3082.709473
	Iteration 0F: 2 clusters Score -2.819813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125275 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -28041348.000000 Penalty: 6165.418945
	Iteration 0F: 3 clusters Score -2.804135e+07 nChanged 121005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129548 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -28113174.000000 Penalty: 6165.418945
	Iteration 1F: 3 clusters Score -2.811317e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -28114716.000000 Penalty: 6165.418945
	Iteration 2Q: 3 clusters Score -2.811472e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -28116582.000000 Penalty: 6165.418945
	Iteration 3Q: 3 clusters Score -2.811658e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143468 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -28119592.000000 Penalty: 6165.418945
	Iteration 4Q: 3 clusters Score -2.811959e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -28124892.000000 Penalty: 6165.418945
	Iteration 5Q: 3 clusters Score -2.812489e+07 nChanged 14991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -28134882.000000 Penalty: 6165.418945
	Iteration 6F: 3 clusters Score -2.813488e+07 nChanged 18426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185742 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -28149660.000000 Penalty: 6165.418945
	Iteration 7F: 3 clusters Score -2.814966e+07 nChanged 19820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205336 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -28167180.000000 Penalty: 6165.418945
	Iteration 8F: 3 clusters Score -2.816718e+07 nChanged 17339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222605 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -28182424.000000 Penalty: 6165.418945
	Iteration 9F: 3 clusters Score -2.818242e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235108 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -28190346.000000 Penalty: 6165.418945
	Iteration 10F: 3 clusters Score -2.819035e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242795 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -28193436.000000 Penalty: 6165.418945
	Iteration 11Q: 3 clusters Score -2.819344e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246775 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -28194530.000000 Penalty: 6165.418945
	Iteration 12Q: 3 clusters Score -2.819453e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248549 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -28195044.000000 Penalty: 6165.418945
	Iteration 13Q: 3 clusters Score -2.819504e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249220 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -28195238.000000 Penalty: 6165.418945
	Iteration 14Q: 3 clusters Score -2.819524e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249502 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -28195364.000000 Penalty: 6165.418945
	Iteration 15Q: 3 clusters Score -2.819536e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249643 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -28195476.000000 Penalty: 6165.418945
	Iteration 16Q: 3 clusters Score -2.819548e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249713 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -28195536.000000 Penalty: 6165.418945
	Iteration 17Q: 3 clusters Score -2.819554e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249756 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28195572.000000 Penalty: 6165.418945
	Iteration 18Q: 3 clusters Score -2.819557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249784 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -28195594.000000 Penalty: 6165.418945
	Iteration 19Q: 3 clusters Score -2.819559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249801 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -28195592.000000 Penalty: 6165.418945
	Iteration 20F: 3 clusters Score -2.819559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249816 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -28195612.000000 Penalty: 6165.418945
	Iteration 21Q: 3 clusters Score -2.819561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249819 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -28195624.000000 Penalty: 6165.418945
	Iteration 22Q: 3 clusters Score -2.819562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249823 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28195630.000000 Penalty: 6165.418945
	Iteration 23Q: 3 clusters Score -2.819563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249823 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28195646.000000 Penalty: 6165.418945
	Iteration 24Q: 3 clusters Score -2.819565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249828 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -28195652.000000 Penalty: 6165.418945
	Iteration 25Q: 3 clusters Score -2.819565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249828 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -28195666.000000 Penalty: 6165.418945
	Iteration 26Q: 3 clusters Score -2.819567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249830 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -28195670.000000 Penalty: 6165.418945
	Iteration 27Q: 3 clusters Score -2.819567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249831 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28195692.000000 Penalty: 6165.418945
	Iteration 28Q: 3 clusters Score -2.819569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249832 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28195704.000000 Penalty: 6165.418945
	Iteration 29Q: 3 clusters Score -2.81957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249833 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28195698.000000 Penalty: 6165.418945
	Iteration 30Q: 3 clusters Score -2.81957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249832 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28195698.000000 Penalty: 6165.418945
	Iteration 31Q: 3 clusters Score -2.81957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249831 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28195700.000000 Penalty: 6165.418945
	Iteration 32Q: 3 clusters Score -2.81957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249831 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28195700.000000 Penalty: 6165.418945
	Iteration 33F: 3 clusters Score -2.81957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -903843.625000 Penalty: 2228.886719
	Iteration 0F: 2 clusters Score -903843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -897385.312500 Penalty: 4457.773438
	Iteration 0F: 3 clusters Score -897385.3 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -899111.375000 Penalty: 4457.773438
	Iteration 1F: 3 clusters Score -899111.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -899401.750000 Penalty: 4457.773438
	Iteration 2F: 3 clusters Score -899401.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -899621.187500 Penalty: 4457.773438
	Iteration 3F: 3 clusters Score -899621.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -899787.500000 Penalty: 4457.773438
	Iteration 4Q: 3 clusters Score -899787.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -899913.250000 Penalty: 4457.773438
	Iteration 5Q: 3 clusters Score -899913.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -900007.062500 Penalty: 4457.773438
	Iteration 6Q: 3 clusters Score -900007.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -900088.187500 Penalty: 4457.773438
	Iteration 7Q: 3 clusters Score -900088.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -900166.437500 Penalty: 4457.773438
	Iteration 8Q: 3 clusters Score -900166.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -900261.375000 Penalty: 4457.773438
	Iteration 9Q: 3 clusters Score -900261.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -900353.500000 Penalty: 4457.773438
	Iteration 10Q: 3 clusters Score -900353.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -900490.500000 Penalty: 4457.773438
	Iteration 11Q: 3 clusters Score -900490.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -900676.000000 Penalty: 4457.773438
	Iteration 12Q: 3 clusters Score -900676 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -900942.562500 Penalty: 4457.773438
	Iteration 13Q: 3 clusters Score -900942.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -901270.812500 Penalty: 4457.773438
	Iteration 14Q: 3 clusters Score -901270.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -901619.187500 Penalty: 4457.773438
	Iteration 15Q: 3 clusters Score -901619.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -901852.187500 Penalty: 4457.773438
	Iteration 16Q: 3 clusters Score -901852.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -902012.562500 Penalty: 4457.773438
	Iteration 17Q: 3 clusters Score -902012.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -902162.187500 Penalty: 4457.773438
	Iteration 18Q: 3 clusters Score -902162.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -902298.062500 Penalty: 4457.773438
	Iteration 19Q: 3 clusters Score -902298.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -902438.562500 Penalty: 4457.773438
	Iteration 20F: 3 clusters Score -902438.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -902553.625000 Penalty: 4457.773438
	Iteration 21Q: 3 clusters Score -902553.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -902654.062500 Penalty: 4457.773438
	Iteration 22Q: 3 clusters Score -902654.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -902746.250000 Penalty: 4457.773438
	Iteration 23Q: 3 clusters Score -902746.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -902830.000000 Penalty: 4457.773438
	Iteration 24Q: 3 clusters Score -902830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -902911.437500 Penalty: 4457.773438
	Iteration 25Q: 3 clusters Score -902911.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -902980.500000 Penalty: 4457.773438
	Iteration 26Q: 3 clusters Score -902980.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -903035.375000 Penalty: 4457.773438
	Iteration 27Q: 3 clusters Score -903035.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -903081.187500 Penalty: 4457.773438
	Iteration 28Q: 3 clusters Score -903081.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -903114.375000 Penalty: 4457.773438
	Iteration 29Q: 3 clusters Score -903114.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -903153.875000 Penalty: 4457.773438
	Iteration 30Q: 3 clusters Score -903153.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -903194.250000 Penalty: 4457.773438
	Iteration 31Q: 3 clusters Score -903194.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -903227.187500 Penalty: 4457.773438
	Iteration 32Q: 3 clusters Score -903227.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -903269.937500 Penalty: 4457.773438
	Iteration 33Q: 3 clusters Score -903269.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -903308.125000 Penalty: 4457.773438
	Iteration 34Q: 3 clusters Score -903308.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -903340.000000 Penalty: 4457.773438
	Iteration 35Q: 3 clusters Score -903340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -903371.625000 Penalty: 4457.773438
	Iteration 36Q: 3 clusters Score -903371.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -903404.687500 Penalty: 4457.773438
	Iteration 37Q: 3 clusters Score -903404.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -903436.750000 Penalty: 4457.773438
	Iteration 38Q: 3 clusters Score -903436.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -903477.750000 Penalty: 4457.773438
	Iteration 39Q: 3 clusters Score -903477.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -903508.250000 Penalty: 4457.773438
	Iteration 40F: 3 clusters Score -903508.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -903529.562500 Penalty: 4457.773438
	Iteration 41Q: 3 clusters Score -903529.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -903535.562500 Penalty: 4457.773438
	Iteration 42Q: 3 clusters Score -903535.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -903541.875000 Penalty: 4457.773438
	Iteration 43Q: 3 clusters Score -903541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -903539.875000 Penalty: 4457.773438
	Iteration 44Q: 3 clusters Score -903539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -903545.125000 Penalty: 4457.773438
	Iteration 45Q: 3 clusters Score -903545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -903545.812500 Penalty: 4457.773438
	Iteration 46Q: 3 clusters Score -903545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -903547.375000 Penalty: 4457.773438
	Iteration 47Q: 3 clusters Score -903547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -903548.750000 Penalty: 4457.773438
	Iteration 48Q: 3 clusters Score -903548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -903549.562500 Penalty: 4457.773438
	Iteration 49Q: 3 clusters Score -903549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -903549.000000 Penalty: 4457.773438
	Iteration 50Q: 3 clusters Score -903549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -903550.250000 Penalty: 4457.773438
	Iteration 51Q: 3 clusters Score -903550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -903552.062500 Penalty: 4457.773438
	Iteration 52Q: 3 clusters Score -903552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -903552.062500 Penalty: 4457.773438
	Iteration 53Q: 3 clusters Score -903552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -903552.375000 Penalty: 4457.773438
	Iteration 54Q: 3 clusters Score -903552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -903552.875000 Penalty: 4457.773438
	Iteration 55Q: 3 clusters Score -903552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -903552.875000 Penalty: 4457.773438
	Iteration 56F: 3 clusters Score -903552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Entering Unmasked Estep 
Score: -1200325.375000 Penalty: 2296.406006
	Iteration 0F: 2 clusters Score -1200325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1192356.125000 Penalty: 4592.812012
	Iteration 0F: 3 clusters Score -1192356 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1194577.625000 Penalty: 4592.812012
	Iteration 1F: 3 clusters Score -1194578 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1194854.750000 Penalty: 4592.812012
	Iteration 2F: 3 clusters Score -1194855 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1195070.000000 Penalty: 4592.812012
	Iteration 3F: 3 clusters Score -1195070 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1195216.000000 Penalty: 4592.812012
	Iteration 4Q: 3 clusters Score -1195216 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1195310.375000 Penalty: 4592.812012
	Iteration 5Q: 3 clusters Score -1195310 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1195397.000000 Penalty: 4592.812012
	Iteration 6Q: 3 clusters Score -1195397 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1195467.625000 Penalty: 4592.812012
	Iteration 7Q: 3 clusters Score -1195468 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1195534.750000 Penalty: 4592.812012
	Iteration 8Q: 3 clusters Score -1195535 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1195601.000000 Penalty: 4592.812012
	Iteration 9Q: 3 clusters Score -1195601 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1195678.375000 Penalty: 4592.812012
	Iteration 10Q: 3 clusters Score -1195678 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1195772.875000 Penalty: 4592.812012
	Iteration 11Q: 3 clusters Score -1195773 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1195885.375000 Penalty: 4592.812012
	Iteration 12Q: 3 clusters Score -1195885 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1196012.125000 Penalty: 4592.812012
	Iteration 13Q: 3 clusters Score -1196012 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1196187.500000 Penalty: 4592.812012
	Iteration 14Q: 3 clusters Score -1196188 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1196417.500000 Penalty: 4592.812012
	Iteration 15Q: 3 clusters Score -1196418 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1196680.875000 Penalty: 4592.812012
	Iteration 16Q: 3 clusters Score -1196681 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1196986.000000 Penalty: 4592.812012
	Iteration 17Q: 3 clusters Score -1196986 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1197316.375000 Penalty: 4592.812012
	Iteration 18Q: 3 clusters Score -1197316 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1197579.750000 Penalty: 4592.812012
	Iteration 19Q: 3 clusters Score -1197580 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1197799.500000 Penalty: 4592.812012
	Iteration 20F: 3 clusters Score -1197800 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1197979.000000 Penalty: 4592.812012
	Iteration 21Q: 3 clusters Score -1197979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1198073.375000 Penalty: 4592.812012
	Iteration 22Q: 3 clusters Score -1198073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1198135.875000 Penalty: 4592.812012
	Iteration 23Q: 3 clusters Score -1198136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1198185.500000 Penalty: 4592.812012
	Iteration 24Q: 3 clusters Score -1198186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1198219.250000 Penalty: 4592.812012
	Iteration 25Q: 3 clusters Score -1198219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1198251.750000 Penalty: 4592.812012
	Iteration 26Q: 3 clusters Score -1198252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1198274.125000 Penalty: 4592.812012
	Iteration 27Q: 3 clusters Score -1198274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1198284.250000 Penalty: 4592.812012
	Iteration 28Q: 3 clusters Score -1198284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1198293.875000 Penalty: 4592.812012
	Iteration 29Q: 3 clusters Score -1198294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1198302.625000 Penalty: 4592.812012
	Iteration 30Q: 3 clusters Score -1198303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1198310.875000 Penalty: 4592.812012
	Iteration 31Q: 3 clusters Score -1198311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1198318.250000 Penalty: 4592.812012
	Iteration 32Q: 3 clusters Score -1198318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1198327.750000 Penalty: 4592.812012
	Iteration 33Q: 3 clusters Score -1198328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1198331.625000 Penalty: 4592.812012
	Iteration 34Q: 3 clusters Score -1198332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1198334.750000 Penalty: 4592.812012
	Iteration 35Q: 3 clusters Score -1198335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1198333.125000 Penalty: 4592.812012
	Iteration 36Q: 3 clusters Score -1198333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1198333.125000 Penalty: 4592.812012
	Iteration 37F: 3 clusters Score -1198333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -38658.820312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -38658.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37311.828125 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -37311.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37484.488281 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -37484.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37633.195312 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -37633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37732.253906 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -37732.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37876.667969 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -37876.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37917.398438 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -37917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37933.371094 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -37933.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37943.898438 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -37943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37949.714844 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -37949.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37958.085938 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -37958.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37990.535156 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -37990.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38002.515625 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -38002.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38010.632812 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -38010.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38014.023438 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -38014.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -38016.156250 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -38016.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -38016.156250 Penalty: 2961.745850
	Iteration 15F: 3 clusters Score -38016.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Entering Unmasked Estep 
Score: -4480873.000000 Penalty: 2624.141846
	Iteration 0F: 2 clusters Score -4480873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -4453999.500000 Penalty: 5248.283691
	Iteration 0F: 3 clusters Score -4454000 nChanged 18143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4463805.500000 Penalty: 5248.283691
	Iteration 1F: 3 clusters Score -4463806 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -4464268.000000 Penalty: 5248.283691
	Iteration 2Q: 3 clusters Score -4464268 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4464725.000000 Penalty: 5248.283691
	Iteration 3Q: 3 clusters Score -4464725 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4465165.000000 Penalty: 5248.283691
	Iteration 4Q: 3 clusters Score -4465165 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4465702.500000 Penalty: 5248.283691
	Iteration 5Q: 3 clusters Score -4465702 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4466312.000000 Penalty: 5248.283691
	Iteration 6Q: 3 clusters Score -4466312 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4467172.000000 Penalty: 5248.283691
	Iteration 7Q: 3 clusters Score -4467172 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -4468490.000000 Penalty: 5248.283691
	Iteration 8F: 3 clusters Score -4468490 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4470306.500000 Penalty: 5248.283691
	Iteration 9F: 3 clusters Score -4470306 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4472611.000000 Penalty: 5248.283691
	Iteration 10F: 3 clusters Score -4472611 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4474906.000000 Penalty: 5248.283691
	Iteration 11F: 3 clusters Score -4474906 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4476615.500000 Penalty: 5248.283691
	Iteration 12Q: 3 clusters Score -4476616 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4477614.000000 Penalty: 5248.283691
	Iteration 13Q: 3 clusters Score -4477614 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4478098.500000 Penalty: 5248.283691
	Iteration 14Q: 3 clusters Score -4478098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4478307.500000 Penalty: 5248.283691
	Iteration 15Q: 3 clusters Score -4478308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4478395.000000 Penalty: 5248.283691
	Iteration 16Q: 3 clusters Score -4478395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4478447.000000 Penalty: 5248.283691
	Iteration 17Q: 3 clusters Score -4478447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4478487.000000 Penalty: 5248.283691
	Iteration 18Q: 3 clusters Score -4478487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4478511.000000 Penalty: 5248.283691
	Iteration 19Q: 3 clusters Score -4478511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4478530.000000 Penalty: 5248.283691
	Iteration 20F: 3 clusters Score -4478530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4478538.500000 Penalty: 5248.283691
	Iteration 21Q: 3 clusters Score -4478538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4478544.000000 Penalty: 5248.283691
	Iteration 22Q: 3 clusters Score -4478544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4478545.000000 Penalty: 5248.283691
	Iteration 23Q: 3 clusters Score -4478545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4478546.000000 Penalty: 5248.283691
	Iteration 24Q: 3 clusters Score -4478546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4478545.000000 Penalty: 5248.283691
	Iteration 25Q: 3 clusters Score -4478545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4478545.000000 Penalty: 5248.283691
	Iteration 26F: 3 clusters Score -4478545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Entering Unmasked Estep 
Score: -2204361.500000 Penalty: 2449.786133
	Iteration 0F: 2 clusters Score -2204362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2190734.750000 Penalty: 4899.572266
	Iteration 0F: 3 clusters Score -2190735 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2195604.750000 Penalty: 4899.572266
	Iteration 1F: 3 clusters Score -2195605 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2196506.000000 Penalty: 4899.572266
	Iteration 2F: 3 clusters Score -2196506 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2197618.750000 Penalty: 4899.572266
	Iteration 3F: 3 clusters Score -2197619 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2198773.250000 Penalty: 4899.572266
	Iteration 4F: 3 clusters Score -2198773 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2199798.750000 Penalty: 4899.572266
	Iteration 5F: 3 clusters Score -2199799 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2200565.750000 Penalty: 4899.572266
	Iteration 6F: 3 clusters Score -2200566 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2201124.000000 Penalty: 4899.572266
	Iteration 7Q: 3 clusters Score -2201124 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2201534.750000 Penalty: 4899.572266
	Iteration 8Q: 3 clusters Score -2201535 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2201851.000000 Penalty: 4899.572266
	Iteration 9Q: 3 clusters Score -2201851 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2202086.250000 Penalty: 4899.572266
	Iteration 10Q: 3 clusters Score -2202086 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2202250.750000 Penalty: 4899.572266
	Iteration 11Q: 3 clusters Score -2202251 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2202352.750000 Penalty: 4899.572266
	Iteration 12Q: 3 clusters Score -2202353 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2202445.500000 Penalty: 4899.572266
	Iteration 13Q: 3 clusters Score -2202446 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2202513.250000 Penalty: 4899.572266
	Iteration 14Q: 3 clusters Score -2202513 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2202591.000000 Penalty: 4899.572266
	Iteration 15Q: 3 clusters Score -2202591 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2202657.750000 Penalty: 4899.572266
	Iteration 16Q: 3 clusters Score -2202658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2202691.500000 Penalty: 4899.572266
	Iteration 17Q: 3 clusters Score -2202692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2202729.500000 Penalty: 4899.572266
	Iteration 18Q: 3 clusters Score -2202730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2202750.750000 Penalty: 4899.572266
	Iteration 19Q: 3 clusters Score -2202751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2202763.750000 Penalty: 4899.572266
	Iteration 20F: 3 clusters Score -2202764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2202774.000000 Penalty: 4899.572266
	Iteration 21Q: 3 clusters Score -2202774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2202783.500000 Penalty: 4899.572266
	Iteration 22Q: 3 clusters Score -2202784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2202786.250000 Penalty: 4899.572266
	Iteration 23Q: 3 clusters Score -2202786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2202794.000000 Penalty: 4899.572266
	Iteration 24Q: 3 clusters Score -2202794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2202801.750000 Penalty: 4899.572266
	Iteration 25Q: 3 clusters Score -2202802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2202801.500000 Penalty: 4899.572266
	Iteration 26Q: 3 clusters Score -2202802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2202802.750000 Penalty: 4899.572266
	Iteration 27Q: 3 clusters Score -2202803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2202803.750000 Penalty: 4899.572266
	Iteration 28Q: 3 clusters Score -2202804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2202809.750000 Penalty: 4899.572266
	Iteration 29Q: 3 clusters Score -2202810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2202806.750000 Penalty: 4899.572266
	Iteration 30Q: 3 clusters Score -2202807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2202807.750000 Penalty: 4899.572266
	Iteration 31Q: 3 clusters Score -2202808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2202806.000000 Penalty: 4899.572266
	Iteration 32Q: 3 clusters Score -2202806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2202812.000000 Penalty: 4899.572266
	Iteration 33Q: 3 clusters Score -2202812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2202812.000000 Penalty: 4899.572266
	Iteration 34Q: 3 clusters Score -2202812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2202814.000000 Penalty: 4899.572266
	Iteration 35Q: 3 clusters Score -2202814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2202814.750000 Penalty: 4899.572266
	Iteration 36Q: 3 clusters Score -2202815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2202817.000000 Penalty: 4899.572266
	Iteration 37Q: 3 clusters Score -2202817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2202817.000000 Penalty: 4899.572266
	Iteration 38F: 3 clusters Score -2202817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 491 members 
Entering Unmasked Estep 
Score: -97599.117188 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97599.12 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97917.085938 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97917.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98092.312500 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -98092.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -98276.890625 Penalty: 3415.212646
	Iteration 3Q: 3 clusters Score -98276.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98550.492188 Penalty: 3415.212646
	Iteration 4F: 3 clusters Score -98550.49 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98671.140625 Penalty: 3415.212646
	Iteration 5F: 3 clusters Score -98671.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -98758.898438 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -98758.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -98815.867188 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -98815.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -98889.179688 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -98889.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -98945.843750 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -98945.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -99021.343750 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -99021.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99131.085938 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -99131.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99327.656250 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -99327.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -99767.953125 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -99767.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -99951.164062 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -99951.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99982.062500 Penalty: 3415.212646
	Iteration 15Q: 3 clusters Score -99982.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100012.601562 Penalty: 3415.212646
	Iteration 16Q: 3 clusters Score -100012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 17Q: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 18F: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 38353 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 137362 members 
Mstep: Class 8 contains 250266 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39388 members 
Mstep: Class 13 contains 19500 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 35878 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 211148 members 
Entering Unmasked Estep 
Score: -88588936.000000 Penalty: 67431.250000
Splitting cluster 14 changes total score from -88590264.000000 to -88588936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (35878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Entering Unmasked Estep 
Score: -4074596.750000 Penalty: 2600.994141
	Iteration 0F: 2 clusters Score -4074597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4050111.000000 Penalty: 5201.988281
	Iteration 0F: 3 clusters Score -4050111 nChanged 16446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4058943.000000 Penalty: 5201.988281
	Iteration 1F: 3 clusters Score -4058943 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4059370.250000 Penalty: 5201.988281
	Iteration 2Q: 3 clusters Score -4059370 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4059702.750000 Penalty: 5201.988281
	Iteration 3Q: 3 clusters Score -4059703 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4060024.750000 Penalty: 5201.988281
	Iteration 4Q: 3 clusters Score -4060025 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4060421.250000 Penalty: 5201.988281
	Iteration 5Q: 3 clusters Score -4060421 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4060996.000000 Penalty: 5201.988281
	Iteration 6Q: 3 clusters Score -4060996 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -4061715.000000 Penalty: 5201.988281
	Iteration 7Q: 3 clusters Score -4061715 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4062590.500000 Penalty: 5201.988281
	Iteration 8Q: 3 clusters Score -4062590 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4063576.750000 Penalty: 5201.988281
	Iteration 9Q: 3 clusters Score -4063577 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4064717.250000 Penalty: 5201.988281
	Iteration 10Q: 3 clusters Score -4064717 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4066062.000000 Penalty: 5201.988281
	Iteration 11F: 3 clusters Score -4066062 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -4067424.750000 Penalty: 5201.988281
	Iteration 12F: 3 clusters Score -4067425 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4068775.500000 Penalty: 5201.988281
	Iteration 13Q: 3 clusters Score -4068776 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4069959.500000 Penalty: 5201.988281
	Iteration 14Q: 3 clusters Score -4069960 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4070861.250000 Penalty: 5201.988281
	Iteration 15Q: 3 clusters Score -4070861 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4071428.750000 Penalty: 5201.988281
	Iteration 16Q: 3 clusters Score -4071429 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4071780.500000 Penalty: 5201.988281
	Iteration 17Q: 3 clusters Score -4071780 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4071969.500000 Penalty: 5201.988281
	Iteration 18Q: 3 clusters Score -4071970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4072108.000000 Penalty: 5201.988281
	Iteration 19Q: 3 clusters Score -4072108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4072190.750000 Penalty: 5201.988281
	Iteration 20F: 3 clusters Score -4072191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4072244.250000 Penalty: 5201.988281
	Iteration 21Q: 3 clusters Score -4072244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -4072275.750000 Penalty: 5201.988281
	Iteration 22Q: 3 clusters Score -4072276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4072303.000000 Penalty: 5201.988281
	Iteration 23Q: 3 clusters Score -4072303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -4072312.250000 Penalty: 5201.988281
	Iteration 24Q: 3 clusters Score -4072312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4072318.000000 Penalty: 5201.988281
	Iteration 25Q: 3 clusters Score -4072318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4072336.250000 Penalty: 5201.988281
	Iteration 26Q: 3 clusters Score -4072336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4072341.250000 Penalty: 5201.988281
	Iteration 27Q: 3 clusters Score -4072341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4072345.000000 Penalty: 5201.988281
	Iteration 28Q: 3 clusters Score -4072345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4072346.750000 Penalty: 5201.988281
	Iteration 29Q: 3 clusters Score -4072347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4072348.500000 Penalty: 5201.988281
	Iteration 30Q: 3 clusters Score -4072348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4072349.250000 Penalty: 5201.988281
	Iteration 31Q: 3 clusters Score -4072349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4072350.000000 Penalty: 5201.988281
	Iteration 32Q: 3 clusters Score -4072350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4072350.000000 Penalty: 5201.988281
	Iteration 33F: 3 clusters Score -4072350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -103080.992188 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -103081 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 473 members 
Entering Unmasked Estep 
Score: -101144.164062 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -101144.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101409.062500 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -101409.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101493.789062 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -101493.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101554.187500 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -101554.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101599.328125 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -101599.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101629.617188 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -101629.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101654.820312 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -101654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101663.257812 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -101663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101665.617188 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -101665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101667.515625 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -101667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101667.929688 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -101667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101669.296875 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -101669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101669.648438 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -101669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101672.484375 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -101672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101675.140625 Penalty: 3388.648926
	Iteration 14Q: 3 clusters Score -101675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101675.382812 Penalty: 3388.648926
	Iteration 15Q: 3 clusters Score -101675.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101675.382812 Penalty: 3388.648926
	Iteration 16F: 3 clusters Score -101675.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -99973.906250 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -99973.91 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 493 members 
Entering Unmasked Estep 
Score: -98146.117188 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -98146.12 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98578.179688 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -98578.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98713.765625 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -98713.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98767.484375 Penalty: 3392.911133
	Iteration 3Q: 3 clusters Score -98767.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -98799.664062 Penalty: 3392.911133
	Iteration 4Q: 3 clusters Score -98799.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -98820.257812 Penalty: 3392.911133
	Iteration 5Q: 3 clusters Score -98820.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -98828.757812 Penalty: 3392.911133
	Iteration 6Q: 3 clusters Score -98828.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -98833.093750 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -98833.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -98839.367188 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -98839.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98841.453125 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -98841.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98847.046875 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -98847.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -98853.820312 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -98853.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -98858.359375 Penalty: 3392.911133
	Iteration 12Q: 3 clusters Score -98858.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -98860.445312 Penalty: 3392.911133
	Iteration 13Q: 3 clusters Score -98860.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98865.132812 Penalty: 3392.911133
	Iteration 14Q: 3 clusters Score -98865.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98870.226562 Penalty: 3392.911133
	Iteration 15Q: 3 clusters Score -98870.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98870.429688 Penalty: 3392.911133
	Iteration 16Q: 3 clusters Score -98870.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98870.429688 Penalty: 3392.911133
	Iteration 17F: 3 clusters Score -98870.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -497438.031250 Penalty: 2071.199463
	Iteration 0F: 2 clusters Score -497438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -493350.843750 Penalty: 4142.398926
	Iteration 0F: 3 clusters Score -493350.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -494270.687500 Penalty: 4142.398926
	Iteration 1F: 3 clusters Score -494270.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -494463.968750 Penalty: 4142.398926
	Iteration 2F: 3 clusters Score -494464 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -494568.687500 Penalty: 4142.398926
	Iteration 3Q: 3 clusters Score -494568.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -494648.000000 Penalty: 4142.398926
	Iteration 4Q: 3 clusters Score -494648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -494709.500000 Penalty: 4142.398926
	Iteration 5Q: 3 clusters Score -494709.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -494749.281250 Penalty: 4142.398926
	Iteration 6Q: 3 clusters Score -494749.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -494774.625000 Penalty: 4142.398926
	Iteration 7Q: 3 clusters Score -494774.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -494798.406250 Penalty: 4142.398926
	Iteration 8Q: 3 clusters Score -494798.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -494819.031250 Penalty: 4142.398926
	Iteration 9Q: 3 clusters Score -494819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -494837.437500 Penalty: 4142.398926
	Iteration 10Q: 3 clusters Score -494837.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -494854.906250 Penalty: 4142.398926
	Iteration 11Q: 3 clusters Score -494854.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -494867.968750 Penalty: 4142.398926
	Iteration 12Q: 3 clusters Score -494868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -494883.187500 Penalty: 4142.398926
	Iteration 13Q: 3 clusters Score -494883.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -494896.406250 Penalty: 4142.398926
	Iteration 14Q: 3 clusters Score -494896.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -494910.468750 Penalty: 4142.398926
	Iteration 15Q: 3 clusters Score -494910.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494922.531250 Penalty: 4142.398926
	Iteration 16Q: 3 clusters Score -494922.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -494929.375000 Penalty: 4142.398926
	Iteration 17Q: 3 clusters Score -494929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -494935.500000 Penalty: 4142.398926
	Iteration 18Q: 3 clusters Score -494935.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -494940.875000 Penalty: 4142.398926
	Iteration 19Q: 3 clusters Score -494940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -494946.812500 Penalty: 4142.398926
	Iteration 20F: 3 clusters Score -494946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -494954.062500 Penalty: 4142.398926
	Iteration 21Q: 3 clusters Score -494954.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -494961.031250 Penalty: 4142.398926
	Iteration 22Q: 3 clusters Score -494961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -494965.843750 Penalty: 4142.398926
	Iteration 23Q: 3 clusters Score -494965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -494969.468750 Penalty: 4142.398926
	Iteration 24Q: 3 clusters Score -494969.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -494975.625000 Penalty: 4142.398926
	Iteration 25Q: 3 clusters Score -494975.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -494984.687500 Penalty: 4142.398926
	Iteration 26Q: 3 clusters Score -494984.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -494991.843750 Penalty: 4142.398926
	Iteration 27Q: 3 clusters Score -494991.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -495001.937500 Penalty: 4142.398926
	Iteration 28Q: 3 clusters Score -495001.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -495010.937500 Penalty: 4142.398926
	Iteration 29Q: 3 clusters Score -495010.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -495018.250000 Penalty: 4142.398926
	Iteration 30Q: 3 clusters Score -495018.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -495026.562500 Penalty: 4142.398926
	Iteration 31Q: 3 clusters Score -495026.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -495033.343750 Penalty: 4142.398926
	Iteration 32Q: 3 clusters Score -495033.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -495043.656250 Penalty: 4142.398926
	Iteration 33Q: 3 clusters Score -495043.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -495052.375000 Penalty: 4142.398926
	Iteration 34Q: 3 clusters Score -495052.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -495063.875000 Penalty: 4142.398926
	Iteration 35Q: 3 clusters Score -495063.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -495076.906250 Penalty: 4142.398926
	Iteration 36Q: 3 clusters Score -495076.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -495086.468750 Penalty: 4142.398926
	Iteration 37Q: 3 clusters Score -495086.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -495096.875000 Penalty: 4142.398926
	Iteration 38Q: 3 clusters Score -495096.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -495107.968750 Penalty: 4142.398926
	Iteration 39Q: 3 clusters Score -495108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -495121.531250 Penalty: 4142.398926
	Iteration 40F: 3 clusters Score -495121.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -495140.531250 Penalty: 4142.398926
	Iteration 41Q: 3 clusters Score -495140.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -495158.218750 Penalty: 4142.398926
	Iteration 42Q: 3 clusters Score -495158.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -495171.750000 Penalty: 4142.398926
	Iteration 43Q: 3 clusters Score -495171.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -495183.593750 Penalty: 4142.398926
	Iteration 44Q: 3 clusters Score -495183.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -495194.031250 Penalty: 4142.398926
	Iteration 45Q: 3 clusters Score -495194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -495206.625000 Penalty: 4142.398926
	Iteration 46Q: 3 clusters Score -495206.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -495222.937500 Penalty: 4142.398926
	Iteration 47Q: 3 clusters Score -495222.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -495235.156250 Penalty: 4142.398926
	Iteration 48Q: 3 clusters Score -495235.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -495249.375000 Penalty: 4142.398926
	Iteration 49Q: 3 clusters Score -495249.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -495263.312500 Penalty: 4142.398926
	Iteration 50Q: 3 clusters Score -495263.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -495275.406250 Penalty: 4142.398926
	Iteration 51Q: 3 clusters Score -495275.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -495285.218750 Penalty: 4142.398926
	Iteration 52Q: 3 clusters Score -495285.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -495295.343750 Penalty: 4142.398926
	Iteration 53Q: 3 clusters Score -495295.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -495311.000000 Penalty: 4142.398926
	Iteration 54Q: 3 clusters Score -495311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -495329.000000 Penalty: 4142.398926
	Iteration 55Q: 3 clusters Score -495329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -495347.218750 Penalty: 4142.398926
	Iteration 56Q: 3 clusters Score -495347.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -495364.250000 Penalty: 4142.398926
	Iteration 57Q: 3 clusters Score -495364.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -495381.187500 Penalty: 4142.398926
	Iteration 58Q: 3 clusters Score -495381.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -495404.531250 Penalty: 4142.398926
	Iteration 59Q: 3 clusters Score -495404.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -495420.093750 Penalty: 4142.398926
	Iteration 60F: 3 clusters Score -495420.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -495432.375000 Penalty: 4142.398926
	Iteration 61Q: 3 clusters Score -495432.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -495445.031250 Penalty: 4142.398926
	Iteration 62Q: 3 clusters Score -495445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -495455.781250 Penalty: 4142.398926
	Iteration 63Q: 3 clusters Score -495455.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -495464.937500 Penalty: 4142.398926
	Iteration 64Q: 3 clusters Score -495464.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -495474.250000 Penalty: 4142.398926
	Iteration 65Q: 3 clusters Score -495474.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -495489.625000 Penalty: 4142.398926
	Iteration 66Q: 3 clusters Score -495489.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -495501.843750 Penalty: 4142.398926
	Iteration 67Q: 3 clusters Score -495501.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -495515.718750 Penalty: 4142.398926
	Iteration 68Q: 3 clusters Score -495515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -495523.656250 Penalty: 4142.398926
	Iteration 69Q: 3 clusters Score -495523.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -495531.062500 Penalty: 4142.398926
	Iteration 70Q: 3 clusters Score -495531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -495535.906250 Penalty: 4142.398926
	Iteration 71Q: 3 clusters Score -495535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -495544.406250 Penalty: 4142.398926
	Iteration 72Q: 3 clusters Score -495544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -495553.250000 Penalty: 4142.398926
	Iteration 73Q: 3 clusters Score -495553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -495562.593750 Penalty: 4142.398926
	Iteration 74Q: 3 clusters Score -495562.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -495567.781250 Penalty: 4142.398926
	Iteration 75Q: 3 clusters Score -495567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -495574.281250 Penalty: 4142.398926
	Iteration 76Q: 3 clusters Score -495574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -495578.250000 Penalty: 4142.398926
	Iteration 77Q: 3 clusters Score -495578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -495584.218750 Penalty: 4142.398926
	Iteration 78Q: 3 clusters Score -495584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -495589.218750 Penalty: 4142.398926
	Iteration 79Q: 3 clusters Score -495589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -495595.468750 Penalty: 4142.398926
	Iteration 80F: 3 clusters Score -495595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -495599.718750 Penalty: 4142.398926
	Iteration 81Q: 3 clusters Score -495599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -495603.000000 Penalty: 4142.398926
	Iteration 82Q: 3 clusters Score -495603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -495606.875000 Penalty: 4142.398926
	Iteration 83Q: 3 clusters Score -495606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -495607.843750 Penalty: 4142.398926
	Iteration 84Q: 3 clusters Score -495607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -495607.843750 Penalty: 4142.398926
	Iteration 85F: 3 clusters Score -495607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (211148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211148 members 
Entering Unmasked Estep 
Score: -23649484.000000 Penalty: 3040.558105
	Iteration 0F: 2 clusters Score -2.364948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -23510344.000000 Penalty: 6081.116211
	Iteration 0F: 3 clusters Score -2.351034e+07 nChanged 101836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102365 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -23570502.000000 Penalty: 6081.116211
	Iteration 1F: 3 clusters Score -2.35705e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100502 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -23571442.000000 Penalty: 6081.116211
	Iteration 2Q: 3 clusters Score -2.357144e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -23572744.000000 Penalty: 6081.116211
	Iteration 3Q: 3 clusters Score -2.357274e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -23574626.000000 Penalty: 6081.116211
	Iteration 4Q: 3 clusters Score -2.357463e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -23577932.000000 Penalty: 6081.116211
	Iteration 5Q: 3 clusters Score -2.357793e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 134757 members 
Entering Unmasked Estep 
Score: -23583794.000000 Penalty: 6081.116211
	Iteration 6F: 3 clusters Score -2.358379e+07 nChanged 13913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 148126 members 
Entering Unmasked Estep 
Score: -23593396.000000 Penalty: 6081.116211
	Iteration 7F: 3 clusters Score -2.35934e+07 nChanged 16496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -23606468.000000 Penalty: 6081.116211
	Iteration 8F: 3 clusters Score -2.360647e+07 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 180309 members 
Entering Unmasked Estep 
Score: -23620540.000000 Penalty: 6081.116211
	Iteration 9F: 3 clusters Score -2.362054e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 192892 members 
Entering Unmasked Estep 
Score: -23631516.000000 Penalty: 6081.116211
	Iteration 10F: 3 clusters Score -2.363152e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 201028 members 
Entering Unmasked Estep 
Score: -23638948.000000 Penalty: 6081.116211
	Iteration 11Q: 3 clusters Score -2.363895e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -23643150.000000 Penalty: 6081.116211
	Iteration 12Q: 3 clusters Score -2.364315e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 207927 members 
Entering Unmasked Estep 
Score: -23645162.000000 Penalty: 6081.116211
	Iteration 13Q: 3 clusters Score -2.364516e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 209041 members 
Entering Unmasked Estep 
Score: -23646096.000000 Penalty: 6081.116211
	Iteration 14Q: 3 clusters Score -2.36461e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 209579 members 
Entering Unmasked Estep 
Score: -23646524.000000 Penalty: 6081.116211
	Iteration 15Q: 3 clusters Score -2.364652e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 209851 members 
Entering Unmasked Estep 
Score: -23646752.000000 Penalty: 6081.116211
	Iteration 16Q: 3 clusters Score -2.364675e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210006 members 
Entering Unmasked Estep 
Score: -23646896.000000 Penalty: 6081.116211
	Iteration 17Q: 3 clusters Score -2.36469e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 210081 members 
Entering Unmasked Estep 
Score: -23646964.000000 Penalty: 6081.116211
	Iteration 18Q: 3 clusters Score -2.364696e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 210122 members 
Entering Unmasked Estep 
Score: -23647028.000000 Penalty: 6081.116211
	Iteration 19Q: 3 clusters Score -2.364703e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 210150 members 
Entering Unmasked Estep 
Score: -23647050.000000 Penalty: 6081.116211
	Iteration 20F: 3 clusters Score -2.364705e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 210163 members 
Entering Unmasked Estep 
Score: -23647056.000000 Penalty: 6081.116211
	Iteration 21Q: 3 clusters Score -2.364706e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 210170 members 
Entering Unmasked Estep 
Score: -23647058.000000 Penalty: 6081.116211
	Iteration 22Q: 3 clusters Score -2.364706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 210177 members 
Entering Unmasked Estep 
Score: -23647058.000000 Penalty: 6081.116211
	Iteration 23Q: 3 clusters Score -2.364706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 210185 members 
Entering Unmasked Estep 
Score: -23647064.000000 Penalty: 6081.116211
	Iteration 24Q: 3 clusters Score -2.364706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 210193 members 
Entering Unmasked Estep 
Score: -23647078.000000 Penalty: 6081.116211
	Iteration 25Q: 3 clusters Score -2.364708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 210197 members 
Entering Unmasked Estep 
Score: -23647084.000000 Penalty: 6081.116211
	Iteration 26Q: 3 clusters Score -2.364708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 210198 members 
Entering Unmasked Estep 
Score: -23647094.000000 Penalty: 6081.116211
	Iteration 27Q: 3 clusters Score -2.364709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 210202 members 
Entering Unmasked Estep 
Score: -23647122.000000 Penalty: 6081.116211
	Iteration 28Q: 3 clusters Score -2.364712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 210206 members 
Entering Unmasked Estep 
Score: -23647118.000000 Penalty: 6081.116211
	Iteration 29Q: 3 clusters Score -2.364712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 210209 members 
Entering Unmasked Estep 
Score: -23647136.000000 Penalty: 6081.116211
	Iteration 30Q: 3 clusters Score -2.364714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 210214 members 
Entering Unmasked Estep 
Score: -23647138.000000 Penalty: 6081.116211
	Iteration 31Q: 3 clusters Score -2.364714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 210215 members 
Entering Unmasked Estep 
Score: -23647130.000000 Penalty: 6081.116211
	Iteration 32Q: 3 clusters Score -2.364713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 210219 members 
Entering Unmasked Estep 
Score: -23647124.000000 Penalty: 6081.116211
	Iteration 33Q: 3 clusters Score -2.364712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 210215 members 
Entering Unmasked Estep 
Score: -23647118.000000 Penalty: 6081.116211
	Iteration 34Q: 3 clusters Score -2.364712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 210212 members 
Entering Unmasked Estep 
Score: -23647132.000000 Penalty: 6081.116211
	Iteration 35Q: 3 clusters Score -2.364713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 210210 members 
Entering Unmasked Estep 
Score: -23647132.000000 Penalty: 6081.116211
	Iteration 36Q: 3 clusters Score -2.364713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 210212 members 
Entering Unmasked Estep 
Score: -23647130.000000 Penalty: 6081.116211
	Iteration 37Q: 3 clusters Score -2.364713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 210207 members 
Entering Unmasked Estep 
Score: -23647132.000000 Penalty: 6081.116211
	Iteration 38Q: 3 clusters Score -2.364713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 210201 members 
Entering Unmasked Estep 
Score: -23647128.000000 Penalty: 6081.116211
	Iteration 39Q: 3 clusters Score -2.364713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 210200 members 
Entering Unmasked Estep 
Score: -23647132.000000 Penalty: 6081.116211
	Iteration 40F: 3 clusters Score -2.364713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 210201 members 
Entering Unmasked Estep 
Score: -23647124.000000 Penalty: 6081.116211
	Iteration 41Q: 3 clusters Score -2.364712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 210203 members 
Entering Unmasked Estep 
Score: -23647132.000000 Penalty: 6081.116211
	Iteration 42Q: 3 clusters Score -2.364713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 210203 members 
Entering Unmasked Estep 
Score: -23647140.000000 Penalty: 6081.116211
	Iteration 43Q: 3 clusters Score -2.364714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 210204 members 
Entering Unmasked Estep 
Score: -23647136.000000 Penalty: 6081.116211
	Iteration 44Q: 3 clusters Score -2.364714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 210211 members 
Entering Unmasked Estep 
Score: -23647142.000000 Penalty: 6081.116211
	Iteration 45Q: 3 clusters Score -2.364714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 210212 members 
Entering Unmasked Estep 
Score: -23647146.000000 Penalty: 6081.116211
	Iteration 46Q: 3 clusters Score -2.364715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 210213 members 
Entering Unmasked Estep 
Score: -23647154.000000 Penalty: 6081.116211
	Iteration 47Q: 3 clusters Score -2.364715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 210214 members 
Entering Unmasked Estep 
Score: -23647154.000000 Penalty: 6081.116211
	Iteration 48Q: 3 clusters Score -2.364715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 210216 members 
Entering Unmasked Estep 
Score: -23647160.000000 Penalty: 6081.116211
	Iteration 49Q: 3 clusters Score -2.364716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 210217 members 
Entering Unmasked Estep 
Score: -23647168.000000 Penalty: 6081.116211
	Iteration 50Q: 3 clusters Score -2.364717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 210219 members 
Entering Unmasked Estep 
Score: -23647172.000000 Penalty: 6081.116211
	Iteration 51Q: 3 clusters Score -2.364717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 210220 members 
Entering Unmasked Estep 
Score: -23647170.000000 Penalty: 6081.116211
	Iteration 52Q: 3 clusters Score -2.364717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 210222 members 
Entering Unmasked Estep 
Score: -23647166.000000 Penalty: 6081.116211
	Iteration 53Q: 3 clusters Score -2.364717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 210222 members 
Entering Unmasked Estep 
Score: -23647160.000000 Penalty: 6081.116211
	Iteration 54Q: 3 clusters Score -2.364716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 210221 members 
Entering Unmasked Estep 
Score: -23647158.000000 Penalty: 6081.116211
	Iteration 55Q: 3 clusters Score -2.364716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 210220 members 
Entering Unmasked Estep 
Score: -23647174.000000 Penalty: 6081.116211
	Iteration 56Q: 3 clusters Score -2.364717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 210218 members 
Entering Unmasked Estep 
Score: -23647190.000000 Penalty: 6081.116211
	Iteration 57Q: 3 clusters Score -2.364719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 210219 members 
Entering Unmasked Estep 
Score: -23647176.000000 Penalty: 6081.116211
	Iteration 58Q: 3 clusters Score -2.364718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 210219 members 
Entering Unmasked Estep 
Score: -23647176.000000 Penalty: 6081.116211
	Iteration 59F: 3 clusters Score -2.364718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 38353 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 137362 members 
Mstep: Class 8 contains 250266 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39388 members 
Mstep: Class 13 contains 19500 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35878 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 211148 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 279Q: 20 clusters Score -8.859008e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 38354 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 137452 members 
Mstep: Class 8 contains 250236 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39394 members 
Mstep: Class 13 contains 19505 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35875 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4233 members 
Mstep: Class 20 contains 211070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 20 clusters Score -8.859025e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 38355 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 137527 members 
Mstep: Class 8 contains 250230 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 10501 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39398 members 
Mstep: Class 13 contains 19507 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35875 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 210982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 281Q: 20 clusters Score -8.859022e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 38357 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 137620 members 
Mstep: Class 8 contains 250223 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 10499 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39398 members 
Mstep: Class 13 contains 19510 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35873 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4219 members 
Mstep: Class 20 contains 210886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 20 clusters Score -8.859011e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 38362 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 137727 members 
Mstep: Class 8 contains 250200 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39403 members 
Mstep: Class 13 contains 19514 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35870 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 210787 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 20 clusters Score -8.85901e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 38366 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 137835 members 
Mstep: Class 8 contains 250164 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39401 members 
Mstep: Class 13 contains 19518 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35869 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 210709 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 284Q: 20 clusters Score -8.859009e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 38371 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 137956 members 
Mstep: Class 8 contains 250117 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 10501 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39400 members 
Mstep: Class 13 contains 19520 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35867 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 210628 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 20 clusters Score -8.859006e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 38372 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 138073 members 
Mstep: Class 8 contains 250083 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39406 members 
Mstep: Class 13 contains 19523 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35874 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 210529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589944.000000 Penalty: 64059.687500
Iteration 286Q: 20 clusters Score -8.858994e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 38371 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 138182 members 
Mstep: Class 8 contains 250070 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39411 members 
Mstep: Class 13 contains 19527 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35877 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 210428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589896.000000 Penalty: 64059.687500
Iteration 287Q: 20 clusters Score -8.85899e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 38364 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 138299 members 
Mstep: Class 8 contains 250026 members 
Mstep: Class 9 contains 8018 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39422 members 
Mstep: Class 13 contains 19532 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35889 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 210324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589904.000000 Penalty: 64059.687500
Iteration 288Q: 20 clusters Score -8.85899e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4640 members 
Mstep: Class 4 contains 38361 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 138417 members 
Mstep: Class 8 contains 249973 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39436 members 
Mstep: Class 13 contains 19539 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35892 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 210212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589912.000000 Penalty: 64059.687500
Iteration 289Q: 20 clusters Score -8.858991e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4652 members 
Mstep: Class 4 contains 38363 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 138516 members 
Mstep: Class 8 contains 249944 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39443 members 
Mstep: Class 13 contains 19548 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35900 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 210087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589856.000000 Penalty: 64059.687500
Iteration 290Q: 20 clusters Score -8.858986e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4656 members 
Mstep: Class 4 contains 38364 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 138635 members 
Mstep: Class 8 contains 249917 members 
Mstep: Class 9 contains 8043 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39450 members 
Mstep: Class 13 contains 19553 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35906 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 209956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589736.000000 Penalty: 64059.687500
Iteration 291Q: 20 clusters Score -8.858974e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4662 members 
Mstep: Class 4 contains 38362 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 138758 members 
Mstep: Class 8 contains 249896 members 
Mstep: Class 9 contains 8051 members 
Mstep: Class 10 contains 10485 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39449 members 
Mstep: Class 13 contains 19558 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35906 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 209835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589936.000000 Penalty: 64059.687500
Iteration 292Q: 20 clusters Score -8.858994e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4667 members 
Mstep: Class 4 contains 38363 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 138877 members 
Mstep: Class 8 contains 249873 members 
Mstep: Class 9 contains 8057 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39456 members 
Mstep: Class 13 contains 19562 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35908 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 209711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589944.000000 Penalty: 64059.687500
Iteration 293Q: 20 clusters Score -8.858994e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4675 members 
Mstep: Class 4 contains 38367 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 138975 members 
Mstep: Class 8 contains 249857 members 
Mstep: Class 9 contains 8067 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39455 members 
Mstep: Class 13 contains 19568 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35906 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 209595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590000.000000 Penalty: 64059.687500
Iteration 294Q: 20 clusters Score -8.859e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4683 members 
Mstep: Class 4 contains 38365 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 139071 members 
Mstep: Class 8 contains 249863 members 
Mstep: Class 9 contains 8079 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39452 members 
Mstep: Class 13 contains 19574 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35909 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 209463 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 20 clusters Score -8.859e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4689 members 
Mstep: Class 4 contains 38364 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 139164 members 
Mstep: Class 8 contains 249865 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39456 members 
Mstep: Class 13 contains 19584 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4104 members 
Mstep: Class 20 contains 209344 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 296Q: 20 clusters Score -8.858992e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 38359 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 139235 members 
Mstep: Class 8 contains 249896 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39468 members 
Mstep: Class 13 contains 19596 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35899 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 209205 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 297Q: 20 clusters Score -8.858998e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4717 members 
Mstep: Class 4 contains 38357 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 139334 members 
Mstep: Class 8 contains 249913 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39476 members 
Mstep: Class 13 contains 19600 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35899 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 209053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590176.000000 Penalty: 64059.687500
Iteration 298Q: 20 clusters Score -8.859018e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 38355 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 139439 members 
Mstep: Class 8 contains 249923 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39484 members 
Mstep: Class 13 contains 19608 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35901 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 208907 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 20 clusters Score -8.859029e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4733 members 
Mstep: Class 4 contains 38352 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 139525 members 
Mstep: Class 8 contains 249969 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39489 members 
Mstep: Class 13 contains 19616 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35898 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 208746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590256.000000 Penalty: 64059.687500
Iteration 300F: 20 clusters Score -8.859026e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4747 members 
Mstep: Class 4 contains 38352 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 139616 members 
Mstep: Class 8 contains 250000 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39498 members 
Mstep: Class 13 contains 19621 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35903 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 208591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590088.000000 Penalty: 64059.687500
Iteration 301Q: 20 clusters Score -8.859009e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 38353 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 139729 members 
Mstep: Class 8 contains 250013 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39500 members 
Mstep: Class 13 contains 19630 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35904 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 208440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590112.000000 Penalty: 64059.687500
Iteration 302Q: 20 clusters Score -8.859011e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 38351 members 
Mstep: Class 5 contains 7467 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 139867 members 
Mstep: Class 8 contains 250014 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 10 contains 10482 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39504 members 
Mstep: Class 13 contains 19641 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35913 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4046 members 
Mstep: Class 20 contains 208255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589936.000000 Penalty: 64059.687500
Iteration 303Q: 20 clusters Score -8.858994e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 38351 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 140008 members 
Mstep: Class 8 contains 250015 members 
Mstep: Class 9 contains 8140 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39507 members 
Mstep: Class 13 contains 19648 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35911 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 208072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589968.000000 Penalty: 64059.687500
Iteration 304Q: 20 clusters Score -8.858997e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 38356 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 140141 members 
Mstep: Class 8 contains 249990 members 
Mstep: Class 9 contains 8154 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39513 members 
Mstep: Class 13 contains 19659 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35916 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 207895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589744.000000 Penalty: 64059.687500
Iteration 305Q: 20 clusters Score -8.858974e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 38358 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 140276 members 
Mstep: Class 8 contains 250012 members 
Mstep: Class 9 contains 8175 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39510 members 
Mstep: Class 13 contains 19678 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35917 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 207666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589808.000000 Penalty: 64059.687500
Iteration 306Q: 20 clusters Score -8.858981e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4899 members 
Mstep: Class 4 contains 38356 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 140401 members 
Mstep: Class 8 contains 250052 members 
Mstep: Class 9 contains 8195 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39509 members 
Mstep: Class 13 contains 19691 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35913 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 207439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589776.000000 Penalty: 64059.687500
Iteration 307Q: 20 clusters Score -8.858978e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 38355 members 
Mstep: Class 5 contains 7463 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 140517 members 
Mstep: Class 8 contains 250086 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 10485 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39509 members 
Mstep: Class 13 contains 19702 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35911 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 207240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589824.000000 Penalty: 64059.687500
Iteration 308Q: 20 clusters Score -8.858982e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 4 contains 38352 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 140617 members 
Mstep: Class 8 contains 250131 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39508 members 
Mstep: Class 13 contains 19712 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35911 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 207048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589768.000000 Penalty: 64059.687500
Iteration 309Q: 20 clusters Score -8.858977e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 38346 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 140728 members 
Mstep: Class 8 contains 250151 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39508 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35906 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 206874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589864.000000 Penalty: 64059.687500
Iteration 310Q: 20 clusters Score -8.858986e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 38337 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 140849 members 
Mstep: Class 8 contains 250153 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39505 members 
Mstep: Class 13 contains 19736 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35910 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 206718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589816.000000 Penalty: 64059.687500
Iteration 311Q: 20 clusters Score -8.858982e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 38327 members 
Mstep: Class 5 contains 7456 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 140966 members 
Mstep: Class 8 contains 250158 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39511 members 
Mstep: Class 13 contains 19748 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35911 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 206547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589824.000000 Penalty: 64059.687500
Iteration 312Q: 20 clusters Score -8.858982e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 38318 members 
Mstep: Class 5 contains 7456 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 141084 members 
Mstep: Class 8 contains 250148 members 
Mstep: Class 9 contains 8261 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39511 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35910 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 19 contains 3911 members 
Mstep: Class 20 contains 206407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589840.000000 Penalty: 64059.687500
Iteration 313Q: 20 clusters Score -8.858984e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5061 members 
Mstep: Class 4 contains 38308 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 141193 members 
Mstep: Class 8 contains 250146 members 
Mstep: Class 9 contains 8266 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39513 members 
Mstep: Class 13 contains 19765 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35918 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 206269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589984.000000 Penalty: 64059.687500
Iteration 314Q: 20 clusters Score -8.858998e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 38306 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 141313 members 
Mstep: Class 8 contains 250115 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39511 members 
Mstep: Class 13 contains 19771 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35926 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 206136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590000.000000 Penalty: 64059.687500
Iteration 315Q: 20 clusters Score -8.859e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 38302 members 
Mstep: Class 5 contains 7453 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 141427 members 
Mstep: Class 8 contains 250102 members 
Mstep: Class 9 contains 8272 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39511 members 
Mstep: Class 13 contains 19775 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35931 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 205989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590048.000000 Penalty: 64059.687500
Iteration 316Q: 20 clusters Score -8.859005e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5178 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 7452 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 141538 members 
Mstep: Class 8 contains 250129 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 10 contains 10482 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39508 members 
Mstep: Class 13 contains 19783 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35928 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 205805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589848.000000 Penalty: 64059.687500
Iteration 317Q: 20 clusters Score -8.858985e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 38303 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 141630 members 
Mstep: Class 8 contains 250151 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39512 members 
Mstep: Class 13 contains 19795 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35925 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 19 contains 3796 members 
Mstep: Class 20 contains 205631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589632.000000 Penalty: 64059.687500
Iteration 318Q: 20 clusters Score -8.858963e+07 nChanged 409
Entering ConstructFrom: 
Score: -88589632.000000 Penalty: 64059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (25454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Entering Unmasked Estep 
Score: -2880465.750000 Penalty: 2515.867920
	Iteration 0F: 2 clusters Score -2880466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2862840.000000 Penalty: 5031.735840
	Iteration 0F: 3 clusters Score -2862840 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2869077.750000 Penalty: 5031.735840
	Iteration 1F: 3 clusters Score -2869078 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2870130.250000 Penalty: 5031.735840
	Iteration 2F: 3 clusters Score -2870130 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2871485.000000 Penalty: 5031.735840
	Iteration 3F: 3 clusters Score -2871485 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2873012.000000 Penalty: 5031.735840
	Iteration 4F: 3 clusters Score -2873012 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2874610.750000 Penalty: 5031.735840
	Iteration 5F: 3 clusters Score -2874611 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2876053.000000 Penalty: 5031.735840
	Iteration 6F: 3 clusters Score -2876053 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2877213.500000 Penalty: 5031.735840
	Iteration 7F: 3 clusters Score -2877214 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2877991.000000 Penalty: 5031.735840
	Iteration 8Q: 3 clusters Score -2877991 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2878397.000000 Penalty: 5031.735840
	Iteration 9Q: 3 clusters Score -2878397 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2878609.750000 Penalty: 5031.735840
	Iteration 10Q: 3 clusters Score -2878610 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2878688.000000 Penalty: 5031.735840
	Iteration 11Q: 3 clusters Score -2878688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2878745.500000 Penalty: 5031.735840
	Iteration 12Q: 3 clusters Score -2878746 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2878788.000000 Penalty: 5031.735840
	Iteration 13Q: 3 clusters Score -2878788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2878829.250000 Penalty: 5031.735840
	Iteration 14Q: 3 clusters Score -2878829 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2878875.250000 Penalty: 5031.735840
	Iteration 15Q: 3 clusters Score -2878875 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2878908.500000 Penalty: 5031.735840
	Iteration 16Q: 3 clusters Score -2878908 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2878939.500000 Penalty: 5031.735840
	Iteration 17Q: 3 clusters Score -2878940 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2878988.000000 Penalty: 5031.735840
	Iteration 18Q: 3 clusters Score -2878988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2879008.250000 Penalty: 5031.735840
	Iteration 19Q: 3 clusters Score -2879008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2879030.000000 Penalty: 5031.735840
	Iteration 20F: 3 clusters Score -2879030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2879040.500000 Penalty: 5031.735840
	Iteration 21Q: 3 clusters Score -2879040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2879044.750000 Penalty: 5031.735840
	Iteration 22Q: 3 clusters Score -2879045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2879064.500000 Penalty: 5031.735840
	Iteration 23Q: 3 clusters Score -2879064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2879076.000000 Penalty: 5031.735840
	Iteration 24Q: 3 clusters Score -2879076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2879094.250000 Penalty: 5031.735840
	Iteration 25Q: 3 clusters Score -2879094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2879098.250000 Penalty: 5031.735840
	Iteration 26Q: 3 clusters Score -2879098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2879118.500000 Penalty: 5031.735840
	Iteration 27Q: 3 clusters Score -2879118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2879132.000000 Penalty: 5031.735840
	Iteration 28Q: 3 clusters Score -2879132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2879144.250000 Penalty: 5031.735840
	Iteration 29Q: 3 clusters Score -2879144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2879165.750000 Penalty: 5031.735840
	Iteration 30Q: 3 clusters Score -2879166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2879182.750000 Penalty: 5031.735840
	Iteration 31Q: 3 clusters Score -2879183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2879190.250000 Penalty: 5031.735840
	Iteration 32Q: 3 clusters Score -2879190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2879199.250000 Penalty: 5031.735840
	Iteration 33Q: 3 clusters Score -2879199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2879210.500000 Penalty: 5031.735840
	Iteration 34Q: 3 clusters Score -2879210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2879220.500000 Penalty: 5031.735840
	Iteration 35Q: 3 clusters Score -2879220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2879232.500000 Penalty: 5031.735840
	Iteration 36Q: 3 clusters Score -2879232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2879249.750000 Penalty: 5031.735840
	Iteration 37Q: 3 clusters Score -2879250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2879248.750000 Penalty: 5031.735840
	Iteration 38Q: 3 clusters Score -2879249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2879247.500000 Penalty: 5031.735840
	Iteration 39Q: 3 clusters Score -2879248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2879258.500000 Penalty: 5031.735840
	Iteration 40F: 3 clusters Score -2879258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2879255.250000 Penalty: 5031.735840
	Iteration 41Q: 3 clusters Score -2879255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2879262.500000 Penalty: 5031.735840
	Iteration 42Q: 3 clusters Score -2879262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2879264.750000 Penalty: 5031.735840
	Iteration 43Q: 3 clusters Score -2879265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2879269.500000 Penalty: 5031.735840
	Iteration 44Q: 3 clusters Score -2879270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2879267.000000 Penalty: 5031.735840
	Iteration 45Q: 3 clusters Score -2879267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2879274.250000 Penalty: 5031.735840
	Iteration 46Q: 3 clusters Score -2879274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2879268.000000 Penalty: 5031.735840
	Iteration 47Q: 3 clusters Score -2879268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2879263.500000 Penalty: 5031.735840
	Iteration 48Q: 3 clusters Score -2879264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2879267.000000 Penalty: 5031.735840
	Iteration 49Q: 3 clusters Score -2879267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2879269.000000 Penalty: 5031.735840
	Iteration 50Q: 3 clusters Score -2879269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2879268.500000 Penalty: 5031.735840
	Iteration 51Q: 3 clusters Score -2879268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2879271.500000 Penalty: 5031.735840
	Iteration 52Q: 3 clusters Score -2879272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2879272.750000 Penalty: 5031.735840
	Iteration 53Q: 3 clusters Score -2879273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2879274.250000 Penalty: 5031.735840
	Iteration 54Q: 3 clusters Score -2879274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2879275.250000 Penalty: 5031.735840
	Iteration 55Q: 3 clusters Score -2879275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2879270.750000 Penalty: 5031.735840
	Iteration 56Q: 3 clusters Score -2879271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2879277.750000 Penalty: 5031.735840
	Iteration 57Q: 3 clusters Score -2879278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2879272.500000 Penalty: 5031.735840
	Iteration 58Q: 3 clusters Score -2879272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2879274.750000 Penalty: 5031.735840
	Iteration 59Q: 3 clusters Score -2879275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2879278.000000 Penalty: 5031.735840
	Iteration 60F: 3 clusters Score -2879278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2879277.750000 Penalty: 5031.735840
	Iteration 61Q: 3 clusters Score -2879278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2879273.500000 Penalty: 5031.735840
	Iteration 62Q: 3 clusters Score -2879274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2879275.250000 Penalty: 5031.735840
	Iteration 63Q: 3 clusters Score -2879275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2879282.000000 Penalty: 5031.735840
	Iteration 64Q: 3 clusters Score -2879282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2879284.750000 Penalty: 5031.735840
	Iteration 65Q: 3 clusters Score -2879285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2879285.750000 Penalty: 5031.735840
	Iteration 66Q: 3 clusters Score -2879286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2879289.250000 Penalty: 5031.735840
	Iteration 67Q: 3 clusters Score -2879289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2879286.000000 Penalty: 5031.735840
	Iteration 68Q: 3 clusters Score -2879286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2879288.500000 Penalty: 5031.735840
	Iteration 69Q: 3 clusters Score -2879288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2879288.000000 Penalty: 5031.735840
	Iteration 70Q: 3 clusters Score -2879288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2879283.000000 Penalty: 5031.735840
	Iteration 71Q: 3 clusters Score -2879283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2879284.500000 Penalty: 5031.735840
	Iteration 72Q: 3 clusters Score -2879284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2879284.500000 Penalty: 5031.735840
	Iteration 73F: 3 clusters Score -2879284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -89841.507812 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -89841.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88002.468750 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -88002.47 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88288.101562 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -88288.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88407.546875 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -88407.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88521.320312 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -88521.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88639.132812 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -88639.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88790.507812 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -88790.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89083.000000 Penalty: 3346.802979
	Iteration 6F: 3 clusters Score -89083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89170.453125 Penalty: 3346.802979
	Iteration 7F: 3 clusters Score -89170.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89230.218750 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -89230.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -89291.679688 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -89291.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -89340.062500 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -89340.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -89379.406250 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -89379.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -89418.234375 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -89418.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -89441.218750 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -89441.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -89450.843750 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -89450.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -89459.062500 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -89459.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -89460.992188 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -89460.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -89462.898438 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -89462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -89470.460938 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -89470.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -89472.734375 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -89472.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -89474.632812 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -89474.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -89477.734375 Penalty: 3346.802979
	Iteration 21Q: 3 clusters Score -89477.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -89478.898438 Penalty: 3346.802979
	Iteration 22Q: 3 clusters Score -89478.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -89478.898438 Penalty: 3346.802979
	Iteration 23F: 3 clusters Score -89478.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -611067.000000 Penalty: 2125.259766
	Iteration 0F: 2 clusters Score -611067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -606406.812500 Penalty: 4250.519531
	Iteration 0F: 3 clusters Score -606406.8 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -607562.437500 Penalty: 4250.519531
	Iteration 1F: 3 clusters Score -607562.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -607754.500000 Penalty: 4250.519531
	Iteration 2F: 3 clusters Score -607754.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -607866.937500 Penalty: 4250.519531
	Iteration 3Q: 3 clusters Score -607866.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -607951.250000 Penalty: 4250.519531
	Iteration 4Q: 3 clusters Score -607951.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -608027.437500 Penalty: 4250.519531
	Iteration 5Q: 3 clusters Score -608027.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -608099.625000 Penalty: 4250.519531
	Iteration 6Q: 3 clusters Score -608099.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -608166.250000 Penalty: 4250.519531
	Iteration 7Q: 3 clusters Score -608166.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -608229.562500 Penalty: 4250.519531
	Iteration 8Q: 3 clusters Score -608229.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -608298.000000 Penalty: 4250.519531
	Iteration 9Q: 3 clusters Score -608298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -608368.000000 Penalty: 4250.519531
	Iteration 10Q: 3 clusters Score -608368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -608427.375000 Penalty: 4250.519531
	Iteration 11Q: 3 clusters Score -608427.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -608489.500000 Penalty: 4250.519531
	Iteration 12Q: 3 clusters Score -608489.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -608549.125000 Penalty: 4250.519531
	Iteration 13Q: 3 clusters Score -608549.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -608610.875000 Penalty: 4250.519531
	Iteration 14Q: 3 clusters Score -608610.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -608662.500000 Penalty: 4250.519531
	Iteration 15Q: 3 clusters Score -608662.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -608709.750000 Penalty: 4250.519531
	Iteration 16Q: 3 clusters Score -608709.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -608764.187500 Penalty: 4250.519531
	Iteration 17Q: 3 clusters Score -608764.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -608813.937500 Penalty: 4250.519531
	Iteration 18Q: 3 clusters Score -608813.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -608854.375000 Penalty: 4250.519531
	Iteration 19Q: 3 clusters Score -608854.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -608882.125000 Penalty: 4250.519531
	Iteration 20F: 3 clusters Score -608882.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -608911.312500 Penalty: 4250.519531
	Iteration 21Q: 3 clusters Score -608911.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -608937.187500 Penalty: 4250.519531
	Iteration 22Q: 3 clusters Score -608937.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -608961.750000 Penalty: 4250.519531
	Iteration 23Q: 3 clusters Score -608961.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -608978.000000 Penalty: 4250.519531
	Iteration 24Q: 3 clusters Score -608978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -608994.187500 Penalty: 4250.519531
	Iteration 25Q: 3 clusters Score -608994.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -609006.562500 Penalty: 4250.519531
	Iteration 26Q: 3 clusters Score -609006.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -609016.750000 Penalty: 4250.519531
	Iteration 27Q: 3 clusters Score -609016.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -609033.375000 Penalty: 4250.519531
	Iteration 28Q: 3 clusters Score -609033.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -609054.500000 Penalty: 4250.519531
	Iteration 29Q: 3 clusters Score -609054.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -609077.187500 Penalty: 4250.519531
	Iteration 30Q: 3 clusters Score -609077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -609095.375000 Penalty: 4250.519531
	Iteration 31Q: 3 clusters Score -609095.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -609112.625000 Penalty: 4250.519531
	Iteration 32Q: 3 clusters Score -609112.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -609125.687500 Penalty: 4250.519531
	Iteration 33Q: 3 clusters Score -609125.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -609131.250000 Penalty: 4250.519531
	Iteration 34Q: 3 clusters Score -609131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -609135.812500 Penalty: 4250.519531
	Iteration 35Q: 3 clusters Score -609135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -609140.687500 Penalty: 4250.519531
	Iteration 36Q: 3 clusters Score -609140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -609145.062500 Penalty: 4250.519531
	Iteration 37Q: 3 clusters Score -609145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -609149.812500 Penalty: 4250.519531
	Iteration 38Q: 3 clusters Score -609149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -609160.375000 Penalty: 4250.519531
	Iteration 39Q: 3 clusters Score -609160.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -609168.187500 Penalty: 4250.519531
	Iteration 40F: 3 clusters Score -609168.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -609177.312500 Penalty: 4250.519531
	Iteration 41Q: 3 clusters Score -609177.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -609184.937500 Penalty: 4250.519531
	Iteration 42Q: 3 clusters Score -609184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -609189.062500 Penalty: 4250.519531
	Iteration 43Q: 3 clusters Score -609189.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -609195.500000 Penalty: 4250.519531
	Iteration 44Q: 3 clusters Score -609195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -609202.625000 Penalty: 4250.519531
	Iteration 45Q: 3 clusters Score -609202.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -609210.500000 Penalty: 4250.519531
	Iteration 46Q: 3 clusters Score -609210.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -609216.312500 Penalty: 4250.519531
	Iteration 47Q: 3 clusters Score -609216.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -609225.375000 Penalty: 4250.519531
	Iteration 48Q: 3 clusters Score -609225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -609231.750000 Penalty: 4250.519531
	Iteration 49Q: 3 clusters Score -609231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -609239.625000 Penalty: 4250.519531
	Iteration 50Q: 3 clusters Score -609239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -609242.937500 Penalty: 4250.519531
	Iteration 51Q: 3 clusters Score -609242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -609250.937500 Penalty: 4250.519531
	Iteration 52Q: 3 clusters Score -609250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -609254.062500 Penalty: 4250.519531
	Iteration 53Q: 3 clusters Score -609254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -609255.875000 Penalty: 4250.519531
	Iteration 54Q: 3 clusters Score -609255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -609258.250000 Penalty: 4250.519531
	Iteration 55Q: 3 clusters Score -609258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -609260.187500 Penalty: 4250.519531
	Iteration 56Q: 3 clusters Score -609260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -609260.937500 Penalty: 4250.519531
	Iteration 57Q: 3 clusters Score -609260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -609261.187500 Penalty: 4250.519531
	Iteration 58Q: 3 clusters Score -609261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -609262.687500 Penalty: 4250.519531
	Iteration 59Q: 3 clusters Score -609262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -609265.750000 Penalty: 4250.519531
	Iteration 60F: 3 clusters Score -609265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -609266.812500 Penalty: 4250.519531
	Iteration 61Q: 3 clusters Score -609266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -609266.812500 Penalty: 4250.519531
	Iteration 62F: 3 clusters Score -609266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Entering Unmasked Estep 
Score: -4236639.000000 Penalty: 2617.181885
	Iteration 0F: 2 clusters Score -4236639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4210612.000000 Penalty: 5234.363770
	Iteration 0F: 3 clusters Score -4210612 nChanged 17464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4220095.000000 Penalty: 5234.363770
	Iteration 1F: 3 clusters Score -4220095 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4220515.000000 Penalty: 5234.363770
	Iteration 2Q: 3 clusters Score -4220515 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4220908.500000 Penalty: 5234.363770
	Iteration 3Q: 3 clusters Score -4220908 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4221329.000000 Penalty: 5234.363770
	Iteration 4Q: 3 clusters Score -4221329 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4221862.000000 Penalty: 5234.363770
	Iteration 5Q: 3 clusters Score -4221862 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4222516.500000 Penalty: 5234.363770
	Iteration 6Q: 3 clusters Score -4222516 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4223466.000000 Penalty: 5234.363770
	Iteration 7Q: 3 clusters Score -4223466 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4224840.500000 Penalty: 5234.363770
	Iteration 8F: 3 clusters Score -4224840 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4226791.500000 Penalty: 5234.363770
	Iteration 9F: 3 clusters Score -4226792 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -4229006.500000 Penalty: 5234.363770
	Iteration 10F: 3 clusters Score -4229006 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4231173.500000 Penalty: 5234.363770
	Iteration 11F: 3 clusters Score -4231174 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4232694.000000 Penalty: 5234.363770
	Iteration 12Q: 3 clusters Score -4232694 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4233470.000000 Penalty: 5234.363770
	Iteration 13Q: 3 clusters Score -4233470 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4233896.500000 Penalty: 5234.363770
	Iteration 14Q: 3 clusters Score -4233896 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4234086.000000 Penalty: 5234.363770
	Iteration 15Q: 3 clusters Score -4234086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4234181.500000 Penalty: 5234.363770
	Iteration 16Q: 3 clusters Score -4234182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4234244.000000 Penalty: 5234.363770
	Iteration 17Q: 3 clusters Score -4234244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4234282.500000 Penalty: 5234.363770
	Iteration 18Q: 3 clusters Score -4234282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4234313.000000 Penalty: 5234.363770
	Iteration 19Q: 3 clusters Score -4234313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4234331.500000 Penalty: 5234.363770
	Iteration 20F: 3 clusters Score -4234332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4234334.000000 Penalty: 5234.363770
	Iteration 21Q: 3 clusters Score -4234334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4234339.500000 Penalty: 5234.363770
	Iteration 22Q: 3 clusters Score -4234340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4234339.000000 Penalty: 5234.363770
	Iteration 23Q: 3 clusters Score -4234339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4234339.500000 Penalty: 5234.363770
	Iteration 24Q: 3 clusters Score -4234340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4234343.000000 Penalty: 5234.363770
	Iteration 25Q: 3 clusters Score -4234343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4234344.000000 Penalty: 5234.363770
	Iteration 26Q: 3 clusters Score -4234344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4234354.500000 Penalty: 5234.363770
	Iteration 27Q: 3 clusters Score -4234354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4234356.000000 Penalty: 5234.363770
	Iteration 28Q: 3 clusters Score -4234356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4234361.500000 Penalty: 5234.363770
	Iteration 29Q: 3 clusters Score -4234362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4234363.000000 Penalty: 5234.363770
	Iteration 30Q: 3 clusters Score -4234363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4234366.500000 Penalty: 5234.363770
	Iteration 31Q: 3 clusters Score -4234366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4234371.000000 Penalty: 5234.363770
	Iteration 32Q: 3 clusters Score -4234371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4234371.000000 Penalty: 5234.363770
	Iteration 33F: 3 clusters Score -4234371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Entering Unmasked Estep 
Score: -803231.000000 Penalty: 2211.193604
	Iteration 0F: 2 clusters Score -803231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -797111.625000 Penalty: 4422.387207
	Iteration 0F: 3 clusters Score -797111.6 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -798909.375000 Penalty: 4422.387207
	Iteration 1F: 3 clusters Score -798909.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -799466.687500 Penalty: 4422.387207
	Iteration 2F: 3 clusters Score -799466.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -800038.187500 Penalty: 4422.387207
	Iteration 3F: 3 clusters Score -800038.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -800626.312500 Penalty: 4422.387207
	Iteration 4F: 3 clusters Score -800626.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -801172.687500 Penalty: 4422.387207
	Iteration 5F: 3 clusters Score -801172.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -801596.312500 Penalty: 4422.387207
	Iteration 6F: 3 clusters Score -801596.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -801874.562500 Penalty: 4422.387207
	Iteration 7F: 3 clusters Score -801874.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -802024.687500 Penalty: 4422.387207
	Iteration 8Q: 3 clusters Score -802024.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -802109.500000 Penalty: 4422.387207
	Iteration 9Q: 3 clusters Score -802109.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -802157.750000 Penalty: 4422.387207
	Iteration 10Q: 3 clusters Score -802157.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -802186.000000 Penalty: 4422.387207
	Iteration 11Q: 3 clusters Score -802186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -802212.250000 Penalty: 4422.387207
	Iteration 12Q: 3 clusters Score -802212.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -802226.937500 Penalty: 4422.387207
	Iteration 13Q: 3 clusters Score -802226.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -802233.187500 Penalty: 4422.387207
	Iteration 14Q: 3 clusters Score -802233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -802237.062500 Penalty: 4422.387207
	Iteration 15Q: 3 clusters Score -802237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -802240.250000 Penalty: 4422.387207
	Iteration 16Q: 3 clusters Score -802240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -802245.437500 Penalty: 4422.387207
	Iteration 17Q: 3 clusters Score -802245.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -802248.437500 Penalty: 4422.387207
	Iteration 18Q: 3 clusters Score -802248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -802251.875000 Penalty: 4422.387207
	Iteration 19Q: 3 clusters Score -802251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -802250.937500 Penalty: 4422.387207
	Iteration 20F: 3 clusters Score -802250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -802251.625000 Penalty: 4422.387207
	Iteration 21Q: 3 clusters Score -802251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -802252.125000 Penalty: 4422.387207
	Iteration 22Q: 3 clusters Score -802252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -802254.187500 Penalty: 4422.387207
	Iteration 23Q: 3 clusters Score -802254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -802254.187500 Penalty: 4422.387207
	Iteration 24F: 3 clusters Score -802254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Entering Unmasked Estep 
Score: -661474.187500 Penalty: 2173.717529
	Iteration 0F: 2 clusters Score -661474.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -656116.250000 Penalty: 4347.435059
	Iteration 0F: 3 clusters Score -656116.2 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -657719.125000 Penalty: 4347.435059
	Iteration 1F: 3 clusters Score -657719.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -658147.750000 Penalty: 4347.435059
	Iteration 2F: 3 clusters Score -658147.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -658478.625000 Penalty: 4347.435059
	Iteration 3F: 3 clusters Score -658478.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -658709.437500 Penalty: 4347.435059
	Iteration 4F: 3 clusters Score -658709.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -658893.125000 Penalty: 4347.435059
	Iteration 5Q: 3 clusters Score -658893.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -659052.062500 Penalty: 4347.435059
	Iteration 6Q: 3 clusters Score -659052.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -659214.375000 Penalty: 4347.435059
	Iteration 7Q: 3 clusters Score -659214.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -659382.812500 Penalty: 4347.435059
	Iteration 8Q: 3 clusters Score -659382.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -659570.562500 Penalty: 4347.435059
	Iteration 9Q: 3 clusters Score -659570.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -659716.062500 Penalty: 4347.435059
	Iteration 10Q: 3 clusters Score -659716.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -659841.500000 Penalty: 4347.435059
	Iteration 11Q: 3 clusters Score -659841.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -659957.000000 Penalty: 4347.435059
	Iteration 12Q: 3 clusters Score -659957 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -660044.312500 Penalty: 4347.435059
	Iteration 13Q: 3 clusters Score -660044.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -660108.187500 Penalty: 4347.435059
	Iteration 14Q: 3 clusters Score -660108.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -660154.125000 Penalty: 4347.435059
	Iteration 15Q: 3 clusters Score -660154.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -660198.750000 Penalty: 4347.435059
	Iteration 16Q: 3 clusters Score -660198.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -660235.875000 Penalty: 4347.435059
	Iteration 17Q: 3 clusters Score -660235.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -660268.437500 Penalty: 4347.435059
	Iteration 18Q: 3 clusters Score -660268.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -660294.562500 Penalty: 4347.435059
	Iteration 19Q: 3 clusters Score -660294.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -660315.875000 Penalty: 4347.435059
	Iteration 20F: 3 clusters Score -660315.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -660334.312500 Penalty: 4347.435059
	Iteration 21Q: 3 clusters Score -660334.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -660349.000000 Penalty: 4347.435059
	Iteration 22Q: 3 clusters Score -660349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -660355.687500 Penalty: 4347.435059
	Iteration 23Q: 3 clusters Score -660355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -660361.187500 Penalty: 4347.435059
	Iteration 24Q: 3 clusters Score -660361.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -660367.062500 Penalty: 4347.435059
	Iteration 25Q: 3 clusters Score -660367.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -660369.687500 Penalty: 4347.435059
	Iteration 26Q: 3 clusters Score -660369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -660369.000000 Penalty: 4347.435059
	Iteration 27Q: 3 clusters Score -660369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -660371.687500 Penalty: 4347.435059
	Iteration 28Q: 3 clusters Score -660371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -660374.812500 Penalty: 4347.435059
	Iteration 29Q: 3 clusters Score -660374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -660378.125000 Penalty: 4347.435059
	Iteration 30Q: 3 clusters Score -660378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -660379.312500 Penalty: 4347.435059
	Iteration 31Q: 3 clusters Score -660379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -660379.062500 Penalty: 4347.435059
	Iteration 32Q: 3 clusters Score -660379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -660379.750000 Penalty: 4347.435059
	Iteration 33Q: 3 clusters Score -660379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -660380.937500 Penalty: 4347.435059
	Iteration 34Q: 3 clusters Score -660380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -660381.875000 Penalty: 4347.435059
	Iteration 35Q: 3 clusters Score -660381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -660382.750000 Penalty: 4347.435059
	Iteration 36Q: 3 clusters Score -660382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -660385.125000 Penalty: 4347.435059
	Iteration 37Q: 3 clusters Score -660385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -660384.062500 Penalty: 4347.435059
	Iteration 38Q: 3 clusters Score -660384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -660385.750000 Penalty: 4347.435059
	Iteration 39Q: 3 clusters Score -660385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -660387.437500 Penalty: 4347.435059
	Iteration 40F: 3 clusters Score -660387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -660388.250000 Penalty: 4347.435059
	Iteration 41Q: 3 clusters Score -660388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -660389.187500 Penalty: 4347.435059
	Iteration 42Q: 3 clusters Score -660389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -660388.375000 Penalty: 4347.435059
	Iteration 43Q: 3 clusters Score -660388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -660387.812500 Penalty: 4347.435059
	Iteration 44Q: 3 clusters Score -660387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -660387.812500 Penalty: 4347.435059
	Iteration 45F: 3 clusters Score -660387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141734 members 
Entering Unmasked Estep 
Score: -15952812.000000 Penalty: 2941.703613
	Iteration 0F: 2 clusters Score -1.595281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -15858642.000000 Penalty: 5883.407227
	Iteration 0F: 3 clusters Score -1.585864e+07 nChanged 67580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -15897487.000000 Penalty: 5883.407227
	Iteration 1F: 3 clusters Score -1.589749e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -15898450.000000 Penalty: 5883.407227
	Iteration 2Q: 3 clusters Score -1.589845e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -15899736.000000 Penalty: 5883.407227
	Iteration 3Q: 3 clusters Score -1.589974e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -15902018.000000 Penalty: 5883.407227
	Iteration 4Q: 3 clusters Score -1.590202e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -15905964.000000 Penalty: 5883.407227
	Iteration 5F: 3 clusters Score -1.590596e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -15912173.000000 Penalty: 5883.407227
	Iteration 6F: 3 clusters Score -1.591217e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -15921471.000000 Penalty: 5883.407227
	Iteration 7F: 3 clusters Score -1.592147e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -15931802.000000 Penalty: 5883.407227
	Iteration 8F: 3 clusters Score -1.59318e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -15940899.000000 Penalty: 5883.407227
	Iteration 9F: 3 clusters Score -1.59409e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -15946240.000000 Penalty: 5883.407227
	Iteration 10Q: 3 clusters Score -1.594624e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139674 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -15948640.000000 Penalty: 5883.407227
	Iteration 11Q: 3 clusters Score -1.594864e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140752 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15949552.000000 Penalty: 5883.407227
	Iteration 12Q: 3 clusters Score -1.594955e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141138 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15949884.000000 Penalty: 5883.407227
	Iteration 13Q: 3 clusters Score -1.594988e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15950097.000000 Penalty: 5883.407227
	Iteration 14Q: 3 clusters Score -1.59501e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141340 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -15950171.000000 Penalty: 5883.407227
	Iteration 15Q: 3 clusters Score -1.595017e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15950245.000000 Penalty: 5883.407227
	Iteration 16Q: 3 clusters Score -1.595024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15950301.000000 Penalty: 5883.407227
	Iteration 17Q: 3 clusters Score -1.59503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141409 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15950313.000000 Penalty: 5883.407227
	Iteration 18Q: 3 clusters Score -1.595031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141411 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15950324.000000 Penalty: 5883.407227
	Iteration 19Q: 3 clusters Score -1.595032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141419 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15950324.000000 Penalty: 5883.407227
	Iteration 20F: 3 clusters Score -1.595032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15950330.000000 Penalty: 5883.407227
	Iteration 21Q: 3 clusters Score -1.595033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15950346.000000 Penalty: 5883.407227
	Iteration 22Q: 3 clusters Score -1.595035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15950335.000000 Penalty: 5883.407227
	Iteration 23Q: 3 clusters Score -1.595034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141425 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15950342.000000 Penalty: 5883.407227
	Iteration 24Q: 3 clusters Score -1.595034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141425 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15950349.000000 Penalty: 5883.407227
	Iteration 25Q: 3 clusters Score -1.595035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141427 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15950345.000000 Penalty: 5883.407227
	Iteration 26Q: 3 clusters Score -1.595034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141428 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15950358.000000 Penalty: 5883.407227
	Iteration 27Q: 3 clusters Score -1.595036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141430 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15950361.000000 Penalty: 5883.407227
	Iteration 28Q: 3 clusters Score -1.595036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141429 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15950357.000000 Penalty: 5883.407227
	Iteration 29Q: 3 clusters Score -1.595036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141429 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15950357.000000 Penalty: 5883.407227
	Iteration 30F: 3 clusters Score -1.595036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250151 members 
Entering Unmasked Estep 
Score: -28183672.000000 Penalty: 3082.595459
	Iteration 0F: 2 clusters Score -2.818367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125084 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -28027436.000000 Penalty: 6165.190918
	Iteration 0F: 3 clusters Score -2.802744e+07 nChanged 120902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -28098026.000000 Penalty: 6165.190918
	Iteration 1F: 3 clusters Score -2.809803e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 122324 members 
Entering Unmasked Estep 
Score: -28098894.000000 Penalty: 6165.190918
	Iteration 2Q: 3 clusters Score -2.809889e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129422 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -28100112.000000 Penalty: 6165.190918
	Iteration 3Q: 3 clusters Score -2.810011e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131927 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -28101624.000000 Penalty: 6165.190918
	Iteration 4Q: 3 clusters Score -2.810162e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135885 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -28103438.000000 Penalty: 6165.190918
	Iteration 5Q: 3 clusters Score -2.810344e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141651 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -28106524.000000 Penalty: 6165.190918
	Iteration 6Q: 3 clusters Score -2.810652e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149807 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -28110240.000000 Penalty: 6165.190918
	Iteration 7Q: 3 clusters Score -2.811024e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -28115638.000000 Penalty: 6165.190918
	Iteration 8F: 3 clusters Score -2.811564e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -28123466.000000 Penalty: 6165.190918
	Iteration 9F: 3 clusters Score -2.812347e+07 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190778 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -28135272.000000 Penalty: 6165.190918
	Iteration 10F: 3 clusters Score -2.813527e+07 nChanged 18242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208960 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -28150446.000000 Penalty: 6165.190918
	Iteration 11F: 3 clusters Score -2.815045e+07 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226217 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -28165564.000000 Penalty: 6165.190918
	Iteration 12F: 3 clusters Score -2.816556e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238809 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -28173712.000000 Penalty: 6165.190918
	Iteration 13F: 3 clusters Score -2.817371e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245184 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -28178002.000000 Penalty: 6165.190918
	Iteration 14Q: 3 clusters Score -2.8178e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247840 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -28179734.000000 Penalty: 6165.190918
	Iteration 15Q: 3 clusters Score -2.817973e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248777 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -28180274.000000 Penalty: 6165.190918
	Iteration 16Q: 3 clusters Score -2.818027e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249134 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -28180622.000000 Penalty: 6165.190918
	Iteration 17Q: 3 clusters Score -2.818062e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249301 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -28180762.000000 Penalty: 6165.190918
	Iteration 18Q: 3 clusters Score -2.818076e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249386 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -28180824.000000 Penalty: 6165.190918
	Iteration 19Q: 3 clusters Score -2.818082e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249434 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -28180904.000000 Penalty: 6165.190918
	Iteration 20F: 3 clusters Score -2.81809e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249463 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -28180974.000000 Penalty: 6165.190918
	Iteration 21Q: 3 clusters Score -2.818097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249476 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -28180988.000000 Penalty: 6165.190918
	Iteration 22Q: 3 clusters Score -2.818099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249479 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -28180988.000000 Penalty: 6165.190918
	Iteration 23Q: 3 clusters Score -2.818099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249494 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -28180994.000000 Penalty: 6165.190918
	Iteration 24Q: 3 clusters Score -2.818099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249500 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -28181048.000000 Penalty: 6165.190918
	Iteration 25Q: 3 clusters Score -2.818105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249502 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -28181076.000000 Penalty: 6165.190918
	Iteration 26Q: 3 clusters Score -2.818108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249505 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -28181080.000000 Penalty: 6165.190918
	Iteration 27Q: 3 clusters Score -2.818108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249513 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -28181070.000000 Penalty: 6165.190918
	Iteration 28Q: 3 clusters Score -2.818107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -28181084.000000 Penalty: 6165.190918
	Iteration 29Q: 3 clusters Score -2.818108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249521 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -28181100.000000 Penalty: 6165.190918
	Iteration 30Q: 3 clusters Score -2.81811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249523 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28181090.000000 Penalty: 6165.190918
	Iteration 31Q: 3 clusters Score -2.818109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249523 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28181108.000000 Penalty: 6165.190918
	Iteration 32Q: 3 clusters Score -2.818111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249522 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28181106.000000 Penalty: 6165.190918
	Iteration 33Q: 3 clusters Score -2.818111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249522 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28181106.000000 Penalty: 6165.190918
	Iteration 34Q: 3 clusters Score -2.818111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249522 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28181118.000000 Penalty: 6165.190918
	Iteration 35Q: 3 clusters Score -2.818112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249520 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -28181112.000000 Penalty: 6165.190918
	Iteration 36Q: 3 clusters Score -2.818111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249522 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28181120.000000 Penalty: 6165.190918
	Iteration 37Q: 3 clusters Score -2.818112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249527 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -28181146.000000 Penalty: 6165.190918
	Iteration 38Q: 3 clusters Score -2.818115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249528 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -28181120.000000 Penalty: 6165.190918
	Iteration 39Q: 3 clusters Score -2.818112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249530 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -28181154.000000 Penalty: 6165.190918
	Iteration 40F: 3 clusters Score -2.818115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249533 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -28181168.000000 Penalty: 6165.190918
	Iteration 41Q: 3 clusters Score -2.818117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249532 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -28181168.000000 Penalty: 6165.190918
	Iteration 42Q: 3 clusters Score -2.818117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249532 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -28181170.000000 Penalty: 6165.190918
	Iteration 43Q: 3 clusters Score -2.818117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -28181174.000000 Penalty: 6165.190918
	Iteration 44Q: 3 clusters Score -2.818117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -28181174.000000 Penalty: 6165.190918
	Iteration 45F: 3 clusters Score -2.818117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -935835.750000 Penalty: 2237.536133
	Iteration 0F: 2 clusters Score -935835.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -929255.125000 Penalty: 4475.072266
	Iteration 0F: 3 clusters Score -929255.1 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -931070.062500 Penalty: 4475.072266
	Iteration 1F: 3 clusters Score -931070.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -931328.062500 Penalty: 4475.072266
	Iteration 2F: 3 clusters Score -931328.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -931506.812500 Penalty: 4475.072266
	Iteration 3Q: 3 clusters Score -931506.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -931633.062500 Penalty: 4475.072266
	Iteration 4Q: 3 clusters Score -931633.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -931752.000000 Penalty: 4475.072266
	Iteration 5Q: 3 clusters Score -931752 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -931838.625000 Penalty: 4475.072266
	Iteration 6Q: 3 clusters Score -931838.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -931914.000000 Penalty: 4475.072266
	Iteration 7Q: 3 clusters Score -931914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -931972.062500 Penalty: 4475.072266
	Iteration 8Q: 3 clusters Score -931972.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -932018.875000 Penalty: 4475.072266
	Iteration 9Q: 3 clusters Score -932018.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -932059.437500 Penalty: 4475.072266
	Iteration 10Q: 3 clusters Score -932059.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -932092.125000 Penalty: 4475.072266
	Iteration 11Q: 3 clusters Score -932092.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -932120.375000 Penalty: 4475.072266
	Iteration 12Q: 3 clusters Score -932120.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -932149.375000 Penalty: 4475.072266
	Iteration 13Q: 3 clusters Score -932149.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -932169.625000 Penalty: 4475.072266
	Iteration 14Q: 3 clusters Score -932169.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -932201.312500 Penalty: 4475.072266
	Iteration 15Q: 3 clusters Score -932201.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -932232.687500 Penalty: 4475.072266
	Iteration 16Q: 3 clusters Score -932232.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -932263.062500 Penalty: 4475.072266
	Iteration 17Q: 3 clusters Score -932263.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -932304.687500 Penalty: 4475.072266
	Iteration 18Q: 3 clusters Score -932304.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -932347.625000 Penalty: 4475.072266
	Iteration 19Q: 3 clusters Score -932347.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -932405.062500 Penalty: 4475.072266
	Iteration 20F: 3 clusters Score -932405.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -932487.500000 Penalty: 4475.072266
	Iteration 21Q: 3 clusters Score -932487.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -932605.937500 Penalty: 4475.072266
	Iteration 22Q: 3 clusters Score -932605.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -932744.312500 Penalty: 4475.072266
	Iteration 23Q: 3 clusters Score -932744.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -932923.062500 Penalty: 4475.072266
	Iteration 24Q: 3 clusters Score -932923.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -933117.000000 Penalty: 4475.072266
	Iteration 25Q: 3 clusters Score -933117 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -933333.187500 Penalty: 4475.072266
	Iteration 26Q: 3 clusters Score -933333.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -933573.312500 Penalty: 4475.072266
	Iteration 27Q: 3 clusters Score -933573.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -933899.250000 Penalty: 4475.072266
	Iteration 28Q: 3 clusters Score -933899.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -934235.250000 Penalty: 4475.072266
	Iteration 29Q: 3 clusters Score -934235.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -934497.937500 Penalty: 4475.072266
	Iteration 30Q: 3 clusters Score -934497.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -934700.062500 Penalty: 4475.072266
	Iteration 31Q: 3 clusters Score -934700.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -934860.687500 Penalty: 4475.072266
	Iteration 32Q: 3 clusters Score -934860.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -935008.875000 Penalty: 4475.072266
	Iteration 33Q: 3 clusters Score -935008.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -935132.312500 Penalty: 4475.072266
	Iteration 34Q: 3 clusters Score -935132.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -935236.875000 Penalty: 4475.072266
	Iteration 35Q: 3 clusters Score -935236.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -935320.500000 Penalty: 4475.072266
	Iteration 36Q: 3 clusters Score -935320.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -935391.750000 Penalty: 4475.072266
	Iteration 37Q: 3 clusters Score -935391.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -935438.562500 Penalty: 4475.072266
	Iteration 38Q: 3 clusters Score -935438.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -935457.437500 Penalty: 4475.072266
	Iteration 39Q: 3 clusters Score -935457.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -935473.625000 Penalty: 4475.072266
	Iteration 40F: 3 clusters Score -935473.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -935483.937500 Penalty: 4475.072266
	Iteration 41Q: 3 clusters Score -935483.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -935488.562500 Penalty: 4475.072266
	Iteration 42Q: 3 clusters Score -935488.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -935488.500000 Penalty: 4475.072266
	Iteration 43Q: 3 clusters Score -935488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -935494.375000 Penalty: 4475.072266
	Iteration 44Q: 3 clusters Score -935494.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -935494.937500 Penalty: 4475.072266
	Iteration 45Q: 3 clusters Score -935494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -935495.625000 Penalty: 4475.072266
	Iteration 46Q: 3 clusters Score -935495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -935494.625000 Penalty: 4475.072266
	Iteration 47Q: 3 clusters Score -935494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -935494.625000 Penalty: 4475.072266
	Iteration 48F: 3 clusters Score -935494.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Entering Unmasked Estep 
Score: -1197867.000000 Penalty: 2295.862549
	Iteration 0F: 2 clusters Score -1197867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1189868.875000 Penalty: 4591.725098
	Iteration 0F: 3 clusters Score -1189869 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1192199.750000 Penalty: 4591.725098
	Iteration 1F: 3 clusters Score -1192200 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1192540.250000 Penalty: 4591.725098
	Iteration 2F: 3 clusters Score -1192540 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1192812.125000 Penalty: 4591.725098
	Iteration 3F: 3 clusters Score -1192812 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1193028.875000 Penalty: 4591.725098
	Iteration 4Q: 3 clusters Score -1193029 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1193253.625000 Penalty: 4591.725098
	Iteration 5Q: 3 clusters Score -1193254 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1193499.375000 Penalty: 4591.725098
	Iteration 6Q: 3 clusters Score -1193499 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1193768.875000 Penalty: 4591.725098
	Iteration 7Q: 3 clusters Score -1193769 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1194045.625000 Penalty: 4591.725098
	Iteration 8Q: 3 clusters Score -1194046 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1194363.750000 Penalty: 4591.725098
	Iteration 9Q: 3 clusters Score -1194364 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1194750.250000 Penalty: 4591.725098
	Iteration 10Q: 3 clusters Score -1194750 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1195139.625000 Penalty: 4591.725098
	Iteration 11Q: 3 clusters Score -1195140 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1195436.375000 Penalty: 4591.725098
	Iteration 12Q: 3 clusters Score -1195436 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1195640.125000 Penalty: 4591.725098
	Iteration 13Q: 3 clusters Score -1195640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1195772.750000 Penalty: 4591.725098
	Iteration 14Q: 3 clusters Score -1195773 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1195839.125000 Penalty: 4591.725098
	Iteration 15Q: 3 clusters Score -1195839 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1195880.875000 Penalty: 4591.725098
	Iteration 16Q: 3 clusters Score -1195881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1195907.625000 Penalty: 4591.725098
	Iteration 17Q: 3 clusters Score -1195908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1195936.750000 Penalty: 4591.725098
	Iteration 18Q: 3 clusters Score -1195937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1195946.375000 Penalty: 4591.725098
	Iteration 19Q: 3 clusters Score -1195946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1195955.000000 Penalty: 4591.725098
	Iteration 20F: 3 clusters Score -1195955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1195966.375000 Penalty: 4591.725098
	Iteration 21Q: 3 clusters Score -1195966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1195973.625000 Penalty: 4591.725098
	Iteration 22Q: 3 clusters Score -1195974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1195982.000000 Penalty: 4591.725098
	Iteration 23Q: 3 clusters Score -1195982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1195989.375000 Penalty: 4591.725098
	Iteration 24Q: 3 clusters Score -1195989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1195993.125000 Penalty: 4591.725098
	Iteration 25Q: 3 clusters Score -1195993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1195998.875000 Penalty: 4591.725098
	Iteration 26Q: 3 clusters Score -1195999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1196000.375000 Penalty: 4591.725098
	Iteration 27Q: 3 clusters Score -1196000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1196007.125000 Penalty: 4591.725098
	Iteration 28Q: 3 clusters Score -1196007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1196006.750000 Penalty: 4591.725098
	Iteration 29Q: 3 clusters Score -1196007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1196006.750000 Penalty: 4591.725098
	Iteration 30Q: 3 clusters Score -1196007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1196007.375000 Penalty: 4591.725098
	Iteration 31Q: 3 clusters Score -1196007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1196009.000000 Penalty: 4591.725098
	Iteration 32Q: 3 clusters Score -1196009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1196009.250000 Penalty: 4591.725098
	Iteration 33Q: 3 clusters Score -1196009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1196009.875000 Penalty: 4591.725098
	Iteration 34Q: 3 clusters Score -1196010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1196011.875000 Penalty: 4591.725098
	Iteration 35Q: 3 clusters Score -1196012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1196015.750000 Penalty: 4591.725098
	Iteration 36Q: 3 clusters Score -1196016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1196013.250000 Penalty: 4591.725098
	Iteration 37Q: 3 clusters Score -1196013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1196013.250000 Penalty: 4591.725098
	Iteration 38F: 3 clusters Score -1196013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -38658.820312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -38658.82 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 198 members 
Entering Unmasked Estep 
Score: -37258.863281 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -37258.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37424.699219 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -37424.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37469.644531 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -37469.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37495.410156 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -37495.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37542.449219 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -37542.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37588.066406 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -37588.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37626.847656 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -37626.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37716.578125 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -37716.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37856.464844 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -37856.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37959.988281 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -37959.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38066.984375 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -38066.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38077.492188 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -38077.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38080.140625 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -38080.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38080.140625 Penalty: 2961.745850
	Iteration 13F: 3 clusters Score -38080.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Entering Unmasked Estep 
Score: -4495300.000000 Penalty: 2624.933838
	Iteration 0F: 2 clusters Score -4495300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4468454.500000 Penalty: 5249.867676
	Iteration 0F: 3 clusters Score -4468454 nChanged 18144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4478457.000000 Penalty: 5249.867676
	Iteration 1F: 3 clusters Score -4478457 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4478920.000000 Penalty: 5249.867676
	Iteration 2Q: 3 clusters Score -4478920 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4479312.500000 Penalty: 5249.867676
	Iteration 3Q: 3 clusters Score -4479312 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4479678.000000 Penalty: 5249.867676
	Iteration 4Q: 3 clusters Score -4479678 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4480120.000000 Penalty: 5249.867676
	Iteration 5Q: 3 clusters Score -4480120 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4480776.500000 Penalty: 5249.867676
	Iteration 6Q: 3 clusters Score -4480776 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4481692.000000 Penalty: 5249.867676
	Iteration 7Q: 3 clusters Score -4481692 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4483151.500000 Penalty: 5249.867676
	Iteration 8F: 3 clusters Score -4483152 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4485378.000000 Penalty: 5249.867676
	Iteration 9F: 3 clusters Score -4485378 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -4488107.000000 Penalty: 5249.867676
	Iteration 10F: 3 clusters Score -4488107 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4490411.500000 Penalty: 5249.867676
	Iteration 11F: 3 clusters Score -4490412 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4491852.500000 Penalty: 5249.867676
	Iteration 12Q: 3 clusters Score -4491852 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4492465.500000 Penalty: 5249.867676
	Iteration 13Q: 3 clusters Score -4492466 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4492750.000000 Penalty: 5249.867676
	Iteration 14Q: 3 clusters Score -4492750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4492880.500000 Penalty: 5249.867676
	Iteration 15Q: 3 clusters Score -4492880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4492949.000000 Penalty: 5249.867676
	Iteration 16Q: 3 clusters Score -4492949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4492977.500000 Penalty: 5249.867676
	Iteration 17Q: 3 clusters Score -4492978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4493002.000000 Penalty: 5249.867676
	Iteration 18Q: 3 clusters Score -4493002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4493023.000000 Penalty: 5249.867676
	Iteration 19Q: 3 clusters Score -4493023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4493034.500000 Penalty: 5249.867676
	Iteration 20F: 3 clusters Score -4493034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4493048.000000 Penalty: 5249.867676
	Iteration 21Q: 3 clusters Score -4493048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4493054.500000 Penalty: 5249.867676
	Iteration 22Q: 3 clusters Score -4493054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4493054.500000 Penalty: 5249.867676
	Iteration 23F: 3 clusters Score -4493054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Entering Unmasked Estep 
Score: -2239122.250000 Penalty: 2453.659912
	Iteration 0F: 2 clusters Score -2239122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2225239.000000 Penalty: 4907.319824
	Iteration 0F: 3 clusters Score -2225239 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2229879.250000 Penalty: 4907.319824
	Iteration 1F: 3 clusters Score -2229879 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2230446.250000 Penalty: 4907.319824
	Iteration 2F: 3 clusters Score -2230446 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2231096.750000 Penalty: 4907.319824
	Iteration 3F: 3 clusters Score -2231097 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2231880.750000 Penalty: 4907.319824
	Iteration 4F: 3 clusters Score -2231881 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2232811.750000 Penalty: 4907.319824
	Iteration 5F: 3 clusters Score -2232812 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2233664.500000 Penalty: 4907.319824
	Iteration 6F: 3 clusters Score -2233664 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2234251.000000 Penalty: 4907.319824
	Iteration 7F: 3 clusters Score -2234251 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2234694.500000 Penalty: 4907.319824
	Iteration 8Q: 3 clusters Score -2234694 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2234989.500000 Penalty: 4907.319824
	Iteration 9Q: 3 clusters Score -2234990 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2235186.000000 Penalty: 4907.319824
	Iteration 10Q: 3 clusters Score -2235186 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2235295.000000 Penalty: 4907.319824
	Iteration 11Q: 3 clusters Score -2235295 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2235380.000000 Penalty: 4907.319824
	Iteration 12Q: 3 clusters Score -2235380 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2235432.750000 Penalty: 4907.319824
	Iteration 13Q: 3 clusters Score -2235433 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2235498.500000 Penalty: 4907.319824
	Iteration 14Q: 3 clusters Score -2235498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2235538.500000 Penalty: 4907.319824
	Iteration 15Q: 3 clusters Score -2235538 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2235579.500000 Penalty: 4907.319824
	Iteration 16Q: 3 clusters Score -2235580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2235624.750000 Penalty: 4907.319824
	Iteration 17Q: 3 clusters Score -2235625 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2235673.000000 Penalty: 4907.319824
	Iteration 18Q: 3 clusters Score -2235673 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2235718.500000 Penalty: 4907.319824
	Iteration 19Q: 3 clusters Score -2235718 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2235775.250000 Penalty: 4907.319824
	Iteration 20F: 3 clusters Score -2235775 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2235823.500000 Penalty: 4907.319824
	Iteration 21Q: 3 clusters Score -2235824 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2235868.250000 Penalty: 4907.319824
	Iteration 22Q: 3 clusters Score -2235868 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2235921.000000 Penalty: 4907.319824
	Iteration 23Q: 3 clusters Score -2235921 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2235953.000000 Penalty: 4907.319824
	Iteration 24Q: 3 clusters Score -2235953 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2236012.250000 Penalty: 4907.319824
	Iteration 25Q: 3 clusters Score -2236012 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2236063.000000 Penalty: 4907.319824
	Iteration 26Q: 3 clusters Score -2236063 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2236128.000000 Penalty: 4907.319824
	Iteration 27Q: 3 clusters Score -2236128 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2236186.250000 Penalty: 4907.319824
	Iteration 28Q: 3 clusters Score -2236186 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2236254.750000 Penalty: 4907.319824
	Iteration 29Q: 3 clusters Score -2236255 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2236347.250000 Penalty: 4907.319824
	Iteration 30Q: 3 clusters Score -2236347 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2236460.250000 Penalty: 4907.319824
	Iteration 31Q: 3 clusters Score -2236460 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2236549.250000 Penalty: 4907.319824
	Iteration 32Q: 3 clusters Score -2236549 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2236643.250000 Penalty: 4907.319824
	Iteration 33Q: 3 clusters Score -2236643 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2236741.000000 Penalty: 4907.319824
	Iteration 34Q: 3 clusters Score -2236741 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2236835.750000 Penalty: 4907.319824
	Iteration 35Q: 3 clusters Score -2236836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2236932.500000 Penalty: 4907.319824
	Iteration 36Q: 3 clusters Score -2236932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2237024.000000 Penalty: 4907.319824
	Iteration 37Q: 3 clusters Score -2237024 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2237097.500000 Penalty: 4907.319824
	Iteration 38Q: 3 clusters Score -2237098 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2237163.500000 Penalty: 4907.319824
	Iteration 39Q: 3 clusters Score -2237164 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2237240.750000 Penalty: 4907.319824
	Iteration 40F: 3 clusters Score -2237241 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2237323.750000 Penalty: 4907.319824
	Iteration 41Q: 3 clusters Score -2237324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2237379.250000 Penalty: 4907.319824
	Iteration 42Q: 3 clusters Score -2237379 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2237431.250000 Penalty: 4907.319824
	Iteration 43Q: 3 clusters Score -2237431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2237464.250000 Penalty: 4907.319824
	Iteration 44Q: 3 clusters Score -2237464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2237491.250000 Penalty: 4907.319824
	Iteration 45Q: 3 clusters Score -2237491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2237510.000000 Penalty: 4907.319824
	Iteration 46Q: 3 clusters Score -2237510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2237525.250000 Penalty: 4907.319824
	Iteration 47Q: 3 clusters Score -2237525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2237533.500000 Penalty: 4907.319824
	Iteration 48Q: 3 clusters Score -2237534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2237552.000000 Penalty: 4907.319824
	Iteration 49Q: 3 clusters Score -2237552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2237550.500000 Penalty: 4907.319824
	Iteration 50Q: 3 clusters Score -2237550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2237564.500000 Penalty: 4907.319824
	Iteration 51Q: 3 clusters Score -2237564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2237564.250000 Penalty: 4907.319824
	Iteration 52Q: 3 clusters Score -2237564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2237571.250000 Penalty: 4907.319824
	Iteration 53Q: 3 clusters Score -2237571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2237571.000000 Penalty: 4907.319824
	Iteration 54Q: 3 clusters Score -2237571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2237570.750000 Penalty: 4907.319824
	Iteration 55Q: 3 clusters Score -2237571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2237571.250000 Penalty: 4907.319824
	Iteration 56Q: 3 clusters Score -2237571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2237575.750000 Penalty: 4907.319824
	Iteration 57Q: 3 clusters Score -2237576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2237574.000000 Penalty: 4907.319824
	Iteration 58Q: 3 clusters Score -2237574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2237577.500000 Penalty: 4907.319824
	Iteration 59Q: 3 clusters Score -2237578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2237577.250000 Penalty: 4907.319824
	Iteration 60F: 3 clusters Score -2237577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 502 members 
Entering Unmasked Estep 
Score: -97575.125000 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97575.12 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97822.554688 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97822.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97917.921875 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -97917.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -98012.804688 Penalty: 3415.212646
	Iteration 3Q: 3 clusters Score -98012.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98106.742188 Penalty: 3415.212646
	Iteration 4Q: 3 clusters Score -98106.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98341.906250 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -98341.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -98603.140625 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -98603.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98710.882812 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -98710.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98781.734375 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -98781.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98827.703125 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -98827.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -98897.968750 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -98897.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -98989.468750 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -98989.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99148.609375 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -99148.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -99423.796875 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -99423.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -99799.468750 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -99799.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99976.945312 Penalty: 3415.212646
	Iteration 15Q: 3 clusters Score -99976.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100004.921875 Penalty: 3415.212646
	Iteration 16Q: 3 clusters Score -100004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 17Q: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 18F: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5269 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 141734 members 
Mstep: Class 8 contains 250151 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39514 members 
Mstep: Class 13 contains 19807 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 35924 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 205466 members 
Entering Unmasked Estep 
Score: -88588400.000000 Penalty: 67431.250000
Splitting cluster 14 changes total score from -88589632.000000 to -88588400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (35924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Entering Unmasked Estep 
Score: -4079882.000000 Penalty: 2601.311768
	Iteration 0F: 2 clusters Score -4079882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4055369.000000 Penalty: 5202.623535
	Iteration 0F: 3 clusters Score -4055369 nChanged 16400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4064212.750000 Penalty: 5202.623535
	Iteration 1F: 3 clusters Score -4064213 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4064709.500000 Penalty: 5202.623535
	Iteration 2Q: 3 clusters Score -4064710 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4065358.500000 Penalty: 5202.623535
	Iteration 3Q: 3 clusters Score -4065358 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -4066329.250000 Penalty: 5202.623535
	Iteration 4Q: 3 clusters Score -4066329 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4067755.750000 Penalty: 5202.623535
	Iteration 5F: 3 clusters Score -4067756 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4069707.500000 Penalty: 5202.623535
	Iteration 6F: 3 clusters Score -4069708 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -4072204.000000 Penalty: 5202.623535
	Iteration 7F: 3 clusters Score -4072204 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4074737.000000 Penalty: 5202.623535
	Iteration 8F: 3 clusters Score -4074737 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -4076724.500000 Penalty: 5202.623535
	Iteration 9F: 3 clusters Score -4076724 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4077790.000000 Penalty: 5202.623535
	Iteration 10Q: 3 clusters Score -4077790 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4078241.000000 Penalty: 5202.623535
	Iteration 11Q: 3 clusters Score -4078241 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4078476.250000 Penalty: 5202.623535
	Iteration 12Q: 3 clusters Score -4078476 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -4078624.000000 Penalty: 5202.623535
	Iteration 13Q: 3 clusters Score -4078624 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4078756.000000 Penalty: 5202.623535
	Iteration 14Q: 3 clusters Score -4078756 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4078854.500000 Penalty: 5202.623535
	Iteration 15Q: 3 clusters Score -4078854 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4078938.750000 Penalty: 5202.623535
	Iteration 16Q: 3 clusters Score -4078939 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4078997.000000 Penalty: 5202.623535
	Iteration 17Q: 3 clusters Score -4078997 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4079056.750000 Penalty: 5202.623535
	Iteration 18Q: 3 clusters Score -4079057 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4079103.000000 Penalty: 5202.623535
	Iteration 19Q: 3 clusters Score -4079103 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4079156.250000 Penalty: 5202.623535
	Iteration 20F: 3 clusters Score -4079156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4079182.750000 Penalty: 5202.623535
	Iteration 21Q: 3 clusters Score -4079183 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4079220.500000 Penalty: 5202.623535
	Iteration 22Q: 3 clusters Score -4079220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4079260.500000 Penalty: 5202.623535
	Iteration 23Q: 3 clusters Score -4079260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4079277.750000 Penalty: 5202.623535
	Iteration 24Q: 3 clusters Score -4079278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4079285.250000 Penalty: 5202.623535
	Iteration 25Q: 3 clusters Score -4079285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4079298.500000 Penalty: 5202.623535
	Iteration 26Q: 3 clusters Score -4079298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4079309.750000 Penalty: 5202.623535
	Iteration 27Q: 3 clusters Score -4079310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4079318.750000 Penalty: 5202.623535
	Iteration 28Q: 3 clusters Score -4079319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4079328.250000 Penalty: 5202.623535
	Iteration 29Q: 3 clusters Score -4079328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4079331.000000 Penalty: 5202.623535
	Iteration 30Q: 3 clusters Score -4079331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4079339.500000 Penalty: 5202.623535
	Iteration 31Q: 3 clusters Score -4079340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4079351.500000 Penalty: 5202.623535
	Iteration 32Q: 3 clusters Score -4079352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4079344.750000 Penalty: 5202.623535
	Iteration 33Q: 3 clusters Score -4079345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4079350.500000 Penalty: 5202.623535
	Iteration 34Q: 3 clusters Score -4079350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4079351.500000 Penalty: 5202.623535
	Iteration 35Q: 3 clusters Score -4079352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4079347.750000 Penalty: 5202.623535
	Iteration 36Q: 3 clusters Score -4079348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4079349.000000 Penalty: 5202.623535
	Iteration 37Q: 3 clusters Score -4079349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4079348.250000 Penalty: 5202.623535
	Iteration 38Q: 3 clusters Score -4079348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4079356.500000 Penalty: 5202.623535
	Iteration 39Q: 3 clusters Score -4079356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4079356.750000 Penalty: 5202.623535
	Iteration 40F: 3 clusters Score -4079357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4079354.750000 Penalty: 5202.623535
	Iteration 41Q: 3 clusters Score -4079355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4079360.250000 Penalty: 5202.623535
	Iteration 42Q: 3 clusters Score -4079360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4079364.750000 Penalty: 5202.623535
	Iteration 43Q: 3 clusters Score -4079365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4079363.500000 Penalty: 5202.623535
	Iteration 44Q: 3 clusters Score -4079364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4079369.000000 Penalty: 5202.623535
	Iteration 45Q: 3 clusters Score -4079369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4079367.000000 Penalty: 5202.623535
	Iteration 46Q: 3 clusters Score -4079367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4079359.250000 Penalty: 5202.623535
	Iteration 47Q: 3 clusters Score -4079359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4079357.750000 Penalty: 5202.623535
	Iteration 48Q: 3 clusters Score -4079358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4079354.250000 Penalty: 5202.623535
	Iteration 49Q: 3 clusters Score -4079354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4079358.750000 Penalty: 5202.623535
	Iteration 50Q: 3 clusters Score -4079359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4079363.000000 Penalty: 5202.623535
	Iteration 51Q: 3 clusters Score -4079363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4079366.000000 Penalty: 5202.623535
	Iteration 52Q: 3 clusters Score -4079366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4079364.000000 Penalty: 5202.623535
	Iteration 53Q: 3 clusters Score -4079364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4079364.000000 Penalty: 5202.623535
	Iteration 54F: 3 clusters Score -4079364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -103309.070312 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -103309.1 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 485 members 
Entering Unmasked Estep 
Score: -101396.695312 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -101396.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101662.468750 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -101662.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101735.710938 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -101735.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -101778.195312 Penalty: 3389.718018
	Iteration 3Q: 3 clusters Score -101778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101791.679688 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -101791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101803.859375 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -101803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101809.445312 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -101809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101813.179688 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -101813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101813.898438 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -101813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101815.187500 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -101815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101817.437500 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -101817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101817.437500 Penalty: 3389.718018
	Iteration 11F: 3 clusters Score -101817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -100300.187500 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -100300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98415.726562 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -98415.73 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98759.468750 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -98759.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98841.601562 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -98841.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98884.640625 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -98884.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98924.648438 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -98924.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98967.343750 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -98967.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99011.625000 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -99011.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -99054.570312 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -99054.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99096.703125 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -99096.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -99133.476562 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -99133.48 nChanged 18
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: -99167.343750 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -99167.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -99208.742188 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -99208.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -99248.515625 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -99248.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -99290.789062 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -99290.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -99357.148438 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -99357.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -99460.054688 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -99460.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -99526.585938 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -99526.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -99579.750000 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -99579.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -99631.007812 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -99631.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -99652.296875 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -99652.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99707.804688 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -99707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -99760.718750 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -99760.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -99793.015625 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -99793.02 nChanged 3
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: -99798.023438 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -99798.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99803.750000 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -99803.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99805.617188 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -99805.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -99809.750000 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -99809.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -99811.679688 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -99811.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -99811.679688 Penalty: 3394.500000
	Iteration 28F: 3 clusters Score -99811.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -444197.125000 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -444197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -440431.812500 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -440431.8 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -441202.750000 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -441202.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -441353.250000 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -441353.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -441455.593750 Penalty: 4085.264648
	Iteration 3Q: 3 clusters Score -441455.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -441526.718750 Penalty: 4085.264648
	Iteration 4Q: 3 clusters Score -441526.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -441581.218750 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -441581.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -441624.968750 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -441625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -441665.656250 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -441665.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -441698.156250 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -441698.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -441722.187500 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -441722.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -441744.062500 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -441744.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -441763.187500 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -441763.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -441783.968750 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -441784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -441799.437500 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -441799.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -441816.000000 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -441816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -441828.812500 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -441828.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -441838.750000 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -441838.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -441847.750000 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -441847.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -441857.968750 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -441858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -441868.000000 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -441868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -441876.593750 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -441876.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -441886.593750 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -441886.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -441898.562500 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -441898.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -441912.531250 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -441912.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -441925.031250 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -441925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -441936.187500 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -441936.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -441945.031250 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -441945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -441950.250000 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -441950.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -441954.625000 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -441954.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -441958.343750 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -441958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -441960.000000 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -441960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -441965.031250 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -441965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -441971.281250 Penalty: 4085.264648
	Iteration 32Q: 3 clusters Score -441971.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -441975.187500 Penalty: 4085.264648
	Iteration 33Q: 3 clusters Score -441975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -441977.656250 Penalty: 4085.264648
	Iteration 34Q: 3 clusters Score -441977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -441979.812500 Penalty: 4085.264648
	Iteration 35Q: 3 clusters Score -441979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -441980.125000 Penalty: 4085.264648
	Iteration 36Q: 3 clusters Score -441980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -441982.406250 Penalty: 4085.264648
	Iteration 37Q: 3 clusters Score -441982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -441983.718750 Penalty: 4085.264648
	Iteration 38Q: 3 clusters Score -441983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -441985.718750 Penalty: 4085.264648
	Iteration 39Q: 3 clusters Score -441985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -441987.937500 Penalty: 4085.264648
	Iteration 40F: 3 clusters Score -441987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -441990.750000 Penalty: 4085.264648
	Iteration 41Q: 3 clusters Score -441990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -441992.500000 Penalty: 4085.264648
	Iteration 42Q: 3 clusters Score -441992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -441996.593750 Penalty: 4085.264648
	Iteration 43Q: 3 clusters Score -441996.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -442001.656250 Penalty: 4085.264648
	Iteration 44Q: 3 clusters Score -442001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -442004.750000 Penalty: 4085.264648
	Iteration 45Q: 3 clusters Score -442004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -442007.062500 Penalty: 4085.264648
	Iteration 46Q: 3 clusters Score -442007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -442010.062500 Penalty: 4085.264648
	Iteration 47Q: 3 clusters Score -442010.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -442012.000000 Penalty: 4085.264648
	Iteration 48Q: 3 clusters Score -442012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -442016.781250 Penalty: 4085.264648
	Iteration 49Q: 3 clusters Score -442016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -442019.875000 Penalty: 4085.264648
	Iteration 50Q: 3 clusters Score -442019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -442021.156250 Penalty: 4085.264648
	Iteration 51Q: 3 clusters Score -442021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -442026.250000 Penalty: 4085.264648
	Iteration 52Q: 3 clusters Score -442026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -442030.906250 Penalty: 4085.264648
	Iteration 53Q: 3 clusters Score -442030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -442038.375000 Penalty: 4085.264648
	Iteration 54Q: 3 clusters Score -442038.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -442044.125000 Penalty: 4085.264648
	Iteration 55Q: 3 clusters Score -442044.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -442050.500000 Penalty: 4085.264648
	Iteration 56Q: 3 clusters Score -442050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -442053.468750 Penalty: 4085.264648
	Iteration 57Q: 3 clusters Score -442053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -442055.312500 Penalty: 4085.264648
	Iteration 58Q: 3 clusters Score -442055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -442055.593750 Penalty: 4085.264648
	Iteration 59Q: 3 clusters Score -442055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -442058.375000 Penalty: 4085.264648
	Iteration 60F: 3 clusters Score -442058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -442063.031250 Penalty: 4085.264648
	Iteration 61Q: 3 clusters Score -442063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -442067.750000 Penalty: 4085.264648
	Iteration 62Q: 3 clusters Score -442067.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -442076.062500 Penalty: 4085.264648
	Iteration 63Q: 3 clusters Score -442076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -442081.562500 Penalty: 4085.264648
	Iteration 64Q: 3 clusters Score -442081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -442086.156250 Penalty: 4085.264648
	Iteration 65Q: 3 clusters Score -442086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -442089.593750 Penalty: 4085.264648
	Iteration 66Q: 3 clusters Score -442089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -442092.281250 Penalty: 4085.264648
	Iteration 67Q: 3 clusters Score -442092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -442094.656250 Penalty: 4085.264648
	Iteration 68Q: 3 clusters Score -442094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -442098.218750 Penalty: 4085.264648
	Iteration 69Q: 3 clusters Score -442098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -442101.687500 Penalty: 4085.264648
	Iteration 70Q: 3 clusters Score -442101.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -442109.437500 Penalty: 4085.264648
	Iteration 71Q: 3 clusters Score -442109.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -442115.968750 Penalty: 4085.264648
	Iteration 72Q: 3 clusters Score -442116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -442119.312500 Penalty: 4085.264648
	Iteration 73Q: 3 clusters Score -442119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -442125.093750 Penalty: 4085.264648
	Iteration 74Q: 3 clusters Score -442125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -442135.406250 Penalty: 4085.264648
	Iteration 75Q: 3 clusters Score -442135.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -442143.187500 Penalty: 4085.264648
	Iteration 76Q: 3 clusters Score -442143.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -442148.406250 Penalty: 4085.264648
	Iteration 77Q: 3 clusters Score -442148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -442153.906250 Penalty: 4085.264648
	Iteration 78Q: 3 clusters Score -442153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -442156.875000 Penalty: 4085.264648
	Iteration 79Q: 3 clusters Score -442156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -442162.281250 Penalty: 4085.264648
	Iteration 80F: 3 clusters Score -442162.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -442170.656250 Penalty: 4085.264648
	Iteration 81Q: 3 clusters Score -442170.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -442179.750000 Penalty: 4085.264648
	Iteration 82Q: 3 clusters Score -442179.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -442188.218750 Penalty: 4085.264648
	Iteration 83Q: 3 clusters Score -442188.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -442203.031250 Penalty: 4085.264648
	Iteration 84Q: 3 clusters Score -442203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -442211.093750 Penalty: 4085.264648
	Iteration 85Q: 3 clusters Score -442211.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -442221.531250 Penalty: 4085.264648
	Iteration 86Q: 3 clusters Score -442221.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -442233.593750 Penalty: 4085.264648
	Iteration 87Q: 3 clusters Score -442233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -442245.781250 Penalty: 4085.264648
	Iteration 88Q: 3 clusters Score -442245.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -442259.531250 Penalty: 4085.264648
	Iteration 89Q: 3 clusters Score -442259.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -442268.750000 Penalty: 4085.264648
	Iteration 90Q: 3 clusters Score -442268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -442279.843750 Penalty: 4085.264648
	Iteration 91Q: 3 clusters Score -442279.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -442291.312500 Penalty: 4085.264648
	Iteration 92Q: 3 clusters Score -442291.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -442308.000000 Penalty: 4085.264648
	Iteration 93Q: 3 clusters Score -442308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -442324.468750 Penalty: 4085.264648
	Iteration 94Q: 3 clusters Score -442324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -442332.937500 Penalty: 4085.264648
	Iteration 95Q: 3 clusters Score -442332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -442335.468750 Penalty: 4085.264648
	Iteration 96Q: 3 clusters Score -442335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -442337.968750 Penalty: 4085.264648
	Iteration 97Q: 3 clusters Score -442338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -442342.343750 Penalty: 4085.264648
	Iteration 98Q: 3 clusters Score -442342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -442345.031250 Penalty: 4085.264648
	Iteration 99Q: 3 clusters Score -442345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -442347.718750 Penalty: 4085.264648
	Iteration 100F: 3 clusters Score -442347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -442350.312500 Penalty: 4085.264648
	Iteration 101Q: 3 clusters Score -442350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -442350.593750 Penalty: 4085.264648
	Iteration 102Q: 3 clusters Score -442350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -442351.906250 Penalty: 4085.264648
	Iteration 103Q: 3 clusters Score -442351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -442352.656250 Penalty: 4085.264648
	Iteration 104Q: 3 clusters Score -442352.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -442353.218750 Penalty: 4085.264648
	Iteration 105Q: 3 clusters Score -442353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -442353.937500 Penalty: 4085.264648
	Iteration 106Q: 3 clusters Score -442353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -442355.687500 Penalty: 4085.264648
	Iteration 107Q: 3 clusters Score -442355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -442356.187500 Penalty: 4085.264648
	Iteration 108Q: 3 clusters Score -442356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -442357.093750 Penalty: 4085.264648
	Iteration 109Q: 3 clusters Score -442357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -442359.750000 Penalty: 4085.264648
	Iteration 110Q: 3 clusters Score -442359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -442362.406250 Penalty: 4085.264648
	Iteration 111Q: 3 clusters Score -442362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -442366.406250 Penalty: 4085.264648
	Iteration 112Q: 3 clusters Score -442366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -442369.250000 Penalty: 4085.264648
	Iteration 113Q: 3 clusters Score -442369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -442370.281250 Penalty: 4085.264648
	Iteration 114Q: 3 clusters Score -442370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -442370.750000 Penalty: 4085.264648
	Iteration 115Q: 3 clusters Score -442370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -442370.750000 Penalty: 4085.264648
	Iteration 116F: 3 clusters Score -442370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205466 members 
Entering Unmasked Estep 
Score: -23017304.000000 Penalty: 3033.792969
	Iteration 0F: 2 clusters Score -2.30173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -22882328.000000 Penalty: 6067.585938
	Iteration 0F: 3 clusters Score -2.288233e+07 nChanged 99102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -22940642.000000 Penalty: 6067.585938
	Iteration 1F: 3 clusters Score -2.294064e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -22941762.000000 Penalty: 6067.585938
	Iteration 2Q: 3 clusters Score -2.294176e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -22943118.000000 Penalty: 6067.585938
	Iteration 3Q: 3 clusters Score -2.294312e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -22944888.000000 Penalty: 6067.585938
	Iteration 4Q: 3 clusters Score -2.294489e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -22947320.000000 Penalty: 6067.585938
	Iteration 5Q: 3 clusters Score -2.294732e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -22950690.000000 Penalty: 6067.585938
	Iteration 6Q: 3 clusters Score -2.295069e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 109875 members 
Entering Unmasked Estep 
Score: -22955122.000000 Penalty: 6067.585938
	Iteration 7Q: 3 clusters Score -2.295512e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -22960286.000000 Penalty: 6067.585938
	Iteration 8F: 3 clusters Score -2.296029e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 117383 members 
Entering Unmasked Estep 
Score: -22966608.000000 Penalty: 6067.585938
	Iteration 9F: 3 clusters Score -2.296661e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -22973764.000000 Penalty: 6067.585938
	Iteration 10F: 3 clusters Score -2.297376e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -22980426.000000 Penalty: 6067.585938
	Iteration 11F: 3 clusters Score -2.298043e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 129806 members 
Entering Unmasked Estep 
Score: -22985906.000000 Penalty: 6067.585938
	Iteration 12Q: 3 clusters Score -2.298591e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 132635 members 
Entering Unmasked Estep 
Score: -22989056.000000 Penalty: 6067.585938
	Iteration 13Q: 3 clusters Score -2.298906e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 135047 members 
Entering Unmasked Estep 
Score: -22990660.000000 Penalty: 6067.585938
	Iteration 14Q: 3 clusters Score -2.299066e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 137309 members 
Entering Unmasked Estep 
Score: -22991554.000000 Penalty: 6067.585938
	Iteration 15Q: 3 clusters Score -2.299155e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 139599 members 
Entering Unmasked Estep 
Score: -22992122.000000 Penalty: 6067.585938
	Iteration 16Q: 3 clusters Score -2.299212e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 141933 members 
Entering Unmasked Estep 
Score: -22992676.000000 Penalty: 6067.585938
	Iteration 17Q: 3 clusters Score -2.299268e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 144235 members 
Entering Unmasked Estep 
Score: -22993030.000000 Penalty: 6067.585938
	Iteration 18Q: 3 clusters Score -2.299303e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 146476 members 
Entering Unmasked Estep 
Score: -22993412.000000 Penalty: 6067.585938
	Iteration 19Q: 3 clusters Score -2.299341e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 148686 members 
Entering Unmasked Estep 
Score: -22993890.000000 Penalty: 6067.585938
	Iteration 20F: 3 clusters Score -2.299389e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -22994284.000000 Penalty: 6067.585938
	Iteration 21Q: 3 clusters Score -2.299428e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 153203 members 
Entering Unmasked Estep 
Score: -22994692.000000 Penalty: 6067.585938
	Iteration 22Q: 3 clusters Score -2.299469e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 155447 members 
Entering Unmasked Estep 
Score: -22995046.000000 Penalty: 6067.585938
	Iteration 23Q: 3 clusters Score -2.299505e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -22995616.000000 Penalty: 6067.585938
	Iteration 24Q: 3 clusters Score -2.299562e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -22996170.000000 Penalty: 6067.585938
	Iteration 25Q: 3 clusters Score -2.299617e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -22996914.000000 Penalty: 6067.585938
	Iteration 26Q: 3 clusters Score -2.299691e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -22997746.000000 Penalty: 6067.585938
	Iteration 27Q: 3 clusters Score -2.299775e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 167035 members 
Entering Unmasked Estep 
Score: -22998348.000000 Penalty: 6067.585938
	Iteration 28Q: 3 clusters Score -2.299835e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -22999106.000000 Penalty: 6067.585938
	Iteration 29Q: 3 clusters Score -2.299911e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -22999884.000000 Penalty: 6067.585938
	Iteration 30Q: 3 clusters Score -2.299988e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -23000790.000000 Penalty: 6067.585938
	Iteration 31Q: 3 clusters Score -2.300079e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 176607 members 
Entering Unmasked Estep 
Score: -23001726.000000 Penalty: 6067.585938
	Iteration 32Q: 3 clusters Score -2.300173e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -23002548.000000 Penalty: 6067.585938
	Iteration 33Q: 3 clusters Score -2.300255e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
Score: -23003492.000000 Penalty: 6067.585938
	Iteration 34Q: 3 clusters Score -2.300349e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -23004564.000000 Penalty: 6067.585938
	Iteration 35Q: 3 clusters Score -2.300456e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -23005750.000000 Penalty: 6067.585938
	Iteration 36Q: 3 clusters Score -2.300575e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 188248 members 
Entering Unmasked Estep 
Score: -23006988.000000 Penalty: 6067.585938
	Iteration 37Q: 3 clusters Score -2.300699e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -23008404.000000 Penalty: 6067.585938
	Iteration 38Q: 3 clusters Score -2.30084e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 191983 members 
Entering Unmasked Estep 
Score: -23009590.000000 Penalty: 6067.585938
	Iteration 39Q: 3 clusters Score -2.300959e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 193571 members 
Entering Unmasked Estep 
Score: -23010856.000000 Penalty: 6067.585938
	Iteration 40F: 3 clusters Score -2.301086e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 194860 members 
Entering Unmasked Estep 
Score: -23012106.000000 Penalty: 6067.585938
	Iteration 41Q: 3 clusters Score -2.301211e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 195883 members 
Entering Unmasked Estep 
Score: -23013136.000000 Penalty: 6067.585938
	Iteration 42Q: 3 clusters Score -2.301314e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 196629 members 
Entering Unmasked Estep 
Score: -23013870.000000 Penalty: 6067.585938
	Iteration 43Q: 3 clusters Score -2.301387e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 197157 members 
Entering Unmasked Estep 
Score: -23014304.000000 Penalty: 6067.585938
	Iteration 44Q: 3 clusters Score -2.30143e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 197560 members 
Entering Unmasked Estep 
Score: -23014614.000000 Penalty: 6067.585938
	Iteration 45Q: 3 clusters Score -2.301461e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 197880 members 
Entering Unmasked Estep 
Score: -23014800.000000 Penalty: 6067.585938
	Iteration 46Q: 3 clusters Score -2.30148e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 198129 members 
Entering Unmasked Estep 
Score: -23014922.000000 Penalty: 6067.585938
	Iteration 47Q: 3 clusters Score -2.301492e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 198360 members 
Entering Unmasked Estep 
Score: -23015046.000000 Penalty: 6067.585938
	Iteration 48Q: 3 clusters Score -2.301505e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 198559 members 
Entering Unmasked Estep 
Score: -23015148.000000 Penalty: 6067.585938
	Iteration 49Q: 3 clusters Score -2.301515e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 198715 members 
Entering Unmasked Estep 
Score: -23015242.000000 Penalty: 6067.585938
	Iteration 50Q: 3 clusters Score -2.301524e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -23015272.000000 Penalty: 6067.585938
	Iteration 51Q: 3 clusters Score -2.301527e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 198982 members 
Entering Unmasked Estep 
Score: -23015304.000000 Penalty: 6067.585938
	Iteration 52Q: 3 clusters Score -2.30153e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 199084 members 
Entering Unmasked Estep 
Score: -23015360.000000 Penalty: 6067.585938
	Iteration 53Q: 3 clusters Score -2.301536e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 199179 members 
Entering Unmasked Estep 
Score: -23015364.000000 Penalty: 6067.585938
	Iteration 54Q: 3 clusters Score -2.301536e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 199278 members 
Entering Unmasked Estep 
Score: -23015372.000000 Penalty: 6067.585938
	Iteration 55Q: 3 clusters Score -2.301537e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 199356 members 
Entering Unmasked Estep 
Score: -23015366.000000 Penalty: 6067.585938
	Iteration 56Q: 3 clusters Score -2.301537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 199424 members 
Entering Unmasked Estep 
Score: -23015420.000000 Penalty: 6067.585938
	Iteration 57Q: 3 clusters Score -2.301542e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 199490 members 
Entering Unmasked Estep 
Score: -23015436.000000 Penalty: 6067.585938
	Iteration 58Q: 3 clusters Score -2.301544e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 199550 members 
Entering Unmasked Estep 
Score: -23015398.000000 Penalty: 6067.585938
	Iteration 59Q: 3 clusters Score -2.30154e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 199599 members 
Entering Unmasked Estep 
Score: -23015436.000000 Penalty: 6067.585938
	Iteration 60F: 3 clusters Score -2.301544e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 199634 members 
Entering Unmasked Estep 
Score: -23015476.000000 Penalty: 6067.585938
	Iteration 61Q: 3 clusters Score -2.301548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 199680 members 
Entering Unmasked Estep 
Score: -23015474.000000 Penalty: 6067.585938
	Iteration 62Q: 3 clusters Score -2.301547e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 199716 members 
Entering Unmasked Estep 
Score: -23015486.000000 Penalty: 6067.585938
	Iteration 63Q: 3 clusters Score -2.301549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 199741 members 
Entering Unmasked Estep 
Score: -23015472.000000 Penalty: 6067.585938
	Iteration 64Q: 3 clusters Score -2.301547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 199766 members 
Entering Unmasked Estep 
Score: -23015444.000000 Penalty: 6067.585938
	Iteration 65Q: 3 clusters Score -2.301544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 199789 members 
Entering Unmasked Estep 
Score: -23015470.000000 Penalty: 6067.585938
	Iteration 66Q: 3 clusters Score -2.301547e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 199814 members 
Entering Unmasked Estep 
Score: -23015426.000000 Penalty: 6067.585938
	Iteration 67Q: 3 clusters Score -2.301543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 199836 members 
Entering Unmasked Estep 
Score: -23015446.000000 Penalty: 6067.585938
	Iteration 68Q: 3 clusters Score -2.301545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 199857 members 
Entering Unmasked Estep 
Score: -23015438.000000 Penalty: 6067.585938
	Iteration 69Q: 3 clusters Score -2.301544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 199876 members 
Entering Unmasked Estep 
Score: -23015450.000000 Penalty: 6067.585938
	Iteration 70Q: 3 clusters Score -2.301545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 199891 members 
Entering Unmasked Estep 
Score: -23015460.000000 Penalty: 6067.585938
	Iteration 71Q: 3 clusters Score -2.301546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 199904 members 
Entering Unmasked Estep 
Score: -23015474.000000 Penalty: 6067.585938
	Iteration 72Q: 3 clusters Score -2.301547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 199918 members 
Entering Unmasked Estep 
Score: -23015478.000000 Penalty: 6067.585938
	Iteration 73Q: 3 clusters Score -2.301548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 199927 members 
Entering Unmasked Estep 
Score: -23015472.000000 Penalty: 6067.585938
	Iteration 74Q: 3 clusters Score -2.301547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 199935 members 
Entering Unmasked Estep 
Score: -23015456.000000 Penalty: 6067.585938
	Iteration 75Q: 3 clusters Score -2.301546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 199940 members 
Entering Unmasked Estep 
Score: -23015446.000000 Penalty: 6067.585938
	Iteration 76Q: 3 clusters Score -2.301545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 199947 members 
Entering Unmasked Estep 
Score: -23015444.000000 Penalty: 6067.585938
	Iteration 77Q: 3 clusters Score -2.301544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 199959 members 
Entering Unmasked Estep 
Score: -23015458.000000 Penalty: 6067.585938
	Iteration 78Q: 3 clusters Score -2.301546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 199974 members 
Entering Unmasked Estep 
Score: -23015462.000000 Penalty: 6067.585938
	Iteration 79Q: 3 clusters Score -2.301546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 199985 members 
Entering Unmasked Estep 
Score: -23015460.000000 Penalty: 6067.585938
	Iteration 80F: 3 clusters Score -2.301546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 199991 members 
Entering Unmasked Estep 
Score: -23015454.000000 Penalty: 6067.585938
	Iteration 81Q: 3 clusters Score -2.301545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 199997 members 
Entering Unmasked Estep 
Score: -23015456.000000 Penalty: 6067.585938
	Iteration 82Q: 3 clusters Score -2.301546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 199999 members 
Entering Unmasked Estep 
Score: -23015452.000000 Penalty: 6067.585938
	Iteration 83Q: 3 clusters Score -2.301545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 200003 members 
Entering Unmasked Estep 
Score: -23015464.000000 Penalty: 6067.585938
	Iteration 84Q: 3 clusters Score -2.301546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 200006 members 
Entering Unmasked Estep 
Score: -23015462.000000 Penalty: 6067.585938
	Iteration 85Q: 3 clusters Score -2.301546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 200008 members 
Entering Unmasked Estep 
Score: -23015458.000000 Penalty: 6067.585938
	Iteration 86Q: 3 clusters Score -2.301546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 200007 members 
Entering Unmasked Estep 
Score: -23015450.000000 Penalty: 6067.585938
	Iteration 87Q: 3 clusters Score -2.301545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 200007 members 
Entering Unmasked Estep 
Score: -23015472.000000 Penalty: 6067.585938
	Iteration 88Q: 3 clusters Score -2.301547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 200013 members 
Entering Unmasked Estep 
Score: -23015464.000000 Penalty: 6067.585938
	Iteration 89Q: 3 clusters Score -2.301546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 200018 members 
Entering Unmasked Estep 
Score: -23015466.000000 Penalty: 6067.585938
	Iteration 90Q: 3 clusters Score -2.301547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 200026 members 
Entering Unmasked Estep 
Score: -23015464.000000 Penalty: 6067.585938
	Iteration 91Q: 3 clusters Score -2.301546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 200035 members 
Entering Unmasked Estep 
Score: -23015458.000000 Penalty: 6067.585938
	Iteration 92Q: 3 clusters Score -2.301546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 200046 members 
Entering Unmasked Estep 
Score: -23015450.000000 Penalty: 6067.585938
	Iteration 93Q: 3 clusters Score -2.301545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 200055 members 
Entering Unmasked Estep 
Score: -23015430.000000 Penalty: 6067.585938
	Iteration 94Q: 3 clusters Score -2.301543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 200061 members 
Entering Unmasked Estep 
Score: -23015456.000000 Penalty: 6067.585938
	Iteration 95Q: 3 clusters Score -2.301546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 200069 members 
Entering Unmasked Estep 
Score: -23015470.000000 Penalty: 6067.585938
	Iteration 96Q: 3 clusters Score -2.301547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 200078 members 
Entering Unmasked Estep 
Score: -23015470.000000 Penalty: 6067.585938
	Iteration 97Q: 3 clusters Score -2.301547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 200086 members 
Entering Unmasked Estep 
Score: -23015480.000000 Penalty: 6067.585938
	Iteration 98Q: 3 clusters Score -2.301548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 200094 members 
Entering Unmasked Estep 
Score: -23015504.000000 Penalty: 6067.585938
	Iteration 99Q: 3 clusters Score -2.30155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 200103 members 
Entering Unmasked Estep 
Score: -23015498.000000 Penalty: 6067.585938
	Iteration 100F: 3 clusters Score -2.30155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 200113 members 
Entering Unmasked Estep 
Score: -23015516.000000 Penalty: 6067.585938
	Iteration 101Q: 3 clusters Score -2.301552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 200119 members 
Entering Unmasked Estep 
Score: -23015512.000000 Penalty: 6067.585938
	Iteration 102Q: 3 clusters Score -2.301551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 200127 members 
Entering Unmasked Estep 
Score: -23015522.000000 Penalty: 6067.585938
	Iteration 103Q: 3 clusters Score -2.301552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 200133 members 
Entering Unmasked Estep 
Score: -23015536.000000 Penalty: 6067.585938
	Iteration 104Q: 3 clusters Score -2.301554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 200139 members 
Entering Unmasked Estep 
Score: -23015536.000000 Penalty: 6067.585938
	Iteration 105Q: 3 clusters Score -2.301554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 200150 members 
Entering Unmasked Estep 
Score: -23015550.000000 Penalty: 6067.585938
	Iteration 106Q: 3 clusters Score -2.301555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 200154 members 
Entering Unmasked Estep 
Score: -23015552.000000 Penalty: 6067.585938
	Iteration 107Q: 3 clusters Score -2.301555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 200155 members 
Entering Unmasked Estep 
Score: -23015558.000000 Penalty: 6067.585938
	Iteration 108Q: 3 clusters Score -2.301556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 200156 members 
Entering Unmasked Estep 
Score: -23015554.000000 Penalty: 6067.585938
	Iteration 109Q: 3 clusters Score -2.301555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 200158 members 
Entering Unmasked Estep 
Score: -23015544.000000 Penalty: 6067.585938
	Iteration 110Q: 3 clusters Score -2.301554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 200159 members 
Entering Unmasked Estep 
Score: -23015548.000000 Penalty: 6067.585938
	Iteration 111Q: 3 clusters Score -2.301555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 200160 members 
Entering Unmasked Estep 
Score: -23015536.000000 Penalty: 6067.585938
	Iteration 112Q: 3 clusters Score -2.301554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 200161 members 
Entering Unmasked Estep 
Score: -23015534.000000 Penalty: 6067.585938
	Iteration 113Q: 3 clusters Score -2.301553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 200161 members 
Entering Unmasked Estep 
Score: -23015534.000000 Penalty: 6067.585938
	Iteration 114F: 3 clusters Score -2.301553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5269 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 141734 members 
Mstep: Class 8 contains 250151 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39514 members 
Mstep: Class 13 contains 19807 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35924 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 205466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589560.000000 Penalty: 64059.687500
Iteration 319Q: 20 clusters Score -8.858956e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 38291 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 141804 members 
Mstep: Class 8 contains 250184 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 10485 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39517 members 
Mstep: Class 13 contains 19816 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35933 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3743 members 
Mstep: Class 20 contains 205310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589576.000000 Penalty: 64059.687500
Iteration 320F: 20 clusters Score -8.858958e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 38287 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 141898 members 
Mstep: Class 8 contains 250202 members 
Mstep: Class 9 contains 8300 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39517 members 
Mstep: Class 13 contains 19822 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35940 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 205157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589592.000000 Penalty: 64059.687500
Iteration 321Q: 20 clusters Score -8.858959e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 38285 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 141987 members 
Mstep: Class 8 contains 250202 members 
Mstep: Class 9 contains 8304 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39524 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35943 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3681 members 
Mstep: Class 20 contains 205024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589480.000000 Penalty: 64059.687500
Iteration 322Q: 20 clusters Score -8.858948e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5438 members 
Mstep: Class 4 contains 38282 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 142080 members 
Mstep: Class 8 contains 250208 members 
Mstep: Class 9 contains 8310 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39529 members 
Mstep: Class 13 contains 19844 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35943 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 204885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589368.000000 Penalty: 64059.687500
Iteration 323Q: 20 clusters Score -8.858937e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 38278 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 142167 members 
Mstep: Class 8 contains 250221 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39535 members 
Mstep: Class 13 contains 19852 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35947 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 204720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589344.000000 Penalty: 64059.687500
Iteration 324Q: 20 clusters Score -8.858934e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5565 members 
Mstep: Class 4 contains 38275 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 142272 members 
Mstep: Class 8 contains 250216 members 
Mstep: Class 9 contains 8314 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39537 members 
Mstep: Class 13 contains 19866 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35950 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 204552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589376.000000 Penalty: 64059.687500
Iteration 325Q: 20 clusters Score -8.858938e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5643 members 
Mstep: Class 4 contains 38270 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 142373 members 
Mstep: Class 8 contains 250229 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39542 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35948 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 204369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589376.000000 Penalty: 64059.687500
Iteration 326Q: 20 clusters Score -8.858938e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5739 members 
Mstep: Class 4 contains 38266 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 142447 members 
Mstep: Class 8 contains 250255 members 
Mstep: Class 9 contains 8323 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39540 members 
Mstep: Class 13 contains 19893 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35949 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 204169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589240.000000 Penalty: 64059.687500
Iteration 327Q: 20 clusters Score -8.858924e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 38272 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 142525 members 
Mstep: Class 8 contains 250273 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39548 members 
Mstep: Class 13 contains 19910 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35954 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 203958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589120.000000 Penalty: 64059.687500
Iteration 328Q: 20 clusters Score -8.858912e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 38275 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 142617 members 
Mstep: Class 8 contains 250276 members 
Mstep: Class 9 contains 8329 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39557 members 
Mstep: Class 13 contains 19928 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35959 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 203730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589104.000000 Penalty: 64059.687500
Iteration 329Q: 20 clusters Score -8.85891e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6021 members 
Mstep: Class 4 contains 38272 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 142705 members 
Mstep: Class 8 contains 250297 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39567 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35969 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 203499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588920.000000 Penalty: 64059.687500
Iteration 330Q: 20 clusters Score -8.858892e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6106 members 
Mstep: Class 4 contains 38269 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 142796 members 
Mstep: Class 8 contains 250298 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39578 members 
Mstep: Class 13 contains 19955 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35972 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 203298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588800.000000 Penalty: 64059.687500
Iteration 331Q: 20 clusters Score -8.85888e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6209 members 
Mstep: Class 4 contains 38266 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 142900 members 
Mstep: Class 8 contains 250306 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39583 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35971 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 203060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588872.000000 Penalty: 64059.687500
Iteration 332Q: 20 clusters Score -8.858887e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6316 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 143007 members 
Mstep: Class 8 contains 250288 members 
Mstep: Class 9 contains 8353 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39592 members 
Mstep: Class 13 contains 19980 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35972 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 202843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588896.000000 Penalty: 64059.687500
Iteration 333Q: 20 clusters Score -8.85889e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6428 members 
Mstep: Class 4 contains 38259 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 143111 members 
Mstep: Class 8 contains 250297 members 
Mstep: Class 9 contains 8362 members 
Mstep: Class 10 contains 10467 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39600 members 
Mstep: Class 13 contains 19990 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35980 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 202582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588816.000000 Penalty: 64059.687500
Iteration 334Q: 20 clusters Score -8.858882e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 38250 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 143200 members 
Mstep: Class 8 contains 250326 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35988 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 202303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588664.000000 Penalty: 64059.687500
Iteration 335Q: 20 clusters Score -8.858866e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 38250 members 
Mstep: Class 5 contains 7442 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 143308 members 
Mstep: Class 8 contains 250352 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39623 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 201991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588536.000000 Penalty: 64059.687500
Iteration 336Q: 20 clusters Score -8.858854e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6825 members 
Mstep: Class 4 contains 38248 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 143442 members 
Mstep: Class 8 contains 250390 members 
Mstep: Class 9 contains 8371 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 20023 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35997 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 201642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588608.000000 Penalty: 64059.687500
Iteration 337Q: 20 clusters Score -8.858861e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 38248 members 
Mstep: Class 5 contains 7437 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 143588 members 
Mstep: Class 8 contains 250428 members 
Mstep: Class 9 contains 8381 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39647 members 
Mstep: Class 13 contains 20032 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35996 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3358 members 
Mstep: Class 20 contains 201248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588616.000000 Penalty: 64059.687500
Iteration 338Q: 20 clusters Score -8.858862e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7151 members 
Mstep: Class 4 contains 38249 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 143753 members 
Mstep: Class 8 contains 250467 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39653 members 
Mstep: Class 13 contains 20047 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 200860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588640.000000 Penalty: 64059.687500
Iteration 339Q: 20 clusters Score -8.858864e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 38256 members 
Mstep: Class 5 contains 7426 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 143930 members 
Mstep: Class 8 contains 250491 members 
Mstep: Class 9 contains 8394 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39654 members 
Mstep: Class 13 contains 20070 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36004 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3339 members 
Mstep: Class 20 contains 200467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588600.000000 Penalty: 64059.687500
Iteration 340F: 20 clusters Score -8.85886e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7476 members 
Mstep: Class 4 contains 38255 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 144089 members 
Mstep: Class 8 contains 250505 members 
Mstep: Class 9 contains 8399 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39653 members 
Mstep: Class 13 contains 20093 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36006 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 200105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588672.000000 Penalty: 64059.687500
Iteration 341Q: 20 clusters Score -8.858867e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7650 members 
Mstep: Class 4 contains 38257 members 
Mstep: Class 5 contains 7417 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 144240 members 
Mstep: Class 8 contains 250525 members 
Mstep: Class 9 contains 8407 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39657 members 
Mstep: Class 13 contains 20123 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36013 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3325 members 
Mstep: Class 20 contains 199712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588720.000000 Penalty: 64059.687500
Iteration 342Q: 20 clusters Score -8.858872e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7806 members 
Mstep: Class 4 contains 38256 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 144388 members 
Mstep: Class 8 contains 250589 members 
Mstep: Class 9 contains 8410 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39664 members 
Mstep: Class 13 contains 20150 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36016 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 199294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588648.000000 Penalty: 64059.687500
Iteration 343Q: 20 clusters Score -8.858865e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 38254 members 
Mstep: Class 5 contains 7412 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 144517 members 
Mstep: Class 8 contains 250652 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39675 members 
Mstep: Class 13 contains 20181 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36017 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3313 members 
Mstep: Class 20 contains 198877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588712.000000 Penalty: 64059.687500
Iteration 344Q: 20 clusters Score -8.858871e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 38259 members 
Mstep: Class 5 contains 7408 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 144648 members 
Mstep: Class 8 contains 250709 members 
Mstep: Class 9 contains 8419 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39685 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36019 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 198482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588496.000000 Penalty: 64059.687500
Iteration 345Q: 20 clusters Score -8.85885e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 38258 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 144753 members 
Mstep: Class 8 contains 250791 members 
Mstep: Class 9 contains 8422 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39687 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36014 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 198101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588224.000000 Penalty: 64059.687500
Iteration 346Q: 20 clusters Score -8.858822e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 38252 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 144905 members 
Mstep: Class 8 contains 250874 members 
Mstep: Class 9 contains 8424 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39692 members 
Mstep: Class 13 contains 20253 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36013 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 197694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588328.000000 Penalty: 64059.687500
Iteration 347Q: 20 clusters Score -8.858833e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 8538 members 
Mstep: Class 4 contains 38255 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 145097 members 
Mstep: Class 8 contains 250918 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 10 contains 10467 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39699 members 
Mstep: Class 13 contains 20274 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 36005 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 197312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588296.000000 Penalty: 64059.687500
Iteration 348Q: 20 clusters Score -8.85883e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 145333 members 
Mstep: Class 8 contains 250951 members 
Mstep: Class 9 contains 8439 members 
Mstep: Class 10 contains 10465 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39703 members 
Mstep: Class 13 contains 20303 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35991 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 196888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588312.000000 Penalty: 64059.687500
Iteration 349Q: 20 clusters Score -8.858831e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 145576 members 
Mstep: Class 8 contains 250994 members 
Mstep: Class 9 contains 8456 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39698 members 
Mstep: Class 13 contains 20333 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35975 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 196425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588200.000000 Penalty: 64059.687500
Iteration 350Q: 20 clusters Score -8.85882e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 8938 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 145849 members 
Mstep: Class 8 contains 251025 members 
Mstep: Class 9 contains 8458 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39693 members 
Mstep: Class 13 contains 20357 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35972 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 195973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588096.000000 Penalty: 64059.687500
Iteration 351Q: 20 clusters Score -8.85881e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 38255 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 146100 members 
Mstep: Class 8 contains 251070 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 10453 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39692 members 
Mstep: Class 13 contains 20382 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35963 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 19 contains 3211 members 
Mstep: Class 20 contains 195537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588152.000000 Penalty: 64059.687500
Iteration 352Q: 20 clusters Score -8.858815e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 9210 members 
Mstep: Class 4 contains 38253 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 146346 members 
Mstep: Class 8 contains 251170 members 
Mstep: Class 9 contains 8456 members 
Mstep: Class 10 contains 10448 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39692 members 
Mstep: Class 13 contains 20401 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35937 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 195057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587864.000000 Penalty: 64059.687500
Iteration 353Q: 20 clusters Score -8.858786e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 9380 members 
Mstep: Class 4 contains 38254 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 146582 members 
Mstep: Class 8 contains 251227 members 
Mstep: Class 9 contains 8457 members 
Mstep: Class 10 contains 10450 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39693 members 
Mstep: Class 13 contains 20419 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35924 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 19 contains 3187 members 
Mstep: Class 20 contains 194569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587640.000000 Penalty: 64059.687500
Iteration 354Q: 20 clusters Score -8.858764e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 38267 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 146824 members 
Mstep: Class 8 contains 251263 members 
Mstep: Class 9 contains 8470 members 
Mstep: Class 10 contains 10450 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39708 members 
Mstep: Class 13 contains 20445 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35913 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 194043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587600.000000 Penalty: 64059.687500
Iteration 355Q: 20 clusters Score -8.85876e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 7393 members 
Mstep: Class 6 contains 6466 members 
Mstep: Class 7 contains 147070 members 
Mstep: Class 8 contains 251300 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39722 members 
Mstep: Class 13 contains 20479 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35904 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 193489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587480.000000 Penalty: 64059.687500
Iteration 356Q: 20 clusters Score -8.858748e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 9982 members 
Mstep: Class 4 contains 38261 members 
Mstep: Class 5 contains 7391 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 147319 members 
Mstep: Class 8 contains 251309 members 
Mstep: Class 9 contains 8504 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39739 members 
Mstep: Class 13 contains 20509 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35912 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 19 contains 3147 members 
Mstep: Class 20 contains 192927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587392.000000 Penalty: 64059.687500
Iteration 357Q: 20 clusters Score -8.858739e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 4 contains 38249 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 7 contains 147519 members 
Mstep: Class 8 contains 251359 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39755 members 
Mstep: Class 13 contains 20538 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35918 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 192351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587624.000000 Penalty: 64059.687500
Iteration 358Q: 20 clusters Score -8.858762e+07 nChanged 1152
Entering ConstructFrom: 
Score: -88587624.000000 Penalty: 64059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (26157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Entering Unmasked Estep 
Score: -2959736.750000 Penalty: 2522.624268
	Iteration 0F: 2 clusters Score -2959737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2941655.250000 Penalty: 5045.248535
	Iteration 0F: 3 clusters Score -2941655 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2947925.250000 Penalty: 5045.248535
	Iteration 1F: 3 clusters Score -2947925 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2948363.000000 Penalty: 5045.248535
	Iteration 2F: 3 clusters Score -2948363 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2948738.750000 Penalty: 5045.248535
	Iteration 3Q: 3 clusters Score -2948739 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2949160.250000 Penalty: 5045.248535
	Iteration 4Q: 3 clusters Score -2949160 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2949641.000000 Penalty: 5045.248535
	Iteration 5Q: 3 clusters Score -2949641 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2950203.250000 Penalty: 5045.248535
	Iteration 6Q: 3 clusters Score -2950203 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2951003.750000 Penalty: 5045.248535
	Iteration 7F: 3 clusters Score -2951004 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2951986.000000 Penalty: 5045.248535
	Iteration 8F: 3 clusters Score -2951986 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2953290.750000 Penalty: 5045.248535
	Iteration 9F: 3 clusters Score -2953291 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2954916.750000 Penalty: 5045.248535
	Iteration 10F: 3 clusters Score -2954917 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2956221.250000 Penalty: 5045.248535
	Iteration 11F: 3 clusters Score -2956221 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2956971.750000 Penalty: 5045.248535
	Iteration 12Q: 3 clusters Score -2956972 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2957378.250000 Penalty: 5045.248535
	Iteration 13Q: 3 clusters Score -2957378 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2957614.000000 Penalty: 5045.248535
	Iteration 14Q: 3 clusters Score -2957614 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2957788.250000 Penalty: 5045.248535
	Iteration 15Q: 3 clusters Score -2957788 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2957916.000000 Penalty: 5045.248535
	Iteration 16Q: 3 clusters Score -2957916 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2957990.750000 Penalty: 5045.248535
	Iteration 17Q: 3 clusters Score -2957991 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2958058.750000 Penalty: 5045.248535
	Iteration 18Q: 3 clusters Score -2958059 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2958120.000000 Penalty: 5045.248535
	Iteration 19Q: 3 clusters Score -2958120 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2958174.750000 Penalty: 5045.248535
	Iteration 20F: 3 clusters Score -2958175 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2958214.000000 Penalty: 5045.248535
	Iteration 21Q: 3 clusters Score -2958214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2958231.750000 Penalty: 5045.248535
	Iteration 22Q: 3 clusters Score -2958232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2958269.000000 Penalty: 5045.248535
	Iteration 23Q: 3 clusters Score -2958269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2958287.000000 Penalty: 5045.248535
	Iteration 24Q: 3 clusters Score -2958287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2958299.500000 Penalty: 5045.248535
	Iteration 25Q: 3 clusters Score -2958300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2958321.250000 Penalty: 5045.248535
	Iteration 26Q: 3 clusters Score -2958321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2958350.000000 Penalty: 5045.248535
	Iteration 27Q: 3 clusters Score -2958350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2958358.000000 Penalty: 5045.248535
	Iteration 28Q: 3 clusters Score -2958358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2958380.750000 Penalty: 5045.248535
	Iteration 29Q: 3 clusters Score -2958381 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2958377.250000 Penalty: 5045.248535
	Iteration 30Q: 3 clusters Score -2958377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2958387.000000 Penalty: 5045.248535
	Iteration 31Q: 3 clusters Score -2958387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2958407.750000 Penalty: 5045.248535
	Iteration 32Q: 3 clusters Score -2958408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2958426.750000 Penalty: 5045.248535
	Iteration 33Q: 3 clusters Score -2958427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2958432.750000 Penalty: 5045.248535
	Iteration 34Q: 3 clusters Score -2958433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2958450.750000 Penalty: 5045.248535
	Iteration 35Q: 3 clusters Score -2958451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2958464.000000 Penalty: 5045.248535
	Iteration 36Q: 3 clusters Score -2958464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2958477.500000 Penalty: 5045.248535
	Iteration 37Q: 3 clusters Score -2958478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2958481.750000 Penalty: 5045.248535
	Iteration 38Q: 3 clusters Score -2958482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2958482.750000 Penalty: 5045.248535
	Iteration 39Q: 3 clusters Score -2958483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2958504.500000 Penalty: 5045.248535
	Iteration 40F: 3 clusters Score -2958504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2958512.250000 Penalty: 5045.248535
	Iteration 41Q: 3 clusters Score -2958512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2958520.000000 Penalty: 5045.248535
	Iteration 42Q: 3 clusters Score -2958520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2958522.250000 Penalty: 5045.248535
	Iteration 43Q: 3 clusters Score -2958522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2958529.750000 Penalty: 5045.248535
	Iteration 44Q: 3 clusters Score -2958530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2958537.750000 Penalty: 5045.248535
	Iteration 45Q: 3 clusters Score -2958538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2958538.000000 Penalty: 5045.248535
	Iteration 46Q: 3 clusters Score -2958538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2958534.500000 Penalty: 5045.248535
	Iteration 47Q: 3 clusters Score -2958534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2958536.750000 Penalty: 5045.248535
	Iteration 48Q: 3 clusters Score -2958537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2958538.000000 Penalty: 5045.248535
	Iteration 49Q: 3 clusters Score -2958538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2958545.000000 Penalty: 5045.248535
	Iteration 50Q: 3 clusters Score -2958545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2958551.750000 Penalty: 5045.248535
	Iteration 51Q: 3 clusters Score -2958552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2958558.000000 Penalty: 5045.248535
	Iteration 52Q: 3 clusters Score -2958558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2958549.500000 Penalty: 5045.248535
	Iteration 53Q: 3 clusters Score -2958550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2958554.000000 Penalty: 5045.248535
	Iteration 54Q: 3 clusters Score -2958554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2958558.500000 Penalty: 5045.248535
	Iteration 55Q: 3 clusters Score -2958558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2958561.250000 Penalty: 5045.248535
	Iteration 56Q: 3 clusters Score -2958561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2958567.000000 Penalty: 5045.248535
	Iteration 57Q: 3 clusters Score -2958567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2958566.500000 Penalty: 5045.248535
	Iteration 58Q: 3 clusters Score -2958566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2958566.750000 Penalty: 5045.248535
	Iteration 59Q: 3 clusters Score -2958567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2958566.750000 Penalty: 5045.248535
	Iteration 60F: 3 clusters Score -2958567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -89841.507812 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -89841.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88017.625000 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -88017.62 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88270.054688 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -88270.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88371.890625 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -88371.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88414.359375 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -88414.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88434.312500 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -88434.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88459.945312 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -88459.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88476.421875 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -88476.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88490.773438 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -88490.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88500.679688 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -88500.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88516.523438 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -88516.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88539.492188 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -88539.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88576.429688 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -88576.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88679.867188 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -88679.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88890.351562 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -88890.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89061.414062 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -89061.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89111.578125 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -89111.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89141.242188 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -89141.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89176.734375 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -89176.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89208.359375 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -89208.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89241.437500 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -89241.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -89269.398438 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -89269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -89307.265625 Penalty: 3346.802979
	Iteration 21Q: 3 clusters Score -89307.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -89330.132812 Penalty: 3346.802979
	Iteration 22Q: 3 clusters Score -89330.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -89356.585938 Penalty: 3346.802979
	Iteration 23Q: 3 clusters Score -89356.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -89376.218750 Penalty: 3346.802979
	Iteration 24Q: 3 clusters Score -89376.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -89410.820312 Penalty: 3346.802979
	Iteration 25Q: 3 clusters Score -89410.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -89442.718750 Penalty: 3346.802979
	Iteration 26Q: 3 clusters Score -89442.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -89471.078125 Penalty: 3346.802979
	Iteration 27Q: 3 clusters Score -89471.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -89473.390625 Penalty: 3346.802979
	Iteration 28Q: 3 clusters Score -89473.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -89473.390625 Penalty: 3346.802979
	Iteration 29F: 3 clusters Score -89473.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -1207499.625000 Penalty: 2296.217041
	Iteration 0F: 2 clusters Score -1207500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1199515.000000 Penalty: 4592.434082
	Iteration 0F: 3 clusters Score -1199515 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1201808.875000 Penalty: 4592.434082
	Iteration 1F: 3 clusters Score -1201809 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1202114.500000 Penalty: 4592.434082
	Iteration 2F: 3 clusters Score -1202114 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1202353.125000 Penalty: 4592.434082
	Iteration 3F: 3 clusters Score -1202353 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1202546.375000 Penalty: 4592.434082
	Iteration 4Q: 3 clusters Score -1202546 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1202765.625000 Penalty: 4592.434082
	Iteration 5Q: 3 clusters Score -1202766 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1203031.500000 Penalty: 4592.434082
	Iteration 6Q: 3 clusters Score -1203032 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1203381.250000 Penalty: 4592.434082
	Iteration 7Q: 3 clusters Score -1203381 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1203802.375000 Penalty: 4592.434082
	Iteration 8F: 3 clusters Score -1203802 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1204272.750000 Penalty: 4592.434082
	Iteration 9F: 3 clusters Score -1204273 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1204689.875000 Penalty: 4592.434082
	Iteration 10Q: 3 clusters Score -1204690 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1205025.750000 Penalty: 4592.434082
	Iteration 11Q: 3 clusters Score -1205026 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1205234.500000 Penalty: 4592.434082
	Iteration 12Q: 3 clusters Score -1205234 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1205378.250000 Penalty: 4592.434082
	Iteration 13Q: 3 clusters Score -1205378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1205481.500000 Penalty: 4592.434082
	Iteration 14Q: 3 clusters Score -1205482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1205542.625000 Penalty: 4592.434082
	Iteration 15Q: 3 clusters Score -1205543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1205581.250000 Penalty: 4592.434082
	Iteration 16Q: 3 clusters Score -1205581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1205601.375000 Penalty: 4592.434082
	Iteration 17Q: 3 clusters Score -1205601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1205618.000000 Penalty: 4592.434082
	Iteration 18Q: 3 clusters Score -1205618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1205632.375000 Penalty: 4592.434082
	Iteration 19Q: 3 clusters Score -1205632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1205636.500000 Penalty: 4592.434082
	Iteration 20F: 3 clusters Score -1205636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1205644.875000 Penalty: 4592.434082
	Iteration 21Q: 3 clusters Score -1205645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1205649.000000 Penalty: 4592.434082
	Iteration 22Q: 3 clusters Score -1205649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1205654.625000 Penalty: 4592.434082
	Iteration 23Q: 3 clusters Score -1205655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1205656.625000 Penalty: 4592.434082
	Iteration 24Q: 3 clusters Score -1205657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1205665.625000 Penalty: 4592.434082
	Iteration 25Q: 3 clusters Score -1205666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1205666.875000 Penalty: 4592.434082
	Iteration 26Q: 3 clusters Score -1205667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1205670.750000 Penalty: 4592.434082
	Iteration 27Q: 3 clusters Score -1205671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1205671.625000 Penalty: 4592.434082
	Iteration 28Q: 3 clusters Score -1205672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1205671.625000 Penalty: 4592.434082
	Iteration 29F: 3 clusters Score -1205672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Entering Unmasked Estep 
Score: -4230593.000000 Penalty: 2616.864258
	Iteration 0F: 2 clusters Score -4230593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4204630.000000 Penalty: 5233.728516
	Iteration 0F: 3 clusters Score -4204630 nChanged 17413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -4214146.000000 Penalty: 5233.728516
	Iteration 1F: 3 clusters Score -4214146 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4214637.000000 Penalty: 5233.728516
	Iteration 2Q: 3 clusters Score -4214637 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4215175.000000 Penalty: 5233.728516
	Iteration 3Q: 3 clusters Score -4215175 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4215786.500000 Penalty: 5233.728516
	Iteration 4Q: 3 clusters Score -4215786 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4216710.000000 Penalty: 5233.728516
	Iteration 5Q: 3 clusters Score -4216710 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4218144.500000 Penalty: 5233.728516
	Iteration 6F: 3 clusters Score -4218144 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4220235.500000 Penalty: 5233.728516
	Iteration 7F: 3 clusters Score -4220236 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4222806.500000 Penalty: 5233.728516
	Iteration 8F: 3 clusters Score -4222806 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4225202.000000 Penalty: 5233.728516
	Iteration 9F: 3 clusters Score -4225202 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4226783.500000 Penalty: 5233.728516
	Iteration 10Q: 3 clusters Score -4226784 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4227617.000000 Penalty: 5233.728516
	Iteration 11Q: 3 clusters Score -4227617 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4227971.500000 Penalty: 5233.728516
	Iteration 12Q: 3 clusters Score -4227972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4228144.000000 Penalty: 5233.728516
	Iteration 13Q: 3 clusters Score -4228144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4228215.500000 Penalty: 5233.728516
	Iteration 14Q: 3 clusters Score -4228216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4228236.500000 Penalty: 5233.728516
	Iteration 15Q: 3 clusters Score -4228236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -4228257.500000 Penalty: 5233.728516
	Iteration 16Q: 3 clusters Score -4228258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -4228272.500000 Penalty: 5233.728516
	Iteration 17Q: 3 clusters Score -4228272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4228283.500000 Penalty: 5233.728516
	Iteration 18Q: 3 clusters Score -4228284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -4228289.000000 Penalty: 5233.728516
	Iteration 19Q: 3 clusters Score -4228289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4228293.500000 Penalty: 5233.728516
	Iteration 20F: 3 clusters Score -4228294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4228297.000000 Penalty: 5233.728516
	Iteration 21Q: 3 clusters Score -4228297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4228301.000000 Penalty: 5233.728516
	Iteration 22Q: 3 clusters Score -4228301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4228301.000000 Penalty: 5233.728516
	Iteration 23F: 3 clusters Score -4228301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Entering Unmasked Estep 
Score: -796151.562500 Penalty: 2208.987305
	Iteration 0F: 2 clusters Score -796151.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -790196.937500 Penalty: 4417.974609
	Iteration 0F: 3 clusters Score -790196.9 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -791799.750000 Penalty: 4417.974609
	Iteration 1F: 3 clusters Score -791799.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -792044.062500 Penalty: 4417.974609
	Iteration 2F: 3 clusters Score -792044.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -792238.312500 Penalty: 4417.974609
	Iteration 3Q: 3 clusters Score -792238.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -792411.937500 Penalty: 4417.974609
	Iteration 4Q: 3 clusters Score -792411.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -792675.562500 Penalty: 4417.974609
	Iteration 5Q: 3 clusters Score -792675.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -792988.062500 Penalty: 4417.974609
	Iteration 6Q: 3 clusters Score -792988.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -793295.562500 Penalty: 4417.974609
	Iteration 7F: 3 clusters Score -793295.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -793630.125000 Penalty: 4417.974609
	Iteration 8F: 3 clusters Score -793630.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -793953.125000 Penalty: 4417.974609
	Iteration 9F: 3 clusters Score -793953.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -794298.250000 Penalty: 4417.974609
	Iteration 10F: 3 clusters Score -794298.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -794567.437500 Penalty: 4417.974609
	Iteration 11F: 3 clusters Score -794567.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -794784.000000 Penalty: 4417.974609
	Iteration 12Q: 3 clusters Score -794784 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -794933.937500 Penalty: 4417.974609
	Iteration 13Q: 3 clusters Score -794933.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -795014.375000 Penalty: 4417.974609
	Iteration 14Q: 3 clusters Score -795014.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -795061.937500 Penalty: 4417.974609
	Iteration 15Q: 3 clusters Score -795061.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -795095.000000 Penalty: 4417.974609
	Iteration 16Q: 3 clusters Score -795095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -795117.812500 Penalty: 4417.974609
	Iteration 17Q: 3 clusters Score -795117.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -795128.437500 Penalty: 4417.974609
	Iteration 18Q: 3 clusters Score -795128.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -795141.375000 Penalty: 4417.974609
	Iteration 19Q: 3 clusters Score -795141.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -795151.437500 Penalty: 4417.974609
	Iteration 20F: 3 clusters Score -795151.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -795156.562500 Penalty: 4417.974609
	Iteration 21Q: 3 clusters Score -795156.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -795159.187500 Penalty: 4417.974609
	Iteration 22Q: 3 clusters Score -795159.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -795165.812500 Penalty: 4417.974609
	Iteration 23Q: 3 clusters Score -795165.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -795167.250000 Penalty: 4417.974609
	Iteration 24Q: 3 clusters Score -795167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -795169.187500 Penalty: 4417.974609
	Iteration 25Q: 3 clusters Score -795169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -795168.625000 Penalty: 4417.974609
	Iteration 26Q: 3 clusters Score -795168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -795169.250000 Penalty: 4417.974609
	Iteration 27Q: 3 clusters Score -795169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -795170.312500 Penalty: 4417.974609
	Iteration 28Q: 3 clusters Score -795170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -795172.375000 Penalty: 4417.974609
	Iteration 29Q: 3 clusters Score -795172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -795173.250000 Penalty: 4417.974609
	Iteration 30Q: 3 clusters Score -795173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -795174.937500 Penalty: 4417.974609
	Iteration 31Q: 3 clusters Score -795174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -795175.750000 Penalty: 4417.974609
	Iteration 32Q: 3 clusters Score -795175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -795174.062500 Penalty: 4417.974609
	Iteration 33Q: 3 clusters Score -795174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -795175.000000 Penalty: 4417.974609
	Iteration 34Q: 3 clusters Score -795175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -795175.000000 Penalty: 4417.974609
	Iteration 35F: 3 clusters Score -795175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -668011.062500 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -668011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -662604.375000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -662604.4 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -664078.375000 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -664078.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -664425.437500 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -664425.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -664673.000000 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -664673 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -664852.562500 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -664852.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -665014.750000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -665014.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -665144.500000 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -665144.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -665260.125000 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -665260.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -665344.125000 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -665344.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -665400.000000 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -665400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -665444.500000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -665444.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -665479.062500 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -665479.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -665514.000000 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -665514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -665543.937500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -665543.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -665572.000000 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -665572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -665597.375000 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -665597.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -665616.625000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -665616.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -665632.875000 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -665632.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -665652.687500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -665652.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -665667.375000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -665667.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -665690.625000 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -665690.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -665708.812500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -665708.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -665723.937500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -665723.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -665741.625000 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -665741.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -665757.375000 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -665757.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -665770.500000 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -665770.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -665789.250000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -665789.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -665812.750000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -665812.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -665832.437500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -665832.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -665855.062500 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -665855.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -665878.500000 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -665878.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -665904.687500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -665904.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -665925.562500 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -665925.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -665949.625000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -665949.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -665976.250000 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -665976.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -666009.000000 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -666009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -666050.812500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -666050.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -666094.875000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -666094.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -666133.375000 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -666133.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -666167.437500 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -666167.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -666201.687500 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -666201.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -666238.875000 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -666238.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -666272.500000 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -666272.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -666295.625000 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -666295.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -666321.687500 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -666321.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -666345.625000 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -666345.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -666369.500000 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -666369.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -666394.250000 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -666394.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -666419.687500 Penalty: 4352.289062
	Iteration 48Q: 3 clusters Score -666419.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -666439.187500 Penalty: 4352.289062
	Iteration 49Q: 3 clusters Score -666439.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -666458.375000 Penalty: 4352.289062
	Iteration 50Q: 3 clusters Score -666458.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -666472.625000 Penalty: 4352.289062
	Iteration 51Q: 3 clusters Score -666472.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -666484.312500 Penalty: 4352.289062
	Iteration 52Q: 3 clusters Score -666484.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -666492.000000 Penalty: 4352.289062
	Iteration 53Q: 3 clusters Score -666492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -666499.250000 Penalty: 4352.289062
	Iteration 54Q: 3 clusters Score -666499.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -666505.000000 Penalty: 4352.289062
	Iteration 55Q: 3 clusters Score -666505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -666509.562500 Penalty: 4352.289062
	Iteration 56Q: 3 clusters Score -666509.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -666517.875000 Penalty: 4352.289062
	Iteration 57Q: 3 clusters Score -666517.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -666523.500000 Penalty: 4352.289062
	Iteration 58Q: 3 clusters Score -666523.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -666527.687500 Penalty: 4352.289062
	Iteration 59Q: 3 clusters Score -666527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -666529.562500 Penalty: 4352.289062
	Iteration 60F: 3 clusters Score -666529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -666535.312500 Penalty: 4352.289062
	Iteration 61Q: 3 clusters Score -666535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -666538.625000 Penalty: 4352.289062
	Iteration 62Q: 3 clusters Score -666538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -666541.937500 Penalty: 4352.289062
	Iteration 63Q: 3 clusters Score -666541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -666544.812500 Penalty: 4352.289062
	Iteration 64Q: 3 clusters Score -666544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -666550.250000 Penalty: 4352.289062
	Iteration 65Q: 3 clusters Score -666550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -666553.937500 Penalty: 4352.289062
	Iteration 66Q: 3 clusters Score -666553.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -666557.312500 Penalty: 4352.289062
	Iteration 67Q: 3 clusters Score -666557.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -666561.187500 Penalty: 4352.289062
	Iteration 68Q: 3 clusters Score -666561.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -666569.062500 Penalty: 4352.289062
	Iteration 69Q: 3 clusters Score -666569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -666582.375000 Penalty: 4352.289062
	Iteration 70Q: 3 clusters Score -666582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -666591.625000 Penalty: 4352.289062
	Iteration 71Q: 3 clusters Score -666591.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -666600.687500 Penalty: 4352.289062
	Iteration 72Q: 3 clusters Score -666600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -666605.625000 Penalty: 4352.289062
	Iteration 73Q: 3 clusters Score -666605.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -666611.750000 Penalty: 4352.289062
	Iteration 74Q: 3 clusters Score -666611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -666616.937500 Penalty: 4352.289062
	Iteration 75Q: 3 clusters Score -666616.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -666619.437500 Penalty: 4352.289062
	Iteration 76Q: 3 clusters Score -666619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -666623.125000 Penalty: 4352.289062
	Iteration 77Q: 3 clusters Score -666623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -666624.687500 Penalty: 4352.289062
	Iteration 78Q: 3 clusters Score -666624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -666627.687500 Penalty: 4352.289062
	Iteration 79Q: 3 clusters Score -666627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -666627.062500 Penalty: 4352.289062
	Iteration 80F: 3 clusters Score -666627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -666628.937500 Penalty: 4352.289062
	Iteration 81Q: 3 clusters Score -666628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -666629.937500 Penalty: 4352.289062
	Iteration 82Q: 3 clusters Score -666629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -666631.937500 Penalty: 4352.289062
	Iteration 83Q: 3 clusters Score -666631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -666633.812500 Penalty: 4352.289062
	Iteration 84Q: 3 clusters Score -666633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -666633.812500 Penalty: 4352.289062
	Iteration 85F: 3 clusters Score -666633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Entering Unmasked Estep 
Score: -16625902.000000 Penalty: 2951.977295
	Iteration 0F: 2 clusters Score -1.66259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -16527557.000000 Penalty: 5903.954590
	Iteration 0F: 3 clusters Score -1.652756e+07 nChanged 70707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -16568335.000000 Penalty: 5903.954590
	Iteration 1F: 3 clusters Score -1.656834e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -16569311.000000 Penalty: 5903.954590
	Iteration 2Q: 3 clusters Score -1.656931e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -16570394.000000 Penalty: 5903.954590
	Iteration 3Q: 3 clusters Score -1.657039e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -16571805.000000 Penalty: 5903.954590
	Iteration 4Q: 3 clusters Score -1.65718e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -16573648.000000 Penalty: 5903.954590
	Iteration 5Q: 3 clusters Score -1.657365e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -16576794.000000 Penalty: 5903.954590
	Iteration 6Q: 3 clusters Score -1.657679e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -16582095.000000 Penalty: 5903.954590
	Iteration 7F: 3 clusters Score -1.65821e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -16590169.000000 Penalty: 5903.954590
	Iteration 8F: 3 clusters Score -1.659017e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -16600788.000000 Penalty: 5903.954590
	Iteration 9F: 3 clusters Score -1.660079e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134736 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -16611235.000000 Penalty: 5903.954590
	Iteration 10F: 3 clusters Score -1.661124e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -16618191.000000 Penalty: 5903.954590
	Iteration 11Q: 3 clusters Score -1.661819e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -16621438.000000 Penalty: 5903.954590
	Iteration 12Q: 3 clusters Score -1.662144e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16622579.000000 Penalty: 5903.954590
	Iteration 13Q: 3 clusters Score -1.662258e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147284 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16622940.000000 Penalty: 5903.954590
	Iteration 14Q: 3 clusters Score -1.662294e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16623094.000000 Penalty: 5903.954590
	Iteration 15Q: 3 clusters Score -1.662309e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16623158.000000 Penalty: 5903.954590
	Iteration 16Q: 3 clusters Score -1.662316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147459 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16623173.000000 Penalty: 5903.954590
	Iteration 17Q: 3 clusters Score -1.662317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16623192.000000 Penalty: 5903.954590
	Iteration 18Q: 3 clusters Score -1.662319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16623230.000000 Penalty: 5903.954590
	Iteration 19Q: 3 clusters Score -1.662323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16623251.000000 Penalty: 5903.954590
	Iteration 20F: 3 clusters Score -1.662325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147473 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16623262.000000 Penalty: 5903.954590
	Iteration 21Q: 3 clusters Score -1.662326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147476 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16623254.000000 Penalty: 5903.954590
	Iteration 22Q: 3 clusters Score -1.662325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147476 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16623266.000000 Penalty: 5903.954590
	Iteration 23Q: 3 clusters Score -1.662327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147479 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16623259.000000 Penalty: 5903.954590
	Iteration 24Q: 3 clusters Score -1.662326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16623259.000000 Penalty: 5903.954590
	Iteration 25Q: 3 clusters Score -1.662326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147479 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16623257.000000 Penalty: 5903.954590
	Iteration 26Q: 3 clusters Score -1.662326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16623263.000000 Penalty: 5903.954590
	Iteration 27Q: 3 clusters Score -1.662326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147479 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16623275.000000 Penalty: 5903.954590
	Iteration 28Q: 3 clusters Score -1.662328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147480 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16623271.000000 Penalty: 5903.954590
	Iteration 29Q: 3 clusters Score -1.662327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16623280.000000 Penalty: 5903.954590
	Iteration 30Q: 3 clusters Score -1.662328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147482 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16623266.000000 Penalty: 5903.954590
	Iteration 31Q: 3 clusters Score -1.662327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16623270.000000 Penalty: 5903.954590
	Iteration 32Q: 3 clusters Score -1.662327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16623274.000000 Penalty: 5903.954590
	Iteration 33Q: 3 clusters Score -1.662327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147487 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16623278.000000 Penalty: 5903.954590
	Iteration 34Q: 3 clusters Score -1.662328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16623274.000000 Penalty: 5903.954590
	Iteration 35Q: 3 clusters Score -1.662327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16623274.000000 Penalty: 5903.954590
	Iteration 36F: 3 clusters Score -1.662327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (251404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251404 members 
Entering Unmasked Estep 
Score: -28318610.000000 Penalty: 3083.834473
	Iteration 0F: 2 clusters Score -2.831861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125514 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -28162240.000000 Penalty: 6167.668945
	Iteration 0F: 3 clusters Score -2.816224e+07 nChanged 121420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -28234044.000000 Penalty: 6167.668945
	Iteration 1F: 3 clusters Score -2.823404e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119645 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -28235568.000000 Penalty: 6167.668945
	Iteration 2Q: 3 clusters Score -2.823557e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116622 members 
Mstep: Class 2 contains 134782 members 
Entering Unmasked Estep 
Score: -28237278.000000 Penalty: 6167.668945
	Iteration 3Q: 3 clusters Score -2.823728e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -28239896.000000 Penalty: 6167.668945
	Iteration 4Q: 3 clusters Score -2.82399e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 145470 members 
Entering Unmasked Estep 
Score: -28243624.000000 Penalty: 6167.668945
	Iteration 5Q: 3 clusters Score -2.824362e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 154282 members 
Entering Unmasked Estep 
Score: -28249598.000000 Penalty: 6167.668945
	Iteration 6Q: 3 clusters Score -2.82496e+07 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 165786 members 
Entering Unmasked Estep 
Score: -28258624.000000 Penalty: 6167.668945
	Iteration 7F: 3 clusters Score -2.825862e+07 nChanged 15692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -28270790.000000 Penalty: 6167.668945
	Iteration 8F: 3 clusters Score -2.827079e+07 nChanged 15369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 191085 members 
Entering Unmasked Estep 
Score: -28283406.000000 Penalty: 6167.668945
	Iteration 9F: 3 clusters Score -2.828341e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 200537 members 
Entering Unmasked Estep 
Score: -28292954.000000 Penalty: 6167.668945
	Iteration 10F: 3 clusters Score -2.829295e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 207449 members 
Entering Unmasked Estep 
Score: -28298662.000000 Penalty: 6167.668945
	Iteration 11Q: 3 clusters Score -2.829866e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 212792 members 
Entering Unmasked Estep 
Score: -28302306.000000 Penalty: 6167.668945
	Iteration 12Q: 3 clusters Score -2.830231e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 217623 members 
Entering Unmasked Estep 
Score: -28305052.000000 Penalty: 6167.668945
	Iteration 13Q: 3 clusters Score -2.830505e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 222037 members 
Entering Unmasked Estep 
Score: -28307202.000000 Penalty: 6167.668945
	Iteration 14Q: 3 clusters Score -2.83072e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 226105 members 
Entering Unmasked Estep 
Score: -28308570.000000 Penalty: 6167.668945
	Iteration 15Q: 3 clusters Score -2.830857e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 229586 members 
Entering Unmasked Estep 
Score: -28309490.000000 Penalty: 6167.668945
	Iteration 16Q: 3 clusters Score -2.830949e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 232575 members 
Entering Unmasked Estep 
Score: -28310088.000000 Penalty: 6167.668945
	Iteration 17Q: 3 clusters Score -2.831009e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 235080 members 
Entering Unmasked Estep 
Score: -28310634.000000 Penalty: 6167.668945
	Iteration 18Q: 3 clusters Score -2.831063e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 237252 members 
Entering Unmasked Estep 
Score: -28311196.000000 Penalty: 6167.668945
	Iteration 19Q: 3 clusters Score -2.83112e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 239134 members 
Entering Unmasked Estep 
Score: -28311614.000000 Penalty: 6167.668945
	Iteration 20F: 3 clusters Score -2.831161e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 240773 members 
Entering Unmasked Estep 
Score: -28312196.000000 Penalty: 6167.668945
	Iteration 21Q: 3 clusters Score -2.83122e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 242173 members 
Entering Unmasked Estep 
Score: -28312752.000000 Penalty: 6167.668945
	Iteration 22Q: 3 clusters Score -2.831275e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 243387 members 
Entering Unmasked Estep 
Score: -28313096.000000 Penalty: 6167.668945
	Iteration 23Q: 3 clusters Score -2.83131e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 244394 members 
Entering Unmasked Estep 
Score: -28313428.000000 Penalty: 6167.668945
	Iteration 24Q: 3 clusters Score -2.831343e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 245257 members 
Entering Unmasked Estep 
Score: -28313660.000000 Penalty: 6167.668945
	Iteration 25Q: 3 clusters Score -2.831366e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 245987 members 
Entering Unmasked Estep 
Score: -28313920.000000 Penalty: 6167.668945
	Iteration 26Q: 3 clusters Score -2.831392e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 246643 members 
Entering Unmasked Estep 
Score: -28314208.000000 Penalty: 6167.668945
	Iteration 27Q: 3 clusters Score -2.831421e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 247180 members 
Entering Unmasked Estep 
Score: -28314416.000000 Penalty: 6167.668945
	Iteration 28Q: 3 clusters Score -2.831442e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 247646 members 
Entering Unmasked Estep 
Score: -28314654.000000 Penalty: 6167.668945
	Iteration 29Q: 3 clusters Score -2.831465e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 248054 members 
Entering Unmasked Estep 
Score: -28314908.000000 Penalty: 6167.668945
	Iteration 30Q: 3 clusters Score -2.831491e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 248406 members 
Entering Unmasked Estep 
Score: -28314966.000000 Penalty: 6167.668945
	Iteration 31Q: 3 clusters Score -2.831497e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 248677 members 
Entering Unmasked Estep 
Score: -28314970.000000 Penalty: 6167.668945
	Iteration 32Q: 3 clusters Score -2.831497e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 248902 members 
Entering Unmasked Estep 
Score: -28315148.000000 Penalty: 6167.668945
	Iteration 33Q: 3 clusters Score -2.831515e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 249078 members 
Entering Unmasked Estep 
Score: -28315202.000000 Penalty: 6167.668945
	Iteration 34Q: 3 clusters Score -2.83152e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 249228 members 
Entering Unmasked Estep 
Score: -28315284.000000 Penalty: 6167.668945
	Iteration 35Q: 3 clusters Score -2.831528e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 249329 members 
Entering Unmasked Estep 
Score: -28315322.000000 Penalty: 6167.668945
	Iteration 36Q: 3 clusters Score -2.831532e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 249414 members 
Entering Unmasked Estep 
Score: -28315344.000000 Penalty: 6167.668945
	Iteration 37Q: 3 clusters Score -2.831534e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 249504 members 
Entering Unmasked Estep 
Score: -28315380.000000 Penalty: 6167.668945
	Iteration 38Q: 3 clusters Score -2.831538e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 249577 members 
Entering Unmasked Estep 
Score: -28315410.000000 Penalty: 6167.668945
	Iteration 39Q: 3 clusters Score -2.831541e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 249635 members 
Entering Unmasked Estep 
Score: -28315400.000000 Penalty: 6167.668945
	Iteration 40F: 3 clusters Score -2.83154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 249691 members 
Entering Unmasked Estep 
Score: -28315436.000000 Penalty: 6167.668945
	Iteration 41Q: 3 clusters Score -2.831544e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 249743 members 
Entering Unmasked Estep 
Score: -28315456.000000 Penalty: 6167.668945
	Iteration 42Q: 3 clusters Score -2.831546e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 249795 members 
Entering Unmasked Estep 
Score: -28315488.000000 Penalty: 6167.668945
	Iteration 43Q: 3 clusters Score -2.831549e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 249830 members 
Entering Unmasked Estep 
Score: -28315538.000000 Penalty: 6167.668945
	Iteration 44Q: 3 clusters Score -2.831554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 249862 members 
Entering Unmasked Estep 
Score: -28315546.000000 Penalty: 6167.668945
	Iteration 45Q: 3 clusters Score -2.831555e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 249903 members 
Entering Unmasked Estep 
Score: -28315572.000000 Penalty: 6167.668945
	Iteration 46Q: 3 clusters Score -2.831557e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 249937 members 
Entering Unmasked Estep 
Score: -28315646.000000 Penalty: 6167.668945
	Iteration 47Q: 3 clusters Score -2.831565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 249966 members 
Entering Unmasked Estep 
Score: -28315624.000000 Penalty: 6167.668945
	Iteration 48Q: 3 clusters Score -2.831562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 249988 members 
Entering Unmasked Estep 
Score: -28315666.000000 Penalty: 6167.668945
	Iteration 49Q: 3 clusters Score -2.831567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 250013 members 
Entering Unmasked Estep 
Score: -28315674.000000 Penalty: 6167.668945
	Iteration 50Q: 3 clusters Score -2.831567e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 250036 members 
Entering Unmasked Estep 
Score: -28315698.000000 Penalty: 6167.668945
	Iteration 51Q: 3 clusters Score -2.83157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 250060 members 
Entering Unmasked Estep 
Score: -28315704.000000 Penalty: 6167.668945
	Iteration 52Q: 3 clusters Score -2.83157e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 250078 members 
Entering Unmasked Estep 
Score: -28315702.000000 Penalty: 6167.668945
	Iteration 53Q: 3 clusters Score -2.83157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 250091 members 
Entering Unmasked Estep 
Score: -28315716.000000 Penalty: 6167.668945
	Iteration 54Q: 3 clusters Score -2.831572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 250115 members 
Entering Unmasked Estep 
Score: -28315734.000000 Penalty: 6167.668945
	Iteration 55Q: 3 clusters Score -2.831573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 250129 members 
Entering Unmasked Estep 
Score: -28315722.000000 Penalty: 6167.668945
	Iteration 56Q: 3 clusters Score -2.831572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 250141 members 
Entering Unmasked Estep 
Score: -28315730.000000 Penalty: 6167.668945
	Iteration 57Q: 3 clusters Score -2.831573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 250150 members 
Entering Unmasked Estep 
Score: -28315768.000000 Penalty: 6167.668945
	Iteration 58Q: 3 clusters Score -2.831577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 250156 members 
Entering Unmasked Estep 
Score: -28315746.000000 Penalty: 6167.668945
	Iteration 59Q: 3 clusters Score -2.831575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 250165 members 
Entering Unmasked Estep 
Score: -28315754.000000 Penalty: 6167.668945
	Iteration 60F: 3 clusters Score -2.831575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 250171 members 
Entering Unmasked Estep 
Score: -28315746.000000 Penalty: 6167.668945
	Iteration 61Q: 3 clusters Score -2.831575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 250178 members 
Entering Unmasked Estep 
Score: -28315736.000000 Penalty: 6167.668945
	Iteration 62Q: 3 clusters Score -2.831574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 250185 members 
Entering Unmasked Estep 
Score: -28315762.000000 Penalty: 6167.668945
	Iteration 63Q: 3 clusters Score -2.831576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 250194 members 
Entering Unmasked Estep 
Score: -28315776.000000 Penalty: 6167.668945
	Iteration 64Q: 3 clusters Score -2.831578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 250200 members 
Entering Unmasked Estep 
Score: -28315768.000000 Penalty: 6167.668945
	Iteration 65Q: 3 clusters Score -2.831577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 250203 members 
Entering Unmasked Estep 
Score: -28315766.000000 Penalty: 6167.668945
	Iteration 66Q: 3 clusters Score -2.831577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 250204 members 
Entering Unmasked Estep 
Score: -28315776.000000 Penalty: 6167.668945
	Iteration 67Q: 3 clusters Score -2.831578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 250207 members 
Entering Unmasked Estep 
Score: -28315772.000000 Penalty: 6167.668945
	Iteration 68Q: 3 clusters Score -2.831577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 250209 members 
Entering Unmasked Estep 
Score: -28315792.000000 Penalty: 6167.668945
	Iteration 69Q: 3 clusters Score -2.831579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 250208 members 
Entering Unmasked Estep 
Score: -28315788.000000 Penalty: 6167.668945
	Iteration 70Q: 3 clusters Score -2.831579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 250210 members 
Entering Unmasked Estep 
Score: -28315784.000000 Penalty: 6167.668945
	Iteration 71Q: 3 clusters Score -2.831578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 250211 members 
Entering Unmasked Estep 
Score: -28315792.000000 Penalty: 6167.668945
	Iteration 72Q: 3 clusters Score -2.831579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 250212 members 
Entering Unmasked Estep 
Score: -28315790.000000 Penalty: 6167.668945
	Iteration 73Q: 3 clusters Score -2.831579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 250213 members 
Entering Unmasked Estep 
Score: -28315784.000000 Penalty: 6167.668945
	Iteration 74Q: 3 clusters Score -2.831578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 250213 members 
Entering Unmasked Estep 
Score: -28315784.000000 Penalty: 6167.668945
	Iteration 75F: 3 clusters Score -2.831578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Entering Unmasked Estep 
Score: -963034.812500 Penalty: 2244.704346
	Iteration 0F: 2 clusters Score -963034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -956319.562500 Penalty: 4489.408691
	Iteration 0F: 3 clusters Score -956319.6 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -958380.937500 Penalty: 4489.408691
	Iteration 1F: 3 clusters Score -958380.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -958883.375000 Penalty: 4489.408691
	Iteration 2F: 3 clusters Score -958883.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -959423.312500 Penalty: 4489.408691
	Iteration 3F: 3 clusters Score -959423.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -960107.500000 Penalty: 4489.408691
	Iteration 4F: 3 clusters Score -960107.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -960806.812500 Penalty: 4489.408691
	Iteration 5F: 3 clusters Score -960806.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -961423.562500 Penalty: 4489.408691
	Iteration 6F: 3 clusters Score -961423.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -961866.937500 Penalty: 4489.408691
	Iteration 7Q: 3 clusters Score -961866.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -962125.750000 Penalty: 4489.408691
	Iteration 8Q: 3 clusters Score -962125.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -962286.062500 Penalty: 4489.408691
	Iteration 9Q: 3 clusters Score -962286.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -962398.875000 Penalty: 4489.408691
	Iteration 10Q: 3 clusters Score -962398.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -962485.000000 Penalty: 4489.408691
	Iteration 11Q: 3 clusters Score -962485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -962546.750000 Penalty: 4489.408691
	Iteration 12Q: 3 clusters Score -962546.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -962592.187500 Penalty: 4489.408691
	Iteration 13Q: 3 clusters Score -962592.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -962624.812500 Penalty: 4489.408691
	Iteration 14Q: 3 clusters Score -962624.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -962646.437500 Penalty: 4489.408691
	Iteration 15Q: 3 clusters Score -962646.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -962649.250000 Penalty: 4489.408691
	Iteration 16Q: 3 clusters Score -962649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -962652.562500 Penalty: 4489.408691
	Iteration 17Q: 3 clusters Score -962652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -962652.062500 Penalty: 4489.408691
	Iteration 18Q: 3 clusters Score -962652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -962652.687500 Penalty: 4489.408691
	Iteration 19Q: 3 clusters Score -962652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -962654.375000 Penalty: 4489.408691
	Iteration 20F: 3 clusters Score -962654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -962655.062500 Penalty: 4489.408691
	Iteration 21Q: 3 clusters Score -962655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -962653.500000 Penalty: 4489.408691
	Iteration 22Q: 3 clusters Score -962653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -962652.937500 Penalty: 4489.408691
	Iteration 23Q: 3 clusters Score -962652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -962652.937500 Penalty: 4489.408691
	Iteration 24F: 3 clusters Score -962652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Entering Unmasked Estep 
Score: -1195027.000000 Penalty: 2295.222900
	Iteration 0F: 2 clusters Score -1195027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1187102.250000 Penalty: 4590.445801
	Iteration 0F: 3 clusters Score -1187102 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1189544.875000 Penalty: 4590.445801
	Iteration 1F: 3 clusters Score -1189545 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1189877.375000 Penalty: 4590.445801
	Iteration 2F: 3 clusters Score -1189877 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1190142.750000 Penalty: 4590.445801
	Iteration 3F: 3 clusters Score -1190143 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1190366.250000 Penalty: 4590.445801
	Iteration 4Q: 3 clusters Score -1190366 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1190585.875000 Penalty: 4590.445801
	Iteration 5Q: 3 clusters Score -1190586 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1190842.250000 Penalty: 4590.445801
	Iteration 6Q: 3 clusters Score -1190842 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1191155.625000 Penalty: 4590.445801
	Iteration 7Q: 3 clusters Score -1191156 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1191491.750000 Penalty: 4590.445801
	Iteration 8Q: 3 clusters Score -1191492 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1191840.875000 Penalty: 4590.445801
	Iteration 9Q: 3 clusters Score -1191841 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1192173.500000 Penalty: 4590.445801
	Iteration 10Q: 3 clusters Score -1192174 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1192505.000000 Penalty: 4590.445801
	Iteration 11Q: 3 clusters Score -1192505 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1192772.875000 Penalty: 4590.445801
	Iteration 12Q: 3 clusters Score -1192773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1192938.500000 Penalty: 4590.445801
	Iteration 13Q: 3 clusters Score -1192938 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1193027.875000 Penalty: 4590.445801
	Iteration 14Q: 3 clusters Score -1193028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1193075.125000 Penalty: 4590.445801
	Iteration 15Q: 3 clusters Score -1193075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1193104.125000 Penalty: 4590.445801
	Iteration 16Q: 3 clusters Score -1193104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1193120.125000 Penalty: 4590.445801
	Iteration 17Q: 3 clusters Score -1193120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1193126.125000 Penalty: 4590.445801
	Iteration 18Q: 3 clusters Score -1193126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1193134.500000 Penalty: 4590.445801
	Iteration 19Q: 3 clusters Score -1193134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1193135.250000 Penalty: 4590.445801
	Iteration 20F: 3 clusters Score -1193135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1193137.875000 Penalty: 4590.445801
	Iteration 21Q: 3 clusters Score -1193138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1193141.125000 Penalty: 4590.445801
	Iteration 22Q: 3 clusters Score -1193141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1193145.000000 Penalty: 4590.445801
	Iteration 23Q: 3 clusters Score -1193145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1193146.875000 Penalty: 4590.445801
	Iteration 24Q: 3 clusters Score -1193147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1193146.250000 Penalty: 4590.445801
	Iteration 25Q: 3 clusters Score -1193146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1193144.875000 Penalty: 4590.445801
	Iteration 26Q: 3 clusters Score -1193145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1193143.000000 Penalty: 4590.445801
	Iteration 27Q: 3 clusters Score -1193143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1193143.000000 Penalty: 4590.445801
	Iteration 28F: 3 clusters Score -1193143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -38658.820312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -38658.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37281.757812 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -37281.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37441.582031 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -37441.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37496.937500 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -37496.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37529.132812 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -37529.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37544.015625 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -37544.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37550.535156 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -37550.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37570.562500 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -37570.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37584.929688 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -37584.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37586.492188 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -37586.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37586.492188 Penalty: 2961.745850
	Iteration 9F: 3 clusters Score -37586.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Entering Unmasked Estep 
Score: -4524677.000000 Penalty: 2626.535156
	Iteration 0F: 2 clusters Score -4524677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4497649.000000 Penalty: 5253.070312
	Iteration 0F: 3 clusters Score -4497649 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4507684.000000 Penalty: 5253.070312
	Iteration 1F: 3 clusters Score -4507684 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4508120.000000 Penalty: 5253.070312
	Iteration 2Q: 3 clusters Score -4508120 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4508519.000000 Penalty: 5253.070312
	Iteration 3Q: 3 clusters Score -4508519 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4508955.500000 Penalty: 5253.070312
	Iteration 4Q: 3 clusters Score -4508956 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4509411.500000 Penalty: 5253.070312
	Iteration 5Q: 3 clusters Score -4509412 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4509932.500000 Penalty: 5253.070312
	Iteration 6Q: 3 clusters Score -4509932 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4510486.000000 Penalty: 5253.070312
	Iteration 7Q: 3 clusters Score -4510486 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4511219.000000 Penalty: 5253.070312
	Iteration 8Q: 3 clusters Score -4511219 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4512079.000000 Penalty: 5253.070312
	Iteration 9Q: 3 clusters Score -4512079 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4513122.500000 Penalty: 5253.070312
	Iteration 10Q: 3 clusters Score -4513122 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4514359.500000 Penalty: 5253.070312
	Iteration 11F: 3 clusters Score -4514360 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4515786.500000 Penalty: 5253.070312
	Iteration 12F: 3 clusters Score -4515786 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4516932.500000 Penalty: 5253.070312
	Iteration 13Q: 3 clusters Score -4516932 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4517623.500000 Penalty: 5253.070312
	Iteration 14Q: 3 clusters Score -4517624 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4518020.000000 Penalty: 5253.070312
	Iteration 15Q: 3 clusters Score -4518020 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4518297.500000 Penalty: 5253.070312
	Iteration 16Q: 3 clusters Score -4518298 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4518548.000000 Penalty: 5253.070312
	Iteration 17Q: 3 clusters Score -4518548 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4518811.000000 Penalty: 5253.070312
	Iteration 18Q: 3 clusters Score -4518811 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4519067.500000 Penalty: 5253.070312
	Iteration 19Q: 3 clusters Score -4519068 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4519262.000000 Penalty: 5253.070312
	Iteration 20F: 3 clusters Score -4519262 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4519445.500000 Penalty: 5253.070312
	Iteration 21Q: 3 clusters Score -4519446 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4519620.500000 Penalty: 5253.070312
	Iteration 22Q: 3 clusters Score -4519620 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -4519789.500000 Penalty: 5253.070312
	Iteration 23Q: 3 clusters Score -4519790 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -4519907.500000 Penalty: 5253.070312
	Iteration 24Q: 3 clusters Score -4519908 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4519996.500000 Penalty: 5253.070312
	Iteration 25Q: 3 clusters Score -4519996 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4520139.000000 Penalty: 5253.070312
	Iteration 26Q: 3 clusters Score -4520139 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4520245.000000 Penalty: 5253.070312
	Iteration 27Q: 3 clusters Score -4520245 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4520392.000000 Penalty: 5253.070312
	Iteration 28Q: 3 clusters Score -4520392 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -4520554.500000 Penalty: 5253.070312
	Iteration 29Q: 3 clusters Score -4520554 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4520679.000000 Penalty: 5253.070312
	Iteration 30Q: 3 clusters Score -4520679 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -4520781.500000 Penalty: 5253.070312
	Iteration 31Q: 3 clusters Score -4520782 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4520893.000000 Penalty: 5253.070312
	Iteration 32Q: 3 clusters Score -4520893 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4520981.500000 Penalty: 5253.070312
	Iteration 33Q: 3 clusters Score -4520982 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4521068.500000 Penalty: 5253.070312
	Iteration 34Q: 3 clusters Score -4521068 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4521192.000000 Penalty: 5253.070312
	Iteration 35Q: 3 clusters Score -4521192 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -4521292.000000 Penalty: 5253.070312
	Iteration 36Q: 3 clusters Score -4521292 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4521393.000000 Penalty: 5253.070312
	Iteration 37Q: 3 clusters Score -4521393 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4521488.000000 Penalty: 5253.070312
	Iteration 38Q: 3 clusters Score -4521488 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4521576.000000 Penalty: 5253.070312
	Iteration 39Q: 3 clusters Score -4521576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4521670.500000 Penalty: 5253.070312
	Iteration 40F: 3 clusters Score -4521670 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4521757.500000 Penalty: 5253.070312
	Iteration 41Q: 3 clusters Score -4521758 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4521839.500000 Penalty: 5253.070312
	Iteration 42Q: 3 clusters Score -4521840 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4521905.000000 Penalty: 5253.070312
	Iteration 43Q: 3 clusters Score -4521905 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4521974.500000 Penalty: 5253.070312
	Iteration 44Q: 3 clusters Score -4521974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4522042.500000 Penalty: 5253.070312
	Iteration 45Q: 3 clusters Score -4522042 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4522110.000000 Penalty: 5253.070312
	Iteration 46Q: 3 clusters Score -4522110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4522179.500000 Penalty: 5253.070312
	Iteration 47Q: 3 clusters Score -4522180 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4522226.000000 Penalty: 5253.070312
	Iteration 48Q: 3 clusters Score -4522226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4522266.000000 Penalty: 5253.070312
	Iteration 49Q: 3 clusters Score -4522266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4522288.500000 Penalty: 5253.070312
	Iteration 50Q: 3 clusters Score -4522288 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4522313.000000 Penalty: 5253.070312
	Iteration 51Q: 3 clusters Score -4522313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4522338.000000 Penalty: 5253.070312
	Iteration 52Q: 3 clusters Score -4522338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4522356.000000 Penalty: 5253.070312
	Iteration 53Q: 3 clusters Score -4522356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4522381.500000 Penalty: 5253.070312
	Iteration 54Q: 3 clusters Score -4522382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4522418.000000 Penalty: 5253.070312
	Iteration 55Q: 3 clusters Score -4522418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4522434.500000 Penalty: 5253.070312
	Iteration 56Q: 3 clusters Score -4522434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4522469.500000 Penalty: 5253.070312
	Iteration 57Q: 3 clusters Score -4522470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4522487.500000 Penalty: 5253.070312
	Iteration 58Q: 3 clusters Score -4522488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4522486.000000 Penalty: 5253.070312
	Iteration 59Q: 3 clusters Score -4522486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4522500.500000 Penalty: 5253.070312
	Iteration 60F: 3 clusters Score -4522500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4522510.000000 Penalty: 5253.070312
	Iteration 61Q: 3 clusters Score -4522510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4522518.500000 Penalty: 5253.070312
	Iteration 62Q: 3 clusters Score -4522518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4522533.500000 Penalty: 5253.070312
	Iteration 63Q: 3 clusters Score -4522534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4522531.000000 Penalty: 5253.070312
	Iteration 64Q: 3 clusters Score -4522531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4522533.000000 Penalty: 5253.070312
	Iteration 65Q: 3 clusters Score -4522533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4522540.500000 Penalty: 5253.070312
	Iteration 66Q: 3 clusters Score -4522540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4522551.500000 Penalty: 5253.070312
	Iteration 67Q: 3 clusters Score -4522552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4522554.000000 Penalty: 5253.070312
	Iteration 68Q: 3 clusters Score -4522554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4522577.000000 Penalty: 5253.070312
	Iteration 69Q: 3 clusters Score -4522577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4522579.500000 Penalty: 5253.070312
	Iteration 70Q: 3 clusters Score -4522580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4522578.000000 Penalty: 5253.070312
	Iteration 71Q: 3 clusters Score -4522578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4522587.000000 Penalty: 5253.070312
	Iteration 72Q: 3 clusters Score -4522587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4522588.000000 Penalty: 5253.070312
	Iteration 73Q: 3 clusters Score -4522588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4522592.000000 Penalty: 5253.070312
	Iteration 74Q: 3 clusters Score -4522592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4522603.500000 Penalty: 5253.070312
	Iteration 75Q: 3 clusters Score -4522604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4522611.000000 Penalty: 5253.070312
	Iteration 76Q: 3 clusters Score -4522611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4522623.500000 Penalty: 5253.070312
	Iteration 77Q: 3 clusters Score -4522624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4522621.500000 Penalty: 5253.070312
	Iteration 78Q: 3 clusters Score -4522622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4522606.000000 Penalty: 5253.070312
	Iteration 79Q: 3 clusters Score -4522606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4522620.000000 Penalty: 5253.070312
	Iteration 80F: 3 clusters Score -4522620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4522623.000000 Penalty: 5253.070312
	Iteration 81Q: 3 clusters Score -4522623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4522620.500000 Penalty: 5253.070312
	Iteration 82Q: 3 clusters Score -4522620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4522617.500000 Penalty: 5253.070312
	Iteration 83Q: 3 clusters Score -4522618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4522620.000000 Penalty: 5253.070312
	Iteration 84Q: 3 clusters Score -4522620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4522625.500000 Penalty: 5253.070312
	Iteration 85Q: 3 clusters Score -4522626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4522632.500000 Penalty: 5253.070312
	Iteration 86Q: 3 clusters Score -4522632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4522633.500000 Penalty: 5253.070312
	Iteration 87Q: 3 clusters Score -4522634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4522636.000000 Penalty: 5253.070312
	Iteration 88Q: 3 clusters Score -4522636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4522630.000000 Penalty: 5253.070312
	Iteration 89Q: 3 clusters Score -4522630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4522632.000000 Penalty: 5253.070312
	Iteration 90Q: 3 clusters Score -4522632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4522631.500000 Penalty: 5253.070312
	Iteration 91Q: 3 clusters Score -4522632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4522630.000000 Penalty: 5253.070312
	Iteration 92Q: 3 clusters Score -4522630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4522638.500000 Penalty: 5253.070312
	Iteration 93Q: 3 clusters Score -4522638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4522635.500000 Penalty: 5253.070312
	Iteration 94Q: 3 clusters Score -4522636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4522643.000000 Penalty: 5253.070312
	Iteration 95Q: 3 clusters Score -4522643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4522648.500000 Penalty: 5253.070312
	Iteration 96Q: 3 clusters Score -4522648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4522648.000000 Penalty: 5253.070312
	Iteration 97Q: 3 clusters Score -4522648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4522656.500000 Penalty: 5253.070312
	Iteration 98Q: 3 clusters Score -4522656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4522665.000000 Penalty: 5253.070312
	Iteration 99Q: 3 clusters Score -4522665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4522663.500000 Penalty: 5253.070312
	Iteration 100F: 3 clusters Score -4522664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4522664.000000 Penalty: 5253.070312
	Iteration 101Q: 3 clusters Score -4522664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4522664.500000 Penalty: 5253.070312
	Iteration 102Q: 3 clusters Score -4522664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4522665.500000 Penalty: 5253.070312
	Iteration 103Q: 3 clusters Score -4522666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4522667.500000 Penalty: 5253.070312
	Iteration 104Q: 3 clusters Score -4522668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4522673.500000 Penalty: 5253.070312
	Iteration 105Q: 3 clusters Score -4522674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4522678.000000 Penalty: 5253.070312
	Iteration 106Q: 3 clusters Score -4522678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4522673.500000 Penalty: 5253.070312
	Iteration 107Q: 3 clusters Score -4522674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4522675.000000 Penalty: 5253.070312
	Iteration 108Q: 3 clusters Score -4522675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4522677.000000 Penalty: 5253.070312
	Iteration 109Q: 3 clusters Score -4522677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4522679.000000 Penalty: 5253.070312
	Iteration 110Q: 3 clusters Score -4522679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4522680.000000 Penalty: 5253.070312
	Iteration 111Q: 3 clusters Score -4522680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4522679.500000 Penalty: 5253.070312
	Iteration 112Q: 3 clusters Score -4522680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4522684.000000 Penalty: 5253.070312
	Iteration 113Q: 3 clusters Score -4522684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4522684.000000 Penalty: 5253.070312
	Iteration 114F: 3 clusters Score -4522684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Entering Unmasked Estep 
Score: -2325369.000000 Penalty: 2463.070312
	Iteration 0F: 2 clusters Score -2325369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2310983.250000 Penalty: 4926.140625
	Iteration 0F: 3 clusters Score -2310983 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2315903.250000 Penalty: 4926.140625
	Iteration 1F: 3 clusters Score -2315903 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2316378.250000 Penalty: 4926.140625
	Iteration 2F: 3 clusters Score -2316378 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2316814.250000 Penalty: 4926.140625
	Iteration 3Q: 3 clusters Score -2316814 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2317287.500000 Penalty: 4926.140625
	Iteration 4Q: 3 clusters Score -2317288 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2317849.250000 Penalty: 4926.140625
	Iteration 5Q: 3 clusters Score -2317849 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2318548.500000 Penalty: 4926.140625
	Iteration 6Q: 3 clusters Score -2318548 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2319270.250000 Penalty: 4926.140625
	Iteration 7F: 3 clusters Score -2319270 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2319866.000000 Penalty: 4926.140625
	Iteration 8F: 3 clusters Score -2319866 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2320287.750000 Penalty: 4926.140625
	Iteration 9Q: 3 clusters Score -2320288 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2320597.500000 Penalty: 4926.140625
	Iteration 10Q: 3 clusters Score -2320598 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2320824.250000 Penalty: 4926.140625
	Iteration 11Q: 3 clusters Score -2320824 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2320994.750000 Penalty: 4926.140625
	Iteration 12Q: 3 clusters Score -2320995 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2321126.750000 Penalty: 4926.140625
	Iteration 13Q: 3 clusters Score -2321127 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2321213.750000 Penalty: 4926.140625
	Iteration 14Q: 3 clusters Score -2321214 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2321289.750000 Penalty: 4926.140625
	Iteration 15Q: 3 clusters Score -2321290 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2321336.000000 Penalty: 4926.140625
	Iteration 16Q: 3 clusters Score -2321336 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2321354.250000 Penalty: 4926.140625
	Iteration 17Q: 3 clusters Score -2321354 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2321390.000000 Penalty: 4926.140625
	Iteration 18Q: 3 clusters Score -2321390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2321409.500000 Penalty: 4926.140625
	Iteration 19Q: 3 clusters Score -2321410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2321424.500000 Penalty: 4926.140625
	Iteration 20F: 3 clusters Score -2321424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2321443.500000 Penalty: 4926.140625
	Iteration 21Q: 3 clusters Score -2321444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2321458.000000 Penalty: 4926.140625
	Iteration 22Q: 3 clusters Score -2321458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2321463.000000 Penalty: 4926.140625
	Iteration 23Q: 3 clusters Score -2321463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2321460.750000 Penalty: 4926.140625
	Iteration 24Q: 3 clusters Score -2321461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2321473.500000 Penalty: 4926.140625
	Iteration 25Q: 3 clusters Score -2321474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2321483.000000 Penalty: 4926.140625
	Iteration 26Q: 3 clusters Score -2321483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2321498.750000 Penalty: 4926.140625
	Iteration 27Q: 3 clusters Score -2321499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2321508.000000 Penalty: 4926.140625
	Iteration 28Q: 3 clusters Score -2321508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2321517.750000 Penalty: 4926.140625
	Iteration 29Q: 3 clusters Score -2321518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2321518.500000 Penalty: 4926.140625
	Iteration 30Q: 3 clusters Score -2321518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2321532.000000 Penalty: 4926.140625
	Iteration 31Q: 3 clusters Score -2321532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2321529.500000 Penalty: 4926.140625
	Iteration 32Q: 3 clusters Score -2321530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2321547.000000 Penalty: 4926.140625
	Iteration 33Q: 3 clusters Score -2321547 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2321559.250000 Penalty: 4926.140625
	Iteration 34Q: 3 clusters Score -2321559 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2321580.500000 Penalty: 4926.140625
	Iteration 35Q: 3 clusters Score -2321580 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2321603.500000 Penalty: 4926.140625
	Iteration 36Q: 3 clusters Score -2321604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2321631.500000 Penalty: 4926.140625
	Iteration 37Q: 3 clusters Score -2321632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2321644.750000 Penalty: 4926.140625
	Iteration 38Q: 3 clusters Score -2321645 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2321667.000000 Penalty: 4926.140625
	Iteration 39Q: 3 clusters Score -2321667 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2321682.500000 Penalty: 4926.140625
	Iteration 40F: 3 clusters Score -2321682 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2321711.000000 Penalty: 4926.140625
	Iteration 41Q: 3 clusters Score -2321711 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2321758.000000 Penalty: 4926.140625
	Iteration 42Q: 3 clusters Score -2321758 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2321791.000000 Penalty: 4926.140625
	Iteration 43Q: 3 clusters Score -2321791 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2321829.500000 Penalty: 4926.140625
	Iteration 44Q: 3 clusters Score -2321830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2321864.000000 Penalty: 4926.140625
	Iteration 45Q: 3 clusters Score -2321864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2321899.500000 Penalty: 4926.140625
	Iteration 46Q: 3 clusters Score -2321900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2321932.000000 Penalty: 4926.140625
	Iteration 47Q: 3 clusters Score -2321932 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2321975.250000 Penalty: 4926.140625
	Iteration 48Q: 3 clusters Score -2321975 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2322015.000000 Penalty: 4926.140625
	Iteration 49Q: 3 clusters Score -2322015 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2322075.750000 Penalty: 4926.140625
	Iteration 50Q: 3 clusters Score -2322076 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2322115.000000 Penalty: 4926.140625
	Iteration 51Q: 3 clusters Score -2322115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2322160.250000 Penalty: 4926.140625
	Iteration 52Q: 3 clusters Score -2322160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2322211.000000 Penalty: 4926.140625
	Iteration 53Q: 3 clusters Score -2322211 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2322268.500000 Penalty: 4926.140625
	Iteration 54Q: 3 clusters Score -2322268 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2322314.250000 Penalty: 4926.140625
	Iteration 55Q: 3 clusters Score -2322314 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2322366.000000 Penalty: 4926.140625
	Iteration 56Q: 3 clusters Score -2322366 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2322411.500000 Penalty: 4926.140625
	Iteration 57Q: 3 clusters Score -2322412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2322450.500000 Penalty: 4926.140625
	Iteration 58Q: 3 clusters Score -2322450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2322482.000000 Penalty: 4926.140625
	Iteration 59Q: 3 clusters Score -2322482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2322519.000000 Penalty: 4926.140625
	Iteration 60F: 3 clusters Score -2322519 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2322547.750000 Penalty: 4926.140625
	Iteration 61Q: 3 clusters Score -2322548 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2322581.250000 Penalty: 4926.140625
	Iteration 62Q: 3 clusters Score -2322581 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2322607.000000 Penalty: 4926.140625
	Iteration 63Q: 3 clusters Score -2322607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2322628.000000 Penalty: 4926.140625
	Iteration 64Q: 3 clusters Score -2322628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2322642.000000 Penalty: 4926.140625
	Iteration 65Q: 3 clusters Score -2322642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2322677.250000 Penalty: 4926.140625
	Iteration 66Q: 3 clusters Score -2322677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2322698.500000 Penalty: 4926.140625
	Iteration 67Q: 3 clusters Score -2322698 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2322719.000000 Penalty: 4926.140625
	Iteration 68Q: 3 clusters Score -2322719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2322733.000000 Penalty: 4926.140625
	Iteration 69Q: 3 clusters Score -2322733 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2322744.500000 Penalty: 4926.140625
	Iteration 70Q: 3 clusters Score -2322744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2322760.250000 Penalty: 4926.140625
	Iteration 71Q: 3 clusters Score -2322760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2322778.000000 Penalty: 4926.140625
	Iteration 72Q: 3 clusters Score -2322778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2322802.000000 Penalty: 4926.140625
	Iteration 73Q: 3 clusters Score -2322802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2322827.750000 Penalty: 4926.140625
	Iteration 74Q: 3 clusters Score -2322828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2322854.750000 Penalty: 4926.140625
	Iteration 75Q: 3 clusters Score -2322855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2322877.000000 Penalty: 4926.140625
	Iteration 76Q: 3 clusters Score -2322877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2322911.000000 Penalty: 4926.140625
	Iteration 77Q: 3 clusters Score -2322911 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2322929.000000 Penalty: 4926.140625
	Iteration 78Q: 3 clusters Score -2322929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2322946.000000 Penalty: 4926.140625
	Iteration 79Q: 3 clusters Score -2322946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2322968.500000 Penalty: 4926.140625
	Iteration 80F: 3 clusters Score -2322968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2322985.250000 Penalty: 4926.140625
	Iteration 81Q: 3 clusters Score -2322985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2323003.500000 Penalty: 4926.140625
	Iteration 82Q: 3 clusters Score -2323004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2323018.750000 Penalty: 4926.140625
	Iteration 83Q: 3 clusters Score -2323019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2323031.000000 Penalty: 4926.140625
	Iteration 84Q: 3 clusters Score -2323031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2323047.000000 Penalty: 4926.140625
	Iteration 85Q: 3 clusters Score -2323047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2323066.000000 Penalty: 4926.140625
	Iteration 86Q: 3 clusters Score -2323066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2323078.250000 Penalty: 4926.140625
	Iteration 87Q: 3 clusters Score -2323078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2323099.750000 Penalty: 4926.140625
	Iteration 88Q: 3 clusters Score -2323100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2323116.000000 Penalty: 4926.140625
	Iteration 89Q: 3 clusters Score -2323116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2323138.500000 Penalty: 4926.140625
	Iteration 90Q: 3 clusters Score -2323138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2323156.500000 Penalty: 4926.140625
	Iteration 91Q: 3 clusters Score -2323156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2323168.000000 Penalty: 4926.140625
	Iteration 92Q: 3 clusters Score -2323168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2323177.250000 Penalty: 4926.140625
	Iteration 93Q: 3 clusters Score -2323177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2323189.250000 Penalty: 4926.140625
	Iteration 94Q: 3 clusters Score -2323189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2323195.000000 Penalty: 4926.140625
	Iteration 95Q: 3 clusters Score -2323195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2323210.250000 Penalty: 4926.140625
	Iteration 96Q: 3 clusters Score -2323210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2323220.250000 Penalty: 4926.140625
	Iteration 97Q: 3 clusters Score -2323220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2323230.750000 Penalty: 4926.140625
	Iteration 98Q: 3 clusters Score -2323231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2323243.500000 Penalty: 4926.140625
	Iteration 99Q: 3 clusters Score -2323244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2323249.250000 Penalty: 4926.140625
	Iteration 100F: 3 clusters Score -2323249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2323251.750000 Penalty: 4926.140625
	Iteration 101Q: 3 clusters Score -2323252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2323256.500000 Penalty: 4926.140625
	Iteration 102Q: 3 clusters Score -2323256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2323259.750000 Penalty: 4926.140625
	Iteration 103Q: 3 clusters Score -2323260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2323266.500000 Penalty: 4926.140625
	Iteration 104Q: 3 clusters Score -2323266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2323266.250000 Penalty: 4926.140625
	Iteration 105Q: 3 clusters Score -2323266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2323277.500000 Penalty: 4926.140625
	Iteration 106Q: 3 clusters Score -2323278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2323284.250000 Penalty: 4926.140625
	Iteration 107Q: 3 clusters Score -2323284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2323295.250000 Penalty: 4926.140625
	Iteration 108Q: 3 clusters Score -2323295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2323300.750000 Penalty: 4926.140625
	Iteration 109Q: 3 clusters Score -2323301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2323310.000000 Penalty: 4926.140625
	Iteration 110Q: 3 clusters Score -2323310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2323325.750000 Penalty: 4926.140625
	Iteration 111Q: 3 clusters Score -2323326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2323334.000000 Penalty: 4926.140625
	Iteration 112Q: 3 clusters Score -2323334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2323334.500000 Penalty: 4926.140625
	Iteration 113Q: 3 clusters Score -2323334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2323341.500000 Penalty: 4926.140625
	Iteration 114Q: 3 clusters Score -2323342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2323348.750000 Penalty: 4926.140625
	Iteration 115Q: 3 clusters Score -2323349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2323349.250000 Penalty: 4926.140625
	Iteration 116Q: 3 clusters Score -2323349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2323350.000000 Penalty: 4926.140625
	Iteration 117Q: 3 clusters Score -2323350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2323351.750000 Penalty: 4926.140625
	Iteration 118Q: 3 clusters Score -2323352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2323355.500000 Penalty: 4926.140625
	Iteration 119Q: 3 clusters Score -2323356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2323359.000000 Penalty: 4926.140625
	Iteration 120F: 3 clusters Score -2323359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2323360.750000 Penalty: 4926.140625
	Iteration 121Q: 3 clusters Score -2323361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2323363.750000 Penalty: 4926.140625
	Iteration 122Q: 3 clusters Score -2323364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2323362.000000 Penalty: 4926.140625
	Iteration 123Q: 3 clusters Score -2323362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2323364.000000 Penalty: 4926.140625
	Iteration 124Q: 3 clusters Score -2323364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2323363.750000 Penalty: 4926.140625
	Iteration 125Q: 3 clusters Score -2323364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2323364.500000 Penalty: 4926.140625
	Iteration 126Q: 3 clusters Score -2323364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2323366.000000 Penalty: 4926.140625
	Iteration 127Q: 3 clusters Score -2323366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2323370.500000 Penalty: 4926.140625
	Iteration 128Q: 3 clusters Score -2323370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2323369.500000 Penalty: 4926.140625
	Iteration 129Q: 3 clusters Score -2323370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2323370.250000 Penalty: 4926.140625
	Iteration 130Q: 3 clusters Score -2323370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2323373.250000 Penalty: 4926.140625
	Iteration 131Q: 3 clusters Score -2323373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2323373.750000 Penalty: 4926.140625
	Iteration 132Q: 3 clusters Score -2323374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2323376.500000 Penalty: 4926.140625
	Iteration 133Q: 3 clusters Score -2323376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2323376.500000 Penalty: 4926.140625
	Iteration 134Q: 3 clusters Score -2323376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2323379.750000 Penalty: 4926.140625
	Iteration 135Q: 3 clusters Score -2323380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2323379.750000 Penalty: 4926.140625
	Iteration 136F: 3 clusters Score -2323380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97561.367188 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97561.37 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97858.875000 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97858.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97946.515625 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -97946.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97999.085938 Penalty: 3415.212646
	Iteration 3Q: 3 clusters Score -97999.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98027.367188 Penalty: 3415.212646
	Iteration 4Q: 3 clusters Score -98027.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98083.671875 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -98083.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -98138.070312 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -98138.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98212.125000 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -98212.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98294.007812 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -98294.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -98376.562500 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -98376.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98469.851562 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -98469.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98528.304688 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -98528.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98598.992188 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -98598.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98684.929688 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -98684.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98776.859375 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -98776.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98836.976562 Penalty: 3415.212646
	Iteration 15Q: 3 clusters Score -98836.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98871.562500 Penalty: 3415.212646
	Iteration 16Q: 3 clusters Score -98871.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98908.132812 Penalty: 3415.212646
	Iteration 17Q: 3 clusters Score -98908.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -98948.031250 Penalty: 3415.212646
	Iteration 18Q: 3 clusters Score -98948.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98992.593750 Penalty: 3415.212646
	Iteration 19Q: 3 clusters Score -98992.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99047.195312 Penalty: 3415.212646
	Iteration 20F: 3 clusters Score -99047.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -99140.414062 Penalty: 3415.212646
	Iteration 21Q: 3 clusters Score -99140.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99211.398438 Penalty: 3415.212646
	Iteration 22Q: 3 clusters Score -99211.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -99372.945312 Penalty: 3415.212646
	Iteration 23Q: 3 clusters Score -99372.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99823.718750 Penalty: 3415.212646
	Iteration 24Q: 3 clusters Score -99823.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99979.500000 Penalty: 3415.212646
	Iteration 25Q: 3 clusters Score -99979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99990.867188 Penalty: 3415.212646
	Iteration 26Q: 3 clusters Score -99990.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100012.601562 Penalty: 3415.212646
	Iteration 27Q: 3 clusters Score -100012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 28Q: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 29F: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 38249 members 
Mstep: Class 5 contains 7385 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 147729 members 
Mstep: Class 8 contains 251404 members 
Mstep: Class 9 contains 8529 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39770 members 
Mstep: Class 13 contains 20573 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 35918 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 191742 members 
Entering Unmasked Estep 
Score: -88586480.000000 Penalty: 67431.250000
Splitting cluster 14 changes total score from -88587624.000000 to -88586480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (35918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Entering Unmasked Estep 
Score: -4079415.000000 Penalty: 2601.270508
	Iteration 0F: 2 clusters Score -4079415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4055074.250000 Penalty: 5202.541016
	Iteration 0F: 3 clusters Score -4055074 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4064159.250000 Penalty: 5202.541016
	Iteration 1F: 3 clusters Score -4064159 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4065343.250000 Penalty: 5202.541016
	Iteration 2F: 3 clusters Score -4065343 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4066894.750000 Penalty: 5202.541016
	Iteration 3F: 3 clusters Score -4066895 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4068697.000000 Penalty: 5202.541016
	Iteration 4F: 3 clusters Score -4068697 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4070575.000000 Penalty: 5202.541016
	Iteration 5F: 3 clusters Score -4070575 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4072460.500000 Penalty: 5202.541016
	Iteration 6F: 3 clusters Score -4072460 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -4074169.500000 Penalty: 5202.541016
	Iteration 7F: 3 clusters Score -4074170 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4075545.500000 Penalty: 5202.541016
	Iteration 8F: 3 clusters Score -4075546 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4076448.250000 Penalty: 5202.541016
	Iteration 9Q: 3 clusters Score -4076448 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4077010.500000 Penalty: 5202.541016
	Iteration 10Q: 3 clusters Score -4077010 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4077366.750000 Penalty: 5202.541016
	Iteration 11Q: 3 clusters Score -4077367 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4077655.000000 Penalty: 5202.541016
	Iteration 12Q: 3 clusters Score -4077655 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4077910.750000 Penalty: 5202.541016
	Iteration 13Q: 3 clusters Score -4077911 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -4078108.750000 Penalty: 5202.541016
	Iteration 14Q: 3 clusters Score -4078109 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4078227.250000 Penalty: 5202.541016
	Iteration 15Q: 3 clusters Score -4078227 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4078300.000000 Penalty: 5202.541016
	Iteration 16Q: 3 clusters Score -4078300 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4078390.500000 Penalty: 5202.541016
	Iteration 17Q: 3 clusters Score -4078390 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4078455.000000 Penalty: 5202.541016
	Iteration 18Q: 3 clusters Score -4078455 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4078515.000000 Penalty: 5202.541016
	Iteration 19Q: 3 clusters Score -4078515 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4078559.750000 Penalty: 5202.541016
	Iteration 20F: 3 clusters Score -4078560 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4078612.250000 Penalty: 5202.541016
	Iteration 21Q: 3 clusters Score -4078612 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4078657.000000 Penalty: 5202.541016
	Iteration 22Q: 3 clusters Score -4078657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4078674.250000 Penalty: 5202.541016
	Iteration 23Q: 3 clusters Score -4078674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4078714.250000 Penalty: 5202.541016
	Iteration 24Q: 3 clusters Score -4078714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4078744.250000 Penalty: 5202.541016
	Iteration 25Q: 3 clusters Score -4078744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4078771.250000 Penalty: 5202.541016
	Iteration 26Q: 3 clusters Score -4078771 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4078798.250000 Penalty: 5202.541016
	Iteration 27Q: 3 clusters Score -4078798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4078835.500000 Penalty: 5202.541016
	Iteration 28Q: 3 clusters Score -4078836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4078832.750000 Penalty: 5202.541016
	Iteration 29Q: 3 clusters Score -4078833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4078838.750000 Penalty: 5202.541016
	Iteration 30Q: 3 clusters Score -4078839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4078839.750000 Penalty: 5202.541016
	Iteration 31Q: 3 clusters Score -4078840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4078846.500000 Penalty: 5202.541016
	Iteration 32Q: 3 clusters Score -4078846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4078860.500000 Penalty: 5202.541016
	Iteration 33Q: 3 clusters Score -4078860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4078868.750000 Penalty: 5202.541016
	Iteration 34Q: 3 clusters Score -4078869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4078877.000000 Penalty: 5202.541016
	Iteration 35Q: 3 clusters Score -4078877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4078891.250000 Penalty: 5202.541016
	Iteration 36Q: 3 clusters Score -4078891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4078888.750000 Penalty: 5202.541016
	Iteration 37Q: 3 clusters Score -4078889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4078893.500000 Penalty: 5202.541016
	Iteration 38Q: 3 clusters Score -4078894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4078894.750000 Penalty: 5202.541016
	Iteration 39Q: 3 clusters Score -4078895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4078895.750000 Penalty: 5202.541016
	Iteration 40F: 3 clusters Score -4078896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4078894.000000 Penalty: 5202.541016
	Iteration 41Q: 3 clusters Score -4078894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4078903.000000 Penalty: 5202.541016
	Iteration 42Q: 3 clusters Score -4078903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4078908.000000 Penalty: 5202.541016
	Iteration 43Q: 3 clusters Score -4078908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4078908.000000 Penalty: 5202.541016
	Iteration 44Q: 3 clusters Score -4078908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4078907.000000 Penalty: 5202.541016
	Iteration 45Q: 3 clusters Score -4078907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4078915.750000 Penalty: 5202.541016
	Iteration 46Q: 3 clusters Score -4078916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4078919.250000 Penalty: 5202.541016
	Iteration 47Q: 3 clusters Score -4078919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4078916.500000 Penalty: 5202.541016
	Iteration 48Q: 3 clusters Score -4078916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -4078916.000000 Penalty: 5202.541016
	Iteration 49Q: 3 clusters Score -4078916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4078914.750000 Penalty: 5202.541016
	Iteration 50Q: 3 clusters Score -4078915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4078914.750000 Penalty: 5202.541016
	Iteration 51F: 3 clusters Score -4078915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -103079.460938 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -103079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101153.718750 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -101153.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101423.710938 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -101423.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101520.070312 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -101520.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101565.304688 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -101565.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101590.476562 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -101590.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101598.601562 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -101598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101609.656250 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -101609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101618.828125 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -101618.8 nChanged 6
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: -101629.632812 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -101629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101633.914062 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -101633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101641.679688 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -101641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101647.750000 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -101647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101654.937500 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -101654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101657.476562 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -101657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101658.460938 Penalty: 3388.648926
	Iteration 14Q: 3 clusters Score -101658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101661.882812 Penalty: 3388.648926
	Iteration 15Q: 3 clusters Score -101661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101663.453125 Penalty: 3388.648926
	Iteration 16Q: 3 clusters Score -101663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101668.765625 Penalty: 3388.648926
	Iteration 17Q: 3 clusters Score -101668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101671.140625 Penalty: 3388.648926
	Iteration 18Q: 3 clusters Score -101671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101672.453125 Penalty: 3388.648926
	Iteration 19Q: 3 clusters Score -101672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101673.531250 Penalty: 3388.648926
	Iteration 20F: 3 clusters Score -101673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -101078.164062 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -101078.2 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 439 members 
Entering Unmasked Estep 
Score: -99266.093750 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -99266.09 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99597.867188 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -99597.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99707.539062 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -99707.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99760.007812 Penalty: 3398.187744
	Iteration 3Q: 3 clusters Score -99760.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99794.726562 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -99794.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -99830.046875 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -99830.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99851.390625 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -99851.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99878.937500 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -99878.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99904.710938 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -99904.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99932.031250 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -99932.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99990.695312 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -99990.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100150.039062 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -100150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100247.921875 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -100247.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100310.062500 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -100310.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -100381.070312 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -100381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100458.398438 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -100458.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100520.265625 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -100520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -100536.757812 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -100536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -100552.867188 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -100552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -100560.632812 Penalty: 3398.187744
	Iteration 19Q: 3 clusters Score -100560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -100564.585938 Penalty: 3398.187744
	Iteration 20F: 3 clusters Score -100564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -100570.562500 Penalty: 3398.187744
	Iteration 21Q: 3 clusters Score -100570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -100574.695312 Penalty: 3398.187744
	Iteration 22Q: 3 clusters Score -100574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -100576.531250 Penalty: 3398.187744
	Iteration 23Q: 3 clusters Score -100576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -100576.531250 Penalty: 3398.187744
	Iteration 24F: 3 clusters Score -100576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -369668.968750 Penalty: 1996.495361
	Iteration 0F: 2 clusters Score -369669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366335.906250 Penalty: 3992.990723
	Iteration 0F: 3 clusters Score -366335.9 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -367005.656250 Penalty: 3992.990723
	Iteration 1F: 3 clusters Score -367005.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -367167.500000 Penalty: 3992.990723
	Iteration 2F: 3 clusters Score -367167.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367254.531250 Penalty: 3992.990723
	Iteration 3Q: 3 clusters Score -367254.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367298.656250 Penalty: 3992.990723
	Iteration 4Q: 3 clusters Score -367298.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367322.093750 Penalty: 3992.990723
	Iteration 5Q: 3 clusters Score -367322.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367338.250000 Penalty: 3992.990723
	Iteration 6Q: 3 clusters Score -367338.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -367351.593750 Penalty: 3992.990723
	Iteration 7Q: 3 clusters Score -367351.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367360.343750 Penalty: 3992.990723
	Iteration 8Q: 3 clusters Score -367360.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -367370.906250 Penalty: 3992.990723
	Iteration 9Q: 3 clusters Score -367370.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367378.562500 Penalty: 3992.990723
	Iteration 10Q: 3 clusters Score -367378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -367383.187500 Penalty: 3992.990723
	Iteration 11Q: 3 clusters Score -367383.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -367388.250000 Penalty: 3992.990723
	Iteration 12Q: 3 clusters Score -367388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -367393.687500 Penalty: 3992.990723
	Iteration 13Q: 3 clusters Score -367393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -367396.218750 Penalty: 3992.990723
	Iteration 14Q: 3 clusters Score -367396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367397.937500 Penalty: 3992.990723
	Iteration 15Q: 3 clusters Score -367397.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -367400.031250 Penalty: 3992.990723
	Iteration 16Q: 3 clusters Score -367400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -367402.718750 Penalty: 3992.990723
	Iteration 17Q: 3 clusters Score -367402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367405.156250 Penalty: 3992.990723
	Iteration 18Q: 3 clusters Score -367405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -367407.281250 Penalty: 3992.990723
	Iteration 19Q: 3 clusters Score -367407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -367407.843750 Penalty: 3992.990723
	Iteration 20F: 3 clusters Score -367407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -367408.937500 Penalty: 3992.990723
	Iteration 21Q: 3 clusters Score -367408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -367410.125000 Penalty: 3992.990723
	Iteration 22Q: 3 clusters Score -367410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -367411.375000 Penalty: 3992.990723
	Iteration 23Q: 3 clusters Score -367411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -367411.968750 Penalty: 3992.990723
	Iteration 24Q: 3 clusters Score -367412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -367414.750000 Penalty: 3992.990723
	Iteration 25Q: 3 clusters Score -367414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367417.218750 Penalty: 3992.990723
	Iteration 26Q: 3 clusters Score -367417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -367421.281250 Penalty: 3992.990723
	Iteration 27Q: 3 clusters Score -367421.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -367424.562500 Penalty: 3992.990723
	Iteration 28Q: 3 clusters Score -367424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367428.031250 Penalty: 3992.990723
	Iteration 29Q: 3 clusters Score -367428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367430.593750 Penalty: 3992.990723
	Iteration 30Q: 3 clusters Score -367430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367432.687500 Penalty: 3992.990723
	Iteration 31Q: 3 clusters Score -367432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367432.875000 Penalty: 3992.990723
	Iteration 32Q: 3 clusters Score -367432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -367434.375000 Penalty: 3992.990723
	Iteration 33Q: 3 clusters Score -367434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367436.593750 Penalty: 3992.990723
	Iteration 34Q: 3 clusters Score -367436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -367437.937500 Penalty: 3992.990723
	Iteration 35Q: 3 clusters Score -367437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367440.500000 Penalty: 3992.990723
	Iteration 36Q: 3 clusters Score -367440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -367440.218750 Penalty: 3992.990723
	Iteration 37Q: 3 clusters Score -367440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367441.437500 Penalty: 3992.990723
	Iteration 38Q: 3 clusters Score -367441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -367442.843750 Penalty: 3992.990723
	Iteration 39Q: 3 clusters Score -367442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -367442.875000 Penalty: 3992.990723
	Iteration 40F: 3 clusters Score -367442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (191742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191742 members 
Entering Unmasked Estep 
Score: -21493184.000000 Penalty: 3016.648682
	Iteration 0F: 2 clusters Score -2.149318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -21367454.000000 Penalty: 6033.297363
	Iteration 0F: 3 clusters Score -2.136745e+07 nChanged 92026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -21421262.000000 Penalty: 6033.297363
	Iteration 1F: 3 clusters Score -2.142126e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -21422692.000000 Penalty: 6033.297363
	Iteration 2Q: 3 clusters Score -2.142269e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -21424602.000000 Penalty: 6033.297363
	Iteration 3Q: 3 clusters Score -2.14246e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -21427706.000000 Penalty: 6033.297363
	Iteration 4Q: 3 clusters Score -2.142771e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -21432800.000000 Penalty: 6033.297363
	Iteration 5F: 3 clusters Score -2.14328e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118748 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -21440712.000000 Penalty: 6033.297363
	Iteration 6F: 3 clusters Score -2.144071e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -21451570.000000 Penalty: 6033.297363
	Iteration 7F: 3 clusters Score -2.145157e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137808 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -21463466.000000 Penalty: 6033.297363
	Iteration 8F: 3 clusters Score -2.146347e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144804 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -21472044.000000 Penalty: 6033.297363
	Iteration 9F: 3 clusters Score -2.147204e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -21476636.000000 Penalty: 6033.297363
	Iteration 10Q: 3 clusters Score -2.147664e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -21478660.000000 Penalty: 6033.297363
	Iteration 11Q: 3 clusters Score -2.147866e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -21480044.000000 Penalty: 6033.297363
	Iteration 12Q: 3 clusters Score -2.148004e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159392 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -21481314.000000 Penalty: 6033.297363
	Iteration 13Q: 3 clusters Score -2.148131e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162247 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -21482534.000000 Penalty: 6033.297363
	Iteration 14Q: 3 clusters Score -2.148253e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -21483490.000000 Penalty: 6033.297363
	Iteration 15Q: 3 clusters Score -2.148349e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167559 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -21484588.000000 Penalty: 6033.297363
	Iteration 16Q: 3 clusters Score -2.148459e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -21485472.000000 Penalty: 6033.297363
	Iteration 17Q: 3 clusters Score -2.148547e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172247 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -21486196.000000 Penalty: 6033.297363
	Iteration 18Q: 3 clusters Score -2.14862e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174405 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -21486832.000000 Penalty: 6033.297363
	Iteration 19Q: 3 clusters Score -2.148683e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176341 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -21487558.000000 Penalty: 6033.297363
	Iteration 20F: 3 clusters Score -2.148756e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -21488118.000000 Penalty: 6033.297363
	Iteration 21Q: 3 clusters Score -2.148812e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179613 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -21488660.000000 Penalty: 6033.297363
	Iteration 22Q: 3 clusters Score -2.148866e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180996 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -21489058.000000 Penalty: 6033.297363
	Iteration 23Q: 3 clusters Score -2.148906e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -21489448.000000 Penalty: 6033.297363
	Iteration 24Q: 3 clusters Score -2.148945e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -21489706.000000 Penalty: 6033.297363
	Iteration 25Q: 3 clusters Score -2.148971e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184067 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -21489966.000000 Penalty: 6033.297363
	Iteration 26Q: 3 clusters Score -2.148997e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -21490270.000000 Penalty: 6033.297363
	Iteration 27Q: 3 clusters Score -2.149027e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185603 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -21490452.000000 Penalty: 6033.297363
	Iteration 28Q: 3 clusters Score -2.149045e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186186 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -21490672.000000 Penalty: 6033.297363
	Iteration 29Q: 3 clusters Score -2.149067e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -21490780.000000 Penalty: 6033.297363
	Iteration 30Q: 3 clusters Score -2.149078e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -21490854.000000 Penalty: 6033.297363
	Iteration 31Q: 3 clusters Score -2.149085e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187392 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -21490940.000000 Penalty: 6033.297363
	Iteration 32Q: 3 clusters Score -2.149094e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187666 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -21491000.000000 Penalty: 6033.297363
	Iteration 33Q: 3 clusters Score -2.1491e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187906 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -21491072.000000 Penalty: 6033.297363
	Iteration 34Q: 3 clusters Score -2.149107e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188113 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -21491080.000000 Penalty: 6033.297363
	Iteration 35Q: 3 clusters Score -2.149108e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188280 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -21491034.000000 Penalty: 6033.297363
	Iteration 36Q: 3 clusters Score -2.149103e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188450 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21491086.000000 Penalty: 6033.297363
	Iteration 37Q: 3 clusters Score -2.149109e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188599 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21491152.000000 Penalty: 6033.297363
	Iteration 38Q: 3 clusters Score -2.149115e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188717 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -21491144.000000 Penalty: 6033.297363
	Iteration 39Q: 3 clusters Score -2.149114e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188821 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -21491190.000000 Penalty: 6033.297363
	Iteration 40F: 3 clusters Score -2.149119e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188903 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -21491162.000000 Penalty: 6033.297363
	Iteration 41Q: 3 clusters Score -2.149116e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21491158.000000 Penalty: 6033.297363
	Iteration 42Q: 3 clusters Score -2.149116e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189021 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21491150.000000 Penalty: 6033.297363
	Iteration 43Q: 3 clusters Score -2.149115e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189062 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21491140.000000 Penalty: 6033.297363
	Iteration 44Q: 3 clusters Score -2.149114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -21491136.000000 Penalty: 6033.297363
	Iteration 45Q: 3 clusters Score -2.149114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189132 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -21491128.000000 Penalty: 6033.297363
	Iteration 46Q: 3 clusters Score -2.149113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189165 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21491148.000000 Penalty: 6033.297363
	Iteration 47Q: 3 clusters Score -2.149115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -21491162.000000 Penalty: 6033.297363
	Iteration 48Q: 3 clusters Score -2.149116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189234 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21491178.000000 Penalty: 6033.297363
	Iteration 49Q: 3 clusters Score -2.149118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189269 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21491200.000000 Penalty: 6033.297363
	Iteration 50Q: 3 clusters Score -2.14912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189292 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -21491216.000000 Penalty: 6033.297363
	Iteration 51Q: 3 clusters Score -2.149122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189316 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -21491220.000000 Penalty: 6033.297363
	Iteration 52Q: 3 clusters Score -2.149122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189340 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -21491236.000000 Penalty: 6033.297363
	Iteration 53Q: 3 clusters Score -2.149124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189355 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -21491234.000000 Penalty: 6033.297363
	Iteration 54Q: 3 clusters Score -2.149123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189371 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -21491260.000000 Penalty: 6033.297363
	Iteration 55Q: 3 clusters Score -2.149126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189382 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -21491260.000000 Penalty: 6033.297363
	Iteration 56Q: 3 clusters Score -2.149126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189392 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -21491244.000000 Penalty: 6033.297363
	Iteration 57Q: 3 clusters Score -2.149124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189401 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21491256.000000 Penalty: 6033.297363
	Iteration 58Q: 3 clusters Score -2.149126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189412 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21491260.000000 Penalty: 6033.297363
	Iteration 59Q: 3 clusters Score -2.149126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189425 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21491242.000000 Penalty: 6033.297363
	Iteration 60F: 3 clusters Score -2.149124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189437 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21491260.000000 Penalty: 6033.297363
	Iteration 61Q: 3 clusters Score -2.149126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189446 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21491270.000000 Penalty: 6033.297363
	Iteration 62Q: 3 clusters Score -2.149127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189452 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21491268.000000 Penalty: 6033.297363
	Iteration 63Q: 3 clusters Score -2.149127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189458 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21491254.000000 Penalty: 6033.297363
	Iteration 64Q: 3 clusters Score -2.149125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189463 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21491266.000000 Penalty: 6033.297363
	Iteration 65Q: 3 clusters Score -2.149127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189467 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21491278.000000 Penalty: 6033.297363
	Iteration 66Q: 3 clusters Score -2.149128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21491268.000000 Penalty: 6033.297363
	Iteration 67Q: 3 clusters Score -2.149127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189478 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21491254.000000 Penalty: 6033.297363
	Iteration 68Q: 3 clusters Score -2.149125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189482 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21491268.000000 Penalty: 6033.297363
	Iteration 69Q: 3 clusters Score -2.149127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189492 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21491258.000000 Penalty: 6033.297363
	Iteration 70Q: 3 clusters Score -2.149126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189502 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -21491272.000000 Penalty: 6033.297363
	Iteration 71Q: 3 clusters Score -2.149127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189509 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21491294.000000 Penalty: 6033.297363
	Iteration 72Q: 3 clusters Score -2.149129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189520 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21491280.000000 Penalty: 6033.297363
	Iteration 73Q: 3 clusters Score -2.149128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189524 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -21491288.000000 Penalty: 6033.297363
	Iteration 74Q: 3 clusters Score -2.149129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189527 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21491290.000000 Penalty: 6033.297363
	Iteration 75Q: 3 clusters Score -2.149129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189529 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21491292.000000 Penalty: 6033.297363
	Iteration 76Q: 3 clusters Score -2.149129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189530 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -21491294.000000 Penalty: 6033.297363
	Iteration 77Q: 3 clusters Score -2.149129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -21491306.000000 Penalty: 6033.297363
	Iteration 78Q: 3 clusters Score -2.149131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189532 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -21491294.000000 Penalty: 6033.297363
	Iteration 79Q: 3 clusters Score -2.149129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189534 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -21491290.000000 Penalty: 6033.297363
	Iteration 80F: 3 clusters Score -2.149129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189536 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21491300.000000 Penalty: 6033.297363
	Iteration 81Q: 3 clusters Score -2.14913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189538 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21491302.000000 Penalty: 6033.297363
	Iteration 82Q: 3 clusters Score -2.14913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189541 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -21491300.000000 Penalty: 6033.297363
	Iteration 83Q: 3 clusters Score -2.14913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189545 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21491300.000000 Penalty: 6033.297363
	Iteration 84Q: 3 clusters Score -2.14913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189545 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21491290.000000 Penalty: 6033.297363
	Iteration 85Q: 3 clusters Score -2.149129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189548 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -21491298.000000 Penalty: 6033.297363
	Iteration 86Q: 3 clusters Score -2.14913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189552 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -21491296.000000 Penalty: 6033.297363
	Iteration 87Q: 3 clusters Score -2.14913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189553 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -21491302.000000 Penalty: 6033.297363
	Iteration 88Q: 3 clusters Score -2.14913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189553 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -21491302.000000 Penalty: 6033.297363
	Iteration 89F: 3 clusters Score -2.14913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 38249 members 
Mstep: Class 5 contains 7385 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 147729 members 
Mstep: Class 8 contains 251404 members 
Mstep: Class 9 contains 8529 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39770 members 
Mstep: Class 13 contains 20573 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35918 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 191742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587664.000000 Penalty: 64059.687500
Iteration 359Q: 20 clusters Score -8.858766e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 10767 members 
Mstep: Class 4 contains 38253 members 
Mstep: Class 5 contains 7376 members 
Mstep: Class 6 contains 6473 members 
Mstep: Class 7 contains 148011 members 
Mstep: Class 8 contains 251413 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 10457 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39789 members 
Mstep: Class 13 contains 20591 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35907 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 191120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587664.000000 Penalty: 64059.687500
Iteration 360F: 20 clusters Score -8.858766e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 38269 members 
Mstep: Class 5 contains 7363 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 148289 members 
Mstep: Class 8 contains 251399 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39811 members 
Mstep: Class 13 contains 20612 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35894 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 190510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587576.000000 Penalty: 64059.687500
Iteration 361Q: 20 clusters Score -8.858758e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 11301 members 
Mstep: Class 4 contains 38279 members 
Mstep: Class 5 contains 7350 members 
Mstep: Class 6 contains 6475 members 
Mstep: Class 7 contains 148587 members 
Mstep: Class 8 contains 251394 members 
Mstep: Class 9 contains 8556 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39827 members 
Mstep: Class 13 contains 20628 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35887 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 19 contains 3105 members 
Mstep: Class 20 contains 189908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587472.000000 Penalty: 64059.687500
Iteration 362Q: 20 clusters Score -8.858747e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 11573 members 
Mstep: Class 4 contains 38296 members 
Mstep: Class 5 contains 7334 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 148898 members 
Mstep: Class 8 contains 251343 members 
Mstep: Class 9 contains 8556 members 
Mstep: Class 10 contains 10471 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39835 members 
Mstep: Class 13 contains 20644 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35888 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 189338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587496.000000 Penalty: 64059.687500
Iteration 363Q: 20 clusters Score -8.85875e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 11832 members 
Mstep: Class 4 contains 38316 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 6473 members 
Mstep: Class 7 contains 149174 members 
Mstep: Class 8 contains 251324 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39855 members 
Mstep: Class 13 contains 20665 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35892 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 188763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587688.000000 Penalty: 64059.687500
Iteration 364Q: 20 clusters Score -8.858769e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 38323 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 149440 members 
Mstep: Class 8 contains 251315 members 
Mstep: Class 9 contains 8558 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39873 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35891 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 188190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587888.000000 Penalty: 64059.687500
Iteration 365Q: 20 clusters Score -8.858789e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 12328 members 
Mstep: Class 4 contains 38328 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 149722 members 
Mstep: Class 8 contains 251286 members 
Mstep: Class 9 contains 8554 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39893 members 
Mstep: Class 13 contains 20730 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35894 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 19 contains 3006 members 
Mstep: Class 20 contains 187635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587720.000000 Penalty: 64059.687500
Iteration 366Q: 20 clusters Score -8.858772e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 12560 members 
Mstep: Class 4 contains 38340 members 
Mstep: Class 5 contains 7293 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 150017 members 
Mstep: Class 8 contains 251267 members 
Mstep: Class 9 contains 8547 members 
Mstep: Class 10 contains 10465 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39918 members 
Mstep: Class 13 contains 20753 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35902 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 19 contains 2989 members 
Mstep: Class 20 contains 187053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587792.000000 Penalty: 64059.687500
Iteration 367Q: 20 clusters Score -8.858779e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 12801 members 
Mstep: Class 4 contains 38344 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 6468 members 
Mstep: Class 7 contains 150324 members 
Mstep: Class 8 contains 251249 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39933 members 
Mstep: Class 13 contains 20774 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35899 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 186470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587744.000000 Penalty: 64059.687500
Iteration 368Q: 20 clusters Score -8.858774e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 38341 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 150637 members 
Mstep: Class 8 contains 251258 members 
Mstep: Class 9 contains 8547 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39941 members 
Mstep: Class 13 contains 20795 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35904 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 185841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587784.000000 Penalty: 64059.687500
Iteration 369Q: 20 clusters Score -8.858778e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 13294 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 7261 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 150918 members 
Mstep: Class 8 contains 251245 members 
Mstep: Class 9 contains 8544 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39963 members 
Mstep: Class 13 contains 20824 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35899 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 185219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587944.000000 Penalty: 64059.687500
Iteration 370Q: 20 clusters Score -8.858794e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 13540 members 
Mstep: Class 4 contains 38353 members 
Mstep: Class 5 contains 7254 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 151217 members 
Mstep: Class 8 contains 251225 members 
Mstep: Class 9 contains 8542 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39975 members 
Mstep: Class 13 contains 20840 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35890 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 184612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587944.000000 Penalty: 64059.687500
Iteration 371Q: 20 clusters Score -8.858794e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 13771 members 
Mstep: Class 4 contains 38364 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 151558 members 
Mstep: Class 8 contains 251190 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 39986 members 
Mstep: Class 13 contains 20859 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35875 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 184010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587840.000000 Penalty: 64059.687500
Iteration 372Q: 20 clusters Score -8.858784e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 38380 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 151881 members 
Mstep: Class 8 contains 251161 members 
Mstep: Class 9 contains 8558 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40006 members 
Mstep: Class 13 contains 20879 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35861 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 183410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588000.000000 Penalty: 64059.687500
Iteration 373Q: 20 clusters Score -8.8588e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 14215 members 
Mstep: Class 4 contains 38391 members 
Mstep: Class 5 contains 7226 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 152204 members 
Mstep: Class 8 contains 251166 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40020 members 
Mstep: Class 13 contains 20900 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35850 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 182817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588144.000000 Penalty: 64059.687500
Iteration 374Q: 20 clusters Score -8.858814e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 38403 members 
Mstep: Class 5 contains 7215 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 152553 members 
Mstep: Class 8 contains 251149 members 
Mstep: Class 9 contains 8571 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40028 members 
Mstep: Class 13 contains 20925 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35835 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 182222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588008.000000 Penalty: 64059.687500
Iteration 375Q: 20 clusters Score -8.858801e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 14664 members 
Mstep: Class 4 contains 38413 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 152889 members 
Mstep: Class 8 contains 251136 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40032 members 
Mstep: Class 13 contains 20956 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35833 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 181614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588072.000000 Penalty: 64059.687500
Iteration 376Q: 20 clusters Score -8.858807e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 4 contains 38417 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 153189 members 
Mstep: Class 8 contains 251137 members 
Mstep: Class 9 contains 8586 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40038 members 
Mstep: Class 13 contains 20995 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35823 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 181041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588112.000000 Penalty: 64059.687500
Iteration 377Q: 20 clusters Score -8.858811e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 4 contains 38419 members 
Mstep: Class 5 contains 7178 members 
Mstep: Class 6 contains 6481 members 
Mstep: Class 7 contains 153537 members 
Mstep: Class 8 contains 251127 members 
Mstep: Class 9 contains 8582 members 
Mstep: Class 10 contains 10507 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40044 members 
Mstep: Class 13 contains 21029 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35808 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 180467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588224.000000 Penalty: 64059.687500
Iteration 378Q: 20 clusters Score -8.858822e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 38428 members 
Mstep: Class 5 contains 7166 members 
Mstep: Class 6 contains 6488 members 
Mstep: Class 7 contains 153871 members 
Mstep: Class 8 contains 251097 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 10517 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40034 members 
Mstep: Class 13 contains 21050 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35780 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 179919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588352.000000 Penalty: 64059.687500
Iteration 379Q: 20 clusters Score -8.858835e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 38433 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 6484 members 
Mstep: Class 7 contains 154229 members 
Mstep: Class 8 contains 251042 members 
Mstep: Class 9 contains 8573 members 
Mstep: Class 10 contains 10520 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40041 members 
Mstep: Class 13 contains 21068 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35761 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 179392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588400.000000 Penalty: 64059.687500
Iteration 380F: 20 clusters Score -8.85884e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 15665 members 
Mstep: Class 4 contains 38446 members 
Mstep: Class 5 contains 7138 members 
Mstep: Class 6 contains 6486 members 
Mstep: Class 7 contains 154600 members 
Mstep: Class 8 contains 250993 members 
Mstep: Class 9 contains 8564 members 
Mstep: Class 10 contains 10522 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40044 members 
Mstep: Class 13 contains 21092 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35743 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 178838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588200.000000 Penalty: 64059.687500
Iteration 381Q: 20 clusters Score -8.85882e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 15865 members 
Mstep: Class 4 contains 38452 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 154996 members 
Mstep: Class 8 contains 250948 members 
Mstep: Class 9 contains 8553 members 
Mstep: Class 10 contains 10527 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40053 members 
Mstep: Class 13 contains 21126 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35718 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 178252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588224.000000 Penalty: 64059.687500
Iteration 382Q: 20 clusters Score -8.858822e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 16091 members 
Mstep: Class 4 contains 38452 members 
Mstep: Class 5 contains 7112 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 155375 members 
Mstep: Class 8 contains 250892 members 
Mstep: Class 9 contains 8544 members 
Mstep: Class 10 contains 10544 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40067 members 
Mstep: Class 13 contains 21163 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35687 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 177648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588072.000000 Penalty: 64059.687500
Iteration 383Q: 20 clusters Score -8.858807e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 16281 members 
Mstep: Class 4 contains 38459 members 
Mstep: Class 5 contains 7098 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 155746 members 
Mstep: Class 8 contains 250856 members 
Mstep: Class 9 contains 8541 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40070 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35648 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 177088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588008.000000 Penalty: 64059.687500
Iteration 384Q: 20 clusters Score -8.858801e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 16469 members 
Mstep: Class 4 contains 38460 members 
Mstep: Class 5 contains 7084 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 156095 members 
Mstep: Class 8 contains 250806 members 
Mstep: Class 9 contains 8530 members 
Mstep: Class 10 contains 10562 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40076 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35617 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 176566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588032.000000 Penalty: 64059.687500
Iteration 385Q: 20 clusters Score -8.858803e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 16650 members 
Mstep: Class 4 contains 38459 members 
Mstep: Class 5 contains 7068 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 7 contains 156416 members 
Mstep: Class 8 contains 250754 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 10562 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40083 members 
Mstep: Class 13 contains 21218 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35588 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 176079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587992.000000 Penalty: 64059.687500
Iteration 386Q: 20 clusters Score -8.858799e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 16827 members 
Mstep: Class 4 contains 38460 members 
Mstep: Class 5 contains 7054 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 7 contains 156748 members 
Mstep: Class 8 contains 250680 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 10557 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40084 members 
Mstep: Class 13 contains 21237 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35580 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 175615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587928.000000 Penalty: 64059.687500
Iteration 387Q: 20 clusters Score -8.858793e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 17001 members 
Mstep: Class 4 contains 38462 members 
Mstep: Class 5 contains 7037 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 7 contains 157067 members 
Mstep: Class 8 contains 250612 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 10556 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40071 members 
Mstep: Class 13 contains 21258 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35564 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 175178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587848.000000 Penalty: 64059.687500
Iteration 388Q: 20 clusters Score -8.858785e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 38477 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 157409 members 
Mstep: Class 8 contains 250472 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 10557 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40069 members 
Mstep: Class 13 contains 21277 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35555 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 174736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587888.000000 Penalty: 64059.687500
Iteration 389Q: 20 clusters Score -8.858789e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 17353 members 
Mstep: Class 4 contains 38502 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 157752 members 
Mstep: Class 8 contains 250371 members 
Mstep: Class 9 contains 8505 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40067 members 
Mstep: Class 13 contains 21292 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35541 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 19 contains 2416 members 
Mstep: Class 20 contains 174303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587968.000000 Penalty: 64059.687500
Iteration 390Q: 20 clusters Score -8.858797e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 17491 members 
Mstep: Class 4 contains 38532 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 6508 members 
Mstep: Class 7 contains 158129 members 
Mstep: Class 8 contains 250238 members 
Mstep: Class 9 contains 8506 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40069 members 
Mstep: Class 13 contains 21311 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35532 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 173868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588016.000000 Penalty: 64059.687500
Iteration 391Q: 20 clusters Score -8.858802e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 17639 members 
Mstep: Class 4 contains 38548 members 
Mstep: Class 5 contains 6948 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 7 contains 158471 members 
Mstep: Class 8 contains 250128 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 10549 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 40070 members 
Mstep: Class 13 contains 21324 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35518 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 19 contains 2384 members 
Mstep: Class 20 contains 173464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588216.000000 Penalty: 64059.687500
Iteration 392Q: 20 clusters Score -8.858822e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 17767 members 
Mstep: Class 4 contains 38577 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 6488 members 
Mstep: Class 7 contains 158777 members 
Mstep: Class 8 contains 250006 members 
Mstep: Class 9 contains 8482 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40073 members 
Mstep: Class 13 contains 21339 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35507 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 173112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3361.752197 but Gain 3371.562500
Score: -88588264.000000 Penalty: 60688.125000
Iteration 393Q: 19 clusters Score -8.858826e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 17897 members 
Mstep: Class 4 contains 38607 members 
Mstep: Class 5 contains 6898 members 
Mstep: Class 6 contains 6493 members 
Mstep: Class 7 contains 159241 members 
Mstep: Class 8 contains 249968 members 
Mstep: Class 9 contains 8473 members 
Mstep: Class 10 contains 10562 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40085 members 
Mstep: Class 13 contains 21358 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35497 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 174845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590616.000000 Penalty: 60688.125000
Iteration 394Q: 19 clusters Score -8.859062e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 38624 members 
Mstep: Class 5 contains 6882 members 
Mstep: Class 6 contains 6505 members 
Mstep: Class 7 contains 159439 members 
Mstep: Class 8 contains 249856 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 10583 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40090 members 
Mstep: Class 13 contains 21388 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35477 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 174502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590592.000000 Penalty: 60688.125000
Iteration 395Q: 19 clusters Score -8.859059e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18217 members 
Mstep: Class 4 contains 38639 members 
Mstep: Class 5 contains 6859 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 159640 members 
Mstep: Class 8 contains 249839 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40083 members 
Mstep: Class 13 contains 21417 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35458 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 174081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590552.000000 Penalty: 60688.125000
Iteration 396Q: 19 clusters Score -8.859055e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18376 members 
Mstep: Class 4 contains 38662 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 6520 members 
Mstep: Class 7 contains 159865 members 
Mstep: Class 8 contains 249817 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40077 members 
Mstep: Class 13 contains 21452 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35431 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 173666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590696.000000 Penalty: 60688.125000
Iteration 397Q: 19 clusters Score -8.85907e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18503 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 160079 members 
Mstep: Class 8 contains 249789 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 10607 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40078 members 
Mstep: Class 13 contains 21485 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35405 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 173284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590680.000000 Penalty: 60688.125000
Iteration 398Q: 19 clusters Score -8.859068e+07 nChanged 1050
Entering ConstructFrom: 
Score: -88590680.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (28352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Entering Unmasked Estep 
Score: -3206854.250000 Penalty: 2542.608398
	Iteration 0F: 2 clusters Score -3206854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3187463.250000 Penalty: 5085.216797
	Iteration 0F: 3 clusters Score -3187463 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3194140.250000 Penalty: 5085.216797
	Iteration 1F: 3 clusters Score -3194140 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3194626.250000 Penalty: 5085.216797
	Iteration 2Q: 3 clusters Score -3194626 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3195285.250000 Penalty: 5085.216797
	Iteration 3Q: 3 clusters Score -3195285 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3196216.500000 Penalty: 5085.216797
	Iteration 4Q: 3 clusters Score -3196216 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3197254.750000 Penalty: 5085.216797
	Iteration 5F: 3 clusters Score -3197255 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3198216.750000 Penalty: 5085.216797
	Iteration 6F: 3 clusters Score -3198217 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3199144.250000 Penalty: 5085.216797
	Iteration 7F: 3 clusters Score -3199144 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3200213.000000 Penalty: 5085.216797
	Iteration 8F: 3 clusters Score -3200213 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3201321.000000 Penalty: 5085.216797
	Iteration 9F: 3 clusters Score -3201321 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3202340.750000 Penalty: 5085.216797
	Iteration 10F: 3 clusters Score -3202341 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3203027.250000 Penalty: 5085.216797
	Iteration 11Q: 3 clusters Score -3203027 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3203454.500000 Penalty: 5085.216797
	Iteration 12Q: 3 clusters Score -3203454 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3203779.500000 Penalty: 5085.216797
	Iteration 13Q: 3 clusters Score -3203780 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3203979.000000 Penalty: 5085.216797
	Iteration 14Q: 3 clusters Score -3203979 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3204142.500000 Penalty: 5085.216797
	Iteration 15Q: 3 clusters Score -3204142 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3204282.500000 Penalty: 5085.216797
	Iteration 16Q: 3 clusters Score -3204282 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3204400.500000 Penalty: 5085.216797
	Iteration 17Q: 3 clusters Score -3204400 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3204510.000000 Penalty: 5085.216797
	Iteration 18Q: 3 clusters Score -3204510 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3204610.500000 Penalty: 5085.216797
	Iteration 19Q: 3 clusters Score -3204610 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3204711.000000 Penalty: 5085.216797
	Iteration 20F: 3 clusters Score -3204711 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3204788.000000 Penalty: 5085.216797
	Iteration 21Q: 3 clusters Score -3204788 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3204883.000000 Penalty: 5085.216797
	Iteration 22Q: 3 clusters Score -3204883 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3204931.250000 Penalty: 5085.216797
	Iteration 23Q: 3 clusters Score -3204931 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3204982.750000 Penalty: 5085.216797
	Iteration 24Q: 3 clusters Score -3204983 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3205033.750000 Penalty: 5085.216797
	Iteration 25Q: 3 clusters Score -3205034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3205078.500000 Penalty: 5085.216797
	Iteration 26Q: 3 clusters Score -3205078 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3205110.750000 Penalty: 5085.216797
	Iteration 27Q: 3 clusters Score -3205111 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3205142.500000 Penalty: 5085.216797
	Iteration 28Q: 3 clusters Score -3205142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3205179.500000 Penalty: 5085.216797
	Iteration 29Q: 3 clusters Score -3205180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3205210.750000 Penalty: 5085.216797
	Iteration 30Q: 3 clusters Score -3205211 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3205249.000000 Penalty: 5085.216797
	Iteration 31Q: 3 clusters Score -3205249 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3205275.250000 Penalty: 5085.216797
	Iteration 32Q: 3 clusters Score -3205275 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3205294.000000 Penalty: 5085.216797
	Iteration 33Q: 3 clusters Score -3205294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3205324.000000 Penalty: 5085.216797
	Iteration 34Q: 3 clusters Score -3205324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3205352.750000 Penalty: 5085.216797
	Iteration 35Q: 3 clusters Score -3205353 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3205380.000000 Penalty: 5085.216797
	Iteration 36Q: 3 clusters Score -3205380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3205412.750000 Penalty: 5085.216797
	Iteration 37Q: 3 clusters Score -3205413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3205429.250000 Penalty: 5085.216797
	Iteration 38Q: 3 clusters Score -3205429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3205446.000000 Penalty: 5085.216797
	Iteration 39Q: 3 clusters Score -3205446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3205479.750000 Penalty: 5085.216797
	Iteration 40F: 3 clusters Score -3205480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3205493.750000 Penalty: 5085.216797
	Iteration 41Q: 3 clusters Score -3205494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3205498.500000 Penalty: 5085.216797
	Iteration 42Q: 3 clusters Score -3205498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3205530.000000 Penalty: 5085.216797
	Iteration 43Q: 3 clusters Score -3205530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3205550.250000 Penalty: 5085.216797
	Iteration 44Q: 3 clusters Score -3205550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3205566.750000 Penalty: 5085.216797
	Iteration 45Q: 3 clusters Score -3205567 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3205572.250000 Penalty: 5085.216797
	Iteration 46Q: 3 clusters Score -3205572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3205582.000000 Penalty: 5085.216797
	Iteration 47Q: 3 clusters Score -3205582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3205597.750000 Penalty: 5085.216797
	Iteration 48Q: 3 clusters Score -3205598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3205603.500000 Penalty: 5085.216797
	Iteration 49Q: 3 clusters Score -3205604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3205612.000000 Penalty: 5085.216797
	Iteration 50Q: 3 clusters Score -3205612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3205615.750000 Penalty: 5085.216797
	Iteration 51Q: 3 clusters Score -3205616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3205635.000000 Penalty: 5085.216797
	Iteration 52Q: 3 clusters Score -3205635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3205637.000000 Penalty: 5085.216797
	Iteration 53Q: 3 clusters Score -3205637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3205646.500000 Penalty: 5085.216797
	Iteration 54Q: 3 clusters Score -3205646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3205661.750000 Penalty: 5085.216797
	Iteration 55Q: 3 clusters Score -3205662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3205664.750000 Penalty: 5085.216797
	Iteration 56Q: 3 clusters Score -3205665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3205679.750000 Penalty: 5085.216797
	Iteration 57Q: 3 clusters Score -3205680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3205679.750000 Penalty: 5085.216797
	Iteration 58Q: 3 clusters Score -3205680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3205683.000000 Penalty: 5085.216797
	Iteration 59Q: 3 clusters Score -3205683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3205700.250000 Penalty: 5085.216797
	Iteration 60F: 3 clusters Score -3205700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3205702.750000 Penalty: 5085.216797
	Iteration 61Q: 3 clusters Score -3205703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3205714.000000 Penalty: 5085.216797
	Iteration 62Q: 3 clusters Score -3205714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3205718.000000 Penalty: 5085.216797
	Iteration 63Q: 3 clusters Score -3205718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3205727.250000 Penalty: 5085.216797
	Iteration 64Q: 3 clusters Score -3205727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3205737.500000 Penalty: 5085.216797
	Iteration 65Q: 3 clusters Score -3205738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3205741.750000 Penalty: 5085.216797
	Iteration 66Q: 3 clusters Score -3205742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3205746.500000 Penalty: 5085.216797
	Iteration 67Q: 3 clusters Score -3205746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3205741.500000 Penalty: 5085.216797
	Iteration 68Q: 3 clusters Score -3205742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3205745.500000 Penalty: 5085.216797
	Iteration 69Q: 3 clusters Score -3205746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3205748.250000 Penalty: 5085.216797
	Iteration 70Q: 3 clusters Score -3205748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3205750.250000 Penalty: 5085.216797
	Iteration 71Q: 3 clusters Score -3205750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3205746.500000 Penalty: 5085.216797
	Iteration 72Q: 3 clusters Score -3205746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3205744.250000 Penalty: 5085.216797
	Iteration 73Q: 3 clusters Score -3205744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3205747.750000 Penalty: 5085.216797
	Iteration 74Q: 3 clusters Score -3205748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3205744.000000 Penalty: 5085.216797
	Iteration 75Q: 3 clusters Score -3205744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3205745.250000 Penalty: 5085.216797
	Iteration 76Q: 3 clusters Score -3205745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3205751.250000 Penalty: 5085.216797
	Iteration 77Q: 3 clusters Score -3205751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3205747.000000 Penalty: 5085.216797
	Iteration 78Q: 3 clusters Score -3205747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3205747.750000 Penalty: 5085.216797
	Iteration 79Q: 3 clusters Score -3205748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3205747.750000 Penalty: 5085.216797
	Iteration 80F: 3 clusters Score -3205748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -89841.507812 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -89841.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88001.156250 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -88001.16 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88270.843750 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -88270.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88362.156250 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -88362.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88412.625000 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -88412.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88456.125000 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -88456.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88474.070312 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -88474.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88479.546875 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -88479.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88483.320312 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -88483.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88487.367188 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -88487.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88493.773438 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -88493.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88504.015625 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -88504.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88507.414062 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -88507.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88510.617188 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -88510.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88513.648438 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -88513.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88522.929688 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -88522.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88534.046875 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -88534.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88543.343750 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -88543.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88545.664062 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -88545.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88546.257812 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -88546.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88546.617188 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -88546.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88547.945312 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -88547.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Entering Unmasked Estep 
Score: -2128652.000000 Penalty: 2438.560059
	Iteration 0F: 2 clusters Score -2128652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2115485.750000 Penalty: 4877.120117
	Iteration 0F: 3 clusters Score -2115486 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2119893.500000 Penalty: 4877.120117
	Iteration 1F: 3 clusters Score -2119894 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2120312.500000 Penalty: 4877.120117
	Iteration 2F: 3 clusters Score -2120312 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2120741.250000 Penalty: 4877.120117
	Iteration 3Q: 3 clusters Score -2120741 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2121164.750000 Penalty: 4877.120117
	Iteration 4Q: 3 clusters Score -2121165 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2121647.000000 Penalty: 4877.120117
	Iteration 5Q: 3 clusters Score -2121647 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2122175.500000 Penalty: 4877.120117
	Iteration 6Q: 3 clusters Score -2122176 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2122700.000000 Penalty: 4877.120117
	Iteration 7Q: 3 clusters Score -2122700 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2123195.250000 Penalty: 4877.120117
	Iteration 8Q: 3 clusters Score -2123195 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2123685.250000 Penalty: 4877.120117
	Iteration 9Q: 3 clusters Score -2123685 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2124109.250000 Penalty: 4877.120117
	Iteration 10Q: 3 clusters Score -2124109 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2124448.250000 Penalty: 4877.120117
	Iteration 11Q: 3 clusters Score -2124448 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2124747.000000 Penalty: 4877.120117
	Iteration 12Q: 3 clusters Score -2124747 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2124970.000000 Penalty: 4877.120117
	Iteration 13Q: 3 clusters Score -2124970 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2125134.750000 Penalty: 4877.120117
	Iteration 14Q: 3 clusters Score -2125135 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2125244.750000 Penalty: 4877.120117
	Iteration 15Q: 3 clusters Score -2125245 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2125330.500000 Penalty: 4877.120117
	Iteration 16Q: 3 clusters Score -2125330 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2125400.000000 Penalty: 4877.120117
	Iteration 17Q: 3 clusters Score -2125400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2125464.000000 Penalty: 4877.120117
	Iteration 18Q: 3 clusters Score -2125464 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2125508.250000 Penalty: 4877.120117
	Iteration 19Q: 3 clusters Score -2125508 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2125570.500000 Penalty: 4877.120117
	Iteration 20F: 3 clusters Score -2125570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2125636.250000 Penalty: 4877.120117
	Iteration 21Q: 3 clusters Score -2125636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2125701.750000 Penalty: 4877.120117
	Iteration 22Q: 3 clusters Score -2125702 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2125773.500000 Penalty: 4877.120117
	Iteration 23Q: 3 clusters Score -2125774 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2125835.250000 Penalty: 4877.120117
	Iteration 24Q: 3 clusters Score -2125835 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2125876.500000 Penalty: 4877.120117
	Iteration 25Q: 3 clusters Score -2125876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2125913.750000 Penalty: 4877.120117
	Iteration 26Q: 3 clusters Score -2125914 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2125946.000000 Penalty: 4877.120117
	Iteration 27Q: 3 clusters Score -2125946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2125977.250000 Penalty: 4877.120117
	Iteration 28Q: 3 clusters Score -2125977 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2125999.250000 Penalty: 4877.120117
	Iteration 29Q: 3 clusters Score -2125999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2126026.250000 Penalty: 4877.120117
	Iteration 30Q: 3 clusters Score -2126026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2126056.250000 Penalty: 4877.120117
	Iteration 31Q: 3 clusters Score -2126056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2126073.000000 Penalty: 4877.120117
	Iteration 32Q: 3 clusters Score -2126073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2126094.000000 Penalty: 4877.120117
	Iteration 33Q: 3 clusters Score -2126094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2126121.500000 Penalty: 4877.120117
	Iteration 34Q: 3 clusters Score -2126122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2126149.500000 Penalty: 4877.120117
	Iteration 35Q: 3 clusters Score -2126150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2126169.000000 Penalty: 4877.120117
	Iteration 36Q: 3 clusters Score -2126169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2126190.250000 Penalty: 4877.120117
	Iteration 37Q: 3 clusters Score -2126190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2126223.000000 Penalty: 4877.120117
	Iteration 38Q: 3 clusters Score -2126223 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2126249.000000 Penalty: 4877.120117
	Iteration 39Q: 3 clusters Score -2126249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2126276.250000 Penalty: 4877.120117
	Iteration 40F: 3 clusters Score -2126276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2126301.500000 Penalty: 4877.120117
	Iteration 41Q: 3 clusters Score -2126302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2126333.500000 Penalty: 4877.120117
	Iteration 42Q: 3 clusters Score -2126334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2126361.500000 Penalty: 4877.120117
	Iteration 43Q: 3 clusters Score -2126362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2126392.250000 Penalty: 4877.120117
	Iteration 44Q: 3 clusters Score -2126392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2126419.500000 Penalty: 4877.120117
	Iteration 45Q: 3 clusters Score -2126420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2126444.000000 Penalty: 4877.120117
	Iteration 46Q: 3 clusters Score -2126444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2126461.500000 Penalty: 4877.120117
	Iteration 47Q: 3 clusters Score -2126462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2126468.750000 Penalty: 4877.120117
	Iteration 48Q: 3 clusters Score -2126469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2126477.750000 Penalty: 4877.120117
	Iteration 49Q: 3 clusters Score -2126478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2126488.750000 Penalty: 4877.120117
	Iteration 50Q: 3 clusters Score -2126489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2126499.500000 Penalty: 4877.120117
	Iteration 51Q: 3 clusters Score -2126500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2126499.250000 Penalty: 4877.120117
	Iteration 52Q: 3 clusters Score -2126499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2126506.250000 Penalty: 4877.120117
	Iteration 53Q: 3 clusters Score -2126506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2126513.500000 Penalty: 4877.120117
	Iteration 54Q: 3 clusters Score -2126514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2126520.000000 Penalty: 4877.120117
	Iteration 55Q: 3 clusters Score -2126520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2126524.250000 Penalty: 4877.120117
	Iteration 56Q: 3 clusters Score -2126524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2126528.500000 Penalty: 4877.120117
	Iteration 57Q: 3 clusters Score -2126528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2126529.000000 Penalty: 4877.120117
	Iteration 58Q: 3 clusters Score -2126529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2126535.000000 Penalty: 4877.120117
	Iteration 59Q: 3 clusters Score -2126535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2126540.000000 Penalty: 4877.120117
	Iteration 60F: 3 clusters Score -2126540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2126544.500000 Penalty: 4877.120117
	Iteration 61Q: 3 clusters Score -2126544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2126552.000000 Penalty: 4877.120117
	Iteration 62Q: 3 clusters Score -2126552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2126551.750000 Penalty: 4877.120117
	Iteration 63Q: 3 clusters Score -2126552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2126556.750000 Penalty: 4877.120117
	Iteration 64Q: 3 clusters Score -2126557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2126561.500000 Penalty: 4877.120117
	Iteration 65Q: 3 clusters Score -2126562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2126566.250000 Penalty: 4877.120117
	Iteration 66Q: 3 clusters Score -2126566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2126567.250000 Penalty: 4877.120117
	Iteration 67Q: 3 clusters Score -2126567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2126569.000000 Penalty: 4877.120117
	Iteration 68Q: 3 clusters Score -2126569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2126573.750000 Penalty: 4877.120117
	Iteration 69Q: 3 clusters Score -2126574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2126573.250000 Penalty: 4877.120117
	Iteration 70Q: 3 clusters Score -2126573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2126576.000000 Penalty: 4877.120117
	Iteration 71Q: 3 clusters Score -2126576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2126576.250000 Penalty: 4877.120117
	Iteration 72Q: 3 clusters Score -2126576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2126578.750000 Penalty: 4877.120117
	Iteration 73Q: 3 clusters Score -2126579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2126577.000000 Penalty: 4877.120117
	Iteration 74Q: 3 clusters Score -2126577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2126577.250000 Penalty: 4877.120117
	Iteration 75Q: 3 clusters Score -2126577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2126577.750000 Penalty: 4877.120117
	Iteration 76Q: 3 clusters Score -2126578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2126577.750000 Penalty: 4877.120117
	Iteration 77F: 3 clusters Score -2126578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Entering Unmasked Estep 
Score: -4279524.500000 Penalty: 2619.950684
	Iteration 0F: 2 clusters Score -4279524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4253412.000000 Penalty: 5239.901367
	Iteration 0F: 3 clusters Score -4253412 nChanged 17523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4262953.500000 Penalty: 5239.901367
	Iteration 1F: 3 clusters Score -4262954 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4263440.500000 Penalty: 5239.901367
	Iteration 2Q: 3 clusters Score -4263440 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4263934.500000 Penalty: 5239.901367
	Iteration 3Q: 3 clusters Score -4263934 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4264425.500000 Penalty: 5239.901367
	Iteration 4Q: 3 clusters Score -4264426 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4264904.000000 Penalty: 5239.901367
	Iteration 5Q: 3 clusters Score -4264904 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4265363.000000 Penalty: 5239.901367
	Iteration 6Q: 3 clusters Score -4265363 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4265757.500000 Penalty: 5239.901367
	Iteration 7Q: 3 clusters Score -4265758 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4266064.000000 Penalty: 5239.901367
	Iteration 8Q: 3 clusters Score -4266064 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4266336.500000 Penalty: 5239.901367
	Iteration 9Q: 3 clusters Score -4266336 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -4266526.500000 Penalty: 5239.901367
	Iteration 10Q: 3 clusters Score -4266526 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4266723.000000 Penalty: 5239.901367
	Iteration 11Q: 3 clusters Score -4266723 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4266890.000000 Penalty: 5239.901367
	Iteration 12Q: 3 clusters Score -4266890 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4267079.000000 Penalty: 5239.901367
	Iteration 13Q: 3 clusters Score -4267079 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4267263.000000 Penalty: 5239.901367
	Iteration 14Q: 3 clusters Score -4267263 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4267440.000000 Penalty: 5239.901367
	Iteration 15Q: 3 clusters Score -4267440 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4267662.500000 Penalty: 5239.901367
	Iteration 16Q: 3 clusters Score -4267662 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -4267927.500000 Penalty: 5239.901367
	Iteration 17Q: 3 clusters Score -4267928 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4268371.000000 Penalty: 5239.901367
	Iteration 18Q: 3 clusters Score -4268371 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4269056.500000 Penalty: 5239.901367
	Iteration 19Q: 3 clusters Score -4269056 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4269953.500000 Penalty: 5239.901367
	Iteration 20F: 3 clusters Score -4269954 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -4270781.000000 Penalty: 5239.901367
	Iteration 21Q: 3 clusters Score -4270781 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -4271413.500000 Penalty: 5239.901367
	Iteration 22Q: 3 clusters Score -4271414 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -4271891.500000 Penalty: 5239.901367
	Iteration 23Q: 3 clusters Score -4271892 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4272350.500000 Penalty: 5239.901367
	Iteration 24Q: 3 clusters Score -4272350 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4272758.500000 Penalty: 5239.901367
	Iteration 25Q: 3 clusters Score -4272758 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4273128.000000 Penalty: 5239.901367
	Iteration 26Q: 3 clusters Score -4273128 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4273556.000000 Penalty: 5239.901367
	Iteration 27Q: 3 clusters Score -4273556 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4273970.500000 Penalty: 5239.901367
	Iteration 28Q: 3 clusters Score -4273970 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4274428.500000 Penalty: 5239.901367
	Iteration 29Q: 3 clusters Score -4274428 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4274881.500000 Penalty: 5239.901367
	Iteration 30Q: 3 clusters Score -4274882 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4275292.000000 Penalty: 5239.901367
	Iteration 31Q: 3 clusters Score -4275292 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4275700.500000 Penalty: 5239.901367
	Iteration 32Q: 3 clusters Score -4275700 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -4276051.500000 Penalty: 5239.901367
	Iteration 33Q: 3 clusters Score -4276052 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4276353.000000 Penalty: 5239.901367
	Iteration 34Q: 3 clusters Score -4276353 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4276591.500000 Penalty: 5239.901367
	Iteration 35Q: 3 clusters Score -4276592 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4276779.000000 Penalty: 5239.901367
	Iteration 36Q: 3 clusters Score -4276779 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4276929.500000 Penalty: 5239.901367
	Iteration 37Q: 3 clusters Score -4276930 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4277036.500000 Penalty: 5239.901367
	Iteration 38Q: 3 clusters Score -4277036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4277110.500000 Penalty: 5239.901367
	Iteration 39Q: 3 clusters Score -4277110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4277154.000000 Penalty: 5239.901367
	Iteration 40F: 3 clusters Score -4277154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4277194.500000 Penalty: 5239.901367
	Iteration 41Q: 3 clusters Score -4277194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4277223.000000 Penalty: 5239.901367
	Iteration 42Q: 3 clusters Score -4277223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -4277258.000000 Penalty: 5239.901367
	Iteration 43Q: 3 clusters Score -4277258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4277260.000000 Penalty: 5239.901367
	Iteration 44Q: 3 clusters Score -4277260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4277272.500000 Penalty: 5239.901367
	Iteration 45Q: 3 clusters Score -4277272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4277287.000000 Penalty: 5239.901367
	Iteration 46Q: 3 clusters Score -4277287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4277303.000000 Penalty: 5239.901367
	Iteration 47Q: 3 clusters Score -4277303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4277312.500000 Penalty: 5239.901367
	Iteration 48Q: 3 clusters Score -4277312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -4277312.500000 Penalty: 5239.901367
	Iteration 49Q: 3 clusters Score -4277312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4277322.000000 Penalty: 5239.901367
	Iteration 50Q: 3 clusters Score -4277322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -4277324.000000 Penalty: 5239.901367
	Iteration 51Q: 3 clusters Score -4277324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4277326.500000 Penalty: 5239.901367
	Iteration 52Q: 3 clusters Score -4277326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -4277325.500000 Penalty: 5239.901367
	Iteration 53Q: 3 clusters Score -4277326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4277328.000000 Penalty: 5239.901367
	Iteration 54Q: 3 clusters Score -4277328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4277328.000000 Penalty: 5239.901367
	Iteration 55F: 3 clusters Score -4277328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Entering Unmasked Estep 
Score: -729444.000000 Penalty: 2187.276855
	Iteration 0F: 2 clusters Score -729444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -723846.125000 Penalty: 4374.553711
	Iteration 0F: 3 clusters Score -723846.1 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -725239.187500 Penalty: 4374.553711
	Iteration 1F: 3 clusters Score -725239.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -725475.812500 Penalty: 4374.553711
	Iteration 2F: 3 clusters Score -725475.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -725640.687500 Penalty: 4374.553711
	Iteration 3Q: 3 clusters Score -725640.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -725800.500000 Penalty: 4374.553711
	Iteration 4Q: 3 clusters Score -725800.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -726064.812500 Penalty: 4374.553711
	Iteration 5Q: 3 clusters Score -726064.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -726377.937500 Penalty: 4374.553711
	Iteration 6Q: 3 clusters Score -726377.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -726684.187500 Penalty: 4374.553711
	Iteration 7Q: 3 clusters Score -726684.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -726952.687500 Penalty: 4374.553711
	Iteration 8F: 3 clusters Score -726952.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -727225.187500 Penalty: 4374.553711
	Iteration 9F: 3 clusters Score -727225.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -727498.937500 Penalty: 4374.553711
	Iteration 10F: 3 clusters Score -727498.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -727732.937500 Penalty: 4374.553711
	Iteration 11F: 3 clusters Score -727732.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -727913.812500 Penalty: 4374.553711
	Iteration 12Q: 3 clusters Score -727913.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -728059.750000 Penalty: 4374.553711
	Iteration 13Q: 3 clusters Score -728059.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -728172.500000 Penalty: 4374.553711
	Iteration 14Q: 3 clusters Score -728172.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -728229.750000 Penalty: 4374.553711
	Iteration 15Q: 3 clusters Score -728229.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -728271.875000 Penalty: 4374.553711
	Iteration 16Q: 3 clusters Score -728271.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -728300.375000 Penalty: 4374.553711
	Iteration 17Q: 3 clusters Score -728300.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -728322.687500 Penalty: 4374.553711
	Iteration 18Q: 3 clusters Score -728322.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -728339.812500 Penalty: 4374.553711
	Iteration 19Q: 3 clusters Score -728339.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -728348.500000 Penalty: 4374.553711
	Iteration 20F: 3 clusters Score -728348.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -728361.562500 Penalty: 4374.553711
	Iteration 21Q: 3 clusters Score -728361.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -728370.312500 Penalty: 4374.553711
	Iteration 22Q: 3 clusters Score -728370.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -728377.375000 Penalty: 4374.553711
	Iteration 23Q: 3 clusters Score -728377.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -728385.375000 Penalty: 4374.553711
	Iteration 24Q: 3 clusters Score -728385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -728389.500000 Penalty: 4374.553711
	Iteration 25Q: 3 clusters Score -728389.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -728391.500000 Penalty: 4374.553711
	Iteration 26Q: 3 clusters Score -728391.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -728395.187500 Penalty: 4374.553711
	Iteration 27Q: 3 clusters Score -728395.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -728402.875000 Penalty: 4374.553711
	Iteration 28Q: 3 clusters Score -728402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -728405.500000 Penalty: 4374.553711
	Iteration 29Q: 3 clusters Score -728405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -728407.500000 Penalty: 4374.553711
	Iteration 30Q: 3 clusters Score -728407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -728408.500000 Penalty: 4374.553711
	Iteration 31Q: 3 clusters Score -728408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -728408.750000 Penalty: 4374.553711
	Iteration 32Q: 3 clusters Score -728408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -728409.000000 Penalty: 4374.553711
	Iteration 33Q: 3 clusters Score -728409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -728409.375000 Penalty: 4374.553711
	Iteration 34Q: 3 clusters Score -728409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -728409.375000 Penalty: 4374.553711
	Iteration 35F: 3 clusters Score -728409.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -673648.125000 Penalty: 2178.282227
	Iteration 0F: 2 clusters Score -673648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -668153.937500 Penalty: 4356.564453
	Iteration 0F: 3 clusters Score -668153.9 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -669721.812500 Penalty: 4356.564453
	Iteration 1F: 3 clusters Score -669721.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -670134.437500 Penalty: 4356.564453
	Iteration 2F: 3 clusters Score -670134.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -670459.000000 Penalty: 4356.564453
	Iteration 3F: 3 clusters Score -670459 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -670704.562500 Penalty: 4356.564453
	Iteration 4F: 3 clusters Score -670704.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -670909.125000 Penalty: 4356.564453
	Iteration 5Q: 3 clusters Score -670909.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -671085.625000 Penalty: 4356.564453
	Iteration 6Q: 3 clusters Score -671085.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -671250.375000 Penalty: 4356.564453
	Iteration 7Q: 3 clusters Score -671250.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -671401.000000 Penalty: 4356.564453
	Iteration 8Q: 3 clusters Score -671401 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -671542.187500 Penalty: 4356.564453
	Iteration 9Q: 3 clusters Score -671542.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -671628.062500 Penalty: 4356.564453
	Iteration 10Q: 3 clusters Score -671628.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -671698.312500 Penalty: 4356.564453
	Iteration 11Q: 3 clusters Score -671698.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -671758.062500 Penalty: 4356.564453
	Iteration 12Q: 3 clusters Score -671758.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -671820.312500 Penalty: 4356.564453
	Iteration 13Q: 3 clusters Score -671820.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -671883.437500 Penalty: 4356.564453
	Iteration 14Q: 3 clusters Score -671883.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -671959.437500 Penalty: 4356.564453
	Iteration 15Q: 3 clusters Score -671959.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -672022.937500 Penalty: 4356.564453
	Iteration 16Q: 3 clusters Score -672022.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -672067.625000 Penalty: 4356.564453
	Iteration 17Q: 3 clusters Score -672067.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -672097.000000 Penalty: 4356.564453
	Iteration 18Q: 3 clusters Score -672097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -672118.062500 Penalty: 4356.564453
	Iteration 19Q: 3 clusters Score -672118.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -672129.062500 Penalty: 4356.564453
	Iteration 20F: 3 clusters Score -672129.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -672136.875000 Penalty: 4356.564453
	Iteration 21Q: 3 clusters Score -672136.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -672142.937500 Penalty: 4356.564453
	Iteration 22Q: 3 clusters Score -672142.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -672145.875000 Penalty: 4356.564453
	Iteration 23Q: 3 clusters Score -672145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -672150.062500 Penalty: 4356.564453
	Iteration 24Q: 3 clusters Score -672150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -672154.375000 Penalty: 4356.564453
	Iteration 25Q: 3 clusters Score -672154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -672153.625000 Penalty: 4356.564453
	Iteration 26Q: 3 clusters Score -672153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -672156.562500 Penalty: 4356.564453
	Iteration 27Q: 3 clusters Score -672156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -672156.687500 Penalty: 4356.564453
	Iteration 28Q: 3 clusters Score -672156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -672157.625000 Penalty: 4356.564453
	Iteration 29Q: 3 clusters Score -672157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -672158.062500 Penalty: 4356.564453
	Iteration 30Q: 3 clusters Score -672158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -672158.125000 Penalty: 4356.564453
	Iteration 31Q: 3 clusters Score -672158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -672158.250000 Penalty: 4356.564453
	Iteration 32Q: 3 clusters Score -672158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -672159.375000 Penalty: 4356.564453
	Iteration 33Q: 3 clusters Score -672159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -672159.375000 Penalty: 4356.564453
	Iteration 34F: 3 clusters Score -672159.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Entering Unmasked Estep 
Score: -18034606.000000 Penalty: 2972.246582
	Iteration 0F: 2 clusters Score -1.803461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -17927970.000000 Penalty: 5944.493164
	Iteration 0F: 3 clusters Score -1.792797e+07 nChanged 76634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -17972430.000000 Penalty: 5944.493164
	Iteration 1F: 3 clusters Score -1.797243e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -17973370.000000 Penalty: 5944.493164
	Iteration 2Q: 3 clusters Score -1.797337e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -17974594.000000 Penalty: 5944.493164
	Iteration 3Q: 3 clusters Score -1.797459e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -17976242.000000 Penalty: 5944.493164
	Iteration 4Q: 3 clusters Score -1.797624e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -17978798.000000 Penalty: 5944.493164
	Iteration 5Q: 3 clusters Score -1.79788e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -17982686.000000 Penalty: 5944.493164
	Iteration 6Q: 3 clusters Score -1.798269e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -17989326.000000 Penalty: 5944.493164
	Iteration 7F: 3 clusters Score -1.798933e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -17999316.000000 Penalty: 5944.493164
	Iteration 8F: 3 clusters Score -1.799932e+07 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -18011158.000000 Penalty: 5944.493164
	Iteration 9F: 3 clusters Score -1.801116e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147224 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -18021342.000000 Penalty: 5944.493164
	Iteration 10F: 3 clusters Score -1.802134e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -18027284.000000 Penalty: 5944.493164
	Iteration 11Q: 3 clusters Score -1.802728e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -18029868.000000 Penalty: 5944.493164
	Iteration 12Q: 3 clusters Score -1.802987e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158417 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18030968.000000 Penalty: 5944.493164
	Iteration 13Q: 3 clusters Score -1.803097e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18031458.000000 Penalty: 5944.493164
	Iteration 14Q: 3 clusters Score -1.803146e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159295 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18031696.000000 Penalty: 5944.493164
	Iteration 15Q: 3 clusters Score -1.80317e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18031838.000000 Penalty: 5944.493164
	Iteration 16Q: 3 clusters Score -1.803184e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -18031928.000000 Penalty: 5944.493164
	Iteration 17Q: 3 clusters Score -1.803193e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18031990.000000 Penalty: 5944.493164
	Iteration 18Q: 3 clusters Score -1.803199e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18032040.000000 Penalty: 5944.493164
	Iteration 19Q: 3 clusters Score -1.803204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18032038.000000 Penalty: 5944.493164
	Iteration 20F: 3 clusters Score -1.803204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18032058.000000 Penalty: 5944.493164
	Iteration 21Q: 3 clusters Score -1.803206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18032088.000000 Penalty: 5944.493164
	Iteration 22Q: 3 clusters Score -1.803209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18032092.000000 Penalty: 5944.493164
	Iteration 23Q: 3 clusters Score -1.803209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18032096.000000 Penalty: 5944.493164
	Iteration 24Q: 3 clusters Score -1.80321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -18032100.000000 Penalty: 5944.493164
	Iteration 25Q: 3 clusters Score -1.80321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -18032104.000000 Penalty: 5944.493164
	Iteration 26Q: 3 clusters Score -1.80321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18032114.000000 Penalty: 5944.493164
	Iteration 27Q: 3 clusters Score -1.803211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18032114.000000 Penalty: 5944.493164
	Iteration 28Q: 3 clusters Score -1.803211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18032104.000000 Penalty: 5944.493164
	Iteration 29Q: 3 clusters Score -1.80321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159712 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -18032120.000000 Penalty: 5944.493164
	Iteration 30Q: 3 clusters Score -1.803212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18032118.000000 Penalty: 5944.493164
	Iteration 31Q: 3 clusters Score -1.803212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159720 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -18032122.000000 Penalty: 5944.493164
	Iteration 32Q: 3 clusters Score -1.803212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18032132.000000 Penalty: 5944.493164
	Iteration 33Q: 3 clusters Score -1.803213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18032130.000000 Penalty: 5944.493164
	Iteration 34Q: 3 clusters Score -1.803213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -18032116.000000 Penalty: 5944.493164
	Iteration 35Q: 3 clusters Score -1.803212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -18032118.000000 Penalty: 5944.493164
	Iteration 36Q: 3 clusters Score -1.803212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -18032118.000000 Penalty: 5944.493164
	Iteration 37F: 3 clusters Score -1.803212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (249766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249766 members 
Entering Unmasked Estep 
Score: -28131498.000000 Penalty: 3082.213379
	Iteration 0F: 2 clusters Score -2.81315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -27975630.000000 Penalty: 6164.426758
	Iteration 0F: 3 clusters Score -2.797563e+07 nChanged 120703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 124757 members 
Entering Unmasked Estep 
Score: -28046256.000000 Penalty: 6164.426758
	Iteration 1F: 3 clusters Score -2.804626e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -28047158.000000 Penalty: 6164.426758
	Iteration 2Q: 3 clusters Score -2.804716e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124827 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -28048328.000000 Penalty: 6164.426758
	Iteration 3Q: 3 clusters Score -2.804833e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124728 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -28049712.000000 Penalty: 6164.426758
	Iteration 4Q: 3 clusters Score -2.804971e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -28051666.000000 Penalty: 6164.426758
	Iteration 5Q: 3 clusters Score -2.805167e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125079 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -28053646.000000 Penalty: 6164.426758
	Iteration 6Q: 3 clusters Score -2.805365e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -28056498.000000 Penalty: 6164.426758
	Iteration 7Q: 3 clusters Score -2.80565e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 123579 members 
Entering Unmasked Estep 
Score: -28060714.000000 Penalty: 6164.426758
	Iteration 8Q: 3 clusters Score -2.806071e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 122204 members 
Entering Unmasked Estep 
Score: -28067024.000000 Penalty: 6164.426758
	Iteration 9Q: 3 clusters Score -2.806702e+07 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -28076948.000000 Penalty: 6164.426758
	Iteration 10F: 3 clusters Score -2.807695e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131342 members 
Mstep: Class 2 contains 118424 members 
Entering Unmasked Estep 
Score: -28088874.000000 Penalty: 6164.426758
	Iteration 11F: 3 clusters Score -2.808887e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132865 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -28096572.000000 Penalty: 6164.426758
	Iteration 12F: 3 clusters Score -2.809657e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Mstep: Class 2 contains 115677 members 
Entering Unmasked Estep 
Score: -28099492.000000 Penalty: 6164.426758
	Iteration 13Q: 3 clusters Score -2.809949e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 114352 members 
Entering Unmasked Estep 
Score: -28101022.000000 Penalty: 6164.426758
	Iteration 14Q: 3 clusters Score -2.810102e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137100 members 
Mstep: Class 2 contains 112666 members 
Entering Unmasked Estep 
Score: -28101764.000000 Penalty: 6164.426758
	Iteration 15Q: 3 clusters Score -2.810176e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -28102594.000000 Penalty: 6164.426758
	Iteration 16Q: 3 clusters Score -2.810259e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140907 members 
Mstep: Class 2 contains 108859 members 
Entering Unmasked Estep 
Score: -28103180.000000 Penalty: 6164.426758
	Iteration 17Q: 3 clusters Score -2.810318e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -28104078.000000 Penalty: 6164.426758
	Iteration 18Q: 3 clusters Score -2.810408e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -28105028.000000 Penalty: 6164.426758
	Iteration 19Q: 3 clusters Score -2.810503e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -28105950.000000 Penalty: 6164.426758
	Iteration 20F: 3 clusters Score -2.810595e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -28106996.000000 Penalty: 6164.426758
	Iteration 21Q: 3 clusters Score -2.8107e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -28108210.000000 Penalty: 6164.426758
	Iteration 22Q: 3 clusters Score -2.810821e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157735 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -28109306.000000 Penalty: 6164.426758
	Iteration 23Q: 3 clusters Score -2.810931e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161175 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -28110484.000000 Penalty: 6164.426758
	Iteration 24Q: 3 clusters Score -2.811048e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164630 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -28111858.000000 Penalty: 6164.426758
	Iteration 25Q: 3 clusters Score -2.811186e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168111 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -28112852.000000 Penalty: 6164.426758
	Iteration 26Q: 3 clusters Score -2.811285e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171536 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -28114018.000000 Penalty: 6164.426758
	Iteration 27Q: 3 clusters Score -2.811402e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -28115312.000000 Penalty: 6164.426758
	Iteration 28Q: 3 clusters Score -2.811531e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178737 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -28116194.000000 Penalty: 6164.426758
	Iteration 29Q: 3 clusters Score -2.811619e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182482 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -28117396.000000 Penalty: 6164.426758
	Iteration 30Q: 3 clusters Score -2.81174e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186223 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -28118540.000000 Penalty: 6164.426758
	Iteration 31Q: 3 clusters Score -2.811854e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190000 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -28119556.000000 Penalty: 6164.426758
	Iteration 32Q: 3 clusters Score -2.811956e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193718 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -28120576.000000 Penalty: 6164.426758
	Iteration 33Q: 3 clusters Score -2.812058e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197301 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -28121822.000000 Penalty: 6164.426758
	Iteration 34Q: 3 clusters Score -2.812182e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200971 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -28123046.000000 Penalty: 6164.426758
	Iteration 35Q: 3 clusters Score -2.812305e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204708 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -28124076.000000 Penalty: 6164.426758
	Iteration 36Q: 3 clusters Score -2.812408e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208354 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -28125242.000000 Penalty: 6164.426758
	Iteration 37Q: 3 clusters Score -2.812524e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -28126712.000000 Penalty: 6164.426758
	Iteration 38Q: 3 clusters Score -2.812671e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215607 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -28127820.000000 Penalty: 6164.426758
	Iteration 39Q: 3 clusters Score -2.812782e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219076 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -28129036.000000 Penalty: 6164.426758
	Iteration 40F: 3 clusters Score -2.812904e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222503 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -28129892.000000 Penalty: 6164.426758
	Iteration 41Q: 3 clusters Score -2.812989e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225696 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -28130502.000000 Penalty: 6164.426758
	Iteration 42Q: 3 clusters Score -2.81305e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228619 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -28130846.000000 Penalty: 6164.426758
	Iteration 43Q: 3 clusters Score -2.813085e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231169 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -28130972.000000 Penalty: 6164.426758
	Iteration 44Q: 3 clusters Score -2.813097e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233477 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -28130940.000000 Penalty: 6164.426758
	Iteration 45Q: 3 clusters Score -2.813094e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235476 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -28130946.000000 Penalty: 6164.426758
	Iteration 46Q: 3 clusters Score -2.813095e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237221 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -28130696.000000 Penalty: 6164.426758
	Iteration 47Q: 3 clusters Score -2.81307e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238660 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -28130536.000000 Penalty: 6164.426758
	Iteration 48Q: 3 clusters Score -2.813054e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239936 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -28130330.000000 Penalty: 6164.426758
	Iteration 49Q: 3 clusters Score -2.813033e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241064 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -28130432.000000 Penalty: 6164.426758
	Iteration 50Q: 3 clusters Score -2.813043e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242063 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -28130358.000000 Penalty: 6164.426758
	Iteration 51Q: 3 clusters Score -2.813036e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242945 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -28130216.000000 Penalty: 6164.426758
	Iteration 52Q: 3 clusters Score -2.813022e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243710 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -28130074.000000 Penalty: 6164.426758
	Iteration 53Q: 3 clusters Score -2.813007e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244408 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -28129938.000000 Penalty: 6164.426758
	Iteration 54Q: 3 clusters Score -2.812994e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245003 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -28129974.000000 Penalty: 6164.426758
	Iteration 55Q: 3 clusters Score -2.812997e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245511 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -28129846.000000 Penalty: 6164.426758
	Iteration 56Q: 3 clusters Score -2.812985e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245955 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -28129830.000000 Penalty: 6164.426758
	Iteration 57Q: 3 clusters Score -2.812983e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246323 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -28129742.000000 Penalty: 6164.426758
	Iteration 58Q: 3 clusters Score -2.812974e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246645 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -28129688.000000 Penalty: 6164.426758
	Iteration 59Q: 3 clusters Score -2.812969e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246922 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -28129670.000000 Penalty: 6164.426758
	Iteration 60F: 3 clusters Score -2.812967e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247167 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -28129646.000000 Penalty: 6164.426758
	Iteration 61Q: 3 clusters Score -2.812965e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247398 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -28129632.000000 Penalty: 6164.426758
	Iteration 62Q: 3 clusters Score -2.812963e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247599 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -28129616.000000 Penalty: 6164.426758
	Iteration 63Q: 3 clusters Score -2.812962e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247772 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -28129552.000000 Penalty: 6164.426758
	Iteration 64Q: 3 clusters Score -2.812955e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247922 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -28129546.000000 Penalty: 6164.426758
	Iteration 65Q: 3 clusters Score -2.812955e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248058 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -28129534.000000 Penalty: 6164.426758
	Iteration 66Q: 3 clusters Score -2.812953e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248177 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -28129536.000000 Penalty: 6164.426758
	Iteration 67Q: 3 clusters Score -2.812954e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248297 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -28129508.000000 Penalty: 6164.426758
	Iteration 68Q: 3 clusters Score -2.812951e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248378 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -28129504.000000 Penalty: 6164.426758
	Iteration 69Q: 3 clusters Score -2.81295e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248448 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -28129482.000000 Penalty: 6164.426758
	Iteration 70Q: 3 clusters Score -2.812948e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248508 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -28129510.000000 Penalty: 6164.426758
	Iteration 71Q: 3 clusters Score -2.812951e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248567 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -28129480.000000 Penalty: 6164.426758
	Iteration 72Q: 3 clusters Score -2.812948e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248616 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -28129488.000000 Penalty: 6164.426758
	Iteration 73Q: 3 clusters Score -2.812949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248648 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -28129482.000000 Penalty: 6164.426758
	Iteration 74Q: 3 clusters Score -2.812948e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248676 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -28129472.000000 Penalty: 6164.426758
	Iteration 75Q: 3 clusters Score -2.812947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248701 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -28129460.000000 Penalty: 6164.426758
	Iteration 76Q: 3 clusters Score -2.812946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248725 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -28129454.000000 Penalty: 6164.426758
	Iteration 77Q: 3 clusters Score -2.812945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248751 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -28129440.000000 Penalty: 6164.426758
	Iteration 78Q: 3 clusters Score -2.812944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248769 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -28129444.000000 Penalty: 6164.426758
	Iteration 79Q: 3 clusters Score -2.812944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248785 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -28129430.000000 Penalty: 6164.426758
	Iteration 80F: 3 clusters Score -2.812943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248795 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -28129442.000000 Penalty: 6164.426758
	Iteration 81Q: 3 clusters Score -2.812944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248804 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -28129446.000000 Penalty: 6164.426758
	Iteration 82Q: 3 clusters Score -2.812945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248814 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -28129440.000000 Penalty: 6164.426758
	Iteration 83Q: 3 clusters Score -2.812944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248830 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -28129460.000000 Penalty: 6164.426758
	Iteration 84Q: 3 clusters Score -2.812946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248842 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -28129440.000000 Penalty: 6164.426758
	Iteration 85Q: 3 clusters Score -2.812944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248853 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -28129456.000000 Penalty: 6164.426758
	Iteration 86Q: 3 clusters Score -2.812946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248862 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -28129438.000000 Penalty: 6164.426758
	Iteration 87Q: 3 clusters Score -2.812944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248866 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -28129442.000000 Penalty: 6164.426758
	Iteration 88Q: 3 clusters Score -2.812944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248872 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -28129440.000000 Penalty: 6164.426758
	Iteration 89Q: 3 clusters Score -2.812944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248874 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -28129428.000000 Penalty: 6164.426758
	Iteration 90Q: 3 clusters Score -2.812943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248876 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -28129416.000000 Penalty: 6164.426758
	Iteration 91Q: 3 clusters Score -2.812942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248878 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -28129412.000000 Penalty: 6164.426758
	Iteration 92Q: 3 clusters Score -2.812941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248881 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -28129436.000000 Penalty: 6164.426758
	Iteration 93Q: 3 clusters Score -2.812944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248884 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -28129424.000000 Penalty: 6164.426758
	Iteration 94Q: 3 clusters Score -2.812942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248889 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -28129418.000000 Penalty: 6164.426758
	Iteration 95Q: 3 clusters Score -2.812942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -28129424.000000 Penalty: 6164.426758
	Iteration 96Q: 3 clusters Score -2.812942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248896 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -28129422.000000 Penalty: 6164.426758
	Iteration 97Q: 3 clusters Score -2.812942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248898 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -28129430.000000 Penalty: 6164.426758
	Iteration 98Q: 3 clusters Score -2.812943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248900 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -28129444.000000 Penalty: 6164.426758
	Iteration 99Q: 3 clusters Score -2.812944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248905 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -28129432.000000 Penalty: 6164.426758
	Iteration 100F: 3 clusters Score -2.812943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248909 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -28129424.000000 Penalty: 6164.426758
	Iteration 101Q: 3 clusters Score -2.812942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248913 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -28129418.000000 Penalty: 6164.426758
	Iteration 102Q: 3 clusters Score -2.812942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248916 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -28129420.000000 Penalty: 6164.426758
	Iteration 103Q: 3 clusters Score -2.812942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248919 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -28129434.000000 Penalty: 6164.426758
	Iteration 104Q: 3 clusters Score -2.812943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248923 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -28129418.000000 Penalty: 6164.426758
	Iteration 105Q: 3 clusters Score -2.812942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248927 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -28129402.000000 Penalty: 6164.426758
	Iteration 106Q: 3 clusters Score -2.81294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248934 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -28129404.000000 Penalty: 6164.426758
	Iteration 107Q: 3 clusters Score -2.81294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248940 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -28129396.000000 Penalty: 6164.426758
	Iteration 108Q: 3 clusters Score -2.81294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248942 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -28129418.000000 Penalty: 6164.426758
	Iteration 109Q: 3 clusters Score -2.812942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248943 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -28129402.000000 Penalty: 6164.426758
	Iteration 110Q: 3 clusters Score -2.81294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248944 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -28129390.000000 Penalty: 6164.426758
	Iteration 111Q: 3 clusters Score -2.812939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248944 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -28129390.000000 Penalty: 6164.426758
	Iteration 112F: 3 clusters Score -2.812939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Entering Unmasked Estep 
Score: -954745.250000 Penalty: 2242.513916
	Iteration 0F: 2 clusters Score -954745.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -948086.000000 Penalty: 4485.027832
	Iteration 0F: 3 clusters Score -948086 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -949975.187500 Penalty: 4485.027832
	Iteration 1F: 3 clusters Score -949975.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -950313.500000 Penalty: 4485.027832
	Iteration 2F: 3 clusters Score -950313.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -950530.375000 Penalty: 4485.027832
	Iteration 3F: 3 clusters Score -950530.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -950715.187500 Penalty: 4485.027832
	Iteration 4Q: 3 clusters Score -950715.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -950909.062500 Penalty: 4485.027832
	Iteration 5Q: 3 clusters Score -950909.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -951114.875000 Penalty: 4485.027832
	Iteration 6Q: 3 clusters Score -951114.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -951368.125000 Penalty: 4485.027832
	Iteration 7Q: 3 clusters Score -951368.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -951633.062500 Penalty: 4485.027832
	Iteration 8Q: 3 clusters Score -951633.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -951923.937500 Penalty: 4485.027832
	Iteration 9Q: 3 clusters Score -951923.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -952183.687500 Penalty: 4485.027832
	Iteration 10Q: 3 clusters Score -952183.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -952427.562500 Penalty: 4485.027832
	Iteration 11Q: 3 clusters Score -952427.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -952650.562500 Penalty: 4485.027832
	Iteration 12Q: 3 clusters Score -952650.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -952797.937500 Penalty: 4485.027832
	Iteration 13Q: 3 clusters Score -952797.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -952925.500000 Penalty: 4485.027832
	Iteration 14Q: 3 clusters Score -952925.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -953063.500000 Penalty: 4485.027832
	Iteration 15Q: 3 clusters Score -953063.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -953210.562500 Penalty: 4485.027832
	Iteration 16Q: 3 clusters Score -953210.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -953381.187500 Penalty: 4485.027832
	Iteration 17Q: 3 clusters Score -953381.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -953584.437500 Penalty: 4485.027832
	Iteration 18Q: 3 clusters Score -953584.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -953775.062500 Penalty: 4485.027832
	Iteration 19Q: 3 clusters Score -953775.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -953923.375000 Penalty: 4485.027832
	Iteration 20F: 3 clusters Score -953923.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -954075.875000 Penalty: 4485.027832
	Iteration 21Q: 3 clusters Score -954075.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -954207.500000 Penalty: 4485.027832
	Iteration 22Q: 3 clusters Score -954207.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -954281.937500 Penalty: 4485.027832
	Iteration 23Q: 3 clusters Score -954281.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -954308.750000 Penalty: 4485.027832
	Iteration 24Q: 3 clusters Score -954308.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -954324.062500 Penalty: 4485.027832
	Iteration 25Q: 3 clusters Score -954324.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -954335.625000 Penalty: 4485.027832
	Iteration 26Q: 3 clusters Score -954335.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -954342.062500 Penalty: 4485.027832
	Iteration 27Q: 3 clusters Score -954342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -954344.125000 Penalty: 4485.027832
	Iteration 28Q: 3 clusters Score -954344.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -954347.625000 Penalty: 4485.027832
	Iteration 29Q: 3 clusters Score -954347.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -954350.312500 Penalty: 4485.027832
	Iteration 30Q: 3 clusters Score -954350.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -954353.187500 Penalty: 4485.027832
	Iteration 31Q: 3 clusters Score -954353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -954354.125000 Penalty: 4485.027832
	Iteration 32Q: 3 clusters Score -954354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -954354.312500 Penalty: 4485.027832
	Iteration 33Q: 3 clusters Score -954354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -954356.250000 Penalty: 4485.027832
	Iteration 34Q: 3 clusters Score -954356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -954356.687500 Penalty: 4485.027832
	Iteration 35Q: 3 clusters Score -954356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -954354.875000 Penalty: 4485.027832
	Iteration 36Q: 3 clusters Score -954354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -954355.812500 Penalty: 4485.027832
	Iteration 37Q: 3 clusters Score -954355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -954355.812500 Penalty: 4485.027832
	Iteration 38F: 3 clusters Score -954355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Entering Unmasked Estep 
Score: -1212092.250000 Penalty: 2298.802246
	Iteration 0F: 2 clusters Score -1212092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1203931.125000 Penalty: 4597.604492
	Iteration 0F: 3 clusters Score -1203931 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1206448.750000 Penalty: 4597.604492
	Iteration 1F: 3 clusters Score -1206449 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1206846.000000 Penalty: 4597.604492
	Iteration 2F: 3 clusters Score -1206846 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1207234.000000 Penalty: 4597.604492
	Iteration 3F: 3 clusters Score -1207234 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1207630.750000 Penalty: 4597.604492
	Iteration 4F: 3 clusters Score -1207631 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1208037.375000 Penalty: 4597.604492
	Iteration 5F: 3 clusters Score -1208037 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1208434.875000 Penalty: 4597.604492
	Iteration 6F: 3 clusters Score -1208435 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1208837.750000 Penalty: 4597.604492
	Iteration 7Q: 3 clusters Score -1208838 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1209169.250000 Penalty: 4597.604492
	Iteration 8Q: 3 clusters Score -1209169 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1209450.625000 Penalty: 4597.604492
	Iteration 9Q: 3 clusters Score -1209451 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1209672.125000 Penalty: 4597.604492
	Iteration 10Q: 3 clusters Score -1209672 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1209876.125000 Penalty: 4597.604492
	Iteration 11Q: 3 clusters Score -1209876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1210008.375000 Penalty: 4597.604492
	Iteration 12Q: 3 clusters Score -1210008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1210096.250000 Penalty: 4597.604492
	Iteration 13Q: 3 clusters Score -1210096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1210141.625000 Penalty: 4597.604492
	Iteration 14Q: 3 clusters Score -1210142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1210173.000000 Penalty: 4597.604492
	Iteration 15Q: 3 clusters Score -1210173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1210209.125000 Penalty: 4597.604492
	Iteration 16Q: 3 clusters Score -1210209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1210225.250000 Penalty: 4597.604492
	Iteration 17Q: 3 clusters Score -1210225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1210237.125000 Penalty: 4597.604492
	Iteration 18Q: 3 clusters Score -1210237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1210246.750000 Penalty: 4597.604492
	Iteration 19Q: 3 clusters Score -1210247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1210252.125000 Penalty: 4597.604492
	Iteration 20F: 3 clusters Score -1210252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1210253.125000 Penalty: 4597.604492
	Iteration 21Q: 3 clusters Score -1210253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1210252.500000 Penalty: 4597.604492
	Iteration 22Q: 3 clusters Score -1210252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1210252.500000 Penalty: 4597.604492
	Iteration 23F: 3 clusters Score -1210252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -38867.824219 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -38867.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37475.199219 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37475.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37650.683594 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -37650.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37765.855469 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -37765.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37811.164062 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -37811.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37833.132812 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -37833.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37859.117188 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -37859.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37879.136719 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -37879.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37885.218750 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -37885.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37890.476562 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -37890.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37895.199219 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -37895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37898.371094 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -37898.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37899.652344 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -37899.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37902.605469 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -37902.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37902.605469 Penalty: 2964.270020
	Iteration 13F: 3 clusters Score -37902.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Entering Unmasked Estep 
Score: -4559629.500000 Penalty: 2628.467041
	Iteration 0F: 2 clusters Score -4559630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4532394.500000 Penalty: 5256.934082
	Iteration 0F: 3 clusters Score -4532394 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4542700.500000 Penalty: 5256.934082
	Iteration 1F: 3 clusters Score -4542700 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4543231.000000 Penalty: 5256.934082
	Iteration 2Q: 3 clusters Score -4543231 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4543706.000000 Penalty: 5256.934082
	Iteration 3Q: 3 clusters Score -4543706 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4544163.000000 Penalty: 5256.934082
	Iteration 4Q: 3 clusters Score -4544163 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4544649.000000 Penalty: 5256.934082
	Iteration 5Q: 3 clusters Score -4544649 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4545142.500000 Penalty: 5256.934082
	Iteration 6Q: 3 clusters Score -4545142 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4545605.500000 Penalty: 5256.934082
	Iteration 7Q: 3 clusters Score -4545606 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4546166.500000 Penalty: 5256.934082
	Iteration 8Q: 3 clusters Score -4546166 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4546811.000000 Penalty: 5256.934082
	Iteration 9Q: 3 clusters Score -4546811 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4547593.500000 Penalty: 5256.934082
	Iteration 10Q: 3 clusters Score -4547594 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4548455.000000 Penalty: 5256.934082
	Iteration 11Q: 3 clusters Score -4548455 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4549346.500000 Penalty: 5256.934082
	Iteration 12Q: 3 clusters Score -4549346 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4550122.500000 Penalty: 5256.934082
	Iteration 13Q: 3 clusters Score -4550122 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4550764.000000 Penalty: 5256.934082
	Iteration 14Q: 3 clusters Score -4550764 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4551184.500000 Penalty: 5256.934082
	Iteration 15Q: 3 clusters Score -4551184 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4551465.500000 Penalty: 5256.934082
	Iteration 16Q: 3 clusters Score -4551466 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4551661.000000 Penalty: 5256.934082
	Iteration 17Q: 3 clusters Score -4551661 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4551861.000000 Penalty: 5256.934082
	Iteration 18Q: 3 clusters Score -4551861 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -4551992.500000 Penalty: 5256.934082
	Iteration 19Q: 3 clusters Score -4551992 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4552132.000000 Penalty: 5256.934082
	Iteration 20F: 3 clusters Score -4552132 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4552298.000000 Penalty: 5256.934082
	Iteration 21Q: 3 clusters Score -4552298 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4552507.500000 Penalty: 5256.934082
	Iteration 22Q: 3 clusters Score -4552508 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -4552690.500000 Penalty: 5256.934082
	Iteration 23Q: 3 clusters Score -4552690 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4552860.500000 Penalty: 5256.934082
	Iteration 24Q: 3 clusters Score -4552860 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4553107.000000 Penalty: 5256.934082
	Iteration 25Q: 3 clusters Score -4553107 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4553318.000000 Penalty: 5256.934082
	Iteration 26Q: 3 clusters Score -4553318 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -4553509.500000 Penalty: 5256.934082
	Iteration 27Q: 3 clusters Score -4553510 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4553724.000000 Penalty: 5256.934082
	Iteration 28Q: 3 clusters Score -4553724 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4553957.500000 Penalty: 5256.934082
	Iteration 29Q: 3 clusters Score -4553958 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4554175.500000 Penalty: 5256.934082
	Iteration 30Q: 3 clusters Score -4554176 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4554368.500000 Penalty: 5256.934082
	Iteration 31Q: 3 clusters Score -4554368 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4554561.000000 Penalty: 5256.934082
	Iteration 32Q: 3 clusters Score -4554561 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -4554771.000000 Penalty: 5256.934082
	Iteration 33Q: 3 clusters Score -4554771 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4554979.000000 Penalty: 5256.934082
	Iteration 34Q: 3 clusters Score -4554979 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4555192.000000 Penalty: 5256.934082
	Iteration 35Q: 3 clusters Score -4555192 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4555373.000000 Penalty: 5256.934082
	Iteration 36Q: 3 clusters Score -4555373 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -4555514.000000 Penalty: 5256.934082
	Iteration 37Q: 3 clusters Score -4555514 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4555616.000000 Penalty: 5256.934082
	Iteration 38Q: 3 clusters Score -4555616 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -4555736.500000 Penalty: 5256.934082
	Iteration 39Q: 3 clusters Score -4555736 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4555877.000000 Penalty: 5256.934082
	Iteration 40F: 3 clusters Score -4555877 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4556001.500000 Penalty: 5256.934082
	Iteration 41Q: 3 clusters Score -4556002 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4556122.500000 Penalty: 5256.934082
	Iteration 42Q: 3 clusters Score -4556122 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4556241.000000 Penalty: 5256.934082
	Iteration 43Q: 3 clusters Score -4556241 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4556353.000000 Penalty: 5256.934082
	Iteration 44Q: 3 clusters Score -4556353 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4556433.000000 Penalty: 5256.934082
	Iteration 45Q: 3 clusters Score -4556433 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4556549.500000 Penalty: 5256.934082
	Iteration 46Q: 3 clusters Score -4556550 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4556620.500000 Penalty: 5256.934082
	Iteration 47Q: 3 clusters Score -4556620 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4556675.500000 Penalty: 5256.934082
	Iteration 48Q: 3 clusters Score -4556676 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4556779.000000 Penalty: 5256.934082
	Iteration 49Q: 3 clusters Score -4556779 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4556849.000000 Penalty: 5256.934082
	Iteration 50Q: 3 clusters Score -4556849 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4556896.000000 Penalty: 5256.934082
	Iteration 51Q: 3 clusters Score -4556896 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4556996.500000 Penalty: 5256.934082
	Iteration 52Q: 3 clusters Score -4556996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4557055.500000 Penalty: 5256.934082
	Iteration 53Q: 3 clusters Score -4557056 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4557123.500000 Penalty: 5256.934082
	Iteration 54Q: 3 clusters Score -4557124 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4557171.000000 Penalty: 5256.934082
	Iteration 55Q: 3 clusters Score -4557171 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4557204.000000 Penalty: 5256.934082
	Iteration 56Q: 3 clusters Score -4557204 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4557235.500000 Penalty: 5256.934082
	Iteration 57Q: 3 clusters Score -4557236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4557265.000000 Penalty: 5256.934082
	Iteration 58Q: 3 clusters Score -4557265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4557294.500000 Penalty: 5256.934082
	Iteration 59Q: 3 clusters Score -4557294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4557321.500000 Penalty: 5256.934082
	Iteration 60F: 3 clusters Score -4557322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4557342.000000 Penalty: 5256.934082
	Iteration 61Q: 3 clusters Score -4557342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4557375.500000 Penalty: 5256.934082
	Iteration 62Q: 3 clusters Score -4557376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4557398.000000 Penalty: 5256.934082
	Iteration 63Q: 3 clusters Score -4557398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4557421.000000 Penalty: 5256.934082
	Iteration 64Q: 3 clusters Score -4557421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4557453.000000 Penalty: 5256.934082
	Iteration 65Q: 3 clusters Score -4557453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4557461.500000 Penalty: 5256.934082
	Iteration 66Q: 3 clusters Score -4557462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4557466.000000 Penalty: 5256.934082
	Iteration 67Q: 3 clusters Score -4557466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4557478.500000 Penalty: 5256.934082
	Iteration 68Q: 3 clusters Score -4557478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4557479.500000 Penalty: 5256.934082
	Iteration 69Q: 3 clusters Score -4557480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4557481.500000 Penalty: 5256.934082
	Iteration 70Q: 3 clusters Score -4557482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4557493.500000 Penalty: 5256.934082
	Iteration 71Q: 3 clusters Score -4557494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4557499.500000 Penalty: 5256.934082
	Iteration 72Q: 3 clusters Score -4557500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4557499.000000 Penalty: 5256.934082
	Iteration 73Q: 3 clusters Score -4557499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4557502.500000 Penalty: 5256.934082
	Iteration 74Q: 3 clusters Score -4557502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4557513.500000 Penalty: 5256.934082
	Iteration 75Q: 3 clusters Score -4557514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4557527.000000 Penalty: 5256.934082
	Iteration 76Q: 3 clusters Score -4557527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4557533.000000 Penalty: 5256.934082
	Iteration 77Q: 3 clusters Score -4557533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4557533.000000 Penalty: 5256.934082
	Iteration 78Q: 3 clusters Score -4557533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4557540.000000 Penalty: 5256.934082
	Iteration 79Q: 3 clusters Score -4557540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4557541.500000 Penalty: 5256.934082
	Iteration 80F: 3 clusters Score -4557542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4557544.500000 Penalty: 5256.934082
	Iteration 81Q: 3 clusters Score -4557544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4557547.500000 Penalty: 5256.934082
	Iteration 82Q: 3 clusters Score -4557548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4557556.500000 Penalty: 5256.934082
	Iteration 83Q: 3 clusters Score -4557556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4557557.500000 Penalty: 5256.934082
	Iteration 84Q: 3 clusters Score -4557558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4557559.000000 Penalty: 5256.934082
	Iteration 85Q: 3 clusters Score -4557559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4557565.000000 Penalty: 5256.934082
	Iteration 86Q: 3 clusters Score -4557565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4557570.000000 Penalty: 5256.934082
	Iteration 87Q: 3 clusters Score -4557570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4557575.000000 Penalty: 5256.934082
	Iteration 88Q: 3 clusters Score -4557575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4557589.000000 Penalty: 5256.934082
	Iteration 89Q: 3 clusters Score -4557589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4557591.500000 Penalty: 5256.934082
	Iteration 90Q: 3 clusters Score -4557592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4557592.500000 Penalty: 5256.934082
	Iteration 91Q: 3 clusters Score -4557592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4557591.500000 Penalty: 5256.934082
	Iteration 92Q: 3 clusters Score -4557592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4557593.500000 Penalty: 5256.934082
	Iteration 93Q: 3 clusters Score -4557594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4557591.500000 Penalty: 5256.934082
	Iteration 94Q: 3 clusters Score -4557592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4557591.000000 Penalty: 5256.934082
	Iteration 95Q: 3 clusters Score -4557591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4557589.000000 Penalty: 5256.934082
	Iteration 96Q: 3 clusters Score -4557589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4557588.000000 Penalty: 5256.934082
	Iteration 97Q: 3 clusters Score -4557588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4557584.000000 Penalty: 5256.934082
	Iteration 98Q: 3 clusters Score -4557584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4557586.000000 Penalty: 5256.934082
	Iteration 99Q: 3 clusters Score -4557586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4557586.000000 Penalty: 5256.934082
	Iteration 100F: 3 clusters Score -4557586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Entering Unmasked Estep 
Score: -2433158.250000 Penalty: 2474.334717
	Iteration 0F: 2 clusters Score -2433158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2418101.750000 Penalty: 4948.669434
	Iteration 0F: 3 clusters Score -2418102 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2423281.500000 Penalty: 4948.669434
	Iteration 1F: 3 clusters Score -2423282 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2423679.250000 Penalty: 4948.669434
	Iteration 2F: 3 clusters Score -2423679 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2423983.000000 Penalty: 4948.669434
	Iteration 3Q: 3 clusters Score -2423983 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2424288.500000 Penalty: 4948.669434
	Iteration 4Q: 3 clusters Score -2424288 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2424573.000000 Penalty: 4948.669434
	Iteration 5Q: 3 clusters Score -2424573 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2424854.750000 Penalty: 4948.669434
	Iteration 6Q: 3 clusters Score -2424855 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2425182.250000 Penalty: 4948.669434
	Iteration 7Q: 3 clusters Score -2425182 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2425595.250000 Penalty: 4948.669434
	Iteration 8Q: 3 clusters Score -2425595 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2426161.750000 Penalty: 4948.669434
	Iteration 9Q: 3 clusters Score -2426162 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2426882.000000 Penalty: 4948.669434
	Iteration 10F: 3 clusters Score -2426882 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2427674.000000 Penalty: 4948.669434
	Iteration 11F: 3 clusters Score -2427674 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2428409.500000 Penalty: 4948.669434
	Iteration 12Q: 3 clusters Score -2428410 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2429186.750000 Penalty: 4948.669434
	Iteration 13Q: 3 clusters Score -2429187 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2429890.500000 Penalty: 4948.669434
	Iteration 14Q: 3 clusters Score -2429890 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2430452.750000 Penalty: 4948.669434
	Iteration 15Q: 3 clusters Score -2430453 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2430889.500000 Penalty: 4948.669434
	Iteration 16Q: 3 clusters Score -2430890 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2431166.750000 Penalty: 4948.669434
	Iteration 17Q: 3 clusters Score -2431167 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2431356.250000 Penalty: 4948.669434
	Iteration 18Q: 3 clusters Score -2431356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2431470.500000 Penalty: 4948.669434
	Iteration 19Q: 3 clusters Score -2431470 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2431522.250000 Penalty: 4948.669434
	Iteration 20F: 3 clusters Score -2431522 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2431552.750000 Penalty: 4948.669434
	Iteration 21Q: 3 clusters Score -2431553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2431560.000000 Penalty: 4948.669434
	Iteration 22Q: 3 clusters Score -2431560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2431586.000000 Penalty: 4948.669434
	Iteration 23Q: 3 clusters Score -2431586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2431598.500000 Penalty: 4948.669434
	Iteration 24Q: 3 clusters Score -2431598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2431606.250000 Penalty: 4948.669434
	Iteration 25Q: 3 clusters Score -2431606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2431611.000000 Penalty: 4948.669434
	Iteration 26Q: 3 clusters Score -2431611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2431608.750000 Penalty: 4948.669434
	Iteration 27Q: 3 clusters Score -2431609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2431611.750000 Penalty: 4948.669434
	Iteration 28Q: 3 clusters Score -2431612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2431612.500000 Penalty: 4948.669434
	Iteration 29Q: 3 clusters Score -2431612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2431618.250000 Penalty: 4948.669434
	Iteration 30Q: 3 clusters Score -2431618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2431623.000000 Penalty: 4948.669434
	Iteration 31Q: 3 clusters Score -2431623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2431630.250000 Penalty: 4948.669434
	Iteration 32Q: 3 clusters Score -2431630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2431628.000000 Penalty: 4948.669434
	Iteration 33Q: 3 clusters Score -2431628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2431628.500000 Penalty: 4948.669434
	Iteration 34Q: 3 clusters Score -2431628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2431629.000000 Penalty: 4948.669434
	Iteration 35Q: 3 clusters Score -2431629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2431629.500000 Penalty: 4948.669434
	Iteration 36Q: 3 clusters Score -2431630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2431628.500000 Penalty: 4948.669434
	Iteration 37Q: 3 clusters Score -2431628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2431627.000000 Penalty: 4948.669434
	Iteration 38Q: 3 clusters Score -2431627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2431626.250000 Penalty: 4948.669434
	Iteration 39Q: 3 clusters Score -2431626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2431626.250000 Penalty: 4948.669434
	Iteration 40F: 3 clusters Score -2431626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 451 members 
Entering Unmasked Estep 
Score: -97588.039062 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97588.04 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98008.359375 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -98008.36 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98328.578125 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -98328.58 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98747.656250 Penalty: 3415.212646
	Iteration 3F: 3 clusters Score -98747.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99392.875000 Penalty: 3415.212646
	Iteration 4F: 3 clusters Score -99392.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99675.507812 Penalty: 3415.212646
	Iteration 5F: 3 clusters Score -99675.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -99814.765625 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -99814.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -99896.289062 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -99896.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -99963.562500 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -99963.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -99990.867188 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -99990.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100012.601562 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -100012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100020.625000 Penalty: 3415.212646
	Iteration 12F: 3 clusters Score -100020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18637 members 
Mstep: Class 4 contains 38728 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 160310 members 
Mstep: Class 8 contains 249766 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 10608 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40081 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 35386 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 20 contains 172860 members 
Entering Unmasked Estep 
Score: -88589480.000000 Penalty: 64059.687500
Splitting cluster 14 changes total score from -88590680.000000 to -88589480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (35386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Entering Unmasked Estep 
Score: -4019195.250000 Penalty: 2597.569824
	Iteration 0F: 2 clusters Score -4019195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3995124.000000 Penalty: 5195.139648
	Iteration 0F: 3 clusters Score -3995124 nChanged 16110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4004740.000000 Penalty: 5195.139648
	Iteration 1F: 3 clusters Score -4004740 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4006469.250000 Penalty: 5195.139648
	Iteration 2F: 3 clusters Score -4006469 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4008532.250000 Penalty: 5195.139648
	Iteration 3F: 3 clusters Score -4008532 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4010629.750000 Penalty: 5195.139648
	Iteration 4F: 3 clusters Score -4010630 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -4012723.000000 Penalty: 5195.139648
	Iteration 5F: 3 clusters Score -4012723 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4014494.250000 Penalty: 5195.139648
	Iteration 6F: 3 clusters Score -4014494 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4015719.000000 Penalty: 5195.139648
	Iteration 7Q: 3 clusters Score -4015719 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4016445.500000 Penalty: 5195.139648
	Iteration 8Q: 3 clusters Score -4016446 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4016877.750000 Penalty: 5195.139648
	Iteration 9Q: 3 clusters Score -4016878 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -4017145.750000 Penalty: 5195.139648
	Iteration 10Q: 3 clusters Score -4017146 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -4017330.750000 Penalty: 5195.139648
	Iteration 11Q: 3 clusters Score -4017331 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4017468.000000 Penalty: 5195.139648
	Iteration 12Q: 3 clusters Score -4017468 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4017602.250000 Penalty: 5195.139648
	Iteration 13Q: 3 clusters Score -4017602 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -4017719.250000 Penalty: 5195.139648
	Iteration 14Q: 3 clusters Score -4017719 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4017827.250000 Penalty: 5195.139648
	Iteration 15Q: 3 clusters Score -4017827 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4017920.750000 Penalty: 5195.139648
	Iteration 16Q: 3 clusters Score -4017921 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4017988.000000 Penalty: 5195.139648
	Iteration 17Q: 3 clusters Score -4017988 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4018048.750000 Penalty: 5195.139648
	Iteration 18Q: 3 clusters Score -4018049 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -4018119.750000 Penalty: 5195.139648
	Iteration 19Q: 3 clusters Score -4018120 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4018184.500000 Penalty: 5195.139648
	Iteration 20F: 3 clusters Score -4018184 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4018257.750000 Penalty: 5195.139648
	Iteration 21Q: 3 clusters Score -4018258 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4018298.250000 Penalty: 5195.139648
	Iteration 22Q: 3 clusters Score -4018298 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4018341.250000 Penalty: 5195.139648
	Iteration 23Q: 3 clusters Score -4018341 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4018380.000000 Penalty: 5195.139648
	Iteration 24Q: 3 clusters Score -4018380 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4018415.250000 Penalty: 5195.139648
	Iteration 25Q: 3 clusters Score -4018415 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4018429.250000 Penalty: 5195.139648
	Iteration 26Q: 3 clusters Score -4018429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4018465.500000 Penalty: 5195.139648
	Iteration 27Q: 3 clusters Score -4018466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4018478.250000 Penalty: 5195.139648
	Iteration 28Q: 3 clusters Score -4018478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4018492.000000 Penalty: 5195.139648
	Iteration 29Q: 3 clusters Score -4018492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4018529.750000 Penalty: 5195.139648
	Iteration 30Q: 3 clusters Score -4018530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4018545.750000 Penalty: 5195.139648
	Iteration 31Q: 3 clusters Score -4018546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4018548.750000 Penalty: 5195.139648
	Iteration 32Q: 3 clusters Score -4018549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4018570.500000 Penalty: 5195.139648
	Iteration 33Q: 3 clusters Score -4018570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4018568.000000 Penalty: 5195.139648
	Iteration 34Q: 3 clusters Score -4018568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4018584.250000 Penalty: 5195.139648
	Iteration 35Q: 3 clusters Score -4018584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4018583.750000 Penalty: 5195.139648
	Iteration 36Q: 3 clusters Score -4018584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4018589.000000 Penalty: 5195.139648
	Iteration 37Q: 3 clusters Score -4018589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4018594.000000 Penalty: 5195.139648
	Iteration 38Q: 3 clusters Score -4018594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4018595.500000 Penalty: 5195.139648
	Iteration 39Q: 3 clusters Score -4018596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4018593.000000 Penalty: 5195.139648
	Iteration 40F: 3 clusters Score -4018593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4018590.000000 Penalty: 5195.139648
	Iteration 41Q: 3 clusters Score -4018590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4018597.500000 Penalty: 5195.139648
	Iteration 42Q: 3 clusters Score -4018598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4018601.250000 Penalty: 5195.139648
	Iteration 43Q: 3 clusters Score -4018601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4018599.750000 Penalty: 5195.139648
	Iteration 44Q: 3 clusters Score -4018600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4018597.250000 Penalty: 5195.139648
	Iteration 45Q: 3 clusters Score -4018597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4018606.000000 Penalty: 5195.139648
	Iteration 46Q: 3 clusters Score -4018606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4018616.750000 Penalty: 5195.139648
	Iteration 47Q: 3 clusters Score -4018617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4018614.250000 Penalty: 5195.139648
	Iteration 48Q: 3 clusters Score -4018614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4018622.000000 Penalty: 5195.139648
	Iteration 49Q: 3 clusters Score -4018622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4018617.250000 Penalty: 5195.139648
	Iteration 50Q: 3 clusters Score -4018617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4018615.250000 Penalty: 5195.139648
	Iteration 51Q: 3 clusters Score -4018615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4018612.750000 Penalty: 5195.139648
	Iteration 52Q: 3 clusters Score -4018613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4018615.000000 Penalty: 5195.139648
	Iteration 53Q: 3 clusters Score -4018615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4018622.250000 Penalty: 5195.139648
	Iteration 54Q: 3 clusters Score -4018622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4018622.750000 Penalty: 5195.139648
	Iteration 55Q: 3 clusters Score -4018623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4018632.250000 Penalty: 5195.139648
	Iteration 56Q: 3 clusters Score -4018632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4018631.750000 Penalty: 5195.139648
	Iteration 57Q: 3 clusters Score -4018632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4018629.250000 Penalty: 5195.139648
	Iteration 58Q: 3 clusters Score -4018629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4018634.000000 Penalty: 5195.139648
	Iteration 59Q: 3 clusters Score -4018634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4018639.500000 Penalty: 5195.139648
	Iteration 60F: 3 clusters Score -4018640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4018638.750000 Penalty: 5195.139648
	Iteration 61Q: 3 clusters Score -4018639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4018637.250000 Penalty: 5195.139648
	Iteration 62Q: 3 clusters Score -4018637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4018638.500000 Penalty: 5195.139648
	Iteration 63Q: 3 clusters Score -4018638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4018641.500000 Penalty: 5195.139648
	Iteration 64Q: 3 clusters Score -4018642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4018645.750000 Penalty: 5195.139648
	Iteration 65Q: 3 clusters Score -4018646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4018648.500000 Penalty: 5195.139648
	Iteration 66Q: 3 clusters Score -4018648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4018646.750000 Penalty: 5195.139648
	Iteration 67Q: 3 clusters Score -4018647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4018648.250000 Penalty: 5195.139648
	Iteration 68Q: 3 clusters Score -4018648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4018652.000000 Penalty: 5195.139648
	Iteration 69Q: 3 clusters Score -4018652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4018657.250000 Penalty: 5195.139648
	Iteration 70Q: 3 clusters Score -4018657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4018653.500000 Penalty: 5195.139648
	Iteration 71Q: 3 clusters Score -4018654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4018653.500000 Penalty: 5195.139648
	Iteration 72Q: 3 clusters Score -4018654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4018655.500000 Penalty: 5195.139648
	Iteration 73Q: 3 clusters Score -4018656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4018656.250000 Penalty: 5195.139648
	Iteration 74Q: 3 clusters Score -4018656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4018656.250000 Penalty: 5195.139648
	Iteration 75Q: 3 clusters Score -4018656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4018655.750000 Penalty: 5195.139648
	Iteration 76Q: 3 clusters Score -4018656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4018650.000000 Penalty: 5195.139648
	Iteration 77Q: 3 clusters Score -4018650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4018648.750000 Penalty: 5195.139648
	Iteration 78Q: 3 clusters Score -4018649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4018648.750000 Penalty: 5195.139648
	Iteration 79F: 3 clusters Score -4018649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -103079.460938 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -103079.5 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 452 members 
Entering Unmasked Estep 
Score: -101160.062500 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -101160.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101395.273438 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -101395.3 nChanged 70
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: -101494.000000 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -101494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101525.132812 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -101525.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101550.359375 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -101550.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101565.343750 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -101565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101570.312500 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -101570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101570.312500 Penalty: 3388.648926
	Iteration 7F: 3 clusters Score -101570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -102164.187500 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -102164.2 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 486 members 
Entering Unmasked Estep 
Score: -100282.507812 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -100282.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100538.718750 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -100538.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100628.031250 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -100628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100663.039062 Penalty: 3403.408936
	Iteration 3Q: 3 clusters Score -100663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100679.679688 Penalty: 3403.408936
	Iteration 4Q: 3 clusters Score -100679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100689.210938 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -100689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100695.515625 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -100695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100702.296875 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -100702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100702.296875 Penalty: 3403.408936
	Iteration 8F: 3 clusters Score -100702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172860 members 
Entering Unmasked Estep 
Score: -19407564.000000 Penalty: 2990.938721
	Iteration 0F: 2 clusters Score -1.940756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 86419 members 
Entering Unmasked Estep 
Score: -19293780.000000 Penalty: 5981.877441
	Iteration 0F: 3 clusters Score -1.929378e+07 nChanged 83122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -19342064.000000 Penalty: 5981.877441
	Iteration 1F: 3 clusters Score -1.934206e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -19343280.000000 Penalty: 5981.877441
	Iteration 2Q: 3 clusters Score -1.934328e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -19344948.000000 Penalty: 5981.877441
	Iteration 3Q: 3 clusters Score -1.934495e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -19347258.000000 Penalty: 5981.877441
	Iteration 4Q: 3 clusters Score -1.934726e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84763 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -19350628.000000 Penalty: 5981.877441
	Iteration 5Q: 3 clusters Score -1.935063e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -19355648.000000 Penalty: 5981.877441
	Iteration 6F: 3 clusters Score -1.935565e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -19362354.000000 Penalty: 5981.877441
	Iteration 7F: 3 clusters Score -1.936235e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -19370218.000000 Penalty: 5981.877441
	Iteration 8F: 3 clusters Score -1.937022e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -19378000.000000 Penalty: 5981.877441
	Iteration 9F: 3 clusters Score -1.9378e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -19382812.000000 Penalty: 5981.877441
	Iteration 10F: 3 clusters Score -1.938281e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -19384900.000000 Penalty: 5981.877441
	Iteration 11Q: 3 clusters Score -1.93849e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -19386066.000000 Penalty: 5981.877441
	Iteration 12Q: 3 clusters Score -1.938607e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -19386494.000000 Penalty: 5981.877441
	Iteration 13Q: 3 clusters Score -1.938649e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -19386796.000000 Penalty: 5981.877441
	Iteration 14Q: 3 clusters Score -1.93868e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -19387106.000000 Penalty: 5981.877441
	Iteration 15Q: 3 clusters Score -1.938711e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -19387428.000000 Penalty: 5981.877441
	Iteration 16Q: 3 clusters Score -1.938743e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -19387726.000000 Penalty: 5981.877441
	Iteration 17Q: 3 clusters Score -1.938773e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -19388090.000000 Penalty: 5981.877441
	Iteration 18Q: 3 clusters Score -1.938809e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -19388516.000000 Penalty: 5981.877441
	Iteration 19Q: 3 clusters Score -1.938852e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -19388928.000000 Penalty: 5981.877441
	Iteration 20F: 3 clusters Score -1.938893e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -19389226.000000 Penalty: 5981.877441
	Iteration 21Q: 3 clusters Score -1.938923e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -19389752.000000 Penalty: 5981.877441
	Iteration 22Q: 3 clusters Score -1.938975e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -19390050.000000 Penalty: 5981.877441
	Iteration 23Q: 3 clusters Score -1.939005e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -19390464.000000 Penalty: 5981.877441
	Iteration 24Q: 3 clusters Score -1.939046e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -19390844.000000 Penalty: 5981.877441
	Iteration 25Q: 3 clusters Score -1.939084e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -19391272.000000 Penalty: 5981.877441
	Iteration 26Q: 3 clusters Score -1.939127e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -19391882.000000 Penalty: 5981.877441
	Iteration 27Q: 3 clusters Score -1.939188e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -19392572.000000 Penalty: 5981.877441
	Iteration 28Q: 3 clusters Score -1.939257e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -19393288.000000 Penalty: 5981.877441
	Iteration 29Q: 3 clusters Score -1.939329e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -19394012.000000 Penalty: 5981.877441
	Iteration 30Q: 3 clusters Score -1.939401e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 116748 members 
Entering Unmasked Estep 
Score: -19394838.000000 Penalty: 5981.877441
	Iteration 31Q: 3 clusters Score -1.939484e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -19395728.000000 Penalty: 5981.877441
	Iteration 32Q: 3 clusters Score -1.939573e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -19396416.000000 Penalty: 5981.877441
	Iteration 33Q: 3 clusters Score -1.939642e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -19396934.000000 Penalty: 5981.877441
	Iteration 34Q: 3 clusters Score -1.939693e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -19397328.000000 Penalty: 5981.877441
	Iteration 35Q: 3 clusters Score -1.939733e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -19397674.000000 Penalty: 5981.877441
	Iteration 36Q: 3 clusters Score -1.939767e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -19397836.000000 Penalty: 5981.877441
	Iteration 37Q: 3 clusters Score -1.939784e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 127144 members 
Entering Unmasked Estep 
Score: -19398050.000000 Penalty: 5981.877441
	Iteration 38Q: 3 clusters Score -1.939805e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 128247 members 
Entering Unmasked Estep 
Score: -19398200.000000 Penalty: 5981.877441
	Iteration 39Q: 3 clusters Score -1.93982e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -19398370.000000 Penalty: 5981.877441
	Iteration 40F: 3 clusters Score -1.939837e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 130273 members 
Entering Unmasked Estep 
Score: -19398478.000000 Penalty: 5981.877441
	Iteration 41Q: 3 clusters Score -1.939848e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -19398576.000000 Penalty: 5981.877441
	Iteration 42Q: 3 clusters Score -1.939858e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 132150 members 
Entering Unmasked Estep 
Score: -19398730.000000 Penalty: 5981.877441
	Iteration 43Q: 3 clusters Score -1.939873e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -19398848.000000 Penalty: 5981.877441
	Iteration 44Q: 3 clusters Score -1.939885e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 133849 members 
Entering Unmasked Estep 
Score: -19398944.000000 Penalty: 5981.877441
	Iteration 45Q: 3 clusters Score -1.939894e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -19398984.000000 Penalty: 5981.877441
	Iteration 46Q: 3 clusters Score -1.939898e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -19399098.000000 Penalty: 5981.877441
	Iteration 47Q: 3 clusters Score -1.93991e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -19399206.000000 Penalty: 5981.877441
	Iteration 48Q: 3 clusters Score -1.939921e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 136833 members 
Entering Unmasked Estep 
Score: -19399274.000000 Penalty: 5981.877441
	Iteration 49Q: 3 clusters Score -1.939927e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 137496 members 
Entering Unmasked Estep 
Score: -19399316.000000 Penalty: 5981.877441
	Iteration 50Q: 3 clusters Score -1.939932e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 138153 members 
Entering Unmasked Estep 
Score: -19399308.000000 Penalty: 5981.877441
	Iteration 51Q: 3 clusters Score -1.939931e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 138802 members 
Entering Unmasked Estep 
Score: -19399404.000000 Penalty: 5981.877441
	Iteration 52Q: 3 clusters Score -1.93994e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 139397 members 
Entering Unmasked Estep 
Score: -19399438.000000 Penalty: 5981.877441
	Iteration 53Q: 3 clusters Score -1.939944e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -19399410.000000 Penalty: 5981.877441
	Iteration 54Q: 3 clusters Score -1.939941e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 140629 members 
Entering Unmasked Estep 
Score: -19399508.000000 Penalty: 5981.877441
	Iteration 55Q: 3 clusters Score -1.939951e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 141214 members 
Entering Unmasked Estep 
Score: -19399530.000000 Penalty: 5981.877441
	Iteration 56Q: 3 clusters Score -1.939953e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -19399602.000000 Penalty: 5981.877441
	Iteration 57Q: 3 clusters Score -1.93996e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -19399724.000000 Penalty: 5981.877441
	Iteration 58Q: 3 clusters Score -1.939972e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -19399618.000000 Penalty: 5981.877441
	Iteration 59Q: 3 clusters Score -1.939962e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 143547 members 
Entering Unmasked Estep 
Score: -19399630.000000 Penalty: 5981.877441
	Iteration 60F: 3 clusters Score -1.939963e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -19399688.000000 Penalty: 5981.877441
	Iteration 61Q: 3 clusters Score -1.939969e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -19399736.000000 Penalty: 5981.877441
	Iteration 62Q: 3 clusters Score -1.939974e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 145292 members 
Entering Unmasked Estep 
Score: -19399770.000000 Penalty: 5981.877441
	Iteration 63Q: 3 clusters Score -1.939977e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 145855 members 
Entering Unmasked Estep 
Score: -19399820.000000 Penalty: 5981.877441
	Iteration 64Q: 3 clusters Score -1.939982e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 146404 members 
Entering Unmasked Estep 
Score: -19399902.000000 Penalty: 5981.877441
	Iteration 65Q: 3 clusters Score -1.93999e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 146996 members 
Entering Unmasked Estep 
Score: -19399942.000000 Penalty: 5981.877441
	Iteration 66Q: 3 clusters Score -1.939994e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 147602 members 
Entering Unmasked Estep 
Score: -19400052.000000 Penalty: 5981.877441
	Iteration 67Q: 3 clusters Score -1.940005e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -19400092.000000 Penalty: 5981.877441
	Iteration 68Q: 3 clusters Score -1.940009e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -19400126.000000 Penalty: 5981.877441
	Iteration 69Q: 3 clusters Score -1.940013e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 149525 members 
Entering Unmasked Estep 
Score: -19400108.000000 Penalty: 5981.877441
	Iteration 70Q: 3 clusters Score -1.940011e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -19400106.000000 Penalty: 5981.877441
	Iteration 71Q: 3 clusters Score -1.940011e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -19400156.000000 Penalty: 5981.877441
	Iteration 72Q: 3 clusters Score -1.940016e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -19400266.000000 Penalty: 5981.877441
	Iteration 73Q: 3 clusters Score -1.940027e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 152263 members 
Entering Unmasked Estep 
Score: -19400330.000000 Penalty: 5981.877441
	Iteration 74Q: 3 clusters Score -1.940033e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -19400342.000000 Penalty: 5981.877441
	Iteration 75Q: 3 clusters Score -1.940034e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 153669 members 
Entering Unmasked Estep 
Score: -19400370.000000 Penalty: 5981.877441
	Iteration 76Q: 3 clusters Score -1.940037e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -19400516.000000 Penalty: 5981.877441
	Iteration 77Q: 3 clusters Score -1.940052e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -19400674.000000 Penalty: 5981.877441
	Iteration 78Q: 3 clusters Score -1.940067e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -19400810.000000 Penalty: 5981.877441
	Iteration 79Q: 3 clusters Score -1.940081e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -19401052.000000 Penalty: 5981.877441
	Iteration 80F: 3 clusters Score -1.940105e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -19401308.000000 Penalty: 5981.877441
	Iteration 81Q: 3 clusters Score -1.940131e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -19401534.000000 Penalty: 5981.877441
	Iteration 82Q: 3 clusters Score -1.940153e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -19401864.000000 Penalty: 5981.877441
	Iteration 83Q: 3 clusters Score -1.940186e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 160760 members 
Entering Unmasked Estep 
Score: -19402076.000000 Penalty: 5981.877441
	Iteration 84Q: 3 clusters Score -1.940208e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -19402260.000000 Penalty: 5981.877441
	Iteration 85Q: 3 clusters Score -1.940226e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -19402432.000000 Penalty: 5981.877441
	Iteration 86Q: 3 clusters Score -1.940243e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 163366 members 
Entering Unmasked Estep 
Score: -19402714.000000 Penalty: 5981.877441
	Iteration 87Q: 3 clusters Score -1.940271e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -19403006.000000 Penalty: 5981.877441
	Iteration 88Q: 3 clusters Score -1.940301e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 164971 members 
Entering Unmasked Estep 
Score: -19403274.000000 Penalty: 5981.877441
	Iteration 89Q: 3 clusters Score -1.940327e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 165694 members 
Entering Unmasked Estep 
Score: -19403428.000000 Penalty: 5981.877441
	Iteration 90Q: 3 clusters Score -1.940343e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -19403644.000000 Penalty: 5981.877441
	Iteration 91Q: 3 clusters Score -1.940364e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -19403868.000000 Penalty: 5981.877441
	Iteration 92Q: 3 clusters Score -1.940387e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 167619 members 
Entering Unmasked Estep 
Score: -19404024.000000 Penalty: 5981.877441
	Iteration 93Q: 3 clusters Score -1.940402e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -19404220.000000 Penalty: 5981.877441
	Iteration 94Q: 3 clusters Score -1.940422e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -19404342.000000 Penalty: 5981.877441
	Iteration 95Q: 3 clusters Score -1.940434e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 168994 members 
Entering Unmasked Estep 
Score: -19404476.000000 Penalty: 5981.877441
	Iteration 96Q: 3 clusters Score -1.940448e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -19404596.000000 Penalty: 5981.877441
	Iteration 97Q: 3 clusters Score -1.94046e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -19404692.000000 Penalty: 5981.877441
	Iteration 98Q: 3 clusters Score -1.940469e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -19404690.000000 Penalty: 5981.877441
	Iteration 99Q: 3 clusters Score -1.940469e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 169969 members 
Entering Unmasked Estep 
Score: -19404724.000000 Penalty: 5981.877441
	Iteration 100F: 3 clusters Score -1.940472e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 170123 members 
Entering Unmasked Estep 
Score: -19404762.000000 Penalty: 5981.877441
	Iteration 101Q: 3 clusters Score -1.940476e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -19404788.000000 Penalty: 5981.877441
	Iteration 102Q: 3 clusters Score -1.940479e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -19404810.000000 Penalty: 5981.877441
	Iteration 103Q: 3 clusters Score -1.940481e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 170466 members 
Entering Unmasked Estep 
Score: -19404858.000000 Penalty: 5981.877441
	Iteration 104Q: 3 clusters Score -1.940486e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -19404876.000000 Penalty: 5981.877441
	Iteration 105Q: 3 clusters Score -1.940488e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 170642 members 
Entering Unmasked Estep 
Score: -19404914.000000 Penalty: 5981.877441
	Iteration 106Q: 3 clusters Score -1.940491e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 170723 members 
Entering Unmasked Estep 
Score: -19404958.000000 Penalty: 5981.877441
	Iteration 107Q: 3 clusters Score -1.940496e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -19404970.000000 Penalty: 5981.877441
	Iteration 108Q: 3 clusters Score -1.940497e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 170860 members 
Entering Unmasked Estep 
Score: -19405018.000000 Penalty: 5981.877441
	Iteration 109Q: 3 clusters Score -1.940502e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 170917 members 
Entering Unmasked Estep 
Score: -19405022.000000 Penalty: 5981.877441
	Iteration 110Q: 3 clusters Score -1.940502e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -19405048.000000 Penalty: 5981.877441
	Iteration 111Q: 3 clusters Score -1.940505e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -19405054.000000 Penalty: 5981.877441
	Iteration 112Q: 3 clusters Score -1.940505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 171055 members 
Entering Unmasked Estep 
Score: -19405052.000000 Penalty: 5981.877441
	Iteration 113Q: 3 clusters Score -1.940505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -19405088.000000 Penalty: 5981.877441
	Iteration 114Q: 3 clusters Score -1.940509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 171105 members 
Entering Unmasked Estep 
Score: -19405106.000000 Penalty: 5981.877441
	Iteration 115Q: 3 clusters Score -1.940511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 171117 members 
Entering Unmasked Estep 
Score: -19405124.000000 Penalty: 5981.877441
	Iteration 116Q: 3 clusters Score -1.940512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -19405126.000000 Penalty: 5981.877441
	Iteration 117Q: 3 clusters Score -1.940513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 171141 members 
Entering Unmasked Estep 
Score: -19405132.000000 Penalty: 5981.877441
	Iteration 118Q: 3 clusters Score -1.940513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 171157 members 
Entering Unmasked Estep 
Score: -19405130.000000 Penalty: 5981.877441
	Iteration 119Q: 3 clusters Score -1.940513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -19405132.000000 Penalty: 5981.877441
	Iteration 120F: 3 clusters Score -1.940513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 171178 members 
Entering Unmasked Estep 
Score: -19405148.000000 Penalty: 5981.877441
	Iteration 121Q: 3 clusters Score -1.940515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -19405146.000000 Penalty: 5981.877441
	Iteration 122Q: 3 clusters Score -1.940515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -19405164.000000 Penalty: 5981.877441
	Iteration 123Q: 3 clusters Score -1.940516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -19405176.000000 Penalty: 5981.877441
	Iteration 124Q: 3 clusters Score -1.940518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -19405194.000000 Penalty: 5981.877441
	Iteration 125Q: 3 clusters Score -1.940519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -19405188.000000 Penalty: 5981.877441
	Iteration 126Q: 3 clusters Score -1.940519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -19405208.000000 Penalty: 5981.877441
	Iteration 127Q: 3 clusters Score -1.940521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 171294 members 
Entering Unmasked Estep 
Score: -19405204.000000 Penalty: 5981.877441
	Iteration 128Q: 3 clusters Score -1.94052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -19405228.000000 Penalty: 5981.877441
	Iteration 129Q: 3 clusters Score -1.940523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -19405234.000000 Penalty: 5981.877441
	Iteration 130Q: 3 clusters Score -1.940523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -19405240.000000 Penalty: 5981.877441
	Iteration 131Q: 3 clusters Score -1.940524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -19405254.000000 Penalty: 5981.877441
	Iteration 132Q: 3 clusters Score -1.940525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 171345 members 
Entering Unmasked Estep 
Score: -19405234.000000 Penalty: 5981.877441
	Iteration 133Q: 3 clusters Score -1.940523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 171348 members 
Entering Unmasked Estep 
Score: -19405244.000000 Penalty: 5981.877441
	Iteration 134Q: 3 clusters Score -1.940524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 171357 members 
Entering Unmasked Estep 
Score: -19405258.000000 Penalty: 5981.877441
	Iteration 135Q: 3 clusters Score -1.940526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -19405240.000000 Penalty: 5981.877441
	Iteration 136Q: 3 clusters Score -1.940524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -19405258.000000 Penalty: 5981.877441
	Iteration 137Q: 3 clusters Score -1.940526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -19405256.000000 Penalty: 5981.877441
	Iteration 138Q: 3 clusters Score -1.940526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 171377 members 
Entering Unmasked Estep 
Score: -19405270.000000 Penalty: 5981.877441
	Iteration 139Q: 3 clusters Score -1.940527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -19405256.000000 Penalty: 5981.877441
	Iteration 140F: 3 clusters Score -1.940526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -19405270.000000 Penalty: 5981.877441
	Iteration 141Q: 3 clusters Score -1.940527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 171387 members 
Entering Unmasked Estep 
Score: -19405270.000000 Penalty: 5981.877441
	Iteration 142Q: 3 clusters Score -1.940527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -19405272.000000 Penalty: 5981.877441
	Iteration 143Q: 3 clusters Score -1.940527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -19405268.000000 Penalty: 5981.877441
	Iteration 144Q: 3 clusters Score -1.940527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 171396 members 
Entering Unmasked Estep 
Score: -19405270.000000 Penalty: 5981.877441
	Iteration 145Q: 3 clusters Score -1.940527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -19405262.000000 Penalty: 5981.877441
	Iteration 146Q: 3 clusters Score -1.940526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -19405262.000000 Penalty: 5981.877441
	Iteration 147F: 3 clusters Score -1.940526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18637 members 
Mstep: Class 4 contains 38728 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 160310 members 
Mstep: Class 8 contains 249766 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 10608 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40081 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35386 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 172860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590664.000000 Penalty: 60688.125000
Iteration 399Q: 19 clusters Score -8.859066e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 38758 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 160491 members 
Mstep: Class 8 contains 249747 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 10613 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40094 members 
Mstep: Class 13 contains 21579 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35367 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 172483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590984.000000 Penalty: 60688.125000
Iteration 400F: 19 clusters Score -8.859098e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18847 members 
Mstep: Class 4 contains 38796 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 7 contains 160704 members 
Mstep: Class 8 contains 249649 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40101 members 
Mstep: Class 13 contains 21627 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35360 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 172139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590880.000000 Penalty: 60688.125000
Iteration 401Q: 19 clusters Score -8.859088e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 18940 members 
Mstep: Class 4 contains 38844 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 6557 members 
Mstep: Class 7 contains 160916 members 
Mstep: Class 8 contains 249546 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40098 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35362 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 171823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590864.000000 Penalty: 60688.125000
Iteration 402Q: 19 clusters Score -8.859086e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19027 members 
Mstep: Class 4 contains 38909 members 
Mstep: Class 5 contains 6618 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 161113 members 
Mstep: Class 8 contains 249456 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 10609 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40095 members 
Mstep: Class 13 contains 21721 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35363 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 171506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590728.000000 Penalty: 60688.125000
Iteration 403Q: 19 clusters Score -8.859073e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19102 members 
Mstep: Class 4 contains 38978 members 
Mstep: Class 5 contains 6569 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 161368 members 
Mstep: Class 8 contains 249352 members 
Mstep: Class 9 contains 8459 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40082 members 
Mstep: Class 13 contains 21765 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35352 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 171177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590584.000000 Penalty: 60688.125000
Iteration 404Q: 19 clusters Score -8.859058e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 39040 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 161663 members 
Mstep: Class 8 contains 249260 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40076 members 
Mstep: Class 13 contains 21813 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35344 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 170801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590624.000000 Penalty: 60688.125000
Iteration 405Q: 19 clusters Score -8.859062e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19261 members 
Mstep: Class 4 contains 39117 members 
Mstep: Class 5 contains 6458 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 161954 members 
Mstep: Class 8 contains 249155 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40069 members 
Mstep: Class 13 contains 21861 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35341 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 170438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590440.000000 Penalty: 60688.125000
Iteration 406Q: 19 clusters Score -8.859044e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19328 members 
Mstep: Class 4 contains 39195 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 162266 members 
Mstep: Class 8 contains 249036 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 10606 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40069 members 
Mstep: Class 13 contains 21901 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35338 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 170081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590520.000000 Penalty: 60688.125000
Iteration 407Q: 19 clusters Score -8.859052e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19381 members 
Mstep: Class 4 contains 39286 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 162597 members 
Mstep: Class 8 contains 248890 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 10605 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40068 members 
Mstep: Class 13 contains 21942 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35333 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 169754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590576.000000 Penalty: 60688.125000
Iteration 408Q: 19 clusters Score -8.859058e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 39381 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 162918 members 
Mstep: Class 8 contains 248744 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40064 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35322 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 169436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590552.000000 Penalty: 60688.125000
Iteration 409Q: 19 clusters Score -8.859055e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19493 members 
Mstep: Class 4 contains 39478 members 
Mstep: Class 5 contains 6154 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 163244 members 
Mstep: Class 8 contains 248573 members 
Mstep: Class 9 contains 8443 members 
Mstep: Class 10 contains 10602 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40063 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35308 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 169135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590712.000000 Penalty: 60688.125000
Iteration 410Q: 19 clusters Score -8.859071e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19539 members 
Mstep: Class 4 contains 39580 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 163544 members 
Mstep: Class 8 contains 248431 members 
Mstep: Class 9 contains 8441 members 
Mstep: Class 10 contains 10602 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40058 members 
Mstep: Class 13 contains 22060 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35294 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 168845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590720.000000 Penalty: 60688.125000
Iteration 411Q: 19 clusters Score -8.859072e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19579 members 
Mstep: Class 4 contains 39666 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 163902 members 
Mstep: Class 8 contains 248233 members 
Mstep: Class 9 contains 8438 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40049 members 
Mstep: Class 13 contains 22101 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35285 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 168561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 60688.125000
Iteration 412Q: 19 clusters Score -8.859087e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 39751 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 164332 members 
Mstep: Class 8 contains 248057 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 10598 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40035 members 
Mstep: Class 13 contains 22133 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35269 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 168223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590928.000000 Penalty: 60688.125000
Iteration 413Q: 19 clusters Score -8.859093e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19635 members 
Mstep: Class 4 contains 39840 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 164758 members 
Mstep: Class 8 contains 247852 members 
Mstep: Class 9 contains 8432 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40020 members 
Mstep: Class 13 contains 22176 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35261 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 167907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 60688.125000
Iteration 414Q: 19 clusters Score -8.859087e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19658 members 
Mstep: Class 4 contains 39935 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 165196 members 
Mstep: Class 8 contains 247643 members 
Mstep: Class 9 contains 8427 members 
Mstep: Class 10 contains 10591 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 40006 members 
Mstep: Class 13 contains 22220 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35260 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 167584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590952.000000 Penalty: 60688.125000
Iteration 415Q: 19 clusters Score -8.859095e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19676 members 
Mstep: Class 4 contains 40006 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 165648 members 
Mstep: Class 8 contains 247464 members 
Mstep: Class 9 contains 8431 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39990 members 
Mstep: Class 13 contains 22254 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35247 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 167234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591040.000000 Penalty: 60688.125000
Iteration 416Q: 19 clusters Score -8.859104e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 40072 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 166089 members 
Mstep: Class 8 contains 247280 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39970 members 
Mstep: Class 13 contains 22287 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35241 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 166877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591000.000000 Penalty: 60688.125000
Iteration 417Q: 19 clusters Score -8.8591e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19720 members 
Mstep: Class 4 contains 40112 members 
Mstep: Class 5 contains 5573 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 166554 members 
Mstep: Class 8 contains 247136 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 39954 members 
Mstep: Class 13 contains 22322 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35228 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 166491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591000.000000 Penalty: 60688.125000
Iteration 418Q: 19 clusters Score -8.8591e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19756 members 
Mstep: Class 4 contains 40171 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 167000 members 
Mstep: Class 8 contains 246957 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 10 contains 10576 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 39950 members 
Mstep: Class 13 contains 22355 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35217 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 166090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 60688.125000
Iteration 419Q: 19 clusters Score -8.859083e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19790 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 167394 members 
Mstep: Class 8 contains 246831 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39948 members 
Mstep: Class 13 contains 22396 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35202 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 165707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590728.000000 Penalty: 60688.125000
Iteration 420F: 19 clusters Score -8.859073e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19809 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 167794 members 
Mstep: Class 8 contains 246711 members 
Mstep: Class 9 contains 8431 members 
Mstep: Class 10 contains 10573 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39945 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35184 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 165330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 60688.125000
Iteration 421Q: 19 clusters Score -8.859083e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19815 members 
Mstep: Class 4 contains 40312 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 168245 members 
Mstep: Class 8 contains 246527 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 10569 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39943 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35173 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 164974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590744.000000 Penalty: 60688.125000
Iteration 422Q: 19 clusters Score -8.859074e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19823 members 
Mstep: Class 4 contains 40346 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 168729 members 
Mstep: Class 8 contains 246352 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39941 members 
Mstep: Class 13 contains 22530 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35156 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 164582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590672.000000 Penalty: 60688.125000
Iteration 423Q: 19 clusters Score -8.859067e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19838 members 
Mstep: Class 4 contains 40364 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 169274 members 
Mstep: Class 8 contains 246143 members 
Mstep: Class 9 contains 8439 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39919 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35133 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 164179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590896.000000 Penalty: 60688.125000
Iteration 424Q: 19 clusters Score -8.85909e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19844 members 
Mstep: Class 4 contains 40371 members 
Mstep: Class 5 contains 5302 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 169777 members 
Mstep: Class 8 contains 245980 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39911 members 
Mstep: Class 13 contains 22600 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35127 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 163778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590976.000000 Penalty: 60688.125000
Iteration 425Q: 19 clusters Score -8.859098e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19856 members 
Mstep: Class 4 contains 40373 members 
Mstep: Class 5 contains 5287 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 170334 members 
Mstep: Class 8 contains 245805 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 10558 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39892 members 
Mstep: Class 13 contains 22626 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35110 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 163359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591128.000000 Penalty: 60688.125000
Iteration 426Q: 19 clusters Score -8.859113e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19859 members 
Mstep: Class 4 contains 40378 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 170878 members 
Mstep: Class 8 contains 245634 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39868 members 
Mstep: Class 13 contains 22655 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35074 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 162962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591232.000000 Penalty: 60688.125000
Iteration 427Q: 19 clusters Score -8.859123e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 40400 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 171440 members 
Mstep: Class 8 contains 245458 members 
Mstep: Class 9 contains 8456 members 
Mstep: Class 10 contains 10546 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39850 members 
Mstep: Class 13 contains 22675 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35041 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 162535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591264.000000 Penalty: 60688.125000
Iteration 428Q: 19 clusters Score -8.859126e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19878 members 
Mstep: Class 4 contains 40407 members 
Mstep: Class 5 contains 5247 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 171981 members 
Mstep: Class 8 contains 245340 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 10548 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39823 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 35000 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 162067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591344.000000 Penalty: 60688.125000
Iteration 429Q: 19 clusters Score -8.859134e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19884 members 
Mstep: Class 4 contains 40406 members 
Mstep: Class 5 contains 5241 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 172548 members 
Mstep: Class 8 contains 245184 members 
Mstep: Class 9 contains 8464 members 
Mstep: Class 10 contains 10549 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39795 members 
Mstep: Class 13 contains 22732 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34960 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 161606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591240.000000 Penalty: 60688.125000
Iteration 430Q: 19 clusters Score -8.859124e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19876 members 
Mstep: Class 4 contains 40403 members 
Mstep: Class 5 contains 5236 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 173090 members 
Mstep: Class 8 contains 245013 members 
Mstep: Class 9 contains 8465 members 
Mstep: Class 10 contains 10552 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39767 members 
Mstep: Class 13 contains 22762 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34933 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 161194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591416.000000 Penalty: 60688.125000
Iteration 431Q: 19 clusters Score -8.859142e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19882 members 
Mstep: Class 4 contains 40409 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 173656 members 
Mstep: Class 8 contains 244829 members 
Mstep: Class 9 contains 8464 members 
Mstep: Class 10 contains 10549 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39749 members 
Mstep: Class 13 contains 22784 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34893 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 160773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591504.000000 Penalty: 60688.125000
Iteration 432Q: 19 clusters Score -8.85915e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19891 members 
Mstep: Class 4 contains 40415 members 
Mstep: Class 5 contains 5219 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 174194 members 
Mstep: Class 8 contains 244692 members 
Mstep: Class 9 contains 8468 members 
Mstep: Class 10 contains 10545 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39731 members 
Mstep: Class 13 contains 22813 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34854 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 160307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591632.000000 Penalty: 60688.125000
Iteration 433Q: 19 clusters Score -8.859163e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19893 members 
Mstep: Class 4 contains 40417 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 174721 members 
Mstep: Class 8 contains 244590 members 
Mstep: Class 9 contains 8478 members 
Mstep: Class 10 contains 10545 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39710 members 
Mstep: Class 13 contains 22846 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34813 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 159807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591912.000000 Penalty: 60688.125000
Iteration 434Q: 19 clusters Score -8.859191e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19905 members 
Mstep: Class 4 contains 40418 members 
Mstep: Class 5 contains 5205 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 175251 members 
Mstep: Class 8 contains 244485 members 
Mstep: Class 9 contains 8485 members 
Mstep: Class 10 contains 10545 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39672 members 
Mstep: Class 13 contains 22883 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34771 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 159315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591960.000000 Penalty: 60688.125000
Iteration 435Q: 19 clusters Score -8.859196e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19926 members 
Mstep: Class 4 contains 40421 members 
Mstep: Class 5 contains 5201 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 175808 members 
Mstep: Class 8 contains 244377 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 10542 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 22917 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34723 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 158810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592048.000000 Penalty: 60688.125000
Iteration 436Q: 19 clusters Score -8.859205e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19952 members 
Mstep: Class 4 contains 40430 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 176312 members 
Mstep: Class 8 contains 244299 members 
Mstep: Class 9 contains 8487 members 
Mstep: Class 10 contains 10544 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39602 members 
Mstep: Class 13 contains 22955 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34680 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 158295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592000.000000 Penalty: 60688.125000
Iteration 437Q: 19 clusters Score -8.8592e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19980 members 
Mstep: Class 4 contains 40440 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 176813 members 
Mstep: Class 8 contains 244202 members 
Mstep: Class 9 contains 8488 members 
Mstep: Class 10 contains 10549 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39569 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34636 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 157815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592224.000000 Penalty: 60688.125000
Iteration 438Q: 19 clusters Score -8.859222e+07 nChanged 1067
Entering ConstructFrom: 
Score: -88592224.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (30841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Entering Unmasked Estep 
Score: -3487129.000000 Penalty: 2563.476807
	Iteration 0F: 2 clusters Score -3487129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3466051.750000 Penalty: 5126.953613
	Iteration 0F: 3 clusters Score -3466052 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3473428.500000 Penalty: 5126.953613
	Iteration 1F: 3 clusters Score -3473428 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3473875.500000 Penalty: 5126.953613
	Iteration 2Q: 3 clusters Score -3473876 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3474351.250000 Penalty: 5126.953613
	Iteration 3Q: 3 clusters Score -3474351 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3474939.000000 Penalty: 5126.953613
	Iteration 4Q: 3 clusters Score -3474939 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3475816.000000 Penalty: 5126.953613
	Iteration 5Q: 3 clusters Score -3475816 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3476985.750000 Penalty: 5126.953613
	Iteration 6F: 3 clusters Score -3476986 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3478335.000000 Penalty: 5126.953613
	Iteration 7F: 3 clusters Score -3478335 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3479854.500000 Penalty: 5126.953613
	Iteration 8F: 3 clusters Score -3479854 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3481310.750000 Penalty: 5126.953613
	Iteration 9F: 3 clusters Score -3481311 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3482479.250000 Penalty: 5126.953613
	Iteration 10F: 3 clusters Score -3482479 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3483205.750000 Penalty: 5126.953613
	Iteration 11Q: 3 clusters Score -3483206 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3483656.250000 Penalty: 5126.953613
	Iteration 12Q: 3 clusters Score -3483656 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3484017.500000 Penalty: 5126.953613
	Iteration 13Q: 3 clusters Score -3484018 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3484308.000000 Penalty: 5126.953613
	Iteration 14Q: 3 clusters Score -3484308 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3484552.000000 Penalty: 5126.953613
	Iteration 15Q: 3 clusters Score -3484552 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3484747.750000 Penalty: 5126.953613
	Iteration 16Q: 3 clusters Score -3484748 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3484890.750000 Penalty: 5126.953613
	Iteration 17Q: 3 clusters Score -3484891 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3485018.000000 Penalty: 5126.953613
	Iteration 18Q: 3 clusters Score -3485018 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3485123.250000 Penalty: 5126.953613
	Iteration 19Q: 3 clusters Score -3485123 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3485199.250000 Penalty: 5126.953613
	Iteration 20F: 3 clusters Score -3485199 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3485260.750000 Penalty: 5126.953613
	Iteration 21Q: 3 clusters Score -3485261 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3485331.500000 Penalty: 5126.953613
	Iteration 22Q: 3 clusters Score -3485332 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3485389.250000 Penalty: 5126.953613
	Iteration 23Q: 3 clusters Score -3485389 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3485438.500000 Penalty: 5126.953613
	Iteration 24Q: 3 clusters Score -3485438 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3485485.250000 Penalty: 5126.953613
	Iteration 25Q: 3 clusters Score -3485485 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3485510.750000 Penalty: 5126.953613
	Iteration 26Q: 3 clusters Score -3485511 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3485546.500000 Penalty: 5126.953613
	Iteration 27Q: 3 clusters Score -3485546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3485581.500000 Penalty: 5126.953613
	Iteration 28Q: 3 clusters Score -3485582 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -3485618.750000 Penalty: 5126.953613
	Iteration 29Q: 3 clusters Score -3485619 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3485649.750000 Penalty: 5126.953613
	Iteration 30Q: 3 clusters Score -3485650 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3485697.250000 Penalty: 5126.953613
	Iteration 31Q: 3 clusters Score -3485697 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3485726.250000 Penalty: 5126.953613
	Iteration 32Q: 3 clusters Score -3485726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3485750.250000 Penalty: 5126.953613
	Iteration 33Q: 3 clusters Score -3485750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3485769.750000 Penalty: 5126.953613
	Iteration 34Q: 3 clusters Score -3485770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3485779.750000 Penalty: 5126.953613
	Iteration 35Q: 3 clusters Score -3485780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3485803.250000 Penalty: 5126.953613
	Iteration 36Q: 3 clusters Score -3485803 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3485819.250000 Penalty: 5126.953613
	Iteration 37Q: 3 clusters Score -3485819 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3485851.000000 Penalty: 5126.953613
	Iteration 38Q: 3 clusters Score -3485851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3485864.500000 Penalty: 5126.953613
	Iteration 39Q: 3 clusters Score -3485864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3485894.750000 Penalty: 5126.953613
	Iteration 40F: 3 clusters Score -3485895 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3485906.250000 Penalty: 5126.953613
	Iteration 41Q: 3 clusters Score -3485906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3485926.250000 Penalty: 5126.953613
	Iteration 42Q: 3 clusters Score -3485926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3485941.750000 Penalty: 5126.953613
	Iteration 43Q: 3 clusters Score -3485942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3485956.250000 Penalty: 5126.953613
	Iteration 44Q: 3 clusters Score -3485956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3485968.250000 Penalty: 5126.953613
	Iteration 45Q: 3 clusters Score -3485968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3485977.250000 Penalty: 5126.953613
	Iteration 46Q: 3 clusters Score -3485977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3485991.250000 Penalty: 5126.953613
	Iteration 47Q: 3 clusters Score -3485991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3486002.250000 Penalty: 5126.953613
	Iteration 48Q: 3 clusters Score -3486002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3486013.000000 Penalty: 5126.953613
	Iteration 49Q: 3 clusters Score -3486013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3486011.500000 Penalty: 5126.953613
	Iteration 50Q: 3 clusters Score -3486012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3486027.000000 Penalty: 5126.953613
	Iteration 51Q: 3 clusters Score -3486027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3486037.000000 Penalty: 5126.953613
	Iteration 52Q: 3 clusters Score -3486037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3486056.250000 Penalty: 5126.953613
	Iteration 53Q: 3 clusters Score -3486056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3486074.250000 Penalty: 5126.953613
	Iteration 54Q: 3 clusters Score -3486074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3486066.000000 Penalty: 5126.953613
	Iteration 55Q: 3 clusters Score -3486066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3486076.000000 Penalty: 5126.953613
	Iteration 56Q: 3 clusters Score -3486076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3486082.750000 Penalty: 5126.953613
	Iteration 57Q: 3 clusters Score -3486083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3486075.500000 Penalty: 5126.953613
	Iteration 58Q: 3 clusters Score -3486076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3486086.250000 Penalty: 5126.953613
	Iteration 59Q: 3 clusters Score -3486086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3486082.750000 Penalty: 5126.953613
	Iteration 60F: 3 clusters Score -3486083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3486083.000000 Penalty: 5126.953613
	Iteration 61Q: 3 clusters Score -3486083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3486086.250000 Penalty: 5126.953613
	Iteration 62Q: 3 clusters Score -3486086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3486095.000000 Penalty: 5126.953613
	Iteration 63Q: 3 clusters Score -3486095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3486098.000000 Penalty: 5126.953613
	Iteration 64Q: 3 clusters Score -3486098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3486097.500000 Penalty: 5126.953613
	Iteration 65Q: 3 clusters Score -3486098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3486095.000000 Penalty: 5126.953613
	Iteration 66Q: 3 clusters Score -3486095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3486105.250000 Penalty: 5126.953613
	Iteration 67Q: 3 clusters Score -3486105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3486108.250000 Penalty: 5126.953613
	Iteration 68Q: 3 clusters Score -3486108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3486112.250000 Penalty: 5126.953613
	Iteration 69Q: 3 clusters Score -3486112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3486120.250000 Penalty: 5126.953613
	Iteration 70Q: 3 clusters Score -3486120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3486122.250000 Penalty: 5126.953613
	Iteration 71Q: 3 clusters Score -3486122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3486123.500000 Penalty: 5126.953613
	Iteration 72Q: 3 clusters Score -3486124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3486122.500000 Penalty: 5126.953613
	Iteration 73Q: 3 clusters Score -3486122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3486119.750000 Penalty: 5126.953613
	Iteration 74Q: 3 clusters Score -3486120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3486128.000000 Penalty: 5126.953613
	Iteration 75Q: 3 clusters Score -3486128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3486131.750000 Penalty: 5126.953613
	Iteration 76Q: 3 clusters Score -3486132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3486132.250000 Penalty: 5126.953613
	Iteration 77Q: 3 clusters Score -3486132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3486135.000000 Penalty: 5126.953613
	Iteration 78Q: 3 clusters Score -3486135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3486133.250000 Penalty: 5126.953613
	Iteration 79Q: 3 clusters Score -3486133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3486131.000000 Penalty: 5126.953613
	Iteration 80F: 3 clusters Score -3486131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3486132.500000 Penalty: 5126.953613
	Iteration 81Q: 3 clusters Score -3486132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3486138.000000 Penalty: 5126.953613
	Iteration 82Q: 3 clusters Score -3486138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3486139.250000 Penalty: 5126.953613
	Iteration 83Q: 3 clusters Score -3486139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3486135.750000 Penalty: 5126.953613
	Iteration 84Q: 3 clusters Score -3486136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3486136.750000 Penalty: 5126.953613
	Iteration 85Q: 3 clusters Score -3486137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3486138.000000 Penalty: 5126.953613
	Iteration 86Q: 3 clusters Score -3486138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3486137.250000 Penalty: 5126.953613
	Iteration 87Q: 3 clusters Score -3486137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3486137.250000 Penalty: 5126.953613
	Iteration 88F: 3 clusters Score -3486137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -89841.507812 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -89841.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88037.570312 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -88037.57 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88290.265625 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -88290.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88358.398438 Penalty: 3346.802979
	Iteration 2Q: 3 clusters Score -88358.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88400.406250 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -88400.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88423.273438 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -88423.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88434.835938 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -88434.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88442.242188 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -88442.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88451.523438 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -88451.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88457.406250 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -88457.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88460.085938 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -88460.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88465.351562 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -88465.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88477.609375 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -88477.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88486.304688 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -88486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88493.828125 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -88493.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88502.703125 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -88502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88514.023438 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -88514.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88529.296875 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -88529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88541.445312 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -88541.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88573.468750 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -88573.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88598.101562 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -88598.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88615.664062 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -88615.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88642.140625 Penalty: 3346.802979
	Iteration 21Q: 3 clusters Score -88642.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88737.476562 Penalty: 3346.802979
	Iteration 22Q: 3 clusters Score -88737.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88907.718750 Penalty: 3346.802979
	Iteration 23Q: 3 clusters Score -88907.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88999.867188 Penalty: 3346.802979
	Iteration 24Q: 3 clusters Score -88999.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89049.992188 Penalty: 3346.802979
	Iteration 25Q: 3 clusters Score -89049.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -89095.992188 Penalty: 3346.802979
	Iteration 26Q: 3 clusters Score -89095.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -89148.265625 Penalty: 3346.802979
	Iteration 27Q: 3 clusters Score -89148.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89219.593750 Penalty: 3346.802979
	Iteration 28Q: 3 clusters Score -89219.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -89271.617188 Penalty: 3346.802979
	Iteration 29Q: 3 clusters Score -89271.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -89320.062500 Penalty: 3346.802979
	Iteration 30Q: 3 clusters Score -89320.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -89356.617188 Penalty: 3346.802979
	Iteration 31Q: 3 clusters Score -89356.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89382.648438 Penalty: 3346.802979
	Iteration 32Q: 3 clusters Score -89382.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -89402.531250 Penalty: 3346.802979
	Iteration 33Q: 3 clusters Score -89402.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -89419.601562 Penalty: 3346.802979
	Iteration 34Q: 3 clusters Score -89419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -89430.320312 Penalty: 3346.802979
	Iteration 35Q: 3 clusters Score -89430.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -89433.898438 Penalty: 3346.802979
	Iteration 36Q: 3 clusters Score -89433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -89435.515625 Penalty: 3346.802979
	Iteration 37Q: 3 clusters Score -89435.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -89435.515625 Penalty: 3346.802979
	Iteration 38F: 3 clusters Score -89435.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Entering Unmasked Estep 
Score: -2281637.250000 Penalty: 2456.015381
	Iteration 0F: 2 clusters Score -2281637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2267633.250000 Penalty: 4912.030762
	Iteration 0F: 3 clusters Score -2267633 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2272345.000000 Penalty: 4912.030762
	Iteration 1F: 3 clusters Score -2272345 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2272849.250000 Penalty: 4912.030762
	Iteration 2F: 3 clusters Score -2272849 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2273385.500000 Penalty: 4912.030762
	Iteration 3F: 3 clusters Score -2273386 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2273936.500000 Penalty: 4912.030762
	Iteration 4Q: 3 clusters Score -2273936 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2274501.500000 Penalty: 4912.030762
	Iteration 5Q: 3 clusters Score -2274502 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2275108.750000 Penalty: 4912.030762
	Iteration 6F: 3 clusters Score -2275109 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2275736.000000 Penalty: 4912.030762
	Iteration 7F: 3 clusters Score -2275736 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2276395.500000 Penalty: 4912.030762
	Iteration 8F: 3 clusters Score -2276396 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2276973.000000 Penalty: 4912.030762
	Iteration 9Q: 3 clusters Score -2276973 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2277454.000000 Penalty: 4912.030762
	Iteration 10Q: 3 clusters Score -2277454 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2277750.500000 Penalty: 4912.030762
	Iteration 11Q: 3 clusters Score -2277750 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2277907.750000 Penalty: 4912.030762
	Iteration 12Q: 3 clusters Score -2277908 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2278004.000000 Penalty: 4912.030762
	Iteration 13Q: 3 clusters Score -2278004 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2278074.750000 Penalty: 4912.030762
	Iteration 14Q: 3 clusters Score -2278075 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2278122.750000 Penalty: 4912.030762
	Iteration 15Q: 3 clusters Score -2278123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2278153.750000 Penalty: 4912.030762
	Iteration 16Q: 3 clusters Score -2278154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2278172.750000 Penalty: 4912.030762
	Iteration 17Q: 3 clusters Score -2278173 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2278206.250000 Penalty: 4912.030762
	Iteration 18Q: 3 clusters Score -2278206 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2278235.250000 Penalty: 4912.030762
	Iteration 19Q: 3 clusters Score -2278235 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2278260.750000 Penalty: 4912.030762
	Iteration 20F: 3 clusters Score -2278261 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2278269.750000 Penalty: 4912.030762
	Iteration 21Q: 3 clusters Score -2278270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2278284.250000 Penalty: 4912.030762
	Iteration 22Q: 3 clusters Score -2278284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2278298.000000 Penalty: 4912.030762
	Iteration 23Q: 3 clusters Score -2278298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2278321.750000 Penalty: 4912.030762
	Iteration 24Q: 3 clusters Score -2278322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2278334.250000 Penalty: 4912.030762
	Iteration 25Q: 3 clusters Score -2278334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2278348.750000 Penalty: 4912.030762
	Iteration 26Q: 3 clusters Score -2278349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2278361.750000 Penalty: 4912.030762
	Iteration 27Q: 3 clusters Score -2278362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2278388.500000 Penalty: 4912.030762
	Iteration 28Q: 3 clusters Score -2278388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2278399.750000 Penalty: 4912.030762
	Iteration 29Q: 3 clusters Score -2278400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2278411.250000 Penalty: 4912.030762
	Iteration 30Q: 3 clusters Score -2278411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2278415.750000 Penalty: 4912.030762
	Iteration 31Q: 3 clusters Score -2278416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2278439.000000 Penalty: 4912.030762
	Iteration 32Q: 3 clusters Score -2278439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2278440.250000 Penalty: 4912.030762
	Iteration 33Q: 3 clusters Score -2278440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2278447.750000 Penalty: 4912.030762
	Iteration 34Q: 3 clusters Score -2278448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2278464.500000 Penalty: 4912.030762
	Iteration 35Q: 3 clusters Score -2278464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2278485.000000 Penalty: 4912.030762
	Iteration 36Q: 3 clusters Score -2278485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2278498.250000 Penalty: 4912.030762
	Iteration 37Q: 3 clusters Score -2278498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2278508.500000 Penalty: 4912.030762
	Iteration 38Q: 3 clusters Score -2278508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2278527.250000 Penalty: 4912.030762
	Iteration 39Q: 3 clusters Score -2278527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2278533.000000 Penalty: 4912.030762
	Iteration 40F: 3 clusters Score -2278533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2278543.750000 Penalty: 4912.030762
	Iteration 41Q: 3 clusters Score -2278544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2278546.250000 Penalty: 4912.030762
	Iteration 42Q: 3 clusters Score -2278546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2278556.500000 Penalty: 4912.030762
	Iteration 43Q: 3 clusters Score -2278556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2278571.750000 Penalty: 4912.030762
	Iteration 44Q: 3 clusters Score -2278572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2278586.250000 Penalty: 4912.030762
	Iteration 45Q: 3 clusters Score -2278586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2278600.750000 Penalty: 4912.030762
	Iteration 46Q: 3 clusters Score -2278601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2278615.500000 Penalty: 4912.030762
	Iteration 47Q: 3 clusters Score -2278616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2278635.500000 Penalty: 4912.030762
	Iteration 48Q: 3 clusters Score -2278636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2278657.250000 Penalty: 4912.030762
	Iteration 49Q: 3 clusters Score -2278657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2278670.750000 Penalty: 4912.030762
	Iteration 50Q: 3 clusters Score -2278671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2278691.250000 Penalty: 4912.030762
	Iteration 51Q: 3 clusters Score -2278691 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2278712.000000 Penalty: 4912.030762
	Iteration 52Q: 3 clusters Score -2278712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2278727.500000 Penalty: 4912.030762
	Iteration 53Q: 3 clusters Score -2278728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2278770.000000 Penalty: 4912.030762
	Iteration 54Q: 3 clusters Score -2278770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2278792.250000 Penalty: 4912.030762
	Iteration 55Q: 3 clusters Score -2278792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2278816.000000 Penalty: 4912.030762
	Iteration 56Q: 3 clusters Score -2278816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2278832.500000 Penalty: 4912.030762
	Iteration 57Q: 3 clusters Score -2278832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2278845.250000 Penalty: 4912.030762
	Iteration 58Q: 3 clusters Score -2278845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2278857.250000 Penalty: 4912.030762
	Iteration 59Q: 3 clusters Score -2278857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2278867.250000 Penalty: 4912.030762
	Iteration 60F: 3 clusters Score -2278867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2278874.250000 Penalty: 4912.030762
	Iteration 61Q: 3 clusters Score -2278874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2278875.750000 Penalty: 4912.030762
	Iteration 62Q: 3 clusters Score -2278876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2278888.000000 Penalty: 4912.030762
	Iteration 63Q: 3 clusters Score -2278888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2278911.000000 Penalty: 4912.030762
	Iteration 64Q: 3 clusters Score -2278911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2278925.500000 Penalty: 4912.030762
	Iteration 65Q: 3 clusters Score -2278926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2278951.750000 Penalty: 4912.030762
	Iteration 66Q: 3 clusters Score -2278952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2278974.000000 Penalty: 4912.030762
	Iteration 67Q: 3 clusters Score -2278974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2278994.750000 Penalty: 4912.030762
	Iteration 68Q: 3 clusters Score -2278995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2279011.750000 Penalty: 4912.030762
	Iteration 69Q: 3 clusters Score -2279012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2279035.250000 Penalty: 4912.030762
	Iteration 70Q: 3 clusters Score -2279035 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2279050.500000 Penalty: 4912.030762
	Iteration 71Q: 3 clusters Score -2279050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2279073.250000 Penalty: 4912.030762
	Iteration 72Q: 3 clusters Score -2279073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2279087.750000 Penalty: 4912.030762
	Iteration 73Q: 3 clusters Score -2279088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2279110.500000 Penalty: 4912.030762
	Iteration 74Q: 3 clusters Score -2279110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2279131.000000 Penalty: 4912.030762
	Iteration 75Q: 3 clusters Score -2279131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2279152.750000 Penalty: 4912.030762
	Iteration 76Q: 3 clusters Score -2279153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2279163.250000 Penalty: 4912.030762
	Iteration 77Q: 3 clusters Score -2279163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2279188.250000 Penalty: 4912.030762
	Iteration 78Q: 3 clusters Score -2279188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2279201.500000 Penalty: 4912.030762
	Iteration 79Q: 3 clusters Score -2279202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2279216.500000 Penalty: 4912.030762
	Iteration 80F: 3 clusters Score -2279216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2279236.000000 Penalty: 4912.030762
	Iteration 81Q: 3 clusters Score -2279236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2279251.750000 Penalty: 4912.030762
	Iteration 82Q: 3 clusters Score -2279252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2279265.000000 Penalty: 4912.030762
	Iteration 83Q: 3 clusters Score -2279265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2279288.000000 Penalty: 4912.030762
	Iteration 84Q: 3 clusters Score -2279288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2279300.000000 Penalty: 4912.030762
	Iteration 85Q: 3 clusters Score -2279300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2279317.250000 Penalty: 4912.030762
	Iteration 86Q: 3 clusters Score -2279317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2279329.500000 Penalty: 4912.030762
	Iteration 87Q: 3 clusters Score -2279330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2279345.750000 Penalty: 4912.030762
	Iteration 88Q: 3 clusters Score -2279346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2279362.250000 Penalty: 4912.030762
	Iteration 89Q: 3 clusters Score -2279362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2279387.000000 Penalty: 4912.030762
	Iteration 90Q: 3 clusters Score -2279387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2279412.250000 Penalty: 4912.030762
	Iteration 91Q: 3 clusters Score -2279412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2279418.000000 Penalty: 4912.030762
	Iteration 92Q: 3 clusters Score -2279418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2279433.000000 Penalty: 4912.030762
	Iteration 93Q: 3 clusters Score -2279433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2279441.750000 Penalty: 4912.030762
	Iteration 94Q: 3 clusters Score -2279442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2279452.250000 Penalty: 4912.030762
	Iteration 95Q: 3 clusters Score -2279452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2279464.000000 Penalty: 4912.030762
	Iteration 96Q: 3 clusters Score -2279464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2279475.500000 Penalty: 4912.030762
	Iteration 97Q: 3 clusters Score -2279476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2279483.500000 Penalty: 4912.030762
	Iteration 98Q: 3 clusters Score -2279484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2279486.000000 Penalty: 4912.030762
	Iteration 99Q: 3 clusters Score -2279486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2279491.750000 Penalty: 4912.030762
	Iteration 100F: 3 clusters Score -2279492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2279505.250000 Penalty: 4912.030762
	Iteration 101Q: 3 clusters Score -2279505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2279512.500000 Penalty: 4912.030762
	Iteration 102Q: 3 clusters Score -2279512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2279519.250000 Penalty: 4912.030762
	Iteration 103Q: 3 clusters Score -2279519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2279524.500000 Penalty: 4912.030762
	Iteration 104Q: 3 clusters Score -2279524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2279531.000000 Penalty: 4912.030762
	Iteration 105Q: 3 clusters Score -2279531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2279537.000000 Penalty: 4912.030762
	Iteration 106Q: 3 clusters Score -2279537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2279537.500000 Penalty: 4912.030762
	Iteration 107Q: 3 clusters Score -2279538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2279552.500000 Penalty: 4912.030762
	Iteration 108Q: 3 clusters Score -2279552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2279567.750000 Penalty: 4912.030762
	Iteration 109Q: 3 clusters Score -2279568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2279571.750000 Penalty: 4912.030762
	Iteration 110Q: 3 clusters Score -2279572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2279583.750000 Penalty: 4912.030762
	Iteration 111Q: 3 clusters Score -2279584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2279595.500000 Penalty: 4912.030762
	Iteration 112Q: 3 clusters Score -2279596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2279607.750000 Penalty: 4912.030762
	Iteration 113Q: 3 clusters Score -2279608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2279615.250000 Penalty: 4912.030762
	Iteration 114Q: 3 clusters Score -2279615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2279627.750000 Penalty: 4912.030762
	Iteration 115Q: 3 clusters Score -2279628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2279629.250000 Penalty: 4912.030762
	Iteration 116Q: 3 clusters Score -2279629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2279638.000000 Penalty: 4912.030762
	Iteration 117Q: 3 clusters Score -2279638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2279650.750000 Penalty: 4912.030762
	Iteration 118Q: 3 clusters Score -2279651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2279666.250000 Penalty: 4912.030762
	Iteration 119Q: 3 clusters Score -2279666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2279673.750000 Penalty: 4912.030762
	Iteration 120F: 3 clusters Score -2279674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2279676.750000 Penalty: 4912.030762
	Iteration 121Q: 3 clusters Score -2279677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2279684.250000 Penalty: 4912.030762
	Iteration 122Q: 3 clusters Score -2279684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2279688.750000 Penalty: 4912.030762
	Iteration 123Q: 3 clusters Score -2279689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2279691.500000 Penalty: 4912.030762
	Iteration 124Q: 3 clusters Score -2279692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2279697.750000 Penalty: 4912.030762
	Iteration 125Q: 3 clusters Score -2279698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2279703.500000 Penalty: 4912.030762
	Iteration 126Q: 3 clusters Score -2279704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2279709.750000 Penalty: 4912.030762
	Iteration 127Q: 3 clusters Score -2279710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2279709.250000 Penalty: 4912.030762
	Iteration 128Q: 3 clusters Score -2279709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2279708.500000 Penalty: 4912.030762
	Iteration 129Q: 3 clusters Score -2279708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2279713.250000 Penalty: 4912.030762
	Iteration 130Q: 3 clusters Score -2279713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2279709.500000 Penalty: 4912.030762
	Iteration 131Q: 3 clusters Score -2279710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2279712.500000 Penalty: 4912.030762
	Iteration 132Q: 3 clusters Score -2279712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2279716.500000 Penalty: 4912.030762
	Iteration 133Q: 3 clusters Score -2279716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2279719.500000 Penalty: 4912.030762
	Iteration 134Q: 3 clusters Score -2279720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2279720.750000 Penalty: 4912.030762
	Iteration 135Q: 3 clusters Score -2279721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2279717.500000 Penalty: 4912.030762
	Iteration 136Q: 3 clusters Score -2279718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2279724.500000 Penalty: 4912.030762
	Iteration 137Q: 3 clusters Score -2279724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2279724.500000 Penalty: 4912.030762
	Iteration 138F: 3 clusters Score -2279724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Entering Unmasked Estep 
Score: -4459360.500000 Penalty: 2630.727539
	Iteration 0F: 2 clusters Score -4459360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4431802.500000 Penalty: 5261.455078
	Iteration 0F: 3 clusters Score -4431802 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4442078.500000 Penalty: 5261.455078
	Iteration 1F: 3 clusters Score -4442078 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4442599.500000 Penalty: 5261.455078
	Iteration 2Q: 3 clusters Score -4442600 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4443107.500000 Penalty: 5261.455078
	Iteration 3Q: 3 clusters Score -4443108 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4443705.500000 Penalty: 5261.455078
	Iteration 4Q: 3 clusters Score -4443706 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -4444446.500000 Penalty: 5261.455078
	Iteration 5Q: 3 clusters Score -4444446 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -4445469.500000 Penalty: 5261.455078
	Iteration 6Q: 3 clusters Score -4445470 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4446895.000000 Penalty: 5261.455078
	Iteration 7F: 3 clusters Score -4446895 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4448727.500000 Penalty: 5261.455078
	Iteration 8F: 3 clusters Score -4448728 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4451040.000000 Penalty: 5261.455078
	Iteration 9F: 3 clusters Score -4451040 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4453361.500000 Penalty: 5261.455078
	Iteration 10F: 3 clusters Score -4453362 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4455080.500000 Penalty: 5261.455078
	Iteration 11Q: 3 clusters Score -4455080 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4456052.500000 Penalty: 5261.455078
	Iteration 12Q: 3 clusters Score -4456052 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4456496.000000 Penalty: 5261.455078
	Iteration 13Q: 3 clusters Score -4456496 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4456724.000000 Penalty: 5261.455078
	Iteration 14Q: 3 clusters Score -4456724 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4456850.500000 Penalty: 5261.455078
	Iteration 15Q: 3 clusters Score -4456850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4456911.500000 Penalty: 5261.455078
	Iteration 16Q: 3 clusters Score -4456912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4456962.000000 Penalty: 5261.455078
	Iteration 17Q: 3 clusters Score -4456962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4456989.000000 Penalty: 5261.455078
	Iteration 18Q: 3 clusters Score -4456989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4457007.000000 Penalty: 5261.455078
	Iteration 19Q: 3 clusters Score -4457007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4457026.500000 Penalty: 5261.455078
	Iteration 20F: 3 clusters Score -4457026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4457040.000000 Penalty: 5261.455078
	Iteration 21Q: 3 clusters Score -4457040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4457052.000000 Penalty: 5261.455078
	Iteration 22Q: 3 clusters Score -4457052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4457069.500000 Penalty: 5261.455078
	Iteration 23Q: 3 clusters Score -4457070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4457076.500000 Penalty: 5261.455078
	Iteration 24Q: 3 clusters Score -4457076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4457086.500000 Penalty: 5261.455078
	Iteration 25Q: 3 clusters Score -4457086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4457092.500000 Penalty: 5261.455078
	Iteration 26Q: 3 clusters Score -4457092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4457093.500000 Penalty: 5261.455078
	Iteration 27Q: 3 clusters Score -4457094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4457103.500000 Penalty: 5261.455078
	Iteration 28Q: 3 clusters Score -4457104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4457110.500000 Penalty: 5261.455078
	Iteration 29Q: 3 clusters Score -4457110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4457120.000000 Penalty: 5261.455078
	Iteration 30Q: 3 clusters Score -4457120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4457124.500000 Penalty: 5261.455078
	Iteration 31Q: 3 clusters Score -4457124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4457124.500000 Penalty: 5261.455078
	Iteration 32F: 3 clusters Score -4457124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -559094.687500 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -559094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -554478.687500 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -554478.7 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -555600.500000 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -555600.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -555844.000000 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -555844 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -556018.500000 Penalty: 4243.026367
	Iteration 3F: 3 clusters Score -556018.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -556209.375000 Penalty: 4243.026367
	Iteration 4Q: 3 clusters Score -556209.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -556386.437500 Penalty: 4243.026367
	Iteration 5Q: 3 clusters Score -556386.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -556533.000000 Penalty: 4243.026367
	Iteration 6Q: 3 clusters Score -556533 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -556678.250000 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -556678.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -556819.312500 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -556819.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -556964.562500 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -556964.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -557099.875000 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -557099.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -557245.875000 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -557245.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -557389.375000 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -557389.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -557494.687500 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -557494.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -557579.375000 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -557579.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -557653.812500 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -557653.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -557715.000000 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -557715 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -557752.437500 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -557752.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -557773.562500 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -557773.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -557789.312500 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -557789.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -557804.437500 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -557804.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -557823.187500 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -557823.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -557837.937500 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -557837.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -557850.312500 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -557850.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -557858.437500 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -557858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -557864.000000 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -557864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -557868.000000 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -557868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -557871.750000 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -557871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -557872.937500 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -557872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -557877.562500 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -557877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -557880.750000 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -557880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -557881.250000 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -557881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -557884.937500 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -557884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -557887.187500 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -557887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -557889.500000 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -557889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -557890.312500 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -557890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -557893.000000 Penalty: 4243.026367
	Iteration 36Q: 3 clusters Score -557893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -557895.562500 Penalty: 4243.026367
	Iteration 37Q: 3 clusters Score -557895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -557897.437500 Penalty: 4243.026367
	Iteration 38Q: 3 clusters Score -557897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -557898.000000 Penalty: 4243.026367
	Iteration 39Q: 3 clusters Score -557898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -557898.750000 Penalty: 4243.026367
	Iteration 40F: 3 clusters Score -557898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -557904.187500 Penalty: 4243.026367
	Iteration 41Q: 3 clusters Score -557904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -557910.500000 Penalty: 4243.026367
	Iteration 42Q: 3 clusters Score -557910.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -557914.062500 Penalty: 4243.026367
	Iteration 43Q: 3 clusters Score -557914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -557915.875000 Penalty: 4243.026367
	Iteration 44Q: 3 clusters Score -557915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -557917.562500 Penalty: 4243.026367
	Iteration 45Q: 3 clusters Score -557917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -557917.562500 Penalty: 4243.026367
	Iteration 46F: 3 clusters Score -557917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Entering Unmasked Estep 
Score: -677370.750000 Penalty: 2179.608887
	Iteration 0F: 2 clusters Score -677370.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -671920.437500 Penalty: 4359.217773
	Iteration 0F: 3 clusters Score -671920.4 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -673409.312500 Penalty: 4359.217773
	Iteration 1F: 3 clusters Score -673409.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -673696.312500 Penalty: 4359.217773
	Iteration 2F: 3 clusters Score -673696.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -673961.187500 Penalty: 4359.217773
	Iteration 3F: 3 clusters Score -673961.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -674219.875000 Penalty: 4359.217773
	Iteration 4Q: 3 clusters Score -674219.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -674451.187500 Penalty: 4359.217773
	Iteration 5F: 3 clusters Score -674451.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -674676.187500 Penalty: 4359.217773
	Iteration 6Q: 3 clusters Score -674676.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -674906.312500 Penalty: 4359.217773
	Iteration 7Q: 3 clusters Score -674906.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -675140.750000 Penalty: 4359.217773
	Iteration 8Q: 3 clusters Score -675140.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -675362.062500 Penalty: 4359.217773
	Iteration 9Q: 3 clusters Score -675362.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -675560.250000 Penalty: 4359.217773
	Iteration 10Q: 3 clusters Score -675560.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -675741.375000 Penalty: 4359.217773
	Iteration 11Q: 3 clusters Score -675741.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -675909.125000 Penalty: 4359.217773
	Iteration 12Q: 3 clusters Score -675909.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -676033.312500 Penalty: 4359.217773
	Iteration 13Q: 3 clusters Score -676033.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -676134.437500 Penalty: 4359.217773
	Iteration 14Q: 3 clusters Score -676134.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -676203.562500 Penalty: 4359.217773
	Iteration 15Q: 3 clusters Score -676203.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -676258.562500 Penalty: 4359.217773
	Iteration 16Q: 3 clusters Score -676258.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -676309.750000 Penalty: 4359.217773
	Iteration 17Q: 3 clusters Score -676309.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -676357.250000 Penalty: 4359.217773
	Iteration 18Q: 3 clusters Score -676357.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -676380.437500 Penalty: 4359.217773
	Iteration 19Q: 3 clusters Score -676380.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -676397.437500 Penalty: 4359.217773
	Iteration 20F: 3 clusters Score -676397.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -676406.500000 Penalty: 4359.217773
	Iteration 21Q: 3 clusters Score -676406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -676413.562500 Penalty: 4359.217773
	Iteration 22Q: 3 clusters Score -676413.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -676427.125000 Penalty: 4359.217773
	Iteration 23Q: 3 clusters Score -676427.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -676436.937500 Penalty: 4359.217773
	Iteration 24Q: 3 clusters Score -676436.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -676446.062500 Penalty: 4359.217773
	Iteration 25Q: 3 clusters Score -676446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -676453.062500 Penalty: 4359.217773
	Iteration 26Q: 3 clusters Score -676453.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -676461.250000 Penalty: 4359.217773
	Iteration 27Q: 3 clusters Score -676461.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -676468.500000 Penalty: 4359.217773
	Iteration 28Q: 3 clusters Score -676468.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -676474.812500 Penalty: 4359.217773
	Iteration 29Q: 3 clusters Score -676474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -676477.562500 Penalty: 4359.217773
	Iteration 30Q: 3 clusters Score -676477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -676479.625000 Penalty: 4359.217773
	Iteration 31Q: 3 clusters Score -676479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -676482.187500 Penalty: 4359.217773
	Iteration 32Q: 3 clusters Score -676482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -676484.625000 Penalty: 4359.217773
	Iteration 33Q: 3 clusters Score -676484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -676484.625000 Penalty: 4359.217773
	Iteration 34F: 3 clusters Score -676484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (177324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177324 members 
Entering Unmasked Estep 
Score: -19936860.000000 Penalty: 2997.261963
	Iteration 0F: 2 clusters Score -1.993686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -19819110.000000 Penalty: 5994.523926
	Iteration 0F: 3 clusters Score -1.981911e+07 nChanged 84901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -19868722.000000 Penalty: 5994.523926
	Iteration 1F: 3 clusters Score -1.986872e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -19869712.000000 Penalty: 5994.523926
	Iteration 2Q: 3 clusters Score -1.986971e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -19871092.000000 Penalty: 5994.523926
	Iteration 3Q: 3 clusters Score -1.987109e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -19872874.000000 Penalty: 5994.523926
	Iteration 4Q: 3 clusters Score -1.987287e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -19875798.000000 Penalty: 5994.523926
	Iteration 5Q: 3 clusters Score -1.98758e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 113019 members 
Entering Unmasked Estep 
Score: -19880650.000000 Penalty: 5994.523926
	Iteration 6F: 3 clusters Score -1.988065e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 123500 members 
Entering Unmasked Estep 
Score: -19888682.000000 Penalty: 5994.523926
	Iteration 7F: 3 clusters Score -1.988868e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 135778 members 
Entering Unmasked Estep 
Score: -19898960.000000 Penalty: 5994.523926
	Iteration 8F: 3 clusters Score -1.989896e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -19909868.000000 Penalty: 5994.523926
	Iteration 9F: 3 clusters Score -1.990987e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 157592 members 
Entering Unmasked Estep 
Score: -19918898.000000 Penalty: 5994.523926
	Iteration 10F: 3 clusters Score -1.99189e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 164488 members 
Entering Unmasked Estep 
Score: -19924802.000000 Penalty: 5994.523926
	Iteration 11Q: 3 clusters Score -1.99248e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 168955 members 
Entering Unmasked Estep 
Score: -19928518.000000 Penalty: 5994.523926
	Iteration 12Q: 3 clusters Score -1.992852e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 171872 members 
Entering Unmasked Estep 
Score: -19930788.000000 Penalty: 5994.523926
	Iteration 13Q: 3 clusters Score -1.993079e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 173778 members 
Entering Unmasked Estep 
Score: -19932124.000000 Penalty: 5994.523926
	Iteration 14Q: 3 clusters Score -1.993212e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -19932932.000000 Penalty: 5994.523926
	Iteration 15Q: 3 clusters Score -1.993293e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 175508 members 
Entering Unmasked Estep 
Score: -19933378.000000 Penalty: 5994.523926
	Iteration 16Q: 3 clusters Score -1.993338e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 175932 members 
Entering Unmasked Estep 
Score: -19933722.000000 Penalty: 5994.523926
	Iteration 17Q: 3 clusters Score -1.993372e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 176173 members 
Entering Unmasked Estep 
Score: -19933886.000000 Penalty: 5994.523926
	Iteration 18Q: 3 clusters Score -1.993389e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -19933986.000000 Penalty: 5994.523926
	Iteration 19Q: 3 clusters Score -1.993399e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -19934062.000000 Penalty: 5994.523926
	Iteration 20F: 3 clusters Score -1.993406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 176505 members 
Entering Unmasked Estep 
Score: -19934094.000000 Penalty: 5994.523926
	Iteration 21Q: 3 clusters Score -1.993409e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -19934140.000000 Penalty: 5994.523926
	Iteration 22Q: 3 clusters Score -1.993414e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 176588 members 
Entering Unmasked Estep 
Score: -19934134.000000 Penalty: 5994.523926
	Iteration 23Q: 3 clusters Score -1.993413e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -19934164.000000 Penalty: 5994.523926
	Iteration 24Q: 3 clusters Score -1.993416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 176623 members 
Entering Unmasked Estep 
Score: -19934192.000000 Penalty: 5994.523926
	Iteration 25Q: 3 clusters Score -1.993419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -19934164.000000 Penalty: 5994.523926
	Iteration 26Q: 3 clusters Score -1.993416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 176642 members 
Entering Unmasked Estep 
Score: -19934194.000000 Penalty: 5994.523926
	Iteration 27Q: 3 clusters Score -1.993419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 176652 members 
Entering Unmasked Estep 
Score: -19934208.000000 Penalty: 5994.523926
	Iteration 28Q: 3 clusters Score -1.993421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 176657 members 
Entering Unmasked Estep 
Score: -19934224.000000 Penalty: 5994.523926
	Iteration 29Q: 3 clusters Score -1.993422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -19934226.000000 Penalty: 5994.523926
	Iteration 30Q: 3 clusters Score -1.993423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 176662 members 
Entering Unmasked Estep 
Score: -19934234.000000 Penalty: 5994.523926
	Iteration 31Q: 3 clusters Score -1.993423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 176665 members 
Entering Unmasked Estep 
Score: -19934240.000000 Penalty: 5994.523926
	Iteration 32Q: 3 clusters Score -1.993424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 176666 members 
Entering Unmasked Estep 
Score: -19934240.000000 Penalty: 5994.523926
	Iteration 33Q: 3 clusters Score -1.993424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -19934244.000000 Penalty: 5994.523926
	Iteration 34Q: 3 clusters Score -1.993424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -19934238.000000 Penalty: 5994.523926
	Iteration 35Q: 3 clusters Score -1.993424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 176670 members 
Entering Unmasked Estep 
Score: -19934256.000000 Penalty: 5994.523926
	Iteration 36Q: 3 clusters Score -1.993426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -19934252.000000 Penalty: 5994.523926
	Iteration 37Q: 3 clusters Score -1.993425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -19934250.000000 Penalty: 5994.523926
	Iteration 38Q: 3 clusters Score -1.993425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -19934238.000000 Penalty: 5994.523926
	Iteration 39Q: 3 clusters Score -1.993424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 176683 members 
Entering Unmasked Estep 
Score: -19934246.000000 Penalty: 5994.523926
	Iteration 40F: 3 clusters Score -1.993425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -19934258.000000 Penalty: 5994.523926
	Iteration 41Q: 3 clusters Score -1.993426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 176692 members 
Entering Unmasked Estep 
Score: -19934268.000000 Penalty: 5994.523926
	Iteration 42Q: 3 clusters Score -1.993427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 176697 members 
Entering Unmasked Estep 
Score: -19934274.000000 Penalty: 5994.523926
	Iteration 43Q: 3 clusters Score -1.993427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 176697 members 
Entering Unmasked Estep 
Score: -19934262.000000 Penalty: 5994.523926
	Iteration 44Q: 3 clusters Score -1.993426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 176699 members 
Entering Unmasked Estep 
Score: -19934274.000000 Penalty: 5994.523926
	Iteration 45Q: 3 clusters Score -1.993427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 176700 members 
Entering Unmasked Estep 
Score: -19934268.000000 Penalty: 5994.523926
	Iteration 46Q: 3 clusters Score -1.993427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 176700 members 
Entering Unmasked Estep 
Score: -19934272.000000 Penalty: 5994.523926
	Iteration 47Q: 3 clusters Score -1.993427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -19934258.000000 Penalty: 5994.523926
	Iteration 48Q: 3 clusters Score -1.993426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -19934258.000000 Penalty: 5994.523926
	Iteration 49F: 3 clusters Score -1.993426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (244115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244115 members 
Entering Unmasked Estep 
Score: -27504286.000000 Penalty: 3076.537842
	Iteration 0F: 2 clusters Score -2.750429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122336 members 
Mstep: Class 2 contains 121779 members 
Entering Unmasked Estep 
Score: -27349376.000000 Penalty: 6153.075684
	Iteration 0F: 3 clusters Score -2.734938e+07 nChanged 118041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126153 members 
Mstep: Class 2 contains 117962 members 
Entering Unmasked Estep 
Score: -27418808.000000 Penalty: 6153.075684
	Iteration 1F: 3 clusters Score -2.741881e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128513 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -27419636.000000 Penalty: 6153.075684
	Iteration 2Q: 3 clusters Score -2.741964e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132234 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -27420834.000000 Penalty: 6153.075684
	Iteration 3Q: 3 clusters Score -2.742083e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137998 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -27422778.000000 Penalty: 6153.075684
	Iteration 4Q: 3 clusters Score -2.742278e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146847 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -27426062.000000 Penalty: 6153.075684
	Iteration 5Q: 3 clusters Score -2.742606e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -27432970.000000 Penalty: 6153.075684
	Iteration 6F: 3 clusters Score -2.743297e+07 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178649 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -27445938.000000 Penalty: 6153.075684
	Iteration 7F: 3 clusters Score -2.744594e+07 nChanged 22628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201271 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -27466186.000000 Penalty: 6153.075684
	Iteration 8F: 3 clusters Score -2.746619e+07 nChanged 21853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223124 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -27487478.000000 Penalty: 6153.075684
	Iteration 9F: 3 clusters Score -2.748748e+07 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237114 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -27496786.000000 Penalty: 6153.075684
	Iteration 10F: 3 clusters Score -2.749679e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242235 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -27500018.000000 Penalty: 6153.075684
	Iteration 11Q: 3 clusters Score -2.750002e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243558 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -27501162.000000 Penalty: 6153.075684
	Iteration 12Q: 3 clusters Score -2.750116e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243833 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27501392.000000 Penalty: 6153.075684
	Iteration 13Q: 3 clusters Score -2.750139e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243871 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27501450.000000 Penalty: 6153.075684
	Iteration 14Q: 3 clusters Score -2.750145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243881 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27501474.000000 Penalty: 6153.075684
	Iteration 15Q: 3 clusters Score -2.750147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243893 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27501506.000000 Penalty: 6153.075684
	Iteration 16Q: 3 clusters Score -2.750151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243906 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27501522.000000 Penalty: 6153.075684
	Iteration 17Q: 3 clusters Score -2.750152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243910 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27501548.000000 Penalty: 6153.075684
	Iteration 18Q: 3 clusters Score -2.750155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243913 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27501530.000000 Penalty: 6153.075684
	Iteration 19Q: 3 clusters Score -2.750153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243913 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27501548.000000 Penalty: 6153.075684
	Iteration 20F: 3 clusters Score -2.750155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243913 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27501544.000000 Penalty: 6153.075684
	Iteration 21Q: 3 clusters Score -2.750154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243912 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27501544.000000 Penalty: 6153.075684
	Iteration 22Q: 3 clusters Score -2.750154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243912 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27501544.000000 Penalty: 6153.075684
	Iteration 23F: 3 clusters Score -2.750154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Entering Unmasked Estep 
Score: -959300.625000 Penalty: 2243.713623
	Iteration 0F: 2 clusters Score -959300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -952608.625000 Penalty: 4487.427246
	Iteration 0F: 3 clusters Score -952608.6 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -954368.812500 Penalty: 4487.427246
	Iteration 1F: 3 clusters Score -954368.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -954659.812500 Penalty: 4487.427246
	Iteration 2F: 3 clusters Score -954659.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -954858.250000 Penalty: 4487.427246
	Iteration 3F: 3 clusters Score -954858.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -955040.500000 Penalty: 4487.427246
	Iteration 4Q: 3 clusters Score -955040.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -955253.312500 Penalty: 4487.427246
	Iteration 5Q: 3 clusters Score -955253.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -955504.937500 Penalty: 4487.427246
	Iteration 6Q: 3 clusters Score -955504.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -955811.562500 Penalty: 4487.427246
	Iteration 7F: 3 clusters Score -955811.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -956239.062500 Penalty: 4487.427246
	Iteration 8F: 3 clusters Score -956239.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -956729.625000 Penalty: 4487.427246
	Iteration 9F: 3 clusters Score -956729.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -957162.625000 Penalty: 4487.427246
	Iteration 10Q: 3 clusters Score -957162.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -957552.500000 Penalty: 4487.427246
	Iteration 11Q: 3 clusters Score -957552.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -957852.625000 Penalty: 4487.427246
	Iteration 12Q: 3 clusters Score -957852.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -958151.312500 Penalty: 4487.427246
	Iteration 13Q: 3 clusters Score -958151.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -958366.562500 Penalty: 4487.427246
	Iteration 14Q: 3 clusters Score -958366.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -958531.375000 Penalty: 4487.427246
	Iteration 15Q: 3 clusters Score -958531.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -958687.500000 Penalty: 4487.427246
	Iteration 16Q: 3 clusters Score -958687.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -958820.937500 Penalty: 4487.427246
	Iteration 17Q: 3 clusters Score -958820.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -958882.875000 Penalty: 4487.427246
	Iteration 18Q: 3 clusters Score -958882.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -958911.625000 Penalty: 4487.427246
	Iteration 19Q: 3 clusters Score -958911.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -958927.750000 Penalty: 4487.427246
	Iteration 20F: 3 clusters Score -958927.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -958941.000000 Penalty: 4487.427246
	Iteration 21Q: 3 clusters Score -958941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -958943.625000 Penalty: 4487.427246
	Iteration 22Q: 3 clusters Score -958943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -958944.375000 Penalty: 4487.427246
	Iteration 23Q: 3 clusters Score -958944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -958943.562500 Penalty: 4487.427246
	Iteration 24Q: 3 clusters Score -958943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -958944.687500 Penalty: 4487.427246
	Iteration 25Q: 3 clusters Score -958944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -958945.437500 Penalty: 4487.427246
	Iteration 26Q: 3 clusters Score -958945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -958947.312500 Penalty: 4487.427246
	Iteration 27Q: 3 clusters Score -958947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -958947.312500 Penalty: 4487.427246
	Iteration 28F: 3 clusters Score -958947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -1204982.375000 Penalty: 2297.395508
	Iteration 0F: 2 clusters Score -1204982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1196912.750000 Penalty: 4594.791016
	Iteration 0F: 3 clusters Score -1196913 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1199313.125000 Penalty: 4594.791016
	Iteration 1F: 3 clusters Score -1199313 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1199607.250000 Penalty: 4594.791016
	Iteration 2F: 3 clusters Score -1199607 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1199784.750000 Penalty: 4594.791016
	Iteration 3Q: 3 clusters Score -1199785 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1199917.125000 Penalty: 4594.791016
	Iteration 4Q: 3 clusters Score -1199917 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1200029.250000 Penalty: 4594.791016
	Iteration 5Q: 3 clusters Score -1200029 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1200115.625000 Penalty: 4594.791016
	Iteration 6Q: 3 clusters Score -1200116 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1200178.500000 Penalty: 4594.791016
	Iteration 7Q: 3 clusters Score -1200178 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1200235.375000 Penalty: 4594.791016
	Iteration 8Q: 3 clusters Score -1200235 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1200280.375000 Penalty: 4594.791016
	Iteration 9Q: 3 clusters Score -1200280 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1200323.000000 Penalty: 4594.791016
	Iteration 10Q: 3 clusters Score -1200323 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1200355.000000 Penalty: 4594.791016
	Iteration 11Q: 3 clusters Score -1200355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1200384.125000 Penalty: 4594.791016
	Iteration 12Q: 3 clusters Score -1200384 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1200412.875000 Penalty: 4594.791016
	Iteration 13Q: 3 clusters Score -1200413 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1200442.625000 Penalty: 4594.791016
	Iteration 14Q: 3 clusters Score -1200443 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1200474.250000 Penalty: 4594.791016
	Iteration 15Q: 3 clusters Score -1200474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1200502.500000 Penalty: 4594.791016
	Iteration 16Q: 3 clusters Score -1200502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1200528.750000 Penalty: 4594.791016
	Iteration 17Q: 3 clusters Score -1200529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1200558.500000 Penalty: 4594.791016
	Iteration 18Q: 3 clusters Score -1200558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1200593.875000 Penalty: 4594.791016
	Iteration 19Q: 3 clusters Score -1200594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1200642.000000 Penalty: 4594.791016
	Iteration 20F: 3 clusters Score -1200642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1200701.000000 Penalty: 4594.791016
	Iteration 21Q: 3 clusters Score -1200701 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1200772.125000 Penalty: 4594.791016
	Iteration 22Q: 3 clusters Score -1200772 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1200847.125000 Penalty: 4594.791016
	Iteration 23Q: 3 clusters Score -1200847 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1200948.500000 Penalty: 4594.791016
	Iteration 24Q: 3 clusters Score -1200948 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1201082.750000 Penalty: 4594.791016
	Iteration 25Q: 3 clusters Score -1201083 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1201238.375000 Penalty: 4594.791016
	Iteration 26Q: 3 clusters Score -1201238 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1201408.625000 Penalty: 4594.791016
	Iteration 27Q: 3 clusters Score -1201409 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1201612.500000 Penalty: 4594.791016
	Iteration 28Q: 3 clusters Score -1201612 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1201809.375000 Penalty: 4594.791016
	Iteration 29Q: 3 clusters Score -1201809 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1202009.250000 Penalty: 4594.791016
	Iteration 30Q: 3 clusters Score -1202009 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1202205.500000 Penalty: 4594.791016
	Iteration 31Q: 3 clusters Score -1202206 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1202377.500000 Penalty: 4594.791016
	Iteration 32Q: 3 clusters Score -1202378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1202488.375000 Penalty: 4594.791016
	Iteration 33Q: 3 clusters Score -1202488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1202577.500000 Penalty: 4594.791016
	Iteration 34Q: 3 clusters Score -1202578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1202642.000000 Penalty: 4594.791016
	Iteration 35Q: 3 clusters Score -1202642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1202712.625000 Penalty: 4594.791016
	Iteration 36Q: 3 clusters Score -1202713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1202764.500000 Penalty: 4594.791016
	Iteration 37Q: 3 clusters Score -1202764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1202806.750000 Penalty: 4594.791016
	Iteration 38Q: 3 clusters Score -1202807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1202833.125000 Penalty: 4594.791016
	Iteration 39Q: 3 clusters Score -1202833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1202856.500000 Penalty: 4594.791016
	Iteration 40F: 3 clusters Score -1202856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1202884.375000 Penalty: 4594.791016
	Iteration 41Q: 3 clusters Score -1202884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1202909.375000 Penalty: 4594.791016
	Iteration 42Q: 3 clusters Score -1202909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1202930.750000 Penalty: 4594.791016
	Iteration 43Q: 3 clusters Score -1202931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1202944.250000 Penalty: 4594.791016
	Iteration 44Q: 3 clusters Score -1202944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1202955.750000 Penalty: 4594.791016
	Iteration 45Q: 3 clusters Score -1202956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1202961.500000 Penalty: 4594.791016
	Iteration 46Q: 3 clusters Score -1202962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1202972.000000 Penalty: 4594.791016
	Iteration 47Q: 3 clusters Score -1202972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1202981.250000 Penalty: 4594.791016
	Iteration 48Q: 3 clusters Score -1202981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1202994.875000 Penalty: 4594.791016
	Iteration 49Q: 3 clusters Score -1202995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1203007.125000 Penalty: 4594.791016
	Iteration 50Q: 3 clusters Score -1203007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1203023.375000 Penalty: 4594.791016
	Iteration 51Q: 3 clusters Score -1203023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1203029.250000 Penalty: 4594.791016
	Iteration 52Q: 3 clusters Score -1203029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1203037.000000 Penalty: 4594.791016
	Iteration 53Q: 3 clusters Score -1203037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1203038.500000 Penalty: 4594.791016
	Iteration 54Q: 3 clusters Score -1203038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1203040.750000 Penalty: 4594.791016
	Iteration 55Q: 3 clusters Score -1203041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1203046.375000 Penalty: 4594.791016
	Iteration 56Q: 3 clusters Score -1203046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1203048.250000 Penalty: 4594.791016
	Iteration 57Q: 3 clusters Score -1203048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1203050.625000 Penalty: 4594.791016
	Iteration 58Q: 3 clusters Score -1203051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1203052.000000 Penalty: 4594.791016
	Iteration 59Q: 3 clusters Score -1203052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1203056.000000 Penalty: 4594.791016
	Iteration 60F: 3 clusters Score -1203056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1203064.125000 Penalty: 4594.791016
	Iteration 61Q: 3 clusters Score -1203064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1203067.875000 Penalty: 4594.791016
	Iteration 62Q: 3 clusters Score -1203068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1203077.125000 Penalty: 4594.791016
	Iteration 63Q: 3 clusters Score -1203077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1203081.250000 Penalty: 4594.791016
	Iteration 64Q: 3 clusters Score -1203081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1203086.000000 Penalty: 4594.791016
	Iteration 65Q: 3 clusters Score -1203086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1203094.250000 Penalty: 4594.791016
	Iteration 66Q: 3 clusters Score -1203094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1203101.500000 Penalty: 4594.791016
	Iteration 67Q: 3 clusters Score -1203102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1203110.000000 Penalty: 4594.791016
	Iteration 68Q: 3 clusters Score -1203110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1203115.875000 Penalty: 4594.791016
	Iteration 69Q: 3 clusters Score -1203116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1203122.750000 Penalty: 4594.791016
	Iteration 70Q: 3 clusters Score -1203123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1203132.875000 Penalty: 4594.791016
	Iteration 71Q: 3 clusters Score -1203133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1203137.750000 Penalty: 4594.791016
	Iteration 72Q: 3 clusters Score -1203138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1203142.250000 Penalty: 4594.791016
	Iteration 73Q: 3 clusters Score -1203142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1203147.625000 Penalty: 4594.791016
	Iteration 74Q: 3 clusters Score -1203148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1203145.625000 Penalty: 4594.791016
	Iteration 75Q: 3 clusters Score -1203146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1203146.375000 Penalty: 4594.791016
	Iteration 76Q: 3 clusters Score -1203146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1203146.375000 Penalty: 4594.791016
	Iteration 77F: 3 clusters Score -1203146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -38871.851562 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -38871.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37481.023438 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37481.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37667.480469 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -37667.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37767.582031 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -37767.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37819.171875 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -37819.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37841.656250 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -37841.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37883.562500 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -37883.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38025.843750 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -38025.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38196.101562 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -38196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38334.953125 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -38334.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38364.046875 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -38364.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38366.921875 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -38366.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38370.917969 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -38370.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38377.394531 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -38377.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38384.609375 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -38384.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38387.921875 Penalty: 2964.270020
	Iteration 14Q: 3 clusters Score -38387.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38387.921875 Penalty: 2964.270020
	Iteration 15F: 3 clusters Score -38387.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Entering Unmasked Estep 
Score: -4499177.500000 Penalty: 2625.134521
	Iteration 0F: 2 clusters Score -4499178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4472403.500000 Penalty: 5250.269043
	Iteration 0F: 3 clusters Score -4472404 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4482047.500000 Penalty: 5250.269043
	Iteration 1F: 3 clusters Score -4482048 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4482461.000000 Penalty: 5250.269043
	Iteration 2Q: 3 clusters Score -4482461 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4482862.000000 Penalty: 5250.269043
	Iteration 3Q: 3 clusters Score -4482862 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4483378.000000 Penalty: 5250.269043
	Iteration 4Q: 3 clusters Score -4483378 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4484071.000000 Penalty: 5250.269043
	Iteration 5Q: 3 clusters Score -4484071 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4485113.000000 Penalty: 5250.269043
	Iteration 6F: 3 clusters Score -4485113 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -4486732.500000 Penalty: 5250.269043
	Iteration 7F: 3 clusters Score -4486732 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4489056.500000 Penalty: 5250.269043
	Iteration 8F: 3 clusters Score -4489056 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4491616.500000 Penalty: 5250.269043
	Iteration 9F: 3 clusters Score -4491616 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4493827.500000 Penalty: 5250.269043
	Iteration 10F: 3 clusters Score -4493828 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4495303.500000 Penalty: 5250.269043
	Iteration 11Q: 3 clusters Score -4495304 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4496103.000000 Penalty: 5250.269043
	Iteration 12Q: 3 clusters Score -4496103 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4496508.000000 Penalty: 5250.269043
	Iteration 13Q: 3 clusters Score -4496508 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4496719.000000 Penalty: 5250.269043
	Iteration 14Q: 3 clusters Score -4496719 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4496824.500000 Penalty: 5250.269043
	Iteration 15Q: 3 clusters Score -4496824 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4496902.500000 Penalty: 5250.269043
	Iteration 16Q: 3 clusters Score -4496902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4496941.000000 Penalty: 5250.269043
	Iteration 17Q: 3 clusters Score -4496941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4496979.500000 Penalty: 5250.269043
	Iteration 18Q: 3 clusters Score -4496980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -4497007.500000 Penalty: 5250.269043
	Iteration 19Q: 3 clusters Score -4497008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -4497035.000000 Penalty: 5250.269043
	Iteration 20F: 3 clusters Score -4497035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4497051.000000 Penalty: 5250.269043
	Iteration 21Q: 3 clusters Score -4497051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4497069.000000 Penalty: 5250.269043
	Iteration 22Q: 3 clusters Score -4497069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4497077.500000 Penalty: 5250.269043
	Iteration 23Q: 3 clusters Score -4497078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -4497094.500000 Penalty: 5250.269043
	Iteration 24Q: 3 clusters Score -4497094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -4497102.000000 Penalty: 5250.269043
	Iteration 25Q: 3 clusters Score -4497102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4497132.000000 Penalty: 5250.269043
	Iteration 26Q: 3 clusters Score -4497132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -4497148.500000 Penalty: 5250.269043
	Iteration 27Q: 3 clusters Score -4497148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4497151.500000 Penalty: 5250.269043
	Iteration 28Q: 3 clusters Score -4497152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4497160.500000 Penalty: 5250.269043
	Iteration 29Q: 3 clusters Score -4497160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -4497159.500000 Penalty: 5250.269043
	Iteration 30Q: 3 clusters Score -4497160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -4497173.500000 Penalty: 5250.269043
	Iteration 31Q: 3 clusters Score -4497174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4497174.000000 Penalty: 5250.269043
	Iteration 32Q: 3 clusters Score -4497174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -4497176.500000 Penalty: 5250.269043
	Iteration 33Q: 3 clusters Score -4497176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -4497173.000000 Penalty: 5250.269043
	Iteration 34Q: 3 clusters Score -4497173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4497173.500000 Penalty: 5250.269043
	Iteration 35Q: 3 clusters Score -4497174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4497173.500000 Penalty: 5250.269043
	Iteration 36F: 3 clusters Score -4497174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Entering Unmasked Estep 
Score: -2601550.000000 Penalty: 2490.919922
	Iteration 0F: 2 clusters Score -2601550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2585481.500000 Penalty: 4981.839844
	Iteration 0F: 3 clusters Score -2585482 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2590984.000000 Penalty: 4981.839844
	Iteration 1F: 3 clusters Score -2590984 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2591521.500000 Penalty: 4981.839844
	Iteration 2F: 3 clusters Score -2591522 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2592162.750000 Penalty: 4981.839844
	Iteration 3F: 3 clusters Score -2592163 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2592987.000000 Penalty: 4981.839844
	Iteration 4F: 3 clusters Score -2592987 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2594057.250000 Penalty: 4981.839844
	Iteration 5F: 3 clusters Score -2594057 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2595221.500000 Penalty: 4981.839844
	Iteration 6F: 3 clusters Score -2595222 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2596295.250000 Penalty: 4981.839844
	Iteration 7F: 3 clusters Score -2596295 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2597075.500000 Penalty: 4981.839844
	Iteration 8F: 3 clusters Score -2597076 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2597663.000000 Penalty: 4981.839844
	Iteration 9Q: 3 clusters Score -2597663 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2598146.250000 Penalty: 4981.839844
	Iteration 10Q: 3 clusters Score -2598146 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2598562.500000 Penalty: 4981.839844
	Iteration 11Q: 3 clusters Score -2598562 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2598944.500000 Penalty: 4981.839844
	Iteration 12Q: 3 clusters Score -2598944 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2599233.750000 Penalty: 4981.839844
	Iteration 13Q: 3 clusters Score -2599234 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2599436.500000 Penalty: 4981.839844
	Iteration 14Q: 3 clusters Score -2599436 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2599586.500000 Penalty: 4981.839844
	Iteration 15Q: 3 clusters Score -2599586 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2599711.250000 Penalty: 4981.839844
	Iteration 16Q: 3 clusters Score -2599711 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2599785.750000 Penalty: 4981.839844
	Iteration 17Q: 3 clusters Score -2599786 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2599852.000000 Penalty: 4981.839844
	Iteration 18Q: 3 clusters Score -2599852 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2599896.000000 Penalty: 4981.839844
	Iteration 19Q: 3 clusters Score -2599896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2599918.500000 Penalty: 4981.839844
	Iteration 20F: 3 clusters Score -2599918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2599936.000000 Penalty: 4981.839844
	Iteration 21Q: 3 clusters Score -2599936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2599958.500000 Penalty: 4981.839844
	Iteration 22Q: 3 clusters Score -2599958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2599971.750000 Penalty: 4981.839844
	Iteration 23Q: 3 clusters Score -2599972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2599980.750000 Penalty: 4981.839844
	Iteration 24Q: 3 clusters Score -2599981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2599991.000000 Penalty: 4981.839844
	Iteration 25Q: 3 clusters Score -2599991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2599997.250000 Penalty: 4981.839844
	Iteration 26Q: 3 clusters Score -2599997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2600005.500000 Penalty: 4981.839844
	Iteration 27Q: 3 clusters Score -2600006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2600007.250000 Penalty: 4981.839844
	Iteration 28Q: 3 clusters Score -2600007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2600011.500000 Penalty: 4981.839844
	Iteration 29Q: 3 clusters Score -2600012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2600008.250000 Penalty: 4981.839844
	Iteration 30Q: 3 clusters Score -2600008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2600007.500000 Penalty: 4981.839844
	Iteration 31Q: 3 clusters Score -2600008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2600008.250000 Penalty: 4981.839844
	Iteration 32Q: 3 clusters Score -2600008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2600008.000000 Penalty: 4981.839844
	Iteration 33Q: 3 clusters Score -2600008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2600009.250000 Penalty: 4981.839844
	Iteration 34Q: 3 clusters Score -2600009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2600011.000000 Penalty: 4981.839844
	Iteration 35Q: 3 clusters Score -2600011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2600011.000000 Penalty: 4981.839844
	Iteration 36F: 3 clusters Score -2600011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 485 members 
Entering Unmasked Estep 
Score: -97560.757812 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97560.76 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97828.195312 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97828.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97910.234375 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -97910.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97969.414062 Penalty: 3415.212646
	Iteration 3Q: 3 clusters Score -97969.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98059.890625 Penalty: 3415.212646
	Iteration 4Q: 3 clusters Score -98059.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98161.070312 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -98161.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98401.664062 Penalty: 3415.212646
	Iteration 6F: 3 clusters Score -98401.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98796.328125 Penalty: 3415.212646
	Iteration 7F: 3 clusters Score -98796.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -98938.617188 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -98938.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98984.984375 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -98984.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99008.070312 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -99008.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99017.500000 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -99017.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99027.437500 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -99027.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -99031.796875 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -99031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -99032.820312 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -99032.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99033.492188 Penalty: 3415.212646
	Iteration 15Q: 3 clusters Score -99033.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99035.109375 Penalty: 3415.212646
	Iteration 16Q: 3 clusters Score -99035.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99035.109375 Penalty: 3415.212646
	Iteration 17F: 3 clusters Score -99035.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Entering Unmasked Estep 
Score: -3930343.000000 Penalty: 2592.006348
	Iteration 0F: 2 clusters Score -3930343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3906663.000000 Penalty: 5184.012695
	Iteration 0F: 3 clusters Score -3906663 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3915570.750000 Penalty: 5184.012695
	Iteration 1F: 3 clusters Score -3915571 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3916517.750000 Penalty: 5184.012695
	Iteration 2F: 3 clusters Score -3916518 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3917782.000000 Penalty: 5184.012695
	Iteration 3F: 3 clusters Score -3917782 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3919176.000000 Penalty: 5184.012695
	Iteration 4F: 3 clusters Score -3919176 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3920470.750000 Penalty: 5184.012695
	Iteration 5F: 3 clusters Score -3920471 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3921607.000000 Penalty: 5184.012695
	Iteration 6F: 3 clusters Score -3921607 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3922614.250000 Penalty: 5184.012695
	Iteration 7F: 3 clusters Score -3922614 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3923330.000000 Penalty: 5184.012695
	Iteration 8Q: 3 clusters Score -3923330 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3923891.250000 Penalty: 5184.012695
	Iteration 9Q: 3 clusters Score -3923891 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3924399.250000 Penalty: 5184.012695
	Iteration 10Q: 3 clusters Score -3924399 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3924785.500000 Penalty: 5184.012695
	Iteration 11Q: 3 clusters Score -3924786 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3925080.750000 Penalty: 5184.012695
	Iteration 12Q: 3 clusters Score -3925081 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3925332.750000 Penalty: 5184.012695
	Iteration 13Q: 3 clusters Score -3925333 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3925558.750000 Penalty: 5184.012695
	Iteration 14Q: 3 clusters Score -3925559 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3925715.500000 Penalty: 5184.012695
	Iteration 15Q: 3 clusters Score -3925716 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3925851.250000 Penalty: 5184.012695
	Iteration 16Q: 3 clusters Score -3925851 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3925962.500000 Penalty: 5184.012695
	Iteration 17Q: 3 clusters Score -3925962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3926077.750000 Penalty: 5184.012695
	Iteration 18Q: 3 clusters Score -3926078 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3926174.000000 Penalty: 5184.012695
	Iteration 19Q: 3 clusters Score -3926174 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3926264.000000 Penalty: 5184.012695
	Iteration 20F: 3 clusters Score -3926264 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3926353.500000 Penalty: 5184.012695
	Iteration 21Q: 3 clusters Score -3926354 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3926442.750000 Penalty: 5184.012695
	Iteration 22Q: 3 clusters Score -3926443 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3926564.500000 Penalty: 5184.012695
	Iteration 23Q: 3 clusters Score -3926564 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3926669.750000 Penalty: 5184.012695
	Iteration 24Q: 3 clusters Score -3926670 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3926811.000000 Penalty: 5184.012695
	Iteration 25Q: 3 clusters Score -3926811 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3926949.750000 Penalty: 5184.012695
	Iteration 26Q: 3 clusters Score -3926950 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3927130.750000 Penalty: 5184.012695
	Iteration 27Q: 3 clusters Score -3927131 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3927260.500000 Penalty: 5184.012695
	Iteration 28Q: 3 clusters Score -3927260 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3927399.750000 Penalty: 5184.012695
	Iteration 29Q: 3 clusters Score -3927400 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3927527.750000 Penalty: 5184.012695
	Iteration 30Q: 3 clusters Score -3927528 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3927646.000000 Penalty: 5184.012695
	Iteration 31Q: 3 clusters Score -3927646 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3927757.750000 Penalty: 5184.012695
	Iteration 32Q: 3 clusters Score -3927758 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3927865.000000 Penalty: 5184.012695
	Iteration 33Q: 3 clusters Score -3927865 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3927971.750000 Penalty: 5184.012695
	Iteration 34Q: 3 clusters Score -3927972 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3928057.000000 Penalty: 5184.012695
	Iteration 35Q: 3 clusters Score -3928057 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3928159.500000 Penalty: 5184.012695
	Iteration 36Q: 3 clusters Score -3928160 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3928262.250000 Penalty: 5184.012695
	Iteration 37Q: 3 clusters Score -3928262 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3928360.750000 Penalty: 5184.012695
	Iteration 38Q: 3 clusters Score -3928361 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3928487.250000 Penalty: 5184.012695
	Iteration 39Q: 3 clusters Score -3928487 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3928601.000000 Penalty: 5184.012695
	Iteration 40F: 3 clusters Score -3928601 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3928704.750000 Penalty: 5184.012695
	Iteration 41Q: 3 clusters Score -3928705 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3928793.750000 Penalty: 5184.012695
	Iteration 42Q: 3 clusters Score -3928794 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3928872.750000 Penalty: 5184.012695
	Iteration 43Q: 3 clusters Score -3928873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3928977.750000 Penalty: 5184.012695
	Iteration 44Q: 3 clusters Score -3928978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3929067.000000 Penalty: 5184.012695
	Iteration 45Q: 3 clusters Score -3929067 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3929145.500000 Penalty: 5184.012695
	Iteration 46Q: 3 clusters Score -3929146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3929219.750000 Penalty: 5184.012695
	Iteration 47Q: 3 clusters Score -3929220 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3929303.000000 Penalty: 5184.012695
	Iteration 48Q: 3 clusters Score -3929303 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3929356.750000 Penalty: 5184.012695
	Iteration 49Q: 3 clusters Score -3929357 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3929428.000000 Penalty: 5184.012695
	Iteration 50Q: 3 clusters Score -3929428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3929492.250000 Penalty: 5184.012695
	Iteration 51Q: 3 clusters Score -3929492 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3929524.250000 Penalty: 5184.012695
	Iteration 52Q: 3 clusters Score -3929524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3929554.000000 Penalty: 5184.012695
	Iteration 53Q: 3 clusters Score -3929554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -3929583.250000 Penalty: 5184.012695
	Iteration 54Q: 3 clusters Score -3929583 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3929614.000000 Penalty: 5184.012695
	Iteration 55Q: 3 clusters Score -3929614 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3929645.000000 Penalty: 5184.012695
	Iteration 56Q: 3 clusters Score -3929645 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3929675.000000 Penalty: 5184.012695
	Iteration 57Q: 3 clusters Score -3929675 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3929694.750000 Penalty: 5184.012695
	Iteration 58Q: 3 clusters Score -3929695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3929706.000000 Penalty: 5184.012695
	Iteration 59Q: 3 clusters Score -3929706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3929731.250000 Penalty: 5184.012695
	Iteration 60F: 3 clusters Score -3929731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -3929745.000000 Penalty: 5184.012695
	Iteration 61Q: 3 clusters Score -3929745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -3929753.500000 Penalty: 5184.012695
	Iteration 62Q: 3 clusters Score -3929754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3929762.250000 Penalty: 5184.012695
	Iteration 63Q: 3 clusters Score -3929762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3929771.500000 Penalty: 5184.012695
	Iteration 64Q: 3 clusters Score -3929772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3929783.500000 Penalty: 5184.012695
	Iteration 65Q: 3 clusters Score -3929784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -3929788.500000 Penalty: 5184.012695
	Iteration 66Q: 3 clusters Score -3929788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -3929795.500000 Penalty: 5184.012695
	Iteration 67Q: 3 clusters Score -3929796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -3929800.000000 Penalty: 5184.012695
	Iteration 68Q: 3 clusters Score -3929800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3929803.000000 Penalty: 5184.012695
	Iteration 69Q: 3 clusters Score -3929803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3929804.000000 Penalty: 5184.012695
	Iteration 70Q: 3 clusters Score -3929804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -3929810.500000 Penalty: 5184.012695
	Iteration 71Q: 3 clusters Score -3929810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3929807.000000 Penalty: 5184.012695
	Iteration 72Q: 3 clusters Score -3929807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3929802.500000 Penalty: 5184.012695
	Iteration 73Q: 3 clusters Score -3929802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3929807.000000 Penalty: 5184.012695
	Iteration 74Q: 3 clusters Score -3929807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3929809.500000 Penalty: 5184.012695
	Iteration 75Q: 3 clusters Score -3929810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3929811.000000 Penalty: 5184.012695
	Iteration 76Q: 3 clusters Score -3929811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3929813.250000 Penalty: 5184.012695
	Iteration 77Q: 3 clusters Score -3929813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3929814.750000 Penalty: 5184.012695
	Iteration 78Q: 3 clusters Score -3929815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3929819.250000 Penalty: 5184.012695
	Iteration 79Q: 3 clusters Score -3929819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3929818.000000 Penalty: 5184.012695
	Iteration 80F: 3 clusters Score -3929818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -3929813.750000 Penalty: 5184.012695
	Iteration 81Q: 3 clusters Score -3929814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3929820.000000 Penalty: 5184.012695
	Iteration 82Q: 3 clusters Score -3929820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3929816.750000 Penalty: 5184.012695
	Iteration 83Q: 3 clusters Score -3929817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3929819.250000 Penalty: 5184.012695
	Iteration 84Q: 3 clusters Score -3929819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3929820.000000 Penalty: 5184.012695
	Iteration 85Q: 3 clusters Score -3929820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -3929821.750000 Penalty: 5184.012695
	Iteration 86Q: 3 clusters Score -3929822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -3929821.750000 Penalty: 5184.012695
	Iteration 87F: 3 clusters Score -3929822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -103180.304688 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -103180.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101253.046875 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -101253 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101519.367188 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -101519.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101581.953125 Penalty: 3389.183594
	Iteration 2Q: 3 clusters Score -101582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101621.992188 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -101622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101641.640625 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -101641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101660.070312 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -101660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101666.101562 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -101666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101671.992188 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -101672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101674.328125 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -101674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101675.648438 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -101675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101675.648438 Penalty: 3389.183594
	Iteration 10F: 3 clusters Score -101675.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -102705.656250 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -102705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100779.476562 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -100779.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101058.875000 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -101058.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101155.898438 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -101155.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101210.335938 Penalty: 3405.999023
	Iteration 3Q: 3 clusters Score -101210.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101257.921875 Penalty: 3405.999023
	Iteration 4Q: 3 clusters Score -101257.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101294.851562 Penalty: 3405.999023
	Iteration 5Q: 3 clusters Score -101294.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101331.046875 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -101331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101355.726562 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -101355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101373.742188 Penalty: 3405.999023
	Iteration 8Q: 3 clusters Score -101373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101389.539062 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -101389.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101408.148438 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -101408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101418.914062 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -101418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101433.000000 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -101433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101447.671875 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -101447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101465.171875 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -101465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -101493.328125 Penalty: 3405.999023
	Iteration 15Q: 3 clusters Score -101493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101507.195312 Penalty: 3405.999023
	Iteration 16Q: 3 clusters Score -101507.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101525.500000 Penalty: 3405.999023
	Iteration 17Q: 3 clusters Score -101525.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101538.796875 Penalty: 3405.999023
	Iteration 18Q: 3 clusters Score -101538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101545.507812 Penalty: 3405.999023
	Iteration 19Q: 3 clusters Score -101545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101553.562500 Penalty: 3405.999023
	Iteration 20F: 3 clusters Score -101553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101560.843750 Penalty: 3405.999023
	Iteration 21Q: 3 clusters Score -101560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101563.171875 Penalty: 3405.999023
	Iteration 22Q: 3 clusters Score -101563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101564.046875 Penalty: 3405.999023
	Iteration 23Q: 3 clusters Score -101564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101565.843750 Penalty: 3405.999023
	Iteration 24Q: 3 clusters Score -101565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101567.320312 Penalty: 3405.999023
	Iteration 25Q: 3 clusters Score -101567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101567.320312 Penalty: 3405.999023
	Iteration 26F: 3 clusters Score -101567.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Entering Unmasked Estep 
Score: -17677982.000000 Penalty: 2967.567627
	Iteration 0F: 2 clusters Score -1.767798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -17573976.000000 Penalty: 5935.135254
	Iteration 0F: 3 clusters Score -1.757398e+07 nChanged 75330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -17617968.000000 Penalty: 5935.135254
	Iteration 1F: 3 clusters Score -1.761797e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -17619754.000000 Penalty: 5935.135254
	Iteration 2Q: 3 clusters Score -1.761975e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -17622708.000000 Penalty: 5935.135254
	Iteration 3Q: 3 clusters Score -1.762271e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -17627262.000000 Penalty: 5935.135254
	Iteration 4F: 3 clusters Score -1.762726e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -17634688.000000 Penalty: 5935.135254
	Iteration 5F: 3 clusters Score -1.763469e+07 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -17644944.000000 Penalty: 5935.135254
	Iteration 6F: 3 clusters Score -1.764494e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -17655972.000000 Penalty: 5935.135254
	Iteration 7F: 3 clusters Score -1.765597e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134051 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -17664900.000000 Penalty: 5935.135254
	Iteration 8F: 3 clusters Score -1.76649e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -17669486.000000 Penalty: 5935.135254
	Iteration 9Q: 3 clusters Score -1.766949e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140844 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -17671278.000000 Penalty: 5935.135254
	Iteration 10Q: 3 clusters Score -1.767128e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142719 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -17672244.000000 Penalty: 5935.135254
	Iteration 11Q: 3 clusters Score -1.767224e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144291 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -17673010.000000 Penalty: 5935.135254
	Iteration 12Q: 3 clusters Score -1.767301e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -17673650.000000 Penalty: 5935.135254
	Iteration 13Q: 3 clusters Score -1.767365e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -17674038.000000 Penalty: 5935.135254
	Iteration 14Q: 3 clusters Score -1.767404e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -17674328.000000 Penalty: 5935.135254
	Iteration 15Q: 3 clusters Score -1.767433e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -17674690.000000 Penalty: 5935.135254
	Iteration 16Q: 3 clusters Score -1.767469e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -17674926.000000 Penalty: 5935.135254
	Iteration 17Q: 3 clusters Score -1.767493e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150599 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -17675118.000000 Penalty: 5935.135254
	Iteration 18Q: 3 clusters Score -1.767512e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -17675322.000000 Penalty: 5935.135254
	Iteration 19Q: 3 clusters Score -1.767532e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -17675576.000000 Penalty: 5935.135254
	Iteration 20F: 3 clusters Score -1.767558e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152225 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -17675692.000000 Penalty: 5935.135254
	Iteration 21Q: 3 clusters Score -1.767569e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152590 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -17675738.000000 Penalty: 5935.135254
	Iteration 22Q: 3 clusters Score -1.767574e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -17675808.000000 Penalty: 5935.135254
	Iteration 23Q: 3 clusters Score -1.767581e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -17675854.000000 Penalty: 5935.135254
	Iteration 24Q: 3 clusters Score -1.767585e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -17675896.000000 Penalty: 5935.135254
	Iteration 25Q: 3 clusters Score -1.76759e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -17675926.000000 Penalty: 5935.135254
	Iteration 26Q: 3 clusters Score -1.767593e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -17675954.000000 Penalty: 5935.135254
	Iteration 27Q: 3 clusters Score -1.767595e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153948 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -17675978.000000 Penalty: 5935.135254
	Iteration 28Q: 3 clusters Score -1.767598e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -17676020.000000 Penalty: 5935.135254
	Iteration 29Q: 3 clusters Score -1.767602e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -17676056.000000 Penalty: 5935.135254
	Iteration 30Q: 3 clusters Score -1.767606e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154287 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -17676064.000000 Penalty: 5935.135254
	Iteration 31Q: 3 clusters Score -1.767606e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -17676088.000000 Penalty: 5935.135254
	Iteration 32Q: 3 clusters Score -1.767609e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154454 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -17676086.000000 Penalty: 5935.135254
	Iteration 33Q: 3 clusters Score -1.767609e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154524 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -17676092.000000 Penalty: 5935.135254
	Iteration 34Q: 3 clusters Score -1.767609e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -17676112.000000 Penalty: 5935.135254
	Iteration 35Q: 3 clusters Score -1.767611e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -17676144.000000 Penalty: 5935.135254
	Iteration 36Q: 3 clusters Score -1.767614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -17676150.000000 Penalty: 5935.135254
	Iteration 37Q: 3 clusters Score -1.767615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154769 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -17676146.000000 Penalty: 5935.135254
	Iteration 38Q: 3 clusters Score -1.767615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -17676178.000000 Penalty: 5935.135254
	Iteration 39Q: 3 clusters Score -1.767618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -17676174.000000 Penalty: 5935.135254
	Iteration 40F: 3 clusters Score -1.767617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154910 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -17676186.000000 Penalty: 5935.135254
	Iteration 41Q: 3 clusters Score -1.767619e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -17676190.000000 Penalty: 5935.135254
	Iteration 42Q: 3 clusters Score -1.767619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -17676204.000000 Penalty: 5935.135254
	Iteration 43Q: 3 clusters Score -1.76762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -17676222.000000 Penalty: 5935.135254
	Iteration 44Q: 3 clusters Score -1.767622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155037 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -17676220.000000 Penalty: 5935.135254
	Iteration 45Q: 3 clusters Score -1.767622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17676224.000000 Penalty: 5935.135254
	Iteration 46Q: 3 clusters Score -1.767622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -17676230.000000 Penalty: 5935.135254
	Iteration 47Q: 3 clusters Score -1.767623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17676224.000000 Penalty: 5935.135254
	Iteration 48Q: 3 clusters Score -1.767622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -17676210.000000 Penalty: 5935.135254
	Iteration 49Q: 3 clusters Score -1.767621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -17676196.000000 Penalty: 5935.135254
	Iteration 50Q: 3 clusters Score -1.76762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -17676208.000000 Penalty: 5935.135254
	Iteration 51Q: 3 clusters Score -1.767621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -17676200.000000 Penalty: 5935.135254
	Iteration 52Q: 3 clusters Score -1.76762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -17676200.000000 Penalty: 5935.135254
	Iteration 53Q: 3 clusters Score -1.76762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155118 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -17676206.000000 Penalty: 5935.135254
	Iteration 54Q: 3 clusters Score -1.767621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -17676202.000000 Penalty: 5935.135254
	Iteration 55Q: 3 clusters Score -1.76762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155120 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -17676194.000000 Penalty: 5935.135254
	Iteration 56Q: 3 clusters Score -1.767619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17676204.000000 Penalty: 5935.135254
	Iteration 57Q: 3 clusters Score -1.76762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155123 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17676204.000000 Penalty: 5935.135254
	Iteration 58Q: 3 clusters Score -1.76762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -17676194.000000 Penalty: 5935.135254
	Iteration 59Q: 3 clusters Score -1.767619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -17676208.000000 Penalty: 5935.135254
	Iteration 60F: 3 clusters Score -1.767621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -17676212.000000 Penalty: 5935.135254
	Iteration 61Q: 3 clusters Score -1.767621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17676214.000000 Penalty: 5935.135254
	Iteration 62Q: 3 clusters Score -1.767621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -17676212.000000 Penalty: 5935.135254
	Iteration 63Q: 3 clusters Score -1.767621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -17676210.000000 Penalty: 5935.135254
	Iteration 64Q: 3 clusters Score -1.767621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -17676216.000000 Penalty: 5935.135254
	Iteration 65Q: 3 clusters Score -1.767622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -17676218.000000 Penalty: 5935.135254
	Iteration 66Q: 3 clusters Score -1.767622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -17676210.000000 Penalty: 5935.135254
	Iteration 67Q: 3 clusters Score -1.767621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17676208.000000 Penalty: 5935.135254
	Iteration 68Q: 3 clusters Score -1.767621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155152 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -17676210.000000 Penalty: 5935.135254
	Iteration 69Q: 3 clusters Score -1.767621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -17676210.000000 Penalty: 5935.135254
	Iteration 70Q: 3 clusters Score -1.767621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17676208.000000 Penalty: 5935.135254
	Iteration 71Q: 3 clusters Score -1.767621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17676214.000000 Penalty: 5935.135254
	Iteration 72Q: 3 clusters Score -1.767621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17676216.000000 Penalty: 5935.135254
	Iteration 73Q: 3 clusters Score -1.767622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17676204.000000 Penalty: 5935.135254
	Iteration 74Q: 3 clusters Score -1.76762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -17676204.000000 Penalty: 5935.135254
	Iteration 75Q: 3 clusters Score -1.76762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -17676188.000000 Penalty: 5935.135254
	Iteration 76Q: 3 clusters Score -1.767619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -17676198.000000 Penalty: 5935.135254
	Iteration 77Q: 3 clusters Score -1.76762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17676196.000000 Penalty: 5935.135254
	Iteration 78Q: 3 clusters Score -1.76762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -17676200.000000 Penalty: 5935.135254
	Iteration 79Q: 3 clusters Score -1.76762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17676192.000000 Penalty: 5935.135254
	Iteration 80F: 3 clusters Score -1.767619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17676202.000000 Penalty: 5935.135254
	Iteration 81Q: 3 clusters Score -1.76762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17676200.000000 Penalty: 5935.135254
	Iteration 82Q: 3 clusters Score -1.76762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17676190.000000 Penalty: 5935.135254
	Iteration 83Q: 3 clusters Score -1.767619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -17676190.000000 Penalty: 5935.135254
	Iteration 84Q: 3 clusters Score -1.767619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17676196.000000 Penalty: 5935.135254
	Iteration 85Q: 3 clusters Score -1.76762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17676196.000000 Penalty: 5935.135254
	Iteration 86Q: 3 clusters Score -1.76762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17676196.000000 Penalty: 5935.135254
	Iteration 87F: 3 clusters Score -1.76762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19996 members 
Mstep: Class 4 contains 40448 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 177324 members 
Mstep: Class 8 contains 244115 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 10548 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39546 members 
Mstep: Class 13 contains 23018 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34601 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 157314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592144.000000 Penalty: 60688.125000
Iteration 439Q: 19 clusters Score -8.859214e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20006 members 
Mstep: Class 4 contains 40449 members 
Mstep: Class 5 contains 5186 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 177881 members 
Mstep: Class 8 contains 243961 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39525 members 
Mstep: Class 13 contains 23056 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34569 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 156843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592184.000000 Penalty: 60688.125000
Iteration 440F: 19 clusters Score -8.859218e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20026 members 
Mstep: Class 4 contains 40459 members 
Mstep: Class 5 contains 5182 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 178469 members 
Mstep: Class 8 contains 243797 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39512 members 
Mstep: Class 13 contains 23093 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34523 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 156339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591968.000000 Penalty: 60688.125000
Iteration 441Q: 19 clusters Score -8.859197e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20042 members 
Mstep: Class 4 contains 40470 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 6555 members 
Mstep: Class 7 contains 179105 members 
Mstep: Class 8 contains 243575 members 
Mstep: Class 9 contains 8499 members 
Mstep: Class 10 contains 10558 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39495 members 
Mstep: Class 13 contains 23129 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34461 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 155873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592144.000000 Penalty: 60688.125000
Iteration 442Q: 19 clusters Score -8.859214e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20050 members 
Mstep: Class 4 contains 40477 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 6558 members 
Mstep: Class 7 contains 179687 members 
Mstep: Class 8 contains 243364 members 
Mstep: Class 9 contains 8500 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39471 members 
Mstep: Class 13 contains 23166 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34405 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 155461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592288.000000 Penalty: 60688.125000
Iteration 443Q: 19 clusters Score -8.859229e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20055 members 
Mstep: Class 4 contains 40491 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 180265 members 
Mstep: Class 8 contains 243153 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 10556 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39447 members 
Mstep: Class 13 contains 23212 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34351 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 155044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592592.000000 Penalty: 60688.125000
Iteration 444Q: 19 clusters Score -8.859259e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20052 members 
Mstep: Class 4 contains 40506 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 180904 members 
Mstep: Class 8 contains 242912 members 
Mstep: Class 9 contains 8494 members 
Mstep: Class 10 contains 10557 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39428 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34289 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 154616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592736.000000 Penalty: 60688.125000
Iteration 445Q: 19 clusters Score -8.859274e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20057 members 
Mstep: Class 4 contains 40518 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 181550 members 
Mstep: Class 8 contains 242664 members 
Mstep: Class 9 contains 8491 members 
Mstep: Class 10 contains 10551 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39418 members 
Mstep: Class 13 contains 23315 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34217 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 154178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593024.000000 Penalty: 60688.125000
Iteration 446Q: 19 clusters Score -8.859302e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20058 members 
Mstep: Class 4 contains 40530 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 6 contains 6558 members 
Mstep: Class 7 contains 182181 members 
Mstep: Class 8 contains 242407 members 
Mstep: Class 9 contains 8488 members 
Mstep: Class 10 contains 10538 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39407 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34150 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 153756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593112.000000 Penalty: 60688.125000
Iteration 447Q: 19 clusters Score -8.859311e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20067 members 
Mstep: Class 4 contains 40536 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 182843 members 
Mstep: Class 8 contains 242157 members 
Mstep: Class 9 contains 8480 members 
Mstep: Class 10 contains 10531 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39383 members 
Mstep: Class 13 contains 23413 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34105 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 153294 members 
Entering Unmasked Estep 
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Iteration 448Q: 19 clusters Score -8.859298e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 40540 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 183555 members 
Mstep: Class 8 contains 241851 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39348 members 
Mstep: Class 13 contains 23463 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34070 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 152851 members 
Entering Unmasked Estep 
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Iteration 449Q: 19 clusters Score -8.859332e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20075 members 
Mstep: Class 4 contains 40556 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 184318 members 
Mstep: Class 8 contains 241542 members 
Mstep: Class 9 contains 8466 members 
Mstep: Class 10 contains 10526 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39318 members 
Mstep: Class 13 contains 23512 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 34020 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 152348 members 
Entering Unmasked Estep 
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Iteration 450Q: 19 clusters Score -8.859333e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20078 members 
Mstep: Class 4 contains 40562 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 185119 members 
Mstep: Class 8 contains 241230 members 
Mstep: Class 9 contains 8456 members 
Mstep: Class 10 contains 10518 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39280 members 
Mstep: Class 13 contains 23561 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33955 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 151863 members 
Entering Unmasked Estep 
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Iteration 451Q: 19 clusters Score -8.85935e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20082 members 
Mstep: Class 4 contains 40569 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 185931 members 
Mstep: Class 8 contains 240931 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 10517 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39235 members 
Mstep: Class 13 contains 23608 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33870 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 20 contains 151373 members 
Entering Unmasked Estep 
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Iteration 452Q: 19 clusters Score -8.859382e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20074 members 
Mstep: Class 4 contains 40578 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 186703 members 
Mstep: Class 8 contains 240671 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 10521 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 23671 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33795 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 20 contains 150864 members 
Entering Unmasked Estep 
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Iteration 453Q: 19 clusters Score -8.859397e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20068 members 
Mstep: Class 4 contains 40591 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 187461 members 
Mstep: Class 8 contains 240434 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 10522 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39133 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33712 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 20 contains 150343 members 
Entering Unmasked Estep 
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Iteration 454Q: 19 clusters Score -8.859405e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20074 members 
Mstep: Class 4 contains 40598 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 188202 members 
Mstep: Class 8 contains 240222 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 10 contains 10520 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39094 members 
Mstep: Class 13 contains 23810 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33614 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 20 contains 149802 members 
Entering Unmasked Estep 
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Iteration 455Q: 19 clusters Score -8.859406e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 40617 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 189017 members 
Mstep: Class 8 contains 239971 members 
Mstep: Class 9 contains 8427 members 
Mstep: Class 10 contains 10516 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39055 members 
Mstep: Class 13 contains 23865 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33509 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 20 contains 149243 members 
Entering Unmasked Estep 
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Iteration 456Q: 19 clusters Score -8.859443e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20098 members 
Mstep: Class 4 contains 40642 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 189857 members 
Mstep: Class 8 contains 239661 members 
Mstep: Class 9 contains 8426 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 39014 members 
Mstep: Class 13 contains 23923 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33403 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 20 contains 148702 members 
Entering Unmasked Estep 
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Iteration 457Q: 19 clusters Score -8.859449e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20092 members 
Mstep: Class 4 contains 40651 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 190627 members 
Mstep: Class 8 contains 239385 members 
Mstep: Class 9 contains 8422 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 38970 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33308 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 148237 members 
Entering Unmasked Estep 
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Iteration 458Q: 19 clusters Score -8.859455e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20091 members 
Mstep: Class 4 contains 40664 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 191350 members 
Mstep: Class 8 contains 239149 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 38931 members 
Mstep: Class 13 contains 24022 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33213 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 147745 members 
Entering Unmasked Estep 
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Iteration 459Q: 19 clusters Score -8.859484e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20079 members 
Mstep: Class 4 contains 40690 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 192077 members 
Mstep: Class 8 contains 238854 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38893 members 
Mstep: Class 13 contains 24094 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33138 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 20 contains 147259 members 
Entering Unmasked Estep 
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Iteration 460F: 19 clusters Score -8.859488e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20073 members 
Mstep: Class 4 contains 40709 members 
Mstep: Class 5 contains 5162 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 192846 members 
Mstep: Class 8 contains 238575 members 
Mstep: Class 9 contains 8386 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38853 members 
Mstep: Class 13 contains 24173 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 33067 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 146742 members 
Entering Unmasked Estep 
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Iteration 461Q: 19 clusters Score -8.859478e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20055 members 
Mstep: Class 4 contains 40722 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 193618 members 
Mstep: Class 8 contains 238320 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38814 members 
Mstep: Class 13 contains 24243 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32997 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 146221 members 
Entering Unmasked Estep 
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Iteration 462Q: 19 clusters Score -8.859487e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20038 members 
Mstep: Class 4 contains 40727 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 194361 members 
Mstep: Class 8 contains 238081 members 
Mstep: Class 9 contains 8362 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38764 members 
Mstep: Class 13 contains 24306 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32919 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 145731 members 
Entering Unmasked Estep 
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Iteration 463Q: 19 clusters Score -8.859502e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20026 members 
Mstep: Class 4 contains 40744 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 195062 members 
Mstep: Class 8 contains 237871 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38716 members 
Mstep: Class 13 contains 24362 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32843 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 145212 members 
Entering Unmasked Estep 
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Iteration 464Q: 19 clusters Score -8.859503e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20014 members 
Mstep: Class 4 contains 40770 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 195815 members 
Mstep: Class 8 contains 237625 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38656 members 
Mstep: Class 13 contains 24409 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32751 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 144699 members 
Entering Unmasked Estep 
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Iteration 465Q: 19 clusters Score -8.859502e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20019 members 
Mstep: Class 4 contains 40806 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 196513 members 
Mstep: Class 8 contains 237398 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38590 members 
Mstep: Class 13 contains 24459 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32674 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 144153 members 
Entering Unmasked Estep 
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Iteration 466Q: 19 clusters Score -8.85953e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20037 members 
Mstep: Class 4 contains 40836 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 197220 members 
Mstep: Class 8 contains 237162 members 
Mstep: Class 9 contains 8302 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38534 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32605 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 143622 members 
Entering Unmasked Estep 
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Iteration 467Q: 19 clusters Score -8.859552e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20057 members 
Mstep: Class 4 contains 40875 members 
Mstep: Class 5 contains 5155 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 197924 members 
Mstep: Class 8 contains 236885 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38488 members 
Mstep: Class 13 contains 24554 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32532 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 143109 members 
Entering Unmasked Estep 
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Iteration 468Q: 19 clusters Score -8.859567e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20053 members 
Mstep: Class 4 contains 40919 members 
Mstep: Class 5 contains 5155 members 
Mstep: Class 6 contains 6590 members 
Mstep: Class 7 contains 198658 members 
Mstep: Class 8 contains 236562 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 10440 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38451 members 
Mstep: Class 13 contains 24613 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32477 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 142606 members 
Entering Unmasked Estep 
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Iteration 469Q: 19 clusters Score -8.859574e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20052 members 
Mstep: Class 4 contains 40961 members 
Mstep: Class 5 contains 5155 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 199366 members 
Mstep: Class 8 contains 236270 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38402 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32407 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 142131 members 
Entering Unmasked Estep 
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Iteration 470Q: 19 clusters Score -8.859592e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20045 members 
Mstep: Class 4 contains 41005 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 200003 members 
Mstep: Class 8 contains 236044 members 
Mstep: Class 9 contains 8206 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38340 members 
Mstep: Class 13 contains 24730 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32346 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 141663 members 
Entering Unmasked Estep 
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Iteration 471Q: 19 clusters Score -8.85961e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20026 members 
Mstep: Class 4 contains 41058 members 
Mstep: Class 5 contains 5148 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 200671 members 
Mstep: Class 8 contains 235806 members 
Mstep: Class 9 contains 8193 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38284 members 
Mstep: Class 13 contains 24789 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32276 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 141180 members 
Entering Unmasked Estep 
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Iteration 472Q: 19 clusters Score -8.859633e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 20003 members 
Mstep: Class 4 contains 41110 members 
Mstep: Class 5 contains 5145 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 7 contains 201359 members 
Mstep: Class 8 contains 235519 members 
Mstep: Class 9 contains 8190 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 38226 members 
Mstep: Class 13 contains 24839 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32215 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 140738 members 
Entering Unmasked Estep 
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Iteration 473Q: 19 clusters Score -8.859638e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19981 members 
Mstep: Class 4 contains 41137 members 
Mstep: Class 5 contains 5141 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 202038 members 
Mstep: Class 8 contains 235295 members 
Mstep: Class 9 contains 8183 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 38169 members 
Mstep: Class 13 contains 24894 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32166 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 140249 members 
Entering Unmasked Estep 
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Iteration 474Q: 19 clusters Score -8.859641e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19988 members 
Mstep: Class 4 contains 41160 members 
Mstep: Class 5 contains 5138 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 202697 members 
Mstep: Class 8 contains 235031 members 
Mstep: Class 9 contains 8176 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 38106 members 
Mstep: Class 13 contains 24955 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32135 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 139781 members 
Entering Unmasked Estep 
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Iteration 475Q: 19 clusters Score -8.859657e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19988 members 
Mstep: Class 4 contains 41197 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 203397 members 
Mstep: Class 8 contains 234769 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 38057 members 
Mstep: Class 13 contains 25004 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32104 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 139270 members 
Entering Unmasked Estep 
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Iteration 476Q: 19 clusters Score -8.859689e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19978 members 
Mstep: Class 4 contains 41234 members 
Mstep: Class 5 contains 5134 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 204171 members 
Mstep: Class 8 contains 234486 members 
Mstep: Class 9 contains 8144 members 
Mstep: Class 10 contains 10298 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 38003 members 
Mstep: Class 13 contains 25047 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32065 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 138736 members 
Entering Unmasked Estep 
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Iteration 477Q: 19 clusters Score -8.859695e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19977 members 
Mstep: Class 4 contains 41267 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 204982 members 
Mstep: Class 8 contains 234207 members 
Mstep: Class 9 contains 8141 members 
Mstep: Class 10 contains 10280 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37969 members 
Mstep: Class 13 contains 25090 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 32019 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 138159 members 
Entering Unmasked Estep 
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Score: -88597048.000000 Penalty: 60688.125000
Iteration 478Q: 19 clusters Score -8.859705e+07 nChanged 1533
Entering ConstructFrom: 
Score: -88597048.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (34262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Entering Unmasked Estep 
Score: -3872434.000000 Penalty: 2589.564453
	Iteration 0F: 2 clusters Score -3872434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3849116.000000 Penalty: 5179.128906
	Iteration 0F: 3 clusters Score -3849116 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3857538.000000 Penalty: 5179.128906
	Iteration 1F: 3 clusters Score -3857538 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3858155.250000 Penalty: 5179.128906
	Iteration 2Q: 3 clusters Score -3858155 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3858879.750000 Penalty: 5179.128906
	Iteration 3Q: 3 clusters Score -3858880 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3859679.250000 Penalty: 5179.128906
	Iteration 4Q: 3 clusters Score -3859679 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3860732.000000 Penalty: 5179.128906
	Iteration 5F: 3 clusters Score -3860732 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3861795.500000 Penalty: 5179.128906
	Iteration 6F: 3 clusters Score -3861796 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3862945.500000 Penalty: 5179.128906
	Iteration 7F: 3 clusters Score -3862946 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3864115.750000 Penalty: 5179.128906
	Iteration 8F: 3 clusters Score -3864116 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3865280.000000 Penalty: 5179.128906
	Iteration 9F: 3 clusters Score -3865280 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3866347.000000 Penalty: 5179.128906
	Iteration 10Q: 3 clusters Score -3866347 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3867339.000000 Penalty: 5179.128906
	Iteration 11Q: 3 clusters Score -3867339 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3868132.750000 Penalty: 5179.128906
	Iteration 12Q: 3 clusters Score -3868133 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3868758.000000 Penalty: 5179.128906
	Iteration 13Q: 3 clusters Score -3868758 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3869210.500000 Penalty: 5179.128906
	Iteration 14Q: 3 clusters Score -3869210 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3869567.500000 Penalty: 5179.128906
	Iteration 15Q: 3 clusters Score -3869568 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3869773.250000 Penalty: 5179.128906
	Iteration 16Q: 3 clusters Score -3869773 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3869911.500000 Penalty: 5179.128906
	Iteration 17Q: 3 clusters Score -3869912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3869990.500000 Penalty: 5179.128906
	Iteration 18Q: 3 clusters Score -3869990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3870060.000000 Penalty: 5179.128906
	Iteration 19Q: 3 clusters Score -3870060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3870106.500000 Penalty: 5179.128906
	Iteration 20F: 3 clusters Score -3870106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3870164.500000 Penalty: 5179.128906
	Iteration 21Q: 3 clusters Score -3870164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3870209.250000 Penalty: 5179.128906
	Iteration 22Q: 3 clusters Score -3870209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3870234.250000 Penalty: 5179.128906
	Iteration 23Q: 3 clusters Score -3870234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3870250.000000 Penalty: 5179.128906
	Iteration 24Q: 3 clusters Score -3870250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3870266.500000 Penalty: 5179.128906
	Iteration 25Q: 3 clusters Score -3870266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3870270.250000 Penalty: 5179.128906
	Iteration 26Q: 3 clusters Score -3870270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3870282.250000 Penalty: 5179.128906
	Iteration 27Q: 3 clusters Score -3870282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3870286.000000 Penalty: 5179.128906
	Iteration 28Q: 3 clusters Score -3870286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3870286.250000 Penalty: 5179.128906
	Iteration 29Q: 3 clusters Score -3870286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3870298.000000 Penalty: 5179.128906
	Iteration 30Q: 3 clusters Score -3870298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3870294.250000 Penalty: 5179.128906
	Iteration 31Q: 3 clusters Score -3870294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3870297.500000 Penalty: 5179.128906
	Iteration 32Q: 3 clusters Score -3870298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3870301.250000 Penalty: 5179.128906
	Iteration 33Q: 3 clusters Score -3870301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3870306.000000 Penalty: 5179.128906
	Iteration 34Q: 3 clusters Score -3870306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3870306.500000 Penalty: 5179.128906
	Iteration 35Q: 3 clusters Score -3870306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3870311.500000 Penalty: 5179.128906
	Iteration 36Q: 3 clusters Score -3870312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3870313.250000 Penalty: 5179.128906
	Iteration 37Q: 3 clusters Score -3870313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3870315.500000 Penalty: 5179.128906
	Iteration 38Q: 3 clusters Score -3870316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3870320.500000 Penalty: 5179.128906
	Iteration 39Q: 3 clusters Score -3870320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3870321.750000 Penalty: 5179.128906
	Iteration 40F: 3 clusters Score -3870322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3870327.000000 Penalty: 5179.128906
	Iteration 41Q: 3 clusters Score -3870327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3870327.000000 Penalty: 5179.128906
	Iteration 42F: 3 clusters Score -3870327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -89841.507812 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -89841.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88022.468750 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -88022.47 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88285.578125 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -88285.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88360.671875 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -88360.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88399.273438 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -88399.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88435.843750 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -88435.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88453.312500 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -88453.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88466.453125 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -88466.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88471.656250 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -88471.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88474.179688 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -88474.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88474.546875 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -88474.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88474.546875 Penalty: 3346.802979
	Iteration 10F: 3 clusters Score -88474.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Entering Unmasked Estep 
Score: -2278329.250000 Penalty: 2455.705078
	Iteration 0F: 2 clusters Score -2278329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2264379.000000 Penalty: 4911.410156
	Iteration 0F: 3 clusters Score -2264379 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2269037.000000 Penalty: 4911.410156
	Iteration 1F: 3 clusters Score -2269037 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2269484.750000 Penalty: 4911.410156
	Iteration 2F: 3 clusters Score -2269485 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2269875.750000 Penalty: 4911.410156
	Iteration 3Q: 3 clusters Score -2269876 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2270270.250000 Penalty: 4911.410156
	Iteration 4Q: 3 clusters Score -2270270 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2270715.250000 Penalty: 4911.410156
	Iteration 5Q: 3 clusters Score -2270715 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2271256.500000 Penalty: 4911.410156
	Iteration 6Q: 3 clusters Score -2271256 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2271936.500000 Penalty: 4911.410156
	Iteration 7F: 3 clusters Score -2271936 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2272823.250000 Penalty: 4911.410156
	Iteration 8F: 3 clusters Score -2272823 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2273771.000000 Penalty: 4911.410156
	Iteration 9F: 3 clusters Score -2273771 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2274610.500000 Penalty: 4911.410156
	Iteration 10F: 3 clusters Score -2274610 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2275197.000000 Penalty: 4911.410156
	Iteration 11Q: 3 clusters Score -2275197 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2275566.750000 Penalty: 4911.410156
	Iteration 12Q: 3 clusters Score -2275567 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2275753.750000 Penalty: 4911.410156
	Iteration 13Q: 3 clusters Score -2275754 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2275875.500000 Penalty: 4911.410156
	Iteration 14Q: 3 clusters Score -2275876 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2275982.750000 Penalty: 4911.410156
	Iteration 15Q: 3 clusters Score -2275983 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2276051.250000 Penalty: 4911.410156
	Iteration 16Q: 3 clusters Score -2276051 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2276108.000000 Penalty: 4911.410156
	Iteration 17Q: 3 clusters Score -2276108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2276150.250000 Penalty: 4911.410156
	Iteration 18Q: 3 clusters Score -2276150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2276194.250000 Penalty: 4911.410156
	Iteration 19Q: 3 clusters Score -2276194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2276221.500000 Penalty: 4911.410156
	Iteration 20F: 3 clusters Score -2276222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2276236.250000 Penalty: 4911.410156
	Iteration 21Q: 3 clusters Score -2276236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2276251.750000 Penalty: 4911.410156
	Iteration 22Q: 3 clusters Score -2276252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2276270.000000 Penalty: 4911.410156
	Iteration 23Q: 3 clusters Score -2276270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2276286.250000 Penalty: 4911.410156
	Iteration 24Q: 3 clusters Score -2276286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2276288.750000 Penalty: 4911.410156
	Iteration 25Q: 3 clusters Score -2276289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2276299.250000 Penalty: 4911.410156
	Iteration 26Q: 3 clusters Score -2276299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2276303.750000 Penalty: 4911.410156
	Iteration 27Q: 3 clusters Score -2276304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2276313.750000 Penalty: 4911.410156
	Iteration 28Q: 3 clusters Score -2276314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2276320.750000 Penalty: 4911.410156
	Iteration 29Q: 3 clusters Score -2276321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2276328.000000 Penalty: 4911.410156
	Iteration 30Q: 3 clusters Score -2276328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2276333.500000 Penalty: 4911.410156
	Iteration 31Q: 3 clusters Score -2276334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2276343.750000 Penalty: 4911.410156
	Iteration 32Q: 3 clusters Score -2276344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2276349.250000 Penalty: 4911.410156
	Iteration 33Q: 3 clusters Score -2276349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2276356.250000 Penalty: 4911.410156
	Iteration 34Q: 3 clusters Score -2276356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2276361.500000 Penalty: 4911.410156
	Iteration 35Q: 3 clusters Score -2276362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2276367.000000 Penalty: 4911.410156
	Iteration 36Q: 3 clusters Score -2276367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2276369.750000 Penalty: 4911.410156
	Iteration 37Q: 3 clusters Score -2276370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2276373.000000 Penalty: 4911.410156
	Iteration 38Q: 3 clusters Score -2276373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2276378.000000 Penalty: 4911.410156
	Iteration 39Q: 3 clusters Score -2276378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2276382.750000 Penalty: 4911.410156
	Iteration 40F: 3 clusters Score -2276383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2276387.000000 Penalty: 4911.410156
	Iteration 41Q: 3 clusters Score -2276387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2276388.250000 Penalty: 4911.410156
	Iteration 42Q: 3 clusters Score -2276388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2276386.750000 Penalty: 4911.410156
	Iteration 43Q: 3 clusters Score -2276387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2276388.750000 Penalty: 4911.410156
	Iteration 44Q: 3 clusters Score -2276389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2276388.750000 Penalty: 4911.410156
	Iteration 45F: 3 clusters Score -2276389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Entering Unmasked Estep 
Score: -4551636.500000 Penalty: 2635.819092
	Iteration 0F: 2 clusters Score -4551636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -4523569.500000 Penalty: 5271.638184
	Iteration 0F: 3 clusters Score -4523570 nChanged 19081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4534046.000000 Penalty: 5271.638184
	Iteration 1F: 3 clusters Score -4534046 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4534568.000000 Penalty: 5271.638184
	Iteration 2Q: 3 clusters Score -4534568 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4535074.500000 Penalty: 5271.638184
	Iteration 3Q: 3 clusters Score -4535074 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4535652.000000 Penalty: 5271.638184
	Iteration 4Q: 3 clusters Score -4535652 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4536335.500000 Penalty: 5271.638184
	Iteration 5Q: 3 clusters Score -4536336 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4537100.000000 Penalty: 5271.638184
	Iteration 6Q: 3 clusters Score -4537100 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4538032.000000 Penalty: 5271.638184
	Iteration 7Q: 3 clusters Score -4538032 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -4539324.000000 Penalty: 5271.638184
	Iteration 8F: 3 clusters Score -4539324 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4541016.000000 Penalty: 5271.638184
	Iteration 9F: 3 clusters Score -4541016 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4543158.500000 Penalty: 5271.638184
	Iteration 10F: 3 clusters Score -4543158 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4545407.000000 Penalty: 5271.638184
	Iteration 11F: 3 clusters Score -4545407 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4547149.000000 Penalty: 5271.638184
	Iteration 12Q: 3 clusters Score -4547149 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4548324.000000 Penalty: 5271.638184
	Iteration 13Q: 3 clusters Score -4548324 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -4548929.500000 Penalty: 5271.638184
	Iteration 14Q: 3 clusters Score -4548930 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -4549202.500000 Penalty: 5271.638184
	Iteration 15Q: 3 clusters Score -4549202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -4549336.000000 Penalty: 5271.638184
	Iteration 16Q: 3 clusters Score -4549336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -4549389.000000 Penalty: 5271.638184
	Iteration 17Q: 3 clusters Score -4549389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4549418.000000 Penalty: 5271.638184
	Iteration 18Q: 3 clusters Score -4549418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4549452.000000 Penalty: 5271.638184
	Iteration 19Q: 3 clusters Score -4549452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4549458.500000 Penalty: 5271.638184
	Iteration 20F: 3 clusters Score -4549458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -4549480.000000 Penalty: 5271.638184
	Iteration 21Q: 3 clusters Score -4549480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -4549490.500000 Penalty: 5271.638184
	Iteration 22Q: 3 clusters Score -4549490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -4549491.000000 Penalty: 5271.638184
	Iteration 23Q: 3 clusters Score -4549491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4549499.500000 Penalty: 5271.638184
	Iteration 24Q: 3 clusters Score -4549500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4549505.500000 Penalty: 5271.638184
	Iteration 25Q: 3 clusters Score -4549506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -4549508.000000 Penalty: 5271.638184
	Iteration 26Q: 3 clusters Score -4549508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -4549509.000000 Penalty: 5271.638184
	Iteration 27Q: 3 clusters Score -4549509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4549517.000000 Penalty: 5271.638184
	Iteration 28Q: 3 clusters Score -4549517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -4549518.000000 Penalty: 5271.638184
	Iteration 29Q: 3 clusters Score -4549518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4549520.000000 Penalty: 5271.638184
	Iteration 30Q: 3 clusters Score -4549520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4549519.500000 Penalty: 5271.638184
	Iteration 31Q: 3 clusters Score -4549520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4549520.500000 Penalty: 5271.638184
	Iteration 32Q: 3 clusters Score -4549520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4549524.500000 Penalty: 5271.638184
	Iteration 33Q: 3 clusters Score -4549524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4549526.000000 Penalty: 5271.638184
	Iteration 34Q: 3 clusters Score -4549526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -4549528.500000 Penalty: 5271.638184
	Iteration 35Q: 3 clusters Score -4549528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4549529.000000 Penalty: 5271.638184
	Iteration 36Q: 3 clusters Score -4549529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4549529.000000 Penalty: 5271.638184
	Iteration 37F: 3 clusters Score -4549529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -552812.937500 Penalty: 2118.726318
	Iteration 0F: 2 clusters Score -552812.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -548169.375000 Penalty: 4237.452637
	Iteration 0F: 3 clusters Score -548169.4 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -549512.375000 Penalty: 4237.452637
	Iteration 1F: 3 clusters Score -549512.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -549966.000000 Penalty: 4237.452637
	Iteration 2F: 3 clusters Score -549966 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -550396.000000 Penalty: 4237.452637
	Iteration 3F: 3 clusters Score -550396 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -550762.812500 Penalty: 4237.452637
	Iteration 4F: 3 clusters Score -550762.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -551062.250000 Penalty: 4237.452637
	Iteration 5F: 3 clusters Score -551062.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -551294.750000 Penalty: 4237.452637
	Iteration 6F: 3 clusters Score -551294.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -551455.375000 Penalty: 4237.452637
	Iteration 7Q: 3 clusters Score -551455.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -551551.750000 Penalty: 4237.452637
	Iteration 8Q: 3 clusters Score -551551.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -551604.750000 Penalty: 4237.452637
	Iteration 9Q: 3 clusters Score -551604.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -551628.625000 Penalty: 4237.452637
	Iteration 10Q: 3 clusters Score -551628.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -551642.125000 Penalty: 4237.452637
	Iteration 11Q: 3 clusters Score -551642.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -551651.375000 Penalty: 4237.452637
	Iteration 12Q: 3 clusters Score -551651.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -551657.750000 Penalty: 4237.452637
	Iteration 13Q: 3 clusters Score -551657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -551661.000000 Penalty: 4237.452637
	Iteration 14Q: 3 clusters Score -551661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -551663.187500 Penalty: 4237.452637
	Iteration 15Q: 3 clusters Score -551663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -551667.062500 Penalty: 4237.452637
	Iteration 16Q: 3 clusters Score -551667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -551667.687500 Penalty: 4237.452637
	Iteration 17Q: 3 clusters Score -551667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -551667.500000 Penalty: 4237.452637
	Iteration 18Q: 3 clusters Score -551667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -551667.500000 Penalty: 4237.452637
	Iteration 19F: 3 clusters Score -551667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Entering Unmasked Estep 
Score: -681109.000000 Penalty: 2180.966309
	Iteration 0F: 2 clusters Score -681109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -675622.875000 Penalty: 4361.932617
	Iteration 0F: 3 clusters Score -675622.9 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -677047.812500 Penalty: 4361.932617
	Iteration 1F: 3 clusters Score -677047.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -677365.937500 Penalty: 4361.932617
	Iteration 2F: 3 clusters Score -677365.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -677633.125000 Penalty: 4361.932617
	Iteration 3F: 3 clusters Score -677633.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -677916.375000 Penalty: 4361.932617
	Iteration 4Q: 3 clusters Score -677916.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -678272.000000 Penalty: 4361.932617
	Iteration 5F: 3 clusters Score -678272 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -678647.625000 Penalty: 4361.932617
	Iteration 6F: 3 clusters Score -678647.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -679059.500000 Penalty: 4361.932617
	Iteration 7F: 3 clusters Score -679059.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -679471.062500 Penalty: 4361.932617
	Iteration 8Q: 3 clusters Score -679471.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -679756.125000 Penalty: 4361.932617
	Iteration 9Q: 3 clusters Score -679756.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -679967.562500 Penalty: 4361.932617
	Iteration 10Q: 3 clusters Score -679967.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -680092.875000 Penalty: 4361.932617
	Iteration 11Q: 3 clusters Score -680092.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -680154.562500 Penalty: 4361.932617
	Iteration 12Q: 3 clusters Score -680154.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -680186.312500 Penalty: 4361.932617
	Iteration 13Q: 3 clusters Score -680186.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -680205.125000 Penalty: 4361.932617
	Iteration 14Q: 3 clusters Score -680205.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -680218.875000 Penalty: 4361.932617
	Iteration 15Q: 3 clusters Score -680218.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -680229.875000 Penalty: 4361.932617
	Iteration 16Q: 3 clusters Score -680229.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -680235.875000 Penalty: 4361.932617
	Iteration 17Q: 3 clusters Score -680235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -680238.062500 Penalty: 4361.932617
	Iteration 18Q: 3 clusters Score -680238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -680241.062500 Penalty: 4361.932617
	Iteration 19Q: 3 clusters Score -680241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -680242.375000 Penalty: 4361.932617
	Iteration 20F: 3 clusters Score -680242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -680243.000000 Penalty: 4361.932617
	Iteration 21Q: 3 clusters Score -680243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -680242.750000 Penalty: 4361.932617
	Iteration 22Q: 3 clusters Score -680242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -680242.750000 Penalty: 4361.932617
	Iteration 23F: 3 clusters Score -680242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (205759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205759 members 
Entering Unmasked Estep 
Score: -23114226.000000 Penalty: 3034.146240
	Iteration 0F: 2 clusters Score -2.311423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -22977652.000000 Penalty: 6068.292480
	Iteration 0F: 3 clusters Score -2.297765e+07 nChanged 99002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -23036594.000000 Penalty: 6068.292480
	Iteration 1F: 3 clusters Score -2.303659e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -23038668.000000 Penalty: 6068.292480
	Iteration 2Q: 3 clusters Score -2.303867e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -23041766.000000 Penalty: 6068.292480
	Iteration 3Q: 3 clusters Score -2.304177e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -23047438.000000 Penalty: 6068.292480
	Iteration 4F: 3 clusters Score -2.304744e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 144403 members 
Entering Unmasked Estep 
Score: -23055954.000000 Penalty: 6068.292480
	Iteration 5F: 3 clusters Score -2.305595e+07 nChanged 16926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -23069060.000000 Penalty: 6068.292480
	Iteration 6F: 3 clusters Score -2.306906e+07 nChanged 17228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 178219 members 
Entering Unmasked Estep 
Score: -23085126.000000 Penalty: 6068.292480
	Iteration 7F: 3 clusters Score -2.308513e+07 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 192065 members 
Entering Unmasked Estep 
Score: -23098922.000000 Penalty: 6068.292480
	Iteration 8F: 3 clusters Score -2.309892e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 199959 members 
Entering Unmasked Estep 
Score: -23106664.000000 Penalty: 6068.292480
	Iteration 9Q: 3 clusters Score -2.310666e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 203350 members 
Entering Unmasked Estep 
Score: -23109812.000000 Penalty: 6068.292480
	Iteration 10Q: 3 clusters Score -2.310981e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 204549 members 
Entering Unmasked Estep 
Score: -23110868.000000 Penalty: 6068.292480
	Iteration 11Q: 3 clusters Score -2.311087e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 204961 members 
Entering Unmasked Estep 
Score: -23111232.000000 Penalty: 6068.292480
	Iteration 12Q: 3 clusters Score -2.311123e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 205109 members 
Entering Unmasked Estep 
Score: -23111456.000000 Penalty: 6068.292480
	Iteration 13Q: 3 clusters Score -2.311146e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 205177 members 
Entering Unmasked Estep 
Score: -23111550.000000 Penalty: 6068.292480
	Iteration 14Q: 3 clusters Score -2.311155e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 205199 members 
Entering Unmasked Estep 
Score: -23111626.000000 Penalty: 6068.292480
	Iteration 15Q: 3 clusters Score -2.311163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 205210 members 
Entering Unmasked Estep 
Score: -23111672.000000 Penalty: 6068.292480
	Iteration 16Q: 3 clusters Score -2.311167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 205215 members 
Entering Unmasked Estep 
Score: -23111698.000000 Penalty: 6068.292480
	Iteration 17Q: 3 clusters Score -2.31117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 205216 members 
Entering Unmasked Estep 
Score: -23111728.000000 Penalty: 6068.292480
	Iteration 18Q: 3 clusters Score -2.311173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 205216 members 
Entering Unmasked Estep 
Score: -23111740.000000 Penalty: 6068.292480
	Iteration 19Q: 3 clusters Score -2.311174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 205215 members 
Entering Unmasked Estep 
Score: -23111766.000000 Penalty: 6068.292480
	Iteration 20F: 3 clusters Score -2.311177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 205214 members 
Entering Unmasked Estep 
Score: -23111768.000000 Penalty: 6068.292480
	Iteration 21Q: 3 clusters Score -2.311177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 205211 members 
Entering Unmasked Estep 
Score: -23111792.000000 Penalty: 6068.292480
	Iteration 22Q: 3 clusters Score -2.311179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 205204 members 
Entering Unmasked Estep 
Score: -23111760.000000 Penalty: 6068.292480
	Iteration 23Q: 3 clusters Score -2.311176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 205198 members 
Entering Unmasked Estep 
Score: -23111760.000000 Penalty: 6068.292480
	Iteration 24Q: 3 clusters Score -2.311176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 205196 members 
Entering Unmasked Estep 
Score: -23111762.000000 Penalty: 6068.292480
	Iteration 25Q: 3 clusters Score -2.311176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 205192 members 
Entering Unmasked Estep 
Score: -23111768.000000 Penalty: 6068.292480
	Iteration 26Q: 3 clusters Score -2.311177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 205192 members 
Entering Unmasked Estep 
Score: -23111780.000000 Penalty: 6068.292480
	Iteration 27Q: 3 clusters Score -2.311178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 205191 members 
Entering Unmasked Estep 
Score: -23111772.000000 Penalty: 6068.292480
	Iteration 28Q: 3 clusters Score -2.311177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 205191 members 
Entering Unmasked Estep 
Score: -23111776.000000 Penalty: 6068.292480
	Iteration 29Q: 3 clusters Score -2.311178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 205191 members 
Entering Unmasked Estep 
Score: -23111776.000000 Penalty: 6068.292480
	Iteration 30Q: 3 clusters Score -2.311178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 205190 members 
Entering Unmasked Estep 
Score: -23111780.000000 Penalty: 6068.292480
	Iteration 31Q: 3 clusters Score -2.311178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 205189 members 
Entering Unmasked Estep 
Score: -23111788.000000 Penalty: 6068.292480
	Iteration 32Q: 3 clusters Score -2.311179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 205190 members 
Entering Unmasked Estep 
Score: -23111796.000000 Penalty: 6068.292480
	Iteration 33Q: 3 clusters Score -2.31118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 205190 members 
Entering Unmasked Estep 
Score: -23111796.000000 Penalty: 6068.292480
	Iteration 34F: 3 clusters Score -2.31118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (233938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233938 members 
Entering Unmasked Estep 
Score: -26369342.000000 Penalty: 3065.977051
	Iteration 0F: 2 clusters Score -2.636934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Mstep: Class 2 contains 116849 members 
Entering Unmasked Estep 
Score: -26218312.000000 Penalty: 6131.954102
	Iteration 0F: 3 clusters Score -2.621831e+07 nChanged 112373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117398 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -26284054.000000 Penalty: 6131.954102
	Iteration 1F: 3 clusters Score -2.628405e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 116496 members 
Entering Unmasked Estep 
Score: -26285016.000000 Penalty: 6131.954102
	Iteration 2Q: 3 clusters Score -2.628502e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -26285940.000000 Penalty: 6131.954102
	Iteration 3Q: 3 clusters Score -2.628594e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117651 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -26286780.000000 Penalty: 6131.954102
	Iteration 4Q: 3 clusters Score -2.628678e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 116070 members 
Entering Unmasked Estep 
Score: -26288020.000000 Penalty: 6131.954102
	Iteration 5Q: 3 clusters Score -2.628802e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118234 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -26289692.000000 Penalty: 6131.954102
	Iteration 6Q: 3 clusters Score -2.628969e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -26291670.000000 Penalty: 6131.954102
	Iteration 7Q: 3 clusters Score -2.629167e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -26294512.000000 Penalty: 6131.954102
	Iteration 8Q: 3 clusters Score -2.629451e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -26298710.000000 Penalty: 6131.954102
	Iteration 9Q: 3 clusters Score -2.629871e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -26305700.000000 Penalty: 6131.954102
	Iteration 10Q: 3 clusters Score -2.63057e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -26316010.000000 Penalty: 6131.954102
	Iteration 11F: 3 clusters Score -2.631601e+07 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126902 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -26324794.000000 Penalty: 6131.954102
	Iteration 12F: 3 clusters Score -2.632479e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128187 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -26329050.000000 Penalty: 6131.954102
	Iteration 13Q: 3 clusters Score -2.632905e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -26330428.000000 Penalty: 6131.954102
	Iteration 14Q: 3 clusters Score -2.633043e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129811 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -26330982.000000 Penalty: 6131.954102
	Iteration 15Q: 3 clusters Score -2.633098e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130570 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -26331410.000000 Penalty: 6131.954102
	Iteration 16Q: 3 clusters Score -2.633141e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -26331742.000000 Penalty: 6131.954102
	Iteration 17Q: 3 clusters Score -2.633174e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -26332130.000000 Penalty: 6131.954102
	Iteration 18Q: 3 clusters Score -2.633213e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -26332592.000000 Penalty: 6131.954102
	Iteration 19Q: 3 clusters Score -2.633259e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133530 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -26333046.000000 Penalty: 6131.954102
	Iteration 20F: 3 clusters Score -2.633305e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -26333486.000000 Penalty: 6131.954102
	Iteration 21Q: 3 clusters Score -2.633349e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135216 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -26334138.000000 Penalty: 6131.954102
	Iteration 22Q: 3 clusters Score -2.633414e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -26334680.000000 Penalty: 6131.954102
	Iteration 23Q: 3 clusters Score -2.633468e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137056 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -26335074.000000 Penalty: 6131.954102
	Iteration 24Q: 3 clusters Score -2.633507e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137945 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -26335752.000000 Penalty: 6131.954102
	Iteration 25Q: 3 clusters Score -2.633575e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -26336262.000000 Penalty: 6131.954102
	Iteration 26Q: 3 clusters Score -2.633626e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139643 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -26336804.000000 Penalty: 6131.954102
	Iteration 27Q: 3 clusters Score -2.63368e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -26337300.000000 Penalty: 6131.954102
	Iteration 28Q: 3 clusters Score -2.63373e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141220 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -26337746.000000 Penalty: 6131.954102
	Iteration 29Q: 3 clusters Score -2.633775e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141997 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -26338352.000000 Penalty: 6131.954102
	Iteration 30Q: 3 clusters Score -2.633835e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -26338786.000000 Penalty: 6131.954102
	Iteration 31Q: 3 clusters Score -2.633879e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143570 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -26339268.000000 Penalty: 6131.954102
	Iteration 32Q: 3 clusters Score -2.633927e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144285 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -26339714.000000 Penalty: 6131.954102
	Iteration 33Q: 3 clusters Score -2.633971e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144927 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -26340360.000000 Penalty: 6131.954102
	Iteration 34Q: 3 clusters Score -2.634036e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145467 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -26340840.000000 Penalty: 6131.954102
	Iteration 35Q: 3 clusters Score -2.634084e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145961 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -26341234.000000 Penalty: 6131.954102
	Iteration 36Q: 3 clusters Score -2.634123e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146376 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -26341602.000000 Penalty: 6131.954102
	Iteration 37Q: 3 clusters Score -2.63416e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 87176 members 
Entering Unmasked Estep 
Score: -26341952.000000 Penalty: 6131.954102
	Iteration 38Q: 3 clusters Score -2.634195e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -26342460.000000 Penalty: 6131.954102
	Iteration 39Q: 3 clusters Score -2.634246e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147370 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -26342798.000000 Penalty: 6131.954102
	Iteration 40F: 3 clusters Score -2.63428e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147673 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -26343096.000000 Penalty: 6131.954102
	Iteration 41Q: 3 clusters Score -2.63431e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148037 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -26343366.000000 Penalty: 6131.954102
	Iteration 42Q: 3 clusters Score -2.634337e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -26343682.000000 Penalty: 6131.954102
	Iteration 43Q: 3 clusters Score -2.634368e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148615 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -26343972.000000 Penalty: 6131.954102
	Iteration 44Q: 3 clusters Score -2.634397e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -26344224.000000 Penalty: 6131.954102
	Iteration 45Q: 3 clusters Score -2.634422e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -26344518.000000 Penalty: 6131.954102
	Iteration 46Q: 3 clusters Score -2.634452e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149236 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -26344738.000000 Penalty: 6131.954102
	Iteration 47Q: 3 clusters Score -2.634474e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 84581 members 
Entering Unmasked Estep 
Score: -26345000.000000 Penalty: 6131.954102
	Iteration 48Q: 3 clusters Score -2.6345e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -26345212.000000 Penalty: 6131.954102
	Iteration 49Q: 3 clusters Score -2.634521e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149630 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -26345472.000000 Penalty: 6131.954102
	Iteration 50Q: 3 clusters Score -2.634547e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149663 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -26345572.000000 Penalty: 6131.954102
	Iteration 51Q: 3 clusters Score -2.634557e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -26345688.000000 Penalty: 6131.954102
	Iteration 52Q: 3 clusters Score -2.634569e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -26345882.000000 Penalty: 6131.954102
	Iteration 53Q: 3 clusters Score -2.634588e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149584 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -26346024.000000 Penalty: 6131.954102
	Iteration 54Q: 3 clusters Score -2.634602e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -26346184.000000 Penalty: 6131.954102
	Iteration 55Q: 3 clusters Score -2.634618e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -26346212.000000 Penalty: 6131.954102
	Iteration 56Q: 3 clusters Score -2.634621e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149210 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -26346280.000000 Penalty: 6131.954102
	Iteration 57Q: 3 clusters Score -2.634628e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -26346488.000000 Penalty: 6131.954102
	Iteration 58Q: 3 clusters Score -2.634649e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -26346662.000000 Penalty: 6131.954102
	Iteration 59Q: 3 clusters Score -2.634666e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148660 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -26346874.000000 Penalty: 6131.954102
	Iteration 60F: 3 clusters Score -2.634687e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -26346972.000000 Penalty: 6131.954102
	Iteration 61Q: 3 clusters Score -2.634697e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -26347074.000000 Penalty: 6131.954102
	Iteration 62Q: 3 clusters Score -2.634707e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -26347136.000000 Penalty: 6131.954102
	Iteration 63Q: 3 clusters Score -2.634714e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147599 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -26347108.000000 Penalty: 6131.954102
	Iteration 64Q: 3 clusters Score -2.634711e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147327 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -26347130.000000 Penalty: 6131.954102
	Iteration 65Q: 3 clusters Score -2.634713e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147052 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -26347222.000000 Penalty: 6131.954102
	Iteration 66Q: 3 clusters Score -2.634722e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146824 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -26347394.000000 Penalty: 6131.954102
	Iteration 67Q: 3 clusters Score -2.634739e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -26347452.000000 Penalty: 6131.954102
	Iteration 68Q: 3 clusters Score -2.634745e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146335 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -26347666.000000 Penalty: 6131.954102
	Iteration 69Q: 3 clusters Score -2.634767e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 87869 members 
Entering Unmasked Estep 
Score: -26347772.000000 Penalty: 6131.954102
	Iteration 70Q: 3 clusters Score -2.634777e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145814 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -26347870.000000 Penalty: 6131.954102
	Iteration 71Q: 3 clusters Score -2.634787e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 88375 members 
Entering Unmasked Estep 
Score: -26347990.000000 Penalty: 6131.954102
	Iteration 72Q: 3 clusters Score -2.634799e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -26348106.000000 Penalty: 6131.954102
	Iteration 73Q: 3 clusters Score -2.634811e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -26348120.000000 Penalty: 6131.954102
	Iteration 74Q: 3 clusters Score -2.634812e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144959 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -26348234.000000 Penalty: 6131.954102
	Iteration 75Q: 3 clusters Score -2.634823e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144741 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -26348256.000000 Penalty: 6131.954102
	Iteration 76Q: 3 clusters Score -2.634826e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -26348352.000000 Penalty: 6131.954102
	Iteration 77Q: 3 clusters Score -2.634835e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -26348334.000000 Penalty: 6131.954102
	Iteration 78Q: 3 clusters Score -2.634833e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144212 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -26348352.000000 Penalty: 6131.954102
	Iteration 79Q: 3 clusters Score -2.634835e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -26348418.000000 Penalty: 6131.954102
	Iteration 80F: 3 clusters Score -2.634842e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -26348448.000000 Penalty: 6131.954102
	Iteration 81Q: 3 clusters Score -2.634845e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143725 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -26348426.000000 Penalty: 6131.954102
	Iteration 82Q: 3 clusters Score -2.634843e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143548 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -26348518.000000 Penalty: 6131.954102
	Iteration 83Q: 3 clusters Score -2.634852e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143337 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -26348528.000000 Penalty: 6131.954102
	Iteration 84Q: 3 clusters Score -2.634853e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -26348510.000000 Penalty: 6131.954102
	Iteration 85Q: 3 clusters Score -2.634851e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142877 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -26348542.000000 Penalty: 6131.954102
	Iteration 86Q: 3 clusters Score -2.634854e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142635 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -26348578.000000 Penalty: 6131.954102
	Iteration 87Q: 3 clusters Score -2.634858e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142360 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -26348614.000000 Penalty: 6131.954102
	Iteration 88Q: 3 clusters Score -2.634861e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -26348626.000000 Penalty: 6131.954102
	Iteration 89Q: 3 clusters Score -2.634863e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141741 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -26348694.000000 Penalty: 6131.954102
	Iteration 90Q: 3 clusters Score -2.634869e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -26348652.000000 Penalty: 6131.954102
	Iteration 91Q: 3 clusters Score -2.634865e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141070 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -26348664.000000 Penalty: 6131.954102
	Iteration 92Q: 3 clusters Score -2.634866e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140704 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -26348774.000000 Penalty: 6131.954102
	Iteration 93Q: 3 clusters Score -2.634877e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -26348862.000000 Penalty: 6131.954102
	Iteration 94Q: 3 clusters Score -2.634886e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139932 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -26348832.000000 Penalty: 6131.954102
	Iteration 95Q: 3 clusters Score -2.634883e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139610 members 
Mstep: Class 2 contains 94328 members 
Entering Unmasked Estep 
Score: -26348764.000000 Penalty: 6131.954102
	Iteration 96Q: 3 clusters Score -2.634876e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139292 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -26348778.000000 Penalty: 6131.954102
	Iteration 97Q: 3 clusters Score -2.634878e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138963 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -26348800.000000 Penalty: 6131.954102
	Iteration 98Q: 3 clusters Score -2.63488e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -26348802.000000 Penalty: 6131.954102
	Iteration 99Q: 3 clusters Score -2.63488e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138321 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -26348908.000000 Penalty: 6131.954102
	Iteration 100F: 3 clusters Score -2.634891e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137942 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -26348916.000000 Penalty: 6131.954102
	Iteration 101Q: 3 clusters Score -2.634892e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137576 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -26348948.000000 Penalty: 6131.954102
	Iteration 102Q: 3 clusters Score -2.634895e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137191 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -26348990.000000 Penalty: 6131.954102
	Iteration 103Q: 3 clusters Score -2.634899e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -26349008.000000 Penalty: 6131.954102
	Iteration 104Q: 3 clusters Score -2.634901e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136341 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -26349030.000000 Penalty: 6131.954102
	Iteration 105Q: 3 clusters Score -2.634903e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135924 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -26349050.000000 Penalty: 6131.954102
	Iteration 106Q: 3 clusters Score -2.634905e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135506 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -26349110.000000 Penalty: 6131.954102
	Iteration 107Q: 3 clusters Score -2.634911e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135089 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -26349102.000000 Penalty: 6131.954102
	Iteration 108Q: 3 clusters Score -2.63491e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -26349196.000000 Penalty: 6131.954102
	Iteration 109Q: 3 clusters Score -2.63492e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134181 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -26349320.000000 Penalty: 6131.954102
	Iteration 110Q: 3 clusters Score -2.634932e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -26349258.000000 Penalty: 6131.954102
	Iteration 111Q: 3 clusters Score -2.634926e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -26349390.000000 Penalty: 6131.954102
	Iteration 112Q: 3 clusters Score -2.634939e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132827 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -26349344.000000 Penalty: 6131.954102
	Iteration 113Q: 3 clusters Score -2.634934e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132350 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -26349428.000000 Penalty: 6131.954102
	Iteration 114Q: 3 clusters Score -2.634943e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -26349502.000000 Penalty: 6131.954102
	Iteration 115Q: 3 clusters Score -2.63495e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131341 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -26349582.000000 Penalty: 6131.954102
	Iteration 116Q: 3 clusters Score -2.634958e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -26349652.000000 Penalty: 6131.954102
	Iteration 117Q: 3 clusters Score -2.634965e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130285 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -26349698.000000 Penalty: 6131.954102
	Iteration 118Q: 3 clusters Score -2.63497e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -26349746.000000 Penalty: 6131.954102
	Iteration 119Q: 3 clusters Score -2.634975e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -26349694.000000 Penalty: 6131.954102
	Iteration 120F: 3 clusters Score -2.634969e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128714 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -26349652.000000 Penalty: 6131.954102
	Iteration 121Q: 3 clusters Score -2.634965e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -26349698.000000 Penalty: 6131.954102
	Iteration 122Q: 3 clusters Score -2.63497e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -26349768.000000 Penalty: 6131.954102
	Iteration 123Q: 3 clusters Score -2.634977e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -26349740.000000 Penalty: 6131.954102
	Iteration 124Q: 3 clusters Score -2.634974e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126568 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -26349744.000000 Penalty: 6131.954102
	Iteration 125Q: 3 clusters Score -2.634974e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125961 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -26349662.000000 Penalty: 6131.954102
	Iteration 126Q: 3 clusters Score -2.634966e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 108618 members 
Entering Unmasked Estep 
Score: -26349738.000000 Penalty: 6131.954102
	Iteration 127Q: 3 clusters Score -2.634974e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -26349852.000000 Penalty: 6131.954102
	Iteration 128Q: 3 clusters Score -2.634985e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123935 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -26349866.000000 Penalty: 6131.954102
	Iteration 129Q: 3 clusters Score -2.634987e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -26349878.000000 Penalty: 6131.954102
	Iteration 130Q: 3 clusters Score -2.634988e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -26349868.000000 Penalty: 6131.954102
	Iteration 131Q: 3 clusters Score -2.634987e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121879 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -26350000.000000 Penalty: 6131.954102
	Iteration 132Q: 3 clusters Score -2.635e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -26350050.000000 Penalty: 6131.954102
	Iteration 133Q: 3 clusters Score -2.635005e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -26350088.000000 Penalty: 6131.954102
	Iteration 134Q: 3 clusters Score -2.635009e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -26350216.000000 Penalty: 6131.954102
	Iteration 135Q: 3 clusters Score -2.635022e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119006 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -26350272.000000 Penalty: 6131.954102
	Iteration 136Q: 3 clusters Score -2.635027e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -26350300.000000 Penalty: 6131.954102
	Iteration 137Q: 3 clusters Score -2.63503e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117379 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -26350370.000000 Penalty: 6131.954102
	Iteration 138Q: 3 clusters Score -2.635037e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -26350480.000000 Penalty: 6131.954102
	Iteration 139Q: 3 clusters Score -2.635048e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 118228 members 
Entering Unmasked Estep 
Score: -26350560.000000 Penalty: 6131.954102
	Iteration 140F: 3 clusters Score -2.635056e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114853 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -26350590.000000 Penalty: 6131.954102
	Iteration 141Q: 3 clusters Score -2.635059e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -26350604.000000 Penalty: 6131.954102
	Iteration 142Q: 3 clusters Score -2.63506e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -26350728.000000 Penalty: 6131.954102
	Iteration 143Q: 3 clusters Score -2.635073e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 121809 members 
Entering Unmasked Estep 
Score: -26350808.000000 Penalty: 6131.954102
	Iteration 144Q: 3 clusters Score -2.635081e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111191 members 
Mstep: Class 2 contains 122747 members 
Entering Unmasked Estep 
Score: -26350922.000000 Penalty: 6131.954102
	Iteration 145Q: 3 clusters Score -2.635092e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -26350986.000000 Penalty: 6131.954102
	Iteration 146Q: 3 clusters Score -2.635099e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -26351106.000000 Penalty: 6131.954102
	Iteration 147Q: 3 clusters Score -2.635111e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108061 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -26351192.000000 Penalty: 6131.954102
	Iteration 148Q: 3 clusters Score -2.635119e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 127013 members 
Entering Unmasked Estep 
Score: -26351334.000000 Penalty: 6131.954102
	Iteration 149Q: 3 clusters Score -2.635133e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105771 members 
Mstep: Class 2 contains 128167 members 
Entering Unmasked Estep 
Score: -26351370.000000 Penalty: 6131.954102
	Iteration 150Q: 3 clusters Score -2.635137e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -26351540.000000 Penalty: 6131.954102
	Iteration 151Q: 3 clusters Score -2.635154e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103277 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -26351628.000000 Penalty: 6131.954102
	Iteration 152Q: 3 clusters Score -2.635163e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 132012 members 
Entering Unmasked Estep 
Score: -26351704.000000 Penalty: 6131.954102
	Iteration 153Q: 3 clusters Score -2.63517e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 133366 members 
Entering Unmasked Estep 
Score: -26351854.000000 Penalty: 6131.954102
	Iteration 154Q: 3 clusters Score -2.635185e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 134805 members 
Entering Unmasked Estep 
Score: -26352026.000000 Penalty: 6131.954102
	Iteration 155Q: 3 clusters Score -2.635203e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -26352128.000000 Penalty: 6131.954102
	Iteration 156Q: 3 clusters Score -2.635213e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 137814 members 
Entering Unmasked Estep 
Score: -26352292.000000 Penalty: 6131.954102
	Iteration 157Q: 3 clusters Score -2.635229e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 139400 members 
Entering Unmasked Estep 
Score: -26352396.000000 Penalty: 6131.954102
	Iteration 158Q: 3 clusters Score -2.63524e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -26352436.000000 Penalty: 6131.954102
	Iteration 159Q: 3 clusters Score -2.635244e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -26352674.000000 Penalty: 6131.954102
	Iteration 160F: 3 clusters Score -2.635267e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 144380 members 
Entering Unmasked Estep 
Score: -26352878.000000 Penalty: 6131.954102
	Iteration 161Q: 3 clusters Score -2.635288e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 146113 members 
Entering Unmasked Estep 
Score: -26353016.000000 Penalty: 6131.954102
	Iteration 162Q: 3 clusters Score -2.635302e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 147977 members 
Entering Unmasked Estep 
Score: -26353270.000000 Penalty: 6131.954102
	Iteration 163Q: 3 clusters Score -2.635327e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -26353560.000000 Penalty: 6131.954102
	Iteration 164Q: 3 clusters Score -2.635356e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -26353734.000000 Penalty: 6131.954102
	Iteration 165Q: 3 clusters Score -2.635373e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -26354170.000000 Penalty: 6131.954102
	Iteration 166Q: 3 clusters Score -2.635417e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 156263 members 
Entering Unmasked Estep 
Score: -26354492.000000 Penalty: 6131.954102
	Iteration 167Q: 3 clusters Score -2.635449e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -26354820.000000 Penalty: 6131.954102
	Iteration 168Q: 3 clusters Score -2.635482e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 160428 members 
Entering Unmasked Estep 
Score: -26355180.000000 Penalty: 6131.954102
	Iteration 169Q: 3 clusters Score -2.635518e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 162483 members 
Entering Unmasked Estep 
Score: -26355618.000000 Penalty: 6131.954102
	Iteration 170Q: 3 clusters Score -2.635562e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 164581 members 
Entering Unmasked Estep 
Score: -26355958.000000 Penalty: 6131.954102
	Iteration 171Q: 3 clusters Score -2.635596e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -26356430.000000 Penalty: 6131.954102
	Iteration 172Q: 3 clusters Score -2.635643e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -26356758.000000 Penalty: 6131.954102
	Iteration 173Q: 3 clusters Score -2.635676e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -26357200.000000 Penalty: 6131.954102
	Iteration 174Q: 3 clusters Score -2.63572e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 173497 members 
Entering Unmasked Estep 
Score: -26357704.000000 Penalty: 6131.954102
	Iteration 175Q: 3 clusters Score -2.63577e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 175895 members 
Entering Unmasked Estep 
Score: -26358060.000000 Penalty: 6131.954102
	Iteration 176Q: 3 clusters Score -2.635806e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 178355 members 
Entering Unmasked Estep 
Score: -26358372.000000 Penalty: 6131.954102
	Iteration 177Q: 3 clusters Score -2.635837e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 180812 members 
Entering Unmasked Estep 
Score: -26358704.000000 Penalty: 6131.954102
	Iteration 178Q: 3 clusters Score -2.63587e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 183304 members 
Entering Unmasked Estep 
Score: -26359220.000000 Penalty: 6131.954102
	Iteration 179Q: 3 clusters Score -2.635922e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 185804 members 
Entering Unmasked Estep 
Score: -26359876.000000 Penalty: 6131.954102
	Iteration 180F: 3 clusters Score -2.635988e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 188283 members 
Entering Unmasked Estep 
Score: -26360616.000000 Penalty: 6131.954102
	Iteration 181Q: 3 clusters Score -2.636062e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 190760 members 
Entering Unmasked Estep 
Score: -26361178.000000 Penalty: 6131.954102
	Iteration 182Q: 3 clusters Score -2.636118e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 193233 members 
Entering Unmasked Estep 
Score: -26361864.000000 Penalty: 6131.954102
	Iteration 183Q: 3 clusters Score -2.636186e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -26362448.000000 Penalty: 6131.954102
	Iteration 184Q: 3 clusters Score -2.636245e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 198168 members 
Entering Unmasked Estep 
Score: -26362888.000000 Penalty: 6131.954102
	Iteration 185Q: 3 clusters Score -2.636289e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 200603 members 
Entering Unmasked Estep 
Score: -26363614.000000 Penalty: 6131.954102
	Iteration 186Q: 3 clusters Score -2.636361e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 202960 members 
Entering Unmasked Estep 
Score: -26364148.000000 Penalty: 6131.954102
	Iteration 187Q: 3 clusters Score -2.636415e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 205229 members 
Entering Unmasked Estep 
Score: -26364640.000000 Penalty: 6131.954102
	Iteration 188Q: 3 clusters Score -2.636464e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 207429 members 
Entering Unmasked Estep 
Score: -26365296.000000 Penalty: 6131.954102
	Iteration 189Q: 3 clusters Score -2.63653e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 209541 members 
Entering Unmasked Estep 
Score: -26365850.000000 Penalty: 6131.954102
	Iteration 190Q: 3 clusters Score -2.636585e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -26366536.000000 Penalty: 6131.954102
	Iteration 191Q: 3 clusters Score -2.636654e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 213416 members 
Entering Unmasked Estep 
Score: -26367086.000000 Penalty: 6131.954102
	Iteration 192Q: 3 clusters Score -2.636709e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 215171 members 
Entering Unmasked Estep 
Score: -26367524.000000 Penalty: 6131.954102
	Iteration 193Q: 3 clusters Score -2.636752e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 216760 members 
Entering Unmasked Estep 
Score: -26367888.000000 Penalty: 6131.954102
	Iteration 194Q: 3 clusters Score -2.636789e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 218224 members 
Entering Unmasked Estep 
Score: -26368162.000000 Penalty: 6131.954102
	Iteration 195Q: 3 clusters Score -2.636816e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 219570 members 
Entering Unmasked Estep 
Score: -26368466.000000 Penalty: 6131.954102
	Iteration 196Q: 3 clusters Score -2.636847e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 220857 members 
Entering Unmasked Estep 
Score: -26368622.000000 Penalty: 6131.954102
	Iteration 197Q: 3 clusters Score -2.636862e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 222019 members 
Entering Unmasked Estep 
Score: -26368830.000000 Penalty: 6131.954102
	Iteration 198Q: 3 clusters Score -2.636883e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 223090 members 
Entering Unmasked Estep 
Score: -26368692.000000 Penalty: 6131.954102
	Iteration 199Q: 3 clusters Score -2.636869e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 224033 members 
Entering Unmasked Estep 
Score: -26368598.000000 Penalty: 6131.954102
	Iteration 200F: 3 clusters Score -2.63686e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 224836 members 
Entering Unmasked Estep 
Score: -26368678.000000 Penalty: 6131.954102
	Iteration 201Q: 3 clusters Score -2.636868e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 225601 members 
Entering Unmasked Estep 
Score: -26368574.000000 Penalty: 6131.954102
	Iteration 202Q: 3 clusters Score -2.636857e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 226280 members 
Entering Unmasked Estep 
Score: -26368514.000000 Penalty: 6131.954102
	Iteration 203Q: 3 clusters Score -2.636851e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 226881 members 
Entering Unmasked Estep 
Score: -26368562.000000 Penalty: 6131.954102
	Iteration 204Q: 3 clusters Score -2.636856e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 227453 members 
Entering Unmasked Estep 
Score: -26368502.000000 Penalty: 6131.954102
	Iteration 205Q: 3 clusters Score -2.63685e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 227966 members 
Entering Unmasked Estep 
Score: -26368404.000000 Penalty: 6131.954102
	Iteration 206Q: 3 clusters Score -2.63684e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 228406 members 
Entering Unmasked Estep 
Score: -26368420.000000 Penalty: 6131.954102
	Iteration 207Q: 3 clusters Score -2.636842e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 228818 members 
Entering Unmasked Estep 
Score: -26368376.000000 Penalty: 6131.954102
	Iteration 208Q: 3 clusters Score -2.636838e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 229231 members 
Entering Unmasked Estep 
Score: -26368362.000000 Penalty: 6131.954102
	Iteration 209Q: 3 clusters Score -2.636836e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 229595 members 
Entering Unmasked Estep 
Score: -26368222.000000 Penalty: 6131.954102
	Iteration 210Q: 3 clusters Score -2.636822e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 229935 members 
Entering Unmasked Estep 
Score: -26368102.000000 Penalty: 6131.954102
	Iteration 211Q: 3 clusters Score -2.63681e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 230230 members 
Entering Unmasked Estep 
Score: -26367998.000000 Penalty: 6131.954102
	Iteration 212Q: 3 clusters Score -2.6368e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 230477 members 
Entering Unmasked Estep 
Score: -26367936.000000 Penalty: 6131.954102
	Iteration 213Q: 3 clusters Score -2.636794e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 230696 members 
Entering Unmasked Estep 
Score: -26367900.000000 Penalty: 6131.954102
	Iteration 214Q: 3 clusters Score -2.63679e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 230877 members 
Entering Unmasked Estep 
Score: -26367804.000000 Penalty: 6131.954102
	Iteration 215Q: 3 clusters Score -2.63678e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 231033 members 
Entering Unmasked Estep 
Score: -26367744.000000 Penalty: 6131.954102
	Iteration 216Q: 3 clusters Score -2.636774e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 231167 members 
Entering Unmasked Estep 
Score: -26367712.000000 Penalty: 6131.954102
	Iteration 217Q: 3 clusters Score -2.636771e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 231303 members 
Entering Unmasked Estep 
Score: -26367660.000000 Penalty: 6131.954102
	Iteration 218Q: 3 clusters Score -2.636766e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 231419 members 
Entering Unmasked Estep 
Score: -26367612.000000 Penalty: 6131.954102
	Iteration 219Q: 3 clusters Score -2.636761e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 231531 members 
Entering Unmasked Estep 
Score: -26367566.000000 Penalty: 6131.954102
	Iteration 220F: 3 clusters Score -2.636757e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 231629 members 
Entering Unmasked Estep 
Score: -26367528.000000 Penalty: 6131.954102
	Iteration 221Q: 3 clusters Score -2.636753e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 231725 members 
Entering Unmasked Estep 
Score: -26367548.000000 Penalty: 6131.954102
	Iteration 222Q: 3 clusters Score -2.636755e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 231830 members 
Entering Unmasked Estep 
Score: -26367514.000000 Penalty: 6131.954102
	Iteration 223Q: 3 clusters Score -2.636751e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 231927 members 
Entering Unmasked Estep 
Score: -26367472.000000 Penalty: 6131.954102
	Iteration 224Q: 3 clusters Score -2.636747e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 232000 members 
Entering Unmasked Estep 
Score: -26367468.000000 Penalty: 6131.954102
	Iteration 225Q: 3 clusters Score -2.636747e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 232083 members 
Entering Unmasked Estep 
Score: -26367476.000000 Penalty: 6131.954102
	Iteration 226Q: 3 clusters Score -2.636748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 232156 members 
Entering Unmasked Estep 
Score: -26367436.000000 Penalty: 6131.954102
	Iteration 227Q: 3 clusters Score -2.636744e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 232210 members 
Entering Unmasked Estep 
Score: -26367402.000000 Penalty: 6131.954102
	Iteration 228Q: 3 clusters Score -2.63674e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 232264 members 
Entering Unmasked Estep 
Score: -26367400.000000 Penalty: 6131.954102
	Iteration 229Q: 3 clusters Score -2.63674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 232302 members 
Entering Unmasked Estep 
Score: -26367378.000000 Penalty: 6131.954102
	Iteration 230Q: 3 clusters Score -2.636738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 232336 members 
Entering Unmasked Estep 
Score: -26367330.000000 Penalty: 6131.954102
	Iteration 231Q: 3 clusters Score -2.636733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 232368 members 
Entering Unmasked Estep 
Score: -26367338.000000 Penalty: 6131.954102
	Iteration 232Q: 3 clusters Score -2.636734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 232395 members 
Entering Unmasked Estep 
Score: -26367356.000000 Penalty: 6131.954102
	Iteration 233Q: 3 clusters Score -2.636736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 232423 members 
Entering Unmasked Estep 
Score: -26367366.000000 Penalty: 6131.954102
	Iteration 234Q: 3 clusters Score -2.636737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 232443 members 
Entering Unmasked Estep 
Score: -26367314.000000 Penalty: 6131.954102
	Iteration 235Q: 3 clusters Score -2.636731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 232459 members 
Entering Unmasked Estep 
Score: -26367320.000000 Penalty: 6131.954102
	Iteration 236Q: 3 clusters Score -2.636732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 232471 members 
Entering Unmasked Estep 
Score: -26367318.000000 Penalty: 6131.954102
	Iteration 237Q: 3 clusters Score -2.636732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 232484 members 
Entering Unmasked Estep 
Score: -26367310.000000 Penalty: 6131.954102
	Iteration 238Q: 3 clusters Score -2.636731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 232495 members 
Entering Unmasked Estep 
Score: -26367308.000000 Penalty: 6131.954102
	Iteration 239Q: 3 clusters Score -2.636731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 232506 members 
Entering Unmasked Estep 
Score: -26367302.000000 Penalty: 6131.954102
	Iteration 240F: 3 clusters Score -2.63673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 232521 members 
Entering Unmasked Estep 
Score: -26367314.000000 Penalty: 6131.954102
	Iteration 241Q: 3 clusters Score -2.636731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 232536 members 
Entering Unmasked Estep 
Score: -26367276.000000 Penalty: 6131.954102
	Iteration 242Q: 3 clusters Score -2.636728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 232548 members 
Entering Unmasked Estep 
Score: -26367276.000000 Penalty: 6131.954102
	Iteration 243Q: 3 clusters Score -2.636728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 232557 members 
Entering Unmasked Estep 
Score: -26367278.000000 Penalty: 6131.954102
	Iteration 244Q: 3 clusters Score -2.636728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 232564 members 
Entering Unmasked Estep 
Score: -26367280.000000 Penalty: 6131.954102
	Iteration 245Q: 3 clusters Score -2.636728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 232572 members 
Entering Unmasked Estep 
Score: -26367280.000000 Penalty: 6131.954102
	Iteration 246Q: 3 clusters Score -2.636728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 232579 members 
Entering Unmasked Estep 
Score: -26367280.000000 Penalty: 6131.954102
	Iteration 247Q: 3 clusters Score -2.636728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 232584 members 
Entering Unmasked Estep 
Score: -26367264.000000 Penalty: 6131.954102
	Iteration 248Q: 3 clusters Score -2.636726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 232588 members 
Entering Unmasked Estep 
Score: -26367282.000000 Penalty: 6131.954102
	Iteration 249Q: 3 clusters Score -2.636728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 232594 members 
Entering Unmasked Estep 
Score: -26367298.000000 Penalty: 6131.954102
	Iteration 250Q: 3 clusters Score -2.63673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 232595 members 
Entering Unmasked Estep 
Score: -26367280.000000 Penalty: 6131.954102
	Iteration 251Q: 3 clusters Score -2.636728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 232596 members 
Entering Unmasked Estep 
Score: -26367280.000000 Penalty: 6131.954102
	Iteration 252Q: 3 clusters Score -2.636728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -26367290.000000 Penalty: 6131.954102
	Iteration 253Q: 3 clusters Score -2.636729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -26367290.000000 Penalty: 6131.954102
	Iteration 254F: 3 clusters Score -2.636729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -918311.125000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -918311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -911863.562500 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -911863.6 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -913744.687500 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -913744.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -914125.875000 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -914125.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -914500.500000 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -914500.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -915074.875000 Penalty: 4465.705566
	Iteration 4F: 3 clusters Score -915074.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -915730.500000 Penalty: 4465.705566
	Iteration 5F: 3 clusters Score -915730.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -916255.125000 Penalty: 4465.705566
	Iteration 6F: 3 clusters Score -916255.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -916666.000000 Penalty: 4465.705566
	Iteration 7F: 3 clusters Score -916666 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -916951.562500 Penalty: 4465.705566
	Iteration 8Q: 3 clusters Score -916951.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -917164.375000 Penalty: 4465.705566
	Iteration 9Q: 3 clusters Score -917164.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -917320.125000 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -917320.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -917441.500000 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -917441.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -917555.750000 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -917555.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -917642.625000 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -917642.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -917728.187500 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -917728.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -917786.687500 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -917786.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -917807.562500 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -917807.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -917830.000000 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -917830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -917840.125000 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -917840.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -917846.062500 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -917846.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -917849.687500 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -917849.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -917851.375000 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -917851.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -917853.562500 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -917853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -917857.625000 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -917857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -917859.125000 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -917859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -917858.187500 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -917858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -917862.375000 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -917862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -917862.062500 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -917862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -917862.937500 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -917862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -917865.250000 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -917865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -917866.687500 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -917866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -917869.187500 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -917869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -917869.625000 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -917869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -917870.187500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -917870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -917870.187500 Penalty: 4465.705566
	Iteration 34F: 3 clusters Score -917870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Entering Unmasked Estep 
Score: -1173483.250000 Penalty: 2290.819824
	Iteration 0F: 2 clusters Score -1173483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1165590.750000 Penalty: 4581.639648
	Iteration 0F: 3 clusters Score -1165591 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1167825.750000 Penalty: 4581.639648
	Iteration 1F: 3 clusters Score -1167826 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1168097.375000 Penalty: 4581.639648
	Iteration 2F: 3 clusters Score -1168097 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1168303.875000 Penalty: 4581.639648
	Iteration 3Q: 3 clusters Score -1168304 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1168488.250000 Penalty: 4581.639648
	Iteration 4Q: 3 clusters Score -1168488 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1168646.750000 Penalty: 4581.639648
	Iteration 5Q: 3 clusters Score -1168647 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1168813.250000 Penalty: 4581.639648
	Iteration 6Q: 3 clusters Score -1168813 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1168994.250000 Penalty: 4581.639648
	Iteration 7Q: 3 clusters Score -1168994 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1169245.125000 Penalty: 4581.639648
	Iteration 8Q: 3 clusters Score -1169245 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1169490.875000 Penalty: 4581.639648
	Iteration 9Q: 3 clusters Score -1169491 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1169779.375000 Penalty: 4581.639648
	Iteration 10Q: 3 clusters Score -1169779 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1170111.875000 Penalty: 4581.639648
	Iteration 11Q: 3 clusters Score -1170112 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1170493.000000 Penalty: 4581.639648
	Iteration 12Q: 3 clusters Score -1170493 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1170795.875000 Penalty: 4581.639648
	Iteration 13Q: 3 clusters Score -1170796 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1171055.000000 Penalty: 4581.639648
	Iteration 14Q: 3 clusters Score -1171055 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1171224.500000 Penalty: 4581.639648
	Iteration 15Q: 3 clusters Score -1171224 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1171332.250000 Penalty: 4581.639648
	Iteration 16Q: 3 clusters Score -1171332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1171400.375000 Penalty: 4581.639648
	Iteration 17Q: 3 clusters Score -1171400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1171444.875000 Penalty: 4581.639648
	Iteration 18Q: 3 clusters Score -1171445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1171483.250000 Penalty: 4581.639648
	Iteration 19Q: 3 clusters Score -1171483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1171512.750000 Penalty: 4581.639648
	Iteration 20F: 3 clusters Score -1171513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1171540.625000 Penalty: 4581.639648
	Iteration 21Q: 3 clusters Score -1171541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1171566.125000 Penalty: 4581.639648
	Iteration 22Q: 3 clusters Score -1171566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1171586.625000 Penalty: 4581.639648
	Iteration 23Q: 3 clusters Score -1171587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1171600.250000 Penalty: 4581.639648
	Iteration 24Q: 3 clusters Score -1171600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1171604.875000 Penalty: 4581.639648
	Iteration 25Q: 3 clusters Score -1171605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1171614.125000 Penalty: 4581.639648
	Iteration 26Q: 3 clusters Score -1171614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1171613.750000 Penalty: 4581.639648
	Iteration 27Q: 3 clusters Score -1171614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1171615.375000 Penalty: 4581.639648
	Iteration 28Q: 3 clusters Score -1171615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1171617.750000 Penalty: 4581.639648
	Iteration 29Q: 3 clusters Score -1171618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1171617.750000 Penalty: 4581.639648
	Iteration 30F: 3 clusters Score -1171618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -39180.636719 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -39180.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37812.992188 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -37812.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37980.203125 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -37980.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38064.554688 Penalty: 2968.032471
	Iteration 2Q: 3 clusters Score -38064.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38118.363281 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -38118.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38139.992188 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -38139.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38175.835938 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -38175.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38205.781250 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -38205.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38229.824219 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -38229.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38248.152344 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -38248.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38282.167969 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -38282.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38417.484375 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -38417.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38535.765625 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -38535.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38558.687500 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -38558.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38574.511719 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -38574.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38584.085938 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -38584.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38601.855469 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -38601.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38614.519531 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -38614.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38618.035156 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -38618.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38618.035156 Penalty: 2968.032471
	Iteration 18F: 3 clusters Score -38618.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Entering Unmasked Estep 
Score: -4315455.500000 Penalty: 2614.708984
	Iteration 0F: 2 clusters Score -4315456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4289567.000000 Penalty: 5229.417969
	Iteration 0F: 3 clusters Score -4289567 nChanged 17325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4299201.500000 Penalty: 5229.417969
	Iteration 1F: 3 clusters Score -4299202 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4299696.000000 Penalty: 5229.417969
	Iteration 2Q: 3 clusters Score -4299696 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4300185.500000 Penalty: 5229.417969
	Iteration 3Q: 3 clusters Score -4300186 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4300687.500000 Penalty: 5229.417969
	Iteration 4Q: 3 clusters Score -4300688 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4301299.500000 Penalty: 5229.417969
	Iteration 5Q: 3 clusters Score -4301300 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -4302000.500000 Penalty: 5229.417969
	Iteration 6Q: 3 clusters Score -4302000 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4302886.500000 Penalty: 5229.417969
	Iteration 7Q: 3 clusters Score -4302886 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4303908.500000 Penalty: 5229.417969
	Iteration 8Q: 3 clusters Score -4303908 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4305069.000000 Penalty: 5229.417969
	Iteration 9Q: 3 clusters Score -4305069 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -4306330.500000 Penalty: 5229.417969
	Iteration 10F: 3 clusters Score -4306330 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4307582.500000 Penalty: 5229.417969
	Iteration 11Q: 3 clusters Score -4307582 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4308667.000000 Penalty: 5229.417969
	Iteration 12Q: 3 clusters Score -4308667 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4309656.500000 Penalty: 5229.417969
	Iteration 13Q: 3 clusters Score -4309656 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4310493.000000 Penalty: 5229.417969
	Iteration 14Q: 3 clusters Score -4310493 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4311188.000000 Penalty: 5229.417969
	Iteration 15Q: 3 clusters Score -4311188 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4311707.500000 Penalty: 5229.417969
	Iteration 16Q: 3 clusters Score -4311708 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4312104.500000 Penalty: 5229.417969
	Iteration 17Q: 3 clusters Score -4312104 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4312403.000000 Penalty: 5229.417969
	Iteration 18Q: 3 clusters Score -4312403 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4312613.000000 Penalty: 5229.417969
	Iteration 19Q: 3 clusters Score -4312613 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4312766.000000 Penalty: 5229.417969
	Iteration 20F: 3 clusters Score -4312766 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4312879.500000 Penalty: 5229.417969
	Iteration 21Q: 3 clusters Score -4312880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4312933.500000 Penalty: 5229.417969
	Iteration 22Q: 3 clusters Score -4312934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4313002.000000 Penalty: 5229.417969
	Iteration 23Q: 3 clusters Score -4313002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4313059.000000 Penalty: 5229.417969
	Iteration 24Q: 3 clusters Score -4313059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4313090.500000 Penalty: 5229.417969
	Iteration 25Q: 3 clusters Score -4313090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4313122.500000 Penalty: 5229.417969
	Iteration 26Q: 3 clusters Score -4313122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4313146.500000 Penalty: 5229.417969
	Iteration 27Q: 3 clusters Score -4313146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4313166.500000 Penalty: 5229.417969
	Iteration 28Q: 3 clusters Score -4313166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4313181.000000 Penalty: 5229.417969
	Iteration 29Q: 3 clusters Score -4313181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4313191.500000 Penalty: 5229.417969
	Iteration 30Q: 3 clusters Score -4313192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4313196.000000 Penalty: 5229.417969
	Iteration 31Q: 3 clusters Score -4313196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4313200.500000 Penalty: 5229.417969
	Iteration 32Q: 3 clusters Score -4313200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4313208.000000 Penalty: 5229.417969
	Iteration 33Q: 3 clusters Score -4313208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4313209.500000 Penalty: 5229.417969
	Iteration 34Q: 3 clusters Score -4313210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4313214.500000 Penalty: 5229.417969
	Iteration 35Q: 3 clusters Score -4313214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4313214.500000 Penalty: 5229.417969
	Iteration 36F: 3 clusters Score -4313214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Entering Unmasked Estep 
Score: -2840384.500000 Penalty: 2512.730225
	Iteration 0F: 2 clusters Score -2840384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2823045.250000 Penalty: 5025.460449
	Iteration 0F: 3 clusters Score -2823045 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2829306.250000 Penalty: 5025.460449
	Iteration 1F: 3 clusters Score -2829306 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2830002.250000 Penalty: 5025.460449
	Iteration 2F: 3 clusters Score -2830002 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2830924.250000 Penalty: 5025.460449
	Iteration 3F: 3 clusters Score -2830924 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2832213.500000 Penalty: 5025.460449
	Iteration 4F: 3 clusters Score -2832214 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2833693.000000 Penalty: 5025.460449
	Iteration 5F: 3 clusters Score -2833693 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2835243.500000 Penalty: 5025.460449
	Iteration 6F: 3 clusters Score -2835244 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2836495.500000 Penalty: 5025.460449
	Iteration 7F: 3 clusters Score -2836496 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2837395.500000 Penalty: 5025.460449
	Iteration 8Q: 3 clusters Score -2837396 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2837900.500000 Penalty: 5025.460449
	Iteration 9Q: 3 clusters Score -2837900 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2838182.750000 Penalty: 5025.460449
	Iteration 10Q: 3 clusters Score -2838183 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2838358.750000 Penalty: 5025.460449
	Iteration 11Q: 3 clusters Score -2838359 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2838485.000000 Penalty: 5025.460449
	Iteration 12Q: 3 clusters Score -2838485 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2838557.500000 Penalty: 5025.460449
	Iteration 13Q: 3 clusters Score -2838558 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2838610.000000 Penalty: 5025.460449
	Iteration 14Q: 3 clusters Score -2838610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2838639.250000 Penalty: 5025.460449
	Iteration 15Q: 3 clusters Score -2838639 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2838675.000000 Penalty: 5025.460449
	Iteration 16Q: 3 clusters Score -2838675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2838698.000000 Penalty: 5025.460449
	Iteration 17Q: 3 clusters Score -2838698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2838727.250000 Penalty: 5025.460449
	Iteration 18Q: 3 clusters Score -2838727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2838739.500000 Penalty: 5025.460449
	Iteration 19Q: 3 clusters Score -2838740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2838748.750000 Penalty: 5025.460449
	Iteration 20F: 3 clusters Score -2838749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2838769.000000 Penalty: 5025.460449
	Iteration 21Q: 3 clusters Score -2838769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2838768.750000 Penalty: 5025.460449
	Iteration 22Q: 3 clusters Score -2838769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2838770.250000 Penalty: 5025.460449
	Iteration 23Q: 3 clusters Score -2838770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2838776.750000 Penalty: 5025.460449
	Iteration 24Q: 3 clusters Score -2838777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2838785.250000 Penalty: 5025.460449
	Iteration 25Q: 3 clusters Score -2838785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2838790.750000 Penalty: 5025.460449
	Iteration 26Q: 3 clusters Score -2838791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2838789.500000 Penalty: 5025.460449
	Iteration 27Q: 3 clusters Score -2838790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2838795.500000 Penalty: 5025.460449
	Iteration 28Q: 3 clusters Score -2838796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2838794.250000 Penalty: 5025.460449
	Iteration 29Q: 3 clusters Score -2838794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2838794.000000 Penalty: 5025.460449
	Iteration 30Q: 3 clusters Score -2838794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2838793.250000 Penalty: 5025.460449
	Iteration 31Q: 3 clusters Score -2838793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2838796.000000 Penalty: 5025.460449
	Iteration 32Q: 3 clusters Score -2838796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2838797.750000 Penalty: 5025.460449
	Iteration 33Q: 3 clusters Score -2838798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2838800.250000 Penalty: 5025.460449
	Iteration 34Q: 3 clusters Score -2838800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2838799.750000 Penalty: 5025.460449
	Iteration 35Q: 3 clusters Score -2838800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2838801.000000 Penalty: 5025.460449
	Iteration 36Q: 3 clusters Score -2838801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2838801.000000 Penalty: 5025.460449
	Iteration 37F: 3 clusters Score -2838801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99490.929688 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -99490.93 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 480 members 
Entering Unmasked Estep 
Score: -97572.382812 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -97572.38 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97866.695312 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -97866.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97987.812500 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -97987.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98097.523438 Penalty: 3415.212646
	Iteration 3Q: 3 clusters Score -98097.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98229.046875 Penalty: 3415.212646
	Iteration 4Q: 3 clusters Score -98229.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98458.046875 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -98458.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98564.171875 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -98564.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98620.242188 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -98620.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98661.476562 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -98661.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98699.664062 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -98699.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98748.992188 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -98748.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98799.117188 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -98799.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98848.468750 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -98848.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98891.804688 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -98891.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98938.328125 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -98938.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98991.445312 Penalty: 3415.212646
	Iteration 15Q: 3 clusters Score -98991.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99033.781250 Penalty: 3415.212646
	Iteration 16Q: 3 clusters Score -99033.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99086.648438 Penalty: 3415.212646
	Iteration 17Q: 3 clusters Score -99086.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -99124.351562 Penalty: 3415.212646
	Iteration 18Q: 3 clusters Score -99124.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -99196.164062 Penalty: 3415.212646
	Iteration 19Q: 3 clusters Score -99196.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99397.359375 Penalty: 3415.212646
	Iteration 20F: 3 clusters Score -99397.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99834.726562 Penalty: 3415.212646
	Iteration 21Q: 3 clusters Score -99834.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99986.710938 Penalty: 3415.212646
	Iteration 22Q: 3 clusters Score -99986.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100028.992188 Penalty: 3415.212646
	Iteration 23Q: 3 clusters Score -100029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100034.062500 Penalty: 3415.212646
	Iteration 24Q: 3 clusters Score -100034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100034.062500 Penalty: 3415.212646
	Iteration 25F: 3 clusters Score -100034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19971 members 
Mstep: Class 4 contains 41287 members 
Mstep: Class 5 contains 5132 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 205759 members 
Mstep: Class 8 contains 233938 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37918 members 
Mstep: Class 13 contains 25134 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 31979 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 266 members 
Mstep: Class 20 contains 137619 members 
Entering Unmasked Estep 
Score: -88596192.000000 Penalty: 64059.687500
Splitting cluster 14 changes total score from -88597048.000000 to -88596192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (31979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Entering Unmasked Estep 
Score: -3632915.750000 Penalty: 2572.463135
	Iteration 0F: 2 clusters Score -3632916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3610910.750000 Penalty: 5144.926270
	Iteration 0F: 3 clusters Score -3610911 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3618699.500000 Penalty: 5144.926270
	Iteration 1F: 3 clusters Score -3618700 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3619225.000000 Penalty: 5144.926270
	Iteration 2Q: 3 clusters Score -3619225 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3619781.250000 Penalty: 5144.926270
	Iteration 3Q: 3 clusters Score -3619781 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3620457.750000 Penalty: 5144.926270
	Iteration 4Q: 3 clusters Score -3620458 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3621207.500000 Penalty: 5144.926270
	Iteration 5Q: 3 clusters Score -3621208 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3621965.500000 Penalty: 5144.926270
	Iteration 6Q: 3 clusters Score -3621966 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3622882.250000 Penalty: 5144.926270
	Iteration 7F: 3 clusters Score -3622882 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3624086.500000 Penalty: 5144.926270
	Iteration 8F: 3 clusters Score -3624086 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3625617.000000 Penalty: 5144.926270
	Iteration 9F: 3 clusters Score -3625617 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3627255.000000 Penalty: 5144.926270
	Iteration 10F: 3 clusters Score -3627255 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3628493.000000 Penalty: 5144.926270
	Iteration 11F: 3 clusters Score -3628493 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3629267.250000 Penalty: 5144.926270
	Iteration 12Q: 3 clusters Score -3629267 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3629695.250000 Penalty: 5144.926270
	Iteration 13Q: 3 clusters Score -3629695 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3629975.000000 Penalty: 5144.926270
	Iteration 14Q: 3 clusters Score -3629975 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3630212.000000 Penalty: 5144.926270
	Iteration 15Q: 3 clusters Score -3630212 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3630396.500000 Penalty: 5144.926270
	Iteration 16Q: 3 clusters Score -3630396 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3630594.000000 Penalty: 5144.926270
	Iteration 17Q: 3 clusters Score -3630594 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3630771.750000 Penalty: 5144.926270
	Iteration 18Q: 3 clusters Score -3630772 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3630945.500000 Penalty: 5144.926270
	Iteration 19Q: 3 clusters Score -3630946 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3631084.500000 Penalty: 5144.926270
	Iteration 20F: 3 clusters Score -3631084 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3631207.000000 Penalty: 5144.926270
	Iteration 21Q: 3 clusters Score -3631207 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3631327.250000 Penalty: 5144.926270
	Iteration 22Q: 3 clusters Score -3631327 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3631430.750000 Penalty: 5144.926270
	Iteration 23Q: 3 clusters Score -3631431 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3631515.750000 Penalty: 5144.926270
	Iteration 24Q: 3 clusters Score -3631516 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3631607.750000 Penalty: 5144.926270
	Iteration 25Q: 3 clusters Score -3631608 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3631694.000000 Penalty: 5144.926270
	Iteration 26Q: 3 clusters Score -3631694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3631754.000000 Penalty: 5144.926270
	Iteration 27Q: 3 clusters Score -3631754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3631807.250000 Penalty: 5144.926270
	Iteration 28Q: 3 clusters Score -3631807 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3631876.750000 Penalty: 5144.926270
	Iteration 29Q: 3 clusters Score -3631877 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3631912.000000 Penalty: 5144.926270
	Iteration 30Q: 3 clusters Score -3631912 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3631962.750000 Penalty: 5144.926270
	Iteration 31Q: 3 clusters Score -3631963 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3632015.500000 Penalty: 5144.926270
	Iteration 32Q: 3 clusters Score -3632016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3632056.000000 Penalty: 5144.926270
	Iteration 33Q: 3 clusters Score -3632056 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3632092.500000 Penalty: 5144.926270
	Iteration 34Q: 3 clusters Score -3632092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3632126.750000 Penalty: 5144.926270
	Iteration 35Q: 3 clusters Score -3632127 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3632146.750000 Penalty: 5144.926270
	Iteration 36Q: 3 clusters Score -3632147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3632171.500000 Penalty: 5144.926270
	Iteration 37Q: 3 clusters Score -3632172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3632198.750000 Penalty: 5144.926270
	Iteration 38Q: 3 clusters Score -3632199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3632211.000000 Penalty: 5144.926270
	Iteration 39Q: 3 clusters Score -3632211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3632232.750000 Penalty: 5144.926270
	Iteration 40F: 3 clusters Score -3632233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3632233.250000 Penalty: 5144.926270
	Iteration 41Q: 3 clusters Score -3632233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3632242.000000 Penalty: 5144.926270
	Iteration 42Q: 3 clusters Score -3632242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3632237.250000 Penalty: 5144.926270
	Iteration 43Q: 3 clusters Score -3632237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3632250.250000 Penalty: 5144.926270
	Iteration 44Q: 3 clusters Score -3632250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3632257.500000 Penalty: 5144.926270
	Iteration 45Q: 3 clusters Score -3632258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3632258.750000 Penalty: 5144.926270
	Iteration 46Q: 3 clusters Score -3632259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3632260.250000 Penalty: 5144.926270
	Iteration 47Q: 3 clusters Score -3632260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3632264.750000 Penalty: 5144.926270
	Iteration 48Q: 3 clusters Score -3632265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3632267.000000 Penalty: 5144.926270
	Iteration 49Q: 3 clusters Score -3632267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3632271.250000 Penalty: 5144.926270
	Iteration 50Q: 3 clusters Score -3632271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3632270.750000 Penalty: 5144.926270
	Iteration 51Q: 3 clusters Score -3632271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3632274.000000 Penalty: 5144.926270
	Iteration 52Q: 3 clusters Score -3632274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3632274.000000 Penalty: 5144.926270
	Iteration 53Q: 3 clusters Score -3632274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3632285.000000 Penalty: 5144.926270
	Iteration 54Q: 3 clusters Score -3632285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3632287.500000 Penalty: 5144.926270
	Iteration 55Q: 3 clusters Score -3632288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3632292.000000 Penalty: 5144.926270
	Iteration 56Q: 3 clusters Score -3632292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3632303.500000 Penalty: 5144.926270
	Iteration 57Q: 3 clusters Score -3632304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3632308.250000 Penalty: 5144.926270
	Iteration 58Q: 3 clusters Score -3632308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3632321.250000 Penalty: 5144.926270
	Iteration 59Q: 3 clusters Score -3632321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3632322.250000 Penalty: 5144.926270
	Iteration 60F: 3 clusters Score -3632322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3632330.000000 Penalty: 5144.926270
	Iteration 61Q: 3 clusters Score -3632330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3632327.750000 Penalty: 5144.926270
	Iteration 62Q: 3 clusters Score -3632328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3632329.750000 Penalty: 5144.926270
	Iteration 63Q: 3 clusters Score -3632330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3632330.250000 Penalty: 5144.926270
	Iteration 64Q: 3 clusters Score -3632330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3632334.750000 Penalty: 5144.926270
	Iteration 65Q: 3 clusters Score -3632335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3632338.000000 Penalty: 5144.926270
	Iteration 66Q: 3 clusters Score -3632338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3632339.750000 Penalty: 5144.926270
	Iteration 67Q: 3 clusters Score -3632340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3632334.000000 Penalty: 5144.926270
	Iteration 68Q: 3 clusters Score -3632334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3632331.750000 Penalty: 5144.926270
	Iteration 69Q: 3 clusters Score -3632332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3632332.750000 Penalty: 5144.926270
	Iteration 70Q: 3 clusters Score -3632333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3632331.500000 Penalty: 5144.926270
	Iteration 71Q: 3 clusters Score -3632332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3632340.000000 Penalty: 5144.926270
	Iteration 72Q: 3 clusters Score -3632340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3632334.250000 Penalty: 5144.926270
	Iteration 73Q: 3 clusters Score -3632334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3632334.250000 Penalty: 5144.926270
	Iteration 74Q: 3 clusters Score -3632334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3632335.000000 Penalty: 5144.926270
	Iteration 75Q: 3 clusters Score -3632335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3632344.000000 Penalty: 5144.926270
	Iteration 76Q: 3 clusters Score -3632344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3632341.750000 Penalty: 5144.926270
	Iteration 77Q: 3 clusters Score -3632342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3632339.500000 Penalty: 5144.926270
	Iteration 78Q: 3 clusters Score -3632340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3632340.250000 Penalty: 5144.926270
	Iteration 79Q: 3 clusters Score -3632340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3632343.000000 Penalty: 5144.926270
	Iteration 80F: 3 clusters Score -3632343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3632348.500000 Penalty: 5144.926270
	Iteration 81Q: 3 clusters Score -3632348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3632349.000000 Penalty: 5144.926270
	Iteration 82Q: 3 clusters Score -3632349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3632348.500000 Penalty: 5144.926270
	Iteration 83Q: 3 clusters Score -3632348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3632343.750000 Penalty: 5144.926270
	Iteration 84Q: 3 clusters Score -3632344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3632347.500000 Penalty: 5144.926270
	Iteration 85Q: 3 clusters Score -3632348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3632345.250000 Penalty: 5144.926270
	Iteration 86Q: 3 clusters Score -3632345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3632348.250000 Penalty: 5144.926270
	Iteration 87Q: 3 clusters Score -3632348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3632347.000000 Penalty: 5144.926270
	Iteration 88Q: 3 clusters Score -3632347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3632348.250000 Penalty: 5144.926270
	Iteration 89Q: 3 clusters Score -3632348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3632344.750000 Penalty: 5144.926270
	Iteration 90Q: 3 clusters Score -3632345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3632342.500000 Penalty: 5144.926270
	Iteration 91Q: 3 clusters Score -3632342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3632347.000000 Penalty: 5144.926270
	Iteration 92Q: 3 clusters Score -3632347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3632346.250000 Penalty: 5144.926270
	Iteration 93Q: 3 clusters Score -3632346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3632348.000000 Penalty: 5144.926270
	Iteration 94Q: 3 clusters Score -3632348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3632349.000000 Penalty: 5144.926270
	Iteration 95Q: 3 clusters Score -3632349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3632345.750000 Penalty: 5144.926270
	Iteration 96Q: 3 clusters Score -3632346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3632345.750000 Penalty: 5144.926270
	Iteration 97F: 3 clusters Score -3632346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -103180.304688 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -103180.3 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 493 members 
Entering Unmasked Estep 
Score: -101290.398438 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -101290.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101540.273438 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -101540.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101598.851562 Penalty: 3389.183594
	Iteration 2Q: 3 clusters Score -101598.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101629.179688 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -101629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101654.484375 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -101654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101678.781250 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -101678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101696.609375 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -101696.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101711.117188 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -101711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101724.242188 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -101724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101728.312500 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -101728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101732.414062 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -101732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101736.257812 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -101736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101739.593750 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -101739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101743.812500 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -101743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101752.523438 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -101752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101759.070312 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -101759.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -101766.804688 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -101766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101774.695312 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -101774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -101783.460938 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -101783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -101792.179688 Penalty: 3389.183594
	Iteration 19Q: 3 clusters Score -101792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101797.281250 Penalty: 3389.183594
	Iteration 20F: 3 clusters Score -101797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -101806.210938 Penalty: 3389.183594
	Iteration 21Q: 3 clusters Score -101806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101811.242188 Penalty: 3389.183594
	Iteration 22Q: 3 clusters Score -101811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101812.695312 Penalty: 3389.183594
	Iteration 23Q: 3 clusters Score -101812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101817.468750 Penalty: 3389.183594
	Iteration 24Q: 3 clusters Score -101817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -101821.570312 Penalty: 3389.183594
	Iteration 25Q: 3 clusters Score -101821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101824.812500 Penalty: 3389.183594
	Iteration 26Q: 3 clusters Score -101824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101824.812500 Penalty: 3389.183594
	Iteration 27F: 3 clusters Score -101824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -102143.203125 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -102143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100292.304688 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -100292.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100661.382812 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -100661.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100763.656250 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -100763.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100788.304688 Penalty: 3403.408936
	Iteration 3Q: 3 clusters Score -100788.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -100824.937500 Penalty: 3403.408936
	Iteration 4Q: 3 clusters Score -100824.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100865.765625 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -100865.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100920.429688 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -100920.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -100963.890625 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -100963.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101004.726562 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -101004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101023.210938 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -101023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101033.734375 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -101033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101039.398438 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -101039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101044.093750 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -101044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101048.007812 Penalty: 3403.408936
	Iteration 13Q: 3 clusters Score -101048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101051.695312 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -101051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101051.695312 Penalty: 3403.408936
	Iteration 15F: 3 clusters Score -101051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (137619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Entering Unmasked Estep 
Score: -15482849.000000 Penalty: 2934.396484
	Iteration 0F: 2 clusters Score -1.548285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -15391515.000000 Penalty: 5868.792969
	Iteration 0F: 3 clusters Score -1.539152e+07 nChanged 65834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -15429314.000000 Penalty: 5868.792969
	Iteration 1F: 3 clusters Score -1.542931e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -15430305.000000 Penalty: 5868.792969
	Iteration 2Q: 3 clusters Score -1.54303e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -15431766.000000 Penalty: 5868.792969
	Iteration 3Q: 3 clusters Score -1.543177e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -15433985.000000 Penalty: 5868.792969
	Iteration 4Q: 3 clusters Score -1.543398e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -15437285.000000 Penalty: 5868.792969
	Iteration 5Q: 3 clusters Score -1.543728e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -15441985.000000 Penalty: 5868.792969
	Iteration 6F: 3 clusters Score -1.544198e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -15448512.000000 Penalty: 5868.792969
	Iteration 7F: 3 clusters Score -1.544851e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -15457214.000000 Penalty: 5868.792969
	Iteration 8F: 3 clusters Score -1.545721e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120332 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -15466452.000000 Penalty: 5868.792969
	Iteration 9F: 3 clusters Score -1.546645e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -15473625.000000 Penalty: 5868.792969
	Iteration 10F: 3 clusters Score -1.547362e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133050 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -15477653.000000 Penalty: 5868.792969
	Iteration 11Q: 3 clusters Score -1.547765e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -15479427.000000 Penalty: 5868.792969
	Iteration 12Q: 3 clusters Score -1.547943e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136081 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15480158.000000 Penalty: 5868.792969
	Iteration 13Q: 3 clusters Score -1.548016e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136371 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15480457.000000 Penalty: 5868.792969
	Iteration 14Q: 3 clusters Score -1.548046e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136484 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15480644.000000 Penalty: 5868.792969
	Iteration 15Q: 3 clusters Score -1.548064e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15480750.000000 Penalty: 5868.792969
	Iteration 16Q: 3 clusters Score -1.548075e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136566 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15480808.000000 Penalty: 5868.792969
	Iteration 17Q: 3 clusters Score -1.548081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -15480811.000000 Penalty: 5868.792969
	Iteration 18Q: 3 clusters Score -1.548081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -15480860.000000 Penalty: 5868.792969
	Iteration 19Q: 3 clusters Score -1.548086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -15480863.000000 Penalty: 5868.792969
	Iteration 20F: 3 clusters Score -1.548086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -15480876.000000 Penalty: 5868.792969
	Iteration 21Q: 3 clusters Score -1.548088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15480891.000000 Penalty: 5868.792969
	Iteration 22Q: 3 clusters Score -1.548089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -15480905.000000 Penalty: 5868.792969
	Iteration 23Q: 3 clusters Score -1.54809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -15480908.000000 Penalty: 5868.792969
	Iteration 24Q: 3 clusters Score -1.548091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -15480902.000000 Penalty: 5868.792969
	Iteration 25Q: 3 clusters Score -1.54809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15480922.000000 Penalty: 5868.792969
	Iteration 26Q: 3 clusters Score -1.548092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136587 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15480925.000000 Penalty: 5868.792969
	Iteration 27Q: 3 clusters Score -1.548092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15480946.000000 Penalty: 5868.792969
	Iteration 28Q: 3 clusters Score -1.548095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15480960.000000 Penalty: 5868.792969
	Iteration 29Q: 3 clusters Score -1.548096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15480961.000000 Penalty: 5868.792969
	Iteration 30Q: 3 clusters Score -1.548096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15480965.000000 Penalty: 5868.792969
	Iteration 31Q: 3 clusters Score -1.548096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15480959.000000 Penalty: 5868.792969
	Iteration 32Q: 3 clusters Score -1.548096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15480974.000000 Penalty: 5868.792969
	Iteration 33Q: 3 clusters Score -1.548097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136587 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15480980.000000 Penalty: 5868.792969
	Iteration 34Q: 3 clusters Score -1.548098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15480980.000000 Penalty: 5868.792969
	Iteration 35Q: 3 clusters Score -1.548098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15480991.000000 Penalty: 5868.792969
	Iteration 36Q: 3 clusters Score -1.548099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -15480993.000000 Penalty: 5868.792969
	Iteration 37Q: 3 clusters Score -1.548099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136571 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15480987.000000 Penalty: 5868.792969
	Iteration 38Q: 3 clusters Score -1.548099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136569 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -15480979.000000 Penalty: 5868.792969
	Iteration 39Q: 3 clusters Score -1.548098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15480994.000000 Penalty: 5868.792969
	Iteration 40F: 3 clusters Score -1.548099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136566 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15480987.000000 Penalty: 5868.792969
	Iteration 41Q: 3 clusters Score -1.548099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15481010.000000 Penalty: 5868.792969
	Iteration 42Q: 3 clusters Score -1.548101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136560 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15481001.000000 Penalty: 5868.792969
	Iteration 43Q: 3 clusters Score -1.5481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136559 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -15481008.000000 Penalty: 5868.792969
	Iteration 44Q: 3 clusters Score -1.548101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15481003.000000 Penalty: 5868.792969
	Iteration 45Q: 3 clusters Score -1.5481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136560 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15481014.000000 Penalty: 5868.792969
	Iteration 46Q: 3 clusters Score -1.548101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136558 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15481026.000000 Penalty: 5868.792969
	Iteration 47Q: 3 clusters Score -1.548103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136553 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15481023.000000 Penalty: 5868.792969
	Iteration 48Q: 3 clusters Score -1.548102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136553 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15481028.000000 Penalty: 5868.792969
	Iteration 49Q: 3 clusters Score -1.548103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136551 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -15481038.000000 Penalty: 5868.792969
	Iteration 50Q: 3 clusters Score -1.548104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136547 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15481031.000000 Penalty: 5868.792969
	Iteration 51Q: 3 clusters Score -1.548103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136544 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15481030.000000 Penalty: 5868.792969
	Iteration 52Q: 3 clusters Score -1.548103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136543 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -15481035.000000 Penalty: 5868.792969
	Iteration 53Q: 3 clusters Score -1.548104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15481040.000000 Penalty: 5868.792969
	Iteration 54Q: 3 clusters Score -1.548104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -15481042.000000 Penalty: 5868.792969
	Iteration 55Q: 3 clusters Score -1.548104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136534 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15481042.000000 Penalty: 5868.792969
	Iteration 56Q: 3 clusters Score -1.548104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136530 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15481049.000000 Penalty: 5868.792969
	Iteration 57Q: 3 clusters Score -1.548105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15481063.000000 Penalty: 5868.792969
	Iteration 58Q: 3 clusters Score -1.548106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -15481060.000000 Penalty: 5868.792969
	Iteration 59Q: 3 clusters Score -1.548106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136515 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15481062.000000 Penalty: 5868.792969
	Iteration 60F: 3 clusters Score -1.548106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136513 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15481059.000000 Penalty: 5868.792969
	Iteration 61Q: 3 clusters Score -1.548106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136511 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15481066.000000 Penalty: 5868.792969
	Iteration 62Q: 3 clusters Score -1.548107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15481061.000000 Penalty: 5868.792969
	Iteration 63Q: 3 clusters Score -1.548106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136506 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -15481055.000000 Penalty: 5868.792969
	Iteration 64Q: 3 clusters Score -1.548106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136504 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15481059.000000 Penalty: 5868.792969
	Iteration 65Q: 3 clusters Score -1.548106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136502 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15481070.000000 Penalty: 5868.792969
	Iteration 66Q: 3 clusters Score -1.548107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15481069.000000 Penalty: 5868.792969
	Iteration 67Q: 3 clusters Score -1.548107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15481069.000000 Penalty: 5868.792969
	Iteration 68F: 3 clusters Score -1.548107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19971 members 
Mstep: Class 4 contains 41287 members 
Mstep: Class 5 contains 5132 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 205759 members 
Mstep: Class 8 contains 233938 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37918 members 
Mstep: Class 13 contains 25134 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31979 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 137619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88597336.000000 Penalty: 60688.125000
Iteration 479Q: 19 clusters Score -8.859734e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19943 members 
Mstep: Class 4 contains 41315 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 206523 members 
Mstep: Class 8 contains 233680 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37875 members 
Mstep: Class 13 contains 25194 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31934 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 137065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88597448.000000 Penalty: 60688.125000
Iteration 480F: 19 clusters Score -8.859745e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19913 members 
Mstep: Class 4 contains 41343 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 207331 members 
Mstep: Class 8 contains 233438 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37817 members 
Mstep: Class 13 contains 25253 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31884 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 136473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88597536.000000 Penalty: 60688.125000
Iteration 481Q: 19 clusters Score -8.859754e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19895 members 
Mstep: Class 4 contains 41370 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 208171 members 
Mstep: Class 8 contains 233196 members 
Mstep: Class 9 contains 8108 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37777 members 
Mstep: Class 13 contains 25312 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 135835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88597848.000000 Penalty: 60688.125000
Iteration 482Q: 19 clusters Score -8.859785e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19875 members 
Mstep: Class 4 contains 41400 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 209039 members 
Mstep: Class 8 contains 232927 members 
Mstep: Class 9 contains 8107 members 
Mstep: Class 10 contains 10203 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37740 members 
Mstep: Class 13 contains 25366 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31775 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 135145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88597888.000000 Penalty: 60688.125000
Iteration 483Q: 19 clusters Score -8.859789e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19867 members 
Mstep: Class 4 contains 41421 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 209966 members 
Mstep: Class 8 contains 232730 members 
Mstep: Class 9 contains 8099 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37691 members 
Mstep: Class 13 contains 25414 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31721 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 134370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88597880.000000 Penalty: 60688.125000
Iteration 484Q: 19 clusters Score -8.859788e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19866 members 
Mstep: Class 4 contains 41452 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 210947 members 
Mstep: Class 8 contains 232468 members 
Mstep: Class 9 contains 8086 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37636 members 
Mstep: Class 13 contains 25473 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31675 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 133596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88598192.000000 Penalty: 60688.125000
Iteration 485Q: 19 clusters Score -8.859819e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19861 members 
Mstep: Class 4 contains 41472 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 212002 members 
Mstep: Class 8 contains 232191 members 
Mstep: Class 9 contains 8074 members 
Mstep: Class 10 contains 10133 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37572 members 
Mstep: Class 13 contains 25528 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31610 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 132813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88598648.000000 Penalty: 60688.125000
Iteration 486Q: 19 clusters Score -8.859865e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19855 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 5129 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 213080 members 
Mstep: Class 8 contains 231979 members 
Mstep: Class 9 contains 8062 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 37519 members 
Mstep: Class 13 contains 25590 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31524 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 131930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88598864.000000 Penalty: 60688.125000
Iteration 487Q: 19 clusters Score -8.859886e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19834 members 
Mstep: Class 4 contains 41543 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 214202 members 
Mstep: Class 8 contains 231735 members 
Mstep: Class 9 contains 8032 members 
Mstep: Class 10 contains 10065 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 37456 members 
Mstep: Class 13 contains 25655 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31425 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 131047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599112.000000 Penalty: 60688.125000
Iteration 488Q: 19 clusters Score -8.859911e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19809 members 
Mstep: Class 4 contains 41579 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 215475 members 
Mstep: Class 8 contains 231440 members 
Mstep: Class 9 contains 8019 members 
Mstep: Class 10 contains 10044 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 37380 members 
Mstep: Class 13 contains 25707 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31325 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 20 contains 130068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599112.000000 Penalty: 60688.125000
Iteration 489Q: 19 clusters Score -8.859911e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19798 members 
Mstep: Class 4 contains 41623 members 
Mstep: Class 5 contains 5127 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 216775 members 
Mstep: Class 8 contains 231154 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 37313 members 
Mstep: Class 13 contains 25761 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31212 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 129043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599192.000000 Penalty: 60688.125000
Iteration 490Q: 19 clusters Score -8.859919e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19771 members 
Mstep: Class 4 contains 41662 members 
Mstep: Class 5 contains 5125 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 218141 members 
Mstep: Class 8 contains 230807 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 9989 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 37241 members 
Mstep: Class 13 contains 25822 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31121 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 20 contains 127989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599920.000000 Penalty: 60688.125000
Iteration 491Q: 19 clusters Score -8.859992e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19757 members 
Mstep: Class 4 contains 41702 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 219544 members 
Mstep: Class 8 contains 230490 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 10 contains 9967 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 37169 members 
Mstep: Class 13 contains 25880 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 126876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88600552.000000 Penalty: 60688.125000
Iteration 492Q: 19 clusters Score -8.860055e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19738 members 
Mstep: Class 4 contains 41728 members 
Mstep: Class 5 contains 5121 members 
Mstep: Class 6 contains 6618 members 
Mstep: Class 7 contains 221086 members 
Mstep: Class 8 contains 230147 members 
Mstep: Class 9 contains 7935 members 
Mstep: Class 10 contains 9951 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 37101 members 
Mstep: Class 13 contains 25952 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 20 contains 125701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88600624.000000 Penalty: 60688.125000
Iteration 493Q: 19 clusters Score -8.860062e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19725 members 
Mstep: Class 4 contains 41766 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 222799 members 
Mstep: Class 8 contains 229675 members 
Mstep: Class 9 contains 7909 members 
Mstep: Class 10 contains 9936 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 37031 members 
Mstep: Class 13 contains 26060 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 30699 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 124426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88601056.000000 Penalty: 60688.125000
Iteration 494Q: 19 clusters Score -8.860106e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19710 members 
Mstep: Class 4 contains 41810 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 224583 members 
Mstep: Class 8 contains 229159 members 
Mstep: Class 9 contains 7889 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 36954 members 
Mstep: Class 13 contains 26186 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 30532 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 20 contains 123062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88601240.000000 Penalty: 60688.125000
Iteration 495Q: 19 clusters Score -8.860124e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19699 members 
Mstep: Class 4 contains 41855 members 
Mstep: Class 5 contains 5114 members 
Mstep: Class 6 contains 6555 members 
Mstep: Class 7 contains 226414 members 
Mstep: Class 8 contains 228557 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 36887 members 
Mstep: Class 13 contains 26360 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 30352 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 121657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88601424.000000 Penalty: 60688.125000
Iteration 496Q: 19 clusters Score -8.860142e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19690 members 
Mstep: Class 4 contains 41901 members 
Mstep: Class 5 contains 5114 members 
Mstep: Class 6 contains 6505 members 
Mstep: Class 7 contains 228265 members 
Mstep: Class 8 contains 227908 members 
Mstep: Class 9 contains 7844 members 
Mstep: Class 10 contains 9919 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 36807 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 120230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88601632.000000 Penalty: 60688.125000
Iteration 497Q: 19 clusters Score -8.860163e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 41973 members 
Mstep: Class 5 contains 5112 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 229985 members 
Mstep: Class 8 contains 227301 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 36713 members 
Mstep: Class 13 contains 26745 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 30061 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 20 contains 118798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88602160.000000 Penalty: 60688.125000
Iteration 498Q: 19 clusters Score -8.860216e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19712 members 
Mstep: Class 4 contains 42064 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 231402 members 
Mstep: Class 8 contains 226845 members 
Mstep: Class 9 contains 7802 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 36617 members 
Mstep: Class 13 contains 26938 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 29917 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 20 contains 117489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88602200.000000 Penalty: 60688.125000
Iteration 499Q: 19 clusters Score -8.86022e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 19723 members 
Mstep: Class 4 contains 42144 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 232492 members 
Mstep: Class 8 contains 226618 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 36539 members 
Mstep: Class 13 contains 27119 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 29763 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 20 contains 116266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88601920.000000 Penalty: 60688.125000
Iteration 500F: 19 clusters Score -8.860192e+07 nChanged 5874
Maximum iterations exceeded
--- Evaluating fit on full set of 2406351 points ---
Entering Unmasked Estep 
Score: -265826544.000000 Penalty: 65592.328125
21->19 Clusters: Score -265826544.000000, best is -265819296.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 802117 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 38102 members 
Mstep: Class 3 contains 38219 members 
Mstep: Class 4 contains 38024 members 
Mstep: Class 5 contains 38300 members 
Mstep: Class 6 contains 38225 members 
Mstep: Class 7 contains 38001 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 37900 members 
Mstep: Class 10 contains 38052 members 
Mstep: Class 11 contains 38456 members 
Mstep: Class 12 contains 38420 members 
Mstep: Class 13 contains 38081 members 
Mstep: Class 14 contains 38587 members 
Mstep: Class 15 contains 38439 members 
Mstep: Class 16 contains 37950 members 
Mstep: Class 17 contains 38504 members 
Mstep: Class 18 contains 38024 members 
Mstep: Class 19 contains 37836 members 
Mstep: Class 20 contains 38161 members 
Mstep: Class 21 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 762.611816 but Gain 3371.562500
Score: -85621616.000000 Penalty: 67431.250000
Iteration 0F: 21 clusters Score -8.562162e+07 nChanged 758687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1851 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 3 contains 28518 members 
Mstep: Class 4 contains 56343 members 
Mstep: Class 5 contains 41625 members 
Mstep: Class 6 contains 25440 members 
Mstep: Class 7 contains 20335 members 
Mstep: Class 8 contains 35131 members 
Mstep: Class 9 contains 25885 members 
Mstep: Class 10 contains 34695 members 
Mstep: Class 11 contains 30730 members 
Mstep: Class 12 contains 51446 members 
Mstep: Class 13 contains 73409 members 
Mstep: Class 14 contains 46854 members 
Mstep: Class 15 contains 22146 members 
Mstep: Class 16 contains 13917 members 
Mstep: Class 17 contains 49162 members 
Mstep: Class 18 contains 43406 members 
Mstep: Class 19 contains 74903 members 
Mstep: Class 20 contains 45170 members 
Mstep: Class 21 contains 31326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87358152.000000 Penalty: 67431.250000
Iteration 1F: 21 clusters Score -8.735815e+07 nChanged 250653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1171 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 56352 members 
Mstep: Class 5 contains 43572 members 
Mstep: Class 6 contains 16168 members 
Mstep: Class 7 contains 20444 members 
Mstep: Class 8 contains 37008 members 
Mstep: Class 9 contains 23047 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 22700 members 
Mstep: Class 12 contains 48774 members 
Mstep: Class 13 contains 93594 members 
Mstep: Class 14 contains 48977 members 
Mstep: Class 15 contains 18292 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 62628 members 
Mstep: Class 18 contains 41228 members 
Mstep: Class 19 contains 78239 members 
Mstep: Class 20 contains 45507 members 
Mstep: Class 21 contains 31032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87773912.000000 Penalty: 67431.250000
Iteration 2F: 21 clusters Score -8.777391e+07 nChanged 185338
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 3 contains 29289 members 
Mstep: Class 4 contains 59866 members 
Mstep: Class 5 contains 40451 members 
Mstep: Class 6 contains 9992 members 
Mstep: Class 7 contains 20959 members 
Mstep: Class 8 contains 35155 members 
Mstep: Class 9 contains 19704 members 
Mstep: Class 10 contains 28590 members 
Mstep: Class 11 contains 18190 members 
Mstep: Class 12 contains 56036 members 
Mstep: Class 13 contains 115939 members 
Mstep: Class 14 contains 44924 members 
Mstep: Class 15 contains 14698 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 67694 members 
Mstep: Class 18 contains 39760 members 
Mstep: Class 19 contains 85430 members 
Mstep: Class 20 contains 41669 members 
Mstep: Class 21 contains 29754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87993176.000000 Penalty: 67431.250000
Iteration 3F: 21 clusters Score -8.799318e+07 nChanged 145585
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 4 contains 62196 members 
Mstep: Class 5 contains 35552 members 
Mstep: Class 6 contains 6014 members 
Mstep: Class 7 contains 22094 members 
Mstep: Class 8 contains 31028 members 
Mstep: Class 9 contains 16243 members 
Mstep: Class 10 contains 24292 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 68868 members 
Mstep: Class 13 contains 138554 members 
Mstep: Class 14 contains 38439 members 
Mstep: Class 15 contains 10915 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 68304 members 
Mstep: Class 18 contains 38296 members 
Mstep: Class 19 contains 95423 members 
Mstep: Class 20 contains 35985 members 
Mstep: Class 21 contains 28876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110744.000000 Penalty: 67431.250000
Iteration 4F: 21 clusters Score -8.811074e+07 nChanged 120760
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 3 contains 25916 members 
Mstep: Class 4 contains 62785 members 
Mstep: Class 5 contains 30400 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 24053 members 
Mstep: Class 8 contains 25415 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 10 contains 21230 members 
Mstep: Class 11 contains 9879 members 
Mstep: Class 12 contains 84260 members 
Mstep: Class 13 contains 163235 members 
Mstep: Class 14 contains 31890 members 
Mstep: Class 15 contains 7945 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 66124 members 
Mstep: Class 18 contains 35807 members 
Mstep: Class 19 contains 104784 members 
Mstep: Class 20 contains 29592 members 
Mstep: Class 21 contains 28788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2644.192627 but Gain 3371.562500
Score: -88198200.000000 Penalty: 64059.687500
Iteration 5F: 20 clusters Score -8.81982e+07 nChanged 106311
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 3 contains 24391 members 
Mstep: Class 4 contains 62244 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 7 contains 25874 members 
Mstep: Class 8 contains 19177 members 
Mstep: Class 9 contains 9689 members 
Mstep: Class 10 contains 18718 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 99943 members 
Mstep: Class 13 contains 190258 members 
Mstep: Class 14 contains 25959 members 
Mstep: Class 15 contains 5969 members 
Mstep: Class 16 contains 2463 members 
Mstep: Class 17 contains 61918 members 
Mstep: Class 18 contains 32471 members 
Mstep: Class 19 contains 111491 members 
Mstep: Class 20 contains 23235 members 
Mstep: Class 21 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3326.813477 but Gain 3371.562500
Score: -88268848.000000 Penalty: 60688.125000
Iteration 6F: 19 clusters Score -8.826885e+07 nChanged 92253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 3 contains 22766 members 
Mstep: Class 4 contains 60786 members 
Mstep: Class 5 contains 22944 members 
Mstep: Class 7 contains 27123 members 
Mstep: Class 8 contains 13345 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 16697 members 
Mstep: Class 12 contains 113538 members 
Mstep: Class 13 contains 218728 members 
Mstep: Class 14 contains 21203 members 
Mstep: Class 15 contains 4848 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 56288 members 
Mstep: Class 18 contains 29250 members 
Mstep: Class 19 contains 114701 members 
Mstep: Class 20 contains 17901 members 
Mstep: Class 21 contains 30575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88326600.000000 Penalty: 60688.125000
Iteration 7F: 19 clusters Score -8.83266e+07 nChanged 73944
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 3 contains 22028 members 
Mstep: Class 4 contains 58838 members 
Mstep: Class 5 contains 20912 members 
Mstep: Class 7 contains 27857 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 12 contains 122809 members 
Mstep: Class 13 contains 244137 members 
Mstep: Class 14 contains 17898 members 
Mstep: Class 15 contains 4189 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 50172 members 
Mstep: Class 18 contains 26156 members 
Mstep: Class 19 contains 112335 members 
Mstep: Class 20 contains 14107 members 
Mstep: Class 21 contains 31170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88354792.000000 Penalty: 60688.125000
Iteration 8F: 19 clusters Score -8.835479e+07 nChanged 63858
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 3 contains 21997 members 
Mstep: Class 4 contains 57022 members 
Mstep: Class 5 contains 19775 members 
Mstep: Class 7 contains 28493 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 13605 members 
Mstep: Class 12 contains 130754 members 
Mstep: Class 13 contains 259619 members 
Mstep: Class 14 contains 16112 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 45987 members 
Mstep: Class 18 contains 24148 members 
Mstep: Class 19 contains 109169 members 
Mstep: Class 20 contains 11934 members 
Mstep: Class 21 contains 31538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88370040.000000 Penalty: 60688.125000
Iteration 9F: 19 clusters Score -8.837004e+07 nChanged 53673
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 3 contains 22387 members 
Mstep: Class 4 contains 55621 members 
Mstep: Class 5 contains 19248 members 
Mstep: Class 7 contains 29104 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 12592 members 
Mstep: Class 12 contains 139072 members 
Mstep: Class 13 contains 264536 members 
Mstep: Class 14 contains 15413 members 
Mstep: Class 15 contains 3570 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 43821 members 
Mstep: Class 18 contains 22667 members 
Mstep: Class 19 contains 107095 members 
Mstep: Class 20 contains 10802 members 
Mstep: Class 21 contains 31957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3342.838623 but Gain 3371.562500
Score: -88385464.000000 Penalty: 57316.562500
Iteration 10F: 18 clusters Score -8.838546e+07 nChanged 48366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 3 contains 23069 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 19030 members 
Mstep: Class 7 contains 29262 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 12 contains 147926 members 
Mstep: Class 13 contains 263915 members 
Mstep: Class 14 contains 15517 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 43429 members 
Mstep: Class 18 contains 21465 members 
Mstep: Class 19 contains 106875 members 
Mstep: Class 20 contains 10128 members 
Mstep: Class 21 contains 32449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88404024.000000 Penalty: 57316.562500
Iteration 11F: 18 clusters Score -8.840402e+07 nChanged 40773
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 3 contains 24046 members 
Mstep: Class 4 contains 53997 members 
Mstep: Class 5 contains 18982 members 
Mstep: Class 7 contains 28950 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 12 contains 156579 members 
Mstep: Class 13 contains 258536 members 
Mstep: Class 14 contains 16074 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 2494 members 
Mstep: Class 17 contains 43444 members 
Mstep: Class 18 contains 20145 members 
Mstep: Class 19 contains 107539 members 
Mstep: Class 20 contains 9419 members 
Mstep: Class 21 contains 33009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3264.811523 but Gain 3371.562500
Score: -88420400.000000 Penalty: 53945.000000
Iteration 12F: 17 clusters Score -8.84204e+07 nChanged 39244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 3 contains 25168 members 
Mstep: Class 4 contains 52985 members 
Mstep: Class 5 contains 19152 members 
Mstep: Class 7 contains 28265 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 10 contains 10796 members 
Mstep: Class 12 contains 165324 members 
Mstep: Class 13 contains 252036 members 
Mstep: Class 14 contains 16884 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 44596 members 
Mstep: Class 18 contains 18761 members 
Mstep: Class 19 contains 109817 members 
Mstep: Class 20 contains 9121 members 
Mstep: Class 21 contains 33445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3157.655273 but Gain 3371.562500
Score: -88438064.000000 Penalty: 50573.437500
Iteration 13Q: 16 clusters Score -8.843806e+07 nChanged 35889
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 3 contains 26432 members 
Mstep: Class 4 contains 52178 members 
Mstep: Class 5 contains 19298 members 
Mstep: Class 7 contains 27114 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 12 contains 174015 members 
Mstep: Class 13 contains 245681 members 
Mstep: Class 14 contains 17958 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 45166 members 
Mstep: Class 18 contains 17523 members 
Mstep: Class 19 contains 112290 members 
Mstep: Class 20 contains 8371 members 
Mstep: Class 21 contains 33692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88453200.000000 Penalty: 50573.437500
Iteration 14Q: 16 clusters Score -8.84532e+07 nChanged 30431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 3 contains 27697 members 
Mstep: Class 4 contains 50943 members 
Mstep: Class 5 contains 19505 members 
Mstep: Class 7 contains 25735 members 
Mstep: Class 10 contains 10237 members 
Mstep: Class 12 contains 182335 members 
Mstep: Class 13 contains 238339 members 
Mstep: Class 14 contains 19158 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 45118 members 
Mstep: Class 18 contains 16229 members 
Mstep: Class 19 contains 114553 members 
Mstep: Class 20 contains 7637 members 
Mstep: Class 21 contains 33697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88464648.000000 Penalty: 50573.437500
Iteration 15Q: 16 clusters Score -8.846465e+07 nChanged 27896
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 49683 members 
Mstep: Class 5 contains 19709 members 
Mstep: Class 7 contains 24243 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 12 contains 190277 members 
Mstep: Class 13 contains 231691 members 
Mstep: Class 14 contains 20417 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 44760 members 
Mstep: Class 18 contains 14906 members 
Mstep: Class 19 contains 116795 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 33490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88474608.000000 Penalty: 50573.437500
Iteration 16Q: 16 clusters Score -8.847461e+07 nChanged 25508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 48321 members 
Mstep: Class 5 contains 19859 members 
Mstep: Class 7 contains 22724 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 12 contains 197984 members 
Mstep: Class 13 contains 225906 members 
Mstep: Class 14 contains 21663 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 43945 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 119053 members 
Mstep: Class 20 contains 6291 members 
Mstep: Class 21 contains 33195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88483824.000000 Penalty: 50573.437500
Iteration 17Q: 16 clusters Score -8.848382e+07 nChanged 23762
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 3 contains 31586 members 
Mstep: Class 4 contains 46856 members 
Mstep: Class 5 contains 19979 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 10 contains 10151 members 
Mstep: Class 12 contains 205410 members 
Mstep: Class 13 contains 220917 members 
Mstep: Class 14 contains 22894 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 42895 members 
Mstep: Class 18 contains 12390 members 
Mstep: Class 19 contains 121060 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 32824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88491240.000000 Penalty: 50573.437500
Iteration 18Q: 16 clusters Score -8.849124e+07 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 45295 members 
Mstep: Class 5 contains 20083 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 10 contains 10280 members 
Mstep: Class 12 contains 212344 members 
Mstep: Class 13 contains 216717 members 
Mstep: Class 14 contains 24095 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 41734 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 122754 members 
Mstep: Class 20 contains 5238 members 
Mstep: Class 21 contains 32357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88496344.000000 Penalty: 50573.437500
Iteration 19Q: 16 clusters Score -8.849634e+07 nChanged 21022
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 3 contains 33856 members 
Mstep: Class 4 contains 43670 members 
Mstep: Class 5 contains 20189 members 
Mstep: Class 7 contains 18205 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 12 contains 219231 members 
Mstep: Class 13 contains 212175 members 
Mstep: Class 14 contains 25214 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 40679 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 124465 members 
Mstep: Class 20 contains 4819 members 
Mstep: Class 21 contains 31882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88501568.000000 Penalty: 50573.437500
Iteration 20F: 16 clusters Score -8.850157e+07 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 3 contains 34898 members 
Mstep: Class 4 contains 42007 members 
Mstep: Class 5 contains 20334 members 
Mstep: Class 7 contains 16899 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 12 contains 226237 members 
Mstep: Class 13 contains 207066 members 
Mstep: Class 14 contains 26272 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 39765 members 
Mstep: Class 18 contains 9549 members 
Mstep: Class 19 contains 126148 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 31327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88505520.000000 Penalty: 50573.437500
Iteration 21Q: 16 clusters Score -8.850552e+07 nChanged 20718
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 3 contains 35974 members 
Mstep: Class 4 contains 40346 members 
Mstep: Class 5 contains 20496 members 
Mstep: Class 7 contains 15767 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 12 contains 233535 members 
Mstep: Class 13 contains 200529 members 
Mstep: Class 14 contains 27285 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 38971 members 
Mstep: Class 18 contains 8857 members 
Mstep: Class 19 contains 128289 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 30770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88507696.000000 Penalty: 50573.437500
Iteration 22Q: 16 clusters Score -8.85077e+07 nChanged 21528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 3 contains 37014 members 
Mstep: Class 4 contains 38646 members 
Mstep: Class 5 contains 20701 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 10 contains 11636 members 
Mstep: Class 12 contains 240967 members 
Mstep: Class 13 contains 192828 members 
Mstep: Class 14 contains 28268 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 38303 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 131018 members 
Mstep: Class 20 contains 3983 members 
Mstep: Class 21 contains 30282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3066.677734 but Gain 3371.562500
Score: -88510216.000000 Penalty: 47201.875000
Iteration 23Q: 15 clusters Score -8.851022e+07 nChanged 24086
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 38049 members 
Mstep: Class 4 contains 37050 members 
Mstep: Class 5 contains 20915 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 12 contains 249161 members 
Mstep: Class 13 contains 184700 members 
Mstep: Class 14 contains 29239 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 37745 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 135015 members 
Mstep: Class 20 contains 3778 members 
Mstep: Class 21 contains 30068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88514440.000000 Penalty: 47201.875000
Iteration 24Q: 15 clusters Score -8.851444e+07 nChanged 21586
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 39085 members 
Mstep: Class 4 contains 35237 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 12 contains 254732 members 
Mstep: Class 13 contains 176370 members 
Mstep: Class 14 contains 30137 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 37116 members 
Mstep: Class 18 contains 7143 members 
Mstep: Class 19 contains 139157 members 
Mstep: Class 20 contains 3562 members 
Mstep: Class 21 contains 29626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88514728.000000 Penalty: 47201.875000
Iteration 25Q: 15 clusters Score -8.851473e+07 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 40016 members 
Mstep: Class 4 contains 33337 members 
Mstep: Class 5 contains 21507 members 
Mstep: Class 7 contains 12872 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 12 contains 258433 members 
Mstep: Class 13 contains 168961 members 
Mstep: Class 14 contains 31009 members 
Mstep: Class 16 contains 2537 members 
Mstep: Class 17 contains 36497 members 
Mstep: Class 18 contains 6707 members 
Mstep: Class 19 contains 143958 members 
Mstep: Class 20 contains 3390 members 
Mstep: Class 21 contains 29161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88513576.000000 Penalty: 47201.875000
Iteration 26Q: 15 clusters Score -8.851358e+07 nChanged 19395
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 40795 members 
Mstep: Class 4 contains 31422 members 
Mstep: Class 5 contains 21812 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 12 contains 260179 members 
Mstep: Class 13 contains 162523 members 
Mstep: Class 14 contains 31865 members 
Mstep: Class 16 contains 2534 members 
Mstep: Class 17 contains 35742 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 149600 members 
Mstep: Class 20 contains 3256 members 
Mstep: Class 21 contains 28712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88514144.000000 Penalty: 47201.875000
Iteration 27Q: 15 clusters Score -8.851414e+07 nChanged 18505
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 41444 members 
Mstep: Class 4 contains 29435 members 
Mstep: Class 5 contains 22100 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 10 contains 15836 members 
Mstep: Class 12 contains 260344 members 
Mstep: Class 13 contains 156720 members 
Mstep: Class 14 contains 32838 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 34967 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 156003 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 28299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88515728.000000 Penalty: 47201.875000
Iteration 28Q: 15 clusters Score -8.851573e+07 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 41902 members 
Mstep: Class 4 contains 27392 members 
Mstep: Class 5 contains 22362 members 
Mstep: Class 7 contains 12244 members 
Mstep: Class 10 contains 17183 members 
Mstep: Class 12 contains 259277 members 
Mstep: Class 13 contains 151429 members 
Mstep: Class 14 contains 33868 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 34090 members 
Mstep: Class 18 contains 5764 members 
Mstep: Class 19 contains 163184 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 27845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88517592.000000 Penalty: 47201.875000
Iteration 29Q: 15 clusters Score -8.851759e+07 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42218 members 
Mstep: Class 4 contains 25360 members 
Mstep: Class 5 contains 22577 members 
Mstep: Class 7 contains 12141 members 
Mstep: Class 10 contains 18699 members 
Mstep: Class 12 contains 257009 members 
Mstep: Class 13 contains 146618 members 
Mstep: Class 14 contains 34854 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 33010 members 
Mstep: Class 18 contains 5566 members 
Mstep: Class 19 contains 171251 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 27337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88519896.000000 Penalty: 47201.875000
Iteration 30Q: 15 clusters Score -8.85199e+07 nChanged 17790
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42401 members 
Mstep: Class 4 contains 23195 members 
Mstep: Class 5 contains 22759 members 
Mstep: Class 7 contains 12056 members 
Mstep: Class 10 contains 20367 members 
Mstep: Class 12 contains 254062 members 
Mstep: Class 13 contains 142050 members 
Mstep: Class 14 contains 35892 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 31822 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 179857 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 26844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88523352.000000 Penalty: 47201.875000
Iteration 31Q: 15 clusters Score -8.852335e+07 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42482 members 
Mstep: Class 4 contains 21083 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 7 contains 11928 members 
Mstep: Class 10 contains 22156 members 
Mstep: Class 12 contains 250672 members 
Mstep: Class 13 contains 137250 members 
Mstep: Class 14 contains 37008 members 
Mstep: Class 16 contains 2507 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 189198 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 26289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88526240.000000 Penalty: 47201.875000
Iteration 32Q: 15 clusters Score -8.852624e+07 nChanged 18592
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42513 members 
Mstep: Class 4 contains 18949 members 
Mstep: Class 5 contains 23098 members 
Mstep: Class 7 contains 11779 members 
Mstep: Class 10 contains 24016 members 
Mstep: Class 12 contains 246852 members 
Mstep: Class 13 contains 132114 members 
Mstep: Class 14 contains 38209 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 29030 members 
Mstep: Class 18 contains 5072 members 
Mstep: Class 19 contains 199488 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 25675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88529888.000000 Penalty: 47201.875000
Iteration 33Q: 15 clusters Score -8.852989e+07 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42520 members 
Mstep: Class 4 contains 17001 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 10 contains 25804 members 
Mstep: Class 12 contains 242582 members 
Mstep: Class 13 contains 126767 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 27277 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 210715 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 24945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88534624.000000 Penalty: 47201.875000
Iteration 34Q: 15 clusters Score -8.853462e+07 nChanged 19604
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42519 members 
Mstep: Class 4 contains 15196 members 
Mstep: Class 5 contains 23377 members 
Mstep: Class 7 contains 11554 members 
Mstep: Class 10 contains 27539 members 
Mstep: Class 12 contains 238071 members 
Mstep: Class 13 contains 121200 members 
Mstep: Class 14 contains 40613 members 
Mstep: Class 16 contains 2490 members 
Mstep: Class 17 contains 25482 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 19 contains 222333 members 
Mstep: Class 20 contains 2841 members 
Mstep: Class 21 contains 24152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88538824.000000 Penalty: 47201.875000
Iteration 35Q: 15 clusters Score -8.853882e+07 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42544 members 
Mstep: Class 4 contains 13633 members 
Mstep: Class 5 contains 23492 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 10 contains 29120 members 
Mstep: Class 12 contains 233244 members 
Mstep: Class 13 contains 115248 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 23506 members 
Mstep: Class 18 contains 4564 members 
Mstep: Class 19 contains 234810 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 23261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88538256.000000 Penalty: 47201.875000
Iteration 36Q: 15 clusters Score -8.853826e+07 nChanged 26042
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42550 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 23693 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 10 contains 30549 members 
Mstep: Class 12 contains 227173 members 
Mstep: Class 13 contains 107596 members 
Mstep: Class 14 contains 43248 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 21263 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 249988 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 22412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88533512.000000 Penalty: 47201.875000
Iteration 37Q: 15 clusters Score -8.853351e+07 nChanged 29876
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42633 members 
Mstep: Class 4 contains 11704 members 
Mstep: Class 5 contains 23977 members 
Mstep: Class 7 contains 11262 members 
Mstep: Class 10 contains 31777 members 
Mstep: Class 12 contains 221744 members 
Mstep: Class 13 contains 99806 members 
Mstep: Class 14 contains 44631 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 19126 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 263769 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 21857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88528184.000000 Penalty: 47201.875000
Iteration 38Q: 15 clusters Score -8.852818e+07 nChanged 28572
Entering ConstructFrom: 
Score: -88528184.000000 Penalty: 47201.875000
Entering ConstructFrom: 
Trying to split cluster 3 (42749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Entering Unmasked Estep 
Score: -4669140.500000 Penalty: 2644.449219
	Iteration 0F: 2 clusters Score -4669140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4640193.500000 Penalty: 5288.898438
	Iteration 0F: 3 clusters Score -4640194 nChanged 19579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4651502.000000 Penalty: 5288.898438
	Iteration 1F: 3 clusters Score -4651502 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4653644.000000 Penalty: 5288.898438
	Iteration 2F: 3 clusters Score -4653644 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4656529.500000 Penalty: 5288.898438
	Iteration 3F: 3 clusters Score -4656530 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4659745.000000 Penalty: 5288.898438
	Iteration 4F: 3 clusters Score -4659745 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4662765.000000 Penalty: 5288.898438
	Iteration 5F: 3 clusters Score -4662765 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4665087.500000 Penalty: 5288.898438
	Iteration 6F: 3 clusters Score -4665088 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4666480.500000 Penalty: 5288.898438
	Iteration 7F: 3 clusters Score -4666480 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4667159.000000 Penalty: 5288.898438
	Iteration 8Q: 3 clusters Score -4667159 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4667498.500000 Penalty: 5288.898438
	Iteration 9Q: 3 clusters Score -4667498 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4667589.500000 Penalty: 5288.898438
	Iteration 10Q: 3 clusters Score -4667590 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4667650.500000 Penalty: 5288.898438
	Iteration 11Q: 3 clusters Score -4667650 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4667684.500000 Penalty: 5288.898438
	Iteration 12Q: 3 clusters Score -4667684 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4667692.500000 Penalty: 5288.898438
	Iteration 13Q: 3 clusters Score -4667692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4667693.500000 Penalty: 5288.898438
	Iteration 14Q: 3 clusters Score -4667694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4667698.500000 Penalty: 5288.898438
	Iteration 15Q: 3 clusters Score -4667698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4667698.000000 Penalty: 5288.898438
	Iteration 16Q: 3 clusters Score -4667698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4667679.000000 Penalty: 5288.898438
	Iteration 17Q: 3 clusters Score -4667679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4667688.000000 Penalty: 5288.898438
	Iteration 18Q: 3 clusters Score -4667688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4667691.000000 Penalty: 5288.898438
	Iteration 19Q: 3 clusters Score -4667691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4667693.500000 Penalty: 5288.898438
	Iteration 20F: 3 clusters Score -4667694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4667691.500000 Penalty: 5288.898438
	Iteration 21Q: 3 clusters Score -4667692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4667695.000000 Penalty: 5288.898438
	Iteration 22Q: 3 clusters Score -4667695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4667693.000000 Penalty: 5288.898438
	Iteration 23Q: 3 clusters Score -4667693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4667694.000000 Penalty: 5288.898438
	Iteration 24Q: 3 clusters Score -4667694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4667692.500000 Penalty: 5288.898438
	Iteration 25Q: 3 clusters Score -4667692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4667698.000000 Penalty: 5288.898438
	Iteration 26Q: 3 clusters Score -4667698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4667698.000000 Penalty: 5288.898438
	Iteration 27F: 3 clusters Score -4667698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -1194974.125000 Penalty: 2312.048340
	Iteration 0F: 2 clusters Score -1194974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1186632.625000 Penalty: 4624.096680
	Iteration 0F: 3 clusters Score -1186633 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1189389.250000 Penalty: 4624.096680
	Iteration 1F: 3 clusters Score -1189389 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1190232.125000 Penalty: 4624.096680
	Iteration 2F: 3 clusters Score -1190232 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1191158.250000 Penalty: 4624.096680
	Iteration 3F: 3 clusters Score -1191158 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1192348.625000 Penalty: 4624.096680
	Iteration 4F: 3 clusters Score -1192349 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1193545.000000 Penalty: 4624.096680
	Iteration 5F: 3 clusters Score -1193545 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1194341.250000 Penalty: 4624.096680
	Iteration 6F: 3 clusters Score -1194341 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1194715.125000 Penalty: 4624.096680
	Iteration 7F: 3 clusters Score -1194715 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1194893.375000 Penalty: 4624.096680
	Iteration 8Q: 3 clusters Score -1194893 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1194983.125000 Penalty: 4624.096680
	Iteration 9Q: 3 clusters Score -1194983 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1195032.375000 Penalty: 4624.096680
	Iteration 10Q: 3 clusters Score -1195032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1195065.750000 Penalty: 4624.096680
	Iteration 11Q: 3 clusters Score -1195066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1195079.875000 Penalty: 4624.096680
	Iteration 12Q: 3 clusters Score -1195080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1195088.875000 Penalty: 4624.096680
	Iteration 13Q: 3 clusters Score -1195089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1195096.875000 Penalty: 4624.096680
	Iteration 14Q: 3 clusters Score -1195097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1195096.500000 Penalty: 4624.096680
	Iteration 15Q: 3 clusters Score -1195096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1195098.625000 Penalty: 4624.096680
	Iteration 16Q: 3 clusters Score -1195099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1195096.875000 Penalty: 4624.096680
	Iteration 17Q: 3 clusters Score -1195097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1195095.125000 Penalty: 4624.096680
	Iteration 18Q: 3 clusters Score -1195095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1195099.375000 Penalty: 4624.096680
	Iteration 19Q: 3 clusters Score -1195099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1195101.500000 Penalty: 4624.096680
	Iteration 20F: 3 clusters Score -1195102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1195099.625000 Penalty: 4624.096680
	Iteration 21Q: 3 clusters Score -1195100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1195099.375000 Penalty: 4624.096680
	Iteration 22Q: 3 clusters Score -1195099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1195102.875000 Penalty: 4624.096680
	Iteration 23Q: 3 clusters Score -1195103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1195105.000000 Penalty: 4624.096680
	Iteration 24Q: 3 clusters Score -1195105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1195104.875000 Penalty: 4624.096680
	Iteration 25Q: 3 clusters Score -1195105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1195103.875000 Penalty: 4624.096680
	Iteration 26Q: 3 clusters Score -1195104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1195103.875000 Penalty: 4624.096680
	Iteration 27F: 3 clusters Score -1195104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 3 contains 42749 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 24387 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 10 contains 32883 members 
Mstep: Class 12 contains 219803 members 
Mstep: Class 13 contains 93581 members 
Mstep: Class 14 contains 46116 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 270878 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 21682 members 
Entering Unmasked Estep 
Score: -88518688.000000 Penalty: 50573.437500
Splitting cluster 4 changes total score from -88528184.000000 to -88518688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (24387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Entering Unmasked Estep 
Score: -2771010.500000 Penalty: 2505.247803
	Iteration 0F: 2 clusters Score -2771010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2754084.500000 Penalty: 5010.495605
	Iteration 0F: 3 clusters Score -2754084 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2759827.500000 Penalty: 5010.495605
	Iteration 1F: 3 clusters Score -2759828 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2760319.000000 Penalty: 5010.495605
	Iteration 2F: 3 clusters Score -2760319 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2760777.500000 Penalty: 5010.495605
	Iteration 3Q: 3 clusters Score -2760778 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2761283.250000 Penalty: 5010.495605
	Iteration 4Q: 3 clusters Score -2761283 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2761798.000000 Penalty: 5010.495605
	Iteration 5Q: 3 clusters Score -2761798 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2762272.000000 Penalty: 5010.495605
	Iteration 6Q: 3 clusters Score -2762272 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2762747.250000 Penalty: 5010.495605
	Iteration 7Q: 3 clusters Score -2762747 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2763245.500000 Penalty: 5010.495605
	Iteration 8Q: 3 clusters Score -2763246 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2763711.250000 Penalty: 5010.495605
	Iteration 9Q: 3 clusters Score -2763711 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2764186.750000 Penalty: 5010.495605
	Iteration 10Q: 3 clusters Score -2764187 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2764653.750000 Penalty: 5010.495605
	Iteration 11Q: 3 clusters Score -2764654 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2765091.500000 Penalty: 5010.495605
	Iteration 12Q: 3 clusters Score -2765092 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2765443.250000 Penalty: 5010.495605
	Iteration 13Q: 3 clusters Score -2765443 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2765737.500000 Penalty: 5010.495605
	Iteration 14Q: 3 clusters Score -2765738 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2765926.000000 Penalty: 5010.495605
	Iteration 15Q: 3 clusters Score -2765926 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2766132.000000 Penalty: 5010.495605
	Iteration 16Q: 3 clusters Score -2766132 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2766234.500000 Penalty: 5010.495605
	Iteration 17Q: 3 clusters Score -2766234 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2766294.500000 Penalty: 5010.495605
	Iteration 18Q: 3 clusters Score -2766294 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2766374.500000 Penalty: 5010.495605
	Iteration 19Q: 3 clusters Score -2766374 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2766427.750000 Penalty: 5010.495605
	Iteration 20F: 3 clusters Score -2766428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2766486.250000 Penalty: 5010.495605
	Iteration 21Q: 3 clusters Score -2766486 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2766530.000000 Penalty: 5010.495605
	Iteration 22Q: 3 clusters Score -2766530 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2766581.000000 Penalty: 5010.495605
	Iteration 23Q: 3 clusters Score -2766581 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2766628.750000 Penalty: 5010.495605
	Iteration 24Q: 3 clusters Score -2766629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2766677.000000 Penalty: 5010.495605
	Iteration 25Q: 3 clusters Score -2766677 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2766745.250000 Penalty: 5010.495605
	Iteration 26Q: 3 clusters Score -2766745 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2766798.250000 Penalty: 5010.495605
	Iteration 27Q: 3 clusters Score -2766798 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2766868.000000 Penalty: 5010.495605
	Iteration 28Q: 3 clusters Score -2766868 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2766918.000000 Penalty: 5010.495605
	Iteration 29Q: 3 clusters Score -2766918 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2766975.750000 Penalty: 5010.495605
	Iteration 30Q: 3 clusters Score -2766976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2767037.000000 Penalty: 5010.495605
	Iteration 31Q: 3 clusters Score -2767037 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2767113.500000 Penalty: 5010.495605
	Iteration 32Q: 3 clusters Score -2767114 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2767179.250000 Penalty: 5010.495605
	Iteration 33Q: 3 clusters Score -2767179 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2767270.250000 Penalty: 5010.495605
	Iteration 34Q: 3 clusters Score -2767270 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2767341.500000 Penalty: 5010.495605
	Iteration 35Q: 3 clusters Score -2767342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2767414.250000 Penalty: 5010.495605
	Iteration 36Q: 3 clusters Score -2767414 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2767480.750000 Penalty: 5010.495605
	Iteration 37Q: 3 clusters Score -2767481 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2767551.500000 Penalty: 5010.495605
	Iteration 38Q: 3 clusters Score -2767552 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2767622.750000 Penalty: 5010.495605
	Iteration 39Q: 3 clusters Score -2767623 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2767701.500000 Penalty: 5010.495605
	Iteration 40F: 3 clusters Score -2767702 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2767756.500000 Penalty: 5010.495605
	Iteration 41Q: 3 clusters Score -2767756 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2767822.500000 Penalty: 5010.495605
	Iteration 42Q: 3 clusters Score -2767822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2767877.000000 Penalty: 5010.495605
	Iteration 43Q: 3 clusters Score -2767877 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2767939.250000 Penalty: 5010.495605
	Iteration 44Q: 3 clusters Score -2767939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2767998.250000 Penalty: 5010.495605
	Iteration 45Q: 3 clusters Score -2767998 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2768085.000000 Penalty: 5010.495605
	Iteration 46Q: 3 clusters Score -2768085 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2768178.750000 Penalty: 5010.495605
	Iteration 47Q: 3 clusters Score -2768179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2768277.250000 Penalty: 5010.495605
	Iteration 48Q: 3 clusters Score -2768277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2768357.500000 Penalty: 5010.495605
	Iteration 49Q: 3 clusters Score -2768358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2768410.000000 Penalty: 5010.495605
	Iteration 50Q: 3 clusters Score -2768410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2768461.250000 Penalty: 5010.495605
	Iteration 51Q: 3 clusters Score -2768461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2768515.250000 Penalty: 5010.495605
	Iteration 52Q: 3 clusters Score -2768515 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2768562.500000 Penalty: 5010.495605
	Iteration 53Q: 3 clusters Score -2768562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2768591.500000 Penalty: 5010.495605
	Iteration 54Q: 3 clusters Score -2768592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2768624.000000 Penalty: 5010.495605
	Iteration 55Q: 3 clusters Score -2768624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2768650.750000 Penalty: 5010.495605
	Iteration 56Q: 3 clusters Score -2768651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2768673.250000 Penalty: 5010.495605
	Iteration 57Q: 3 clusters Score -2768673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2768702.250000 Penalty: 5010.495605
	Iteration 58Q: 3 clusters Score -2768702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2768730.750000 Penalty: 5010.495605
	Iteration 59Q: 3 clusters Score -2768731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2768744.750000 Penalty: 5010.495605
	Iteration 60F: 3 clusters Score -2768745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2768770.250000 Penalty: 5010.495605
	Iteration 61Q: 3 clusters Score -2768770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2768784.750000 Penalty: 5010.495605
	Iteration 62Q: 3 clusters Score -2768785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2768807.000000 Penalty: 5010.495605
	Iteration 63Q: 3 clusters Score -2768807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2768823.500000 Penalty: 5010.495605
	Iteration 64Q: 3 clusters Score -2768824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2768831.250000 Penalty: 5010.495605
	Iteration 65Q: 3 clusters Score -2768831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2768847.750000 Penalty: 5010.495605
	Iteration 66Q: 3 clusters Score -2768848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2768864.750000 Penalty: 5010.495605
	Iteration 67Q: 3 clusters Score -2768865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2768870.250000 Penalty: 5010.495605
	Iteration 68Q: 3 clusters Score -2768870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2768875.000000 Penalty: 5010.495605
	Iteration 69Q: 3 clusters Score -2768875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2768889.750000 Penalty: 5010.495605
	Iteration 70Q: 3 clusters Score -2768890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2768894.500000 Penalty: 5010.495605
	Iteration 71Q: 3 clusters Score -2768894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2768902.750000 Penalty: 5010.495605
	Iteration 72Q: 3 clusters Score -2768903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2768904.500000 Penalty: 5010.495605
	Iteration 73Q: 3 clusters Score -2768904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2768904.750000 Penalty: 5010.495605
	Iteration 74Q: 3 clusters Score -2768905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2768906.000000 Penalty: 5010.495605
	Iteration 75Q: 3 clusters Score -2768906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2768914.250000 Penalty: 5010.495605
	Iteration 76Q: 3 clusters Score -2768914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2768917.250000 Penalty: 5010.495605
	Iteration 77Q: 3 clusters Score -2768917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2768920.000000 Penalty: 5010.495605
	Iteration 78Q: 3 clusters Score -2768920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2768922.750000 Penalty: 5010.495605
	Iteration 79Q: 3 clusters Score -2768923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2768922.000000 Penalty: 5010.495605
	Iteration 80F: 3 clusters Score -2768922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2768922.750000 Penalty: 5010.495605
	Iteration 81Q: 3 clusters Score -2768923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2768923.750000 Penalty: 5010.495605
	Iteration 82Q: 3 clusters Score -2768924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2768924.250000 Penalty: 5010.495605
	Iteration 83Q: 3 clusters Score -2768924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2768928.500000 Penalty: 5010.495605
	Iteration 84Q: 3 clusters Score -2768928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2768927.250000 Penalty: 5010.495605
	Iteration 85Q: 3 clusters Score -2768927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2768929.500000 Penalty: 5010.495605
	Iteration 86Q: 3 clusters Score -2768930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2768932.000000 Penalty: 5010.495605
	Iteration 87Q: 3 clusters Score -2768932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2768930.750000 Penalty: 5010.495605
	Iteration 88Q: 3 clusters Score -2768931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2768933.750000 Penalty: 5010.495605
	Iteration 89Q: 3 clusters Score -2768934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2768932.250000 Penalty: 5010.495605
	Iteration 90Q: 3 clusters Score -2768932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2768932.250000 Penalty: 5010.495605
	Iteration 91F: 3 clusters Score -2768932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Entering Unmasked Estep 
Score: -1257628.875000 Penalty: 2312.270020
	Iteration 0F: 2 clusters Score -1257629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1249213.125000 Penalty: 4624.540039
	Iteration 0F: 3 clusters Score -1249213 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1251846.250000 Penalty: 4624.540039
	Iteration 1F: 3 clusters Score -1251846 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1252519.250000 Penalty: 4624.540039
	Iteration 2F: 3 clusters Score -1252519 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1253340.250000 Penalty: 4624.540039
	Iteration 3F: 3 clusters Score -1253340 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1254272.250000 Penalty: 4624.540039
	Iteration 4F: 3 clusters Score -1254272 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1255104.625000 Penalty: 4624.540039
	Iteration 5F: 3 clusters Score -1255105 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1255634.875000 Penalty: 4624.540039
	Iteration 6F: 3 clusters Score -1255635 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1255936.625000 Penalty: 4624.540039
	Iteration 7Q: 3 clusters Score -1255937 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1256096.625000 Penalty: 4624.540039
	Iteration 8Q: 3 clusters Score -1256097 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1256176.000000 Penalty: 4624.540039
	Iteration 9Q: 3 clusters Score -1256176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1256223.500000 Penalty: 4624.540039
	Iteration 10Q: 3 clusters Score -1256224 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1256266.875000 Penalty: 4624.540039
	Iteration 11Q: 3 clusters Score -1256267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1256309.250000 Penalty: 4624.540039
	Iteration 12Q: 3 clusters Score -1256309 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1256347.000000 Penalty: 4624.540039
	Iteration 13Q: 3 clusters Score -1256347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1256379.625000 Penalty: 4624.540039
	Iteration 14Q: 3 clusters Score -1256380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1256400.125000 Penalty: 4624.540039
	Iteration 15Q: 3 clusters Score -1256400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1256426.750000 Penalty: 4624.540039
	Iteration 16Q: 3 clusters Score -1256427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1256450.125000 Penalty: 4624.540039
	Iteration 17Q: 3 clusters Score -1256450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1256472.125000 Penalty: 4624.540039
	Iteration 18Q: 3 clusters Score -1256472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1256487.625000 Penalty: 4624.540039
	Iteration 19Q: 3 clusters Score -1256488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1256514.250000 Penalty: 4624.540039
	Iteration 20F: 3 clusters Score -1256514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1256529.875000 Penalty: 4624.540039
	Iteration 21Q: 3 clusters Score -1256530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1256544.125000 Penalty: 4624.540039
	Iteration 22Q: 3 clusters Score -1256544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1256555.125000 Penalty: 4624.540039
	Iteration 23Q: 3 clusters Score -1256555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1256570.375000 Penalty: 4624.540039
	Iteration 24Q: 3 clusters Score -1256570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1256586.250000 Penalty: 4624.540039
	Iteration 25Q: 3 clusters Score -1256586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1256595.250000 Penalty: 4624.540039
	Iteration 26Q: 3 clusters Score -1256595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1256603.250000 Penalty: 4624.540039
	Iteration 27Q: 3 clusters Score -1256603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1256611.500000 Penalty: 4624.540039
	Iteration 28Q: 3 clusters Score -1256612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1256615.375000 Penalty: 4624.540039
	Iteration 29Q: 3 clusters Score -1256615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1256620.875000 Penalty: 4624.540039
	Iteration 30Q: 3 clusters Score -1256621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1256631.000000 Penalty: 4624.540039
	Iteration 31Q: 3 clusters Score -1256631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1256639.625000 Penalty: 4624.540039
	Iteration 32Q: 3 clusters Score -1256640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1256647.125000 Penalty: 4624.540039
	Iteration 33Q: 3 clusters Score -1256647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1256652.125000 Penalty: 4624.540039
	Iteration 34Q: 3 clusters Score -1256652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1256653.125000 Penalty: 4624.540039
	Iteration 35Q: 3 clusters Score -1256653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1256657.125000 Penalty: 4624.540039
	Iteration 36Q: 3 clusters Score -1256657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1256660.250000 Penalty: 4624.540039
	Iteration 37Q: 3 clusters Score -1256660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1256660.500000 Penalty: 4624.540039
	Iteration 38Q: 3 clusters Score -1256660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1256660.375000 Penalty: 4624.540039
	Iteration 39Q: 3 clusters Score -1256660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1256660.875000 Penalty: 4624.540039
	Iteration 40F: 3 clusters Score -1256661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1256661.375000 Penalty: 4624.540039
	Iteration 41Q: 3 clusters Score -1256661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1256661.625000 Penalty: 4624.540039
	Iteration 42Q: 3 clusters Score -1256662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1256659.625000 Penalty: 4624.540039
	Iteration 43Q: 3 clusters Score -1256660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1256660.375000 Penalty: 4624.540039
	Iteration 44Q: 3 clusters Score -1256660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1256659.625000 Penalty: 4624.540039
	Iteration 45Q: 3 clusters Score -1256660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1256659.250000 Penalty: 4624.540039
	Iteration 46Q: 3 clusters Score -1256659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1256661.375000 Penalty: 4624.540039
	Iteration 47Q: 3 clusters Score -1256661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1256661.375000 Penalty: 4624.540039
	Iteration 48F: 3 clusters Score -1256661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Entering Unmasked Estep 
Score: -3757092.250000 Penalty: 2579.376465
	Iteration 0F: 2 clusters Score -3757092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3734491.000000 Penalty: 5158.752930
	Iteration 0F: 3 clusters Score -3734491 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3742713.500000 Penalty: 5158.752930
	Iteration 1F: 3 clusters Score -3742714 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3743113.750000 Penalty: 5158.752930
	Iteration 2Q: 3 clusters Score -3743114 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3743437.500000 Penalty: 5158.752930
	Iteration 3Q: 3 clusters Score -3743438 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3743723.000000 Penalty: 5158.752930
	Iteration 4Q: 3 clusters Score -3743723 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3743939.500000 Penalty: 5158.752930
	Iteration 5Q: 3 clusters Score -3743940 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3744201.500000 Penalty: 5158.752930
	Iteration 6Q: 3 clusters Score -3744202 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3744421.750000 Penalty: 5158.752930
	Iteration 7Q: 3 clusters Score -3744422 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3744710.750000 Penalty: 5158.752930
	Iteration 8Q: 3 clusters Score -3744711 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3745047.750000 Penalty: 5158.752930
	Iteration 9Q: 3 clusters Score -3745048 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3745470.000000 Penalty: 5158.752930
	Iteration 10Q: 3 clusters Score -3745470 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3746003.500000 Penalty: 5158.752930
	Iteration 11Q: 3 clusters Score -3746004 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3746740.750000 Penalty: 5158.752930
	Iteration 12Q: 3 clusters Score -3746741 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3747652.250000 Penalty: 5158.752930
	Iteration 13Q: 3 clusters Score -3747652 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3748695.000000 Penalty: 5158.752930
	Iteration 14Q: 3 clusters Score -3748695 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3749833.750000 Penalty: 5158.752930
	Iteration 15Q: 3 clusters Score -3749834 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3751066.250000 Penalty: 5158.752930
	Iteration 16Q: 3 clusters Score -3751066 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3752180.250000 Penalty: 5158.752930
	Iteration 17Q: 3 clusters Score -3752180 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3752990.000000 Penalty: 5158.752930
	Iteration 18Q: 3 clusters Score -3752990 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3753537.500000 Penalty: 5158.752930
	Iteration 19Q: 3 clusters Score -3753538 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3753883.000000 Penalty: 5158.752930
	Iteration 20F: 3 clusters Score -3753883 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3754120.500000 Penalty: 5158.752930
	Iteration 21Q: 3 clusters Score -3754120 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3754298.750000 Penalty: 5158.752930
	Iteration 22Q: 3 clusters Score -3754299 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3754424.750000 Penalty: 5158.752930
	Iteration 23Q: 3 clusters Score -3754425 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3754528.500000 Penalty: 5158.752930
	Iteration 24Q: 3 clusters Score -3754528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3754596.500000 Penalty: 5158.752930
	Iteration 25Q: 3 clusters Score -3754596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3754637.250000 Penalty: 5158.752930
	Iteration 26Q: 3 clusters Score -3754637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3754680.250000 Penalty: 5158.752930
	Iteration 27Q: 3 clusters Score -3754680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3754719.250000 Penalty: 5158.752930
	Iteration 28Q: 3 clusters Score -3754719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3754739.000000 Penalty: 5158.752930
	Iteration 29Q: 3 clusters Score -3754739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3754746.500000 Penalty: 5158.752930
	Iteration 30Q: 3 clusters Score -3754746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3754760.000000 Penalty: 5158.752930
	Iteration 31Q: 3 clusters Score -3754760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3754771.500000 Penalty: 5158.752930
	Iteration 32Q: 3 clusters Score -3754772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3754784.250000 Penalty: 5158.752930
	Iteration 33Q: 3 clusters Score -3754784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3754796.000000 Penalty: 5158.752930
	Iteration 34Q: 3 clusters Score -3754796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3754811.250000 Penalty: 5158.752930
	Iteration 35Q: 3 clusters Score -3754811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3754823.250000 Penalty: 5158.752930
	Iteration 36Q: 3 clusters Score -3754823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3754837.000000 Penalty: 5158.752930
	Iteration 37Q: 3 clusters Score -3754837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3754846.750000 Penalty: 5158.752930
	Iteration 38Q: 3 clusters Score -3754847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3754847.500000 Penalty: 5158.752930
	Iteration 39Q: 3 clusters Score -3754848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3754854.000000 Penalty: 5158.752930
	Iteration 40F: 3 clusters Score -3754854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3754859.250000 Penalty: 5158.752930
	Iteration 41Q: 3 clusters Score -3754859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3754859.250000 Penalty: 5158.752930
	Iteration 42Q: 3 clusters Score -3754859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3754861.500000 Penalty: 5158.752930
	Iteration 43Q: 3 clusters Score -3754862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3754861.750000 Penalty: 5158.752930
	Iteration 44Q: 3 clusters Score -3754862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3754863.750000 Penalty: 5158.752930
	Iteration 45Q: 3 clusters Score -3754864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3754870.250000 Penalty: 5158.752930
	Iteration 46Q: 3 clusters Score -3754870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3754868.250000 Penalty: 5158.752930
	Iteration 47Q: 3 clusters Score -3754868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3754869.000000 Penalty: 5158.752930
	Iteration 48Q: 3 clusters Score -3754869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3754866.500000 Penalty: 5158.752930
	Iteration 49Q: 3 clusters Score -3754866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3754871.750000 Penalty: 5158.752930
	Iteration 50Q: 3 clusters Score -3754872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3754870.750000 Penalty: 5158.752930
	Iteration 51Q: 3 clusters Score -3754871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3754870.250000 Penalty: 5158.752930
	Iteration 52Q: 3 clusters Score -3754870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3754873.750000 Penalty: 5158.752930
	Iteration 53Q: 3 clusters Score -3754874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3754877.000000 Penalty: 5158.752930
	Iteration 54Q: 3 clusters Score -3754877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3754877.000000 Penalty: 5158.752930
	Iteration 55F: 3 clusters Score -3754877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (219803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219803 members 
Entering Unmasked Estep 
Score: -24783326.000000 Penalty: 3050.520752
	Iteration 0F: 2 clusters Score -2.478333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 109901 members 
Entering Unmasked Estep 
Score: -24637172.000000 Penalty: 6101.041504
	Iteration 0F: 3 clusters Score -2.463717e+07 nChanged 105774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -24699114.000000 Penalty: 6101.041504
	Iteration 1F: 3 clusters Score -2.469911e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -24699992.000000 Penalty: 6101.041504
	Iteration 2Q: 3 clusters Score -2.469999e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -24700944.000000 Penalty: 6101.041504
	Iteration 3Q: 3 clusters Score -2.470094e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -24702496.000000 Penalty: 6101.041504
	Iteration 4Q: 3 clusters Score -2.47025e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121395 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -24704790.000000 Penalty: 6101.041504
	Iteration 5Q: 3 clusters Score -2.470479e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -24708424.000000 Penalty: 6101.041504
	Iteration 6Q: 3 clusters Score -2.470842e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -24715138.000000 Penalty: 6101.041504
	Iteration 7F: 3 clusters Score -2.471514e+07 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -24725460.000000 Penalty: 6101.041504
	Iteration 8F: 3 clusters Score -2.472546e+07 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161655 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -24739200.000000 Penalty: 6101.041504
	Iteration 9F: 3 clusters Score -2.47392e+07 nChanged 15622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174003 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -24752982.000000 Penalty: 6101.041504
	Iteration 10F: 3 clusters Score -2.475298e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -24765492.000000 Penalty: 6101.041504
	Iteration 11F: 3 clusters Score -2.476549e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186439 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -24773772.000000 Penalty: 6101.041504
	Iteration 12Q: 3 clusters Score -2.477377e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188727 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -24776978.000000 Penalty: 6101.041504
	Iteration 13Q: 3 clusters Score -2.477698e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190589 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -24778476.000000 Penalty: 6101.041504
	Iteration 14Q: 3 clusters Score -2.477848e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192196 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -24779276.000000 Penalty: 6101.041504
	Iteration 15Q: 3 clusters Score -2.477928e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -24779890.000000 Penalty: 6101.041504
	Iteration 16Q: 3 clusters Score -2.477989e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194828 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -24780396.000000 Penalty: 6101.041504
	Iteration 17Q: 3 clusters Score -2.47804e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -24780718.000000 Penalty: 6101.041504
	Iteration 18Q: 3 clusters Score -2.478072e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196969 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -24781034.000000 Penalty: 6101.041504
	Iteration 19Q: 3 clusters Score -2.478103e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197894 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -24781124.000000 Penalty: 6101.041504
	Iteration 20F: 3 clusters Score -2.478112e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198771 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -24781316.000000 Penalty: 6101.041504
	Iteration 21Q: 3 clusters Score -2.478132e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199538 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -24781518.000000 Penalty: 6101.041504
	Iteration 22Q: 3 clusters Score -2.478152e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200232 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -24781668.000000 Penalty: 6101.041504
	Iteration 23Q: 3 clusters Score -2.478167e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200871 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -24781840.000000 Penalty: 6101.041504
	Iteration 24Q: 3 clusters Score -2.478184e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201418 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -24781944.000000 Penalty: 6101.041504
	Iteration 25Q: 3 clusters Score -2.478194e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201930 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -24781970.000000 Penalty: 6101.041504
	Iteration 26Q: 3 clusters Score -2.478197e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -24782028.000000 Penalty: 6101.041504
	Iteration 27Q: 3 clusters Score -2.478203e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202836 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -24781980.000000 Penalty: 6101.041504
	Iteration 28Q: 3 clusters Score -2.478198e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203243 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -24781996.000000 Penalty: 6101.041504
	Iteration 29Q: 3 clusters Score -2.4782e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203650 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -24782082.000000 Penalty: 6101.041504
	Iteration 30Q: 3 clusters Score -2.478208e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204046 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -24782084.000000 Penalty: 6101.041504
	Iteration 31Q: 3 clusters Score -2.478208e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204420 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -24782124.000000 Penalty: 6101.041504
	Iteration 32Q: 3 clusters Score -2.478212e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204758 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -24782134.000000 Penalty: 6101.041504
	Iteration 33Q: 3 clusters Score -2.478213e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205078 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -24782210.000000 Penalty: 6101.041504
	Iteration 34Q: 3 clusters Score -2.478221e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205377 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -24782214.000000 Penalty: 6101.041504
	Iteration 35Q: 3 clusters Score -2.478221e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205648 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -24782218.000000 Penalty: 6101.041504
	Iteration 36Q: 3 clusters Score -2.478222e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205880 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -24782220.000000 Penalty: 6101.041504
	Iteration 37Q: 3 clusters Score -2.478222e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206107 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -24782272.000000 Penalty: 6101.041504
	Iteration 38Q: 3 clusters Score -2.478227e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206323 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -24782232.000000 Penalty: 6101.041504
	Iteration 39Q: 3 clusters Score -2.478223e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206517 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -24782204.000000 Penalty: 6101.041504
	Iteration 40F: 3 clusters Score -2.47822e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206681 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -24782190.000000 Penalty: 6101.041504
	Iteration 41Q: 3 clusters Score -2.478219e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206833 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -24782220.000000 Penalty: 6101.041504
	Iteration 42Q: 3 clusters Score -2.478222e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207004 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -24782220.000000 Penalty: 6101.041504
	Iteration 43Q: 3 clusters Score -2.478222e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207149 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -24782226.000000 Penalty: 6101.041504
	Iteration 44Q: 3 clusters Score -2.478223e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207288 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -24782268.000000 Penalty: 6101.041504
	Iteration 45Q: 3 clusters Score -2.478227e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207431 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -24782238.000000 Penalty: 6101.041504
	Iteration 46Q: 3 clusters Score -2.478224e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207576 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -24782226.000000 Penalty: 6101.041504
	Iteration 47Q: 3 clusters Score -2.478223e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207715 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -24782172.000000 Penalty: 6101.041504
	Iteration 48Q: 3 clusters Score -2.478217e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207833 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -24782204.000000 Penalty: 6101.041504
	Iteration 49Q: 3 clusters Score -2.47822e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207947 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -24782176.000000 Penalty: 6101.041504
	Iteration 50Q: 3 clusters Score -2.478218e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208048 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -24782194.000000 Penalty: 6101.041504
	Iteration 51Q: 3 clusters Score -2.478219e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208146 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -24782190.000000 Penalty: 6101.041504
	Iteration 52Q: 3 clusters Score -2.478219e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208241 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -24782156.000000 Penalty: 6101.041504
	Iteration 53Q: 3 clusters Score -2.478216e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208318 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -24782158.000000 Penalty: 6101.041504
	Iteration 54Q: 3 clusters Score -2.478216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208390 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -24782176.000000 Penalty: 6101.041504
	Iteration 55Q: 3 clusters Score -2.478218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208444 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -24782206.000000 Penalty: 6101.041504
	Iteration 56Q: 3 clusters Score -2.478221e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208502 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -24782162.000000 Penalty: 6101.041504
	Iteration 57Q: 3 clusters Score -2.478216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208545 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -24782158.000000 Penalty: 6101.041504
	Iteration 58Q: 3 clusters Score -2.478216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208574 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -24782172.000000 Penalty: 6101.041504
	Iteration 59Q: 3 clusters Score -2.478217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208603 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -24782150.000000 Penalty: 6101.041504
	Iteration 60F: 3 clusters Score -2.478215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208628 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -24782152.000000 Penalty: 6101.041504
	Iteration 61Q: 3 clusters Score -2.478215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208657 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -24782168.000000 Penalty: 6101.041504
	Iteration 62Q: 3 clusters Score -2.478217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208682 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -24782154.000000 Penalty: 6101.041504
	Iteration 63Q: 3 clusters Score -2.478215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208708 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -24782128.000000 Penalty: 6101.041504
	Iteration 64Q: 3 clusters Score -2.478213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208734 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -24782138.000000 Penalty: 6101.041504
	Iteration 65Q: 3 clusters Score -2.478214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208761 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -24782150.000000 Penalty: 6101.041504
	Iteration 66Q: 3 clusters Score -2.478215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208788 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -24782138.000000 Penalty: 6101.041504
	Iteration 67Q: 3 clusters Score -2.478214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208814 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -24782146.000000 Penalty: 6101.041504
	Iteration 68Q: 3 clusters Score -2.478215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208843 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -24782168.000000 Penalty: 6101.041504
	Iteration 69Q: 3 clusters Score -2.478217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208872 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -24782176.000000 Penalty: 6101.041504
	Iteration 70Q: 3 clusters Score -2.478218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208899 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -24782178.000000 Penalty: 6101.041504
	Iteration 71Q: 3 clusters Score -2.478218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208931 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -24782150.000000 Penalty: 6101.041504
	Iteration 72Q: 3 clusters Score -2.478215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208950 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -24782176.000000 Penalty: 6101.041504
	Iteration 73Q: 3 clusters Score -2.478218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208972 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -24782166.000000 Penalty: 6101.041504
	Iteration 74Q: 3 clusters Score -2.478217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208987 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -24782174.000000 Penalty: 6101.041504
	Iteration 75Q: 3 clusters Score -2.478217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208999 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -24782170.000000 Penalty: 6101.041504
	Iteration 76Q: 3 clusters Score -2.478217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209012 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -24782174.000000 Penalty: 6101.041504
	Iteration 77Q: 3 clusters Score -2.478217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209026 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -24782154.000000 Penalty: 6101.041504
	Iteration 78Q: 3 clusters Score -2.478215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209040 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -24782142.000000 Penalty: 6101.041504
	Iteration 79Q: 3 clusters Score -2.478214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209056 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -24782130.000000 Penalty: 6101.041504
	Iteration 80F: 3 clusters Score -2.478213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209076 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -24782128.000000 Penalty: 6101.041504
	Iteration 81Q: 3 clusters Score -2.478213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209091 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -24782158.000000 Penalty: 6101.041504
	Iteration 82Q: 3 clusters Score -2.478216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209101 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -24782166.000000 Penalty: 6101.041504
	Iteration 83Q: 3 clusters Score -2.478217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209111 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -24782166.000000 Penalty: 6101.041504
	Iteration 84Q: 3 clusters Score -2.478217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209122 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -24782156.000000 Penalty: 6101.041504
	Iteration 85Q: 3 clusters Score -2.478216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209136 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -24782164.000000 Penalty: 6101.041504
	Iteration 86Q: 3 clusters Score -2.478216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209147 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -24782166.000000 Penalty: 6101.041504
	Iteration 87Q: 3 clusters Score -2.478217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209160 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -24782162.000000 Penalty: 6101.041504
	Iteration 88Q: 3 clusters Score -2.478216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209169 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -24782150.000000 Penalty: 6101.041504
	Iteration 89Q: 3 clusters Score -2.478215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209178 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -24782152.000000 Penalty: 6101.041504
	Iteration 90Q: 3 clusters Score -2.478215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209183 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -24782148.000000 Penalty: 6101.041504
	Iteration 91Q: 3 clusters Score -2.478215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209189 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -24782140.000000 Penalty: 6101.041504
	Iteration 92Q: 3 clusters Score -2.478214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209195 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -24782148.000000 Penalty: 6101.041504
	Iteration 93Q: 3 clusters Score -2.478215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209196 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -24782146.000000 Penalty: 6101.041504
	Iteration 94Q: 3 clusters Score -2.478215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209198 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -24782126.000000 Penalty: 6101.041504
	Iteration 95Q: 3 clusters Score -2.478213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209200 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -24782130.000000 Penalty: 6101.041504
	Iteration 96Q: 3 clusters Score -2.478213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209204 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -24782132.000000 Penalty: 6101.041504
	Iteration 97Q: 3 clusters Score -2.478213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209206 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -24782146.000000 Penalty: 6101.041504
	Iteration 98Q: 3 clusters Score -2.478215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209207 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -24782140.000000 Penalty: 6101.041504
	Iteration 99Q: 3 clusters Score -2.478214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209208 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -24782136.000000 Penalty: 6101.041504
	Iteration 100F: 3 clusters Score -2.478214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209209 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -24782142.000000 Penalty: 6101.041504
	Iteration 101Q: 3 clusters Score -2.478214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209210 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -24782150.000000 Penalty: 6101.041504
	Iteration 102Q: 3 clusters Score -2.478215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209211 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -24782152.000000 Penalty: 6101.041504
	Iteration 103Q: 3 clusters Score -2.478215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209211 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -24782152.000000 Penalty: 6101.041504
	Iteration 104F: 3 clusters Score -2.478215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (93581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Entering Unmasked Estep 
Score: -10516217.000000 Penalty: 2838.752441
	Iteration 0F: 2 clusters Score -1.051622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -10453468.000000 Penalty: 5677.504883
	Iteration 0F: 3 clusters Score -1.045347e+07 nChanged 44053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -10478607.000000 Penalty: 5677.504883
	Iteration 1F: 3 clusters Score -1.047861e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -10479748.000000 Penalty: 5677.504883
	Iteration 2Q: 3 clusters Score -1.047975e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -10481244.000000 Penalty: 5677.504883
	Iteration 3Q: 3 clusters Score -1.048124e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -10483141.000000 Penalty: 5677.504883
	Iteration 4Q: 3 clusters Score -1.048314e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -10485756.000000 Penalty: 5677.504883
	Iteration 5F: 3 clusters Score -1.048576e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -10489062.000000 Penalty: 5677.504883
	Iteration 6F: 3 clusters Score -1.048906e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -10492894.000000 Penalty: 5677.504883
	Iteration 7F: 3 clusters Score -1.049289e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -10496483.000000 Penalty: 5677.504883
	Iteration 8F: 3 clusters Score -1.049648e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -10499446.000000 Penalty: 5677.504883
	Iteration 9F: 3 clusters Score -1.049945e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -10501182.000000 Penalty: 5677.504883
	Iteration 10Q: 3 clusters Score -1.050118e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -10502120.000000 Penalty: 5677.504883
	Iteration 11Q: 3 clusters Score -1.050212e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -10502560.000000 Penalty: 5677.504883
	Iteration 12Q: 3 clusters Score -1.050256e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -10502811.000000 Penalty: 5677.504883
	Iteration 13Q: 3 clusters Score -1.050281e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -10503109.000000 Penalty: 5677.504883
	Iteration 14Q: 3 clusters Score -1.050311e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -10503336.000000 Penalty: 5677.504883
	Iteration 15Q: 3 clusters Score -1.050334e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -10503666.000000 Penalty: 5677.504883
	Iteration 16Q: 3 clusters Score -1.050367e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -10503994.000000 Penalty: 5677.504883
	Iteration 17Q: 3 clusters Score -1.050399e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -10504311.000000 Penalty: 5677.504883
	Iteration 18Q: 3 clusters Score -1.050431e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -10504589.000000 Penalty: 5677.504883
	Iteration 19Q: 3 clusters Score -1.050459e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -10504876.000000 Penalty: 5677.504883
	Iteration 20F: 3 clusters Score -1.050488e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -10505158.000000 Penalty: 5677.504883
	Iteration 21Q: 3 clusters Score -1.050516e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -10505443.000000 Penalty: 5677.504883
	Iteration 22Q: 3 clusters Score -1.050544e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -10505717.000000 Penalty: 5677.504883
	Iteration 23Q: 3 clusters Score -1.050572e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -10505875.000000 Penalty: 5677.504883
	Iteration 24Q: 3 clusters Score -1.050588e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -10506130.000000 Penalty: 5677.504883
	Iteration 25Q: 3 clusters Score -1.050613e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -10506341.000000 Penalty: 5677.504883
	Iteration 26Q: 3 clusters Score -1.050634e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -10506592.000000 Penalty: 5677.504883
	Iteration 27Q: 3 clusters Score -1.050659e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -10506764.000000 Penalty: 5677.504883
	Iteration 28Q: 3 clusters Score -1.050676e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -10506956.000000 Penalty: 5677.504883
	Iteration 29Q: 3 clusters Score -1.050696e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -10507146.000000 Penalty: 5677.504883
	Iteration 30Q: 3 clusters Score -1.050715e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -10507367.000000 Penalty: 5677.504883
	Iteration 31Q: 3 clusters Score -1.050737e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -10507637.000000 Penalty: 5677.504883
	Iteration 32Q: 3 clusters Score -1.050764e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -10507909.000000 Penalty: 5677.504883
	Iteration 33Q: 3 clusters Score -1.050791e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -10508169.000000 Penalty: 5677.504883
	Iteration 34Q: 3 clusters Score -1.050817e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -10508522.000000 Penalty: 5677.504883
	Iteration 35Q: 3 clusters Score -1.050852e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -10508893.000000 Penalty: 5677.504883
	Iteration 36Q: 3 clusters Score -1.050889e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -10509303.000000 Penalty: 5677.504883
	Iteration 37Q: 3 clusters Score -1.05093e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -10509670.000000 Penalty: 5677.504883
	Iteration 38Q: 3 clusters Score -1.050967e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -10510049.000000 Penalty: 5677.504883
	Iteration 39Q: 3 clusters Score -1.051005e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -10510491.000000 Penalty: 5677.504883
	Iteration 40F: 3 clusters Score -1.051049e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -10510867.000000 Penalty: 5677.504883
	Iteration 41Q: 3 clusters Score -1.051087e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -10511153.000000 Penalty: 5677.504883
	Iteration 42Q: 3 clusters Score -1.051115e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -10511588.000000 Penalty: 5677.504883
	Iteration 43Q: 3 clusters Score -1.051159e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -10511951.000000 Penalty: 5677.504883
	Iteration 44Q: 3 clusters Score -1.051195e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -10512326.000000 Penalty: 5677.504883
	Iteration 45Q: 3 clusters Score -1.051233e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -10512663.000000 Penalty: 5677.504883
	Iteration 46Q: 3 clusters Score -1.051266e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -10512890.000000 Penalty: 5677.504883
	Iteration 47Q: 3 clusters Score -1.051289e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -10513168.000000 Penalty: 5677.504883
	Iteration 48Q: 3 clusters Score -1.051317e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -10513337.000000 Penalty: 5677.504883
	Iteration 49Q: 3 clusters Score -1.051334e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -10513524.000000 Penalty: 5677.504883
	Iteration 50Q: 3 clusters Score -1.051352e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -10513705.000000 Penalty: 5677.504883
	Iteration 51Q: 3 clusters Score -1.05137e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -10513790.000000 Penalty: 5677.504883
	Iteration 52Q: 3 clusters Score -1.051379e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -10513900.000000 Penalty: 5677.504883
	Iteration 53Q: 3 clusters Score -1.05139e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -10513961.000000 Penalty: 5677.504883
	Iteration 54Q: 3 clusters Score -1.051396e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -10514026.000000 Penalty: 5677.504883
	Iteration 55Q: 3 clusters Score -1.051403e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -10514053.000000 Penalty: 5677.504883
	Iteration 56Q: 3 clusters Score -1.051405e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -10514052.000000 Penalty: 5677.504883
	Iteration 57Q: 3 clusters Score -1.051405e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -10514103.000000 Penalty: 5677.504883
	Iteration 58Q: 3 clusters Score -1.05141e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -10514117.000000 Penalty: 5677.504883
	Iteration 59Q: 3 clusters Score -1.051412e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -10514154.000000 Penalty: 5677.504883
	Iteration 60F: 3 clusters Score -1.051415e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -10514175.000000 Penalty: 5677.504883
	Iteration 61Q: 3 clusters Score -1.051418e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -10514192.000000 Penalty: 5677.504883
	Iteration 62Q: 3 clusters Score -1.051419e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -10514236.000000 Penalty: 5677.504883
	Iteration 63Q: 3 clusters Score -1.051424e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -10514258.000000 Penalty: 5677.504883
	Iteration 64Q: 3 clusters Score -1.051426e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -10514260.000000 Penalty: 5677.504883
	Iteration 65Q: 3 clusters Score -1.051426e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -10514257.000000 Penalty: 5677.504883
	Iteration 66Q: 3 clusters Score -1.051426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -10514279.000000 Penalty: 5677.504883
	Iteration 67Q: 3 clusters Score -1.051428e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -10514290.000000 Penalty: 5677.504883
	Iteration 68Q: 3 clusters Score -1.051429e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -10514310.000000 Penalty: 5677.504883
	Iteration 69Q: 3 clusters Score -1.051431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -10514315.000000 Penalty: 5677.504883
	Iteration 70Q: 3 clusters Score -1.051432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 90887 members 
Entering Unmasked Estep 
Score: -10514318.000000 Penalty: 5677.504883
	Iteration 71Q: 3 clusters Score -1.051432e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -10514313.000000 Penalty: 5677.504883
	Iteration 72Q: 3 clusters Score -1.051431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -10514320.000000 Penalty: 5677.504883
	Iteration 73Q: 3 clusters Score -1.051432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -10514342.000000 Penalty: 5677.504883
	Iteration 74Q: 3 clusters Score -1.051434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -10514354.000000 Penalty: 5677.504883
	Iteration 75Q: 3 clusters Score -1.051435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -10514346.000000 Penalty: 5677.504883
	Iteration 76Q: 3 clusters Score -1.051435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -10514352.000000 Penalty: 5677.504883
	Iteration 77Q: 3 clusters Score -1.051435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -10514361.000000 Penalty: 5677.504883
	Iteration 78Q: 3 clusters Score -1.051436e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -10514373.000000 Penalty: 5677.504883
	Iteration 79Q: 3 clusters Score -1.051437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -10514378.000000 Penalty: 5677.504883
	Iteration 80F: 3 clusters Score -1.051438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -10514377.000000 Penalty: 5677.504883
	Iteration 81Q: 3 clusters Score -1.051438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -10514368.000000 Penalty: 5677.504883
	Iteration 82Q: 3 clusters Score -1.051437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -10514366.000000 Penalty: 5677.504883
	Iteration 83Q: 3 clusters Score -1.051437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -10514363.000000 Penalty: 5677.504883
	Iteration 84Q: 3 clusters Score -1.051436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -10514359.000000 Penalty: 5677.504883
	Iteration 85Q: 3 clusters Score -1.051436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
Score: -10514360.000000 Penalty: 5677.504883
	Iteration 86Q: 3 clusters Score -1.051436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -10514371.000000 Penalty: 5677.504883
	Iteration 87Q: 3 clusters Score -1.051437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -10514380.000000 Penalty: 5677.504883
	Iteration 88Q: 3 clusters Score -1.051438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -10514373.000000 Penalty: 5677.504883
	Iteration 89Q: 3 clusters Score -1.051437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -10514374.000000 Penalty: 5677.504883
	Iteration 90Q: 3 clusters Score -1.051437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -10514374.000000 Penalty: 5677.504883
	Iteration 91Q: 3 clusters Score -1.051437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -10514379.000000 Penalty: 5677.504883
	Iteration 92Q: 3 clusters Score -1.051438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -10514376.000000 Penalty: 5677.504883
	Iteration 93Q: 3 clusters Score -1.051438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -10514384.000000 Penalty: 5677.504883
	Iteration 94Q: 3 clusters Score -1.051438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -10514417.000000 Penalty: 5677.504883
	Iteration 95Q: 3 clusters Score -1.051442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -10514426.000000 Penalty: 5677.504883
	Iteration 96Q: 3 clusters Score -1.051443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -10514433.000000 Penalty: 5677.504883
	Iteration 97Q: 3 clusters Score -1.051443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -10514429.000000 Penalty: 5677.504883
	Iteration 98Q: 3 clusters Score -1.051443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -10514430.000000 Penalty: 5677.504883
	Iteration 99Q: 3 clusters Score -1.051443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -10514425.000000 Penalty: 5677.504883
	Iteration 100F: 3 clusters Score -1.051442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -10514429.000000 Penalty: 5677.504883
	Iteration 101Q: 3 clusters Score -1.051443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -10514431.000000 Penalty: 5677.504883
	Iteration 102Q: 3 clusters Score -1.051443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -10514424.000000 Penalty: 5677.504883
	Iteration 103Q: 3 clusters Score -1.051442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -10514425.000000 Penalty: 5677.504883
	Iteration 104Q: 3 clusters Score -1.051442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -10514426.000000 Penalty: 5677.504883
	Iteration 105Q: 3 clusters Score -1.051443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -10514427.000000 Penalty: 5677.504883
	Iteration 106Q: 3 clusters Score -1.051443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -10514428.000000 Penalty: 5677.504883
	Iteration 107Q: 3 clusters Score -1.051443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -10514432.000000 Penalty: 5677.504883
	Iteration 108Q: 3 clusters Score -1.051443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -10514439.000000 Penalty: 5677.504883
	Iteration 109Q: 3 clusters Score -1.051444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -10514425.000000 Penalty: 5677.504883
	Iteration 110Q: 3 clusters Score -1.051442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -10514427.000000 Penalty: 5677.504883
	Iteration 111Q: 3 clusters Score -1.051443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -10514424.000000 Penalty: 5677.504883
	Iteration 112Q: 3 clusters Score -1.051442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -10514427.000000 Penalty: 5677.504883
	Iteration 113Q: 3 clusters Score -1.051443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -10514428.000000 Penalty: 5677.504883
	Iteration 114Q: 3 clusters Score -1.051443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -10514430.000000 Penalty: 5677.504883
	Iteration 115Q: 3 clusters Score -1.051443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -10514439.000000 Penalty: 5677.504883
	Iteration 116Q: 3 clusters Score -1.051444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -10514439.000000 Penalty: 5677.504883
	Iteration 117F: 3 clusters Score -1.051444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Entering Unmasked Estep 
Score: -5242348.000000 Penalty: 2663.250977
	Iteration 0F: 2 clusters Score -5242348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5211050.000000 Penalty: 5326.501953
	Iteration 0F: 3 clusters Score -5211050 nChanged 21316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5222887.000000 Penalty: 5326.501953
	Iteration 1F: 3 clusters Score -5222887 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -5223285.000000 Penalty: 5326.501953
	Iteration 2Q: 3 clusters Score -5223285 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5223750.000000 Penalty: 5326.501953
	Iteration 3Q: 3 clusters Score -5223750 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5224183.500000 Penalty: 5326.501953
	Iteration 4Q: 3 clusters Score -5224184 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5224791.500000 Penalty: 5326.501953
	Iteration 5Q: 3 clusters Score -5224792 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -5225687.000000 Penalty: 5326.501953
	Iteration 6Q: 3 clusters Score -5225687 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5227028.500000 Penalty: 5326.501953
	Iteration 7F: 3 clusters Score -5227028 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -5229162.000000 Penalty: 5326.501953
	Iteration 8F: 3 clusters Score -5229162 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5231834.500000 Penalty: 5326.501953
	Iteration 9F: 3 clusters Score -5231834 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5234577.000000 Penalty: 5326.501953
	Iteration 10F: 3 clusters Score -5234577 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5236646.000000 Penalty: 5326.501953
	Iteration 11Q: 3 clusters Score -5236646 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -5237941.500000 Penalty: 5326.501953
	Iteration 12Q: 3 clusters Score -5237942 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5238749.000000 Penalty: 5326.501953
	Iteration 13Q: 3 clusters Score -5238749 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5239241.500000 Penalty: 5326.501953
	Iteration 14Q: 3 clusters Score -5239242 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -5239538.000000 Penalty: 5326.501953
	Iteration 15Q: 3 clusters Score -5239538 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -5239699.000000 Penalty: 5326.501953
	Iteration 16Q: 3 clusters Score -5239699 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -5239818.500000 Penalty: 5326.501953
	Iteration 17Q: 3 clusters Score -5239818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -5239884.000000 Penalty: 5326.501953
	Iteration 18Q: 3 clusters Score -5239884 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5239939.500000 Penalty: 5326.501953
	Iteration 19Q: 3 clusters Score -5239940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -5239966.500000 Penalty: 5326.501953
	Iteration 20F: 3 clusters Score -5239966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -5239980.000000 Penalty: 5326.501953
	Iteration 21Q: 3 clusters Score -5239980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5239992.000000 Penalty: 5326.501953
	Iteration 22Q: 3 clusters Score -5239992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -5240003.000000 Penalty: 5326.501953
	Iteration 23Q: 3 clusters Score -5240003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5240013.000000 Penalty: 5326.501953
	Iteration 24Q: 3 clusters Score -5240013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -5240018.000000 Penalty: 5326.501953
	Iteration 25Q: 3 clusters Score -5240018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5240037.000000 Penalty: 5326.501953
	Iteration 26Q: 3 clusters Score -5240037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5240050.000000 Penalty: 5326.501953
	Iteration 27Q: 3 clusters Score -5240050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5240064.500000 Penalty: 5326.501953
	Iteration 28Q: 3 clusters Score -5240064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5240073.500000 Penalty: 5326.501953
	Iteration 29Q: 3 clusters Score -5240074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -5240073.000000 Penalty: 5326.501953
	Iteration 30Q: 3 clusters Score -5240073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -5240084.000000 Penalty: 5326.501953
	Iteration 31Q: 3 clusters Score -5240084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -5240091.000000 Penalty: 5326.501953
	Iteration 32Q: 3 clusters Score -5240091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -5240099.500000 Penalty: 5326.501953
	Iteration 33Q: 3 clusters Score -5240100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5240102.500000 Penalty: 5326.501953
	Iteration 34Q: 3 clusters Score -5240102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -5240095.000000 Penalty: 5326.501953
	Iteration 35Q: 3 clusters Score -5240095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -5240099.500000 Penalty: 5326.501953
	Iteration 36Q: 3 clusters Score -5240100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5240098.500000 Penalty: 5326.501953
	Iteration 37Q: 3 clusters Score -5240098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5240105.000000 Penalty: 5326.501953
	Iteration 38Q: 3 clusters Score -5240105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -5240107.000000 Penalty: 5326.501953
	Iteration 39Q: 3 clusters Score -5240107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5240108.500000 Penalty: 5326.501953
	Iteration 40F: 3 clusters Score -5240108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -5240106.500000 Penalty: 5326.501953
	Iteration 41Q: 3 clusters Score -5240106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -5240113.500000 Penalty: 5326.501953
	Iteration 42Q: 3 clusters Score -5240114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -5240114.000000 Penalty: 5326.501953
	Iteration 43Q: 3 clusters Score -5240114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5240113.000000 Penalty: 5326.501953
	Iteration 44Q: 3 clusters Score -5240113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -5240113.000000 Penalty: 5326.501953
	Iteration 45Q: 3 clusters Score -5240113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5240116.000000 Penalty: 5326.501953
	Iteration 46Q: 3 clusters Score -5240116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5240116.000000 Penalty: 5326.501953
	Iteration 47F: 3 clusters Score -5240116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -241948.359375 Penalty: 1938.571411
	Iteration 0F: 2 clusters Score -241948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -239134.937500 Penalty: 3877.142822
	Iteration 0F: 3 clusters Score -239134.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -241494.312500 Penalty: 3877.142822
	Iteration 1F: 3 clusters Score -241494.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244443.953125 Penalty: 3877.142822
	Iteration 2F: 3 clusters Score -244444 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -245676.375000 Penalty: 3877.142822
	Iteration 3F: 3 clusters Score -245676.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -246278.156250 Penalty: 3877.142822
	Iteration 4F: 3 clusters Score -246278.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -246663.296875 Penalty: 3877.142822
	Iteration 5Q: 3 clusters Score -246663.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -247203.093750 Penalty: 3877.142822
	Iteration 6Q: 3 clusters Score -247203.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -247821.750000 Penalty: 3877.142822
	Iteration 7Q: 3 clusters Score -247821.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -247907.593750 Penalty: 3877.142822
	Iteration 8Q: 3 clusters Score -247907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247917.890625 Penalty: 3877.142822
	Iteration 9Q: 3 clusters Score -247917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -247921.656250 Penalty: 3877.142822
	Iteration 10Q: 3 clusters Score -247921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247923.593750 Penalty: 3877.142822
	Iteration 11Q: 3 clusters Score -247923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247923.593750 Penalty: 3877.142822
	Iteration 12F: 3 clusters Score -247923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 3 contains 42749 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 24387 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 10 contains 32883 members 
Mstep: Class 12 contains 219803 members 
Mstep: Class 13 contains 93581 members 
Mstep: Class 14 contains 46116 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 270878 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 21682 members 
Entering Unmasked Estep 
Score: -88523912.000000 Penalty: 50573.437500
Splitting cluster 16 changes total score from -88528184.000000 to -88523912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (17683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Entering Unmasked Estep 
Score: -2032611.500000 Penalty: 2425.529053
	Iteration 0F: 2 clusters Score -2032612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2020027.125000 Penalty: 4851.058105
	Iteration 0F: 3 clusters Score -2020027 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2024185.750000 Penalty: 4851.058105
	Iteration 1F: 3 clusters Score -2024186 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2024590.000000 Penalty: 4851.058105
	Iteration 2F: 3 clusters Score -2024590 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2024877.375000 Penalty: 4851.058105
	Iteration 3Q: 3 clusters Score -2024877 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2025128.750000 Penalty: 4851.058105
	Iteration 4Q: 3 clusters Score -2025129 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2025339.125000 Penalty: 4851.058105
	Iteration 5Q: 3 clusters Score -2025339 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2025524.500000 Penalty: 4851.058105
	Iteration 6Q: 3 clusters Score -2025524 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2025723.750000 Penalty: 4851.058105
	Iteration 7Q: 3 clusters Score -2025724 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2025990.125000 Penalty: 4851.058105
	Iteration 8Q: 3 clusters Score -2025990 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2026363.750000 Penalty: 4851.058105
	Iteration 9Q: 3 clusters Score -2026364 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2026833.625000 Penalty: 4851.058105
	Iteration 10Q: 3 clusters Score -2026834 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2027460.875000 Penalty: 4851.058105
	Iteration 11F: 3 clusters Score -2027461 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2028175.375000 Penalty: 4851.058105
	Iteration 12F: 3 clusters Score -2028175 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2028882.250000 Penalty: 4851.058105
	Iteration 13Q: 3 clusters Score -2028882 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2029441.500000 Penalty: 4851.058105
	Iteration 14Q: 3 clusters Score -2029442 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2029911.875000 Penalty: 4851.058105
	Iteration 15Q: 3 clusters Score -2029912 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2030216.625000 Penalty: 4851.058105
	Iteration 16Q: 3 clusters Score -2030217 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2030397.875000 Penalty: 4851.058105
	Iteration 17Q: 3 clusters Score -2030398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2030514.750000 Penalty: 4851.058105
	Iteration 18Q: 3 clusters Score -2030515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2030572.500000 Penalty: 4851.058105
	Iteration 19Q: 3 clusters Score -2030572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2030611.375000 Penalty: 4851.058105
	Iteration 20F: 3 clusters Score -2030611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2030642.375000 Penalty: 4851.058105
	Iteration 21Q: 3 clusters Score -2030642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2030672.625000 Penalty: 4851.058105
	Iteration 22Q: 3 clusters Score -2030673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2030700.250000 Penalty: 4851.058105
	Iteration 23Q: 3 clusters Score -2030700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2030723.250000 Penalty: 4851.058105
	Iteration 24Q: 3 clusters Score -2030723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2030732.000000 Penalty: 4851.058105
	Iteration 25Q: 3 clusters Score -2030732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2030744.750000 Penalty: 4851.058105
	Iteration 26Q: 3 clusters Score -2030745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2030752.250000 Penalty: 4851.058105
	Iteration 27Q: 3 clusters Score -2030752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2030760.875000 Penalty: 4851.058105
	Iteration 28Q: 3 clusters Score -2030761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2030770.125000 Penalty: 4851.058105
	Iteration 29Q: 3 clusters Score -2030770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2030776.250000 Penalty: 4851.058105
	Iteration 30Q: 3 clusters Score -2030776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2030782.875000 Penalty: 4851.058105
	Iteration 31Q: 3 clusters Score -2030783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2030788.875000 Penalty: 4851.058105
	Iteration 32Q: 3 clusters Score -2030789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2030795.875000 Penalty: 4851.058105
	Iteration 33Q: 3 clusters Score -2030796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2030801.875000 Penalty: 4851.058105
	Iteration 34Q: 3 clusters Score -2030802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2030809.875000 Penalty: 4851.058105
	Iteration 35Q: 3 clusters Score -2030810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2030817.250000 Penalty: 4851.058105
	Iteration 36Q: 3 clusters Score -2030817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2030825.000000 Penalty: 4851.058105
	Iteration 37Q: 3 clusters Score -2030825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2030830.625000 Penalty: 4851.058105
	Iteration 38Q: 3 clusters Score -2030831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2030833.875000 Penalty: 4851.058105
	Iteration 39Q: 3 clusters Score -2030834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2030837.375000 Penalty: 4851.058105
	Iteration 40F: 3 clusters Score -2030837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2030843.125000 Penalty: 4851.058105
	Iteration 41Q: 3 clusters Score -2030843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2030848.625000 Penalty: 4851.058105
	Iteration 42Q: 3 clusters Score -2030849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2030857.125000 Penalty: 4851.058105
	Iteration 43Q: 3 clusters Score -2030857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2030867.125000 Penalty: 4851.058105
	Iteration 44Q: 3 clusters Score -2030867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2030883.125000 Penalty: 4851.058105
	Iteration 45Q: 3 clusters Score -2030883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2030908.125000 Penalty: 4851.058105
	Iteration 46Q: 3 clusters Score -2030908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2030929.500000 Penalty: 4851.058105
	Iteration 47Q: 3 clusters Score -2030930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2030942.500000 Penalty: 4851.058105
	Iteration 48Q: 3 clusters Score -2030942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2030947.875000 Penalty: 4851.058105
	Iteration 49Q: 3 clusters Score -2030948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2030964.500000 Penalty: 4851.058105
	Iteration 50Q: 3 clusters Score -2030964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2030976.125000 Penalty: 4851.058105
	Iteration 51Q: 3 clusters Score -2030976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2030980.250000 Penalty: 4851.058105
	Iteration 52Q: 3 clusters Score -2030980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2030991.875000 Penalty: 4851.058105
	Iteration 53Q: 3 clusters Score -2030992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2031001.500000 Penalty: 4851.058105
	Iteration 54Q: 3 clusters Score -2031002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2031004.750000 Penalty: 4851.058105
	Iteration 55Q: 3 clusters Score -2031005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2031006.125000 Penalty: 4851.058105
	Iteration 56Q: 3 clusters Score -2031006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2031006.500000 Penalty: 4851.058105
	Iteration 57Q: 3 clusters Score -2031006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2031009.750000 Penalty: 4851.058105
	Iteration 58Q: 3 clusters Score -2031010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2031015.750000 Penalty: 4851.058105
	Iteration 59Q: 3 clusters Score -2031016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2031021.750000 Penalty: 4851.058105
	Iteration 60F: 3 clusters Score -2031022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2031030.500000 Penalty: 4851.058105
	Iteration 61Q: 3 clusters Score -2031030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2031038.250000 Penalty: 4851.058105
	Iteration 62Q: 3 clusters Score -2031038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2031047.625000 Penalty: 4851.058105
	Iteration 63Q: 3 clusters Score -2031048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2031047.875000 Penalty: 4851.058105
	Iteration 64Q: 3 clusters Score -2031048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2031052.750000 Penalty: 4851.058105
	Iteration 65Q: 3 clusters Score -2031053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2031052.750000 Penalty: 4851.058105
	Iteration 66F: 3 clusters Score -2031053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -499474.812500 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -499474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -495442.375000 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -495442.4 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -496385.687500 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -496385.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -496576.375000 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -496576.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -496689.281250 Penalty: 4136.866211
	Iteration 3Q: 3 clusters Score -496689.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -496748.687500 Penalty: 4136.866211
	Iteration 4Q: 3 clusters Score -496748.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -496784.031250 Penalty: 4136.866211
	Iteration 5Q: 3 clusters Score -496784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -496810.312500 Penalty: 4136.866211
	Iteration 6Q: 3 clusters Score -496810.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -496830.125000 Penalty: 4136.866211
	Iteration 7Q: 3 clusters Score -496830.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -496843.906250 Penalty: 4136.866211
	Iteration 8Q: 3 clusters Score -496843.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -496852.843750 Penalty: 4136.866211
	Iteration 9Q: 3 clusters Score -496852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -496859.812500 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -496859.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -496864.437500 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -496864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -496869.718750 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -496869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -496875.000000 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -496875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -496880.562500 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -496880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -496886.687500 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -496886.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496892.062500 Penalty: 4136.866211
	Iteration 16Q: 3 clusters Score -496892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496894.843750 Penalty: 4136.866211
	Iteration 17Q: 3 clusters Score -496894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496898.062500 Penalty: 4136.866211
	Iteration 18Q: 3 clusters Score -496898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -496900.000000 Penalty: 4136.866211
	Iteration 19Q: 3 clusters Score -496900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -496904.968750 Penalty: 4136.866211
	Iteration 20F: 3 clusters Score -496905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -496908.062500 Penalty: 4136.866211
	Iteration 21Q: 3 clusters Score -496908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -496910.281250 Penalty: 4136.866211
	Iteration 22Q: 3 clusters Score -496910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -496912.718750 Penalty: 4136.866211
	Iteration 23Q: 3 clusters Score -496912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496915.562500 Penalty: 4136.866211
	Iteration 24Q: 3 clusters Score -496915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -496919.000000 Penalty: 4136.866211
	Iteration 25Q: 3 clusters Score -496919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -496923.187500 Penalty: 4136.866211
	Iteration 26Q: 3 clusters Score -496923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -496925.218750 Penalty: 4136.866211
	Iteration 27Q: 3 clusters Score -496925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -496924.218750 Penalty: 4136.866211
	Iteration 28Q: 3 clusters Score -496924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -496925.500000 Penalty: 4136.866211
	Iteration 29Q: 3 clusters Score -496925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -496927.125000 Penalty: 4136.866211
	Iteration 30Q: 3 clusters Score -496927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -496926.968750 Penalty: 4136.866211
	Iteration 31Q: 3 clusters Score -496927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -496927.937500 Penalty: 4136.866211
	Iteration 32Q: 3 clusters Score -496927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -496928.093750 Penalty: 4136.866211
	Iteration 33Q: 3 clusters Score -496928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -496928.968750 Penalty: 4136.866211
	Iteration 34Q: 3 clusters Score -496929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -496928.531250 Penalty: 4136.866211
	Iteration 35Q: 3 clusters Score -496928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -496929.531250 Penalty: 4136.866211
	Iteration 36Q: 3 clusters Score -496929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -496930.750000 Penalty: 4136.866211
	Iteration 37Q: 3 clusters Score -496930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -496930.750000 Penalty: 4136.866211
	Iteration 38F: 3 clusters Score -496930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (270878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270878 members 
Entering Unmasked Estep 
Score: -30256380.000000 Penalty: 3102.337158
	Iteration 0F: 2 clusters Score -3.025638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -30112624.000000 Penalty: 6204.674316
	Iteration 0F: 3 clusters Score -3.011262e+07 nChanged 130802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 131316 members 
Entering Unmasked Estep 
Score: -30190766.000000 Penalty: 6204.674316
	Iteration 1F: 3 clusters Score -3.019077e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142337 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -30193042.000000 Penalty: 6204.674316
	Iteration 2Q: 3 clusters Score -3.019304e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146575 members 
Mstep: Class 2 contains 124303 members 
Entering Unmasked Estep 
Score: -30196006.000000 Penalty: 6204.674316
	Iteration 3Q: 3 clusters Score -3.019601e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152881 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -30200050.000000 Penalty: 6204.674316
	Iteration 4Q: 3 clusters Score -3.020005e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161939 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -30205974.000000 Penalty: 6204.674316
	Iteration 5Q: 3 clusters Score -3.020597e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174168 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -30214250.000000 Penalty: 6204.674316
	Iteration 6F: 3 clusters Score -3.021425e+07 nChanged 17712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -30225570.000000 Penalty: 6204.674316
	Iteration 7F: 3 clusters Score -3.022557e+07 nChanged 17456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203052 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -30238356.000000 Penalty: 6204.674316
	Iteration 8F: 3 clusters Score -3.023836e+07 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215017 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -30250232.000000 Penalty: 6204.674316
	Iteration 9F: 3 clusters Score -3.025023e+07 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223553 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -30257592.000000 Penalty: 6204.674316
	Iteration 10Q: 3 clusters Score -3.025759e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228841 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -30260116.000000 Penalty: 6204.674316
	Iteration 11Q: 3 clusters Score -3.026012e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232161 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -30260888.000000 Penalty: 6204.674316
	Iteration 12Q: 3 clusters Score -3.026089e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234579 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -30260994.000000 Penalty: 6204.674316
	Iteration 13Q: 3 clusters Score -3.026099e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236472 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -30261040.000000 Penalty: 6204.674316
	Iteration 14Q: 3 clusters Score -3.026104e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237981 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -30261158.000000 Penalty: 6204.674316
	Iteration 15Q: 3 clusters Score -3.026116e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239313 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -30261182.000000 Penalty: 6204.674316
	Iteration 16Q: 3 clusters Score -3.026118e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240466 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -30261256.000000 Penalty: 6204.674316
	Iteration 17Q: 3 clusters Score -3.026126e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241423 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -30261526.000000 Penalty: 6204.674316
	Iteration 18Q: 3 clusters Score -3.026153e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242161 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -30261610.000000 Penalty: 6204.674316
	Iteration 19Q: 3 clusters Score -3.026161e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242701 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -30261904.000000 Penalty: 6204.674316
	Iteration 20F: 3 clusters Score -3.02619e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243070 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -30262228.000000 Penalty: 6204.674316
	Iteration 21Q: 3 clusters Score -3.026223e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243364 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -30262632.000000 Penalty: 6204.674316
	Iteration 22Q: 3 clusters Score -3.026263e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243631 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -30262928.000000 Penalty: 6204.674316
	Iteration 23Q: 3 clusters Score -3.026293e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243825 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -30262996.000000 Penalty: 6204.674316
	Iteration 24Q: 3 clusters Score -3.0263e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244024 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -30263158.000000 Penalty: 6204.674316
	Iteration 25Q: 3 clusters Score -3.026316e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244195 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -30263362.000000 Penalty: 6204.674316
	Iteration 26Q: 3 clusters Score -3.026336e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244327 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -30263506.000000 Penalty: 6204.674316
	Iteration 27Q: 3 clusters Score -3.026351e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244456 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -30263690.000000 Penalty: 6204.674316
	Iteration 28Q: 3 clusters Score -3.026369e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244581 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -30263784.000000 Penalty: 6204.674316
	Iteration 29Q: 3 clusters Score -3.026378e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244714 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -30263984.000000 Penalty: 6204.674316
	Iteration 30Q: 3 clusters Score -3.026398e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244827 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -30264134.000000 Penalty: 6204.674316
	Iteration 31Q: 3 clusters Score -3.026413e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244928 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -30264266.000000 Penalty: 6204.674316
	Iteration 32Q: 3 clusters Score -3.026427e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245025 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -30264378.000000 Penalty: 6204.674316
	Iteration 33Q: 3 clusters Score -3.026438e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245126 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -30264380.000000 Penalty: 6204.674316
	Iteration 34Q: 3 clusters Score -3.026438e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245223 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -30264472.000000 Penalty: 6204.674316
	Iteration 35Q: 3 clusters Score -3.026447e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245305 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -30264426.000000 Penalty: 6204.674316
	Iteration 36Q: 3 clusters Score -3.026443e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245394 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -30264392.000000 Penalty: 6204.674316
	Iteration 37Q: 3 clusters Score -3.026439e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245508 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -30264396.000000 Penalty: 6204.674316
	Iteration 38Q: 3 clusters Score -3.02644e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245624 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -30264414.000000 Penalty: 6204.674316
	Iteration 39Q: 3 clusters Score -3.026441e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245732 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -30264460.000000 Penalty: 6204.674316
	Iteration 40F: 3 clusters Score -3.026446e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245813 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6204.674316
	Iteration 41Q: 3 clusters Score -3.026454e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245884 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -30264560.000000 Penalty: 6204.674316
	Iteration 42Q: 3 clusters Score -3.026456e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245960 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -30264532.000000 Penalty: 6204.674316
	Iteration 43Q: 3 clusters Score -3.026453e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246004 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -30264516.000000 Penalty: 6204.674316
	Iteration 44Q: 3 clusters Score -3.026452e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246042 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -30264512.000000 Penalty: 6204.674316
	Iteration 45Q: 3 clusters Score -3.026451e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246075 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -30264480.000000 Penalty: 6204.674316
	Iteration 46Q: 3 clusters Score -3.026448e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246113 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -30264462.000000 Penalty: 6204.674316
	Iteration 47Q: 3 clusters Score -3.026446e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246151 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -30264470.000000 Penalty: 6204.674316
	Iteration 48Q: 3 clusters Score -3.026447e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246194 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -30264466.000000 Penalty: 6204.674316
	Iteration 49Q: 3 clusters Score -3.026447e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246252 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -30264400.000000 Penalty: 6204.674316
	Iteration 50Q: 3 clusters Score -3.02644e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246299 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -30264364.000000 Penalty: 6204.674316
	Iteration 51Q: 3 clusters Score -3.026436e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246340 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -30264360.000000 Penalty: 6204.674316
	Iteration 52Q: 3 clusters Score -3.026436e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246392 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -30264376.000000 Penalty: 6204.674316
	Iteration 53Q: 3 clusters Score -3.026438e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246418 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -30264370.000000 Penalty: 6204.674316
	Iteration 54Q: 3 clusters Score -3.026437e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246446 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -30264332.000000 Penalty: 6204.674316
	Iteration 55Q: 3 clusters Score -3.026433e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246481 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -30264370.000000 Penalty: 6204.674316
	Iteration 56Q: 3 clusters Score -3.026437e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246538 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -30264402.000000 Penalty: 6204.674316
	Iteration 57Q: 3 clusters Score -3.02644e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246599 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -30264354.000000 Penalty: 6204.674316
	Iteration 58Q: 3 clusters Score -3.026435e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246632 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -30264338.000000 Penalty: 6204.674316
	Iteration 59Q: 3 clusters Score -3.026434e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246644 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -30264338.000000 Penalty: 6204.674316
	Iteration 60F: 3 clusters Score -3.026434e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246657 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -30264306.000000 Penalty: 6204.674316
	Iteration 61Q: 3 clusters Score -3.026431e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246667 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -30264350.000000 Penalty: 6204.674316
	Iteration 62Q: 3 clusters Score -3.026435e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246682 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -30264328.000000 Penalty: 6204.674316
	Iteration 63Q: 3 clusters Score -3.026433e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246670 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -30264324.000000 Penalty: 6204.674316
	Iteration 64Q: 3 clusters Score -3.026432e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246661 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -30264342.000000 Penalty: 6204.674316
	Iteration 65Q: 3 clusters Score -3.026434e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246649 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -30264386.000000 Penalty: 6204.674316
	Iteration 66Q: 3 clusters Score -3.026439e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246645 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -30264396.000000 Penalty: 6204.674316
	Iteration 67Q: 3 clusters Score -3.02644e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246636 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -30264428.000000 Penalty: 6204.674316
	Iteration 68Q: 3 clusters Score -3.026443e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246647 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -30264414.000000 Penalty: 6204.674316
	Iteration 69Q: 3 clusters Score -3.026441e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246658 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -30264440.000000 Penalty: 6204.674316
	Iteration 70Q: 3 clusters Score -3.026444e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246683 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -30264460.000000 Penalty: 6204.674316
	Iteration 71Q: 3 clusters Score -3.026446e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246716 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -30264450.000000 Penalty: 6204.674316
	Iteration 72Q: 3 clusters Score -3.026445e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246752 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -30264446.000000 Penalty: 6204.674316
	Iteration 73Q: 3 clusters Score -3.026445e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246788 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -30264456.000000 Penalty: 6204.674316
	Iteration 74Q: 3 clusters Score -3.026446e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246829 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -30264418.000000 Penalty: 6204.674316
	Iteration 75Q: 3 clusters Score -3.026442e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246872 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -30264378.000000 Penalty: 6204.674316
	Iteration 76Q: 3 clusters Score -3.026438e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246900 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -30264376.000000 Penalty: 6204.674316
	Iteration 77Q: 3 clusters Score -3.026438e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246906 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -30264362.000000 Penalty: 6204.674316
	Iteration 78Q: 3 clusters Score -3.026436e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246911 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -30264378.000000 Penalty: 6204.674316
	Iteration 79Q: 3 clusters Score -3.026438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246899 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -30264406.000000 Penalty: 6204.674316
	Iteration 80F: 3 clusters Score -3.026441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246891 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -30264388.000000 Penalty: 6204.674316
	Iteration 81Q: 3 clusters Score -3.026439e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246872 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -30264404.000000 Penalty: 6204.674316
	Iteration 82Q: 3 clusters Score -3.02644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246859 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -30264414.000000 Penalty: 6204.674316
	Iteration 83Q: 3 clusters Score -3.026441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246855 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -30264418.000000 Penalty: 6204.674316
	Iteration 84Q: 3 clusters Score -3.026442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246859 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -30264442.000000 Penalty: 6204.674316
	Iteration 85Q: 3 clusters Score -3.026444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246858 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -30264448.000000 Penalty: 6204.674316
	Iteration 86Q: 3 clusters Score -3.026445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246861 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -30264424.000000 Penalty: 6204.674316
	Iteration 87Q: 3 clusters Score -3.026442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246847 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -30264448.000000 Penalty: 6204.674316
	Iteration 88Q: 3 clusters Score -3.026445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246832 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -30264460.000000 Penalty: 6204.674316
	Iteration 89Q: 3 clusters Score -3.026446e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246812 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -30264462.000000 Penalty: 6204.674316
	Iteration 90Q: 3 clusters Score -3.026446e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246803 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -30264460.000000 Penalty: 6204.674316
	Iteration 91Q: 3 clusters Score -3.026446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246793 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -30264478.000000 Penalty: 6204.674316
	Iteration 92Q: 3 clusters Score -3.026448e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246787 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -30264514.000000 Penalty: 6204.674316
	Iteration 93Q: 3 clusters Score -3.026451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246777 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -30264470.000000 Penalty: 6204.674316
	Iteration 94Q: 3 clusters Score -3.026447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246768 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -30264470.000000 Penalty: 6204.674316
	Iteration 95Q: 3 clusters Score -3.026447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246766 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -30264490.000000 Penalty: 6204.674316
	Iteration 96Q: 3 clusters Score -3.026449e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246765 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -30264470.000000 Penalty: 6204.674316
	Iteration 97Q: 3 clusters Score -3.026447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246766 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -30264466.000000 Penalty: 6204.674316
	Iteration 98Q: 3 clusters Score -3.026447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246761 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -30264458.000000 Penalty: 6204.674316
	Iteration 99Q: 3 clusters Score -3.026446e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246760 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -30264456.000000 Penalty: 6204.674316
	Iteration 100F: 3 clusters Score -3.026446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246759 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -30264436.000000 Penalty: 6204.674316
	Iteration 101Q: 3 clusters Score -3.026444e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246759 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -30264472.000000 Penalty: 6204.674316
	Iteration 102Q: 3 clusters Score -3.026447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246753 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -30264524.000000 Penalty: 6204.674316
	Iteration 103Q: 3 clusters Score -3.026452e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246759 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6204.674316
	Iteration 104Q: 3 clusters Score -3.026454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246759 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -30264526.000000 Penalty: 6204.674316
	Iteration 105Q: 3 clusters Score -3.026453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246754 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -30264526.000000 Penalty: 6204.674316
	Iteration 106Q: 3 clusters Score -3.026453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246741 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6204.674316
	Iteration 107Q: 3 clusters Score -3.026453e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246737 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -30264552.000000 Penalty: 6204.674316
	Iteration 108Q: 3 clusters Score -3.026455e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246722 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -30264556.000000 Penalty: 6204.674316
	Iteration 109Q: 3 clusters Score -3.026456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246719 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -30264534.000000 Penalty: 6204.674316
	Iteration 110Q: 3 clusters Score -3.026453e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246718 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -30264548.000000 Penalty: 6204.674316
	Iteration 111Q: 3 clusters Score -3.026455e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246715 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -30264520.000000 Penalty: 6204.674316
	Iteration 112Q: 3 clusters Score -3.026452e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246699 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -30264518.000000 Penalty: 6204.674316
	Iteration 113Q: 3 clusters Score -3.026452e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246685 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -30264554.000000 Penalty: 6204.674316
	Iteration 114Q: 3 clusters Score -3.026455e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246677 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -30264554.000000 Penalty: 6204.674316
	Iteration 115Q: 3 clusters Score -3.026455e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246676 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -30264548.000000 Penalty: 6204.674316
	Iteration 116Q: 3 clusters Score -3.026455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246687 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6204.674316
	Iteration 117Q: 3 clusters Score -3.026453e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246684 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -30264538.000000 Penalty: 6204.674316
	Iteration 118Q: 3 clusters Score -3.026454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246690 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6204.674316
	Iteration 119Q: 3 clusters Score -3.026452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246694 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -30264496.000000 Penalty: 6204.674316
	Iteration 120F: 3 clusters Score -3.02645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246696 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -30264486.000000 Penalty: 6204.674316
	Iteration 121Q: 3 clusters Score -3.026449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246699 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -30264482.000000 Penalty: 6204.674316
	Iteration 122Q: 3 clusters Score -3.026448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246702 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -30264482.000000 Penalty: 6204.674316
	Iteration 123Q: 3 clusters Score -3.026448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246707 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -30264500.000000 Penalty: 6204.674316
	Iteration 124Q: 3 clusters Score -3.02645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246710 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -30264488.000000 Penalty: 6204.674316
	Iteration 125Q: 3 clusters Score -3.026449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246720 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -30264506.000000 Penalty: 6204.674316
	Iteration 126Q: 3 clusters Score -3.026451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246722 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -30264516.000000 Penalty: 6204.674316
	Iteration 127Q: 3 clusters Score -3.026452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246725 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -30264512.000000 Penalty: 6204.674316
	Iteration 128Q: 3 clusters Score -3.026451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246729 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -30264498.000000 Penalty: 6204.674316
	Iteration 129Q: 3 clusters Score -3.02645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246733 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -30264524.000000 Penalty: 6204.674316
	Iteration 130Q: 3 clusters Score -3.026452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246735 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -30264516.000000 Penalty: 6204.674316
	Iteration 131Q: 3 clusters Score -3.026452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246738 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -30264500.000000 Penalty: 6204.674316
	Iteration 132Q: 3 clusters Score -3.02645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246740 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -30264550.000000 Penalty: 6204.674316
	Iteration 133Q: 3 clusters Score -3.026455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246738 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6204.674316
	Iteration 134Q: 3 clusters Score -3.026452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246738 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -30264540.000000 Penalty: 6204.674316
	Iteration 135Q: 3 clusters Score -3.026454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246743 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6204.674316
	Iteration 136Q: 3 clusters Score -3.026453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246741 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -30264524.000000 Penalty: 6204.674316
	Iteration 137Q: 3 clusters Score -3.026452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246734 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -30264528.000000 Penalty: 6204.674316
	Iteration 138Q: 3 clusters Score -3.026453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246731 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -30264514.000000 Penalty: 6204.674316
	Iteration 139Q: 3 clusters Score -3.026451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246721 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -30264536.000000 Penalty: 6204.674316
	Iteration 140F: 3 clusters Score -3.026454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246714 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -30264530.000000 Penalty: 6204.674316
	Iteration 141Q: 3 clusters Score -3.026453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246710 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -30264522.000000 Penalty: 6204.674316
	Iteration 142Q: 3 clusters Score -3.026452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246708 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -30264544.000000 Penalty: 6204.674316
	Iteration 143Q: 3 clusters Score -3.026454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246708 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -30264562.000000 Penalty: 6204.674316
	Iteration 144Q: 3 clusters Score -3.026456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246707 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -30264568.000000 Penalty: 6204.674316
	Iteration 145Q: 3 clusters Score -3.026457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246709 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -30264542.000000 Penalty: 6204.674316
	Iteration 146Q: 3 clusters Score -3.026454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246710 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -30264532.000000 Penalty: 6204.674316
	Iteration 147Q: 3 clusters Score -3.026453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246709 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -30264552.000000 Penalty: 6204.674316
	Iteration 148Q: 3 clusters Score -3.026455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246708 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -30264546.000000 Penalty: 6204.674316
	Iteration 149Q: 3 clusters Score -3.026455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246705 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -30264546.000000 Penalty: 6204.674316
	Iteration 150Q: 3 clusters Score -3.026455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246704 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -30264540.000000 Penalty: 6204.674316
	Iteration 151Q: 3 clusters Score -3.026454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246703 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -30264558.000000 Penalty: 6204.674316
	Iteration 152Q: 3 clusters Score -3.026456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246700 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -30264556.000000 Penalty: 6204.674316
	Iteration 153Q: 3 clusters Score -3.026456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246699 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -30264566.000000 Penalty: 6204.674316
	Iteration 154Q: 3 clusters Score -3.026457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246696 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -30264562.000000 Penalty: 6204.674316
	Iteration 155Q: 3 clusters Score -3.026456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246696 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -30264550.000000 Penalty: 6204.674316
	Iteration 156Q: 3 clusters Score -3.026455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246698 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -30264550.000000 Penalty: 6204.674316
	Iteration 157Q: 3 clusters Score -3.026455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246699 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -30264560.000000 Penalty: 6204.674316
	Iteration 158Q: 3 clusters Score -3.026456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246701 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -30264564.000000 Penalty: 6204.674316
	Iteration 159Q: 3 clusters Score -3.026456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246702 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -30264576.000000 Penalty: 6204.674316
	Iteration 160F: 3 clusters Score -3.026458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246701 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -30264570.000000 Penalty: 6204.674316
	Iteration 161Q: 3 clusters Score -3.026457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246702 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -30264576.000000 Penalty: 6204.674316
	Iteration 162Q: 3 clusters Score -3.026458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246702 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -30264576.000000 Penalty: 6204.674316
	Iteration 163F: 3 clusters Score -3.026458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 3 contains 42749 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 24387 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 10 contains 32883 members 
Mstep: Class 12 contains 219803 members 
Mstep: Class 13 contains 93581 members 
Mstep: Class 14 contains 46116 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 246702 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 21682 members 
Entering Unmasked Estep 
Score: -88527632.000000 Penalty: 50573.437500
Splitting cluster 19 changes total score from -88528184.000000 to -88527632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -387013.531250 Penalty: 2007.784058
	Iteration 0F: 2 clusters Score -387013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -383561.500000 Penalty: 4015.568115
	Iteration 0F: 3 clusters Score -383561.5 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -384233.156250 Penalty: 4015.568115
	Iteration 1F: 3 clusters Score -384233.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -384355.125000 Penalty: 4015.568115
	Iteration 2F: 3 clusters Score -384355.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -384423.562500 Penalty: 4015.568115
	Iteration 3Q: 3 clusters Score -384423.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -384468.875000 Penalty: 4015.568115
	Iteration 4Q: 3 clusters Score -384468.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -384497.000000 Penalty: 4015.568115
	Iteration 5Q: 3 clusters Score -384497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -384526.812500 Penalty: 4015.568115
	Iteration 6Q: 3 clusters Score -384526.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -384552.250000 Penalty: 4015.568115
	Iteration 7Q: 3 clusters Score -384552.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -384573.625000 Penalty: 4015.568115
	Iteration 8Q: 3 clusters Score -384573.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -384590.156250 Penalty: 4015.568115
	Iteration 9Q: 3 clusters Score -384590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -384602.406250 Penalty: 4015.568115
	Iteration 10Q: 3 clusters Score -384602.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -384618.687500 Penalty: 4015.568115
	Iteration 11Q: 3 clusters Score -384618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -384630.687500 Penalty: 4015.568115
	Iteration 12Q: 3 clusters Score -384630.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -384640.812500 Penalty: 4015.568115
	Iteration 13Q: 3 clusters Score -384640.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -384650.187500 Penalty: 4015.568115
	Iteration 14Q: 3 clusters Score -384650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -384658.937500 Penalty: 4015.568115
	Iteration 15Q: 3 clusters Score -384658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -384664.531250 Penalty: 4015.568115
	Iteration 16Q: 3 clusters Score -384664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -384668.343750 Penalty: 4015.568115
	Iteration 17Q: 3 clusters Score -384668.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -384671.000000 Penalty: 4015.568115
	Iteration 18Q: 3 clusters Score -384671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -384672.468750 Penalty: 4015.568115
	Iteration 19Q: 3 clusters Score -384672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -384674.250000 Penalty: 4015.568115
	Iteration 20F: 3 clusters Score -384674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -384677.687500 Penalty: 4015.568115
	Iteration 21Q: 3 clusters Score -384677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -384679.625000 Penalty: 4015.568115
	Iteration 22Q: 3 clusters Score -384679.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -384683.875000 Penalty: 4015.568115
	Iteration 23Q: 3 clusters Score -384683.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -384687.562500 Penalty: 4015.568115
	Iteration 24Q: 3 clusters Score -384687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -384694.968750 Penalty: 4015.568115
	Iteration 25Q: 3 clusters Score -384695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -384697.968750 Penalty: 4015.568115
	Iteration 26Q: 3 clusters Score -384698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -384700.562500 Penalty: 4015.568115
	Iteration 27Q: 3 clusters Score -384700.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -384705.093750 Penalty: 4015.568115
	Iteration 28Q: 3 clusters Score -384705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -384711.062500 Penalty: 4015.568115
	Iteration 29Q: 3 clusters Score -384711.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -384717.625000 Penalty: 4015.568115
	Iteration 30Q: 3 clusters Score -384717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -384722.906250 Penalty: 4015.568115
	Iteration 31Q: 3 clusters Score -384722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -384728.937500 Penalty: 4015.568115
	Iteration 32Q: 3 clusters Score -384728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -384734.906250 Penalty: 4015.568115
	Iteration 33Q: 3 clusters Score -384734.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -384738.718750 Penalty: 4015.568115
	Iteration 34Q: 3 clusters Score -384738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -384743.750000 Penalty: 4015.568115
	Iteration 35Q: 3 clusters Score -384743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -384748.906250 Penalty: 4015.568115
	Iteration 36Q: 3 clusters Score -384748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -384752.062500 Penalty: 4015.568115
	Iteration 37Q: 3 clusters Score -384752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -384753.406250 Penalty: 4015.568115
	Iteration 38Q: 3 clusters Score -384753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -384755.156250 Penalty: 4015.568115
	Iteration 39Q: 3 clusters Score -384755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -384756.531250 Penalty: 4015.568115
	Iteration 40F: 3 clusters Score -384756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -384757.406250 Penalty: 4015.568115
	Iteration 41Q: 3 clusters Score -384757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -384757.937500 Penalty: 4015.568115
	Iteration 42Q: 3 clusters Score -384757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -384758.656250 Penalty: 4015.568115
	Iteration 43Q: 3 clusters Score -384758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -384758.656250 Penalty: 4015.568115
	Iteration 44F: 3 clusters Score -384758.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Entering Unmasked Estep 
Score: -2453634.250000 Penalty: 2476.090820
	Iteration 0F: 2 clusters Score -2453634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2438451.500000 Penalty: 4952.181641
	Iteration 0F: 3 clusters Score -2438452 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2444243.500000 Penalty: 4952.181641
	Iteration 1F: 3 clusters Score -2444244 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2445440.000000 Penalty: 4952.181641
	Iteration 2F: 3 clusters Score -2445440 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2446766.500000 Penalty: 4952.181641
	Iteration 3F: 3 clusters Score -2446766 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2448040.000000 Penalty: 4952.181641
	Iteration 4F: 3 clusters Score -2448040 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2449192.000000 Penalty: 4952.181641
	Iteration 5F: 3 clusters Score -2449192 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2450089.250000 Penalty: 4952.181641
	Iteration 6F: 3 clusters Score -2450089 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2450740.000000 Penalty: 4952.181641
	Iteration 7Q: 3 clusters Score -2450740 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2451241.500000 Penalty: 4952.181641
	Iteration 8Q: 3 clusters Score -2451242 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2451656.500000 Penalty: 4952.181641
	Iteration 9Q: 3 clusters Score -2451656 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2452007.000000 Penalty: 4952.181641
	Iteration 10Q: 3 clusters Score -2452007 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2452246.250000 Penalty: 4952.181641
	Iteration 11Q: 3 clusters Score -2452246 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2452422.250000 Penalty: 4952.181641
	Iteration 12Q: 3 clusters Score -2452422 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2452526.750000 Penalty: 4952.181641
	Iteration 13Q: 3 clusters Score -2452527 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2452601.000000 Penalty: 4952.181641
	Iteration 14Q: 3 clusters Score -2452601 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2452665.250000 Penalty: 4952.181641
	Iteration 15Q: 3 clusters Score -2452665 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2452707.500000 Penalty: 4952.181641
	Iteration 16Q: 3 clusters Score -2452708 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2452753.000000 Penalty: 4952.181641
	Iteration 17Q: 3 clusters Score -2452753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2452795.250000 Penalty: 4952.181641
	Iteration 18Q: 3 clusters Score -2452795 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2452821.500000 Penalty: 4952.181641
	Iteration 19Q: 3 clusters Score -2452822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2452846.250000 Penalty: 4952.181641
	Iteration 20F: 3 clusters Score -2452846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2452868.500000 Penalty: 4952.181641
	Iteration 21Q: 3 clusters Score -2452868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2452887.250000 Penalty: 4952.181641
	Iteration 22Q: 3 clusters Score -2452887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2452892.500000 Penalty: 4952.181641
	Iteration 23Q: 3 clusters Score -2452892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2452906.250000 Penalty: 4952.181641
	Iteration 24Q: 3 clusters Score -2452906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2452915.250000 Penalty: 4952.181641
	Iteration 25Q: 3 clusters Score -2452915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2452919.250000 Penalty: 4952.181641
	Iteration 26Q: 3 clusters Score -2452919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2452930.500000 Penalty: 4952.181641
	Iteration 27Q: 3 clusters Score -2452930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2452937.000000 Penalty: 4952.181641
	Iteration 28Q: 3 clusters Score -2452937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2452934.250000 Penalty: 4952.181641
	Iteration 29Q: 3 clusters Score -2452934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2452932.000000 Penalty: 4952.181641
	Iteration 30Q: 3 clusters Score -2452932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2452942.750000 Penalty: 4952.181641
	Iteration 31Q: 3 clusters Score -2452943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2452942.500000 Penalty: 4952.181641
	Iteration 32Q: 3 clusters Score -2452942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2452952.750000 Penalty: 4952.181641
	Iteration 33Q: 3 clusters Score -2452953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2452951.000000 Penalty: 4952.181641
	Iteration 34Q: 3 clusters Score -2452951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2452954.750000 Penalty: 4952.181641
	Iteration 35Q: 3 clusters Score -2452955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2452953.500000 Penalty: 4952.181641
	Iteration 36Q: 3 clusters Score -2452954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2452956.250000 Penalty: 4952.181641
	Iteration 37Q: 3 clusters Score -2452956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2452955.500000 Penalty: 4952.181641
	Iteration 38Q: 3 clusters Score -2452956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2452955.500000 Penalty: 4952.181641
	Iteration 39Q: 3 clusters Score -2452956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2452954.250000 Penalty: 4952.181641
	Iteration 40F: 3 clusters Score -2452954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2452952.750000 Penalty: 4952.181641
	Iteration 41Q: 3 clusters Score -2452953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2452952.750000 Penalty: 4952.181641
	Iteration 42F: 3 clusters Score -2452953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42749 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 24387 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 10 contains 32883 members 
Mstep: Class 12 contains 219803 members 
Mstep: Class 13 contains 93581 members 
Mstep: Class 14 contains 46116 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 270878 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 21682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88524352.000000 Penalty: 47201.875000
Iteration 39Q: 15 clusters Score -8.852435e+07 nChanged 22928
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 3 contains 42921 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 24939 members 
Mstep: Class 7 contains 11152 members 
Mstep: Class 10 contains 33809 members 
Mstep: Class 12 contains 221602 members 
Mstep: Class 13 contains 89448 members 
Mstep: Class 14 contains 47640 members 
Mstep: Class 16 contains 2481 members 
Mstep: Class 17 contains 16719 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 271182 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 21645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88530472.000000 Penalty: 47201.875000
Iteration 40F: 15 clusters Score -8.853047e+07 nChanged 23314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 43103 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 10 contains 35545 members 
Mstep: Class 12 contains 224138 members 
Mstep: Class 13 contains 84432 members 
Mstep: Class 14 contains 49134 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 16091 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 271508 members 
Mstep: Class 20 contains 3781 members 
Mstep: Class 21 contains 21513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88532664.000000 Penalty: 47201.875000
Iteration 41Q: 15 clusters Score -8.853266e+07 nChanged 21013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 43299 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 25993 members 
Mstep: Class 7 contains 11033 members 
Mstep: Class 10 contains 36982 members 
Mstep: Class 12 contains 228972 members 
Mstep: Class 13 contains 80709 members 
Mstep: Class 14 contains 50594 members 
Mstep: Class 16 contains 2459 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 19 contains 268169 members 
Mstep: Class 20 contains 4033 members 
Mstep: Class 21 contains 21377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88535696.000000 Penalty: 47201.875000
Iteration 42Q: 15 clusters Score -8.85357e+07 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 43558 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 26499 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 10 contains 38177 members 
Mstep: Class 12 contains 235252 members 
Mstep: Class 13 contains 77863 members 
Mstep: Class 14 contains 51955 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 262538 members 
Mstep: Class 20 contains 4285 members 
Mstep: Class 21 contains 21250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88538064.000000 Penalty: 47201.875000
Iteration 43Q: 15 clusters Score -8.853806e+07 nChanged 16819
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 43865 members 
Mstep: Class 4 contains 7481 members 
Mstep: Class 5 contains 26922 members 
Mstep: Class 7 contains 10925 members 
Mstep: Class 10 contains 39160 members 
Mstep: Class 12 contains 242035 members 
Mstep: Class 13 contains 75560 members 
Mstep: Class 14 contains 53180 members 
Mstep: Class 16 contains 2444 members 
Mstep: Class 17 contains 14951 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 255981 members 
Mstep: Class 20 contains 4518 members 
Mstep: Class 21 contains 21080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88541256.000000 Penalty: 47201.875000
Iteration 44Q: 15 clusters Score -8.854126e+07 nChanged 15750
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 44224 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 27300 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 10 contains 39904 members 
Mstep: Class 12 contains 248885 members 
Mstep: Class 13 contains 73665 members 
Mstep: Class 14 contains 54203 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 249183 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 20923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88543944.000000 Penalty: 47201.875000
Iteration 45Q: 15 clusters Score -8.854394e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 44623 members 
Mstep: Class 4 contains 7055 members 
Mstep: Class 5 contains 27677 members 
Mstep: Class 7 contains 10881 members 
Mstep: Class 10 contains 40449 members 
Mstep: Class 12 contains 255036 members 
Mstep: Class 13 contains 72079 members 
Mstep: Class 14 contains 55086 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 14251 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 243131 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 20725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88545720.000000 Penalty: 47201.875000
Iteration 46Q: 15 clusters Score -8.854572e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45006 members 
Mstep: Class 4 contains 7009 members 
Mstep: Class 5 contains 28067 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 10 contains 40846 members 
Mstep: Class 12 contains 260185 members 
Mstep: Class 13 contains 70725 members 
Mstep: Class 14 contains 55892 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 13830 members 
Mstep: Class 18 contains 3754 members 
Mstep: Class 19 contains 238134 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 20454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546232.000000 Penalty: 47201.875000
Iteration 47Q: 15 clusters Score -8.854623e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45412 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 28425 members 
Mstep: Class 7 contains 10819 members 
Mstep: Class 10 contains 41178 members 
Mstep: Class 12 contains 264112 members 
Mstep: Class 13 contains 69628 members 
Mstep: Class 14 contains 56587 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 13361 members 
Mstep: Class 18 contains 3653 members 
Mstep: Class 19 contains 234297 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 20225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546456.000000 Penalty: 47201.875000
Iteration 48Q: 15 clusters Score -8.854646e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45786 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 28772 members 
Mstep: Class 7 contains 10801 members 
Mstep: Class 10 contains 41458 members 
Mstep: Class 12 contains 266766 members 
Mstep: Class 13 contains 68673 members 
Mstep: Class 14 contains 57192 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 12878 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 231777 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 19988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546360.000000 Penalty: 47201.875000
Iteration 49Q: 15 clusters Score -8.854636e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46054 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 29127 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 10 contains 41705 members 
Mstep: Class 12 contains 268462 members 
Mstep: Class 13 contains 67905 members 
Mstep: Class 14 contains 57693 members 
Mstep: Class 16 contains 2396 members 
Mstep: Class 17 contains 12411 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 230229 members 
Mstep: Class 20 contains 5144 members 
Mstep: Class 21 contains 19763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546472.000000 Penalty: 47201.875000
Iteration 50Q: 15 clusters Score -8.854647e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46239 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 29513 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 10 contains 41882 members 
Mstep: Class 12 contains 269167 members 
Mstep: Class 13 contains 67361 members 
Mstep: Class 14 contains 58135 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 17 contains 11913 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 229639 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 19525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546400.000000 Penalty: 47201.875000
Iteration 51Q: 15 clusters Score -8.85464e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46370 members 
Mstep: Class 4 contains 6995 members 
Mstep: Class 5 contains 29848 members 
Mstep: Class 7 contains 10879 members 
Mstep: Class 10 contains 42023 members 
Mstep: Class 12 contains 269160 members 
Mstep: Class 13 contains 66911 members 
Mstep: Class 14 contains 58531 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 17 contains 11400 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 229816 members 
Mstep: Class 20 contains 5290 members 
Mstep: Class 21 contains 19313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546560.000000 Penalty: 47201.875000
Iteration 52Q: 15 clusters Score -8.854656e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46441 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 30149 members 
Mstep: Class 7 contains 10923 members 
Mstep: Class 10 contains 42127 members 
Mstep: Class 12 contains 268678 members 
Mstep: Class 13 contains 66565 members 
Mstep: Class 14 contains 58873 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 10897 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 230538 members 
Mstep: Class 20 contains 5341 members 
Mstep: Class 21 contains 19132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546744.000000 Penalty: 47201.875000
Iteration 53Q: 15 clusters Score -8.854674e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46481 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 30437 members 
Mstep: Class 7 contains 10974 members 
Mstep: Class 10 contains 42219 members 
Mstep: Class 12 contains 267875 members 
Mstep: Class 13 contains 66332 members 
Mstep: Class 14 contains 59199 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 2985 members 
Mstep: Class 19 contains 231477 members 
Mstep: Class 20 contains 5393 members 
Mstep: Class 21 contains 18958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547136.000000 Penalty: 47201.875000
Iteration 54Q: 15 clusters Score -8.854714e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46496 members 
Mstep: Class 4 contains 6968 members 
Mstep: Class 5 contains 30719 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 10 contains 42290 members 
Mstep: Class 12 contains 266924 members 
Mstep: Class 13 contains 66288 members 
Mstep: Class 14 contains 59470 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 9964 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 232401 members 
Mstep: Class 20 contains 5440 members 
Mstep: Class 21 contains 18809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547320.000000 Penalty: 47201.875000
Iteration 55Q: 15 clusters Score -8.854732e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46476 members 
Mstep: Class 4 contains 6965 members 
Mstep: Class 5 contains 31015 members 
Mstep: Class 7 contains 11105 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 12 contains 265985 members 
Mstep: Class 13 contains 66275 members 
Mstep: Class 14 contains 59790 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 9499 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 233276 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 18689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547832.000000 Penalty: 47201.875000
Iteration 56Q: 15 clusters Score -8.854783e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 6962 members 
Mstep: Class 5 contains 31275 members 
Mstep: Class 7 contains 11160 members 
Mstep: Class 10 contains 42390 members 
Mstep: Class 12 contains 265118 members 
Mstep: Class 13 contains 66344 members 
Mstep: Class 14 contains 60078 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 9037 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 234086 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 18595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88548232.000000 Penalty: 47201.875000
Iteration 57Q: 15 clusters Score -8.854823e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46407 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 31525 members 
Mstep: Class 7 contains 11221 members 
Mstep: Class 10 contains 42419 members 
Mstep: Class 12 contains 264327 members 
Mstep: Class 13 contains 66551 members 
Mstep: Class 14 contains 60339 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 8578 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 234646 members 
Mstep: Class 20 contains 5568 members 
Mstep: Class 21 contains 18530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88548720.000000 Penalty: 47201.875000
Iteration 58Q: 15 clusters Score -8.854872e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46364 members 
Mstep: Class 4 contains 6947 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 7 contains 11289 members 
Mstep: Class 10 contains 42436 members 
Mstep: Class 12 contains 263707 members 
Mstep: Class 13 contains 66784 members 
Mstep: Class 14 contains 60563 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 235082 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 18479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3308.312012 but Gain 3371.562500
Score: -88549208.000000 Penalty: 43830.312500
Iteration 59Q: 14 clusters Score -8.854921e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46327 members 
Mstep: Class 4 contains 6935 members 
Mstep: Class 5 contains 33322 members 
Mstep: Class 7 contains 11346 members 
Mstep: Class 10 contains 42469 members 
Mstep: Class 12 contains 264192 members 
Mstep: Class 13 contains 67091 members 
Mstep: Class 14 contains 60779 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 19 contains 235492 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 18436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88552152.000000 Penalty: 43830.312500
Iteration 60F: 14 clusters Score -8.855215e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46310 members 
Mstep: Class 4 contains 6994 members 
Mstep: Class 5 contains 34081 members 
Mstep: Class 7 contains 11392 members 
Mstep: Class 10 contains 42470 members 
Mstep: Class 12 contains 263543 members 
Mstep: Class 13 contains 67435 members 
Mstep: Class 14 contains 60983 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 19 contains 235072 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 18399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88553464.000000 Penalty: 43830.312500
Iteration 61Q: 14 clusters Score -8.855346e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46253 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 34696 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 10 contains 42477 members 
Mstep: Class 12 contains 263087 members 
Mstep: Class 13 contains 67897 members 
Mstep: Class 14 contains 61153 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 19 contains 234631 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 18367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88554792.000000 Penalty: 43830.312500
Iteration 62Q: 14 clusters Score -8.855479e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46169 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 35217 members 
Mstep: Class 7 contains 11500 members 
Mstep: Class 10 contains 42457 members 
Mstep: Class 12 contains 262803 members 
Mstep: Class 13 contains 68375 members 
Mstep: Class 14 contains 61277 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 6521 members 
Mstep: Class 19 contains 234195 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 18341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88555464.000000 Penalty: 43830.312500
Iteration 63Q: 14 clusters Score -8.855546e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46090 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 5 contains 35696 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 10 contains 42456 members 
Mstep: Class 12 contains 262534 members 
Mstep: Class 13 contains 68905 members 
Mstep: Class 14 contains 61372 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 6167 members 
Mstep: Class 19 contains 233679 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 18336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88556200.000000 Penalty: 43830.312500
Iteration 64Q: 14 clusters Score -8.85562e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 36118 members 
Mstep: Class 7 contains 11642 members 
Mstep: Class 10 contains 42465 members 
Mstep: Class 12 contains 262288 members 
Mstep: Class 13 contains 69428 members 
Mstep: Class 14 contains 61445 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 19 contains 233175 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 18311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88557224.000000 Penalty: 43830.312500
Iteration 65Q: 14 clusters Score -8.855722e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45920 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 36490 members 
Mstep: Class 7 contains 11694 members 
Mstep: Class 10 contains 42472 members 
Mstep: Class 12 contains 262082 members 
Mstep: Class 13 contains 69943 members 
Mstep: Class 14 contains 61502 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 19 contains 232668 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 18294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88558248.000000 Penalty: 43830.312500
Iteration 66Q: 14 clusters Score -8.855825e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45821 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 36794 members 
Mstep: Class 7 contains 11756 members 
Mstep: Class 10 contains 42475 members 
Mstep: Class 12 contains 261927 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 61540 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 19 contains 232170 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 18279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88559144.000000 Penalty: 43830.312500
Iteration 67Q: 14 clusters Score -8.855914e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45749 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 37055 members 
Mstep: Class 7 contains 11811 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 12 contains 261721 members 
Mstep: Class 13 contains 70878 members 
Mstep: Class 14 contains 61541 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 19 contains 231775 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88559968.000000 Penalty: 43830.312500
Iteration 68Q: 14 clusters Score -8.855997e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45674 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 37289 members 
Mstep: Class 7 contains 11872 members 
Mstep: Class 10 contains 42505 members 
Mstep: Class 12 contains 261457 members 
Mstep: Class 13 contains 71342 members 
Mstep: Class 14 contains 61540 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 5417 members 
Mstep: Class 19 contains 231382 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 18238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88560568.000000 Penalty: 43830.312500
Iteration 69Q: 14 clusters Score -8.856057e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45592 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 37484 members 
Mstep: Class 7 contains 11930 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 12 contains 261167 members 
Mstep: Class 13 contains 71839 members 
Mstep: Class 14 contains 61548 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 19 contains 230968 members 
Mstep: Class 20 contains 5949 members 
Mstep: Class 21 contains 18215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88560784.000000 Penalty: 43830.312500
Iteration 70Q: 14 clusters Score -8.856078e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45501 members 
Mstep: Class 4 contains 7079 members 
Mstep: Class 5 contains 37648 members 
Mstep: Class 7 contains 11984 members 
Mstep: Class 10 contains 42530 members 
Mstep: Class 12 contains 260854 members 
Mstep: Class 13 contains 72305 members 
Mstep: Class 14 contains 61549 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 19 contains 230672 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 18194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88561272.000000 Penalty: 43830.312500
Iteration 71Q: 14 clusters Score -8.856127e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45405 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 37799 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 10 contains 42535 members 
Mstep: Class 12 contains 260528 members 
Mstep: Class 13 contains 72752 members 
Mstep: Class 14 contains 61532 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 5485 members 
Mstep: Class 19 contains 230427 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 18177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88561672.000000 Penalty: 43830.312500
Iteration 72Q: 14 clusters Score -8.856167e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45324 members 
Mstep: Class 4 contains 7078 members 
Mstep: Class 5 contains 37916 members 
Mstep: Class 7 contains 12126 members 
Mstep: Class 10 contains 42547 members 
Mstep: Class 12 contains 260226 members 
Mstep: Class 13 contains 73128 members 
Mstep: Class 14 contains 61527 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 5513 members 
Mstep: Class 19 contains 230231 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 18142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88562096.000000 Penalty: 43830.312500
Iteration 73Q: 14 clusters Score -8.85621e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45251 members 
Mstep: Class 4 contains 7079 members 
Mstep: Class 5 contains 38019 members 
Mstep: Class 7 contains 12188 members 
Mstep: Class 10 contains 42566 members 
Mstep: Class 12 contains 259956 members 
Mstep: Class 13 contains 73531 members 
Mstep: Class 14 contains 61494 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 19 contains 230008 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 18112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88562408.000000 Penalty: 43830.312500
Iteration 74Q: 14 clusters Score -8.856241e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45196 members 
Mstep: Class 4 contains 7085 members 
Mstep: Class 5 contains 38122 members 
Mstep: Class 7 contains 12252 members 
Mstep: Class 10 contains 42570 members 
Mstep: Class 12 contains 259631 members 
Mstep: Class 13 contains 73944 members 
Mstep: Class 14 contains 61471 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 5582 members 
Mstep: Class 19 contains 229808 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 18076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88562800.000000 Penalty: 43830.312500
Iteration 75Q: 14 clusters Score -8.85628e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45145 members 
Mstep: Class 4 contains 7080 members 
Mstep: Class 5 contains 38219 members 
Mstep: Class 7 contains 12325 members 
Mstep: Class 10 contains 42594 members 
Mstep: Class 12 contains 259318 members 
Mstep: Class 13 contains 74310 members 
Mstep: Class 14 contains 61423 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 5613 members 
Mstep: Class 19 contains 229660 members 
Mstep: Class 20 contains 6009 members 
Mstep: Class 21 contains 18044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88563104.000000 Penalty: 43830.312500
Iteration 76Q: 14 clusters Score -8.85631e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45080 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 38305 members 
Mstep: Class 7 contains 12395 members 
Mstep: Class 10 contains 42593 members 
Mstep: Class 12 contains 259025 members 
Mstep: Class 13 contains 74664 members 
Mstep: Class 14 contains 61378 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 19 contains 229558 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 18005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88563808.000000 Penalty: 43830.312500
Iteration 77Q: 14 clusters Score -8.856381e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 45011 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 38379 members 
Mstep: Class 7 contains 12464 members 
Mstep: Class 10 contains 42575 members 
Mstep: Class 12 contains 258736 members 
Mstep: Class 13 contains 74970 members 
Mstep: Class 14 contains 61343 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 5658 members 
Mstep: Class 19 contains 229509 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 17984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88563808.000000 Penalty: 43830.312500
Iteration 78Q: 14 clusters Score -8.856381e+07 nChanged 1856
Entering ConstructFrom: 
Score: -88563808.000000 Penalty: 43830.312500
Entering ConstructFrom: 
Trying to split cluster 3 (44949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Entering Unmasked Estep 
Score: -4914469.500000 Penalty: 2656.894287
	Iteration 0F: 2 clusters Score -4914470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4884182.000000 Penalty: 5313.788574
	Iteration 0F: 3 clusters Score -4884182 nChanged 20703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4896450.500000 Penalty: 5313.788574
	Iteration 1F: 3 clusters Score -4896450 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4899687.000000 Penalty: 5313.788574
	Iteration 2F: 3 clusters Score -4899687 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4904489.500000 Penalty: 5313.788574
	Iteration 3F: 3 clusters Score -4904490 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4909228.500000 Penalty: 5313.788574
	Iteration 4F: 3 clusters Score -4909228 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4912110.500000 Penalty: 5313.788574
	Iteration 5F: 3 clusters Score -4912110 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -4913297.500000 Penalty: 5313.788574
	Iteration 6F: 3 clusters Score -4913298 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4913672.000000 Penalty: 5313.788574
	Iteration 7Q: 3 clusters Score -4913672 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4913816.000000 Penalty: 5313.788574
	Iteration 8Q: 3 clusters Score -4913816 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4913826.000000 Penalty: 5313.788574
	Iteration 9Q: 3 clusters Score -4913826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -4913831.500000 Penalty: 5313.788574
	Iteration 10Q: 3 clusters Score -4913832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4913840.500000 Penalty: 5313.788574
	Iteration 11Q: 3 clusters Score -4913840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4913845.500000 Penalty: 5313.788574
	Iteration 12Q: 3 clusters Score -4913846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4913858.500000 Penalty: 5313.788574
	Iteration 13Q: 3 clusters Score -4913858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4913853.000000 Penalty: 5313.788574
	Iteration 14Q: 3 clusters Score -4913853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4913853.000000 Penalty: 5313.788574
	Iteration 15Q: 3 clusters Score -4913853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4913855.000000 Penalty: 5313.788574
	Iteration 16Q: 3 clusters Score -4913855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4913853.500000 Penalty: 5313.788574
	Iteration 17Q: 3 clusters Score -4913854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4913851.000000 Penalty: 5313.788574
	Iteration 18Q: 3 clusters Score -4913851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -4913853.000000 Penalty: 5313.788574
	Iteration 19Q: 3 clusters Score -4913853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4913851.500000 Penalty: 5313.788574
	Iteration 20F: 3 clusters Score -4913852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4913861.500000 Penalty: 5313.788574
	Iteration 21Q: 3 clusters Score -4913862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4913866.500000 Penalty: 5313.788574
	Iteration 22Q: 3 clusters Score -4913866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -4913865.000000 Penalty: 5313.788574
	Iteration 23Q: 3 clusters Score -4913865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4913864.000000 Penalty: 5313.788574
	Iteration 24Q: 3 clusters Score -4913864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4913858.000000 Penalty: 5313.788574
	Iteration 25Q: 3 clusters Score -4913858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4913859.500000 Penalty: 5313.788574
	Iteration 26Q: 3 clusters Score -4913860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4913868.500000 Penalty: 5313.788574
	Iteration 27Q: 3 clusters Score -4913868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4913865.000000 Penalty: 5313.788574
	Iteration 28Q: 3 clusters Score -4913865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4913864.500000 Penalty: 5313.788574
	Iteration 29Q: 3 clusters Score -4913864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -4913865.500000 Penalty: 5313.788574
	Iteration 30Q: 3 clusters Score -4913866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -4913866.500000 Penalty: 5313.788574
	Iteration 31Q: 3 clusters Score -4913866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -4913866.500000 Penalty: 5313.788574
	Iteration 32Q: 3 clusters Score -4913866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4913873.000000 Penalty: 5313.788574
	Iteration 33Q: 3 clusters Score -4913873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4913867.500000 Penalty: 5313.788574
	Iteration 34Q: 3 clusters Score -4913868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4913864.500000 Penalty: 5313.788574
	Iteration 35Q: 3 clusters Score -4913864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4913871.000000 Penalty: 5313.788574
	Iteration 36Q: 3 clusters Score -4913871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4913875.500000 Penalty: 5313.788574
	Iteration 37Q: 3 clusters Score -4913876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -4913875.500000 Penalty: 5313.788574
	Iteration 38Q: 3 clusters Score -4913876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4913876.000000 Penalty: 5313.788574
	Iteration 39Q: 3 clusters Score -4913876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4913874.000000 Penalty: 5313.788574
	Iteration 40F: 3 clusters Score -4913874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4913872.000000 Penalty: 5313.788574
	Iteration 41Q: 3 clusters Score -4913872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -4913873.000000 Penalty: 5313.788574
	Iteration 42Q: 3 clusters Score -4913873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4913876.000000 Penalty: 5313.788574
	Iteration 43Q: 3 clusters Score -4913876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -4913875.000000 Penalty: 5313.788574
	Iteration 44Q: 3 clusters Score -4913875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -4913878.500000 Penalty: 5313.788574
	Iteration 45Q: 3 clusters Score -4913878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4913878.000000 Penalty: 5313.788574
	Iteration 46Q: 3 clusters Score -4913878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4913878.000000 Penalty: 5313.788574
	Iteration 47F: 3 clusters Score -4913878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Entering Unmasked Estep 
Score: -730983.000000 Penalty: 2197.755371
	Iteration 0F: 2 clusters Score -730983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -725275.187500 Penalty: 4395.510742
	Iteration 0F: 3 clusters Score -725275.2 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -727249.812500 Penalty: 4395.510742
	Iteration 1F: 3 clusters Score -727249.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -727840.000000 Penalty: 4395.510742
	Iteration 2F: 3 clusters Score -727840 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -728259.687500 Penalty: 4395.510742
	Iteration 3F: 3 clusters Score -728259.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -728731.875000 Penalty: 4395.510742
	Iteration 4F: 3 clusters Score -728731.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -729280.187500 Penalty: 4395.510742
	Iteration 5F: 3 clusters Score -729280.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -729806.375000 Penalty: 4395.510742
	Iteration 6F: 3 clusters Score -729806.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -730233.500000 Penalty: 4395.510742
	Iteration 7F: 3 clusters Score -730233.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -730654.062500 Penalty: 4395.510742
	Iteration 8Q: 3 clusters Score -730654.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -731129.875000 Penalty: 4395.510742
	Iteration 9Q: 3 clusters Score -731129.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -731629.375000 Penalty: 4395.510742
	Iteration 10Q: 3 clusters Score -731629.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -732015.875000 Penalty: 4395.510742
	Iteration 11Q: 3 clusters Score -732015.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -732361.937500 Penalty: 4395.510742
	Iteration 12Q: 3 clusters Score -732361.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -732542.625000 Penalty: 4395.510742
	Iteration 13Q: 3 clusters Score -732542.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -732582.062500 Penalty: 4395.510742
	Iteration 14Q: 3 clusters Score -732582.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -732591.187500 Penalty: 4395.510742
	Iteration 15Q: 3 clusters Score -732591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -732597.187500 Penalty: 4395.510742
	Iteration 16Q: 3 clusters Score -732597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -732601.437500 Penalty: 4395.510742
	Iteration 17Q: 3 clusters Score -732601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -732600.687500 Penalty: 4395.510742
	Iteration 18Q: 3 clusters Score -732600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -732602.062500 Penalty: 4395.510742
	Iteration 19Q: 3 clusters Score -732602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -732606.875000 Penalty: 4395.510742
	Iteration 20F: 3 clusters Score -732606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -732607.250000 Penalty: 4395.510742
	Iteration 21Q: 3 clusters Score -732607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -732609.750000 Penalty: 4395.510742
	Iteration 22Q: 3 clusters Score -732609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -732607.937500 Penalty: 4395.510742
	Iteration 23Q: 3 clusters Score -732607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -732607.937500 Penalty: 4395.510742
	Iteration 24F: 3 clusters Score -732607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 3 contains 44949 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 38457 members 
Mstep: Class 7 contains 12512 members 
Mstep: Class 10 contains 42572 members 
Mstep: Class 12 contains 258473 members 
Mstep: Class 13 contains 75199 members 
Mstep: Class 14 contains 61320 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 5664 members 
Mstep: Class 19 contains 229518 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 17949 members 
Entering Unmasked Estep 
Score: -88564128.000000 Penalty: 47201.875000
Splitting cluster 4 changes total score from -88563808.000000 to -88564128.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (38457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Entering Unmasked Estep 
Score: -4376776.500000 Penalty: 2618.209473
	Iteration 0F: 2 clusters Score -4376776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4350554.000000 Penalty: 5236.418945
	Iteration 0F: 3 clusters Score -4350554 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4360178.500000 Penalty: 5236.418945
	Iteration 1F: 3 clusters Score -4360178 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4360663.000000 Penalty: 5236.418945
	Iteration 2Q: 3 clusters Score -4360663 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4361182.500000 Penalty: 5236.418945
	Iteration 3Q: 3 clusters Score -4361182 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4361737.500000 Penalty: 5236.418945
	Iteration 4Q: 3 clusters Score -4361738 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4362506.000000 Penalty: 5236.418945
	Iteration 5Q: 3 clusters Score -4362506 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4363535.500000 Penalty: 5236.418945
	Iteration 6Q: 3 clusters Score -4363536 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4364835.000000 Penalty: 5236.418945
	Iteration 7F: 3 clusters Score -4364835 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4366335.500000 Penalty: 5236.418945
	Iteration 8F: 3 clusters Score -4366336 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4367885.000000 Penalty: 5236.418945
	Iteration 9F: 3 clusters Score -4367885 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4369087.500000 Penalty: 5236.418945
	Iteration 10F: 3 clusters Score -4369088 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4369891.500000 Penalty: 5236.418945
	Iteration 11Q: 3 clusters Score -4369892 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -4370390.500000 Penalty: 5236.418945
	Iteration 12Q: 3 clusters Score -4370390 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4370718.500000 Penalty: 5236.418945
	Iteration 13Q: 3 clusters Score -4370718 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4370995.000000 Penalty: 5236.418945
	Iteration 14Q: 3 clusters Score -4370995 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -4371228.000000 Penalty: 5236.418945
	Iteration 15Q: 3 clusters Score -4371228 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4371460.000000 Penalty: 5236.418945
	Iteration 16Q: 3 clusters Score -4371460 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4371638.500000 Penalty: 5236.418945
	Iteration 17Q: 3 clusters Score -4371638 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4371821.000000 Penalty: 5236.418945
	Iteration 18Q: 3 clusters Score -4371821 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4371983.000000 Penalty: 5236.418945
	Iteration 19Q: 3 clusters Score -4371983 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4372140.500000 Penalty: 5236.418945
	Iteration 20F: 3 clusters Score -4372140 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4372254.000000 Penalty: 5236.418945
	Iteration 21Q: 3 clusters Score -4372254 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4372367.000000 Penalty: 5236.418945
	Iteration 22Q: 3 clusters Score -4372367 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4372473.500000 Penalty: 5236.418945
	Iteration 23Q: 3 clusters Score -4372474 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -4372557.000000 Penalty: 5236.418945
	Iteration 24Q: 3 clusters Score -4372557 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4372645.000000 Penalty: 5236.418945
	Iteration 25Q: 3 clusters Score -4372645 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4372740.500000 Penalty: 5236.418945
	Iteration 26Q: 3 clusters Score -4372740 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4372826.500000 Penalty: 5236.418945
	Iteration 27Q: 3 clusters Score -4372826 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4372893.000000 Penalty: 5236.418945
	Iteration 28Q: 3 clusters Score -4372893 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -4372969.000000 Penalty: 5236.418945
	Iteration 29Q: 3 clusters Score -4372969 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4373044.500000 Penalty: 5236.418945
	Iteration 30Q: 3 clusters Score -4373044 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4373103.500000 Penalty: 5236.418945
	Iteration 31Q: 3 clusters Score -4373104 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4373163.500000 Penalty: 5236.418945
	Iteration 32Q: 3 clusters Score -4373164 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4373239.000000 Penalty: 5236.418945
	Iteration 33Q: 3 clusters Score -4373239 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4373302.500000 Penalty: 5236.418945
	Iteration 34Q: 3 clusters Score -4373302 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -4373368.500000 Penalty: 5236.418945
	Iteration 35Q: 3 clusters Score -4373368 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4373458.500000 Penalty: 5236.418945
	Iteration 36Q: 3 clusters Score -4373458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4373539.500000 Penalty: 5236.418945
	Iteration 37Q: 3 clusters Score -4373540 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4373628.000000 Penalty: 5236.418945
	Iteration 38Q: 3 clusters Score -4373628 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4373736.000000 Penalty: 5236.418945
	Iteration 39Q: 3 clusters Score -4373736 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4373840.000000 Penalty: 5236.418945
	Iteration 40F: 3 clusters Score -4373840 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4373920.000000 Penalty: 5236.418945
	Iteration 41Q: 3 clusters Score -4373920 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4373988.000000 Penalty: 5236.418945
	Iteration 42Q: 3 clusters Score -4373988 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4374085.500000 Penalty: 5236.418945
	Iteration 43Q: 3 clusters Score -4374086 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4374198.500000 Penalty: 5236.418945
	Iteration 44Q: 3 clusters Score -4374198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4374253.500000 Penalty: 5236.418945
	Iteration 45Q: 3 clusters Score -4374254 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4374333.000000 Penalty: 5236.418945
	Iteration 46Q: 3 clusters Score -4374333 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4374393.500000 Penalty: 5236.418945
	Iteration 47Q: 3 clusters Score -4374394 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4374433.500000 Penalty: 5236.418945
	Iteration 48Q: 3 clusters Score -4374434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4374471.000000 Penalty: 5236.418945
	Iteration 49Q: 3 clusters Score -4374471 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4374504.500000 Penalty: 5236.418945
	Iteration 50Q: 3 clusters Score -4374504 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4374521.500000 Penalty: 5236.418945
	Iteration 51Q: 3 clusters Score -4374522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4374544.500000 Penalty: 5236.418945
	Iteration 52Q: 3 clusters Score -4374544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4374573.500000 Penalty: 5236.418945
	Iteration 53Q: 3 clusters Score -4374574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4374592.500000 Penalty: 5236.418945
	Iteration 54Q: 3 clusters Score -4374592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4374598.000000 Penalty: 5236.418945
	Iteration 55Q: 3 clusters Score -4374598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4374621.000000 Penalty: 5236.418945
	Iteration 56Q: 3 clusters Score -4374621 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4374651.500000 Penalty: 5236.418945
	Iteration 57Q: 3 clusters Score -4374652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4374669.500000 Penalty: 5236.418945
	Iteration 58Q: 3 clusters Score -4374670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4374685.000000 Penalty: 5236.418945
	Iteration 59Q: 3 clusters Score -4374685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4374707.000000 Penalty: 5236.418945
	Iteration 60F: 3 clusters Score -4374707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4374721.000000 Penalty: 5236.418945
	Iteration 61Q: 3 clusters Score -4374721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4374729.500000 Penalty: 5236.418945
	Iteration 62Q: 3 clusters Score -4374730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4374749.500000 Penalty: 5236.418945
	Iteration 63Q: 3 clusters Score -4374750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4374764.000000 Penalty: 5236.418945
	Iteration 64Q: 3 clusters Score -4374764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4374758.500000 Penalty: 5236.418945
	Iteration 65Q: 3 clusters Score -4374758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4374770.500000 Penalty: 5236.418945
	Iteration 66Q: 3 clusters Score -4374770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4374779.500000 Penalty: 5236.418945
	Iteration 67Q: 3 clusters Score -4374780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4374789.500000 Penalty: 5236.418945
	Iteration 68Q: 3 clusters Score -4374790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4374803.500000 Penalty: 5236.418945
	Iteration 69Q: 3 clusters Score -4374804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4374812.000000 Penalty: 5236.418945
	Iteration 70Q: 3 clusters Score -4374812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4374821.000000 Penalty: 5236.418945
	Iteration 71Q: 3 clusters Score -4374821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4374817.500000 Penalty: 5236.418945
	Iteration 72Q: 3 clusters Score -4374818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4374826.000000 Penalty: 5236.418945
	Iteration 73Q: 3 clusters Score -4374826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4374827.000000 Penalty: 5236.418945
	Iteration 74Q: 3 clusters Score -4374827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4374831.000000 Penalty: 5236.418945
	Iteration 75Q: 3 clusters Score -4374831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4374832.000000 Penalty: 5236.418945
	Iteration 76Q: 3 clusters Score -4374832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4374840.500000 Penalty: 5236.418945
	Iteration 77Q: 3 clusters Score -4374840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4374836.000000 Penalty: 5236.418945
	Iteration 78Q: 3 clusters Score -4374836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4374834.500000 Penalty: 5236.418945
	Iteration 79Q: 3 clusters Score -4374834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4374833.000000 Penalty: 5236.418945
	Iteration 80F: 3 clusters Score -4374833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4374831.500000 Penalty: 5236.418945
	Iteration 81Q: 3 clusters Score -4374832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4374831.500000 Penalty: 5236.418945
	Iteration 82F: 3 clusters Score -4374832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Entering Unmasked Estep 
Score: -1415515.625000 Penalty: 2339.741943
	Iteration 0F: 2 clusters Score -1415516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1406125.000000 Penalty: 4679.483887
	Iteration 0F: 3 clusters Score -1406125 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1408990.375000 Penalty: 4679.483887
	Iteration 1F: 3 clusters Score -1408990 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1409302.250000 Penalty: 4679.483887
	Iteration 2F: 3 clusters Score -1409302 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1409624.375000 Penalty: 4679.483887
	Iteration 3Q: 3 clusters Score -1409624 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1409992.250000 Penalty: 4679.483887
	Iteration 4Q: 3 clusters Score -1409992 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1410462.250000 Penalty: 4679.483887
	Iteration 5Q: 3 clusters Score -1410462 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1410873.875000 Penalty: 4679.483887
	Iteration 6Q: 3 clusters Score -1410874 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1411308.750000 Penalty: 4679.483887
	Iteration 7F: 3 clusters Score -1411309 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1411777.375000 Penalty: 4679.483887
	Iteration 8F: 3 clusters Score -1411777 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1412235.250000 Penalty: 4679.483887
	Iteration 9F: 3 clusters Score -1412235 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1412676.625000 Penalty: 4679.483887
	Iteration 10F: 3 clusters Score -1412677 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1413070.500000 Penalty: 4679.483887
	Iteration 11Q: 3 clusters Score -1413070 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1413381.875000 Penalty: 4679.483887
	Iteration 12Q: 3 clusters Score -1413382 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1413567.875000 Penalty: 4679.483887
	Iteration 13Q: 3 clusters Score -1413568 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1413657.375000 Penalty: 4679.483887
	Iteration 14Q: 3 clusters Score -1413657 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1413718.250000 Penalty: 4679.483887
	Iteration 15Q: 3 clusters Score -1413718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1413758.250000 Penalty: 4679.483887
	Iteration 16Q: 3 clusters Score -1413758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1413799.750000 Penalty: 4679.483887
	Iteration 17Q: 3 clusters Score -1413800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1413819.875000 Penalty: 4679.483887
	Iteration 18Q: 3 clusters Score -1413820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1413840.500000 Penalty: 4679.483887
	Iteration 19Q: 3 clusters Score -1413840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1413846.125000 Penalty: 4679.483887
	Iteration 20F: 3 clusters Score -1413846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1413855.375000 Penalty: 4679.483887
	Iteration 21Q: 3 clusters Score -1413855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1413862.250000 Penalty: 4679.483887
	Iteration 22Q: 3 clusters Score -1413862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1413869.250000 Penalty: 4679.483887
	Iteration 23Q: 3 clusters Score -1413869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1413871.875000 Penalty: 4679.483887
	Iteration 24Q: 3 clusters Score -1413872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1413885.625000 Penalty: 4679.483887
	Iteration 25Q: 3 clusters Score -1413886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1413898.000000 Penalty: 4679.483887
	Iteration 26Q: 3 clusters Score -1413898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1413903.625000 Penalty: 4679.483887
	Iteration 27Q: 3 clusters Score -1413904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1413911.500000 Penalty: 4679.483887
	Iteration 28Q: 3 clusters Score -1413912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1413909.250000 Penalty: 4679.483887
	Iteration 29Q: 3 clusters Score -1413909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1413912.500000 Penalty: 4679.483887
	Iteration 30Q: 3 clusters Score -1413912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1413912.500000 Penalty: 4679.483887
	Iteration 31Q: 3 clusters Score -1413912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1413915.875000 Penalty: 4679.483887
	Iteration 32Q: 3 clusters Score -1413916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1413914.250000 Penalty: 4679.483887
	Iteration 33Q: 3 clusters Score -1413914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1413916.500000 Penalty: 4679.483887
	Iteration 34Q: 3 clusters Score -1413916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1413920.000000 Penalty: 4679.483887
	Iteration 35Q: 3 clusters Score -1413920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1413920.500000 Penalty: 4679.483887
	Iteration 36Q: 3 clusters Score -1413920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1413922.000000 Penalty: 4679.483887
	Iteration 37Q: 3 clusters Score -1413922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1413922.750000 Penalty: 4679.483887
	Iteration 38Q: 3 clusters Score -1413923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1413924.875000 Penalty: 4679.483887
	Iteration 39Q: 3 clusters Score -1413925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1413924.000000 Penalty: 4679.483887
	Iteration 40F: 3 clusters Score -1413924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1413924.625000 Penalty: 4679.483887
	Iteration 41Q: 3 clusters Score -1413925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1413925.875000 Penalty: 4679.483887
	Iteration 42Q: 3 clusters Score -1413926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1413927.875000 Penalty: 4679.483887
	Iteration 43Q: 3 clusters Score -1413928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1413927.000000 Penalty: 4679.483887
	Iteration 44Q: 3 clusters Score -1413927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1413928.125000 Penalty: 4679.483887
	Iteration 45Q: 3 clusters Score -1413928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1413929.500000 Penalty: 4679.483887
	Iteration 46Q: 3 clusters Score -1413930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1413929.000000 Penalty: 4679.483887
	Iteration 47Q: 3 clusters Score -1413929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1413930.250000 Penalty: 4679.483887
	Iteration 48Q: 3 clusters Score -1413930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1413933.125000 Penalty: 4679.483887
	Iteration 49Q: 3 clusters Score -1413933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1413932.375000 Penalty: 4679.483887
	Iteration 50Q: 3 clusters Score -1413932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1413932.375000 Penalty: 4679.483887
	Iteration 51F: 3 clusters Score -1413932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Entering Unmasked Estep 
Score: -4815010.500000 Penalty: 2643.419922
	Iteration 0F: 2 clusters Score -4815010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4786143.000000 Penalty: 5286.839844
	Iteration 0F: 3 clusters Score -4786143 nChanged 19494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4797100.000000 Penalty: 5286.839844
	Iteration 1F: 3 clusters Score -4797100 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4797867.000000 Penalty: 5286.839844
	Iteration 2Q: 3 clusters Score -4797867 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4798905.000000 Penalty: 5286.839844
	Iteration 3Q: 3 clusters Score -4798905 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4800337.500000 Penalty: 5286.839844
	Iteration 4F: 3 clusters Score -4800338 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4802344.500000 Penalty: 5286.839844
	Iteration 5F: 3 clusters Score -4802344 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4804567.000000 Penalty: 5286.839844
	Iteration 6F: 3 clusters Score -4804567 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -4806688.000000 Penalty: 5286.839844
	Iteration 7F: 3 clusters Score -4806688 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4808500.500000 Penalty: 5286.839844
	Iteration 8F: 3 clusters Score -4808500 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4809751.000000 Penalty: 5286.839844
	Iteration 9Q: 3 clusters Score -4809751 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4810413.500000 Penalty: 5286.839844
	Iteration 10Q: 3 clusters Score -4810414 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4810867.500000 Penalty: 5286.839844
	Iteration 11Q: 3 clusters Score -4810868 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4811172.000000 Penalty: 5286.839844
	Iteration 12Q: 3 clusters Score -4811172 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4811409.000000 Penalty: 5286.839844
	Iteration 13Q: 3 clusters Score -4811409 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4811595.500000 Penalty: 5286.839844
	Iteration 14Q: 3 clusters Score -4811596 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4811732.000000 Penalty: 5286.839844
	Iteration 15Q: 3 clusters Score -4811732 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4811836.000000 Penalty: 5286.839844
	Iteration 16Q: 3 clusters Score -4811836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4811926.000000 Penalty: 5286.839844
	Iteration 17Q: 3 clusters Score -4811926 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4811981.000000 Penalty: 5286.839844
	Iteration 18Q: 3 clusters Score -4811981 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4812019.500000 Penalty: 5286.839844
	Iteration 19Q: 3 clusters Score -4812020 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4812061.500000 Penalty: 5286.839844
	Iteration 20F: 3 clusters Score -4812062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4812113.000000 Penalty: 5286.839844
	Iteration 21Q: 3 clusters Score -4812113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4812133.500000 Penalty: 5286.839844
	Iteration 22Q: 3 clusters Score -4812134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -4812139.500000 Penalty: 5286.839844
	Iteration 23Q: 3 clusters Score -4812140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4812155.000000 Penalty: 5286.839844
	Iteration 24Q: 3 clusters Score -4812155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4812167.000000 Penalty: 5286.839844
	Iteration 25Q: 3 clusters Score -4812167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4812162.000000 Penalty: 5286.839844
	Iteration 26Q: 3 clusters Score -4812162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4812172.000000 Penalty: 5286.839844
	Iteration 27Q: 3 clusters Score -4812172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4812173.500000 Penalty: 5286.839844
	Iteration 28Q: 3 clusters Score -4812174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4812189.000000 Penalty: 5286.839844
	Iteration 29Q: 3 clusters Score -4812189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4812202.000000 Penalty: 5286.839844
	Iteration 30Q: 3 clusters Score -4812202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4812211.000000 Penalty: 5286.839844
	Iteration 31Q: 3 clusters Score -4812211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4812228.500000 Penalty: 5286.839844
	Iteration 32Q: 3 clusters Score -4812228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4812238.500000 Penalty: 5286.839844
	Iteration 33Q: 3 clusters Score -4812238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4812231.000000 Penalty: 5286.839844
	Iteration 34Q: 3 clusters Score -4812231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4812246.000000 Penalty: 5286.839844
	Iteration 35Q: 3 clusters Score -4812246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4812251.500000 Penalty: 5286.839844
	Iteration 36Q: 3 clusters Score -4812252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4812236.500000 Penalty: 5286.839844
	Iteration 37Q: 3 clusters Score -4812236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4812239.500000 Penalty: 5286.839844
	Iteration 38Q: 3 clusters Score -4812240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4812246.500000 Penalty: 5286.839844
	Iteration 39Q: 3 clusters Score -4812246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4812249.500000 Penalty: 5286.839844
	Iteration 40F: 3 clusters Score -4812250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4812250.000000 Penalty: 5286.839844
	Iteration 41Q: 3 clusters Score -4812250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4812253.500000 Penalty: 5286.839844
	Iteration 42Q: 3 clusters Score -4812254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4812254.000000 Penalty: 5286.839844
	Iteration 43Q: 3 clusters Score -4812254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4812257.000000 Penalty: 5286.839844
	Iteration 44Q: 3 clusters Score -4812257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4812257.000000 Penalty: 5286.839844
	Iteration 45Q: 3 clusters Score -4812257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4812251.000000 Penalty: 5286.839844
	Iteration 46Q: 3 clusters Score -4812251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4812249.000000 Penalty: 5286.839844
	Iteration 47Q: 3 clusters Score -4812249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4812248.000000 Penalty: 5286.839844
	Iteration 48Q: 3 clusters Score -4812248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -4812253.500000 Penalty: 5286.839844
	Iteration 49Q: 3 clusters Score -4812254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4812255.000000 Penalty: 5286.839844
	Iteration 50Q: 3 clusters Score -4812255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4812252.000000 Penalty: 5286.839844
	Iteration 51Q: 3 clusters Score -4812252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -4812258.000000 Penalty: 5286.839844
	Iteration 52Q: 3 clusters Score -4812258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4812257.500000 Penalty: 5286.839844
	Iteration 53Q: 3 clusters Score -4812258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4812256.500000 Penalty: 5286.839844
	Iteration 54Q: 3 clusters Score -4812256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4812253.000000 Penalty: 5286.839844
	Iteration 55Q: 3 clusters Score -4812253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4812256.500000 Penalty: 5286.839844
	Iteration 56Q: 3 clusters Score -4812256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4812258.500000 Penalty: 5286.839844
	Iteration 57Q: 3 clusters Score -4812258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4812255.000000 Penalty: 5286.839844
	Iteration 58Q: 3 clusters Score -4812255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4812251.000000 Penalty: 5286.839844
	Iteration 59Q: 3 clusters Score -4812251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -4812254.000000 Penalty: 5286.839844
	Iteration 60F: 3 clusters Score -4812254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4812258.500000 Penalty: 5286.839844
	Iteration 61Q: 3 clusters Score -4812258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4812259.000000 Penalty: 5286.839844
	Iteration 62Q: 3 clusters Score -4812259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4812260.500000 Penalty: 5286.839844
	Iteration 63Q: 3 clusters Score -4812260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4812255.000000 Penalty: 5286.839844
	Iteration 64Q: 3 clusters Score -4812255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4812259.500000 Penalty: 5286.839844
	Iteration 65Q: 3 clusters Score -4812260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4812255.500000 Penalty: 5286.839844
	Iteration 66Q: 3 clusters Score -4812256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4812257.000000 Penalty: 5286.839844
	Iteration 67Q: 3 clusters Score -4812257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4812254.000000 Penalty: 5286.839844
	Iteration 68Q: 3 clusters Score -4812254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -4812245.500000 Penalty: 5286.839844
	Iteration 69Q: 3 clusters Score -4812246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4812253.500000 Penalty: 5286.839844
	Iteration 70Q: 3 clusters Score -4812254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4812257.000000 Penalty: 5286.839844
	Iteration 71Q: 3 clusters Score -4812257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4812258.000000 Penalty: 5286.839844
	Iteration 72Q: 3 clusters Score -4812258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4812255.000000 Penalty: 5286.839844
	Iteration 73Q: 3 clusters Score -4812255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4812251.000000 Penalty: 5286.839844
	Iteration 74Q: 3 clusters Score -4812251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4812252.000000 Penalty: 5286.839844
	Iteration 75Q: 3 clusters Score -4812252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4812252.500000 Penalty: 5286.839844
	Iteration 76Q: 3 clusters Score -4812252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -4812246.000000 Penalty: 5286.839844
	Iteration 77Q: 3 clusters Score -4812246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4812248.500000 Penalty: 5286.839844
	Iteration 78Q: 3 clusters Score -4812248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4812248.500000 Penalty: 5286.839844
	Iteration 79F: 3 clusters Score -4812248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258473 members 
Entering Unmasked Estep 
Score: -29113430.000000 Penalty: 3090.711426
	Iteration 0F: 2 clusters Score -2.911343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -28955990.000000 Penalty: 6181.422852
	Iteration 0F: 3 clusters Score -2.895599e+07 nChanged 125296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129823 members 
Mstep: Class 2 contains 128650 members 
Entering Unmasked Estep 
Score: -29029238.000000 Penalty: 6181.422852
	Iteration 1F: 3 clusters Score -2.902924e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130769 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -29029952.000000 Penalty: 6181.422852
	Iteration 2Q: 3 clusters Score -2.902995e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132113 members 
Mstep: Class 2 contains 126360 members 
Entering Unmasked Estep 
Score: -29030888.000000 Penalty: 6181.422852
	Iteration 3Q: 3 clusters Score -2.903089e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 124244 members 
Entering Unmasked Estep 
Score: -29032300.000000 Penalty: 6181.422852
	Iteration 4Q: 3 clusters Score -2.90323e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137457 members 
Mstep: Class 2 contains 121016 members 
Entering Unmasked Estep 
Score: -29034492.000000 Penalty: 6181.422852
	Iteration 5Q: 3 clusters Score -2.903449e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142289 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -29038078.000000 Penalty: 6181.422852
	Iteration 6Q: 3 clusters Score -2.903808e+07 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -29043674.000000 Penalty: 6181.422852
	Iteration 7Q: 3 clusters Score -2.904367e+07 nChanged 15585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159106 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -29052840.000000 Penalty: 6181.422852
	Iteration 8F: 3 clusters Score -2.905284e+07 nChanged 18214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -29066998.000000 Penalty: 6181.422852
	Iteration 9F: 3 clusters Score -2.9067e+07 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182015 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -29083588.000000 Penalty: 6181.422852
	Iteration 10F: 3 clusters Score -2.908359e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189514 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -29095934.000000 Penalty: 6181.422852
	Iteration 11F: 3 clusters Score -2.909593e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194306 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -29102152.000000 Penalty: 6181.422852
	Iteration 12Q: 3 clusters Score -2.910215e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198303 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -29105602.000000 Penalty: 6181.422852
	Iteration 13Q: 3 clusters Score -2.91056e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202187 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -29108338.000000 Penalty: 6181.422852
	Iteration 14Q: 3 clusters Score -2.910834e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205942 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -29110572.000000 Penalty: 6181.422852
	Iteration 15Q: 3 clusters Score -2.911057e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209525 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -29112416.000000 Penalty: 6181.422852
	Iteration 16Q: 3 clusters Score -2.911242e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212764 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -29114116.000000 Penalty: 6181.422852
	Iteration 17Q: 3 clusters Score -2.911412e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215665 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -29115420.000000 Penalty: 6181.422852
	Iteration 18Q: 3 clusters Score -2.911542e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218349 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -29116702.000000 Penalty: 6181.422852
	Iteration 19Q: 3 clusters Score -2.91167e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220907 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -29117618.000000 Penalty: 6181.422852
	Iteration 20F: 3 clusters Score -2.911762e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223292 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -29117982.000000 Penalty: 6181.422852
	Iteration 21Q: 3 clusters Score -2.911798e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225456 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -29118140.000000 Penalty: 6181.422852
	Iteration 22Q: 3 clusters Score -2.911814e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227374 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -29118254.000000 Penalty: 6181.422852
	Iteration 23Q: 3 clusters Score -2.911825e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229163 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -29118372.000000 Penalty: 6181.422852
	Iteration 24Q: 3 clusters Score -2.911837e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230785 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -29118326.000000 Penalty: 6181.422852
	Iteration 25Q: 3 clusters Score -2.911833e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232247 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -29118348.000000 Penalty: 6181.422852
	Iteration 26Q: 3 clusters Score -2.911835e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233641 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -29118380.000000 Penalty: 6181.422852
	Iteration 27Q: 3 clusters Score -2.911838e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234897 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -29118210.000000 Penalty: 6181.422852
	Iteration 28Q: 3 clusters Score -2.911821e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236054 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -29118058.000000 Penalty: 6181.422852
	Iteration 29Q: 3 clusters Score -2.911806e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237118 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -29118064.000000 Penalty: 6181.422852
	Iteration 30Q: 3 clusters Score -2.911806e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238103 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -29117992.000000 Penalty: 6181.422852
	Iteration 31Q: 3 clusters Score -2.911799e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239034 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -29117918.000000 Penalty: 6181.422852
	Iteration 32Q: 3 clusters Score -2.911792e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239918 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -29117734.000000 Penalty: 6181.422852
	Iteration 33Q: 3 clusters Score -2.911773e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240704 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -29117660.000000 Penalty: 6181.422852
	Iteration 34Q: 3 clusters Score -2.911766e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241443 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -29117486.000000 Penalty: 6181.422852
	Iteration 35Q: 3 clusters Score -2.911749e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242153 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -29117432.000000 Penalty: 6181.422852
	Iteration 36Q: 3 clusters Score -2.911743e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242765 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -29117244.000000 Penalty: 6181.422852
	Iteration 37Q: 3 clusters Score -2.911724e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243334 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -29117182.000000 Penalty: 6181.422852
	Iteration 38Q: 3 clusters Score -2.911718e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243855 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -29117064.000000 Penalty: 6181.422852
	Iteration 39Q: 3 clusters Score -2.911706e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244350 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -29116898.000000 Penalty: 6181.422852
	Iteration 40F: 3 clusters Score -2.91169e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244801 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -29116868.000000 Penalty: 6181.422852
	Iteration 41Q: 3 clusters Score -2.911687e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245221 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -29116782.000000 Penalty: 6181.422852
	Iteration 42Q: 3 clusters Score -2.911678e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245573 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -29116668.000000 Penalty: 6181.422852
	Iteration 43Q: 3 clusters Score -2.911667e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245930 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -29116564.000000 Penalty: 6181.422852
	Iteration 44Q: 3 clusters Score -2.911656e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246279 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -29116524.000000 Penalty: 6181.422852
	Iteration 45Q: 3 clusters Score -2.911652e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246552 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -29116440.000000 Penalty: 6181.422852
	Iteration 46Q: 3 clusters Score -2.911644e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246798 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -29116422.000000 Penalty: 6181.422852
	Iteration 47Q: 3 clusters Score -2.911642e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247010 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -29116372.000000 Penalty: 6181.422852
	Iteration 48Q: 3 clusters Score -2.911637e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247234 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -29116348.000000 Penalty: 6181.422852
	Iteration 49Q: 3 clusters Score -2.911635e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247442 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -29116420.000000 Penalty: 6181.422852
	Iteration 50Q: 3 clusters Score -2.911642e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247640 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -29116336.000000 Penalty: 6181.422852
	Iteration 51Q: 3 clusters Score -2.911634e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247832 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -29116310.000000 Penalty: 6181.422852
	Iteration 52Q: 3 clusters Score -2.911631e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248018 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -29116274.000000 Penalty: 6181.422852
	Iteration 53Q: 3 clusters Score -2.911627e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248198 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -29116236.000000 Penalty: 6181.422852
	Iteration 54Q: 3 clusters Score -2.911624e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248366 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -29116164.000000 Penalty: 6181.422852
	Iteration 55Q: 3 clusters Score -2.911616e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248541 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -29116104.000000 Penalty: 6181.422852
	Iteration 56Q: 3 clusters Score -2.91161e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248700 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -29115976.000000 Penalty: 6181.422852
	Iteration 57Q: 3 clusters Score -2.911598e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248865 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -29115950.000000 Penalty: 6181.422852
	Iteration 58Q: 3 clusters Score -2.911595e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249018 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -29115888.000000 Penalty: 6181.422852
	Iteration 59Q: 3 clusters Score -2.911589e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249179 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -29115830.000000 Penalty: 6181.422852
	Iteration 60F: 3 clusters Score -2.911583e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249337 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -29115762.000000 Penalty: 6181.422852
	Iteration 61Q: 3 clusters Score -2.911576e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249478 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -29115732.000000 Penalty: 6181.422852
	Iteration 62Q: 3 clusters Score -2.911573e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249611 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -29115624.000000 Penalty: 6181.422852
	Iteration 63Q: 3 clusters Score -2.911562e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249720 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -29115618.000000 Penalty: 6181.422852
	Iteration 64Q: 3 clusters Score -2.911562e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249821 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -29115610.000000 Penalty: 6181.422852
	Iteration 65Q: 3 clusters Score -2.911561e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249916 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -29115572.000000 Penalty: 6181.422852
	Iteration 66Q: 3 clusters Score -2.911557e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250010 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -29115444.000000 Penalty: 6181.422852
	Iteration 67Q: 3 clusters Score -2.911544e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250104 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -29115418.000000 Penalty: 6181.422852
	Iteration 68Q: 3 clusters Score -2.911542e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250190 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -29115370.000000 Penalty: 6181.422852
	Iteration 69Q: 3 clusters Score -2.911537e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250269 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -29115370.000000 Penalty: 6181.422852
	Iteration 70Q: 3 clusters Score -2.911537e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250342 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -29115334.000000 Penalty: 6181.422852
	Iteration 71Q: 3 clusters Score -2.911533e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250419 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -29115262.000000 Penalty: 6181.422852
	Iteration 72Q: 3 clusters Score -2.911526e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250484 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -29115298.000000 Penalty: 6181.422852
	Iteration 73Q: 3 clusters Score -2.91153e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250540 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -29115290.000000 Penalty: 6181.422852
	Iteration 74Q: 3 clusters Score -2.911529e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250598 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -29115260.000000 Penalty: 6181.422852
	Iteration 75Q: 3 clusters Score -2.911526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250644 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -29115230.000000 Penalty: 6181.422852
	Iteration 76Q: 3 clusters Score -2.911523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250691 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -29115184.000000 Penalty: 6181.422852
	Iteration 77Q: 3 clusters Score -2.911518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250728 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -29115164.000000 Penalty: 6181.422852
	Iteration 78Q: 3 clusters Score -2.911516e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250771 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -29115110.000000 Penalty: 6181.422852
	Iteration 79Q: 3 clusters Score -2.911511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250812 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -29115092.000000 Penalty: 6181.422852
	Iteration 80F: 3 clusters Score -2.911509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250850 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -29115092.000000 Penalty: 6181.422852
	Iteration 81Q: 3 clusters Score -2.911509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250884 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -29115102.000000 Penalty: 6181.422852
	Iteration 82Q: 3 clusters Score -2.91151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250927 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -29115072.000000 Penalty: 6181.422852
	Iteration 83Q: 3 clusters Score -2.911507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250957 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -29115056.000000 Penalty: 6181.422852
	Iteration 84Q: 3 clusters Score -2.911506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250989 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -29115054.000000 Penalty: 6181.422852
	Iteration 85Q: 3 clusters Score -2.911505e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251024 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -29115090.000000 Penalty: 6181.422852
	Iteration 86Q: 3 clusters Score -2.911509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251052 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -29115082.000000 Penalty: 6181.422852
	Iteration 87Q: 3 clusters Score -2.911508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251075 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -29115060.000000 Penalty: 6181.422852
	Iteration 88Q: 3 clusters Score -2.911506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251093 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -29115058.000000 Penalty: 6181.422852
	Iteration 89Q: 3 clusters Score -2.911506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251116 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -29115026.000000 Penalty: 6181.422852
	Iteration 90Q: 3 clusters Score -2.911503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251137 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -29115010.000000 Penalty: 6181.422852
	Iteration 91Q: 3 clusters Score -2.911501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251159 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -29115024.000000 Penalty: 6181.422852
	Iteration 92Q: 3 clusters Score -2.911502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251178 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -29115024.000000 Penalty: 6181.422852
	Iteration 93Q: 3 clusters Score -2.911502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251198 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -29114980.000000 Penalty: 6181.422852
	Iteration 94Q: 3 clusters Score -2.911498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251214 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -29114978.000000 Penalty: 6181.422852
	Iteration 95Q: 3 clusters Score -2.911498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251228 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -29114976.000000 Penalty: 6181.422852
	Iteration 96Q: 3 clusters Score -2.911498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251240 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -29114956.000000 Penalty: 6181.422852
	Iteration 97Q: 3 clusters Score -2.911496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251256 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -29114944.000000 Penalty: 6181.422852
	Iteration 98Q: 3 clusters Score -2.911494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251267 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -29114932.000000 Penalty: 6181.422852
	Iteration 99Q: 3 clusters Score -2.911493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251276 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -29114918.000000 Penalty: 6181.422852
	Iteration 100F: 3 clusters Score -2.911492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251281 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -29114940.000000 Penalty: 6181.422852
	Iteration 101Q: 3 clusters Score -2.911494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251285 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -29114952.000000 Penalty: 6181.422852
	Iteration 102Q: 3 clusters Score -2.911495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251290 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -29114930.000000 Penalty: 6181.422852
	Iteration 103Q: 3 clusters Score -2.911493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251297 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -29114914.000000 Penalty: 6181.422852
	Iteration 104Q: 3 clusters Score -2.911491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251303 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -29114920.000000 Penalty: 6181.422852
	Iteration 105Q: 3 clusters Score -2.911492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251306 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -29114918.000000 Penalty: 6181.422852
	Iteration 106Q: 3 clusters Score -2.911492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251310 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -29114928.000000 Penalty: 6181.422852
	Iteration 107Q: 3 clusters Score -2.911493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251314 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -29114932.000000 Penalty: 6181.422852
	Iteration 108Q: 3 clusters Score -2.911493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251319 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -29114924.000000 Penalty: 6181.422852
	Iteration 109Q: 3 clusters Score -2.911492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251321 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -29114936.000000 Penalty: 6181.422852
	Iteration 110Q: 3 clusters Score -2.911494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251322 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -29114934.000000 Penalty: 6181.422852
	Iteration 111Q: 3 clusters Score -2.911493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251322 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -29114934.000000 Penalty: 6181.422852
	Iteration 112F: 3 clusters Score -2.911493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 44949 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 38457 members 
Mstep: Class 7 contains 12512 members 
Mstep: Class 10 contains 42572 members 
Mstep: Class 12 contains 251322 members 
Mstep: Class 13 contains 75199 members 
Mstep: Class 14 contains 61320 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 5664 members 
Mstep: Class 19 contains 229518 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 17949 members 
Entering Unmasked Estep 
Score: -88565032.000000 Penalty: 50573.437500
Splitting cluster 12 changes total score from -88563808.000000 to -88565032.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 13 (75199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Entering Unmasked Estep 
Score: -8495557.000000 Penalty: 2784.517334
	Iteration 0F: 2 clusters Score -8495557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -8444954.000000 Penalty: 5569.034668
	Iteration 0F: 3 clusters Score -8444954 nChanged 35333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -8465316.000000 Penalty: 5569.034668
	Iteration 1F: 3 clusters Score -8465316 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -8466364.000000 Penalty: 5569.034668
	Iteration 2Q: 3 clusters Score -8466364 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -8467796.000000 Penalty: 5569.034668
	Iteration 3Q: 3 clusters Score -8467796 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8469357.000000 Penalty: 5569.034668
	Iteration 4Q: 3 clusters Score -8469357 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -8470936.000000 Penalty: 5569.034668
	Iteration 5Q: 3 clusters Score -8470936 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -8472495.000000 Penalty: 5569.034668
	Iteration 6Q: 3 clusters Score -8472495 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -8474242.000000 Penalty: 5569.034668
	Iteration 7Q: 3 clusters Score -8474242 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -8476161.000000 Penalty: 5569.034668
	Iteration 8Q: 3 clusters Score -8476161 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8478312.000000 Penalty: 5569.034668
	Iteration 9Q: 3 clusters Score -8478312 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8480629.000000 Penalty: 5569.034668
	Iteration 10Q: 3 clusters Score -8480629 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -8482838.000000 Penalty: 5569.034668
	Iteration 11Q: 3 clusters Score -8482838 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -8484468.000000 Penalty: 5569.034668
	Iteration 12Q: 3 clusters Score -8484468 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -8485517.000000 Penalty: 5569.034668
	Iteration 13Q: 3 clusters Score -8485517 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -8486198.000000 Penalty: 5569.034668
	Iteration 14Q: 3 clusters Score -8486198 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -8486825.000000 Penalty: 5569.034668
	Iteration 15Q: 3 clusters Score -8486825 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -8487503.000000 Penalty: 5569.034668
	Iteration 16Q: 3 clusters Score -8487503 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -8488094.000000 Penalty: 5569.034668
	Iteration 17Q: 3 clusters Score -8488094 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -8488752.000000 Penalty: 5569.034668
	Iteration 18Q: 3 clusters Score -8488752 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -8489452.000000 Penalty: 5569.034668
	Iteration 19Q: 3 clusters Score -8489452 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -8490038.000000 Penalty: 5569.034668
	Iteration 20F: 3 clusters Score -8490038 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -8490565.000000 Penalty: 5569.034668
	Iteration 21Q: 3 clusters Score -8490565 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -8491017.000000 Penalty: 5569.034668
	Iteration 22Q: 3 clusters Score -8491017 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -8491446.000000 Penalty: 5569.034668
	Iteration 23Q: 3 clusters Score -8491446 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -8491799.000000 Penalty: 5569.034668
	Iteration 24Q: 3 clusters Score -8491799 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -8492098.000000 Penalty: 5569.034668
	Iteration 25Q: 3 clusters Score -8492098 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -8492395.000000 Penalty: 5569.034668
	Iteration 26Q: 3 clusters Score -8492395 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -8492711.000000 Penalty: 5569.034668
	Iteration 27Q: 3 clusters Score -8492711 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -8492918.000000 Penalty: 5569.034668
	Iteration 28Q: 3 clusters Score -8492918 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -8493118.000000 Penalty: 5569.034668
	Iteration 29Q: 3 clusters Score -8493118 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -8493372.000000 Penalty: 5569.034668
	Iteration 30Q: 3 clusters Score -8493372 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -8493664.000000 Penalty: 5569.034668
	Iteration 31Q: 3 clusters Score -8493664 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -8493957.000000 Penalty: 5569.034668
	Iteration 32Q: 3 clusters Score -8493957 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -8494217.000000 Penalty: 5569.034668
	Iteration 33Q: 3 clusters Score -8494217 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -8494509.000000 Penalty: 5569.034668
	Iteration 34Q: 3 clusters Score -8494509 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -8494652.000000 Penalty: 5569.034668
	Iteration 35Q: 3 clusters Score -8494652 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -8494751.000000 Penalty: 5569.034668
	Iteration 36Q: 3 clusters Score -8494751 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -8494817.000000 Penalty: 5569.034668
	Iteration 37Q: 3 clusters Score -8494817 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -8494841.000000 Penalty: 5569.034668
	Iteration 38Q: 3 clusters Score -8494841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -8494844.000000 Penalty: 5569.034668
	Iteration 39Q: 3 clusters Score -8494844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -8494856.000000 Penalty: 5569.034668
	Iteration 40F: 3 clusters Score -8494856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -8494857.000000 Penalty: 5569.034668
	Iteration 41Q: 3 clusters Score -8494857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -8494857.000000 Penalty: 5569.034668
	Iteration 42Q: 3 clusters Score -8494857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -8494861.000000 Penalty: 5569.034668
	Iteration 43Q: 3 clusters Score -8494861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -8494856.000000 Penalty: 5569.034668
	Iteration 44Q: 3 clusters Score -8494856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -8494850.000000 Penalty: 5569.034668
	Iteration 45Q: 3 clusters Score -8494850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -8494854.000000 Penalty: 5569.034668
	Iteration 46Q: 3 clusters Score -8494854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -8494847.000000 Penalty: 5569.034668
	Iteration 47Q: 3 clusters Score -8494847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -8494853.000000 Penalty: 5569.034668
	Iteration 48Q: 3 clusters Score -8494853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -8494846.000000 Penalty: 5569.034668
	Iteration 49Q: 3 clusters Score -8494846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -8494853.000000 Penalty: 5569.034668
	Iteration 50Q: 3 clusters Score -8494853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -8494851.000000 Penalty: 5569.034668
	Iteration 51Q: 3 clusters Score -8494851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -8494853.000000 Penalty: 5569.034668
	Iteration 52Q: 3 clusters Score -8494853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -8494849.000000 Penalty: 5569.034668
	Iteration 53Q: 3 clusters Score -8494849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -8494849.000000 Penalty: 5569.034668
	Iteration 54Q: 3 clusters Score -8494849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -8494858.000000 Penalty: 5569.034668
	Iteration 55Q: 3 clusters Score -8494858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -8494865.000000 Penalty: 5569.034668
	Iteration 56Q: 3 clusters Score -8494865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -8494870.000000 Penalty: 5569.034668
	Iteration 57Q: 3 clusters Score -8494870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -8494872.000000 Penalty: 5569.034668
	Iteration 58Q: 3 clusters Score -8494872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -8494867.000000 Penalty: 5569.034668
	Iteration 59Q: 3 clusters Score -8494867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -8494867.000000 Penalty: 5569.034668
	Iteration 60F: 3 clusters Score -8494867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Entering Unmasked Estep 
Score: -6942866.500000 Penalty: 2733.917480
	Iteration 0F: 2 clusters Score -6942866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6901748.000000 Penalty: 5467.834961
	Iteration 0F: 3 clusters Score -6901748 nChanged 28498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -6917683.500000 Penalty: 5467.834961
	Iteration 1F: 3 clusters Score -6917684 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -6918292.500000 Penalty: 5467.834961
	Iteration 2Q: 3 clusters Score -6918292 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -6918841.000000 Penalty: 5467.834961
	Iteration 3Q: 3 clusters Score -6918841 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -6919364.000000 Penalty: 5467.834961
	Iteration 4Q: 3 clusters Score -6919364 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -6919961.000000 Penalty: 5467.834961
	Iteration 5Q: 3 clusters Score -6919961 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -6920532.000000 Penalty: 5467.834961
	Iteration 6Q: 3 clusters Score -6920532 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -6921131.000000 Penalty: 5467.834961
	Iteration 7Q: 3 clusters Score -6921131 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -6921696.000000 Penalty: 5467.834961
	Iteration 8Q: 3 clusters Score -6921696 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -6922288.500000 Penalty: 5467.834961
	Iteration 9Q: 3 clusters Score -6922288 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -6922930.500000 Penalty: 5467.834961
	Iteration 10Q: 3 clusters Score -6922930 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -6923566.500000 Penalty: 5467.834961
	Iteration 11Q: 3 clusters Score -6923566 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6924407.500000 Penalty: 5467.834961
	Iteration 12Q: 3 clusters Score -6924408 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -6925464.000000 Penalty: 5467.834961
	Iteration 13Q: 3 clusters Score -6925464 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -6926912.000000 Penalty: 5467.834961
	Iteration 14Q: 3 clusters Score -6926912 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6928814.500000 Penalty: 5467.834961
	Iteration 15Q: 3 clusters Score -6928814 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -6930558.500000 Penalty: 5467.834961
	Iteration 16Q: 3 clusters Score -6930558 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -6932197.000000 Penalty: 5467.834961
	Iteration 17Q: 3 clusters Score -6932197 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6933694.500000 Penalty: 5467.834961
	Iteration 18Q: 3 clusters Score -6933694 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -6934986.500000 Penalty: 5467.834961
	Iteration 19Q: 3 clusters Score -6934986 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -6936048.000000 Penalty: 5467.834961
	Iteration 20F: 3 clusters Score -6936048 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -6936927.000000 Penalty: 5467.834961
	Iteration 21Q: 3 clusters Score -6936927 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -6937607.500000 Penalty: 5467.834961
	Iteration 22Q: 3 clusters Score -6937608 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -6938059.000000 Penalty: 5467.834961
	Iteration 23Q: 3 clusters Score -6938059 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -6938382.000000 Penalty: 5467.834961
	Iteration 24Q: 3 clusters Score -6938382 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -6938565.500000 Penalty: 5467.834961
	Iteration 25Q: 3 clusters Score -6938566 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -6938726.000000 Penalty: 5467.834961
	Iteration 26Q: 3 clusters Score -6938726 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -6938807.500000 Penalty: 5467.834961
	Iteration 27Q: 3 clusters Score -6938808 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -6938862.000000 Penalty: 5467.834961
	Iteration 28Q: 3 clusters Score -6938862 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6938917.500000 Penalty: 5467.834961
	Iteration 29Q: 3 clusters Score -6938918 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6938941.500000 Penalty: 5467.834961
	Iteration 30Q: 3 clusters Score -6938942 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -6938984.000000 Penalty: 5467.834961
	Iteration 31Q: 3 clusters Score -6938984 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -6938990.000000 Penalty: 5467.834961
	Iteration 32Q: 3 clusters Score -6938990 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -6939004.500000 Penalty: 5467.834961
	Iteration 33Q: 3 clusters Score -6939004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -6939016.500000 Penalty: 5467.834961
	Iteration 34Q: 3 clusters Score -6939016 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -6939050.500000 Penalty: 5467.834961
	Iteration 35Q: 3 clusters Score -6939050 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -6939069.000000 Penalty: 5467.834961
	Iteration 36Q: 3 clusters Score -6939069 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -6939099.500000 Penalty: 5467.834961
	Iteration 37Q: 3 clusters Score -6939100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -6939107.500000 Penalty: 5467.834961
	Iteration 38Q: 3 clusters Score -6939108 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -6939133.500000 Penalty: 5467.834961
	Iteration 39Q: 3 clusters Score -6939134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -6939165.000000 Penalty: 5467.834961
	Iteration 40F: 3 clusters Score -6939165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -6939171.500000 Penalty: 5467.834961
	Iteration 41Q: 3 clusters Score -6939172 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -6939176.500000 Penalty: 5467.834961
	Iteration 42Q: 3 clusters Score -6939176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -6939184.000000 Penalty: 5467.834961
	Iteration 43Q: 3 clusters Score -6939184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -6939183.500000 Penalty: 5467.834961
	Iteration 44Q: 3 clusters Score -6939184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -6939200.000000 Penalty: 5467.834961
	Iteration 45Q: 3 clusters Score -6939200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -6939216.000000 Penalty: 5467.834961
	Iteration 46Q: 3 clusters Score -6939216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -6939222.000000 Penalty: 5467.834961
	Iteration 47Q: 3 clusters Score -6939222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -6939228.000000 Penalty: 5467.834961
	Iteration 48Q: 3 clusters Score -6939228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -6939230.500000 Penalty: 5467.834961
	Iteration 49Q: 3 clusters Score -6939230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -6939235.500000 Penalty: 5467.834961
	Iteration 50Q: 3 clusters Score -6939236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -6939240.000000 Penalty: 5467.834961
	Iteration 51Q: 3 clusters Score -6939240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -6939236.500000 Penalty: 5467.834961
	Iteration 52Q: 3 clusters Score -6939236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -6939246.000000 Penalty: 5467.834961
	Iteration 53Q: 3 clusters Score -6939246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -6939282.500000 Penalty: 5467.834961
	Iteration 54Q: 3 clusters Score -6939282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -6939268.000000 Penalty: 5467.834961
	Iteration 55Q: 3 clusters Score -6939268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -6939255.500000 Penalty: 5467.834961
	Iteration 56Q: 3 clusters Score -6939256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6939276.000000 Penalty: 5467.834961
	Iteration 57Q: 3 clusters Score -6939276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -6939278.000000 Penalty: 5467.834961
	Iteration 58Q: 3 clusters Score -6939278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -6939285.000000 Penalty: 5467.834961
	Iteration 59Q: 3 clusters Score -6939285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -6939291.500000 Penalty: 5467.834961
	Iteration 60F: 3 clusters Score -6939292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -6939299.000000 Penalty: 5467.834961
	Iteration 61Q: 3 clusters Score -6939299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -6939298.000000 Penalty: 5467.834961
	Iteration 62Q: 3 clusters Score -6939298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6939313.500000 Penalty: 5467.834961
	Iteration 63Q: 3 clusters Score -6939314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -6939312.500000 Penalty: 5467.834961
	Iteration 64Q: 3 clusters Score -6939312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -6939335.500000 Penalty: 5467.834961
	Iteration 65Q: 3 clusters Score -6939336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -6939332.000000 Penalty: 5467.834961
	Iteration 66Q: 3 clusters Score -6939332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -6940494.000000 Penalty: 5467.834961
	Iteration 253Q: 3 clusters Score -6940494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6940496.000000 Penalty: 5467.834961
	Iteration 254Q: 3 clusters Score -6940496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6940503.500000 Penalty: 5467.834961
	Iteration 255Q: 3 clusters Score -6940504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6940514.500000 Penalty: 5467.834961
	Iteration 256Q: 3 clusters Score -6940514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6940516.500000 Penalty: 5467.834961
	Iteration 257Q: 3 clusters Score -6940516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6940522.500000 Penalty: 5467.834961
	Iteration 258Q: 3 clusters Score -6940522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6940531.500000 Penalty: 5467.834961
	Iteration 259Q: 3 clusters Score -6940532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6940538.500000 Penalty: 5467.834961
	Iteration 260F: 3 clusters Score -6940538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6940538.000000 Penalty: 5467.834961
	Iteration 261Q: 3 clusters Score -6940538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6940550.000000 Penalty: 5467.834961
	Iteration 262Q: 3 clusters Score -6940550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6940549.000000 Penalty: 5467.834961
	Iteration 263Q: 3 clusters Score -6940549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6940555.000000 Penalty: 5467.834961
	Iteration 264Q: 3 clusters Score -6940555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6940565.000000 Penalty: 5467.834961
	Iteration 265Q: 3 clusters Score -6940565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6940565.500000 Penalty: 5467.834961
	Iteration 266Q: 3 clusters Score -6940566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6940568.500000 Penalty: 5467.834961
	Iteration 267Q: 3 clusters Score -6940568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6940565.000000 Penalty: 5467.834961
	Iteration 268Q: 3 clusters Score -6940565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6940578.000000 Penalty: 5467.834961
	Iteration 269Q: 3 clusters Score -6940578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6940572.000000 Penalty: 5467.834961
	Iteration 270Q: 3 clusters Score -6940572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6940575.000000 Penalty: 5467.834961
	Iteration 271Q: 3 clusters Score -6940575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6940573.000000 Penalty: 5467.834961
	Iteration 272Q: 3 clusters Score -6940573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6940576.000000 Penalty: 5467.834961
	Iteration 273Q: 3 clusters Score -6940576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6940581.500000 Penalty: 5467.834961
	Iteration 274Q: 3 clusters Score -6940582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6940584.500000 Penalty: 5467.834961
	Iteration 275Q: 3 clusters Score -6940584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6940587.500000 Penalty: 5467.834961
	Iteration 276Q: 3 clusters Score -6940588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6940584.500000 Penalty: 5467.834961
	Iteration 277Q: 3 clusters Score -6940584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6940586.500000 Penalty: 5467.834961
	Iteration 278Q: 3 clusters Score -6940586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6940590.000000 Penalty: 5467.834961
	Iteration 279Q: 3 clusters Score -6940590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6940588.000000 Penalty: 5467.834961
	Iteration 280F: 3 clusters Score -6940588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6940589.500000 Penalty: 5467.834961
	Iteration 281Q: 3 clusters Score -6940590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6940589.500000 Penalty: 5467.834961
	Iteration 282Q: 3 clusters Score -6940590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6940589.500000 Penalty: 5467.834961
	Iteration 283F: 3 clusters Score -6940590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -231327.875000 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -231327.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -228635.203125 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -228635.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230928.531250 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -230928.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -233350.593750 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -233350.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -235139.078125 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -235139.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -236036.937500 Penalty: 3853.192383
	Iteration 4Q: 3 clusters Score -236036.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -236172.890625 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -236172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -236286.968750 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -236287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -236347.312500 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -236347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -236366.125000 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -236366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -236371.296875 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -236371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -236375.265625 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -236375.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -236375.265625 Penalty: 3853.192383
	Iteration 11F: 3 clusters Score -236375.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 44949 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 38457 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 12512 members 
Mstep: Class 10 contains 42572 members 
Mstep: Class 12 contains 251322 members 
Mstep: Class 13 contains 75199 members 
Mstep: Class 14 contains 61320 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 5664 members 
Mstep: Class 19 contains 229518 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 17949 members 
Entering Unmasked Estep 
Score: -88568560.000000 Penalty: 53945.000000
Splitting cluster 16 changes total score from -88563808.000000 to -88568560.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 17 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -643701.375000 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -643701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -638747.437500 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -638747.4 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -640021.187500 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -640021.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -640258.125000 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -640258.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -640421.125000 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -640421.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -640552.500000 Penalty: 4286.375488
	Iteration 4Q: 3 clusters Score -640552.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -640653.875000 Penalty: 4286.375488
	Iteration 5Q: 3 clusters Score -640653.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -640730.812500 Penalty: 4286.375488
	Iteration 6Q: 3 clusters Score -640730.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -640798.937500 Penalty: 4286.375488
	Iteration 7Q: 3 clusters Score -640798.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -640870.687500 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -640870.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -640933.562500 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -640933.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -640999.187500 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -640999.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -641061.437500 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -641061.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -641125.687500 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -641125.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -641184.437500 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -641184.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -641238.750000 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -641238.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -641281.812500 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -641281.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -641331.375000 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -641331.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -641373.562500 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -641373.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -641411.750000 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -641411.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -641449.375000 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -641449.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -641485.000000 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -641485 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -641518.937500 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -641518.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -641555.312500 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -641555.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -641596.437500 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -641596.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -641637.750000 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -641637.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -641668.500000 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -641668.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -641687.250000 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -641687.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -641703.437500 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -641703.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -641717.625000 Penalty: 4286.375488
	Iteration 28Q: 3 clusters Score -641717.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -641731.875000 Penalty: 4286.375488
	Iteration 29Q: 3 clusters Score -641731.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -641746.750000 Penalty: 4286.375488
	Iteration 30Q: 3 clusters Score -641746.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -641758.125000 Penalty: 4286.375488
	Iteration 31Q: 3 clusters Score -641758.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -641768.750000 Penalty: 4286.375488
	Iteration 32Q: 3 clusters Score -641768.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -641779.937500 Penalty: 4286.375488
	Iteration 33Q: 3 clusters Score -641779.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -641794.875000 Penalty: 4286.375488
	Iteration 34Q: 3 clusters Score -641794.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -641820.437500 Penalty: 4286.375488
	Iteration 35Q: 3 clusters Score -641820.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -641835.687500 Penalty: 4286.375488
	Iteration 36Q: 3 clusters Score -641835.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -641849.625000 Penalty: 4286.375488
	Iteration 37Q: 3 clusters Score -641849.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -641862.687500 Penalty: 4286.375488
	Iteration 38Q: 3 clusters Score -641862.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -641877.687500 Penalty: 4286.375488
	Iteration 39Q: 3 clusters Score -641877.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -641885.812500 Penalty: 4286.375488
	Iteration 40F: 3 clusters Score -641885.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -641900.562500 Penalty: 4286.375488
	Iteration 41Q: 3 clusters Score -641900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -641916.875000 Penalty: 4286.375488
	Iteration 42Q: 3 clusters Score -641916.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -641928.000000 Penalty: 4286.375488
	Iteration 43Q: 3 clusters Score -641928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -641939.875000 Penalty: 4286.375488
	Iteration 44Q: 3 clusters Score -641939.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -641945.687500 Penalty: 4286.375488
	Iteration 45Q: 3 clusters Score -641945.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -641950.812500 Penalty: 4286.375488
	Iteration 46Q: 3 clusters Score -641950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -641954.187500 Penalty: 4286.375488
	Iteration 47Q: 3 clusters Score -641954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -641964.312500 Penalty: 4286.375488
	Iteration 48Q: 3 clusters Score -641964.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -641972.187500 Penalty: 4286.375488
	Iteration 49Q: 3 clusters Score -641972.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -641978.187500 Penalty: 4286.375488
	Iteration 50Q: 3 clusters Score -641978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -641983.375000 Penalty: 4286.375488
	Iteration 51Q: 3 clusters Score -641983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -641988.000000 Penalty: 4286.375488
	Iteration 52Q: 3 clusters Score -641988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -641987.250000 Penalty: 4286.375488
	Iteration 53Q: 3 clusters Score -641987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -641989.562500 Penalty: 4286.375488
	Iteration 54Q: 3 clusters Score -641989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -641989.562500 Penalty: 4286.375488
	Iteration 55F: 3 clusters Score -641989.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (229518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229518 members 
Entering Unmasked Estep 
Score: -25671318.000000 Penalty: 3061.246582
	Iteration 0F: 2 clusters Score -2.567132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 114324 members 
Entering Unmasked Estep 
Score: -25525176.000000 Penalty: 6122.493164
	Iteration 0F: 3 clusters Score -2.552518e+07 nChanged 110738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122464 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -25591552.000000 Penalty: 6122.493164
	Iteration 1F: 3 clusters Score -2.559155e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -25594898.000000 Penalty: 6122.493164
	Iteration 2Q: 3 clusters Score -2.55949e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134098 members 
Mstep: Class 2 contains 95420 members 
Entering Unmasked Estep 
Score: -25599926.000000 Penalty: 6122.493164
	Iteration 3Q: 3 clusters Score -2.559993e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144050 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -25607792.000000 Penalty: 6122.493164
	Iteration 4F: 3 clusters Score -2.560779e+07 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -25618138.000000 Penalty: 6122.493164
	Iteration 5F: 3 clusters Score -2.561814e+07 nChanged 15816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -25629928.000000 Penalty: 6122.493164
	Iteration 6F: 3 clusters Score -2.562993e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182236 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -25640900.000000 Penalty: 6122.493164
	Iteration 7F: 3 clusters Score -2.56409e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190925 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -25648808.000000 Penalty: 6122.493164
	Iteration 8Q: 3 clusters Score -2.564881e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196624 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -25653736.000000 Penalty: 6122.493164
	Iteration 9Q: 3 clusters Score -2.565374e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200776 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -25657088.000000 Penalty: 6122.493164
	Iteration 10Q: 3 clusters Score -2.565709e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204284 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -25659524.000000 Penalty: 6122.493164
	Iteration 11Q: 3 clusters Score -2.565952e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207346 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -25661468.000000 Penalty: 6122.493164
	Iteration 12Q: 3 clusters Score -2.566147e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210150 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -25663482.000000 Penalty: 6122.493164
	Iteration 13Q: 3 clusters Score -2.566348e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212716 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -25665248.000000 Penalty: 6122.493164
	Iteration 14Q: 3 clusters Score -2.566525e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215001 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -25667044.000000 Penalty: 6122.493164
	Iteration 15Q: 3 clusters Score -2.566704e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216950 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -25668462.000000 Penalty: 6122.493164
	Iteration 16Q: 3 clusters Score -2.566846e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218604 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -25669722.000000 Penalty: 6122.493164
	Iteration 17Q: 3 clusters Score -2.566972e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219884 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -25670754.000000 Penalty: 6122.493164
	Iteration 18Q: 3 clusters Score -2.567075e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220863 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -25671072.000000 Penalty: 6122.493164
	Iteration 19Q: 3 clusters Score -2.567107e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221693 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -25671414.000000 Penalty: 6122.493164
	Iteration 20F: 3 clusters Score -2.567141e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222365 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -25671526.000000 Penalty: 6122.493164
	Iteration 21Q: 3 clusters Score -2.567153e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222896 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -25671572.000000 Penalty: 6122.493164
	Iteration 22Q: 3 clusters Score -2.567157e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223319 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -25671576.000000 Penalty: 6122.493164
	Iteration 23Q: 3 clusters Score -2.567158e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223634 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -25671546.000000 Penalty: 6122.493164
	Iteration 24Q: 3 clusters Score -2.567155e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223898 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -25671462.000000 Penalty: 6122.493164
	Iteration 25Q: 3 clusters Score -2.567146e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224131 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -25671432.000000 Penalty: 6122.493164
	Iteration 26Q: 3 clusters Score -2.567143e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224339 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -25671474.000000 Penalty: 6122.493164
	Iteration 27Q: 3 clusters Score -2.567147e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224515 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -25671412.000000 Penalty: 6122.493164
	Iteration 28Q: 3 clusters Score -2.567141e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224669 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -25671390.000000 Penalty: 6122.493164
	Iteration 29Q: 3 clusters Score -2.567139e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224801 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -25671376.000000 Penalty: 6122.493164
	Iteration 30Q: 3 clusters Score -2.567138e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224915 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -25671348.000000 Penalty: 6122.493164
	Iteration 31Q: 3 clusters Score -2.567135e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224996 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -25671344.000000 Penalty: 6122.493164
	Iteration 32Q: 3 clusters Score -2.567134e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225072 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -25671330.000000 Penalty: 6122.493164
	Iteration 33Q: 3 clusters Score -2.567133e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225151 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -25671310.000000 Penalty: 6122.493164
	Iteration 34Q: 3 clusters Score -2.567131e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225229 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -25671330.000000 Penalty: 6122.493164
	Iteration 35Q: 3 clusters Score -2.567133e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225283 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -25671328.000000 Penalty: 6122.493164
	Iteration 36Q: 3 clusters Score -2.567133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225338 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -25671300.000000 Penalty: 6122.493164
	Iteration 37Q: 3 clusters Score -2.56713e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225387 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -25671276.000000 Penalty: 6122.493164
	Iteration 38Q: 3 clusters Score -2.567128e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225438 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -25671254.000000 Penalty: 6122.493164
	Iteration 39Q: 3 clusters Score -2.567125e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225479 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -25671268.000000 Penalty: 6122.493164
	Iteration 40F: 3 clusters Score -2.567127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225511 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -25671252.000000 Penalty: 6122.493164
	Iteration 41Q: 3 clusters Score -2.567125e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225546 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -25671184.000000 Penalty: 6122.493164
	Iteration 42Q: 3 clusters Score -2.567118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225567 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -25671182.000000 Penalty: 6122.493164
	Iteration 43Q: 3 clusters Score -2.567118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225593 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -25671182.000000 Penalty: 6122.493164
	Iteration 44Q: 3 clusters Score -2.567118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225629 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -25671196.000000 Penalty: 6122.493164
	Iteration 45Q: 3 clusters Score -2.56712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225662 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -25671188.000000 Penalty: 6122.493164
	Iteration 46Q: 3 clusters Score -2.567119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225689 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -25671176.000000 Penalty: 6122.493164
	Iteration 47Q: 3 clusters Score -2.567118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225708 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -25671182.000000 Penalty: 6122.493164
	Iteration 48Q: 3 clusters Score -2.567118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225731 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -25671196.000000 Penalty: 6122.493164
	Iteration 49Q: 3 clusters Score -2.56712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225742 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -25671198.000000 Penalty: 6122.493164
	Iteration 50Q: 3 clusters Score -2.56712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225755 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -25671182.000000 Penalty: 6122.493164
	Iteration 51Q: 3 clusters Score -2.567118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225760 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -25671180.000000 Penalty: 6122.493164
	Iteration 52Q: 3 clusters Score -2.567118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225764 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -25671188.000000 Penalty: 6122.493164
	Iteration 53Q: 3 clusters Score -2.567119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225770 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -25671190.000000 Penalty: 6122.493164
	Iteration 54Q: 3 clusters Score -2.567119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225774 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -25671176.000000 Penalty: 6122.493164
	Iteration 55Q: 3 clusters Score -2.567118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225779 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -25671178.000000 Penalty: 6122.493164
	Iteration 56Q: 3 clusters Score -2.567118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225783 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -25671170.000000 Penalty: 6122.493164
	Iteration 57Q: 3 clusters Score -2.567117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225786 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -25671178.000000 Penalty: 6122.493164
	Iteration 58Q: 3 clusters Score -2.567118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -25671180.000000 Penalty: 6122.493164
	Iteration 59Q: 3 clusters Score -2.567118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225792 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -25671170.000000 Penalty: 6122.493164
	Iteration 60F: 3 clusters Score -2.567117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225794 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -25671182.000000 Penalty: 6122.493164
	Iteration 61Q: 3 clusters Score -2.567118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225798 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -25671168.000000 Penalty: 6122.493164
	Iteration 62Q: 3 clusters Score -2.567117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225798 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -25671168.000000 Penalty: 6122.493164
	Iteration 63F: 3 clusters Score -2.567117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Entering Unmasked Estep 
Score: -708909.625000 Penalty: 2160.356201
	Iteration 0F: 2 clusters Score -708909.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -703673.500000 Penalty: 4320.712402
	Iteration 0F: 3 clusters Score -703673.5 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -704998.750000 Penalty: 4320.712402
	Iteration 1F: 3 clusters Score -704998.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -705257.562500 Penalty: 4320.712402
	Iteration 2F: 3 clusters Score -705257.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -705428.687500 Penalty: 4320.712402
	Iteration 3F: 3 clusters Score -705428.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -705561.062500 Penalty: 4320.712402
	Iteration 4Q: 3 clusters Score -705561.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -705679.687500 Penalty: 4320.712402
	Iteration 5Q: 3 clusters Score -705679.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -705785.625000 Penalty: 4320.712402
	Iteration 6Q: 3 clusters Score -705785.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -705884.625000 Penalty: 4320.712402
	Iteration 7Q: 3 clusters Score -705884.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -705987.375000 Penalty: 4320.712402
	Iteration 8Q: 3 clusters Score -705987.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -706095.000000 Penalty: 4320.712402
	Iteration 9Q: 3 clusters Score -706095 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -706212.687500 Penalty: 4320.712402
	Iteration 10Q: 3 clusters Score -706212.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -706332.250000 Penalty: 4320.712402
	Iteration 11Q: 3 clusters Score -706332.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -706436.312500 Penalty: 4320.712402
	Iteration 12Q: 3 clusters Score -706436.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -706523.625000 Penalty: 4320.712402
	Iteration 13Q: 3 clusters Score -706523.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -706590.375000 Penalty: 4320.712402
	Iteration 14Q: 3 clusters Score -706590.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -706657.812500 Penalty: 4320.712402
	Iteration 15Q: 3 clusters Score -706657.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -706716.500000 Penalty: 4320.712402
	Iteration 16Q: 3 clusters Score -706716.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -706759.375000 Penalty: 4320.712402
	Iteration 17Q: 3 clusters Score -706759.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -706797.750000 Penalty: 4320.712402
	Iteration 18Q: 3 clusters Score -706797.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -706829.875000 Penalty: 4320.712402
	Iteration 19Q: 3 clusters Score -706829.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -706864.125000 Penalty: 4320.712402
	Iteration 20F: 3 clusters Score -706864.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -706886.625000 Penalty: 4320.712402
	Iteration 21Q: 3 clusters Score -706886.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -706907.125000 Penalty: 4320.712402
	Iteration 22Q: 3 clusters Score -706907.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -706917.937500 Penalty: 4320.712402
	Iteration 23Q: 3 clusters Score -706917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -706924.750000 Penalty: 4320.712402
	Iteration 24Q: 3 clusters Score -706924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -706934.125000 Penalty: 4320.712402
	Iteration 25Q: 3 clusters Score -706934.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -706946.875000 Penalty: 4320.712402
	Iteration 26Q: 3 clusters Score -706946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -706954.312500 Penalty: 4320.712402
	Iteration 27Q: 3 clusters Score -706954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -706958.812500 Penalty: 4320.712402
	Iteration 28Q: 3 clusters Score -706958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -706964.187500 Penalty: 4320.712402
	Iteration 29Q: 3 clusters Score -706964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -706968.000000 Penalty: 4320.712402
	Iteration 30Q: 3 clusters Score -706968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -706968.625000 Penalty: 4320.712402
	Iteration 31Q: 3 clusters Score -706968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -706973.062500 Penalty: 4320.712402
	Iteration 32Q: 3 clusters Score -706973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -706973.375000 Penalty: 4320.712402
	Iteration 33Q: 3 clusters Score -706973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -706974.062500 Penalty: 4320.712402
	Iteration 34Q: 3 clusters Score -706974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -706974.687500 Penalty: 4320.712402
	Iteration 35Q: 3 clusters Score -706974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -706976.000000 Penalty: 4320.712402
	Iteration 36Q: 3 clusters Score -706976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -706976.062500 Penalty: 4320.712402
	Iteration 37Q: 3 clusters Score -706976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -706976.062500 Penalty: 4320.712402
	Iteration 38F: 3 clusters Score -706976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Entering Unmasked Estep 
Score: -2034703.000000 Penalty: 2429.231934
	Iteration 0F: 2 clusters Score -2034703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2021959.750000 Penalty: 4858.463867
	Iteration 0F: 3 clusters Score -2021960 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2026128.625000 Penalty: 4858.463867
	Iteration 1F: 3 clusters Score -2026129 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2026486.375000 Penalty: 4858.463867
	Iteration 2F: 3 clusters Score -2026486 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2026769.875000 Penalty: 4858.463867
	Iteration 3Q: 3 clusters Score -2026770 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2027029.625000 Penalty: 4858.463867
	Iteration 4Q: 3 clusters Score -2027030 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2027285.125000 Penalty: 4858.463867
	Iteration 5Q: 3 clusters Score -2027285 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2027511.375000 Penalty: 4858.463867
	Iteration 6Q: 3 clusters Score -2027511 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2027767.125000 Penalty: 4858.463867
	Iteration 7Q: 3 clusters Score -2027767 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2028129.000000 Penalty: 4858.463867
	Iteration 8Q: 3 clusters Score -2028129 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2028622.750000 Penalty: 4858.463867
	Iteration 9Q: 3 clusters Score -2028623 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2029181.500000 Penalty: 4858.463867
	Iteration 10Q: 3 clusters Score -2029182 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2029713.750000 Penalty: 4858.463867
	Iteration 11Q: 3 clusters Score -2029714 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2030107.125000 Penalty: 4858.463867
	Iteration 12Q: 3 clusters Score -2030107 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2030429.000000 Penalty: 4858.463867
	Iteration 13Q: 3 clusters Score -2030429 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2030676.000000 Penalty: 4858.463867
	Iteration 14Q: 3 clusters Score -2030676 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2030882.625000 Penalty: 4858.463867
	Iteration 15Q: 3 clusters Score -2030883 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2031013.000000 Penalty: 4858.463867
	Iteration 16Q: 3 clusters Score -2031013 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2031132.000000 Penalty: 4858.463867
	Iteration 17Q: 3 clusters Score -2031132 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2031210.000000 Penalty: 4858.463867
	Iteration 18Q: 3 clusters Score -2031210 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2031266.375000 Penalty: 4858.463867
	Iteration 19Q: 3 clusters Score -2031266 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2031324.000000 Penalty: 4858.463867
	Iteration 20F: 3 clusters Score -2031324 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2031354.375000 Penalty: 4858.463867
	Iteration 21Q: 3 clusters Score -2031354 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2031379.500000 Penalty: 4858.463867
	Iteration 22Q: 3 clusters Score -2031380 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2031402.500000 Penalty: 4858.463867
	Iteration 23Q: 3 clusters Score -2031402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2031427.750000 Penalty: 4858.463867
	Iteration 24Q: 3 clusters Score -2031428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2031442.750000 Penalty: 4858.463867
	Iteration 25Q: 3 clusters Score -2031443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2031460.125000 Penalty: 4858.463867
	Iteration 26Q: 3 clusters Score -2031460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2031475.625000 Penalty: 4858.463867
	Iteration 27Q: 3 clusters Score -2031476 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2031488.875000 Penalty: 4858.463867
	Iteration 28Q: 3 clusters Score -2031489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2031501.625000 Penalty: 4858.463867
	Iteration 29Q: 3 clusters Score -2031502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2031511.250000 Penalty: 4858.463867
	Iteration 30Q: 3 clusters Score -2031511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2031517.000000 Penalty: 4858.463867
	Iteration 31Q: 3 clusters Score -2031517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2031524.625000 Penalty: 4858.463867
	Iteration 32Q: 3 clusters Score -2031525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2031540.875000 Penalty: 4858.463867
	Iteration 33Q: 3 clusters Score -2031541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2031558.125000 Penalty: 4858.463867
	Iteration 34Q: 3 clusters Score -2031558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2031575.625000 Penalty: 4858.463867
	Iteration 35Q: 3 clusters Score -2031576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2031587.125000 Penalty: 4858.463867
	Iteration 36Q: 3 clusters Score -2031587 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2031602.000000 Penalty: 4858.463867
	Iteration 37Q: 3 clusters Score -2031602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2031607.500000 Penalty: 4858.463867
	Iteration 38Q: 3 clusters Score -2031608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2031621.875000 Penalty: 4858.463867
	Iteration 39Q: 3 clusters Score -2031622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2031626.000000 Penalty: 4858.463867
	Iteration 40F: 3 clusters Score -2031626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2031637.875000 Penalty: 4858.463867
	Iteration 41Q: 3 clusters Score -2031638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2031638.625000 Penalty: 4858.463867
	Iteration 42Q: 3 clusters Score -2031639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2031651.875000 Penalty: 4858.463867
	Iteration 43Q: 3 clusters Score -2031652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2031659.875000 Penalty: 4858.463867
	Iteration 44Q: 3 clusters Score -2031660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2031666.500000 Penalty: 4858.463867
	Iteration 45Q: 3 clusters Score -2031666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2031680.375000 Penalty: 4858.463867
	Iteration 46Q: 3 clusters Score -2031680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2031686.125000 Penalty: 4858.463867
	Iteration 47Q: 3 clusters Score -2031686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2031698.500000 Penalty: 4858.463867
	Iteration 48Q: 3 clusters Score -2031698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2031710.375000 Penalty: 4858.463867
	Iteration 49Q: 3 clusters Score -2031710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2031710.500000 Penalty: 4858.463867
	Iteration 50Q: 3 clusters Score -2031710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2031717.250000 Penalty: 4858.463867
	Iteration 51Q: 3 clusters Score -2031717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2031726.250000 Penalty: 4858.463867
	Iteration 52Q: 3 clusters Score -2031726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2031731.000000 Penalty: 4858.463867
	Iteration 53Q: 3 clusters Score -2031731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2031730.250000 Penalty: 4858.463867
	Iteration 54Q: 3 clusters Score -2031730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2031728.375000 Penalty: 4858.463867
	Iteration 55Q: 3 clusters Score -2031728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2031729.625000 Penalty: 4858.463867
	Iteration 56Q: 3 clusters Score -2031730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2031732.875000 Penalty: 4858.463867
	Iteration 57Q: 3 clusters Score -2031733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2031735.125000 Penalty: 4858.463867
	Iteration 58Q: 3 clusters Score -2031735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2031733.375000 Penalty: 4858.463867
	Iteration 59Q: 3 clusters Score -2031733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2031734.625000 Penalty: 4858.463867
	Iteration 60F: 3 clusters Score -2031735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2031732.500000 Penalty: 4858.463867
	Iteration 61Q: 3 clusters Score -2031732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2031729.750000 Penalty: 4858.463867
	Iteration 62Q: 3 clusters Score -2031730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2031733.375000 Penalty: 4858.463867
	Iteration 63Q: 3 clusters Score -2031733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2031732.000000 Penalty: 4858.463867
	Iteration 64Q: 3 clusters Score -2031732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2031733.750000 Penalty: 4858.463867
	Iteration 65Q: 3 clusters Score -2031734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2031733.250000 Penalty: 4858.463867
	Iteration 66Q: 3 clusters Score -2031733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2031734.500000 Penalty: 4858.463867
	Iteration 67Q: 3 clusters Score -2031734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2031737.750000 Penalty: 4858.463867
	Iteration 68Q: 3 clusters Score -2031738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2031736.000000 Penalty: 4858.463867
	Iteration 69Q: 3 clusters Score -2031736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2031735.375000 Penalty: 4858.463867
	Iteration 70Q: 3 clusters Score -2031735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2031736.000000 Penalty: 4858.463867
	Iteration 71Q: 3 clusters Score -2031736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2031736.000000 Penalty: 4858.463867
	Iteration 72F: 3 clusters Score -2031736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 3 contains 44949 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 38457 members 
Mstep: Class 7 contains 12512 members 
Mstep: Class 10 contains 42572 members 
Mstep: Class 12 contains 251322 members 
Mstep: Class 13 contains 75199 members 
Mstep: Class 14 contains 61320 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 5664 members 
Mstep: Class 19 contains 229518 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 17949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569968.000000 Penalty: 53945.000000
Iteration 79Q: 17 clusters Score -8.856997e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 44677 members 
Mstep: Class 4 contains 5533 members 
Mstep: Class 5 contains 38284 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 12538 members 
Mstep: Class 10 contains 42438 members 
Mstep: Class 12 contains 251533 members 
Mstep: Class 13 contains 74894 members 
Mstep: Class 14 contains 61010 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 19 contains 229456 members 
Mstep: Class 20 contains 6079 members 
Mstep: Class 21 contains 17900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571328.000000 Penalty: 53945.000000
Iteration 80F: 17 clusters Score -8.857133e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8733 members 
Mstep: Class 3 contains 44204 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 38170 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 10 contains 42270 members 
Mstep: Class 12 contains 252080 members 
Mstep: Class 13 contains 74624 members 
Mstep: Class 14 contains 60732 members 
Mstep: Class 16 contains 1905 members 
Mstep: Class 17 contains 5727 members 
Mstep: Class 19 contains 229182 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 17857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572200.000000 Penalty: 53945.000000
Iteration 81Q: 17 clusters Score -8.85722e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9373 members 
Mstep: Class 3 contains 43647 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 38084 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 10 contains 42183 members 
Mstep: Class 12 contains 252579 members 
Mstep: Class 13 contains 74450 members 
Mstep: Class 14 contains 60501 members 
Mstep: Class 16 contains 1920 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 19 contains 229010 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 17817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572648.000000 Penalty: 53945.000000
Iteration 82Q: 17 clusters Score -8.857265e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 43076 members 
Mstep: Class 4 contains 5775 members 
Mstep: Class 5 contains 38033 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 10 contains 42128 members 
Mstep: Class 12 contains 253002 members 
Mstep: Class 13 contains 74256 members 
Mstep: Class 14 contains 60302 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 19 contains 228885 members 
Mstep: Class 20 contains 6117 members 
Mstep: Class 21 contains 17795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573024.000000 Penalty: 53945.000000
Iteration 83Q: 17 clusters Score -8.857302e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10613 members 
Mstep: Class 3 contains 42519 members 
Mstep: Class 4 contains 5812 members 
Mstep: Class 5 contains 38013 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12696 members 
Mstep: Class 10 contains 42088 members 
Mstep: Class 12 contains 253292 members 
Mstep: Class 13 contains 74092 members 
Mstep: Class 14 contains 60133 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 19 contains 228836 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 17780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573040.000000 Penalty: 53945.000000
Iteration 84Q: 17 clusters Score -8.857304e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 41966 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 38008 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 12 contains 253537 members 
Mstep: Class 13 contains 73944 members 
Mstep: Class 14 contains 60007 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 19 contains 228748 members 
Mstep: Class 20 contains 6147 members 
Mstep: Class 21 contains 17785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 17 clusters Score -8.857295e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11825 members 
Mstep: Class 3 contains 41380 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 37996 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12778 members 
Mstep: Class 10 contains 42043 members 
Mstep: Class 12 contains 253737 members 
Mstep: Class 13 contains 73793 members 
Mstep: Class 14 contains 59874 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 17784 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 17 clusters Score -8.857298e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 40755 members 
Mstep: Class 4 contains 5881 members 
Mstep: Class 5 contains 37978 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12821 members 
Mstep: Class 10 contains 42044 members 
Mstep: Class 12 contains 253891 members 
Mstep: Class 13 contains 73609 members 
Mstep: Class 14 contains 59737 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 19 contains 228830 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 17785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573136.000000 Penalty: 53945.000000
Iteration 87Q: 17 clusters Score -8.857314e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13056 members 
Mstep: Class 3 contains 40169 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 37959 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12865 members 
Mstep: Class 10 contains 42042 members 
Mstep: Class 12 contains 253956 members 
Mstep: Class 13 contains 73453 members 
Mstep: Class 14 contains 59616 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 5861 members 
Mstep: Class 19 contains 228945 members 
Mstep: Class 20 contains 6174 members 
Mstep: Class 21 contains 17788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573592.000000 Penalty: 53945.000000
Iteration 88Q: 17 clusters Score -8.857359e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13654 members 
Mstep: Class 3 contains 39589 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 37948 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12892 members 
Mstep: Class 10 contains 42041 members 
Mstep: Class 12 contains 253992 members 
Mstep: Class 13 contains 73321 members 
Mstep: Class 14 contains 59528 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 5878 members 
Mstep: Class 19 contains 229056 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 17788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573632.000000 Penalty: 53945.000000
Iteration 89Q: 17 clusters Score -8.857363e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 39020 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 37945 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12914 members 
Mstep: Class 10 contains 42045 members 
Mstep: Class 12 contains 254013 members 
Mstep: Class 13 contains 73144 members 
Mstep: Class 14 contains 59445 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 19 contains 229203 members 
Mstep: Class 20 contains 6186 members 
Mstep: Class 21 contains 17810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573880.000000 Penalty: 53945.000000
Iteration 90Q: 17 clusters Score -8.857388e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14845 members 
Mstep: Class 3 contains 38453 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12932 members 
Mstep: Class 10 contains 42039 members 
Mstep: Class 12 contains 254038 members 
Mstep: Class 13 contains 72932 members 
Mstep: Class 14 contains 59373 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 19 contains 229343 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 17845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573816.000000 Penalty: 53945.000000
Iteration 91Q: 17 clusters Score -8.857382e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15461 members 
Mstep: Class 3 contains 37886 members 
Mstep: Class 4 contains 5934 members 
Mstep: Class 5 contains 37930 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12948 members 
Mstep: Class 10 contains 42035 members 
Mstep: Class 12 contains 254042 members 
Mstep: Class 13 contains 72674 members 
Mstep: Class 14 contains 59311 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 19 contains 229552 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 17863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574096.000000 Penalty: 53945.000000
Iteration 92Q: 17 clusters Score -8.85741e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16059 members 
Mstep: Class 3 contains 37342 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 37913 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12964 members 
Mstep: Class 10 contains 42030 members 
Mstep: Class 12 contains 254026 members 
Mstep: Class 13 contains 72437 members 
Mstep: Class 14 contains 59246 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 5958 members 
Mstep: Class 19 contains 229749 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 17902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574064.000000 Penalty: 53945.000000
Iteration 93Q: 17 clusters Score -8.857406e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16619 members 
Mstep: Class 3 contains 36843 members 
Mstep: Class 4 contains 5950 members 
Mstep: Class 5 contains 37894 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12975 members 
Mstep: Class 10 contains 42033 members 
Mstep: Class 12 contains 254049 members 
Mstep: Class 13 contains 72133 members 
Mstep: Class 14 contains 59202 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 5966 members 
Mstep: Class 19 contains 229949 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 17945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574120.000000 Penalty: 53945.000000
Iteration 94Q: 17 clusters Score -8.857412e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17126 members 
Mstep: Class 3 contains 36439 members 
Mstep: Class 4 contains 5955 members 
Mstep: Class 5 contains 37892 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 12990 members 
Mstep: Class 10 contains 42037 members 
Mstep: Class 12 contains 254021 members 
Mstep: Class 13 contains 71790 members 
Mstep: Class 14 contains 59175 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 19 contains 230157 members 
Mstep: Class 20 contains 6220 members 
Mstep: Class 21 contains 17992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574408.000000 Penalty: 53945.000000
Iteration 95Q: 17 clusters Score -8.857441e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17568 members 
Mstep: Class 3 contains 36119 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 37890 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 10 contains 42042 members 
Mstep: Class 12 contains 253963 members 
Mstep: Class 13 contains 71399 members 
Mstep: Class 14 contains 59142 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 5987 members 
Mstep: Class 19 contains 230406 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 18058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574480.000000 Penalty: 53945.000000
Iteration 96Q: 17 clusters Score -8.857448e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17971 members 
Mstep: Class 3 contains 35859 members 
Mstep: Class 4 contains 5949 members 
Mstep: Class 5 contains 37884 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13025 members 
Mstep: Class 10 contains 42038 members 
Mstep: Class 12 contains 253900 members 
Mstep: Class 13 contains 70977 members 
Mstep: Class 14 contains 59121 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 19 contains 230675 members 
Mstep: Class 20 contains 6253 members 
Mstep: Class 21 contains 18112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574576.000000 Penalty: 53945.000000
Iteration 97Q: 17 clusters Score -8.857458e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 35645 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 37889 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13043 members 
Mstep: Class 10 contains 42039 members 
Mstep: Class 12 contains 253874 members 
Mstep: Class 13 contains 70498 members 
Mstep: Class 14 contains 59078 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 19 contains 230969 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 18171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574840.000000 Penalty: 53945.000000
Iteration 98Q: 17 clusters Score -8.857484e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 35475 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 37877 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13059 members 
Mstep: Class 10 contains 42059 members 
Mstep: Class 12 contains 253935 members 
Mstep: Class 13 contains 70019 members 
Mstep: Class 14 contains 59036 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 19 contains 231144 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 18257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574912.000000 Penalty: 53945.000000
Iteration 99Q: 17 clusters Score -8.857491e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18877 members 
Mstep: Class 3 contains 35349 members 
Mstep: Class 4 contains 5957 members 
Mstep: Class 5 contains 37873 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13070 members 
Mstep: Class 10 contains 42058 members 
Mstep: Class 12 contains 253998 members 
Mstep: Class 13 contains 69558 members 
Mstep: Class 14 contains 59009 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 19 contains 231277 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 18352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574856.000000 Penalty: 53945.000000
Iteration 100F: 17 clusters Score -8.857486e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19429 members 
Mstep: Class 3 contains 34937 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13082 members 
Mstep: Class 10 contains 42054 members 
Mstep: Class 12 contains 254047 members 
Mstep: Class 13 contains 69083 members 
Mstep: Class 14 contains 58994 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 19 contains 231444 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575040.000000 Penalty: 53945.000000
Iteration 101Q: 17 clusters Score -8.857504e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19996 members 
Mstep: Class 3 contains 34516 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 37867 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13095 members 
Mstep: Class 10 contains 42047 members 
Mstep: Class 12 contains 254112 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 58968 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 19 contains 231568 members 
Mstep: Class 20 contains 6402 members 
Mstep: Class 21 contains 18564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575032.000000 Penalty: 53945.000000
Iteration 102Q: 17 clusters Score -8.857503e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20558 members 
Mstep: Class 3 contains 34095 members 
Mstep: Class 4 contains 5980 members 
Mstep: Class 5 contains 37881 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13112 members 
Mstep: Class 10 contains 42034 members 
Mstep: Class 12 contains 254216 members 
Mstep: Class 13 contains 68135 members 
Mstep: Class 14 contains 58939 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 19 contains 231621 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 18687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575256.000000 Penalty: 53945.000000
Iteration 103Q: 17 clusters Score -8.857526e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21143 members 
Mstep: Class 3 contains 33651 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 37871 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13127 members 
Mstep: Class 10 contains 42031 members 
Mstep: Class 12 contains 254305 members 
Mstep: Class 13 contains 67689 members 
Mstep: Class 14 contains 58917 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 19 contains 231706 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 18803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575728.000000 Penalty: 53945.000000
Iteration 104Q: 17 clusters Score -8.857573e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21736 members 
Mstep: Class 3 contains 33182 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 37867 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13149 members 
Mstep: Class 10 contains 42029 members 
Mstep: Class 12 contains 254354 members 
Mstep: Class 13 contains 67285 members 
Mstep: Class 14 contains 58892 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 19 contains 231784 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 18943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575904.000000 Penalty: 53945.000000
Iteration 105Q: 17 clusters Score -8.85759e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 22365 members 
Mstep: Class 3 contains 32682 members 
Mstep: Class 4 contains 5978 members 
Mstep: Class 5 contains 37853 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13163 members 
Mstep: Class 10 contains 42021 members 
Mstep: Class 12 contains 254420 members 
Mstep: Class 13 contains 66836 members 
Mstep: Class 14 contains 58901 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6052 members 
Mstep: Class 19 contains 231870 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 19101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575760.000000 Penalty: 53945.000000
Iteration 106Q: 17 clusters Score -8.857576e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22953 members 
Mstep: Class 3 contains 32221 members 
Mstep: Class 4 contains 5981 members 
Mstep: Class 5 contains 37838 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 10 contains 42014 members 
Mstep: Class 12 contains 254508 members 
Mstep: Class 13 contains 66357 members 
Mstep: Class 14 contains 58911 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 19 contains 231922 members 
Mstep: Class 20 contains 6544 members 
Mstep: Class 21 contains 19279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576056.000000 Penalty: 53945.000000
Iteration 107Q: 17 clusters Score -8.857606e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 23543 members 
Mstep: Class 3 contains 31794 members 
Mstep: Class 4 contains 5990 members 
Mstep: Class 5 contains 37833 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 10 contains 42023 members 
Mstep: Class 12 contains 254531 members 
Mstep: Class 13 contains 65813 members 
Mstep: Class 14 contains 58912 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 19 contains 232043 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 21 contains 19461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576472.000000 Penalty: 53945.000000
Iteration 108Q: 17 clusters Score -8.857647e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24067 members 
Mstep: Class 3 contains 31410 members 
Mstep: Class 4 contains 5998 members 
Mstep: Class 5 contains 37816 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13195 members 
Mstep: Class 10 contains 42038 members 
Mstep: Class 12 contains 254582 members 
Mstep: Class 13 contains 65303 members 
Mstep: Class 14 contains 58898 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 19 contains 232106 members 
Mstep: Class 20 contains 6602 members 
Mstep: Class 21 contains 19669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576904.000000 Penalty: 53945.000000
Iteration 109Q: 17 clusters Score -8.85769e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24627 members 
Mstep: Class 3 contains 30999 members 
Mstep: Class 4 contains 6021 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13218 members 
Mstep: Class 10 contains 42048 members 
Mstep: Class 12 contains 254686 members 
Mstep: Class 13 contains 64737 members 
Mstep: Class 14 contains 58852 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 19 contains 232152 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 19883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577256.000000 Penalty: 53945.000000
Iteration 110Q: 17 clusters Score -8.857726e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25159 members 
Mstep: Class 3 contains 30614 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 5 contains 37819 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13235 members 
Mstep: Class 10 contains 42054 members 
Mstep: Class 12 contains 254774 members 
Mstep: Class 13 contains 64183 members 
Mstep: Class 14 contains 58807 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 19 contains 232196 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 20107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577736.000000 Penalty: 53945.000000
Iteration 111Q: 17 clusters Score -8.857774e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25685 members 
Mstep: Class 3 contains 30264 members 
Mstep: Class 4 contains 6056 members 
Mstep: Class 5 contains 37819 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 10 contains 42068 members 
Mstep: Class 12 contains 254786 members 
Mstep: Class 13 contains 63659 members 
Mstep: Class 14 contains 58769 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 19 contains 232241 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578440.000000 Penalty: 53945.000000
Iteration 112Q: 17 clusters Score -8.857844e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26260 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 4 contains 6071 members 
Mstep: Class 5 contains 37813 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13259 members 
Mstep: Class 10 contains 42067 members 
Mstep: Class 12 contains 254767 members 
Mstep: Class 13 contains 63166 members 
Mstep: Class 14 contains 58722 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 19 contains 232255 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 20614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578408.000000 Penalty: 53945.000000
Iteration 113Q: 17 clusters Score -8.857841e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26828 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 37795 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 12 contains 254734 members 
Mstep: Class 13 contains 62704 members 
Mstep: Class 14 contains 58700 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 19 contains 232226 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 20902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578792.000000 Penalty: 53945.000000
Iteration 114Q: 17 clusters Score -8.857879e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 27337 members 
Mstep: Class 3 contains 29214 members 
Mstep: Class 4 contains 6105 members 
Mstep: Class 5 contains 37763 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 10 contains 42061 members 
Mstep: Class 12 contains 254689 members 
Mstep: Class 13 contains 62264 members 
Mstep: Class 14 contains 58669 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 19 contains 232194 members 
Mstep: Class 20 contains 6877 members 
Mstep: Class 21 contains 21196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579080.000000 Penalty: 53945.000000
Iteration 115Q: 17 clusters Score -8.857908e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 28937 members 
Mstep: Class 4 contains 6116 members 
Mstep: Class 5 contains 37738 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 10 contains 42069 members 
Mstep: Class 12 contains 254685 members 
Mstep: Class 13 contains 61827 members 
Mstep: Class 14 contains 58649 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 19 contains 232084 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 21498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579736.000000 Penalty: 53945.000000
Iteration 116Q: 17 clusters Score -8.857974e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28247 members 
Mstep: Class 3 contains 28695 members 
Mstep: Class 4 contains 6128 members 
Mstep: Class 5 contains 37716 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13279 members 
Mstep: Class 10 contains 42070 members 
Mstep: Class 12 contains 254703 members 
Mstep: Class 13 contains 61385 members 
Mstep: Class 14 contains 58606 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 19 contains 231986 members 
Mstep: Class 20 contains 6970 members 
Mstep: Class 21 contains 21812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580120.000000 Penalty: 53945.000000
Iteration 117Q: 17 clusters Score -8.858012e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28633 members 
Mstep: Class 3 contains 28488 members 
Mstep: Class 4 contains 6146 members 
Mstep: Class 5 contains 37710 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 10 contains 42056 members 
Mstep: Class 12 contains 254669 members 
Mstep: Class 13 contains 60924 members 
Mstep: Class 14 contains 58568 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 19 contains 231947 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 22143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580344.000000 Penalty: 53945.000000
Iteration 118Q: 17 clusters Score -8.858034e+07 nChanged 2297
Entering ConstructFrom: 
Score: -88580344.000000 Penalty: 53945.000000
Entering ConstructFrom: 
Trying to split cluster 1 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -205983.843750 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -205983.8 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 938 members 
Entering Unmasked Estep 
Score: -203435.750000 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -203435.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -203915.171875 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -203915.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204057.828125 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -204057.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204164.015625 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -204164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204286.250000 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -204286.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -204425.843750 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -204425.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -204557.109375 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -204557.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -204617.031250 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -204617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -204658.500000 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -204658.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -204699.296875 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -204699.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -204735.578125 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -204735.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -204760.406250 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -204760.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -204785.359375 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -204785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204803.843750 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -204803.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -204814.921875 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -204814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -204826.250000 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -204826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -204837.843750 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -204837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -204849.421875 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -204849.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -204864.625000 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -204864.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204876.046875 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -204876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -204885.437500 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -204885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204894.531250 Penalty: 3742.775391
	Iteration 21Q: 3 clusters Score -204894.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -204903.328125 Penalty: 3742.775391
	Iteration 22Q: 3 clusters Score -204903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -204908.296875 Penalty: 3742.775391
	Iteration 23Q: 3 clusters Score -204908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -204911.765625 Penalty: 3742.775391
	Iteration 24Q: 3 clusters Score -204911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -204917.687500 Penalty: 3742.775391
	Iteration 25Q: 3 clusters Score -204917.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -204924.625000 Penalty: 3742.775391
	Iteration 26Q: 3 clusters Score -204924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -204928.812500 Penalty: 3742.775391
	Iteration 27Q: 3 clusters Score -204928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -204935.328125 Penalty: 3742.775391
	Iteration 28Q: 3 clusters Score -204935.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -204940.515625 Penalty: 3742.775391
	Iteration 29Q: 3 clusters Score -204940.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -204944.843750 Penalty: 3742.775391
	Iteration 30Q: 3 clusters Score -204944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -204947.250000 Penalty: 3742.775391
	Iteration 31Q: 3 clusters Score -204947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -204950.812500 Penalty: 3742.775391
	Iteration 32Q: 3 clusters Score -204950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -204953.609375 Penalty: 3742.775391
	Iteration 33Q: 3 clusters Score -204953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -204956.484375 Penalty: 3742.775391
	Iteration 34Q: 3 clusters Score -204956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -204961.156250 Penalty: 3742.775391
	Iteration 35Q: 3 clusters Score -204961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -204966.406250 Penalty: 3742.775391
	Iteration 36Q: 3 clusters Score -204966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -204970.812500 Penalty: 3742.775391
	Iteration 37Q: 3 clusters Score -204970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -204975.218750 Penalty: 3742.775391
	Iteration 38Q: 3 clusters Score -204975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -204980.234375 Penalty: 3742.775391
	Iteration 39Q: 3 clusters Score -204980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -204984.187500 Penalty: 3742.775391
	Iteration 40F: 3 clusters Score -204984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -204984.468750 Penalty: 3742.775391
	Iteration 41Q: 3 clusters Score -204984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -204986.031250 Penalty: 3742.775391
	Iteration 42Q: 3 clusters Score -204986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -204986.812500 Penalty: 3742.775391
	Iteration 43Q: 3 clusters Score -204986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -204986.812500 Penalty: 3742.775391
	Iteration 44F: 3 clusters Score -204986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Entering Unmasked Estep 
Score: -3260409.250000 Penalty: 2548.135742
	Iteration 0F: 2 clusters Score -3260409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3240422.000000 Penalty: 5096.271484
	Iteration 0F: 3 clusters Score -3240422 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3247404.000000 Penalty: 5096.271484
	Iteration 1F: 3 clusters Score -3247404 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3247729.500000 Penalty: 5096.271484
	Iteration 2Q: 3 clusters Score -3247730 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3248023.500000 Penalty: 5096.271484
	Iteration 3Q: 3 clusters Score -3248024 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3248233.000000 Penalty: 5096.271484
	Iteration 4Q: 3 clusters Score -3248233 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3248443.750000 Penalty: 5096.271484
	Iteration 5Q: 3 clusters Score -3248444 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3248592.750000 Penalty: 5096.271484
	Iteration 6Q: 3 clusters Score -3248593 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3248724.000000 Penalty: 5096.271484
	Iteration 7Q: 3 clusters Score -3248724 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3248851.750000 Penalty: 5096.271484
	Iteration 8Q: 3 clusters Score -3248852 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3248969.000000 Penalty: 5096.271484
	Iteration 9Q: 3 clusters Score -3248969 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3249104.000000 Penalty: 5096.271484
	Iteration 10Q: 3 clusters Score -3249104 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3249238.500000 Penalty: 5096.271484
	Iteration 11Q: 3 clusters Score -3249238 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3249415.750000 Penalty: 5096.271484
	Iteration 12Q: 3 clusters Score -3249416 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3249644.250000 Penalty: 5096.271484
	Iteration 13Q: 3 clusters Score -3249644 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3249932.000000 Penalty: 5096.271484
	Iteration 14Q: 3 clusters Score -3249932 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3250355.250000 Penalty: 5096.271484
	Iteration 15Q: 3 clusters Score -3250355 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3250934.750000 Penalty: 5096.271484
	Iteration 16Q: 3 clusters Score -3250935 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3251772.750000 Penalty: 5096.271484
	Iteration 17Q: 3 clusters Score -3251773 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3252875.000000 Penalty: 5096.271484
	Iteration 18F: 3 clusters Score -3252875 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3254206.250000 Penalty: 5096.271484
	Iteration 19F: 3 clusters Score -3254206 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3255489.250000 Penalty: 5096.271484
	Iteration 20F: 3 clusters Score -3255489 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3256548.500000 Penalty: 5096.271484
	Iteration 21Q: 3 clusters Score -3256548 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3257255.750000 Penalty: 5096.271484
	Iteration 22Q: 3 clusters Score -3257256 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3257672.750000 Penalty: 5096.271484
	Iteration 23Q: 3 clusters Score -3257673 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3257893.750000 Penalty: 5096.271484
	Iteration 24Q: 3 clusters Score -3257894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3257994.750000 Penalty: 5096.271484
	Iteration 25Q: 3 clusters Score -3257995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3258060.250000 Penalty: 5096.271484
	Iteration 26Q: 3 clusters Score -3258060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3258086.000000 Penalty: 5096.271484
	Iteration 27Q: 3 clusters Score -3258086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3258121.250000 Penalty: 5096.271484
	Iteration 28Q: 3 clusters Score -3258121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3258148.500000 Penalty: 5096.271484
	Iteration 29Q: 3 clusters Score -3258148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3258177.000000 Penalty: 5096.271484
	Iteration 30Q: 3 clusters Score -3258177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3258178.000000 Penalty: 5096.271484
	Iteration 31Q: 3 clusters Score -3258178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3258186.750000 Penalty: 5096.271484
	Iteration 32Q: 3 clusters Score -3258187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3258193.000000 Penalty: 5096.271484
	Iteration 33Q: 3 clusters Score -3258193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3258194.500000 Penalty: 5096.271484
	Iteration 34Q: 3 clusters Score -3258194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3258201.000000 Penalty: 5096.271484
	Iteration 35Q: 3 clusters Score -3258201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3258201.000000 Penalty: 5096.271484
	Iteration 36F: 3 clusters Score -3258201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Entering Unmasked Estep 
Score: -3076051.000000 Penalty: 2541.854980
	Iteration 0F: 2 clusters Score -3076051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3056601.500000 Penalty: 5083.709961
	Iteration 0F: 3 clusters Score -3056602 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3063709.750000 Penalty: 5083.709961
	Iteration 1F: 3 clusters Score -3063710 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3064729.500000 Penalty: 5083.709961
	Iteration 2F: 3 clusters Score -3064730 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3066113.500000 Penalty: 5083.709961
	Iteration 3F: 3 clusters Score -3066114 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3067895.750000 Penalty: 5083.709961
	Iteration 4F: 3 clusters Score -3067896 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3069650.500000 Penalty: 5083.709961
	Iteration 5F: 3 clusters Score -3069650 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3071068.250000 Penalty: 5083.709961
	Iteration 6F: 3 clusters Score -3071068 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3072065.000000 Penalty: 5083.709961
	Iteration 7F: 3 clusters Score -3072065 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3072719.750000 Penalty: 5083.709961
	Iteration 8Q: 3 clusters Score -3072720 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3073351.250000 Penalty: 5083.709961
	Iteration 9Q: 3 clusters Score -3073351 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3074023.500000 Penalty: 5083.709961
	Iteration 10Q: 3 clusters Score -3074024 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3074642.250000 Penalty: 5083.709961
	Iteration 11Q: 3 clusters Score -3074642 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3075019.000000 Penalty: 5083.709961
	Iteration 12Q: 3 clusters Score -3075019 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3075191.000000 Penalty: 5083.709961
	Iteration 13Q: 3 clusters Score -3075191 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3075264.000000 Penalty: 5083.709961
	Iteration 14Q: 3 clusters Score -3075264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3075307.500000 Penalty: 5083.709961
	Iteration 15Q: 3 clusters Score -3075308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3075327.500000 Penalty: 5083.709961
	Iteration 16Q: 3 clusters Score -3075328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3075336.250000 Penalty: 5083.709961
	Iteration 17Q: 3 clusters Score -3075336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3075343.750000 Penalty: 5083.709961
	Iteration 18Q: 3 clusters Score -3075344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3075351.000000 Penalty: 5083.709961
	Iteration 19Q: 3 clusters Score -3075351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3075353.500000 Penalty: 5083.709961
	Iteration 20F: 3 clusters Score -3075354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3075361.250000 Penalty: 5083.709961
	Iteration 21Q: 3 clusters Score -3075361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3075363.750000 Penalty: 5083.709961
	Iteration 22Q: 3 clusters Score -3075364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3075364.250000 Penalty: 5083.709961
	Iteration 23Q: 3 clusters Score -3075364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3075362.500000 Penalty: 5083.709961
	Iteration 24Q: 3 clusters Score -3075362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3075365.000000 Penalty: 5083.709961
	Iteration 25Q: 3 clusters Score -3075365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3075364.250000 Penalty: 5083.709961
	Iteration 26Q: 3 clusters Score -3075364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3075365.000000 Penalty: 5083.709961
	Iteration 27Q: 3 clusters Score -3075365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3075362.500000 Penalty: 5083.709961
	Iteration 28Q: 3 clusters Score -3075362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3075362.500000 Penalty: 5083.709961
	Iteration 29F: 3 clusters Score -3075362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -635216.812500 Penalty: 2164.167480
	Iteration 0F: 2 clusters Score -635216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -629932.812500 Penalty: 4328.334961
	Iteration 0F: 3 clusters Score -629932.8 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -631375.937500 Penalty: 4328.334961
	Iteration 1F: 3 clusters Score -631375.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -631722.687500 Penalty: 4328.334961
	Iteration 2F: 3 clusters Score -631722.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -631950.875000 Penalty: 4328.334961
	Iteration 3F: 3 clusters Score -631950.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -632111.187500 Penalty: 4328.334961
	Iteration 4Q: 3 clusters Score -632111.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -632246.375000 Penalty: 4328.334961
	Iteration 5Q: 3 clusters Score -632246.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -632361.375000 Penalty: 4328.334961
	Iteration 6Q: 3 clusters Score -632361.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -632469.437500 Penalty: 4328.334961
	Iteration 7Q: 3 clusters Score -632469.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -632563.125000 Penalty: 4328.334961
	Iteration 8Q: 3 clusters Score -632563.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -632653.562500 Penalty: 4328.334961
	Iteration 9Q: 3 clusters Score -632653.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -632722.250000 Penalty: 4328.334961
	Iteration 10Q: 3 clusters Score -632722.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -632792.687500 Penalty: 4328.334961
	Iteration 11Q: 3 clusters Score -632792.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -632868.875000 Penalty: 4328.334961
	Iteration 12Q: 3 clusters Score -632868.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -632931.625000 Penalty: 4328.334961
	Iteration 13Q: 3 clusters Score -632931.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -632989.562500 Penalty: 4328.334961
	Iteration 14Q: 3 clusters Score -632989.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -633065.062500 Penalty: 4328.334961
	Iteration 15Q: 3 clusters Score -633065.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -633161.437500 Penalty: 4328.334961
	Iteration 16Q: 3 clusters Score -633161.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -633253.125000 Penalty: 4328.334961
	Iteration 17Q: 3 clusters Score -633253.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -633357.250000 Penalty: 4328.334961
	Iteration 18Q: 3 clusters Score -633357.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -633461.812500 Penalty: 4328.334961
	Iteration 19Q: 3 clusters Score -633461.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -633543.562500 Penalty: 4328.334961
	Iteration 20F: 3 clusters Score -633543.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -633599.750000 Penalty: 4328.334961
	Iteration 21Q: 3 clusters Score -633599.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -633646.437500 Penalty: 4328.334961
	Iteration 22Q: 3 clusters Score -633646.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -633679.875000 Penalty: 4328.334961
	Iteration 23Q: 3 clusters Score -633679.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -633707.250000 Penalty: 4328.334961
	Iteration 24Q: 3 clusters Score -633707.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -633729.125000 Penalty: 4328.334961
	Iteration 25Q: 3 clusters Score -633729.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -633742.937500 Penalty: 4328.334961
	Iteration 26Q: 3 clusters Score -633742.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -633755.937500 Penalty: 4328.334961
	Iteration 27Q: 3 clusters Score -633755.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -633766.562500 Penalty: 4328.334961
	Iteration 28Q: 3 clusters Score -633766.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -633773.187500 Penalty: 4328.334961
	Iteration 29Q: 3 clusters Score -633773.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -633782.062500 Penalty: 4328.334961
	Iteration 30Q: 3 clusters Score -633782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -633792.000000 Penalty: 4328.334961
	Iteration 31Q: 3 clusters Score -633792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -633795.000000 Penalty: 4328.334961
	Iteration 32Q: 3 clusters Score -633795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -633798.937500 Penalty: 4328.334961
	Iteration 33Q: 3 clusters Score -633798.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -633802.000000 Penalty: 4328.334961
	Iteration 34Q: 3 clusters Score -633802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -633805.062500 Penalty: 4328.334961
	Iteration 35Q: 3 clusters Score -633805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -633807.000000 Penalty: 4328.334961
	Iteration 36Q: 3 clusters Score -633807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -633807.375000 Penalty: 4328.334961
	Iteration 37Q: 3 clusters Score -633807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -633809.437500 Penalty: 4328.334961
	Iteration 38Q: 3 clusters Score -633809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -633810.562500 Penalty: 4328.334961
	Iteration 39Q: 3 clusters Score -633810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -633810.875000 Penalty: 4328.334961
	Iteration 40F: 3 clusters Score -633810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -633810.812500 Penalty: 4328.334961
	Iteration 41Q: 3 clusters Score -633810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -633812.812500 Penalty: 4328.334961
	Iteration 42Q: 3 clusters Score -633812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -633812.062500 Penalty: 4328.334961
	Iteration 43Q: 3 clusters Score -633812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -633812.062500 Penalty: 4328.334961
	Iteration 44F: 3 clusters Score -633812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Entering Unmasked Estep 
Score: -4293292.500000 Penalty: 2613.312012
	Iteration 0F: 2 clusters Score -4293292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4267656.500000 Penalty: 5226.624023
	Iteration 0F: 3 clusters Score -4267656 nChanged 17125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4277145.500000 Penalty: 5226.624023
	Iteration 1F: 3 clusters Score -4277146 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4277648.000000 Penalty: 5226.624023
	Iteration 2Q: 3 clusters Score -4277648 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4278049.500000 Penalty: 5226.624023
	Iteration 3Q: 3 clusters Score -4278050 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4278486.000000 Penalty: 5226.624023
	Iteration 4Q: 3 clusters Score -4278486 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4278886.500000 Penalty: 5226.624023
	Iteration 5Q: 3 clusters Score -4278886 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4279284.500000 Penalty: 5226.624023
	Iteration 6Q: 3 clusters Score -4279284 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4279781.000000 Penalty: 5226.624023
	Iteration 7Q: 3 clusters Score -4279781 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4280356.000000 Penalty: 5226.624023
	Iteration 8Q: 3 clusters Score -4280356 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4281154.000000 Penalty: 5226.624023
	Iteration 9Q: 3 clusters Score -4281154 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4282188.000000 Penalty: 5226.624023
	Iteration 10Q: 3 clusters Score -4282188 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4283580.000000 Penalty: 5226.624023
	Iteration 11F: 3 clusters Score -4283580 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -4285114.500000 Penalty: 5226.624023
	Iteration 12F: 3 clusters Score -4285114 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4286451.000000 Penalty: 5226.624023
	Iteration 13F: 3 clusters Score -4286451 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4287232.500000 Penalty: 5226.624023
	Iteration 14Q: 3 clusters Score -4287232 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4287572.000000 Penalty: 5226.624023
	Iteration 15Q: 3 clusters Score -4287572 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4287787.500000 Penalty: 5226.624023
	Iteration 16Q: 3 clusters Score -4287788 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -4287917.500000 Penalty: 5226.624023
	Iteration 17Q: 3 clusters Score -4287918 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4288026.500000 Penalty: 5226.624023
	Iteration 18Q: 3 clusters Score -4288026 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4288126.000000 Penalty: 5226.624023
	Iteration 19Q: 3 clusters Score -4288126 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4288191.500000 Penalty: 5226.624023
	Iteration 20F: 3 clusters Score -4288192 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4288242.000000 Penalty: 5226.624023
	Iteration 21Q: 3 clusters Score -4288242 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4288279.000000 Penalty: 5226.624023
	Iteration 22Q: 3 clusters Score -4288279 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4288319.500000 Penalty: 5226.624023
	Iteration 23Q: 3 clusters Score -4288320 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4288366.500000 Penalty: 5226.624023
	Iteration 24Q: 3 clusters Score -4288366 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4288428.000000 Penalty: 5226.624023
	Iteration 25Q: 3 clusters Score -4288428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -4288451.000000 Penalty: 5226.624023
	Iteration 26Q: 3 clusters Score -4288451 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4288492.500000 Penalty: 5226.624023
	Iteration 27Q: 3 clusters Score -4288492 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -4288537.000000 Penalty: 5226.624023
	Iteration 28Q: 3 clusters Score -4288537 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -4288553.500000 Penalty: 5226.624023
	Iteration 29Q: 3 clusters Score -4288554 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -4288600.000000 Penalty: 5226.624023
	Iteration 30Q: 3 clusters Score -4288600 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4288644.500000 Penalty: 5226.624023
	Iteration 31Q: 3 clusters Score -4288644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4288694.500000 Penalty: 5226.624023
	Iteration 32Q: 3 clusters Score -4288694 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4288754.000000 Penalty: 5226.624023
	Iteration 33Q: 3 clusters Score -4288754 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4288802.500000 Penalty: 5226.624023
	Iteration 34Q: 3 clusters Score -4288802 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4288863.500000 Penalty: 5226.624023
	Iteration 35Q: 3 clusters Score -4288864 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -4288911.000000 Penalty: 5226.624023
	Iteration 36Q: 3 clusters Score -4288911 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -4288951.500000 Penalty: 5226.624023
	Iteration 37Q: 3 clusters Score -4288952 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -4289008.000000 Penalty: 5226.624023
	Iteration 38Q: 3 clusters Score -4289008 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4289046.500000 Penalty: 5226.624023
	Iteration 39Q: 3 clusters Score -4289046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4289076.500000 Penalty: 5226.624023
	Iteration 40F: 3 clusters Score -4289076 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -4289141.500000 Penalty: 5226.624023
	Iteration 41Q: 3 clusters Score -4289142 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4289210.000000 Penalty: 5226.624023
	Iteration 42Q: 3 clusters Score -4289210 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -4289284.000000 Penalty: 5226.624023
	Iteration 43Q: 3 clusters Score -4289284 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -4289330.000000 Penalty: 5226.624023
	Iteration 44Q: 3 clusters Score -4289330 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4289374.000000 Penalty: 5226.624023
	Iteration 45Q: 3 clusters Score -4289374 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4289445.500000 Penalty: 5226.624023
	Iteration 46Q: 3 clusters Score -4289446 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4289501.000000 Penalty: 5226.624023
	Iteration 47Q: 3 clusters Score -4289501 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -4289552.500000 Penalty: 5226.624023
	Iteration 48Q: 3 clusters Score -4289552 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4289605.500000 Penalty: 5226.624023
	Iteration 49Q: 3 clusters Score -4289606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4289660.000000 Penalty: 5226.624023
	Iteration 50Q: 3 clusters Score -4289660 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4289694.000000 Penalty: 5226.624023
	Iteration 51Q: 3 clusters Score -4289694 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4289743.500000 Penalty: 5226.624023
	Iteration 52Q: 3 clusters Score -4289744 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -4289768.500000 Penalty: 5226.624023
	Iteration 53Q: 3 clusters Score -4289768 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4289828.500000 Penalty: 5226.624023
	Iteration 54Q: 3 clusters Score -4289828 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4289880.500000 Penalty: 5226.624023
	Iteration 55Q: 3 clusters Score -4289880 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4289953.500000 Penalty: 5226.624023
	Iteration 56Q: 3 clusters Score -4289954 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4290007.500000 Penalty: 5226.624023
	Iteration 57Q: 3 clusters Score -4290008 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4290073.000000 Penalty: 5226.624023
	Iteration 58Q: 3 clusters Score -4290073 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4290124.500000 Penalty: 5226.624023
	Iteration 59Q: 3 clusters Score -4290124 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4290217.000000 Penalty: 5226.624023
	Iteration 60F: 3 clusters Score -4290217 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4290288.000000 Penalty: 5226.624023
	Iteration 61Q: 3 clusters Score -4290288 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4290414.500000 Penalty: 5226.624023
	Iteration 62Q: 3 clusters Score -4290414 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4290497.500000 Penalty: 5226.624023
	Iteration 63Q: 3 clusters Score -4290498 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4290594.500000 Penalty: 5226.624023
	Iteration 64Q: 3 clusters Score -4290594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4290683.000000 Penalty: 5226.624023
	Iteration 65Q: 3 clusters Score -4290683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4290733.500000 Penalty: 5226.624023
	Iteration 66Q: 3 clusters Score -4290734 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4290775.500000 Penalty: 5226.624023
	Iteration 67Q: 3 clusters Score -4290776 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4290822.000000 Penalty: 5226.624023
	Iteration 68Q: 3 clusters Score -4290822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4290862.000000 Penalty: 5226.624023
	Iteration 69Q: 3 clusters Score -4290862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4290901.500000 Penalty: 5226.624023
	Iteration 70Q: 3 clusters Score -4290902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -4290943.500000 Penalty: 5226.624023
	Iteration 71Q: 3 clusters Score -4290944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4290981.000000 Penalty: 5226.624023
	Iteration 72Q: 3 clusters Score -4290981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4291033.500000 Penalty: 5226.624023
	Iteration 73Q: 3 clusters Score -4291034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4291056.500000 Penalty: 5226.624023
	Iteration 74Q: 3 clusters Score -4291056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4291082.500000 Penalty: 5226.624023
	Iteration 75Q: 3 clusters Score -4291082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4291088.500000 Penalty: 5226.624023
	Iteration 76Q: 3 clusters Score -4291088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4291110.500000 Penalty: 5226.624023
	Iteration 77Q: 3 clusters Score -4291110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4291129.500000 Penalty: 5226.624023
	Iteration 78Q: 3 clusters Score -4291130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4291156.000000 Penalty: 5226.624023
	Iteration 79Q: 3 clusters Score -4291156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4291163.000000 Penalty: 5226.624023
	Iteration 80F: 3 clusters Score -4291163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4291184.500000 Penalty: 5226.624023
	Iteration 81Q: 3 clusters Score -4291184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4291197.000000 Penalty: 5226.624023
	Iteration 82Q: 3 clusters Score -4291197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4291201.500000 Penalty: 5226.624023
	Iteration 83Q: 3 clusters Score -4291202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4291209.500000 Penalty: 5226.624023
	Iteration 84Q: 3 clusters Score -4291210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4291224.000000 Penalty: 5226.624023
	Iteration 85Q: 3 clusters Score -4291224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4291227.000000 Penalty: 5226.624023
	Iteration 86Q: 3 clusters Score -4291227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4291225.500000 Penalty: 5226.624023
	Iteration 87Q: 3 clusters Score -4291226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4291236.000000 Penalty: 5226.624023
	Iteration 88Q: 3 clusters Score -4291236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4291234.500000 Penalty: 5226.624023
	Iteration 89Q: 3 clusters Score -4291234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4291243.000000 Penalty: 5226.624023
	Iteration 90Q: 3 clusters Score -4291243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4291251.500000 Penalty: 5226.624023
	Iteration 91Q: 3 clusters Score -4291252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4291250.000000 Penalty: 5226.624023
	Iteration 92Q: 3 clusters Score -4291250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4291254.500000 Penalty: 5226.624023
	Iteration 93Q: 3 clusters Score -4291254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4291256.500000 Penalty: 5226.624023
	Iteration 94Q: 3 clusters Score -4291256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4291262.500000 Penalty: 5226.624023
	Iteration 95Q: 3 clusters Score -4291262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4291266.000000 Penalty: 5226.624023
	Iteration 96Q: 3 clusters Score -4291266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4291275.500000 Penalty: 5226.624023
	Iteration 97Q: 3 clusters Score -4291276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4291287.000000 Penalty: 5226.624023
	Iteration 98Q: 3 clusters Score -4291287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4291296.000000 Penalty: 5226.624023
	Iteration 99Q: 3 clusters Score -4291296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4291301.500000 Penalty: 5226.624023
	Iteration 100F: 3 clusters Score -4291302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4291301.500000 Penalty: 5226.624023
	Iteration 101Q: 3 clusters Score -4291302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4291310.000000 Penalty: 5226.624023
	Iteration 102Q: 3 clusters Score -4291310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4291317.000000 Penalty: 5226.624023
	Iteration 103Q: 3 clusters Score -4291317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4291316.000000 Penalty: 5226.624023
	Iteration 104Q: 3 clusters Score -4291316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4291313.000000 Penalty: 5226.624023
	Iteration 105Q: 3 clusters Score -4291313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4291319.000000 Penalty: 5226.624023
	Iteration 106Q: 3 clusters Score -4291319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4291315.000000 Penalty: 5226.624023
	Iteration 107Q: 3 clusters Score -4291315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4291315.000000 Penalty: 5226.624023
	Iteration 108Q: 3 clusters Score -4291315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4291321.500000 Penalty: 5226.624023
	Iteration 109Q: 3 clusters Score -4291322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4291323.500000 Penalty: 5226.624023
	Iteration 110Q: 3 clusters Score -4291324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4291323.000000 Penalty: 5226.624023
	Iteration 111Q: 3 clusters Score -4291323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4291322.500000 Penalty: 5226.624023
	Iteration 112Q: 3 clusters Score -4291322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4291324.000000 Penalty: 5226.624023
	Iteration 113Q: 3 clusters Score -4291324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4291320.500000 Penalty: 5226.624023
	Iteration 114Q: 3 clusters Score -4291320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4291325.000000 Penalty: 5226.624023
	Iteration 115Q: 3 clusters Score -4291325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4291323.000000 Penalty: 5226.624023
	Iteration 116Q: 3 clusters Score -4291323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4291326.000000 Penalty: 5226.624023
	Iteration 117Q: 3 clusters Score -4291326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4291327.000000 Penalty: 5226.624023
	Iteration 118Q: 3 clusters Score -4291327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4291322.500000 Penalty: 5226.624023
	Iteration 119Q: 3 clusters Score -4291322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4291324.000000 Penalty: 5226.624023
	Iteration 120F: 3 clusters Score -4291324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4291324.500000 Penalty: 5226.624023
	Iteration 121Q: 3 clusters Score -4291324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -4291325.500000 Penalty: 5226.624023
	Iteration 122Q: 3 clusters Score -4291326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4291337.000000 Penalty: 5226.624023
	Iteration 123Q: 3 clusters Score -4291337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4291335.000000 Penalty: 5226.624023
	Iteration 124Q: 3 clusters Score -4291335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4291334.500000 Penalty: 5226.624023
	Iteration 125Q: 3 clusters Score -4291334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4291336.500000 Penalty: 5226.624023
	Iteration 126Q: 3 clusters Score -4291336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4291334.500000 Penalty: 5226.624023
	Iteration 127Q: 3 clusters Score -4291334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4291336.500000 Penalty: 5226.624023
	Iteration 128Q: 3 clusters Score -4291336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4291336.500000 Penalty: 5226.624023
	Iteration 129F: 3 clusters Score -4291336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -49970.550781 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -49970.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48462.949219 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -48462.95 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48673.175781 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -48673.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48804.332031 Penalty: 3105.699951
	Iteration 2Q: 3 clusters Score -48804.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48956.597656 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -48956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49064.683594 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -49064.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49124.464844 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -49124.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49176.882812 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -49176.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49237.843750 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -49237.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49273.128906 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -49273.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49307.445312 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -49307.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49336.539062 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -49336.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49366.750000 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -49366.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49390.058594 Penalty: 3105.699951
	Iteration 12Q: 3 clusters Score -49390.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49403.972656 Penalty: 3105.699951
	Iteration 13Q: 3 clusters Score -49403.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49427.242188 Penalty: 3105.699951
	Iteration 14Q: 3 clusters Score -49427.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49435.031250 Penalty: 3105.699951
	Iteration 15Q: 3 clusters Score -49435.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -49445.277344 Penalty: 3105.699951
	Iteration 16Q: 3 clusters Score -49445.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49470.578125 Penalty: 3105.699951
	Iteration 17Q: 3 clusters Score -49470.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -49483.117188 Penalty: 3105.699951
	Iteration 18Q: 3 clusters Score -49483.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49497.656250 Penalty: 3105.699951
	Iteration 19Q: 3 clusters Score -49497.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -49528.011719 Penalty: 3105.699951
	Iteration 20F: 3 clusters Score -49528.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49533.308594 Penalty: 3105.699951
	Iteration 21Q: 3 clusters Score -49533.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -49534.257812 Penalty: 3105.699951
	Iteration 22Q: 3 clusters Score -49534.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -49534.257812 Penalty: 3105.699951
	Iteration 23F: 3 clusters Score -49534.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Entering Unmasked Estep 
Score: -1505082.625000 Penalty: 2354.720947
	Iteration 0F: 2 clusters Score -1505083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1495402.375000 Penalty: 4709.441895
	Iteration 0F: 3 clusters Score -1495402 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1498386.500000 Penalty: 4709.441895
	Iteration 1F: 3 clusters Score -1498386 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1498852.125000 Penalty: 4709.441895
	Iteration 2F: 3 clusters Score -1498852 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1499393.125000 Penalty: 4709.441895
	Iteration 3F: 3 clusters Score -1499393 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1500047.250000 Penalty: 4709.441895
	Iteration 4F: 3 clusters Score -1500047 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1500766.875000 Penalty: 4709.441895
	Iteration 5F: 3 clusters Score -1500767 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1501470.000000 Penalty: 4709.441895
	Iteration 6F: 3 clusters Score -1501470 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1502136.125000 Penalty: 4709.441895
	Iteration 7F: 3 clusters Score -1502136 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1502736.875000 Penalty: 4709.441895
	Iteration 8F: 3 clusters Score -1502737 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1503152.250000 Penalty: 4709.441895
	Iteration 9Q: 3 clusters Score -1503152 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1503414.125000 Penalty: 4709.441895
	Iteration 10Q: 3 clusters Score -1503414 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1503613.625000 Penalty: 4709.441895
	Iteration 11Q: 3 clusters Score -1503614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1503742.250000 Penalty: 4709.441895
	Iteration 12Q: 3 clusters Score -1503742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1503801.875000 Penalty: 4709.441895
	Iteration 13Q: 3 clusters Score -1503802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1503839.125000 Penalty: 4709.441895
	Iteration 14Q: 3 clusters Score -1503839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1503857.250000 Penalty: 4709.441895
	Iteration 15Q: 3 clusters Score -1503857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1503873.000000 Penalty: 4709.441895
	Iteration 16Q: 3 clusters Score -1503873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1503888.250000 Penalty: 4709.441895
	Iteration 17Q: 3 clusters Score -1503888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1503900.500000 Penalty: 4709.441895
	Iteration 18Q: 3 clusters Score -1503900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1503911.000000 Penalty: 4709.441895
	Iteration 19Q: 3 clusters Score -1503911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1503914.000000 Penalty: 4709.441895
	Iteration 20F: 3 clusters Score -1503914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1503919.375000 Penalty: 4709.441895
	Iteration 21Q: 3 clusters Score -1503919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1503925.000000 Penalty: 4709.441895
	Iteration 22Q: 3 clusters Score -1503925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1503927.375000 Penalty: 4709.441895
	Iteration 23Q: 3 clusters Score -1503927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1503933.000000 Penalty: 4709.441895
	Iteration 24Q: 3 clusters Score -1503933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1503934.625000 Penalty: 4709.441895
	Iteration 25Q: 3 clusters Score -1503935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1503935.125000 Penalty: 4709.441895
	Iteration 26Q: 3 clusters Score -1503935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1503933.250000 Penalty: 4709.441895
	Iteration 27Q: 3 clusters Score -1503933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1503934.750000 Penalty: 4709.441895
	Iteration 28Q: 3 clusters Score -1503935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1503931.375000 Penalty: 4709.441895
	Iteration 29Q: 3 clusters Score -1503931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1503936.000000 Penalty: 4709.441895
	Iteration 30Q: 3 clusters Score -1503936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1503935.500000 Penalty: 4709.441895
	Iteration 31Q: 3 clusters Score -1503936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1503935.625000 Penalty: 4709.441895
	Iteration 32Q: 3 clusters Score -1503936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1503936.500000 Penalty: 4709.441895
	Iteration 33Q: 3 clusters Score -1503936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1503936.500000 Penalty: 4709.441895
	Iteration 34F: 3 clusters Score -1503936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Entering Unmasked Estep 
Score: -4753070.500000 Penalty: 2640.313232
	Iteration 0F: 2 clusters Score -4753070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -4724714.500000 Penalty: 5280.626465
	Iteration 0F: 3 clusters Score -4724714 nChanged 19247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4735093.500000 Penalty: 5280.626465
	Iteration 1F: 3 clusters Score -4735094 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4735535.000000 Penalty: 5280.626465
	Iteration 2Q: 3 clusters Score -4735535 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4736020.500000 Penalty: 5280.626465
	Iteration 3Q: 3 clusters Score -4736020 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4736536.000000 Penalty: 5280.626465
	Iteration 4Q: 3 clusters Score -4736536 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4737277.500000 Penalty: 5280.626465
	Iteration 5Q: 3 clusters Score -4737278 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4738301.000000 Penalty: 5280.626465
	Iteration 6Q: 3 clusters Score -4738301 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4739776.500000 Penalty: 5280.626465
	Iteration 7F: 3 clusters Score -4739776 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4741662.500000 Penalty: 5280.626465
	Iteration 8F: 3 clusters Score -4741662 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4743814.500000 Penalty: 5280.626465
	Iteration 9F: 3 clusters Score -4743814 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4745792.500000 Penalty: 5280.626465
	Iteration 10F: 3 clusters Score -4745792 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4747360.500000 Penalty: 5280.626465
	Iteration 11Q: 3 clusters Score -4747360 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4748507.500000 Penalty: 5280.626465
	Iteration 12Q: 3 clusters Score -4748508 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -4749366.500000 Penalty: 5280.626465
	Iteration 13Q: 3 clusters Score -4749366 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -4749893.000000 Penalty: 5280.626465
	Iteration 14Q: 3 clusters Score -4749893 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -4750223.000000 Penalty: 5280.626465
	Iteration 15Q: 3 clusters Score -4750223 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4750467.000000 Penalty: 5280.626465
	Iteration 16Q: 3 clusters Score -4750467 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -4750646.000000 Penalty: 5280.626465
	Iteration 17Q: 3 clusters Score -4750646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -4750761.500000 Penalty: 5280.626465
	Iteration 18Q: 3 clusters Score -4750762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4750875.500000 Penalty: 5280.626465
	Iteration 19Q: 3 clusters Score -4750876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4750947.500000 Penalty: 5280.626465
	Iteration 20F: 3 clusters Score -4750948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4750993.000000 Penalty: 5280.626465
	Iteration 21Q: 3 clusters Score -4750993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -4751029.000000 Penalty: 5280.626465
	Iteration 22Q: 3 clusters Score -4751029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4751046.500000 Penalty: 5280.626465
	Iteration 23Q: 3 clusters Score -4751046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4751061.000000 Penalty: 5280.626465
	Iteration 24Q: 3 clusters Score -4751061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -4751082.000000 Penalty: 5280.626465
	Iteration 25Q: 3 clusters Score -4751082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -4751091.000000 Penalty: 5280.626465
	Iteration 26Q: 3 clusters Score -4751091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -4751099.000000 Penalty: 5280.626465
	Iteration 27Q: 3 clusters Score -4751099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4751100.000000 Penalty: 5280.626465
	Iteration 28Q: 3 clusters Score -4751100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -4751107.500000 Penalty: 5280.626465
	Iteration 29Q: 3 clusters Score -4751108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4751104.500000 Penalty: 5280.626465
	Iteration 30Q: 3 clusters Score -4751104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -4751107.500000 Penalty: 5280.626465
	Iteration 31Q: 3 clusters Score -4751108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -4751112.000000 Penalty: 5280.626465
	Iteration 32Q: 3 clusters Score -4751112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4751112.500000 Penalty: 5280.626465
	Iteration 33Q: 3 clusters Score -4751112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4751112.500000 Penalty: 5280.626465
	Iteration 34F: 3 clusters Score -4751112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (254642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254642 members 
Entering Unmasked Estep 
Score: -28706252.000000 Penalty: 3087.008301
	Iteration 0F: 2 clusters Score -2.870625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -28550694.000000 Penalty: 6174.016602
	Iteration 0F: 3 clusters Score -2.855069e+07 nChanged 122778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 133564 members 
Entering Unmasked Estep 
Score: -28622056.000000 Penalty: 6174.016602
	Iteration 1F: 3 clusters Score -2.862206e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 137325 members 
Entering Unmasked Estep 
Score: -28623172.000000 Penalty: 6174.016602
	Iteration 2Q: 3 clusters Score -2.862317e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -28624888.000000 Penalty: 6174.016602
	Iteration 3Q: 3 clusters Score -2.862489e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -28628496.000000 Penalty: 6174.016602
	Iteration 4Q: 3 clusters Score -2.86285e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 166150 members 
Entering Unmasked Estep 
Score: -28635294.000000 Penalty: 6174.016602
	Iteration 5F: 3 clusters Score -2.863529e+07 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 185691 members 
Entering Unmasked Estep 
Score: -28648982.000000 Penalty: 6174.016602
	Iteration 6F: 3 clusters Score -2.864898e+07 nChanged 24223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 209914 members 
Entering Unmasked Estep 
Score: -28670370.000000 Penalty: 6174.016602
	Iteration 7F: 3 clusters Score -2.867037e+07 nChanged 22827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 232741 members 
Entering Unmasked Estep 
Score: -28689114.000000 Penalty: 6174.016602
	Iteration 8F: 3 clusters Score -2.868911e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 246457 members 
Entering Unmasked Estep 
Score: -28697970.000000 Penalty: 6174.016602
	Iteration 9F: 3 clusters Score -2.869797e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 252081 members 
Entering Unmasked Estep 
Score: -28701620.000000 Penalty: 6174.016602
	Iteration 10Q: 3 clusters Score -2.870162e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 253801 members 
Entering Unmasked Estep 
Score: -28702828.000000 Penalty: 6174.016602
	Iteration 11Q: 3 clusters Score -2.870283e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 254227 members 
Entering Unmasked Estep 
Score: -28703236.000000 Penalty: 6174.016602
	Iteration 12Q: 3 clusters Score -2.870324e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 254345 members 
Entering Unmasked Estep 
Score: -28703384.000000 Penalty: 6174.016602
	Iteration 13Q: 3 clusters Score -2.870338e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254389 members 
Entering Unmasked Estep 
Score: -28703476.000000 Penalty: 6174.016602
	Iteration 14Q: 3 clusters Score -2.870348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254405 members 
Entering Unmasked Estep 
Score: -28703498.000000 Penalty: 6174.016602
	Iteration 15Q: 3 clusters Score -2.87035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254412 members 
Entering Unmasked Estep 
Score: -28703502.000000 Penalty: 6174.016602
	Iteration 16Q: 3 clusters Score -2.87035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 254417 members 
Entering Unmasked Estep 
Score: -28703528.000000 Penalty: 6174.016602
	Iteration 17Q: 3 clusters Score -2.870353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254418 members 
Entering Unmasked Estep 
Score: -28703532.000000 Penalty: 6174.016602
	Iteration 18Q: 3 clusters Score -2.870353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254421 members 
Entering Unmasked Estep 
Score: -28703568.000000 Penalty: 6174.016602
	Iteration 19Q: 3 clusters Score -2.870357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 254424 members 
Entering Unmasked Estep 
Score: -28703566.000000 Penalty: 6174.016602
	Iteration 20F: 3 clusters Score -2.870357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254425 members 
Entering Unmasked Estep 
Score: -28703574.000000 Penalty: 6174.016602
	Iteration 21Q: 3 clusters Score -2.870357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254425 members 
Entering Unmasked Estep 
Score: -28703574.000000 Penalty: 6174.016602
	Iteration 22F: 3 clusters Score -2.870357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Entering Unmasked Estep 
Score: -6855710.000000 Penalty: 2730.615723
	Iteration 0F: 2 clusters Score -6855710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -6815002.500000 Penalty: 5461.231445
	Iteration 0F: 3 clusters Score -6815002 nChanged 28214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6831435.000000 Penalty: 5461.231445
	Iteration 1F: 3 clusters Score -6831435 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6833111.000000 Penalty: 5461.231445
	Iteration 2F: 3 clusters Score -6833111 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6835586.000000 Penalty: 5461.231445
	Iteration 3F: 3 clusters Score -6835586 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -6839108.000000 Penalty: 5461.231445
	Iteration 4F: 3 clusters Score -6839108 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -6843301.500000 Penalty: 5461.231445
	Iteration 5F: 3 clusters Score -6843302 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -6846937.500000 Penalty: 5461.231445
	Iteration 6F: 3 clusters Score -6846938 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -6849095.500000 Penalty: 5461.231445
	Iteration 7F: 3 clusters Score -6849096 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -6849935.500000 Penalty: 5461.231445
	Iteration 8Q: 3 clusters Score -6849936 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -6850340.000000 Penalty: 5461.231445
	Iteration 9Q: 3 clusters Score -6850340 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -6850598.500000 Penalty: 5461.231445
	Iteration 10Q: 3 clusters Score -6850598 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -6850781.000000 Penalty: 5461.231445
	Iteration 11Q: 3 clusters Score -6850781 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -6850937.500000 Penalty: 5461.231445
	Iteration 12Q: 3 clusters Score -6850938 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -6851075.000000 Penalty: 5461.231445
	Iteration 13Q: 3 clusters Score -6851075 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -6851260.000000 Penalty: 5461.231445
	Iteration 14Q: 3 clusters Score -6851260 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -6851391.000000 Penalty: 5461.231445
	Iteration 15Q: 3 clusters Score -6851391 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -6851514.500000 Penalty: 5461.231445
	Iteration 16Q: 3 clusters Score -6851514 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -6851639.000000 Penalty: 5461.231445
	Iteration 17Q: 3 clusters Score -6851639 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -6851784.500000 Penalty: 5461.231445
	Iteration 18Q: 3 clusters Score -6851784 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -6851931.000000 Penalty: 5461.231445
	Iteration 19Q: 3 clusters Score -6851931 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6852071.000000 Penalty: 5461.231445
	Iteration 20F: 3 clusters Score -6852071 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -6852196.500000 Penalty: 5461.231445
	Iteration 21Q: 3 clusters Score -6852196 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -6852299.000000 Penalty: 5461.231445
	Iteration 22Q: 3 clusters Score -6852299 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -6852419.000000 Penalty: 5461.231445
	Iteration 23Q: 3 clusters Score -6852419 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6852523.500000 Penalty: 5461.231445
	Iteration 24Q: 3 clusters Score -6852524 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -6852642.500000 Penalty: 5461.231445
	Iteration 25Q: 3 clusters Score -6852642 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -6852719.000000 Penalty: 5461.231445
	Iteration 26Q: 3 clusters Score -6852719 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -6852798.500000 Penalty: 5461.231445
	Iteration 27Q: 3 clusters Score -6852798 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -6852908.500000 Penalty: 5461.231445
	Iteration 28Q: 3 clusters Score -6852908 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -6852997.000000 Penalty: 5461.231445
	Iteration 29Q: 3 clusters Score -6852997 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -6853102.500000 Penalty: 5461.231445
	Iteration 30Q: 3 clusters Score -6853102 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -6853185.500000 Penalty: 5461.231445
	Iteration 31Q: 3 clusters Score -6853186 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6853235.000000 Penalty: 5461.231445
	Iteration 32Q: 3 clusters Score -6853235 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6853275.500000 Penalty: 5461.231445
	Iteration 33Q: 3 clusters Score -6853276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6853325.000000 Penalty: 5461.231445
	Iteration 34Q: 3 clusters Score -6853325 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -6853388.000000 Penalty: 5461.231445
	Iteration 35Q: 3 clusters Score -6853388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -6853419.000000 Penalty: 5461.231445
	Iteration 36Q: 3 clusters Score -6853419 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6853452.500000 Penalty: 5461.231445
	Iteration 37Q: 3 clusters Score -6853452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6853484.000000 Penalty: 5461.231445
	Iteration 38Q: 3 clusters Score -6853484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6853502.000000 Penalty: 5461.231445
	Iteration 39Q: 3 clusters Score -6853502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6853522.500000 Penalty: 5461.231445
	Iteration 40F: 3 clusters Score -6853522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6853564.500000 Penalty: 5461.231445
	Iteration 41Q: 3 clusters Score -6853564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6853589.500000 Penalty: 5461.231445
	Iteration 42Q: 3 clusters Score -6853590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6853603.000000 Penalty: 5461.231445
	Iteration 43Q: 3 clusters Score -6853603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6853623.000000 Penalty: 5461.231445
	Iteration 44Q: 3 clusters Score -6853623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6853654.000000 Penalty: 5461.231445
	Iteration 45Q: 3 clusters Score -6853654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6853663.500000 Penalty: 5461.231445
	Iteration 46Q: 3 clusters Score -6853664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6853656.500000 Penalty: 5461.231445
	Iteration 47Q: 3 clusters Score -6853656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6853654.000000 Penalty: 5461.231445
	Iteration 48Q: 3 clusters Score -6853654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6853667.000000 Penalty: 5461.231445
	Iteration 49Q: 3 clusters Score -6853667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -6853666.000000 Penalty: 5461.231445
	Iteration 50Q: 3 clusters Score -6853666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6853674.000000 Penalty: 5461.231445
	Iteration 51Q: 3 clusters Score -6853674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6853677.000000 Penalty: 5461.231445
	Iteration 52Q: 3 clusters Score -6853677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6853672.500000 Penalty: 5461.231445
	Iteration 53Q: 3 clusters Score -6853672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6853678.500000 Penalty: 5461.231445
	Iteration 54Q: 3 clusters Score -6853678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6853682.000000 Penalty: 5461.231445
	Iteration 55Q: 3 clusters Score -6853682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6853678.000000 Penalty: 5461.231445
	Iteration 56Q: 3 clusters Score -6853678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6853680.000000 Penalty: 5461.231445
	Iteration 57Q: 3 clusters Score -6853680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6853684.500000 Penalty: 5461.231445
	Iteration 58Q: 3 clusters Score -6853684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6853678.500000 Penalty: 5461.231445
	Iteration 59Q: 3 clusters Score -6853678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6853670.500000 Penalty: 5461.231445
	Iteration 60F: 3 clusters Score -6853670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6853691.000000 Penalty: 5461.231445
	Iteration 61Q: 3 clusters Score -6853691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6853691.000000 Penalty: 5461.231445
	Iteration 62Q: 3 clusters Score -6853691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6853704.000000 Penalty: 5461.231445
	Iteration 63Q: 3 clusters Score -6853704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6853708.500000 Penalty: 5461.231445
	Iteration 64Q: 3 clusters Score -6853708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6853706.000000 Penalty: 5461.231445
	Iteration 65Q: 3 clusters Score -6853706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6853709.500000 Penalty: 5461.231445
	Iteration 66Q: 3 clusters Score -6853710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6853720.000000 Penalty: 5461.231445
	Iteration 67Q: 3 clusters Score -6853720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6853716.000000 Penalty: 5461.231445
	Iteration 68Q: 3 clusters Score -6853716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6853713.000000 Penalty: 5461.231445
	Iteration 69Q: 3 clusters Score -6853713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6853716.000000 Penalty: 5461.231445
	Iteration 70Q: 3 clusters Score -6853716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6853715.500000 Penalty: 5461.231445
	Iteration 71Q: 3 clusters Score -6853716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6853718.500000 Penalty: 5461.231445
	Iteration 72Q: 3 clusters Score -6853718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6853718.000000 Penalty: 5461.231445
	Iteration 73Q: 3 clusters Score -6853718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6853735.500000 Penalty: 5461.231445
	Iteration 74Q: 3 clusters Score -6853736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6853735.500000 Penalty: 5461.231445
	Iteration 75Q: 3 clusters Score -6853736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6853734.000000 Penalty: 5461.231445
	Iteration 76Q: 3 clusters Score -6853734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6853736.000000 Penalty: 5461.231445
	Iteration 77Q: 3 clusters Score -6853736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6853737.000000 Penalty: 5461.231445
	Iteration 78Q: 3 clusters Score -6853737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6853752.000000 Penalty: 5461.231445
	Iteration 79Q: 3 clusters Score -6853752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6853759.500000 Penalty: 5461.231445
	Iteration 80F: 3 clusters Score -6853760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6853763.000000 Penalty: 5461.231445
	Iteration 81Q: 3 clusters Score -6853763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6853761.000000 Penalty: 5461.231445
	Iteration 82Q: 3 clusters Score -6853761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6853755.500000 Penalty: 5461.231445
	Iteration 83Q: 3 clusters Score -6853756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6853757.000000 Penalty: 5461.231445
	Iteration 84Q: 3 clusters Score -6853757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6853761.500000 Penalty: 5461.231445
	Iteration 85Q: 3 clusters Score -6853762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6853758.500000 Penalty: 5461.231445
	Iteration 86Q: 3 clusters Score -6853758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6853758.500000 Penalty: 5461.231445
	Iteration 87F: 3 clusters Score -6853758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Entering Unmasked Estep 
Score: -6626453.500000 Penalty: 2722.224854
	Iteration 0F: 2 clusters Score -6626454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -6587292.000000 Penalty: 5444.449707
	Iteration 0F: 3 clusters Score -6587292 nChanged 27163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -6602494.500000 Penalty: 5444.449707
	Iteration 1F: 3 clusters Score -6602494 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -6603176.000000 Penalty: 5444.449707
	Iteration 2Q: 3 clusters Score -6603176 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6604023.500000 Penalty: 5444.449707
	Iteration 3Q: 3 clusters Score -6604024 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -6605335.000000 Penalty: 5444.449707
	Iteration 4Q: 3 clusters Score -6605335 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -6607673.000000 Penalty: 5444.449707
	Iteration 5F: 3 clusters Score -6607673 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -6611258.000000 Penalty: 5444.449707
	Iteration 6F: 3 clusters Score -6611258 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6616247.000000 Penalty: 5444.449707
	Iteration 7F: 3 clusters Score -6616247 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6620488.500000 Penalty: 5444.449707
	Iteration 8F: 3 clusters Score -6620488 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6622758.500000 Penalty: 5444.449707
	Iteration 9Q: 3 clusters Score -6622758 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6623574.500000 Penalty: 5444.449707
	Iteration 10Q: 3 clusters Score -6623574 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6623849.500000 Penalty: 5444.449707
	Iteration 11Q: 3 clusters Score -6623850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6623929.000000 Penalty: 5444.449707
	Iteration 12Q: 3 clusters Score -6623929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6623994.000000 Penalty: 5444.449707
	Iteration 13Q: 3 clusters Score -6623994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6624016.000000 Penalty: 5444.449707
	Iteration 14Q: 3 clusters Score -6624016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6624028.000000 Penalty: 5444.449707
	Iteration 15Q: 3 clusters Score -6624028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6624032.000000 Penalty: 5444.449707
	Iteration 16Q: 3 clusters Score -6624032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6624045.500000 Penalty: 5444.449707
	Iteration 17Q: 3 clusters Score -6624046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6624053.500000 Penalty: 5444.449707
	Iteration 18Q: 3 clusters Score -6624054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6624057.000000 Penalty: 5444.449707
	Iteration 19Q: 3 clusters Score -6624057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6624058.500000 Penalty: 5444.449707
	Iteration 20F: 3 clusters Score -6624058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -198924.671875 Penalty: 1878.235718
	Iteration 0F: 2 clusters Score -198924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -196327.078125 Penalty: 3756.471436
	Iteration 0F: 3 clusters Score -196327.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196969.968750 Penalty: 3756.471436
	Iteration 1F: 3 clusters Score -196970 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197376.406250 Penalty: 3756.471436
	Iteration 2F: 3 clusters Score -197376.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -197826.250000 Penalty: 3756.471436
	Iteration 3F: 3 clusters Score -197826.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198306.234375 Penalty: 3756.471436
	Iteration 4F: 3 clusters Score -198306.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -198739.500000 Penalty: 3756.471436
	Iteration 5F: 3 clusters Score -198739.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -199430.546875 Penalty: 3756.471436
	Iteration 6F: 3 clusters Score -199430.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -200490.890625 Penalty: 3756.471436
	Iteration 7F: 3 clusters Score -200490.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -201055.718750 Penalty: 3756.471436
	Iteration 8Q: 3 clusters Score -201055.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -201128.515625 Penalty: 3756.471436
	Iteration 9Q: 3 clusters Score -201128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -201134.781250 Penalty: 3756.471436
	Iteration 10Q: 3 clusters Score -201134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201138.203125 Penalty: 3756.471436
	Iteration 11Q: 3 clusters Score -201138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -201139.781250 Penalty: 3756.471436
	Iteration 12Q: 3 clusters Score -201139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -201139.781250 Penalty: 3756.471436
	Iteration 13F: 3 clusters Score -201139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28991 members 
Mstep: Class 3 contains 28266 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 37705 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13291 members 
Mstep: Class 8 contains 976 members 
Mstep: Class 10 contains 42042 members 
Mstep: Class 12 contains 254642 members 
Mstep: Class 13 contains 60509 members 
Mstep: Class 14 contains 58496 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 6196 members 
Mstep: Class 19 contains 231935 members 
Mstep: Class 20 contains 7059 members 
Mstep: Class 21 contains 22450 members 
Entering Unmasked Estep 
Score: -88581248.000000 Penalty: 57316.562500
Splitting cluster 16 changes total score from -88580344.000000 to -88581248.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (6196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Entering Unmasked Estep 
Score: -703196.000000 Penalty: 2165.451416
	Iteration 0F: 2 clusters Score -703196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -697890.125000 Penalty: 4330.902832
	Iteration 0F: 3 clusters Score -697890.1 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -699259.375000 Penalty: 4330.902832
	Iteration 1F: 3 clusters Score -699259.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -699516.562500 Penalty: 4330.902832
	Iteration 2F: 3 clusters Score -699516.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -699713.625000 Penalty: 4330.902832
	Iteration 3F: 3 clusters Score -699713.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -699862.625000 Penalty: 4330.902832
	Iteration 4Q: 3 clusters Score -699862.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -699996.375000 Penalty: 4330.902832
	Iteration 5Q: 3 clusters Score -699996.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -700132.562500 Penalty: 4330.902832
	Iteration 6Q: 3 clusters Score -700132.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -700281.062500 Penalty: 4330.902832
	Iteration 7Q: 3 clusters Score -700281.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -700446.687500 Penalty: 4330.902832
	Iteration 8Q: 3 clusters Score -700446.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -700612.750000 Penalty: 4330.902832
	Iteration 9Q: 3 clusters Score -700612.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -700761.750000 Penalty: 4330.902832
	Iteration 10Q: 3 clusters Score -700761.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -700919.812500 Penalty: 4330.902832
	Iteration 11Q: 3 clusters Score -700919.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -701035.500000 Penalty: 4330.902832
	Iteration 12Q: 3 clusters Score -701035.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -701172.187500 Penalty: 4330.902832
	Iteration 13Q: 3 clusters Score -701172.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -701277.187500 Penalty: 4330.902832
	Iteration 14Q: 3 clusters Score -701277.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -701351.500000 Penalty: 4330.902832
	Iteration 15Q: 3 clusters Score -701351.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -701400.625000 Penalty: 4330.902832
	Iteration 16Q: 3 clusters Score -701400.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -701436.500000 Penalty: 4330.902832
	Iteration 17Q: 3 clusters Score -701436.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -701480.062500 Penalty: 4330.902832
	Iteration 18Q: 3 clusters Score -701480.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -701508.187500 Penalty: 4330.902832
	Iteration 19Q: 3 clusters Score -701508.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -701532.500000 Penalty: 4330.902832
	Iteration 20F: 3 clusters Score -701532.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -701554.250000 Penalty: 4330.902832
	Iteration 21Q: 3 clusters Score -701554.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -701571.687500 Penalty: 4330.902832
	Iteration 22Q: 3 clusters Score -701571.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -701582.750000 Penalty: 4330.902832
	Iteration 23Q: 3 clusters Score -701582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -701591.312500 Penalty: 4330.902832
	Iteration 24Q: 3 clusters Score -701591.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -701596.500000 Penalty: 4330.902832
	Iteration 25Q: 3 clusters Score -701596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -701600.625000 Penalty: 4330.902832
	Iteration 26Q: 3 clusters Score -701600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -701603.312500 Penalty: 4330.902832
	Iteration 27Q: 3 clusters Score -701603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -701604.375000 Penalty: 4330.902832
	Iteration 28Q: 3 clusters Score -701604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -701604.562500 Penalty: 4330.902832
	Iteration 29Q: 3 clusters Score -701604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -701604.562500 Penalty: 4330.902832
	Iteration 30F: 3 clusters Score -701604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (231935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231935 members 
Entering Unmasked Estep 
Score: -25934990.000000 Penalty: 3063.844727
	Iteration 0F: 2 clusters Score -2.593499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -25787366.000000 Penalty: 6127.689453
	Iteration 0F: 3 clusters Score -2.578737e+07 nChanged 111761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118692 members 
Mstep: Class 2 contains 113243 members 
Entering Unmasked Estep 
Score: -25854256.000000 Penalty: 6127.689453
	Iteration 1F: 3 clusters Score -2.585426e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 110886 members 
Entering Unmasked Estep 
Score: -25857060.000000 Penalty: 6127.689453
	Iteration 2Q: 3 clusters Score -2.585706e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -25860882.000000 Penalty: 6127.689453
	Iteration 3Q: 3 clusters Score -2.586088e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -25866748.000000 Penalty: 6127.689453
	Iteration 4F: 3 clusters Score -2.586675e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
Score: -25875350.000000 Penalty: 6127.689453
	Iteration 5F: 3 clusters Score -2.587535e+07 nChanged 16187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149084 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -25886076.000000 Penalty: 6127.689453
	Iteration 6F: 3 clusters Score -2.588608e+07 nChanged 16013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -25898108.000000 Penalty: 6127.689453
	Iteration 7F: 3 clusters Score -2.589811e+07 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170656 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -25909452.000000 Penalty: 6127.689453
	Iteration 8F: 3 clusters Score -2.590945e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178087 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -25917400.000000 Penalty: 6127.689453
	Iteration 9Q: 3 clusters Score -2.59174e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183483 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -25921504.000000 Penalty: 6127.689453
	Iteration 10Q: 3 clusters Score -2.59215e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188033 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -25923888.000000 Penalty: 6127.689453
	Iteration 11Q: 3 clusters Score -2.592389e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192068 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -25925442.000000 Penalty: 6127.689453
	Iteration 12Q: 3 clusters Score -2.592544e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195727 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -25926794.000000 Penalty: 6127.689453
	Iteration 13Q: 3 clusters Score -2.592679e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199005 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -25927918.000000 Penalty: 6127.689453
	Iteration 14Q: 3 clusters Score -2.592792e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202018 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -25929144.000000 Penalty: 6127.689453
	Iteration 15Q: 3 clusters Score -2.592914e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204729 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -25930182.000000 Penalty: 6127.689453
	Iteration 16Q: 3 clusters Score -2.593018e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207191 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -25931018.000000 Penalty: 6127.689453
	Iteration 17Q: 3 clusters Score -2.593102e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209433 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -25931862.000000 Penalty: 6127.689453
	Iteration 18Q: 3 clusters Score -2.593186e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211524 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -25932388.000000 Penalty: 6127.689453
	Iteration 19Q: 3 clusters Score -2.593239e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213349 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -25933046.000000 Penalty: 6127.689453
	Iteration 20F: 3 clusters Score -2.593305e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214970 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -25933428.000000 Penalty: 6127.689453
	Iteration 21Q: 3 clusters Score -2.593343e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216410 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -25933920.000000 Penalty: 6127.689453
	Iteration 22Q: 3 clusters Score -2.593392e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217791 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -25934424.000000 Penalty: 6127.689453
	Iteration 23Q: 3 clusters Score -2.593442e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219064 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -25934766.000000 Penalty: 6127.689453
	Iteration 24Q: 3 clusters Score -2.593477e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220213 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -25934912.000000 Penalty: 6127.689453
	Iteration 25Q: 3 clusters Score -2.593491e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221264 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -25935028.000000 Penalty: 6127.689453
	Iteration 26Q: 3 clusters Score -2.593503e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222153 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -25935006.000000 Penalty: 6127.689453
	Iteration 27Q: 3 clusters Score -2.593501e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222943 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -25935050.000000 Penalty: 6127.689453
	Iteration 28Q: 3 clusters Score -2.593505e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223675 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -25935050.000000 Penalty: 6127.689453
	Iteration 29Q: 3 clusters Score -2.593505e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224333 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -25935042.000000 Penalty: 6127.689453
	Iteration 30Q: 3 clusters Score -2.593504e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224945 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -25934994.000000 Penalty: 6127.689453
	Iteration 31Q: 3 clusters Score -2.593499e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225455 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -25934932.000000 Penalty: 6127.689453
	Iteration 32Q: 3 clusters Score -2.593493e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -25934842.000000 Penalty: 6127.689453
	Iteration 33Q: 3 clusters Score -2.593484e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226375 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -25934758.000000 Penalty: 6127.689453
	Iteration 34Q: 3 clusters Score -2.593476e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226704 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -25934748.000000 Penalty: 6127.689453
	Iteration 35Q: 3 clusters Score -2.593475e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226998 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -25934702.000000 Penalty: 6127.689453
	Iteration 36Q: 3 clusters Score -2.59347e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227258 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -25934650.000000 Penalty: 6127.689453
	Iteration 37Q: 3 clusters Score -2.593465e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227476 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -25934602.000000 Penalty: 6127.689453
	Iteration 38Q: 3 clusters Score -2.59346e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227667 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -25934572.000000 Penalty: 6127.689453
	Iteration 39Q: 3 clusters Score -2.593457e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227844 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -25934558.000000 Penalty: 6127.689453
	Iteration 40F: 3 clusters Score -2.593456e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227999 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -25934558.000000 Penalty: 6127.689453
	Iteration 41Q: 3 clusters Score -2.593456e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228141 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -25934476.000000 Penalty: 6127.689453
	Iteration 42Q: 3 clusters Score -2.593448e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228267 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -25934462.000000 Penalty: 6127.689453
	Iteration 43Q: 3 clusters Score -2.593446e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228379 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -25934410.000000 Penalty: 6127.689453
	Iteration 44Q: 3 clusters Score -2.593441e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228476 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -25934410.000000 Penalty: 6127.689453
	Iteration 45Q: 3 clusters Score -2.593441e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228553 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -25934402.000000 Penalty: 6127.689453
	Iteration 46Q: 3 clusters Score -2.59344e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228625 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -25934356.000000 Penalty: 6127.689453
	Iteration 47Q: 3 clusters Score -2.593436e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228683 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -25934386.000000 Penalty: 6127.689453
	Iteration 48Q: 3 clusters Score -2.593439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228745 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -25934320.000000 Penalty: 6127.689453
	Iteration 49Q: 3 clusters Score -2.593432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228792 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -25934340.000000 Penalty: 6127.689453
	Iteration 50Q: 3 clusters Score -2.593434e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228825 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -25934324.000000 Penalty: 6127.689453
	Iteration 51Q: 3 clusters Score -2.593432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228848 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -25934316.000000 Penalty: 6127.689453
	Iteration 52Q: 3 clusters Score -2.593432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228866 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -25934298.000000 Penalty: 6127.689453
	Iteration 53Q: 3 clusters Score -2.59343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228885 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -25934292.000000 Penalty: 6127.689453
	Iteration 54Q: 3 clusters Score -2.593429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228898 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -25934304.000000 Penalty: 6127.689453
	Iteration 55Q: 3 clusters Score -2.59343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228911 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -25934290.000000 Penalty: 6127.689453
	Iteration 56Q: 3 clusters Score -2.593429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228930 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -25934290.000000 Penalty: 6127.689453
	Iteration 57Q: 3 clusters Score -2.593429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228948 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -25934272.000000 Penalty: 6127.689453
	Iteration 58Q: 3 clusters Score -2.593427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228966 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -25934260.000000 Penalty: 6127.689453
	Iteration 59Q: 3 clusters Score -2.593426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228978 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -25934262.000000 Penalty: 6127.689453
	Iteration 60F: 3 clusters Score -2.593426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228992 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -25934256.000000 Penalty: 6127.689453
	Iteration 61Q: 3 clusters Score -2.593426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229001 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -25934286.000000 Penalty: 6127.689453
	Iteration 62Q: 3 clusters Score -2.593429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229008 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -25934284.000000 Penalty: 6127.689453
	Iteration 63Q: 3 clusters Score -2.593428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229020 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -25934286.000000 Penalty: 6127.689453
	Iteration 64Q: 3 clusters Score -2.593429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229031 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -25934256.000000 Penalty: 6127.689453
	Iteration 65Q: 3 clusters Score -2.593426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229040 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -25934258.000000 Penalty: 6127.689453
	Iteration 66Q: 3 clusters Score -2.593426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229056 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -25934278.000000 Penalty: 6127.689453
	Iteration 67Q: 3 clusters Score -2.593428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229070 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -25934278.000000 Penalty: 6127.689453
	Iteration 68Q: 3 clusters Score -2.593428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229084 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -25934260.000000 Penalty: 6127.689453
	Iteration 69Q: 3 clusters Score -2.593426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229096 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25934242.000000 Penalty: 6127.689453
	Iteration 70Q: 3 clusters Score -2.593424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229111 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -25934248.000000 Penalty: 6127.689453
	Iteration 71Q: 3 clusters Score -2.593425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229129 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -25934254.000000 Penalty: 6127.689453
	Iteration 72Q: 3 clusters Score -2.593425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229137 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -25934272.000000 Penalty: 6127.689453
	Iteration 73Q: 3 clusters Score -2.593427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229157 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -25934250.000000 Penalty: 6127.689453
	Iteration 74Q: 3 clusters Score -2.593425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229166 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -25934260.000000 Penalty: 6127.689453
	Iteration 75Q: 3 clusters Score -2.593426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229174 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -25934270.000000 Penalty: 6127.689453
	Iteration 76Q: 3 clusters Score -2.593427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229183 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25934234.000000 Penalty: 6127.689453
	Iteration 77Q: 3 clusters Score -2.593423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229191 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -25934236.000000 Penalty: 6127.689453
	Iteration 78Q: 3 clusters Score -2.593424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229202 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -25934232.000000 Penalty: 6127.689453
	Iteration 79Q: 3 clusters Score -2.593423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229208 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -25934240.000000 Penalty: 6127.689453
	Iteration 80F: 3 clusters Score -2.593424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229209 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -25934224.000000 Penalty: 6127.689453
	Iteration 81Q: 3 clusters Score -2.593422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229212 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -25934224.000000 Penalty: 6127.689453
	Iteration 82Q: 3 clusters Score -2.593422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229216 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -25934226.000000 Penalty: 6127.689453
	Iteration 83Q: 3 clusters Score -2.593423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229220 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -25934228.000000 Penalty: 6127.689453
	Iteration 84Q: 3 clusters Score -2.593423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229227 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -25934244.000000 Penalty: 6127.689453
	Iteration 85Q: 3 clusters Score -2.593424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229231 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -25934240.000000 Penalty: 6127.689453
	Iteration 86Q: 3 clusters Score -2.593424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229235 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -25934252.000000 Penalty: 6127.689453
	Iteration 87Q: 3 clusters Score -2.593425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229238 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -25934238.000000 Penalty: 6127.689453
	Iteration 88Q: 3 clusters Score -2.593424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229240 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -25934242.000000 Penalty: 6127.689453
	Iteration 89Q: 3 clusters Score -2.593424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229241 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -25934276.000000 Penalty: 6127.689453
	Iteration 90Q: 3 clusters Score -2.593428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229245 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -25934240.000000 Penalty: 6127.689453
	Iteration 91Q: 3 clusters Score -2.593424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229248 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -25934248.000000 Penalty: 6127.689453
	Iteration 92Q: 3 clusters Score -2.593425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229252 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -25934242.000000 Penalty: 6127.689453
	Iteration 93Q: 3 clusters Score -2.593424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229262 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -25934234.000000 Penalty: 6127.689453
	Iteration 94Q: 3 clusters Score -2.593423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229271 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -25934224.000000 Penalty: 6127.689453
	Iteration 95Q: 3 clusters Score -2.593422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229279 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -25934238.000000 Penalty: 6127.689453
	Iteration 96Q: 3 clusters Score -2.593424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229281 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -25934218.000000 Penalty: 6127.689453
	Iteration 97Q: 3 clusters Score -2.593422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229287 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -25934216.000000 Penalty: 6127.689453
	Iteration 98Q: 3 clusters Score -2.593422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229291 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -25934208.000000 Penalty: 6127.689453
	Iteration 99Q: 3 clusters Score -2.593421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229293 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -25934224.000000 Penalty: 6127.689453
	Iteration 100F: 3 clusters Score -2.593422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229295 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -25934218.000000 Penalty: 6127.689453
	Iteration 101Q: 3 clusters Score -2.593422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229299 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -25934220.000000 Penalty: 6127.689453
	Iteration 102Q: 3 clusters Score -2.593422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229300 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -25934210.000000 Penalty: 6127.689453
	Iteration 103Q: 3 clusters Score -2.593421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229300 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -25934210.000000 Penalty: 6127.689453
	Iteration 104F: 3 clusters Score -2.593421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -821657.250000 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -821657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -815829.562500 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -815829.6 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -817327.437500 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -817327.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -817549.000000 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -817549 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -817687.437500 Penalty: 4395.581055
	Iteration 3Q: 3 clusters Score -817687.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -817792.187500 Penalty: 4395.581055
	Iteration 4Q: 3 clusters Score -817792.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -817877.437500 Penalty: 4395.581055
	Iteration 5Q: 3 clusters Score -817877.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -817932.937500 Penalty: 4395.581055
	Iteration 6Q: 3 clusters Score -817932.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -817972.000000 Penalty: 4395.581055
	Iteration 7Q: 3 clusters Score -817972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -818002.937500 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -818002.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -818038.875000 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -818038.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -818069.812500 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -818069.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -818094.500000 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -818094.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -818118.437500 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -818118.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -818142.750000 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -818142.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -818162.625000 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -818162.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -818177.750000 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -818177.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -818199.500000 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -818199.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -818221.437500 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -818221.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -818241.500000 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -818241.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -818275.062500 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -818275.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -818316.687500 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -818316.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -818355.437500 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -818355.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -818405.312500 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -818405.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -818465.687500 Penalty: 4395.581055
	Iteration 23Q: 3 clusters Score -818465.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -818530.875000 Penalty: 4395.581055
	Iteration 24Q: 3 clusters Score -818530.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -818618.437500 Penalty: 4395.581055
	Iteration 25Q: 3 clusters Score -818618.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -818739.750000 Penalty: 4395.581055
	Iteration 26Q: 3 clusters Score -818739.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -818875.500000 Penalty: 4395.581055
	Iteration 27Q: 3 clusters Score -818875.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -818992.312500 Penalty: 4395.581055
	Iteration 28Q: 3 clusters Score -818992.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -819084.937500 Penalty: 4395.581055
	Iteration 29Q: 3 clusters Score -819084.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -819170.312500 Penalty: 4395.581055
	Iteration 30Q: 3 clusters Score -819170.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -819262.187500 Penalty: 4395.581055
	Iteration 31Q: 3 clusters Score -819262.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -819334.000000 Penalty: 4395.581055
	Iteration 32Q: 3 clusters Score -819334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -819402.062500 Penalty: 4395.581055
	Iteration 33Q: 3 clusters Score -819402.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -819460.937500 Penalty: 4395.581055
	Iteration 34Q: 3 clusters Score -819460.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -819507.812500 Penalty: 4395.581055
	Iteration 35Q: 3 clusters Score -819507.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -819541.937500 Penalty: 4395.581055
	Iteration 36Q: 3 clusters Score -819541.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -819568.375000 Penalty: 4395.581055
	Iteration 37Q: 3 clusters Score -819568.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -819600.687500 Penalty: 4395.581055
	Iteration 38Q: 3 clusters Score -819600.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -819629.437500 Penalty: 4395.581055
	Iteration 39Q: 3 clusters Score -819629.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -819651.687500 Penalty: 4395.581055
	Iteration 40F: 3 clusters Score -819651.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -819672.937500 Penalty: 4395.581055
	Iteration 41Q: 3 clusters Score -819672.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -819689.625000 Penalty: 4395.581055
	Iteration 42Q: 3 clusters Score -819689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -819701.625000 Penalty: 4395.581055
	Iteration 43Q: 3 clusters Score -819701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -819707.750000 Penalty: 4395.581055
	Iteration 44Q: 3 clusters Score -819707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -819709.125000 Penalty: 4395.581055
	Iteration 45Q: 3 clusters Score -819709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -819709.437500 Penalty: 4395.581055
	Iteration 46Q: 3 clusters Score -819709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -819709.437500 Penalty: 4395.581055
	Iteration 47F: 3 clusters Score -819709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Entering Unmasked Estep 
Score: -2552506.250000 Penalty: 2484.723389
	Iteration 0F: 2 clusters Score -2552506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2536976.000000 Penalty: 4969.446777
	Iteration 0F: 3 clusters Score -2536976 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2543204.500000 Penalty: 4969.446777
	Iteration 1F: 3 clusters Score -2543204 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2544881.500000 Penalty: 4969.446777
	Iteration 2F: 3 clusters Score -2544882 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2546711.250000 Penalty: 4969.446777
	Iteration 3F: 3 clusters Score -2546711 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2548262.000000 Penalty: 4969.446777
	Iteration 4F: 3 clusters Score -2548262 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2549340.250000 Penalty: 4969.446777
	Iteration 5F: 3 clusters Score -2549340 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2550108.750000 Penalty: 4969.446777
	Iteration 6Q: 3 clusters Score -2550109 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2550649.250000 Penalty: 4969.446777
	Iteration 7Q: 3 clusters Score -2550649 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2551005.500000 Penalty: 4969.446777
	Iteration 8Q: 3 clusters Score -2551006 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2551184.500000 Penalty: 4969.446777
	Iteration 9Q: 3 clusters Score -2551184 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2551288.000000 Penalty: 4969.446777
	Iteration 10Q: 3 clusters Score -2551288 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2551366.750000 Penalty: 4969.446777
	Iteration 11Q: 3 clusters Score -2551367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2551428.000000 Penalty: 4969.446777
	Iteration 12Q: 3 clusters Score -2551428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2551473.500000 Penalty: 4969.446777
	Iteration 13Q: 3 clusters Score -2551474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2551504.250000 Penalty: 4969.446777
	Iteration 14Q: 3 clusters Score -2551504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2551530.750000 Penalty: 4969.446777
	Iteration 15Q: 3 clusters Score -2551531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2551546.000000 Penalty: 4969.446777
	Iteration 16Q: 3 clusters Score -2551546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2551557.250000 Penalty: 4969.446777
	Iteration 17Q: 3 clusters Score -2551557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2551571.000000 Penalty: 4969.446777
	Iteration 18Q: 3 clusters Score -2551571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2551580.500000 Penalty: 4969.446777
	Iteration 19Q: 3 clusters Score -2551580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2551595.250000 Penalty: 4969.446777
	Iteration 20F: 3 clusters Score -2551595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2551604.250000 Penalty: 4969.446777
	Iteration 21Q: 3 clusters Score -2551604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2551621.500000 Penalty: 4969.446777
	Iteration 22Q: 3 clusters Score -2551622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2551623.250000 Penalty: 4969.446777
	Iteration 23Q: 3 clusters Score -2551623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2551636.250000 Penalty: 4969.446777
	Iteration 24Q: 3 clusters Score -2551636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2551643.000000 Penalty: 4969.446777
	Iteration 25Q: 3 clusters Score -2551643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2551657.000000 Penalty: 4969.446777
	Iteration 26Q: 3 clusters Score -2551657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2551657.500000 Penalty: 4969.446777
	Iteration 27Q: 3 clusters Score -2551658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2551660.750000 Penalty: 4969.446777
	Iteration 28Q: 3 clusters Score -2551661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2551665.000000 Penalty: 4969.446777
	Iteration 29Q: 3 clusters Score -2551665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2551678.750000 Penalty: 4969.446777
	Iteration 30Q: 3 clusters Score -2551679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2551679.250000 Penalty: 4969.446777
	Iteration 31Q: 3 clusters Score -2551679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2551690.000000 Penalty: 4969.446777
	Iteration 32Q: 3 clusters Score -2551690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2551695.000000 Penalty: 4969.446777
	Iteration 33Q: 3 clusters Score -2551695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2551697.750000 Penalty: 4969.446777
	Iteration 34Q: 3 clusters Score -2551698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2551693.500000 Penalty: 4969.446777
	Iteration 35Q: 3 clusters Score -2551694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2551694.750000 Penalty: 4969.446777
	Iteration 36Q: 3 clusters Score -2551695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2551698.250000 Penalty: 4969.446777
	Iteration 37Q: 3 clusters Score -2551698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2551701.250000 Penalty: 4969.446777
	Iteration 38Q: 3 clusters Score -2551701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2551705.750000 Penalty: 4969.446777
	Iteration 39Q: 3 clusters Score -2551706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2551708.750000 Penalty: 4969.446777
	Iteration 40F: 3 clusters Score -2551709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2551706.000000 Penalty: 4969.446777
	Iteration 41Q: 3 clusters Score -2551706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2551703.250000 Penalty: 4969.446777
	Iteration 42Q: 3 clusters Score -2551703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2551708.250000 Penalty: 4969.446777
	Iteration 43Q: 3 clusters Score -2551708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2551708.250000 Penalty: 4969.446777
	Iteration 44F: 3 clusters Score -2551708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28991 members 
Mstep: Class 3 contains 28266 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 37705 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13291 members 
Mstep: Class 10 contains 42042 members 
Mstep: Class 12 contains 254642 members 
Mstep: Class 13 contains 60509 members 
Mstep: Class 14 contains 58496 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 6196 members 
Mstep: Class 19 contains 231935 members 
Mstep: Class 20 contains 7059 members 
Mstep: Class 21 contains 22450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581360.000000 Penalty: 57316.562500
Iteration 119Q: 18 clusters Score -8.858136e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 29365 members 
Mstep: Class 3 contains 28030 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 37709 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 10 contains 42030 members 
Mstep: Class 12 contains 254583 members 
Mstep: Class 13 contains 60106 members 
Mstep: Class 14 contains 58423 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 19 contains 231950 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 22774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581656.000000 Penalty: 57316.562500
Iteration 120F: 18 clusters Score -8.858166e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29750 members 
Mstep: Class 3 contains 27802 members 
Mstep: Class 4 contains 6187 members 
Mstep: Class 5 contains 37703 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 10 contains 42023 members 
Mstep: Class 12 contains 254563 members 
Mstep: Class 13 contains 59684 members 
Mstep: Class 14 contains 58349 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 19 contains 231898 members 
Mstep: Class 20 contains 7142 members 
Mstep: Class 21 contains 23098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581968.000000 Penalty: 57316.562500
Iteration 121Q: 18 clusters Score -8.858197e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 30111 members 
Mstep: Class 3 contains 27583 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 37710 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13307 members 
Mstep: Class 8 contains 976 members 
Mstep: Class 10 contains 42024 members 
Mstep: Class 12 contains 254507 members 
Mstep: Class 13 contains 59273 members 
Mstep: Class 14 contains 58283 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 6290 members 
Mstep: Class 19 contains 231880 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 23396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582344.000000 Penalty: 57316.562500
Iteration 122Q: 18 clusters Score -8.858234e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 30469 members 
Mstep: Class 3 contains 27350 members 
Mstep: Class 4 contains 6219 members 
Mstep: Class 5 contains 37724 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13315 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 10 contains 42008 members 
Mstep: Class 12 contains 254441 members 
Mstep: Class 13 contains 58826 members 
Mstep: Class 14 contains 58210 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 19 contains 231953 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 23702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582256.000000 Penalty: 57316.562500
Iteration 123Q: 18 clusters Score -8.858226e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 27123 members 
Mstep: Class 4 contains 6233 members 
Mstep: Class 5 contains 37727 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13322 members 
Mstep: Class 8 contains 979 members 
Mstep: Class 10 contains 41987 members 
Mstep: Class 12 contains 254361 members 
Mstep: Class 13 contains 58406 members 
Mstep: Class 14 contains 58144 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 19 contains 232019 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 24011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582800.000000 Penalty: 57316.562500
Iteration 124Q: 18 clusters Score -8.85828e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 31124 members 
Mstep: Class 3 contains 26896 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 37730 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13321 members 
Mstep: Class 8 contains 979 members 
Mstep: Class 10 contains 41958 members 
Mstep: Class 12 contains 254237 members 
Mstep: Class 13 contains 57978 members 
Mstep: Class 14 contains 58087 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6415 members 
Mstep: Class 19 contains 232111 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 24354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582832.000000 Penalty: 57316.562500
Iteration 125Q: 18 clusters Score -8.858283e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 31459 members 
Mstep: Class 3 contains 26678 members 
Mstep: Class 4 contains 6252 members 
Mstep: Class 5 contains 37722 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13323 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 10 contains 41920 members 
Mstep: Class 12 contains 254129 members 
Mstep: Class 13 contains 57508 members 
Mstep: Class 14 contains 58026 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6474 members 
Mstep: Class 19 contains 232197 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 24723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583016.000000 Penalty: 57316.562500
Iteration 126Q: 18 clusters Score -8.858302e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 31763 members 
Mstep: Class 3 contains 26450 members 
Mstep: Class 4 contains 6262 members 
Mstep: Class 5 contains 37710 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13325 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 10 contains 41893 members 
Mstep: Class 12 contains 254098 members 
Mstep: Class 13 contains 57066 members 
Mstep: Class 14 contains 57962 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6533 members 
Mstep: Class 19 contains 232231 members 
Mstep: Class 20 contains 7371 members 
Mstep: Class 21 contains 25086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583192.000000 Penalty: 57316.562500
Iteration 127Q: 18 clusters Score -8.858319e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 32052 members 
Mstep: Class 3 contains 26235 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 37713 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13326 members 
Mstep: Class 8 contains 983 members 
Mstep: Class 10 contains 41874 members 
Mstep: Class 12 contains 254067 members 
Mstep: Class 13 contains 56607 members 
Mstep: Class 14 contains 57898 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 19 contains 232221 members 
Mstep: Class 20 contains 7405 members 
Mstep: Class 21 contains 25480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583376.000000 Penalty: 57316.562500
Iteration 128Q: 18 clusters Score -8.858338e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 32350 members 
Mstep: Class 3 contains 26001 members 
Mstep: Class 4 contains 6271 members 
Mstep: Class 5 contains 37711 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 13328 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 10 contains 41863 members 
Mstep: Class 12 contains 254073 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6673 members 
Mstep: Class 19 contains 232248 members 
Mstep: Class 20 contains 7438 members 
Mstep: Class 21 contains 25891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583640.000000 Penalty: 57316.562500
Iteration 129Q: 18 clusters Score -8.858364e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32644 members 
Mstep: Class 3 contains 25779 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 37710 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13333 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 10 contains 41846 members 
Mstep: Class 12 contains 254082 members 
Mstep: Class 13 contains 55504 members 
Mstep: Class 14 contains 57746 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 19 contains 232294 members 
Mstep: Class 20 contains 7479 members 
Mstep: Class 21 contains 26286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583840.000000 Penalty: 57316.562500
Iteration 130Q: 18 clusters Score -8.858384e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32929 members 
Mstep: Class 3 contains 25572 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 37694 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13338 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41830 members 
Mstep: Class 12 contains 254123 members 
Mstep: Class 13 contains 54929 members 
Mstep: Class 14 contains 57678 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 19 contains 232309 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 26679 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 18 clusters Score -8.85842e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 33220 members 
Mstep: Class 3 contains 25353 members 
Mstep: Class 4 contains 6285 members 
Mstep: Class 5 contains 37683 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13339 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41810 members 
Mstep: Class 12 contains 254159 members 
Mstep: Class 13 contains 54347 members 
Mstep: Class 14 contains 57604 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 6961 members 
Mstep: Class 19 contains 232353 members 
Mstep: Class 20 contains 7564 members 
Mstep: Class 21 contains 27071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584496.000000 Penalty: 57316.562500
Iteration 132Q: 18 clusters Score -8.85845e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 33510 members 
Mstep: Class 3 contains 25166 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 37695 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13342 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41817 members 
Mstep: Class 12 contains 254172 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 57550 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 7070 members 
Mstep: Class 19 contains 232371 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 27441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584384.000000 Penalty: 57316.562500
Iteration 133Q: 18 clusters Score -8.858438e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 33781 members 
Mstep: Class 3 contains 24995 members 
Mstep: Class 4 contains 6279 members 
Mstep: Class 5 contains 37703 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13343 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41804 members 
Mstep: Class 12 contains 254156 members 
Mstep: Class 13 contains 53073 members 
Mstep: Class 14 contains 57509 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 19 contains 232441 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 27830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584560.000000 Penalty: 57316.562500
Iteration 134Q: 18 clusters Score -8.858456e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34027 members 
Mstep: Class 3 contains 24833 members 
Mstep: Class 4 contains 6289 members 
Mstep: Class 5 contains 37713 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13343 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41789 members 
Mstep: Class 12 contains 254161 members 
Mstep: Class 13 contains 52376 members 
Mstep: Class 14 contains 57492 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 19 contains 232493 members 
Mstep: Class 20 contains 7668 members 
Mstep: Class 21 contains 28207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584488.000000 Penalty: 57316.562500
Iteration 135Q: 18 clusters Score -8.858449e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34244 members 
Mstep: Class 3 contains 24682 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 5 contains 37718 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13344 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41786 members 
Mstep: Class 12 contains 254166 members 
Mstep: Class 13 contains 51649 members 
Mstep: Class 14 contains 57458 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 19 contains 232578 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584888.000000 Penalty: 57316.562500
Iteration 136Q: 18 clusters Score -8.858489e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34475 members 
Mstep: Class 3 contains 24530 members 
Mstep: Class 4 contains 6291 members 
Mstep: Class 5 contains 37736 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13343 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41782 members 
Mstep: Class 12 contains 254207 members 
Mstep: Class 13 contains 50847 members 
Mstep: Class 14 contains 57445 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 19 contains 232668 members 
Mstep: Class 20 contains 7737 members 
Mstep: Class 21 contains 28962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585048.000000 Penalty: 57316.562500
Iteration 137Q: 18 clusters Score -8.858505e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34664 members 
Mstep: Class 3 contains 24406 members 
Mstep: Class 4 contains 6289 members 
Mstep: Class 5 contains 37747 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13343 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41790 members 
Mstep: Class 12 contains 254303 members 
Mstep: Class 13 contains 50025 members 
Mstep: Class 14 contains 57448 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 7939 members 
Mstep: Class 19 contains 232714 members 
Mstep: Class 20 contains 7755 members 
Mstep: Class 21 contains 29320 members 
Entering Unmasked Estep 
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Score: -88585288.000000 Penalty: 57316.562500
Iteration 138Q: 18 clusters Score -8.858529e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 34796 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 6297 members 
Mstep: Class 5 contains 37764 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13344 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41781 members 
Mstep: Class 12 contains 254437 members 
Mstep: Class 13 contains 49171 members 
Mstep: Class 14 contains 57419 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 8159 members 
Mstep: Class 19 contains 232821 members 
Mstep: Class 20 contains 7769 members 
Mstep: Class 21 contains 29659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585360.000000 Penalty: 57316.562500
Iteration 139Q: 18 clusters Score -8.858536e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 34920 members 
Mstep: Class 3 contains 24250 members 
Mstep: Class 4 contains 6301 members 
Mstep: Class 5 contains 37794 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13343 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 10 contains 41768 members 
Mstep: Class 12 contains 254586 members 
Mstep: Class 13 contains 48243 members 
Mstep: Class 14 contains 57393 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 19 contains 232943 members 
Mstep: Class 20 contains 7767 members 
Mstep: Class 21 contains 29996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585544.000000 Penalty: 57316.562500
Iteration 140F: 18 clusters Score -8.858554e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 35032 members 
Mstep: Class 3 contains 24173 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13345 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41760 members 
Mstep: Class 12 contains 254711 members 
Mstep: Class 13 contains 47266 members 
Mstep: Class 14 contains 57365 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 19 contains 233067 members 
Mstep: Class 20 contains 7771 members 
Mstep: Class 21 contains 30378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586024.000000 Penalty: 57316.562500
Iteration 141Q: 18 clusters Score -8.858602e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 35148 members 
Mstep: Class 3 contains 24102 members 
Mstep: Class 4 contains 6313 members 
Mstep: Class 5 contains 37829 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13347 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41761 members 
Mstep: Class 12 contains 254819 members 
Mstep: Class 13 contains 46246 members 
Mstep: Class 14 contains 57310 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 9110 members 
Mstep: Class 19 contains 233239 members 
Mstep: Class 20 contains 7784 members 
Mstep: Class 21 contains 30734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586496.000000 Penalty: 57316.562500
Iteration 142Q: 18 clusters Score -8.85865e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 35267 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 37839 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13351 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41747 members 
Mstep: Class 12 contains 254944 members 
Mstep: Class 13 contains 45113 members 
Mstep: Class 14 contains 57259 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 9502 members 
Mstep: Class 19 contains 233512 members 
Mstep: Class 20 contains 7790 members 
Mstep: Class 21 contains 31083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586896.000000 Penalty: 57316.562500
Iteration 143Q: 18 clusters Score -8.85869e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 35369 members 
Mstep: Class 3 contains 23967 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 37839 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41743 members 
Mstep: Class 12 contains 255061 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 57204 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 9867 members 
Mstep: Class 19 contains 233820 members 
Mstep: Class 20 contains 7797 members 
Mstep: Class 21 contains 31410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587336.000000 Penalty: 57316.562500
Iteration 144Q: 18 clusters Score -8.858734e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 35483 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 37831 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13349 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41736 members 
Mstep: Class 12 contains 255159 members 
Mstep: Class 13 contains 42932 members 
Mstep: Class 14 contains 57166 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 19 contains 234086 members 
Mstep: Class 20 contains 7800 members 
Mstep: Class 21 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587624.000000 Penalty: 57316.562500
Iteration 145Q: 18 clusters Score -8.858762e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 35581 members 
Mstep: Class 3 contains 23864 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 37824 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13350 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41716 members 
Mstep: Class 12 contains 255267 members 
Mstep: Class 13 contains 41874 members 
Mstep: Class 14 contains 57150 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 19 contains 234267 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 32015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588216.000000 Penalty: 57316.562500
Iteration 146Q: 18 clusters Score -8.858822e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 23809 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 37820 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13358 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41716 members 
Mstep: Class 12 contains 255388 members 
Mstep: Class 13 contains 40847 members 
Mstep: Class 14 contains 57144 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 11189 members 
Mstep: Class 19 contains 234375 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 32316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 18 clusters Score -8.85888e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 35764 members 
Mstep: Class 3 contains 23747 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 37826 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41719 members 
Mstep: Class 12 contains 255521 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 57131 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 11615 members 
Mstep: Class 19 contains 234440 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 32603 members 
Entering Unmasked Estep 
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Iteration 148Q: 18 clusters Score -8.858919e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 35849 members 
Mstep: Class 3 contains 23682 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 37843 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41727 members 
Mstep: Class 12 contains 255644 members 
Mstep: Class 13 contains 39007 members 
Mstep: Class 14 contains 57126 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 19 contains 234553 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 32880 members 
Entering Unmasked Estep 
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Iteration 149Q: 18 clusters Score -8.858967e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 35924 members 
Mstep: Class 3 contains 23618 members 
Mstep: Class 4 contains 6292 members 
Mstep: Class 5 contains 37845 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13367 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41727 members 
Mstep: Class 12 contains 255712 members 
Mstep: Class 13 contains 38226 members 
Mstep: Class 14 contains 57090 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 19 contains 234682 members 
Mstep: Class 20 contains 7783 members 
Mstep: Class 21 contains 33139 members 
Entering Unmasked Estep 
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Iteration 150Q: 18 clusters Score -8.858963e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 35999 members 
Mstep: Class 3 contains 23552 members 
Mstep: Class 4 contains 6297 members 
Mstep: Class 5 contains 37843 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13370 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41729 members 
Mstep: Class 12 contains 255807 members 
Mstep: Class 13 contains 37517 members 
Mstep: Class 14 contains 57063 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 12649 members 
Mstep: Class 19 contains 234727 members 
Mstep: Class 20 contains 7785 members 
Mstep: Class 21 contains 33401 members 
Entering Unmasked Estep 
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Iteration 151Q: 18 clusters Score -8.858978e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36062 members 
Mstep: Class 3 contains 23505 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 37841 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13371 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41728 members 
Mstep: Class 12 contains 255860 members 
Mstep: Class 13 contains 36877 members 
Mstep: Class 14 contains 57040 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 12900 members 
Mstep: Class 19 contains 234802 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 33654 members 
Entering Unmasked Estep 
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Iteration 152Q: 18 clusters Score -8.858998e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36131 members 
Mstep: Class 3 contains 23458 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 37848 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13376 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41727 members 
Mstep: Class 12 contains 255909 members 
Mstep: Class 13 contains 36317 members 
Mstep: Class 14 contains 57023 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 13060 members 
Mstep: Class 19 contains 234883 members 
Mstep: Class 20 contains 7794 members 
Mstep: Class 21 contains 33908 members 
Entering Unmasked Estep 
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Iteration 153Q: 18 clusters Score -8.859025e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36219 members 
Mstep: Class 3 contains 23404 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 37847 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13382 members 
Mstep: Class 8 contains 990 members 
Mstep: Class 10 contains 41729 members 
Mstep: Class 12 contains 255948 members 
Mstep: Class 13 contains 35774 members 
Mstep: Class 14 contains 56993 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 13230 members 
Mstep: Class 19 contains 234994 members 
Mstep: Class 20 contains 7798 members 
Mstep: Class 21 contains 34113 members 
Entering Unmasked Estep 
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Iteration 154Q: 18 clusters Score -8.859031e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36290 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 37849 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13390 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41735 members 
Mstep: Class 12 contains 255996 members 
Mstep: Class 13 contains 35350 members 
Mstep: Class 14 contains 56964 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13367 members 
Mstep: Class 19 contains 235021 members 
Mstep: Class 20 contains 7791 members 
Mstep: Class 21 contains 34320 members 
Entering Unmasked Estep 
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Iteration 155Q: 18 clusters Score -8.859032e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 36370 members 
Mstep: Class 3 contains 23305 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13399 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41744 members 
Mstep: Class 12 contains 256043 members 
Mstep: Class 13 contains 34993 members 
Mstep: Class 14 contains 56949 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13470 members 
Mstep: Class 19 contains 235000 members 
Mstep: Class 20 contains 7801 members 
Mstep: Class 21 contains 34507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590392.000000 Penalty: 57316.562500
Iteration 156Q: 18 clusters Score -8.859039e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36448 members 
Mstep: Class 3 contains 23263 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 37847 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41743 members 
Mstep: Class 12 contains 256047 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 56943 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13555 members 
Mstep: Class 19 contains 235050 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590328.000000 Penalty: 57316.562500
Iteration 157Q: 18 clusters Score -8.859033e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36524 members 
Mstep: Class 3 contains 23216 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 37843 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13409 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41743 members 
Mstep: Class 12 contains 256041 members 
Mstep: Class 13 contains 34409 members 
Mstep: Class 14 contains 56922 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 19 contains 235132 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 34777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590304.000000 Penalty: 57316.562500
Iteration 158Q: 18 clusters Score -8.85903e+07 nChanged 1170
Entering ConstructFrom: 
Score: -88590304.000000 Penalty: 57316.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -204715.421875 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -204715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -202177.046875 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -202177 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -202604.812500 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -202604.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -202717.140625 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -202717.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -202777.828125 Penalty: 3739.621094
	Iteration 3Q: 3 clusters Score -202777.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -202837.625000 Penalty: 3739.621094
	Iteration 4Q: 3 clusters Score -202837.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -202887.093750 Penalty: 3739.621094
	Iteration 5Q: 3 clusters Score -202887.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -202954.265625 Penalty: 3739.621094
	Iteration 6Q: 3 clusters Score -202954.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -203063.093750 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -203063.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203211.406250 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -203211.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -203315.203125 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -203315.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -203373.015625 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -203373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -203425.015625 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -203425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -203481.140625 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -203481.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203561.296875 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -203561.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -203622.843750 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -203622.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -203663.546875 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -203663.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203700.109375 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -203700.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -203726.312500 Penalty: 3739.621094
	Iteration 17Q: 3 clusters Score -203726.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -203753.390625 Penalty: 3739.621094
	Iteration 18Q: 3 clusters Score -203753.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -203782.500000 Penalty: 3739.621094
	Iteration 19Q: 3 clusters Score -203782.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -203795.046875 Penalty: 3739.621094
	Iteration 20F: 3 clusters Score -203795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -203808.671875 Penalty: 3739.621094
	Iteration 21Q: 3 clusters Score -203808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -203821.812500 Penalty: 3739.621094
	Iteration 22Q: 3 clusters Score -203821.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -203831.906250 Penalty: 3739.621094
	Iteration 23Q: 3 clusters Score -203831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -203835.703125 Penalty: 3739.621094
	Iteration 24Q: 3 clusters Score -203835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -203840.687500 Penalty: 3739.621094
	Iteration 25Q: 3 clusters Score -203840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -203842.703125 Penalty: 3739.621094
	Iteration 26Q: 3 clusters Score -203842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -203843.875000 Penalty: 3739.621094
	Iteration 27Q: 3 clusters Score -203843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -203843.875000 Penalty: 3739.621094
	Iteration 28F: 3 clusters Score -203843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Entering Unmasked Estep 
Score: -4098982.250000 Penalty: 2605.826904
	Iteration 0F: 2 clusters Score -4098982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4074152.500000 Penalty: 5211.653809
	Iteration 0F: 3 clusters Score -4074152 nChanged 16666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4083246.500000 Penalty: 5211.653809
	Iteration 1F: 3 clusters Score -4083246 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4083738.500000 Penalty: 5211.653809
	Iteration 2Q: 3 clusters Score -4083738 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4084156.500000 Penalty: 5211.653809
	Iteration 3Q: 3 clusters Score -4084156 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4084570.500000 Penalty: 5211.653809
	Iteration 4Q: 3 clusters Score -4084570 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4085028.500000 Penalty: 5211.653809
	Iteration 5Q: 3 clusters Score -4085028 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4085523.750000 Penalty: 5211.653809
	Iteration 6Q: 3 clusters Score -4085524 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4086188.500000 Penalty: 5211.653809
	Iteration 7Q: 3 clusters Score -4086188 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -4087058.000000 Penalty: 5211.653809
	Iteration 8Q: 3 clusters Score -4087058 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -4088190.250000 Penalty: 5211.653809
	Iteration 9F: 3 clusters Score -4088190 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4089553.750000 Penalty: 5211.653809
	Iteration 10F: 3 clusters Score -4089554 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4091178.750000 Penalty: 5211.653809
	Iteration 11F: 3 clusters Score -4091179 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4092762.000000 Penalty: 5211.653809
	Iteration 12F: 3 clusters Score -4092762 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4093980.250000 Penalty: 5211.653809
	Iteration 13Q: 3 clusters Score -4093980 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4094944.000000 Penalty: 5211.653809
	Iteration 14Q: 3 clusters Score -4094944 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4095589.250000 Penalty: 5211.653809
	Iteration 15Q: 3 clusters Score -4095589 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4095991.750000 Penalty: 5211.653809
	Iteration 16Q: 3 clusters Score -4095992 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4096240.500000 Penalty: 5211.653809
	Iteration 17Q: 3 clusters Score -4096240 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4096390.750000 Penalty: 5211.653809
	Iteration 18Q: 3 clusters Score -4096391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4096481.000000 Penalty: 5211.653809
	Iteration 19Q: 3 clusters Score -4096481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4096534.500000 Penalty: 5211.653809
	Iteration 20F: 3 clusters Score -4096534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4096583.750000 Penalty: 5211.653809
	Iteration 21Q: 3 clusters Score -4096584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4096608.500000 Penalty: 5211.653809
	Iteration 22Q: 3 clusters Score -4096608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4096623.000000 Penalty: 5211.653809
	Iteration 23Q: 3 clusters Score -4096623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4096639.000000 Penalty: 5211.653809
	Iteration 24Q: 3 clusters Score -4096639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4096653.000000 Penalty: 5211.653809
	Iteration 25Q: 3 clusters Score -4096653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4096664.250000 Penalty: 5211.653809
	Iteration 26Q: 3 clusters Score -4096664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4096674.000000 Penalty: 5211.653809
	Iteration 27Q: 3 clusters Score -4096674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4096677.000000 Penalty: 5211.653809
	Iteration 28Q: 3 clusters Score -4096677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4096678.250000 Penalty: 5211.653809
	Iteration 29Q: 3 clusters Score -4096678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4096678.250000 Penalty: 5211.653809
	Iteration 30F: 3 clusters Score -4096678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Entering Unmasked Estep 
Score: -2518783.250000 Penalty: 2492.627197
	Iteration 0F: 2 clusters Score -2518783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2502655.500000 Penalty: 4985.254395
	Iteration 0F: 3 clusters Score -2502656 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2508218.750000 Penalty: 4985.254395
	Iteration 1F: 3 clusters Score -2508219 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2508725.500000 Penalty: 4985.254395
	Iteration 2F: 3 clusters Score -2508726 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2509236.750000 Penalty: 4985.254395
	Iteration 3F: 3 clusters Score -2509237 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2509945.750000 Penalty: 4985.254395
	Iteration 4F: 3 clusters Score -2509946 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2511077.750000 Penalty: 4985.254395
	Iteration 5F: 3 clusters Score -2511078 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2512587.500000 Penalty: 4985.254395
	Iteration 6F: 3 clusters Score -2512588 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2514202.000000 Penalty: 4985.254395
	Iteration 7F: 3 clusters Score -2514202 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2515522.000000 Penalty: 4985.254395
	Iteration 8F: 3 clusters Score -2515522 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2516449.000000 Penalty: 4985.254395
	Iteration 9Q: 3 clusters Score -2516449 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2517054.750000 Penalty: 4985.254395
	Iteration 10Q: 3 clusters Score -2517055 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2517376.500000 Penalty: 4985.254395
	Iteration 11Q: 3 clusters Score -2517376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2517519.250000 Penalty: 4985.254395
	Iteration 12Q: 3 clusters Score -2517519 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2517582.500000 Penalty: 4985.254395
	Iteration 13Q: 3 clusters Score -2517582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2517618.750000 Penalty: 4985.254395
	Iteration 14Q: 3 clusters Score -2517619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2517637.000000 Penalty: 4985.254395
	Iteration 15Q: 3 clusters Score -2517637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2517642.500000 Penalty: 4985.254395
	Iteration 16Q: 3 clusters Score -2517642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2517660.750000 Penalty: 4985.254395
	Iteration 17Q: 3 clusters Score -2517661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2517669.750000 Penalty: 4985.254395
	Iteration 18Q: 3 clusters Score -2517670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2517672.250000 Penalty: 4985.254395
	Iteration 19Q: 3 clusters Score -2517672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2517670.500000 Penalty: 4985.254395
	Iteration 20F: 3 clusters Score -2517670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2517673.000000 Penalty: 4985.254395
	Iteration 21Q: 3 clusters Score -2517673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2517673.000000 Penalty: 4985.254395
	Iteration 22F: 3 clusters Score -2517673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -650579.375000 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -650579.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -645283.562500 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -645283.6 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -646835.750000 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -646835.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -647207.125000 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -647207.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -647563.562500 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -647563.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -647913.500000 Penalty: 4340.103027
	Iteration 4F: 3 clusters Score -647913.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -648214.937500 Penalty: 4340.103027
	Iteration 5F: 3 clusters Score -648214.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -648457.687500 Penalty: 4340.103027
	Iteration 6Q: 3 clusters Score -648457.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -648644.937500 Penalty: 4340.103027
	Iteration 7Q: 3 clusters Score -648644.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -648768.375000 Penalty: 4340.103027
	Iteration 8Q: 3 clusters Score -648768.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -648863.750000 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -648863.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -648942.687500 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -648942.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -648995.000000 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -648995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -649030.625000 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -649030.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -649057.437500 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -649057.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -649079.312500 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -649079.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -649093.687500 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -649093.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -649104.562500 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -649104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -649112.500000 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -649112.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -649116.937500 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -649116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -649122.875000 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -649122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -649126.750000 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -649126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -649130.687500 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -649130.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -649136.375000 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -649136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -649141.750000 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -649141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -649147.687500 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -649147.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -649151.625000 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -649151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -649155.062500 Penalty: 4340.103027
	Iteration 26Q: 3 clusters Score -649155.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -649159.875000 Penalty: 4340.103027
	Iteration 27Q: 3 clusters Score -649159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -649162.250000 Penalty: 4340.103027
	Iteration 28Q: 3 clusters Score -649162.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -649168.062500 Penalty: 4340.103027
	Iteration 29Q: 3 clusters Score -649168.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -649173.500000 Penalty: 4340.103027
	Iteration 30Q: 3 clusters Score -649173.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -649177.250000 Penalty: 4340.103027
	Iteration 31Q: 3 clusters Score -649177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -649179.000000 Penalty: 4340.103027
	Iteration 32Q: 3 clusters Score -649179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -649183.562500 Penalty: 4340.103027
	Iteration 33Q: 3 clusters Score -649183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -649185.062500 Penalty: 4340.103027
	Iteration 34Q: 3 clusters Score -649185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -649188.375000 Penalty: 4340.103027
	Iteration 35Q: 3 clusters Score -649188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -649194.000000 Penalty: 4340.103027
	Iteration 36Q: 3 clusters Score -649194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -649201.125000 Penalty: 4340.103027
	Iteration 37Q: 3 clusters Score -649201.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -649207.000000 Penalty: 4340.103027
	Iteration 38Q: 3 clusters Score -649207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -649211.750000 Penalty: 4340.103027
	Iteration 39Q: 3 clusters Score -649211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -649214.250000 Penalty: 4340.103027
	Iteration 40F: 3 clusters Score -649214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -649222.875000 Penalty: 4340.103027
	Iteration 41Q: 3 clusters Score -649222.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -649229.062500 Penalty: 4340.103027
	Iteration 42Q: 3 clusters Score -649229.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -649235.937500 Penalty: 4340.103027
	Iteration 43Q: 3 clusters Score -649235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -649239.875000 Penalty: 4340.103027
	Iteration 44Q: 3 clusters Score -649239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -649243.000000 Penalty: 4340.103027
	Iteration 45Q: 3 clusters Score -649243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -649244.750000 Penalty: 4340.103027
	Iteration 46Q: 3 clusters Score -649244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -649246.062500 Penalty: 4340.103027
	Iteration 47Q: 3 clusters Score -649246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -649245.812500 Penalty: 4340.103027
	Iteration 48Q: 3 clusters Score -649245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -649249.125000 Penalty: 4340.103027
	Iteration 49Q: 3 clusters Score -649249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -649249.750000 Penalty: 4340.103027
	Iteration 50Q: 3 clusters Score -649249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -649251.312500 Penalty: 4340.103027
	Iteration 51Q: 3 clusters Score -649251.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -649253.937500 Penalty: 4340.103027
	Iteration 52Q: 3 clusters Score -649253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -649256.312500 Penalty: 4340.103027
	Iteration 53Q: 3 clusters Score -649256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -649256.562500 Penalty: 4340.103027
	Iteration 54Q: 3 clusters Score -649256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -649256.562500 Penalty: 4340.103027
	Iteration 55F: 3 clusters Score -649256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Entering Unmasked Estep 
Score: -4308999.500000 Penalty: 2614.263916
	Iteration 0F: 2 clusters Score -4309000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4283296.000000 Penalty: 5228.527832
	Iteration 0F: 3 clusters Score -4283296 nChanged 17248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4292633.000000 Penalty: 5228.527832
	Iteration 1F: 3 clusters Score -4292633 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4293054.000000 Penalty: 5228.527832
	Iteration 2Q: 3 clusters Score -4293054 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4293442.500000 Penalty: 5228.527832
	Iteration 3Q: 3 clusters Score -4293442 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4293784.000000 Penalty: 5228.527832
	Iteration 4Q: 3 clusters Score -4293784 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4294095.000000 Penalty: 5228.527832
	Iteration 5Q: 3 clusters Score -4294095 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4294423.000000 Penalty: 5228.527832
	Iteration 6Q: 3 clusters Score -4294423 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -4294799.000000 Penalty: 5228.527832
	Iteration 7Q: 3 clusters Score -4294799 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4295277.500000 Penalty: 5228.527832
	Iteration 8Q: 3 clusters Score -4295278 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4295917.500000 Penalty: 5228.527832
	Iteration 9Q: 3 clusters Score -4295918 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4296707.000000 Penalty: 5228.527832
	Iteration 10Q: 3 clusters Score -4296707 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4297870.500000 Penalty: 5228.527832
	Iteration 11F: 3 clusters Score -4297870 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4299473.000000 Penalty: 5228.527832
	Iteration 12F: 3 clusters Score -4299473 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -4301334.500000 Penalty: 5228.527832
	Iteration 13F: 3 clusters Score -4301334 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4302759.000000 Penalty: 5228.527832
	Iteration 14F: 3 clusters Score -4302759 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4303580.000000 Penalty: 5228.527832
	Iteration 15Q: 3 clusters Score -4303580 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -4303959.000000 Penalty: 5228.527832
	Iteration 16Q: 3 clusters Score -4303959 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -4304182.500000 Penalty: 5228.527832
	Iteration 17Q: 3 clusters Score -4304182 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -4304366.500000 Penalty: 5228.527832
	Iteration 18Q: 3 clusters Score -4304366 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4304527.000000 Penalty: 5228.527832
	Iteration 19Q: 3 clusters Score -4304527 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4304665.500000 Penalty: 5228.527832
	Iteration 20F: 3 clusters Score -4304666 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4304797.000000 Penalty: 5228.527832
	Iteration 21Q: 3 clusters Score -4304797 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4304912.500000 Penalty: 5228.527832
	Iteration 22Q: 3 clusters Score -4304912 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4305004.500000 Penalty: 5228.527832
	Iteration 23Q: 3 clusters Score -4305004 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4305085.000000 Penalty: 5228.527832
	Iteration 24Q: 3 clusters Score -4305085 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4305184.000000 Penalty: 5228.527832
	Iteration 25Q: 3 clusters Score -4305184 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4305257.500000 Penalty: 5228.527832
	Iteration 26Q: 3 clusters Score -4305258 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4305326.000000 Penalty: 5228.527832
	Iteration 27Q: 3 clusters Score -4305326 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4305388.000000 Penalty: 5228.527832
	Iteration 28Q: 3 clusters Score -4305388 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4305441.000000 Penalty: 5228.527832
	Iteration 29Q: 3 clusters Score -4305441 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4305483.500000 Penalty: 5228.527832
	Iteration 30Q: 3 clusters Score -4305484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4305540.000000 Penalty: 5228.527832
	Iteration 31Q: 3 clusters Score -4305540 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4305602.000000 Penalty: 5228.527832
	Iteration 32Q: 3 clusters Score -4305602 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4305662.500000 Penalty: 5228.527832
	Iteration 33Q: 3 clusters Score -4305662 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4305711.000000 Penalty: 5228.527832
	Iteration 34Q: 3 clusters Score -4305711 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4305788.000000 Penalty: 5228.527832
	Iteration 35Q: 3 clusters Score -4305788 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4305844.500000 Penalty: 5228.527832
	Iteration 36Q: 3 clusters Score -4305844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4305934.000000 Penalty: 5228.527832
	Iteration 37Q: 3 clusters Score -4305934 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4306000.500000 Penalty: 5228.527832
	Iteration 38Q: 3 clusters Score -4306000 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4306082.000000 Penalty: 5228.527832
	Iteration 39Q: 3 clusters Score -4306082 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4306147.500000 Penalty: 5228.527832
	Iteration 40F: 3 clusters Score -4306148 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4306226.000000 Penalty: 5228.527832
	Iteration 41Q: 3 clusters Score -4306226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -4306309.000000 Penalty: 5228.527832
	Iteration 42Q: 3 clusters Score -4306309 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4306370.000000 Penalty: 5228.527832
	Iteration 43Q: 3 clusters Score -4306370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4306408.000000 Penalty: 5228.527832
	Iteration 44Q: 3 clusters Score -4306408 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4306448.000000 Penalty: 5228.527832
	Iteration 45Q: 3 clusters Score -4306448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4306488.500000 Penalty: 5228.527832
	Iteration 46Q: 3 clusters Score -4306488 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4306536.500000 Penalty: 5228.527832
	Iteration 47Q: 3 clusters Score -4306536 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4306577.500000 Penalty: 5228.527832
	Iteration 48Q: 3 clusters Score -4306578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4306605.000000 Penalty: 5228.527832
	Iteration 49Q: 3 clusters Score -4306605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4306636.000000 Penalty: 5228.527832
	Iteration 50Q: 3 clusters Score -4306636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4306657.000000 Penalty: 5228.527832
	Iteration 51Q: 3 clusters Score -4306657 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -4306695.500000 Penalty: 5228.527832
	Iteration 52Q: 3 clusters Score -4306696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4306728.500000 Penalty: 5228.527832
	Iteration 53Q: 3 clusters Score -4306728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4306758.500000 Penalty: 5228.527832
	Iteration 54Q: 3 clusters Score -4306758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4306783.000000 Penalty: 5228.527832
	Iteration 55Q: 3 clusters Score -4306783 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4306800.000000 Penalty: 5228.527832
	Iteration 56Q: 3 clusters Score -4306800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4306828.500000 Penalty: 5228.527832
	Iteration 57Q: 3 clusters Score -4306828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4306855.500000 Penalty: 5228.527832
	Iteration 58Q: 3 clusters Score -4306856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4306870.000000 Penalty: 5228.527832
	Iteration 59Q: 3 clusters Score -4306870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4306888.500000 Penalty: 5228.527832
	Iteration 60F: 3 clusters Score -4306888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4306892.500000 Penalty: 5228.527832
	Iteration 61Q: 3 clusters Score -4306892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4306892.000000 Penalty: 5228.527832
	Iteration 62Q: 3 clusters Score -4306892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4306919.500000 Penalty: 5228.527832
	Iteration 63Q: 3 clusters Score -4306920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4306918.000000 Penalty: 5228.527832
	Iteration 64Q: 3 clusters Score -4306918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4306929.500000 Penalty: 5228.527832
	Iteration 65Q: 3 clusters Score -4306930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4306939.000000 Penalty: 5228.527832
	Iteration 66Q: 3 clusters Score -4306939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4306949.500000 Penalty: 5228.527832
	Iteration 67Q: 3 clusters Score -4306950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4306953.000000 Penalty: 5228.527832
	Iteration 68Q: 3 clusters Score -4306953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4306959.500000 Penalty: 5228.527832
	Iteration 69Q: 3 clusters Score -4306960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4306966.500000 Penalty: 5228.527832
	Iteration 70Q: 3 clusters Score -4306966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4306969.000000 Penalty: 5228.527832
	Iteration 71Q: 3 clusters Score -4306969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -4306967.500000 Penalty: 5228.527832
	Iteration 72Q: 3 clusters Score -4306968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4306975.000000 Penalty: 5228.527832
	Iteration 73Q: 3 clusters Score -4306975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4306969.500000 Penalty: 5228.527832
	Iteration 74Q: 3 clusters Score -4306970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4306982.000000 Penalty: 5228.527832
	Iteration 75Q: 3 clusters Score -4306982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4306980.500000 Penalty: 5228.527832
	Iteration 76Q: 3 clusters Score -4306980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4306979.000000 Penalty: 5228.527832
	Iteration 77Q: 3 clusters Score -4306979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4306983.000000 Penalty: 5228.527832
	Iteration 78Q: 3 clusters Score -4306983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4306982.000000 Penalty: 5228.527832
	Iteration 79Q: 3 clusters Score -4306982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4306978.500000 Penalty: 5228.527832
	Iteration 80F: 3 clusters Score -4306978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4306983.500000 Penalty: 5228.527832
	Iteration 81Q: 3 clusters Score -4306984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4306973.500000 Penalty: 5228.527832
	Iteration 82Q: 3 clusters Score -4306974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4306977.500000 Penalty: 5228.527832
	Iteration 83Q: 3 clusters Score -4306978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4306983.500000 Penalty: 5228.527832
	Iteration 84Q: 3 clusters Score -4306984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4306987.000000 Penalty: 5228.527832
	Iteration 85Q: 3 clusters Score -4306987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4306993.000000 Penalty: 5228.527832
	Iteration 86Q: 3 clusters Score -4306993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -4306999.500000 Penalty: 5228.527832
	Iteration 87Q: 3 clusters Score -4307000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4306996.500000 Penalty: 5228.527832
	Iteration 88Q: 3 clusters Score -4306996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4307002.000000 Penalty: 5228.527832
	Iteration 89Q: 3 clusters Score -4307002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4307000.000000 Penalty: 5228.527832
	Iteration 90Q: 3 clusters Score -4307000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4307006.500000 Penalty: 5228.527832
	Iteration 91Q: 3 clusters Score -4307006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4307008.500000 Penalty: 5228.527832
	Iteration 92Q: 3 clusters Score -4307008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4307008.500000 Penalty: 5228.527832
	Iteration 93Q: 3 clusters Score -4307008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4307014.000000 Penalty: 5228.527832
	Iteration 94Q: 3 clusters Score -4307014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4307018.000000 Penalty: 5228.527832
	Iteration 95Q: 3 clusters Score -4307018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4307023.500000 Penalty: 5228.527832
	Iteration 96Q: 3 clusters Score -4307024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4307022.500000 Penalty: 5228.527832
	Iteration 97Q: 3 clusters Score -4307022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4307022.500000 Penalty: 5228.527832
	Iteration 98Q: 3 clusters Score -4307022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4307024.000000 Penalty: 5228.527832
	Iteration 99Q: 3 clusters Score -4307024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4307024.500000 Penalty: 5228.527832
	Iteration 100F: 3 clusters Score -4307024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -4307021.000000 Penalty: 5228.527832
	Iteration 101Q: 3 clusters Score -4307021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4307023.000000 Penalty: 5228.527832
	Iteration 102Q: 3 clusters Score -4307023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4307024.500000 Penalty: 5228.527832
	Iteration 103Q: 3 clusters Score -4307024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4307032.500000 Penalty: 5228.527832
	Iteration 104Q: 3 clusters Score -4307032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4307029.500000 Penalty: 5228.527832
	Iteration 105Q: 3 clusters Score -4307030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4307030.500000 Penalty: 5228.527832
	Iteration 106Q: 3 clusters Score -4307030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4307033.500000 Penalty: 5228.527832
	Iteration 107Q: 3 clusters Score -4307034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4307028.500000 Penalty: 5228.527832
	Iteration 108Q: 3 clusters Score -4307028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4307028.500000 Penalty: 5228.527832
	Iteration 109F: 3 clusters Score -4307028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -50130.105469 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -50130.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48639.656250 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -48639.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48874.093750 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -48874.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48940.492188 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -48940.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49034.546875 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -49034.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49107.558594 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -49107.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49196.074219 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -49196.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49291.324219 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -49291.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49356.464844 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -49356.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49427.578125 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -49427.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49513.503906 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -49513.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49652.281250 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -49652.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49735.867188 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -49735.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49753.945312 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -49753.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49763.894531 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -49763.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49768.277344 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -49768.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49768.277344 Penalty: 3107.589355
	Iteration 15F: 3 clusters Score -49768.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Entering Unmasked Estep 
Score: -1518185.250000 Penalty: 2356.894531
	Iteration 0F: 2 clusters Score -1518185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1508446.625000 Penalty: 4713.789062
	Iteration 0F: 3 clusters Score -1508447 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1511466.375000 Penalty: 4713.789062
	Iteration 1F: 3 clusters Score -1511466 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1512194.750000 Penalty: 4713.789062
	Iteration 2F: 3 clusters Score -1512195 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1513107.125000 Penalty: 4713.789062
	Iteration 3F: 3 clusters Score -1513107 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1514022.875000 Penalty: 4713.789062
	Iteration 4F: 3 clusters Score -1514023 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1514841.750000 Penalty: 4713.789062
	Iteration 5F: 3 clusters Score -1514842 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1515525.500000 Penalty: 4713.789062
	Iteration 6F: 3 clusters Score -1515526 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1516074.625000 Penalty: 4713.789062
	Iteration 7F: 3 clusters Score -1516075 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1516431.125000 Penalty: 4713.789062
	Iteration 8Q: 3 clusters Score -1516431 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1516703.000000 Penalty: 4713.789062
	Iteration 9Q: 3 clusters Score -1516703 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1516821.750000 Penalty: 4713.789062
	Iteration 10Q: 3 clusters Score -1516822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1516885.375000 Penalty: 4713.789062
	Iteration 11Q: 3 clusters Score -1516885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1516917.625000 Penalty: 4713.789062
	Iteration 12Q: 3 clusters Score -1516918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1516934.750000 Penalty: 4713.789062
	Iteration 13Q: 3 clusters Score -1516935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1516945.875000 Penalty: 4713.789062
	Iteration 14Q: 3 clusters Score -1516946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1516960.500000 Penalty: 4713.789062
	Iteration 15Q: 3 clusters Score -1516960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1516973.000000 Penalty: 4713.789062
	Iteration 16Q: 3 clusters Score -1516973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1516982.625000 Penalty: 4713.789062
	Iteration 17Q: 3 clusters Score -1516983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1516990.875000 Penalty: 4713.789062
	Iteration 18Q: 3 clusters Score -1516991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1517000.875000 Penalty: 4713.789062
	Iteration 19Q: 3 clusters Score -1517001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1517007.375000 Penalty: 4713.789062
	Iteration 20F: 3 clusters Score -1517007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1517010.500000 Penalty: 4713.789062
	Iteration 21Q: 3 clusters Score -1517010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1517016.875000 Penalty: 4713.789062
	Iteration 22Q: 3 clusters Score -1517017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1517020.625000 Penalty: 4713.789062
	Iteration 23Q: 3 clusters Score -1517021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1517021.625000 Penalty: 4713.789062
	Iteration 24Q: 3 clusters Score -1517022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1517022.875000 Penalty: 4713.789062
	Iteration 25Q: 3 clusters Score -1517023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1517026.250000 Penalty: 4713.789062
	Iteration 26Q: 3 clusters Score -1517026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1517028.000000 Penalty: 4713.789062
	Iteration 27Q: 3 clusters Score -1517028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1517029.000000 Penalty: 4713.789062
	Iteration 28Q: 3 clusters Score -1517029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1517029.125000 Penalty: 4713.789062
	Iteration 29Q: 3 clusters Score -1517029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1517029.125000 Penalty: 4713.789062
	Iteration 30Q: 3 clusters Score -1517029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1517032.375000 Penalty: 4713.789062
	Iteration 31Q: 3 clusters Score -1517032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1517030.500000 Penalty: 4713.789062
	Iteration 32Q: 3 clusters Score -1517030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1517031.500000 Penalty: 4713.789062
	Iteration 33Q: 3 clusters Score -1517032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1517031.125000 Penalty: 4713.789062
	Iteration 34Q: 3 clusters Score -1517031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1517030.625000 Penalty: 4713.789062
	Iteration 35Q: 3 clusters Score -1517031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1517030.625000 Penalty: 4713.789062
	Iteration 36F: 3 clusters Score -1517031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -102214.656250 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -102214.7 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 499 members 
Entering Unmasked Estep 
Score: -100256.132812 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -100256.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100584.757812 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -100584.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100684.187500 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -100684.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100780.429688 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -100780.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100868.257812 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -100868.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100955.859375 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -100955.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101047.859375 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -101047.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101103.539062 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -101103.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101198.093750 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -101198.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101579.765625 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -101579.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101740.679688 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -101740.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101829.476562 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -101829.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -101903.640625 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -101903.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101961.781250 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -101961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -102011.242188 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -102011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102059.687500 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -102059.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -102091.609375 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -102091.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -102111.820312 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -102111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102122.210938 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -102122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102134.343750 Penalty: 3420.760254
	Iteration 19Q: 3 clusters Score -102134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102155.351562 Penalty: 3420.760254
	Iteration 20F: 3 clusters Score -102155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102185.117188 Penalty: 3420.760254
	Iteration 21Q: 3 clusters Score -102185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -102213.453125 Penalty: 3420.760254
	Iteration 22Q: 3 clusters Score -102213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -102228.851562 Penalty: 3420.760254
	Iteration 23Q: 3 clusters Score -102228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -102241.773438 Penalty: 3420.760254
	Iteration 24Q: 3 clusters Score -102241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -102247.328125 Penalty: 3420.760254
	Iteration 25Q: 3 clusters Score -102247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -102247.328125 Penalty: 3420.760254
	Iteration 26F: 3 clusters Score -102247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36584 members 
Mstep: Class 3 contains 23177 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13408 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 41748 members 
Mstep: Class 12 contains 256029 members 
Mstep: Class 13 contains 34200 members 
Mstep: Class 14 contains 56918 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 19 contains 235164 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 34885 members 
Entering Unmasked Estep 
Score: -88588544.000000 Penalty: 60688.125000
Splitting cluster 8 changes total score from -88590304.000000 to -88588544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (41748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Entering Unmasked Estep 
Score: -4719871.500000 Penalty: 2638.572998
	Iteration 0F: 2 clusters Score -4719872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4691709.500000 Penalty: 5277.145996
	Iteration 0F: 3 clusters Score -4691710 nChanged 19028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4702135.500000 Penalty: 5277.145996
	Iteration 1F: 3 clusters Score -4702136 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4702611.000000 Penalty: 5277.145996
	Iteration 2Q: 3 clusters Score -4702611 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4703092.000000 Penalty: 5277.145996
	Iteration 3Q: 3 clusters Score -4703092 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -4703568.500000 Penalty: 5277.145996
	Iteration 4Q: 3 clusters Score -4703568 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4704114.000000 Penalty: 5277.145996
	Iteration 5Q: 3 clusters Score -4704114 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4704808.000000 Penalty: 5277.145996
	Iteration 6Q: 3 clusters Score -4704808 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -4705622.500000 Penalty: 5277.145996
	Iteration 7Q: 3 clusters Score -4705622 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4706662.000000 Penalty: 5277.145996
	Iteration 8Q: 3 clusters Score -4706662 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -4707919.500000 Penalty: 5277.145996
	Iteration 9F: 3 clusters Score -4707920 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4709429.500000 Penalty: 5277.145996
	Iteration 10F: 3 clusters Score -4709430 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4711037.000000 Penalty: 5277.145996
	Iteration 11F: 3 clusters Score -4711037 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4712762.000000 Penalty: 5277.145996
	Iteration 12F: 3 clusters Score -4712762 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4714368.500000 Penalty: 5277.145996
	Iteration 13Q: 3 clusters Score -4714368 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -4715659.500000 Penalty: 5277.145996
	Iteration 14Q: 3 clusters Score -4715660 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -4716520.000000 Penalty: 5277.145996
	Iteration 15Q: 3 clusters Score -4716520 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4717107.500000 Penalty: 5277.145996
	Iteration 16Q: 3 clusters Score -4717108 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -4717441.000000 Penalty: 5277.145996
	Iteration 17Q: 3 clusters Score -4717441 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -4717672.500000 Penalty: 5277.145996
	Iteration 18Q: 3 clusters Score -4717672 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4717822.000000 Penalty: 5277.145996
	Iteration 19Q: 3 clusters Score -4717822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -4717917.000000 Penalty: 5277.145996
	Iteration 20F: 3 clusters Score -4717917 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -4717968.500000 Penalty: 5277.145996
	Iteration 21Q: 3 clusters Score -4717968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -4718003.000000 Penalty: 5277.145996
	Iteration 22Q: 3 clusters Score -4718003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4718015.000000 Penalty: 5277.145996
	Iteration 23Q: 3 clusters Score -4718015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4718019.000000 Penalty: 5277.145996
	Iteration 24Q: 3 clusters Score -4718019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -4718025.000000 Penalty: 5277.145996
	Iteration 25Q: 3 clusters Score -4718025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4718034.000000 Penalty: 5277.145996
	Iteration 26Q: 3 clusters Score -4718034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -4718036.500000 Penalty: 5277.145996
	Iteration 27Q: 3 clusters Score -4718036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -4718037.000000 Penalty: 5277.145996
	Iteration 28Q: 3 clusters Score -4718037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -4718040.000000 Penalty: 5277.145996
	Iteration 29Q: 3 clusters Score -4718040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -4718045.000000 Penalty: 5277.145996
	Iteration 30Q: 3 clusters Score -4718045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4718047.000000 Penalty: 5277.145996
	Iteration 31Q: 3 clusters Score -4718047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -4718047.500000 Penalty: 5277.145996
	Iteration 32Q: 3 clusters Score -4718048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4718049.500000 Penalty: 5277.145996
	Iteration 33Q: 3 clusters Score -4718050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4718049.500000 Penalty: 5277.145996
	Iteration 34F: 3 clusters Score -4718050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (256029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256029 members 
Entering Unmasked Estep 
Score: -28865070.000000 Penalty: 3088.355469
	Iteration 0F: 2 clusters Score -2.886507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -28709714.000000 Penalty: 6176.710938
	Iteration 0F: 3 clusters Score -2.870971e+07 nChanged 123501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123731 members 
Mstep: Class 2 contains 132298 members 
Entering Unmasked Estep 
Score: -28781382.000000 Penalty: 6176.710938
	Iteration 1F: 3 clusters Score -2.878138e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 134270 members 
Entering Unmasked Estep 
Score: -28782314.000000 Penalty: 6176.710938
	Iteration 2Q: 3 clusters Score -2.878231e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 137302 members 
Entering Unmasked Estep 
Score: -28783682.000000 Penalty: 6176.710938
	Iteration 3Q: 3 clusters Score -2.878368e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -28785606.000000 Penalty: 6176.710938
	Iteration 4Q: 3 clusters Score -2.878561e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 148783 members 
Entering Unmasked Estep 
Score: -28788344.000000 Penalty: 6176.710938
	Iteration 5Q: 3 clusters Score -2.878834e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 158683 members 
Entering Unmasked Estep 
Score: -28793634.000000 Penalty: 6176.710938
	Iteration 6Q: 3 clusters Score -2.879363e+07 nChanged 14445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -28802500.000000 Penalty: 6176.710938
	Iteration 7F: 3 clusters Score -2.88025e+07 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 188862 members 
Entering Unmasked Estep 
Score: -28814892.000000 Penalty: 6176.710938
	Iteration 8F: 3 clusters Score -2.881489e+07 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 206099 members 
Entering Unmasked Estep 
Score: -28829982.000000 Penalty: 6176.710938
	Iteration 9F: 3 clusters Score -2.882998e+07 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 221193 members 
Entering Unmasked Estep 
Score: -28843098.000000 Penalty: 6176.710938
	Iteration 10F: 3 clusters Score -2.88431e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 232470 members 
Entering Unmasked Estep 
Score: -28849542.000000 Penalty: 6176.710938
	Iteration 11Q: 3 clusters Score -2.884954e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 239482 members 
Entering Unmasked Estep 
Score: -28853392.000000 Penalty: 6176.710938
	Iteration 12Q: 3 clusters Score -2.885339e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 244229 members 
Entering Unmasked Estep 
Score: -28855744.000000 Penalty: 6176.710938
	Iteration 13Q: 3 clusters Score -2.885574e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 247602 members 
Entering Unmasked Estep 
Score: -28857328.000000 Penalty: 6176.710938
	Iteration 14Q: 3 clusters Score -2.885733e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 250090 members 
Entering Unmasked Estep 
Score: -28858748.000000 Penalty: 6176.710938
	Iteration 15Q: 3 clusters Score -2.885875e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 251957 members 
Entering Unmasked Estep 
Score: -28859916.000000 Penalty: 6176.710938
	Iteration 16Q: 3 clusters Score -2.885992e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 253254 members 
Entering Unmasked Estep 
Score: -28860748.000000 Penalty: 6176.710938
	Iteration 17Q: 3 clusters Score -2.886075e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 254092 members 
Entering Unmasked Estep 
Score: -28861306.000000 Penalty: 6176.710938
	Iteration 18Q: 3 clusters Score -2.886131e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 254618 members 
Entering Unmasked Estep 
Score: -28861590.000000 Penalty: 6176.710938
	Iteration 19Q: 3 clusters Score -2.886159e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 254909 members 
Entering Unmasked Estep 
Score: -28861790.000000 Penalty: 6176.710938
	Iteration 20F: 3 clusters Score -2.886179e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 255094 members 
Entering Unmasked Estep 
Score: -28861950.000000 Penalty: 6176.710938
	Iteration 21Q: 3 clusters Score -2.886195e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 255240 members 
Entering Unmasked Estep 
Score: -28862070.000000 Penalty: 6176.710938
	Iteration 22Q: 3 clusters Score -2.886207e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 255332 members 
Entering Unmasked Estep 
Score: -28862132.000000 Penalty: 6176.710938
	Iteration 23Q: 3 clusters Score -2.886213e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 255397 members 
Entering Unmasked Estep 
Score: -28862176.000000 Penalty: 6176.710938
	Iteration 24Q: 3 clusters Score -2.886218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 255439 members 
Entering Unmasked Estep 
Score: -28862190.000000 Penalty: 6176.710938
	Iteration 25Q: 3 clusters Score -2.886219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 255473 members 
Entering Unmasked Estep 
Score: -28862254.000000 Penalty: 6176.710938
	Iteration 26Q: 3 clusters Score -2.886225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 255485 members 
Entering Unmasked Estep 
Score: -28862240.000000 Penalty: 6176.710938
	Iteration 27Q: 3 clusters Score -2.886224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 255495 members 
Entering Unmasked Estep 
Score: -28862274.000000 Penalty: 6176.710938
	Iteration 28Q: 3 clusters Score -2.886227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 255511 members 
Entering Unmasked Estep 
Score: -28862296.000000 Penalty: 6176.710938
	Iteration 29Q: 3 clusters Score -2.88623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 255515 members 
Entering Unmasked Estep 
Score: -28862314.000000 Penalty: 6176.710938
	Iteration 30Q: 3 clusters Score -2.886231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 255518 members 
Entering Unmasked Estep 
Score: -28862322.000000 Penalty: 6176.710938
	Iteration 31Q: 3 clusters Score -2.886232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 255524 members 
Entering Unmasked Estep 
Score: -28862282.000000 Penalty: 6176.710938
	Iteration 32Q: 3 clusters Score -2.886228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 255526 members 
Entering Unmasked Estep 
Score: -28862320.000000 Penalty: 6176.710938
	Iteration 33Q: 3 clusters Score -2.886232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 255530 members 
Entering Unmasked Estep 
Score: -28862308.000000 Penalty: 6176.710938
	Iteration 34Q: 3 clusters Score -2.886231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 255536 members 
Entering Unmasked Estep 
Score: -28862316.000000 Penalty: 6176.710938
	Iteration 35Q: 3 clusters Score -2.886232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 255539 members 
Entering Unmasked Estep 
Score: -28862330.000000 Penalty: 6176.710938
	Iteration 36Q: 3 clusters Score -2.886233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 255542 members 
Entering Unmasked Estep 
Score: -28862304.000000 Penalty: 6176.710938
	Iteration 37Q: 3 clusters Score -2.88623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 255543 members 
Entering Unmasked Estep 
Score: -28862324.000000 Penalty: 6176.710938
	Iteration 38Q: 3 clusters Score -2.886232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 255544 members 
Entering Unmasked Estep 
Score: -28862322.000000 Penalty: 6176.710938
	Iteration 39Q: 3 clusters Score -2.886232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 255545 members 
Entering Unmasked Estep 
Score: -28862312.000000 Penalty: 6176.710938
	Iteration 40F: 3 clusters Score -2.886231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Entering Unmasked Estep 
Score: -3893811.500000 Penalty: 2589.115234
	Iteration 0F: 2 clusters Score -3893812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3870615.500000 Penalty: 5178.230469
	Iteration 0F: 3 clusters Score -3870616 nChanged 15474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3878987.000000 Penalty: 5178.230469
	Iteration 1F: 3 clusters Score -3878987 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3879613.000000 Penalty: 5178.230469
	Iteration 2F: 3 clusters Score -3879613 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3880281.250000 Penalty: 5178.230469
	Iteration 3Q: 3 clusters Score -3880281 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3881198.500000 Penalty: 5178.230469
	Iteration 4F: 3 clusters Score -3881198 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3882524.000000 Penalty: 5178.230469
	Iteration 5F: 3 clusters Score -3882524 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3884312.250000 Penalty: 5178.230469
	Iteration 6F: 3 clusters Score -3884312 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3886412.000000 Penalty: 5178.230469
	Iteration 7F: 3 clusters Score -3886412 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3888289.750000 Penalty: 5178.230469
	Iteration 8F: 3 clusters Score -3888290 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -3889758.500000 Penalty: 5178.230469
	Iteration 9Q: 3 clusters Score -3889758 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3890662.000000 Penalty: 5178.230469
	Iteration 10Q: 3 clusters Score -3890662 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -3891122.250000 Penalty: 5178.230469
	Iteration 11Q: 3 clusters Score -3891122 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -3891341.000000 Penalty: 5178.230469
	Iteration 12Q: 3 clusters Score -3891341 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3891462.250000 Penalty: 5178.230469
	Iteration 13Q: 3 clusters Score -3891462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3891524.750000 Penalty: 5178.230469
	Iteration 14Q: 3 clusters Score -3891525 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3891569.500000 Penalty: 5178.230469
	Iteration 15Q: 3 clusters Score -3891570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3891605.250000 Penalty: 5178.230469
	Iteration 16Q: 3 clusters Score -3891605 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3891636.250000 Penalty: 5178.230469
	Iteration 17Q: 3 clusters Score -3891636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -3891667.750000 Penalty: 5178.230469
	Iteration 18Q: 3 clusters Score -3891668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -3891679.500000 Penalty: 5178.230469
	Iteration 19Q: 3 clusters Score -3891680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3891698.250000 Penalty: 5178.230469
	Iteration 20F: 3 clusters Score -3891698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3891715.500000 Penalty: 5178.230469
	Iteration 21Q: 3 clusters Score -3891716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3891739.250000 Penalty: 5178.230469
	Iteration 22Q: 3 clusters Score -3891739 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3891747.250000 Penalty: 5178.230469
	Iteration 23Q: 3 clusters Score -3891747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -3891760.250000 Penalty: 5178.230469
	Iteration 24Q: 3 clusters Score -3891760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -3891775.250000 Penalty: 5178.230469
	Iteration 25Q: 3 clusters Score -3891775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3891788.000000 Penalty: 5178.230469
	Iteration 26Q: 3 clusters Score -3891788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -3891788.250000 Penalty: 5178.230469
	Iteration 27Q: 3 clusters Score -3891788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3891792.750000 Penalty: 5178.230469
	Iteration 28Q: 3 clusters Score -3891793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -3891794.750000 Penalty: 5178.230469
	Iteration 29Q: 3 clusters Score -3891795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3891797.250000 Penalty: 5178.230469
	Iteration 30Q: 3 clusters Score -3891797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3891802.500000 Penalty: 5178.230469
	Iteration 31Q: 3 clusters Score -3891802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -3891805.000000 Penalty: 5178.230469
	Iteration 32Q: 3 clusters Score -3891805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -3891813.000000 Penalty: 5178.230469
	Iteration 33Q: 3 clusters Score -3891813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3891818.750000 Penalty: 5178.230469
	Iteration 34Q: 3 clusters Score -3891819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -3891819.250000 Penalty: 5178.230469
	Iteration 35Q: 3 clusters Score -3891819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -3891822.250000 Penalty: 5178.230469
	Iteration 36Q: 3 clusters Score -3891822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -3891825.250000 Penalty: 5178.230469
	Iteration 37Q: 3 clusters Score -3891825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3891836.000000 Penalty: 5178.230469
	Iteration 38Q: 3 clusters Score -3891836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3891837.250000 Penalty: 5178.230469
	Iteration 39Q: 3 clusters Score -3891837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -3891845.250000 Penalty: 5178.230469
	Iteration 40F: 3 clusters Score -3891845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3891855.000000 Penalty: 5178.230469
	Iteration 41Q: 3 clusters Score -3891855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -3891857.500000 Penalty: 5178.230469
	Iteration 42Q: 3 clusters Score -3891858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3891859.750000 Penalty: 5178.230469
	Iteration 43Q: 3 clusters Score -3891860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -3891866.250000 Penalty: 5178.230469
	Iteration 44Q: 3 clusters Score -3891866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3891869.500000 Penalty: 5178.230469
	Iteration 45Q: 3 clusters Score -3891870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3891870.500000 Penalty: 5178.230469
	Iteration 46Q: 3 clusters Score -3891870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3891867.500000 Penalty: 5178.230469
	Iteration 47Q: 3 clusters Score -3891868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3891863.500000 Penalty: 5178.230469
	Iteration 48Q: 3 clusters Score -3891864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3891861.000000 Penalty: 5178.230469
	Iteration 49Q: 3 clusters Score -3891861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -3891872.500000 Penalty: 5178.230469
	Iteration 50Q: 3 clusters Score -3891872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3891871.250000 Penalty: 5178.230469
	Iteration 51Q: 3 clusters Score -3891871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3891877.500000 Penalty: 5178.230469
	Iteration 52Q: 3 clusters Score -3891878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -3891871.000000 Penalty: 5178.230469
	Iteration 53Q: 3 clusters Score -3891871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3891872.750000 Penalty: 5178.230469
	Iteration 54Q: 3 clusters Score -3891873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3891876.000000 Penalty: 5178.230469
	Iteration 55Q: 3 clusters Score -3891876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -3891879.000000 Penalty: 5178.230469
	Iteration 56Q: 3 clusters Score -3891879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3891877.750000 Penalty: 5178.230469
	Iteration 57Q: 3 clusters Score -3891878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3891875.500000 Penalty: 5178.230469
	Iteration 58Q: 3 clusters Score -3891876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3891875.250000 Penalty: 5178.230469
	Iteration 59Q: 3 clusters Score -3891875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3891875.000000 Penalty: 5178.230469
	Iteration 60F: 3 clusters Score -3891875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3891879.250000 Penalty: 5178.230469
	Iteration 61Q: 3 clusters Score -3891879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3891878.500000 Penalty: 5178.230469
	Iteration 62Q: 3 clusters Score -3891878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3891878.500000 Penalty: 5178.230469
	Iteration 63F: 3 clusters Score -3891878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Entering Unmasked Estep 
Score: -6449235.000000 Penalty: 2715.442871
	Iteration 0F: 2 clusters Score -6449235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -6410991.000000 Penalty: 5430.885742
	Iteration 0F: 3 clusters Score -6410991 nChanged 26346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -6425388.000000 Penalty: 5430.885742
	Iteration 1F: 3 clusters Score -6425388 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6425867.000000 Penalty: 5430.885742
	Iteration 2Q: 3 clusters Score -6425867 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6426310.500000 Penalty: 5430.885742
	Iteration 3Q: 3 clusters Score -6426310 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6426700.500000 Penalty: 5430.885742
	Iteration 4Q: 3 clusters Score -6426700 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -6427032.000000 Penalty: 5430.885742
	Iteration 5Q: 3 clusters Score -6427032 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -6427367.500000 Penalty: 5430.885742
	Iteration 6Q: 3 clusters Score -6427368 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -6427666.000000 Penalty: 5430.885742
	Iteration 7Q: 3 clusters Score -6427666 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6427973.500000 Penalty: 5430.885742
	Iteration 8Q: 3 clusters Score -6427974 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6428407.500000 Penalty: 5430.885742
	Iteration 9Q: 3 clusters Score -6428408 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6429055.000000 Penalty: 5430.885742
	Iteration 10Q: 3 clusters Score -6429055 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6429876.500000 Penalty: 5430.885742
	Iteration 11Q: 3 clusters Score -6429876 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -6431092.000000 Penalty: 5430.885742
	Iteration 12Q: 3 clusters Score -6431092 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -6432852.000000 Penalty: 5430.885742
	Iteration 13Q: 3 clusters Score -6432852 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -6435063.500000 Penalty: 5430.885742
	Iteration 14F: 3 clusters Score -6435064 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -6437390.500000 Penalty: 5430.885742
	Iteration 15F: 3 clusters Score -6437390 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -6439253.500000 Penalty: 5430.885742
	Iteration 16F: 3 clusters Score -6439254 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -6440312.500000 Penalty: 5430.885742
	Iteration 17Q: 3 clusters Score -6440312 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -6440894.000000 Penalty: 5430.885742
	Iteration 18Q: 3 clusters Score -6440894 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -6441127.500000 Penalty: 5430.885742
	Iteration 19Q: 3 clusters Score -6441128 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6441278.500000 Penalty: 5430.885742
	Iteration 20F: 3 clusters Score -6441278 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -6441452.000000 Penalty: 5430.885742
	Iteration 21Q: 3 clusters Score -6441452 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -6441544.500000 Penalty: 5430.885742
	Iteration 22Q: 3 clusters Score -6441544 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -6441655.500000 Penalty: 5430.885742
	Iteration 23Q: 3 clusters Score -6441656 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -6441773.500000 Penalty: 5430.885742
	Iteration 24Q: 3 clusters Score -6441774 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6441864.500000 Penalty: 5430.885742
	Iteration 25Q: 3 clusters Score -6441864 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -6441976.000000 Penalty: 5430.885742
	Iteration 26Q: 3 clusters Score -6441976 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -6442096.500000 Penalty: 5430.885742
	Iteration 27Q: 3 clusters Score -6442096 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6442218.500000 Penalty: 5430.885742
	Iteration 28Q: 3 clusters Score -6442218 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -6442350.000000 Penalty: 5430.885742
	Iteration 29Q: 3 clusters Score -6442350 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -6442474.000000 Penalty: 5430.885742
	Iteration 30Q: 3 clusters Score -6442474 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -6442615.500000 Penalty: 5430.885742
	Iteration 31Q: 3 clusters Score -6442616 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -6442753.000000 Penalty: 5430.885742
	Iteration 32Q: 3 clusters Score -6442753 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -6442904.000000 Penalty: 5430.885742
	Iteration 33Q: 3 clusters Score -6442904 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -6443078.000000 Penalty: 5430.885742
	Iteration 34Q: 3 clusters Score -6443078 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -6443269.500000 Penalty: 5430.885742
	Iteration 35Q: 3 clusters Score -6443270 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -6443426.000000 Penalty: 5430.885742
	Iteration 36Q: 3 clusters Score -6443426 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -6443621.000000 Penalty: 5430.885742
	Iteration 37Q: 3 clusters Score -6443621 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -6443844.500000 Penalty: 5430.885742
	Iteration 38Q: 3 clusters Score -6443844 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -6444092.000000 Penalty: 5430.885742
	Iteration 39Q: 3 clusters Score -6444092 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6444300.500000 Penalty: 5430.885742
	Iteration 40F: 3 clusters Score -6444300 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -6444614.000000 Penalty: 5430.885742
	Iteration 41Q: 3 clusters Score -6444614 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -6444855.500000 Penalty: 5430.885742
	Iteration 42Q: 3 clusters Score -6444856 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -6445105.500000 Penalty: 5430.885742
	Iteration 43Q: 3 clusters Score -6445106 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6445338.000000 Penalty: 5430.885742
	Iteration 44Q: 3 clusters Score -6445338 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6445558.500000 Penalty: 5430.885742
	Iteration 45Q: 3 clusters Score -6445558 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6445775.000000 Penalty: 5430.885742
	Iteration 46Q: 3 clusters Score -6445775 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6445978.500000 Penalty: 5430.885742
	Iteration 47Q: 3 clusters Score -6445978 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6446165.500000 Penalty: 5430.885742
	Iteration 48Q: 3 clusters Score -6446166 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6446311.500000 Penalty: 5430.885742
	Iteration 49Q: 3 clusters Score -6446312 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6446459.500000 Penalty: 5430.885742
	Iteration 50Q: 3 clusters Score -6446460 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6446585.000000 Penalty: 5430.885742
	Iteration 51Q: 3 clusters Score -6446585 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6446649.000000 Penalty: 5430.885742
	Iteration 52Q: 3 clusters Score -6446649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6446697.500000 Penalty: 5430.885742
	Iteration 53Q: 3 clusters Score -6446698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6446737.000000 Penalty: 5430.885742
	Iteration 54Q: 3 clusters Score -6446737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6446758.500000 Penalty: 5430.885742
	Iteration 55Q: 3 clusters Score -6446758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6446770.500000 Penalty: 5430.885742
	Iteration 56Q: 3 clusters Score -6446770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6446796.500000 Penalty: 5430.885742
	Iteration 57Q: 3 clusters Score -6446796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6446829.500000 Penalty: 5430.885742
	Iteration 58Q: 3 clusters Score -6446830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6446839.000000 Penalty: 5430.885742
	Iteration 59Q: 3 clusters Score -6446839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6446851.000000 Penalty: 5430.885742
	Iteration 60F: 3 clusters Score -6446851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6446859.000000 Penalty: 5430.885742
	Iteration 61Q: 3 clusters Score -6446859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6446871.000000 Penalty: 5430.885742
	Iteration 62Q: 3 clusters Score -6446871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6446879.000000 Penalty: 5430.885742
	Iteration 63Q: 3 clusters Score -6446879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6446880.500000 Penalty: 5430.885742
	Iteration 64Q: 3 clusters Score -6446880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6446888.000000 Penalty: 5430.885742
	Iteration 65Q: 3 clusters Score -6446888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6446888.000000 Penalty: 5430.885742
	Iteration 66Q: 3 clusters Score -6446888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6446890.500000 Penalty: 5430.885742
	Iteration 67Q: 3 clusters Score -6446890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6446898.500000 Penalty: 5430.885742
	Iteration 68Q: 3 clusters Score -6446898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6446900.500000 Penalty: 5430.885742
	Iteration 69Q: 3 clusters Score -6446900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6446904.500000 Penalty: 5430.885742
	Iteration 70Q: 3 clusters Score -6446904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6446910.000000 Penalty: 5430.885742
	Iteration 71Q: 3 clusters Score -6446910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6446915.500000 Penalty: 5430.885742
	Iteration 72Q: 3 clusters Score -6446916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6446927.000000 Penalty: 5430.885742
	Iteration 73Q: 3 clusters Score -6446927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6446925.500000 Penalty: 5430.885742
	Iteration 74Q: 3 clusters Score -6446926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6446930.000000 Penalty: 5430.885742
	Iteration 75Q: 3 clusters Score -6446930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6446939.000000 Penalty: 5430.885742
	Iteration 76Q: 3 clusters Score -6446939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6446950.000000 Penalty: 5430.885742
	Iteration 77Q: 3 clusters Score -6446950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6446943.500000 Penalty: 5430.885742
	Iteration 78Q: 3 clusters Score -6446944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6446944.500000 Penalty: 5430.885742
	Iteration 79Q: 3 clusters Score -6446944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6446943.500000 Penalty: 5430.885742
	Iteration 80F: 3 clusters Score -6446944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6446942.000000 Penalty: 5430.885742
	Iteration 81Q: 3 clusters Score -6446942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6446942.500000 Penalty: 5430.885742
	Iteration 82Q: 3 clusters Score -6446942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6446943.000000 Penalty: 5430.885742
	Iteration 83Q: 3 clusters Score -6446943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6446943.000000 Penalty: 5430.885742
	Iteration 84F: 3 clusters Score -6446943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -102202.921875 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -102202.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100299.421875 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -100299.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100568.578125 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -100568.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100671.914062 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -100671.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100717.835938 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -100717.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100742.906250 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -100742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100754.046875 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -100754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100758.351562 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -100758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100762.882812 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -100762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100765.937500 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -100765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100771.632812 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -100771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100779.007812 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -100779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100783.476562 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -100783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100786.140625 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -100786.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100786.140625 Penalty: 3411.138916
	Iteration 13F: 3 clusters Score -100786.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Entering Unmasked Estep 
Score: -1560067.250000 Penalty: 2362.038330
	Iteration 0F: 2 clusters Score -1560067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1550082.750000 Penalty: 4724.076660
	Iteration 0F: 3 clusters Score -1550083 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1553377.625000 Penalty: 4724.076660
	Iteration 1F: 3 clusters Score -1553378 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1553999.000000 Penalty: 4724.076660
	Iteration 2F: 3 clusters Score -1553999 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1554618.625000 Penalty: 4724.076660
	Iteration 3F: 3 clusters Score -1554619 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1555188.250000 Penalty: 4724.076660
	Iteration 4F: 3 clusters Score -1555188 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1555824.875000 Penalty: 4724.076660
	Iteration 5F: 3 clusters Score -1555825 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1556545.250000 Penalty: 4724.076660
	Iteration 6F: 3 clusters Score -1556545 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1557261.750000 Penalty: 4724.076660
	Iteration 7F: 3 clusters Score -1557262 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1557816.125000 Penalty: 4724.076660
	Iteration 8F: 3 clusters Score -1557816 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1558175.375000 Penalty: 4724.076660
	Iteration 9Q: 3 clusters Score -1558175 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1558400.375000 Penalty: 4724.076660
	Iteration 10Q: 3 clusters Score -1558400 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1558541.500000 Penalty: 4724.076660
	Iteration 11Q: 3 clusters Score -1558542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1558618.750000 Penalty: 4724.076660
	Iteration 12Q: 3 clusters Score -1558619 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1558682.500000 Penalty: 4724.076660
	Iteration 13Q: 3 clusters Score -1558682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1558737.125000 Penalty: 4724.076660
	Iteration 14Q: 3 clusters Score -1558737 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1558785.125000 Penalty: 4724.076660
	Iteration 15Q: 3 clusters Score -1558785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1558814.125000 Penalty: 4724.076660
	Iteration 16Q: 3 clusters Score -1558814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1558836.000000 Penalty: 4724.076660
	Iteration 17Q: 3 clusters Score -1558836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1558854.500000 Penalty: 4724.076660
	Iteration 18Q: 3 clusters Score -1558854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1558867.500000 Penalty: 4724.076660
	Iteration 19Q: 3 clusters Score -1558868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1558882.625000 Penalty: 4724.076660
	Iteration 20F: 3 clusters Score -1558883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1558893.500000 Penalty: 4724.076660
	Iteration 21Q: 3 clusters Score -1558894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1558896.000000 Penalty: 4724.076660
	Iteration 22Q: 3 clusters Score -1558896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1558905.375000 Penalty: 4724.076660
	Iteration 23Q: 3 clusters Score -1558905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1558913.375000 Penalty: 4724.076660
	Iteration 24Q: 3 clusters Score -1558913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1558918.000000 Penalty: 4724.076660
	Iteration 25Q: 3 clusters Score -1558918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1558921.250000 Penalty: 4724.076660
	Iteration 26Q: 3 clusters Score -1558921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1558928.000000 Penalty: 4724.076660
	Iteration 27Q: 3 clusters Score -1558928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1558930.625000 Penalty: 4724.076660
	Iteration 28Q: 3 clusters Score -1558931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1558933.750000 Penalty: 4724.076660
	Iteration 29Q: 3 clusters Score -1558934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1558934.875000 Penalty: 4724.076660
	Iteration 30Q: 3 clusters Score -1558935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1558939.500000 Penalty: 4724.076660
	Iteration 31Q: 3 clusters Score -1558940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1558942.125000 Penalty: 4724.076660
	Iteration 32Q: 3 clusters Score -1558942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1558947.750000 Penalty: 4724.076660
	Iteration 33Q: 3 clusters Score -1558948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1558948.375000 Penalty: 4724.076660
	Iteration 34Q: 3 clusters Score -1558948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1558951.000000 Penalty: 4724.076660
	Iteration 35Q: 3 clusters Score -1558951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1558954.250000 Penalty: 4724.076660
	Iteration 36Q: 3 clusters Score -1558954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1558957.625000 Penalty: 4724.076660
	Iteration 37Q: 3 clusters Score -1558958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1558960.250000 Penalty: 4724.076660
	Iteration 38Q: 3 clusters Score -1558960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1558961.750000 Penalty: 4724.076660
	Iteration 39Q: 3 clusters Score -1558962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1558964.875000 Penalty: 4724.076660
	Iteration 40F: 3 clusters Score -1558965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (235164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235164 members 
Entering Unmasked Estep 
Score: -26298948.000000 Penalty: 3067.273438
	Iteration 0F: 2 clusters Score -2.629895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117419 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
Score: -26149962.000000 Penalty: 6134.546875
	Iteration 0F: 3 clusters Score -2.614996e+07 nChanged 113475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115850 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -26216726.000000 Penalty: 6134.546875
	Iteration 1F: 3 clusters Score -2.621673e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 120755 members 
Entering Unmasked Estep 
Score: -26218568.000000 Penalty: 6134.546875
	Iteration 2Q: 3 clusters Score -2.621857e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -26221892.000000 Penalty: 6134.546875
	Iteration 3Q: 3 clusters Score -2.622189e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 126446 members 
Entering Unmasked Estep 
Score: -26226176.000000 Penalty: 6134.546875
	Iteration 4Q: 3 clusters Score -2.622618e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -26232014.000000 Penalty: 6134.546875
	Iteration 5F: 3 clusters Score -2.623201e+07 nChanged 13902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 138176 members 
Entering Unmasked Estep 
Score: -26240298.000000 Penalty: 6134.546875
	Iteration 6F: 3 clusters Score -2.62403e+07 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 146279 members 
Entering Unmasked Estep 
Score: -26250746.000000 Penalty: 6134.546875
	Iteration 7F: 3 clusters Score -2.625075e+07 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -26261742.000000 Penalty: 6134.546875
	Iteration 8F: 3 clusters Score -2.626174e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -26270020.000000 Penalty: 6134.546875
	Iteration 9F: 3 clusters Score -2.627002e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 165885 members 
Entering Unmasked Estep 
Score: -26274792.000000 Penalty: 6134.546875
	Iteration 10Q: 3 clusters Score -2.627479e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -26277302.000000 Penalty: 6134.546875
	Iteration 11Q: 3 clusters Score -2.62773e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -26278752.000000 Penalty: 6134.546875
	Iteration 12Q: 3 clusters Score -2.627875e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -26280020.000000 Penalty: 6134.546875
	Iteration 13Q: 3 clusters Score -2.628002e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 180129 members 
Entering Unmasked Estep 
Score: -26281200.000000 Penalty: 6134.546875
	Iteration 14Q: 3 clusters Score -2.62812e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -26282214.000000 Penalty: 6134.546875
	Iteration 15Q: 3 clusters Score -2.628221e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 186823 members 
Entering Unmasked Estep 
Score: -26283348.000000 Penalty: 6134.546875
	Iteration 16Q: 3 clusters Score -2.628335e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 190079 members 
Entering Unmasked Estep 
Score: -26284492.000000 Penalty: 6134.546875
	Iteration 17Q: 3 clusters Score -2.628449e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 193241 members 
Entering Unmasked Estep 
Score: -26285642.000000 Penalty: 6134.546875
	Iteration 18Q: 3 clusters Score -2.628564e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 196300 members 
Entering Unmasked Estep 
Score: -26287048.000000 Penalty: 6134.546875
	Iteration 19Q: 3 clusters Score -2.628705e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -26288512.000000 Penalty: 6134.546875
	Iteration 20F: 3 clusters Score -2.628851e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 202164 members 
Entering Unmasked Estep 
Score: -26290018.000000 Penalty: 6134.546875
	Iteration 21Q: 3 clusters Score -2.629002e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 204896 members 
Entering Unmasked Estep 
Score: -26291412.000000 Penalty: 6134.546875
	Iteration 22Q: 3 clusters Score -2.629141e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 207498 members 
Entering Unmasked Estep 
Score: -26292670.000000 Penalty: 6134.546875
	Iteration 23Q: 3 clusters Score -2.629267e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 209908 members 
Entering Unmasked Estep 
Score: -26293782.000000 Penalty: 6134.546875
	Iteration 24Q: 3 clusters Score -2.629378e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -26294816.000000 Penalty: 6134.546875
	Iteration 25Q: 3 clusters Score -2.629482e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 214147 members 
Entering Unmasked Estep 
Score: -26295780.000000 Penalty: 6134.546875
	Iteration 26Q: 3 clusters Score -2.629578e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 215998 members 
Entering Unmasked Estep 
Score: -26296540.000000 Penalty: 6134.546875
	Iteration 27Q: 3 clusters Score -2.629654e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 217713 members 
Entering Unmasked Estep 
Score: -26297232.000000 Penalty: 6134.546875
	Iteration 28Q: 3 clusters Score -2.629723e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 219296 members 
Entering Unmasked Estep 
Score: -26297984.000000 Penalty: 6134.546875
	Iteration 29Q: 3 clusters Score -2.629798e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 220762 members 
Entering Unmasked Estep 
Score: -26298464.000000 Penalty: 6134.546875
	Iteration 30Q: 3 clusters Score -2.629846e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 222047 members 
Entering Unmasked Estep 
Score: -26298612.000000 Penalty: 6134.546875
	Iteration 31Q: 3 clusters Score -2.629861e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 223180 members 
Entering Unmasked Estep 
Score: -26298728.000000 Penalty: 6134.546875
	Iteration 32Q: 3 clusters Score -2.629873e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 224186 members 
Entering Unmasked Estep 
Score: -26298776.000000 Penalty: 6134.546875
	Iteration 33Q: 3 clusters Score -2.629878e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 225072 members 
Entering Unmasked Estep 
Score: -26298658.000000 Penalty: 6134.546875
	Iteration 34Q: 3 clusters Score -2.629866e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 225872 members 
Entering Unmasked Estep 
Score: -26298784.000000 Penalty: 6134.546875
	Iteration 35Q: 3 clusters Score -2.629878e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 226568 members 
Entering Unmasked Estep 
Score: -26298790.000000 Penalty: 6134.546875
	Iteration 36Q: 3 clusters Score -2.629879e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 227155 members 
Entering Unmasked Estep 
Score: -26298798.000000 Penalty: 6134.546875
	Iteration 37Q: 3 clusters Score -2.62988e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 227666 members 
Entering Unmasked Estep 
Score: -26298778.000000 Penalty: 6134.546875
	Iteration 38Q: 3 clusters Score -2.629878e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 228119 members 
Entering Unmasked Estep 
Score: -26298758.000000 Penalty: 6134.546875
	Iteration 39Q: 3 clusters Score -2.629876e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 228502 members 
Entering Unmasked Estep 
Score: -26298780.000000 Penalty: 6134.546875
	Iteration 40F: 3 clusters Score -2.629878e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 228876 members 
Entering Unmasked Estep 
Score: -26298676.000000 Penalty: 6134.546875
	Iteration 41Q: 3 clusters Score -2.629868e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 229231 members 
Entering Unmasked Estep 
Score: -26298614.000000 Penalty: 6134.546875
	Iteration 42Q: 3 clusters Score -2.629861e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 229516 members 
Entering Unmasked Estep 
Score: -26298642.000000 Penalty: 6134.546875
	Iteration 43Q: 3 clusters Score -2.629864e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 229769 members 
Entering Unmasked Estep 
Score: -26298666.000000 Penalty: 6134.546875
	Iteration 44Q: 3 clusters Score -2.629867e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 229962 members 
Entering Unmasked Estep 
Score: -26298582.000000 Penalty: 6134.546875
	Iteration 45Q: 3 clusters Score -2.629858e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 230127 members 
Entering Unmasked Estep 
Score: -26298558.000000 Penalty: 6134.546875
	Iteration 46Q: 3 clusters Score -2.629856e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 230306 members 
Entering Unmasked Estep 
Score: -26298578.000000 Penalty: 6134.546875
	Iteration 47Q: 3 clusters Score -2.629858e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 230457 members 
Entering Unmasked Estep 
Score: -26298562.000000 Penalty: 6134.546875
	Iteration 48Q: 3 clusters Score -2.629856e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 230602 members 
Entering Unmasked Estep 
Score: -26298544.000000 Penalty: 6134.546875
	Iteration 49Q: 3 clusters Score -2.629854e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 230716 members 
Entering Unmasked Estep 
Score: -26298522.000000 Penalty: 6134.546875
	Iteration 50Q: 3 clusters Score -2.629852e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 230836 members 
Entering Unmasked Estep 
Score: -26298500.000000 Penalty: 6134.546875
	Iteration 51Q: 3 clusters Score -2.62985e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 230955 members 
Entering Unmasked Estep 
Score: -26298474.000000 Penalty: 6134.546875
	Iteration 52Q: 3 clusters Score -2.629847e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 231056 members 
Entering Unmasked Estep 
Score: -26298460.000000 Penalty: 6134.546875
	Iteration 53Q: 3 clusters Score -2.629846e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 231160 members 
Entering Unmasked Estep 
Score: -26298484.000000 Penalty: 6134.546875
	Iteration 54Q: 3 clusters Score -2.629848e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 231245 members 
Entering Unmasked Estep 
Score: -26298474.000000 Penalty: 6134.546875
	Iteration 55Q: 3 clusters Score -2.629847e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 231313 members 
Entering Unmasked Estep 
Score: -26298462.000000 Penalty: 6134.546875
	Iteration 56Q: 3 clusters Score -2.629846e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 231370 members 
Entering Unmasked Estep 
Score: -26298516.000000 Penalty: 6134.546875
	Iteration 57Q: 3 clusters Score -2.629852e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 231417 members 
Entering Unmasked Estep 
Score: -26298496.000000 Penalty: 6134.546875
	Iteration 58Q: 3 clusters Score -2.62985e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 231464 members 
Entering Unmasked Estep 
Score: -26298546.000000 Penalty: 6134.546875
	Iteration 59Q: 3 clusters Score -2.629855e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 231502 members 
Entering Unmasked Estep 
Score: -26298502.000000 Penalty: 6134.546875
	Iteration 60F: 3 clusters Score -2.62985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 231539 members 
Entering Unmasked Estep 
Score: -26298460.000000 Penalty: 6134.546875
	Iteration 61Q: 3 clusters Score -2.629846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 231568 members 
Entering Unmasked Estep 
Score: -26298490.000000 Penalty: 6134.546875
	Iteration 62Q: 3 clusters Score -2.629849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 231599 members 
Entering Unmasked Estep 
Score: -26298496.000000 Penalty: 6134.546875
	Iteration 63Q: 3 clusters Score -2.62985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 231623 members 
Entering Unmasked Estep 
Score: -26298502.000000 Penalty: 6134.546875
	Iteration 64Q: 3 clusters Score -2.62985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 231652 members 
Entering Unmasked Estep 
Score: -26298470.000000 Penalty: 6134.546875
	Iteration 65Q: 3 clusters Score -2.629847e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 231686 members 
Entering Unmasked Estep 
Score: -26298464.000000 Penalty: 6134.546875
	Iteration 66Q: 3 clusters Score -2.629846e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 231720 members 
Entering Unmasked Estep 
Score: -26298434.000000 Penalty: 6134.546875
	Iteration 67Q: 3 clusters Score -2.629843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 231741 members 
Entering Unmasked Estep 
Score: -26298438.000000 Penalty: 6134.546875
	Iteration 68Q: 3 clusters Score -2.629844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 231759 members 
Entering Unmasked Estep 
Score: -26298414.000000 Penalty: 6134.546875
	Iteration 69Q: 3 clusters Score -2.629841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 231779 members 
Entering Unmasked Estep 
Score: -26298426.000000 Penalty: 6134.546875
	Iteration 70Q: 3 clusters Score -2.629843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 231798 members 
Entering Unmasked Estep 
Score: -26298456.000000 Penalty: 6134.546875
	Iteration 71Q: 3 clusters Score -2.629846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 231814 members 
Entering Unmasked Estep 
Score: -26298444.000000 Penalty: 6134.546875
	Iteration 72Q: 3 clusters Score -2.629844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 231822 members 
Entering Unmasked Estep 
Score: -26298426.000000 Penalty: 6134.546875
	Iteration 73Q: 3 clusters Score -2.629843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 231832 members 
Entering Unmasked Estep 
Score: -26298442.000000 Penalty: 6134.546875
	Iteration 74Q: 3 clusters Score -2.629844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 231844 members 
Entering Unmasked Estep 
Score: -26298424.000000 Penalty: 6134.546875
	Iteration 75Q: 3 clusters Score -2.629842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 231861 members 
Entering Unmasked Estep 
Score: -26298422.000000 Penalty: 6134.546875
	Iteration 76Q: 3 clusters Score -2.629842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 231880 members 
Entering Unmasked Estep 
Score: -26298410.000000 Penalty: 6134.546875
	Iteration 77Q: 3 clusters Score -2.629841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 231893 members 
Entering Unmasked Estep 
Score: -26298408.000000 Penalty: 6134.546875
	Iteration 78Q: 3 clusters Score -2.629841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 231900 members 
Entering Unmasked Estep 
Score: -26298418.000000 Penalty: 6134.546875
	Iteration 79Q: 3 clusters Score -2.629842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 231907 members 
Entering Unmasked Estep 
Score: -26298420.000000 Penalty: 6134.546875
	Iteration 80F: 3 clusters Score -2.629842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 231917 members 
Entering Unmasked Estep 
Score: -26298414.000000 Penalty: 6134.546875
	Iteration 81Q: 3 clusters Score -2.629841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 231932 members 
Entering Unmasked Estep 
Score: -26298364.000000 Penalty: 6134.546875
	Iteration 82Q: 3 clusters Score -2.629836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 231954 members 
Entering Unmasked Estep 
Score: -26298356.000000 Penalty: 6134.546875
	Iteration 83Q: 3 clusters Score -2.629836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 231971 members 
Entering Unmasked Estep 
Score: -26298348.000000 Penalty: 6134.546875
	Iteration 84Q: 3 clusters Score -2.629835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 231984 members 
Entering Unmasked Estep 
Score: -26298350.000000 Penalty: 6134.546875
	Iteration 85Q: 3 clusters Score -2.629835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 232001 members 
Entering Unmasked Estep 
Score: -26298344.000000 Penalty: 6134.546875
	Iteration 86Q: 3 clusters Score -2.629834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 232013 members 
Entering Unmasked Estep 
Score: -26298322.000000 Penalty: 6134.546875
	Iteration 87Q: 3 clusters Score -2.629832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 232026 members 
Entering Unmasked Estep 
Score: -26298312.000000 Penalty: 6134.546875
	Iteration 88Q: 3 clusters Score -2.629831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 232035 members 
Entering Unmasked Estep 
Score: -26298314.000000 Penalty: 6134.546875
	Iteration 89Q: 3 clusters Score -2.629831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 232047 members 
Entering Unmasked Estep 
Score: -26298316.000000 Penalty: 6134.546875
	Iteration 90Q: 3 clusters Score -2.629832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 232061 members 
Entering Unmasked Estep 
Score: -26298290.000000 Penalty: 6134.546875
	Iteration 91Q: 3 clusters Score -2.629829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 232074 members 
Entering Unmasked Estep 
Score: -26298280.000000 Penalty: 6134.546875
	Iteration 92Q: 3 clusters Score -2.629828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 232083 members 
Entering Unmasked Estep 
Score: -26298262.000000 Penalty: 6134.546875
	Iteration 93Q: 3 clusters Score -2.629826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 232091 members 
Entering Unmasked Estep 
Score: -26298264.000000 Penalty: 6134.546875
	Iteration 94Q: 3 clusters Score -2.629826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 232096 members 
Entering Unmasked Estep 
Score: -26298274.000000 Penalty: 6134.546875
	Iteration 95Q: 3 clusters Score -2.629827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 232102 members 
Entering Unmasked Estep 
Score: -26298258.000000 Penalty: 6134.546875
	Iteration 96Q: 3 clusters Score -2.629826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 232106 members 
Entering Unmasked Estep 
Score: -26298256.000000 Penalty: 6134.546875
	Iteration 97Q: 3 clusters Score -2.629826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 232111 members 
Entering Unmasked Estep 
Score: -26298260.000000 Penalty: 6134.546875
	Iteration 98Q: 3 clusters Score -2.629826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 232113 members 
Entering Unmasked Estep 
Score: -26298250.000000 Penalty: 6134.546875
	Iteration 99Q: 3 clusters Score -2.629825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 232115 members 
Entering Unmasked Estep 
Score: -26298250.000000 Penalty: 6134.546875
	Iteration 100F: 3 clusters Score -2.629825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 232116 members 
Entering Unmasked Estep 
Score: -26298260.000000 Penalty: 6134.546875
	Iteration 101Q: 3 clusters Score -2.629826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 232121 members 
Entering Unmasked Estep 
Score: -26298256.000000 Penalty: 6134.546875
	Iteration 102Q: 3 clusters Score -2.629826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 232126 members 
Entering Unmasked Estep 
Score: -26298252.000000 Penalty: 6134.546875
	Iteration 103Q: 3 clusters Score -2.629825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 232129 members 
Entering Unmasked Estep 
Score: -26298242.000000 Penalty: 6134.546875
	Iteration 104Q: 3 clusters Score -2.629824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 232133 members 
Entering Unmasked Estep 
Score: -26298248.000000 Penalty: 6134.546875
	Iteration 105Q: 3 clusters Score -2.629825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 232136 members 
Entering Unmasked Estep 
Score: -26298258.000000 Penalty: 6134.546875
	Iteration 106Q: 3 clusters Score -2.629826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 232137 members 
Entering Unmasked Estep 
Score: -26298250.000000 Penalty: 6134.546875
	Iteration 107Q: 3 clusters Score -2.629825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 232140 members 
Entering Unmasked Estep 
Score: -26298246.000000 Penalty: 6134.546875
	Iteration 108Q: 3 clusters Score -2.629825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 232143 members 
Entering Unmasked Estep 
Score: -26298264.000000 Penalty: 6134.546875
	Iteration 109Q: 3 clusters Score -2.629826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 232145 members 
Entering Unmasked Estep 
Score: -26298262.000000 Penalty: 6134.546875
	Iteration 110Q: 3 clusters Score -2.629826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 232147 members 
Entering Unmasked Estep 
Score: -26298248.000000 Penalty: 6134.546875
	Iteration 111Q: 3 clusters Score -2.629825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -26298254.000000 Penalty: 6134.546875
	Iteration 112Q: 3 clusters Score -2.629825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 232150 members 
Entering Unmasked Estep 
Score: -26298242.000000 Penalty: 6134.546875
	Iteration 113Q: 3 clusters Score -2.629824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 232150 members 
Entering Unmasked Estep 
Score: -26298242.000000 Penalty: 6134.546875
	Iteration 114F: 3 clusters Score -2.629824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Entering Unmasked Estep 
Score: -900351.125000 Penalty: 2221.845703
	Iteration 0F: 2 clusters Score -900351.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -893982.812500 Penalty: 4443.691406
	Iteration 0F: 3 clusters Score -893982.8 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -895701.250000 Penalty: 4443.691406
	Iteration 1F: 3 clusters Score -895701.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -895974.500000 Penalty: 4443.691406
	Iteration 2F: 3 clusters Score -895974.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -896174.437500 Penalty: 4443.691406
	Iteration 3F: 3 clusters Score -896174.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -896303.437500 Penalty: 4443.691406
	Iteration 4Q: 3 clusters Score -896303.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -896396.062500 Penalty: 4443.691406
	Iteration 5Q: 3 clusters Score -896396.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -896461.937500 Penalty: 4443.691406
	Iteration 6Q: 3 clusters Score -896461.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -896516.812500 Penalty: 4443.691406
	Iteration 7Q: 3 clusters Score -896516.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -896560.937500 Penalty: 4443.691406
	Iteration 8Q: 3 clusters Score -896560.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -896610.000000 Penalty: 4443.691406
	Iteration 9Q: 3 clusters Score -896610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -896647.250000 Penalty: 4443.691406
	Iteration 10Q: 3 clusters Score -896647.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -896684.187500 Penalty: 4443.691406
	Iteration 11Q: 3 clusters Score -896684.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -896725.875000 Penalty: 4443.691406
	Iteration 12Q: 3 clusters Score -896725.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -896760.625000 Penalty: 4443.691406
	Iteration 13Q: 3 clusters Score -896760.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -896799.937500 Penalty: 4443.691406
	Iteration 14Q: 3 clusters Score -896799.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -896843.875000 Penalty: 4443.691406
	Iteration 15Q: 3 clusters Score -896843.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -896892.062500 Penalty: 4443.691406
	Iteration 16Q: 3 clusters Score -896892.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -896941.437500 Penalty: 4443.691406
	Iteration 17Q: 3 clusters Score -896941.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -897007.562500 Penalty: 4443.691406
	Iteration 18Q: 3 clusters Score -897007.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -897080.500000 Penalty: 4443.691406
	Iteration 19Q: 3 clusters Score -897080.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -897169.187500 Penalty: 4443.691406
	Iteration 20F: 3 clusters Score -897169.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -897255.250000 Penalty: 4443.691406
	Iteration 21Q: 3 clusters Score -897255.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -897355.312500 Penalty: 4443.691406
	Iteration 22Q: 3 clusters Score -897355.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -897459.062500 Penalty: 4443.691406
	Iteration 23Q: 3 clusters Score -897459.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -897584.625000 Penalty: 4443.691406
	Iteration 24Q: 3 clusters Score -897584.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -897718.250000 Penalty: 4443.691406
	Iteration 25Q: 3 clusters Score -897718.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -897823.812500 Penalty: 4443.691406
	Iteration 26Q: 3 clusters Score -897823.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -897925.250000 Penalty: 4443.691406
	Iteration 27Q: 3 clusters Score -897925.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -898007.875000 Penalty: 4443.691406
	Iteration 28Q: 3 clusters Score -898007.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -898074.062500 Penalty: 4443.691406
	Iteration 29Q: 3 clusters Score -898074.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -898130.187500 Penalty: 4443.691406
	Iteration 30Q: 3 clusters Score -898130.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -898174.687500 Penalty: 4443.691406
	Iteration 31Q: 3 clusters Score -898174.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -898213.625000 Penalty: 4443.691406
	Iteration 32Q: 3 clusters Score -898213.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -898246.500000 Penalty: 4443.691406
	Iteration 33Q: 3 clusters Score -898246.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -898282.875000 Penalty: 4443.691406
	Iteration 34Q: 3 clusters Score -898282.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -898311.687500 Penalty: 4443.691406
	Iteration 35Q: 3 clusters Score -898311.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -898332.312500 Penalty: 4443.691406
	Iteration 36Q: 3 clusters Score -898332.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -898345.250000 Penalty: 4443.691406
	Iteration 37Q: 3 clusters Score -898345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -898351.000000 Penalty: 4443.691406
	Iteration 38Q: 3 clusters Score -898351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -898366.625000 Penalty: 4443.691406
	Iteration 39Q: 3 clusters Score -898366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -898378.937500 Penalty: 4443.691406
	Iteration 40F: 3 clusters Score -898378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -898384.062500 Penalty: 4443.691406
	Iteration 41Q: 3 clusters Score -898384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -898389.750000 Penalty: 4443.691406
	Iteration 42Q: 3 clusters Score -898389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -898390.562500 Penalty: 4443.691406
	Iteration 43Q: 3 clusters Score -898390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -898390.875000 Penalty: 4443.691406
	Iteration 44Q: 3 clusters Score -898390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -898390.875000 Penalty: 4443.691406
	Iteration 45F: 3 clusters Score -898390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Entering Unmasked Estep 
Score: -3962044.250000 Penalty: 2594.033447
	Iteration 0F: 2 clusters Score -3962044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3938232.500000 Penalty: 5188.066895
	Iteration 0F: 3 clusters Score -3938232 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3946891.000000 Penalty: 5188.066895
	Iteration 1F: 3 clusters Score -3946891 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3947942.250000 Penalty: 5188.066895
	Iteration 2F: 3 clusters Score -3947942 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3949454.250000 Penalty: 5188.066895
	Iteration 3F: 3 clusters Score -3949454 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3951290.750000 Penalty: 5188.066895
	Iteration 4F: 3 clusters Score -3951291 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3953503.000000 Penalty: 5188.066895
	Iteration 5F: 3 clusters Score -3953503 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3955763.750000 Penalty: 5188.066895
	Iteration 6F: 3 clusters Score -3955764 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3957701.000000 Penalty: 5188.066895
	Iteration 7F: 3 clusters Score -3957701 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3959113.250000 Penalty: 5188.066895
	Iteration 8Q: 3 clusters Score -3959113 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3960027.750000 Penalty: 5188.066895
	Iteration 9Q: 3 clusters Score -3960028 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3960456.250000 Penalty: 5188.066895
	Iteration 10Q: 3 clusters Score -3960456 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3960661.250000 Penalty: 5188.066895
	Iteration 11Q: 3 clusters Score -3960661 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3960791.500000 Penalty: 5188.066895
	Iteration 12Q: 3 clusters Score -3960792 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3960893.750000 Penalty: 5188.066895
	Iteration 13Q: 3 clusters Score -3960894 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3960972.000000 Penalty: 5188.066895
	Iteration 14Q: 3 clusters Score -3960972 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3961056.000000 Penalty: 5188.066895
	Iteration 15Q: 3 clusters Score -3961056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3961115.250000 Penalty: 5188.066895
	Iteration 16Q: 3 clusters Score -3961115 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3961157.750000 Penalty: 5188.066895
	Iteration 17Q: 3 clusters Score -3961158 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3961203.250000 Penalty: 5188.066895
	Iteration 18Q: 3 clusters Score -3961203 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -3961242.000000 Penalty: 5188.066895
	Iteration 19Q: 3 clusters Score -3961242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3961264.250000 Penalty: 5188.066895
	Iteration 20F: 3 clusters Score -3961264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3961310.750000 Penalty: 5188.066895
	Iteration 21Q: 3 clusters Score -3961311 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -3961329.750000 Penalty: 5188.066895
	Iteration 22Q: 3 clusters Score -3961330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -3961365.000000 Penalty: 5188.066895
	Iteration 23Q: 3 clusters Score -3961365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3961386.250000 Penalty: 5188.066895
	Iteration 24Q: 3 clusters Score -3961386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3961387.500000 Penalty: 5188.066895
	Iteration 25Q: 3 clusters Score -3961388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -3961386.250000 Penalty: 5188.066895
	Iteration 26Q: 3 clusters Score -3961386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3961409.000000 Penalty: 5188.066895
	Iteration 27Q: 3 clusters Score -3961409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3961421.500000 Penalty: 5188.066895
	Iteration 28Q: 3 clusters Score -3961422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3961435.500000 Penalty: 5188.066895
	Iteration 29Q: 3 clusters Score -3961436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -3961441.750000 Penalty: 5188.066895
	Iteration 30Q: 3 clusters Score -3961442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -3961452.750000 Penalty: 5188.066895
	Iteration 31Q: 3 clusters Score -3961453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -3961461.500000 Penalty: 5188.066895
	Iteration 32Q: 3 clusters Score -3961462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -3961463.250000 Penalty: 5188.066895
	Iteration 33Q: 3 clusters Score -3961463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -3961466.500000 Penalty: 5188.066895
	Iteration 34Q: 3 clusters Score -3961466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -3961466.250000 Penalty: 5188.066895
	Iteration 35Q: 3 clusters Score -3961466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3961471.750000 Penalty: 5188.066895
	Iteration 36Q: 3 clusters Score -3961472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -3961481.000000 Penalty: 5188.066895
	Iteration 37Q: 3 clusters Score -3961481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3961477.000000 Penalty: 5188.066895
	Iteration 38Q: 3 clusters Score -3961477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3961475.250000 Penalty: 5188.066895
	Iteration 39Q: 3 clusters Score -3961475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3961479.500000 Penalty: 5188.066895
	Iteration 40F: 3 clusters Score -3961480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -3961487.000000 Penalty: 5188.066895
	Iteration 41Q: 3 clusters Score -3961487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3961489.750000 Penalty: 5188.066895
	Iteration 42Q: 3 clusters Score -3961490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -3961486.250000 Penalty: 5188.066895
	Iteration 43Q: 3 clusters Score -3961486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -3961492.250000 Penalty: 5188.066895
	Iteration 44Q: 3 clusters Score -3961492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -3961492.750000 Penalty: 5188.066895
	Iteration 45Q: 3 clusters Score -3961493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3961499.750000 Penalty: 5188.066895
	Iteration 46Q: 3 clusters Score -3961500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -3961495.250000 Penalty: 5188.066895
	Iteration 47Q: 3 clusters Score -3961495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3961498.000000 Penalty: 5188.066895
	Iteration 48Q: 3 clusters Score -3961498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3961502.000000 Penalty: 5188.066895
	Iteration 49Q: 3 clusters Score -3961502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -3961505.250000 Penalty: 5188.066895
	Iteration 50Q: 3 clusters Score -3961505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3961506.750000 Penalty: 5188.066895
	Iteration 51Q: 3 clusters Score -3961507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -3961506.750000 Penalty: 5188.066895
	Iteration 52Q: 3 clusters Score -3961507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -3961511.250000 Penalty: 5188.066895
	Iteration 53Q: 3 clusters Score -3961511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3961508.250000 Penalty: 5188.066895
	Iteration 54Q: 3 clusters Score -3961508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3961513.000000 Penalty: 5188.066895
	Iteration 55Q: 3 clusters Score -3961513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -3961511.250000 Penalty: 5188.066895
	Iteration 56Q: 3 clusters Score -3961511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -3961512.500000 Penalty: 5188.066895
	Iteration 57Q: 3 clusters Score -3961512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -3961511.750000 Penalty: 5188.066895
	Iteration 58Q: 3 clusters Score -3961512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -3961508.750000 Penalty: 5188.066895
	Iteration 59Q: 3 clusters Score -3961509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3961511.750000 Penalty: 5188.066895
	Iteration 60F: 3 clusters Score -3961512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -3961508.000000 Penalty: 5188.066895
	Iteration 61Q: 3 clusters Score -3961508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3961510.250000 Penalty: 5188.066895
	Iteration 62Q: 3 clusters Score -3961510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3961516.000000 Penalty: 5188.066895
	Iteration 63Q: 3 clusters Score -3961516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3961522.250000 Penalty: 5188.066895
	Iteration 64Q: 3 clusters Score -3961522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3961524.750000 Penalty: 5188.066895
	Iteration 65Q: 3 clusters Score -3961525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3961525.250000 Penalty: 5188.066895
	Iteration 66Q: 3 clusters Score -3961525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3961529.000000 Penalty: 5188.066895
	Iteration 67Q: 3 clusters Score -3961529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -3961535.500000 Penalty: 5188.066895
	Iteration 68Q: 3 clusters Score -3961536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3961532.750000 Penalty: 5188.066895
	Iteration 69Q: 3 clusters Score -3961533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3961535.750000 Penalty: 5188.066895
	Iteration 70Q: 3 clusters Score -3961536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -3961532.250000 Penalty: 5188.066895
	Iteration 71Q: 3 clusters Score -3961532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3961537.500000 Penalty: 5188.066895
	Iteration 72Q: 3 clusters Score -3961538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3961533.000000 Penalty: 5188.066895
	Iteration 73Q: 3 clusters Score -3961533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3961530.250000 Penalty: 5188.066895
	Iteration 74Q: 3 clusters Score -3961530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3961536.000000 Penalty: 5188.066895
	Iteration 75Q: 3 clusters Score -3961536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -3961537.000000 Penalty: 5188.066895
	Iteration 76Q: 3 clusters Score -3961537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -3961536.250000 Penalty: 5188.066895
	Iteration 77Q: 3 clusters Score -3961536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -3961536.250000 Penalty: 5188.066895
	Iteration 78F: 3 clusters Score -3961536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36584 members 
Mstep: Class 3 contains 23177 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13408 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41748 members 
Mstep: Class 12 contains 256029 members 
Mstep: Class 13 contains 34200 members 
Mstep: Class 14 contains 56918 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 19 contains 235164 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 34885 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 18 clusters Score -8.859019e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36656 members 
Mstep: Class 3 contains 23123 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 37839 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41745 members 
Mstep: Class 12 contains 256009 members 
Mstep: Class 13 contains 33995 members 
Mstep: Class 14 contains 56922 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 19 contains 235224 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 34993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590168.000000 Penalty: 57316.562500
Iteration 160F: 18 clusters Score -8.859017e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36730 members 
Mstep: Class 3 contains 23076 members 
Mstep: Class 4 contains 6313 members 
Mstep: Class 5 contains 37835 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41752 members 
Mstep: Class 12 contains 255972 members 
Mstep: Class 13 contains 33806 members 
Mstep: Class 14 contains 56917 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13780 members 
Mstep: Class 19 contains 235253 members 
Mstep: Class 20 contains 7787 members 
Mstep: Class 21 contains 35114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 18 clusters Score -8.859021e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36800 members 
Mstep: Class 3 contains 23033 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37828 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41760 members 
Mstep: Class 12 contains 255976 members 
Mstep: Class 13 contains 33629 members 
Mstep: Class 14 contains 56913 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13827 members 
Mstep: Class 19 contains 235235 members 
Mstep: Class 20 contains 7782 members 
Mstep: Class 21 contains 35236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 18 clusters Score -8.859012e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36863 members 
Mstep: Class 3 contains 22997 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 37824 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13404 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41765 members 
Mstep: Class 12 contains 255939 members 
Mstep: Class 13 contains 33473 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 19 contains 235251 members 
Mstep: Class 20 contains 7785 members 
Mstep: Class 21 contains 35342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 18 clusters Score -8.859041e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36899 members 
Mstep: Class 3 contains 22958 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 37817 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13404 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41770 members 
Mstep: Class 12 contains 255936 members 
Mstep: Class 13 contains 33315 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13933 members 
Mstep: Class 19 contains 235290 members 
Mstep: Class 20 contains 7775 members 
Mstep: Class 21 contains 35431 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 18 clusters Score -8.859042e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36943 members 
Mstep: Class 3 contains 22928 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 37820 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41777 members 
Mstep: Class 12 contains 255911 members 
Mstep: Class 13 contains 33178 members 
Mstep: Class 14 contains 56897 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 13968 members 
Mstep: Class 19 contains 235299 members 
Mstep: Class 20 contains 7781 members 
Mstep: Class 21 contains 35519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 18 clusters Score -8.859042e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36983 members 
Mstep: Class 3 contains 22896 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 37832 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13400 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41780 members 
Mstep: Class 12 contains 255907 members 
Mstep: Class 13 contains 33050 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14009 members 
Mstep: Class 19 contains 235284 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 18 clusters Score -8.859043e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37033 members 
Mstep: Class 3 contains 22866 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 37840 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13400 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41780 members 
Mstep: Class 12 contains 255894 members 
Mstep: Class 13 contains 32925 members 
Mstep: Class 14 contains 56895 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14048 members 
Mstep: Class 19 contains 235277 members 
Mstep: Class 20 contains 7770 members 
Mstep: Class 21 contains 35698 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 18 clusters Score -8.859054e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37076 members 
Mstep: Class 3 contains 22842 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 37839 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13397 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41783 members 
Mstep: Class 12 contains 255877 members 
Mstep: Class 13 contains 32826 members 
Mstep: Class 14 contains 56894 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14083 members 
Mstep: Class 19 contains 235248 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 35799 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 18 clusters Score -8.859066e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37113 members 
Mstep: Class 3 contains 22821 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 37839 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13401 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41786 members 
Mstep: Class 12 contains 255874 members 
Mstep: Class 13 contains 32716 members 
Mstep: Class 14 contains 56879 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14115 members 
Mstep: Class 19 contains 235244 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 35897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590720.000000 Penalty: 57316.562500
Iteration 169Q: 18 clusters Score -8.859072e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37137 members 
Mstep: Class 3 contains 22814 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37847 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41786 members 
Mstep: Class 12 contains 255890 members 
Mstep: Class 13 contains 32608 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14150 members 
Mstep: Class 19 contains 235206 members 
Mstep: Class 20 contains 7727 members 
Mstep: Class 21 contains 35980 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 18 clusters Score -8.859071e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37161 members 
Mstep: Class 3 contains 22794 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37841 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41784 members 
Mstep: Class 12 contains 255924 members 
Mstep: Class 13 contains 32525 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14182 members 
Mstep: Class 19 contains 235186 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 36032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 57316.562500
Iteration 171Q: 18 clusters Score -8.859084e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37167 members 
Mstep: Class 3 contains 22782 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 37842 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41791 members 
Mstep: Class 12 contains 255970 members 
Mstep: Class 13 contains 32425 members 
Mstep: Class 14 contains 56872 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14210 members 
Mstep: Class 19 contains 235188 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 36086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590696.000000 Penalty: 57316.562500
Iteration 172Q: 18 clusters Score -8.85907e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37174 members 
Mstep: Class 3 contains 22769 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 37826 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13401 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 41794 members 
Mstep: Class 12 contains 255986 members 
Mstep: Class 13 contains 32321 members 
Mstep: Class 14 contains 56882 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14247 members 
Mstep: Class 19 contains 235233 members 
Mstep: Class 20 contains 7677 members 
Mstep: Class 21 contains 36122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590744.000000 Penalty: 57316.562500
Iteration 173Q: 18 clusters Score -8.859074e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37168 members 
Mstep: Class 3 contains 22762 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 37822 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41797 members 
Mstep: Class 12 contains 256013 members 
Mstep: Class 13 contains 32224 members 
Mstep: Class 14 contains 56884 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14289 members 
Mstep: Class 19 contains 235242 members 
Mstep: Class 20 contains 7664 members 
Mstep: Class 21 contains 36161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590784.000000 Penalty: 57316.562500
Iteration 174Q: 18 clusters Score -8.859078e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 22749 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 37818 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41796 members 
Mstep: Class 12 contains 256009 members 
Mstep: Class 13 contains 32131 members 
Mstep: Class 14 contains 56887 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14350 members 
Mstep: Class 19 contains 235250 members 
Mstep: Class 20 contains 7649 members 
Mstep: Class 21 contains 36211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590696.000000 Penalty: 57316.562500
Iteration 175Q: 18 clusters Score -8.85907e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 22725 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41793 members 
Mstep: Class 12 contains 256028 members 
Mstep: Class 13 contains 32056 members 
Mstep: Class 14 contains 56886 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14394 members 
Mstep: Class 19 contains 235287 members 
Mstep: Class 20 contains 7620 members 
Mstep: Class 21 contains 36235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590776.000000 Penalty: 57316.562500
Iteration 176Q: 18 clusters Score -8.859078e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 22701 members 
Mstep: Class 4 contains 6324 members 
Mstep: Class 5 contains 37797 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13406 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41790 members 
Mstep: Class 12 contains 256042 members 
Mstep: Class 13 contains 31977 members 
Mstep: Class 14 contains 56882 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 19 contains 235340 members 
Mstep: Class 20 contains 7593 members 
Mstep: Class 21 contains 36265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590920.000000 Penalty: 57316.562500
Iteration 177Q: 18 clusters Score -8.859092e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37195 members 
Mstep: Class 3 contains 22683 members 
Mstep: Class 4 contains 6329 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13410 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41786 members 
Mstep: Class 12 contains 256067 members 
Mstep: Class 13 contains 31914 members 
Mstep: Class 14 contains 56866 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14465 members 
Mstep: Class 19 contains 235355 members 
Mstep: Class 20 contains 7573 members 
Mstep: Class 21 contains 36311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590776.000000 Penalty: 57316.562500
Iteration 178Q: 18 clusters Score -8.859078e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 22667 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 37777 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13415 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41776 members 
Mstep: Class 12 contains 256085 members 
Mstep: Class 13 contains 31861 members 
Mstep: Class 14 contains 56855 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14500 members 
Mstep: Class 19 contains 235364 members 
Mstep: Class 20 contains 7556 members 
Mstep: Class 21 contains 36360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 57316.562500
Iteration 179Q: 18 clusters Score -8.859086e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37190 members 
Mstep: Class 3 contains 22653 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 37770 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13419 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41770 members 
Mstep: Class 12 contains 256098 members 
Mstep: Class 13 contains 31804 members 
Mstep: Class 14 contains 56854 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14540 members 
Mstep: Class 19 contains 235374 members 
Mstep: Class 20 contains 7540 members 
Mstep: Class 21 contains 36394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 57316.562500
Iteration 180F: 18 clusters Score -8.859087e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37199 members 
Mstep: Class 3 contains 22638 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 37765 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13422 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41772 members 
Mstep: Class 12 contains 256113 members 
Mstep: Class 13 contains 31754 members 
Mstep: Class 14 contains 56857 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14560 members 
Mstep: Class 19 contains 235390 members 
Mstep: Class 20 contains 7524 members 
Mstep: Class 21 contains 36411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590984.000000 Penalty: 57316.562500
Iteration 181Q: 18 clusters Score -8.859098e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37215 members 
Mstep: Class 3 contains 22621 members 
Mstep: Class 4 contains 6342 members 
Mstep: Class 5 contains 37762 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41766 members 
Mstep: Class 12 contains 256122 members 
Mstep: Class 13 contains 31719 members 
Mstep: Class 14 contains 56858 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14582 members 
Mstep: Class 19 contains 235394 members 
Mstep: Class 20 contains 7507 members 
Mstep: Class 21 contains 36427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591072.000000 Penalty: 57316.562500
Iteration 182Q: 18 clusters Score -8.859107e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37228 members 
Mstep: Class 3 contains 22597 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 37764 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41762 members 
Mstep: Class 12 contains 256167 members 
Mstep: Class 13 contains 31692 members 
Mstep: Class 14 contains 56854 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14605 members 
Mstep: Class 19 contains 235381 members 
Mstep: Class 20 contains 7473 members 
Mstep: Class 21 contains 36449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591200.000000 Penalty: 57316.562500
Iteration 183Q: 18 clusters Score -8.85912e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37244 members 
Mstep: Class 3 contains 22577 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 37753 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41760 members 
Mstep: Class 12 contains 256247 members 
Mstep: Class 13 contains 31657 members 
Mstep: Class 14 contains 56852 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14629 members 
Mstep: Class 19 contains 235355 members 
Mstep: Class 20 contains 7444 members 
Mstep: Class 21 contains 36460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591152.000000 Penalty: 57316.562500
Iteration 184Q: 18 clusters Score -8.859115e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37252 members 
Mstep: Class 3 contains 22553 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 37754 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13435 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41754 members 
Mstep: Class 12 contains 256332 members 
Mstep: Class 13 contains 31620 members 
Mstep: Class 14 contains 56846 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 19 contains 235301 members 
Mstep: Class 20 contains 7427 members 
Mstep: Class 21 contains 36480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591432.000000 Penalty: 57316.562500
Iteration 185Q: 18 clusters Score -8.859143e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37262 members 
Mstep: Class 3 contains 22528 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 37749 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41744 members 
Mstep: Class 12 contains 256403 members 
Mstep: Class 13 contains 31597 members 
Mstep: Class 14 contains 56834 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14683 members 
Mstep: Class 19 contains 235255 members 
Mstep: Class 20 contains 7403 members 
Mstep: Class 21 contains 36512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591376.000000 Penalty: 57316.562500
Iteration 186Q: 18 clusters Score -8.859138e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37280 members 
Mstep: Class 3 contains 22497 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 37736 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41739 members 
Mstep: Class 12 contains 256468 members 
Mstep: Class 13 contains 31572 members 
Mstep: Class 14 contains 56824 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14712 members 
Mstep: Class 19 contains 235214 members 
Mstep: Class 20 contains 7391 members 
Mstep: Class 21 contains 36531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591328.000000 Penalty: 57316.562500
Iteration 187Q: 18 clusters Score -8.859133e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37303 members 
Mstep: Class 3 contains 22468 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 37723 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13454 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41736 members 
Mstep: Class 12 contains 256512 members 
Mstep: Class 13 contains 31550 members 
Mstep: Class 14 contains 56828 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14741 members 
Mstep: Class 19 contains 235155 members 
Mstep: Class 20 contains 7398 members 
Mstep: Class 21 contains 36539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591352.000000 Penalty: 57316.562500
Iteration 188Q: 18 clusters Score -8.859135e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37340 members 
Mstep: Class 3 contains 22430 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 37713 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13463 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41734 members 
Mstep: Class 12 contains 256527 members 
Mstep: Class 13 contains 31531 members 
Mstep: Class 14 contains 56820 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14772 members 
Mstep: Class 19 contains 235110 members 
Mstep: Class 20 contains 7410 members 
Mstep: Class 21 contains 36559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591352.000000 Penalty: 57316.562500
Iteration 189Q: 18 clusters Score -8.859135e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37368 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 37699 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13461 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41733 members 
Mstep: Class 12 contains 256559 members 
Mstep: Class 13 contains 31515 members 
Mstep: Class 14 contains 56825 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14796 members 
Mstep: Class 19 contains 235064 members 
Mstep: Class 20 contains 7413 members 
Mstep: Class 21 contains 36580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591304.000000 Penalty: 57316.562500
Iteration 190Q: 18 clusters Score -8.85913e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37398 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 37690 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13460 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41723 members 
Mstep: Class 12 contains 256597 members 
Mstep: Class 13 contains 31504 members 
Mstep: Class 14 contains 56821 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 19 contains 235006 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 36602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591440.000000 Penalty: 57316.562500
Iteration 191Q: 18 clusters Score -8.859144e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37424 members 
Mstep: Class 3 contains 22326 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 37685 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13461 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41725 members 
Mstep: Class 12 contains 256634 members 
Mstep: Class 13 contains 31489 members 
Mstep: Class 14 contains 56818 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14835 members 
Mstep: Class 19 contains 234956 members 
Mstep: Class 20 contains 7438 members 
Mstep: Class 21 contains 36619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591432.000000 Penalty: 57316.562500
Iteration 192Q: 18 clusters Score -8.859143e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37448 members 
Mstep: Class 3 contains 22299 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 37679 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13463 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 10 contains 41717 members 
Mstep: Class 12 contains 256650 members 
Mstep: Class 13 contains 31471 members 
Mstep: Class 14 contains 56812 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14843 members 
Mstep: Class 19 contains 234966 members 
Mstep: Class 20 contains 7432 members 
Mstep: Class 21 contains 36633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591392.000000 Penalty: 57316.562500
Iteration 193Q: 18 clusters Score -8.859139e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37471 members 
Mstep: Class 3 contains 22267 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13466 members 
Mstep: Class 8 contains 990 members 
Mstep: Class 10 contains 41717 members 
Mstep: Class 12 contains 256667 members 
Mstep: Class 13 contains 31451 members 
Mstep: Class 14 contains 56810 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 19 contains 234962 members 
Mstep: Class 20 contains 7422 members 
Mstep: Class 21 contains 36649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591360.000000 Penalty: 57316.562500
Iteration 194Q: 18 clusters Score -8.859136e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37507 members 
Mstep: Class 3 contains 22228 members 
Mstep: Class 4 contains 6329 members 
Mstep: Class 5 contains 37681 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13469 members 
Mstep: Class 8 contains 990 members 
Mstep: Class 10 contains 41713 members 
Mstep: Class 12 contains 256660 members 
Mstep: Class 13 contains 31437 members 
Mstep: Class 14 contains 56806 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14861 members 
Mstep: Class 19 contains 234940 members 
Mstep: Class 20 contains 7436 members 
Mstep: Class 21 contains 36672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591336.000000 Penalty: 57316.562500
Iteration 195Q: 18 clusters Score -8.859134e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37525 members 
Mstep: Class 3 contains 22196 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 37680 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13470 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 10 contains 41710 members 
Mstep: Class 12 contains 256678 members 
Mstep: Class 13 contains 31414 members 
Mstep: Class 14 contains 56800 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14865 members 
Mstep: Class 19 contains 234943 members 
Mstep: Class 20 contains 7439 members 
Mstep: Class 21 contains 36687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591440.000000 Penalty: 57316.562500
Iteration 196Q: 18 clusters Score -8.859144e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37537 members 
Mstep: Class 3 contains 22172 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 37671 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13471 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 10 contains 41708 members 
Mstep: Class 12 contains 256692 members 
Mstep: Class 13 contains 31397 members 
Mstep: Class 14 contains 56793 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14876 members 
Mstep: Class 19 contains 234938 members 
Mstep: Class 20 contains 7442 members 
Mstep: Class 21 contains 36709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591416.000000 Penalty: 57316.562500
Iteration 197Q: 18 clusters Score -8.859142e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37551 members 
Mstep: Class 3 contains 22151 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 37666 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13472 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 10 contains 41710 members 
Mstep: Class 12 contains 256701 members 
Mstep: Class 13 contains 31371 members 
Mstep: Class 14 contains 56784 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14890 members 
Mstep: Class 19 contains 234937 members 
Mstep: Class 20 contains 7451 members 
Mstep: Class 21 contains 36722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591368.000000 Penalty: 57316.562500
Iteration 198Q: 18 clusters Score -8.859137e+07 nChanged 397
Entering ConstructFrom: 
Score: -88591368.000000 Penalty: 57316.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -204840.578125 Penalty: 1869.942505
	Iteration 0F: 2 clusters Score -204840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202293.734375 Penalty: 3739.885010
	Iteration 0F: 3 clusters Score -202293.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -202738.953125 Penalty: 3739.885010
	Iteration 1F: 3 clusters Score -202739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -202939.625000 Penalty: 3739.885010
	Iteration 2F: 3 clusters Score -202939.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -203188.281250 Penalty: 3739.885010
	Iteration 3F: 3 clusters Score -203188.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203326.234375 Penalty: 3739.885010
	Iteration 4Q: 3 clusters Score -203326.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -203407.984375 Penalty: 3739.885010
	Iteration 5Q: 3 clusters Score -203408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -203466.671875 Penalty: 3739.885010
	Iteration 6Q: 3 clusters Score -203466.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -203516.375000 Penalty: 3739.885010
	Iteration 7Q: 3 clusters Score -203516.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -203565.062500 Penalty: 3739.885010
	Iteration 8Q: 3 clusters Score -203565.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -203612.296875 Penalty: 3739.885010
	Iteration 9Q: 3 clusters Score -203612.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -203654.390625 Penalty: 3739.885010
	Iteration 10Q: 3 clusters Score -203654.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -203689.515625 Penalty: 3739.885010
	Iteration 11Q: 3 clusters Score -203689.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -203720.562500 Penalty: 3739.885010
	Iteration 12Q: 3 clusters Score -203720.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -203746.218750 Penalty: 3739.885010
	Iteration 13Q: 3 clusters Score -203746.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -203775.359375 Penalty: 3739.885010
	Iteration 14Q: 3 clusters Score -203775.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -203802.734375 Penalty: 3739.885010
	Iteration 15Q: 3 clusters Score -203802.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203833.328125 Penalty: 3739.885010
	Iteration 16Q: 3 clusters Score -203833.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -203858.015625 Penalty: 3739.885010
	Iteration 17Q: 3 clusters Score -203858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -203885.125000 Penalty: 3739.885010
	Iteration 18Q: 3 clusters Score -203885.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -203913.250000 Penalty: 3739.885010
	Iteration 19Q: 3 clusters Score -203913.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -203935.437500 Penalty: 3739.885010
	Iteration 20F: 3 clusters Score -203935.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -203959.750000 Penalty: 3739.885010
	Iteration 21Q: 3 clusters Score -203959.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -204009.953125 Penalty: 3739.885010
	Iteration 22Q: 3 clusters Score -204010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -204051.953125 Penalty: 3739.885010
	Iteration 23Q: 3 clusters Score -204052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -204103.453125 Penalty: 3739.885010
	Iteration 24Q: 3 clusters Score -204103.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -204167.968750 Penalty: 3739.885010
	Iteration 25Q: 3 clusters Score -204168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -204215.031250 Penalty: 3739.885010
	Iteration 26Q: 3 clusters Score -204215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -204277.875000 Penalty: 3739.885010
	Iteration 27Q: 3 clusters Score -204277.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -204302.234375 Penalty: 3739.885010
	Iteration 28Q: 3 clusters Score -204302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -204310.453125 Penalty: 3739.885010
	Iteration 29Q: 3 clusters Score -204310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -204317.968750 Penalty: 3739.885010
	Iteration 30Q: 3 clusters Score -204318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -204322.812500 Penalty: 3739.885010
	Iteration 31Q: 3 clusters Score -204322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -204325.015625 Penalty: 3739.885010
	Iteration 32Q: 3 clusters Score -204325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -204325.015625 Penalty: 3739.885010
	Iteration 33F: 3 clusters Score -204325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Entering Unmasked Estep 
Score: -4204630.000000 Penalty: 2612.316650
	Iteration 0F: 2 clusters Score -4204630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4179252.750000 Penalty: 5224.633301
	Iteration 0F: 3 clusters Score -4179253 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4188662.000000 Penalty: 5224.633301
	Iteration 1F: 3 clusters Score -4188662 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4189103.500000 Penalty: 5224.633301
	Iteration 2Q: 3 clusters Score -4189104 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4189523.250000 Penalty: 5224.633301
	Iteration 3Q: 3 clusters Score -4189523 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4190008.750000 Penalty: 5224.633301
	Iteration 4Q: 3 clusters Score -4190009 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4190586.250000 Penalty: 5224.633301
	Iteration 5Q: 3 clusters Score -4190586 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -4191436.250000 Penalty: 5224.633301
	Iteration 6Q: 3 clusters Score -4191436 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4192712.000000 Penalty: 5224.633301
	Iteration 7F: 3 clusters Score -4192712 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -4194471.000000 Penalty: 5224.633301
	Iteration 8F: 3 clusters Score -4194471 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4196777.000000 Penalty: 5224.633301
	Iteration 9F: 3 clusters Score -4196777 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4199001.000000 Penalty: 5224.633301
	Iteration 10F: 3 clusters Score -4199001 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4200592.500000 Penalty: 5224.633301
	Iteration 11Q: 3 clusters Score -4200592 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4201494.000000 Penalty: 5224.633301
	Iteration 12Q: 3 clusters Score -4201494 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4201934.000000 Penalty: 5224.633301
	Iteration 13Q: 3 clusters Score -4201934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4202131.000000 Penalty: 5224.633301
	Iteration 14Q: 3 clusters Score -4202131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4202210.000000 Penalty: 5224.633301
	Iteration 15Q: 3 clusters Score -4202210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4202266.000000 Penalty: 5224.633301
	Iteration 16Q: 3 clusters Score -4202266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4202290.500000 Penalty: 5224.633301
	Iteration 17Q: 3 clusters Score -4202290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4202313.500000 Penalty: 5224.633301
	Iteration 18Q: 3 clusters Score -4202314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4202327.000000 Penalty: 5224.633301
	Iteration 19Q: 3 clusters Score -4202327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4202340.000000 Penalty: 5224.633301
	Iteration 20F: 3 clusters Score -4202340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4202339.000000 Penalty: 5224.633301
	Iteration 21Q: 3 clusters Score -4202339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4202341.500000 Penalty: 5224.633301
	Iteration 22Q: 3 clusters Score -4202342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4202346.000000 Penalty: 5224.633301
	Iteration 23Q: 3 clusters Score -4202346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4202346.000000 Penalty: 5224.633301
	Iteration 24F: 3 clusters Score -4202346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Entering Unmasked Estep 
Score: -2403846.000000 Penalty: 2481.140381
	Iteration 0F: 2 clusters Score -2403846 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 11074 members 
Entering Unmasked Estep 
Score: -2388514.250000 Penalty: 4962.280762
	Iteration 0F: 3 clusters Score -2388514 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2393954.500000 Penalty: 4962.280762
	Iteration 1F: 3 clusters Score -2393954 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2394634.500000 Penalty: 4962.280762
	Iteration 2F: 3 clusters Score -2394634 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2395373.000000 Penalty: 4962.280762
	Iteration 3F: 3 clusters Score -2395373 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2396237.750000 Penalty: 4962.280762
	Iteration 4F: 3 clusters Score -2396238 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2397207.500000 Penalty: 4962.280762
	Iteration 5F: 3 clusters Score -2397208 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2398230.750000 Penalty: 4962.280762
	Iteration 6F: 3 clusters Score -2398231 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2399119.250000 Penalty: 4962.280762
	Iteration 7F: 3 clusters Score -2399119 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2399909.500000 Penalty: 4962.280762
	Iteration 8F: 3 clusters Score -2399910 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2400514.750000 Penalty: 4962.280762
	Iteration 9Q: 3 clusters Score -2400515 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2400885.250000 Penalty: 4962.280762
	Iteration 10Q: 3 clusters Score -2400885 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2401065.750000 Penalty: 4962.280762
	Iteration 11Q: 3 clusters Score -2401066 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2401173.000000 Penalty: 4962.280762
	Iteration 12Q: 3 clusters Score -2401173 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2401230.000000 Penalty: 4962.280762
	Iteration 13Q: 3 clusters Score -2401230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2401287.750000 Penalty: 4962.280762
	Iteration 14Q: 3 clusters Score -2401288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2401326.500000 Penalty: 4962.280762
	Iteration 15Q: 3 clusters Score -2401326 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2401354.500000 Penalty: 4962.280762
	Iteration 16Q: 3 clusters Score -2401354 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2401374.500000 Penalty: 4962.280762
	Iteration 17Q: 3 clusters Score -2401374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2401396.000000 Penalty: 4962.280762
	Iteration 18Q: 3 clusters Score -2401396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2401425.500000 Penalty: 4962.280762
	Iteration 19Q: 3 clusters Score -2401426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2401431.500000 Penalty: 4962.280762
	Iteration 20F: 3 clusters Score -2401432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2401449.500000 Penalty: 4962.280762
	Iteration 21Q: 3 clusters Score -2401450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2401462.500000 Penalty: 4962.280762
	Iteration 22Q: 3 clusters Score -2401462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2401474.750000 Penalty: 4962.280762
	Iteration 23Q: 3 clusters Score -2401475 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2401484.250000 Penalty: 4962.280762
	Iteration 24Q: 3 clusters Score -2401484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2401487.000000 Penalty: 4962.280762
	Iteration 25Q: 3 clusters Score -2401487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2401502.250000 Penalty: 4962.280762
	Iteration 26Q: 3 clusters Score -2401502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2401519.500000 Penalty: 4962.280762
	Iteration 27Q: 3 clusters Score -2401520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2401532.750000 Penalty: 4962.280762
	Iteration 28Q: 3 clusters Score -2401533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2401537.250000 Penalty: 4962.280762
	Iteration 29Q: 3 clusters Score -2401537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2401541.000000 Penalty: 4962.280762
	Iteration 30Q: 3 clusters Score -2401541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2401555.250000 Penalty: 4962.280762
	Iteration 31Q: 3 clusters Score -2401555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2401560.000000 Penalty: 4962.280762
	Iteration 32Q: 3 clusters Score -2401560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2401561.500000 Penalty: 4962.280762
	Iteration 33Q: 3 clusters Score -2401562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2401566.000000 Penalty: 4962.280762
	Iteration 34Q: 3 clusters Score -2401566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2401571.500000 Penalty: 4962.280762
	Iteration 35Q: 3 clusters Score -2401572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2401575.250000 Penalty: 4962.280762
	Iteration 36Q: 3 clusters Score -2401575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2401578.500000 Penalty: 4962.280762
	Iteration 37Q: 3 clusters Score -2401578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2401581.500000 Penalty: 4962.280762
	Iteration 38Q: 3 clusters Score -2401582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2401581.000000 Penalty: 4962.280762
	Iteration 39Q: 3 clusters Score -2401581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2401582.000000 Penalty: 4962.280762
	Iteration 40F: 3 clusters Score -2401582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2401587.000000 Penalty: 4962.280762
	Iteration 41Q: 3 clusters Score -2401587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2401580.000000 Penalty: 4962.280762
	Iteration 42Q: 3 clusters Score -2401580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2401585.000000 Penalty: 4962.280762
	Iteration 43Q: 3 clusters Score -2401585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2401580.500000 Penalty: 4962.280762
	Iteration 44Q: 3 clusters Score -2401580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2401577.750000 Penalty: 4962.280762
	Iteration 45Q: 3 clusters Score -2401578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2401580.500000 Penalty: 4962.280762
	Iteration 46Q: 3 clusters Score -2401580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2401581.000000 Penalty: 4962.280762
	Iteration 47Q: 3 clusters Score -2401581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2401586.000000 Penalty: 4962.280762
	Iteration 48Q: 3 clusters Score -2401586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2401588.750000 Penalty: 4962.280762
	Iteration 49Q: 3 clusters Score -2401589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2401583.250000 Penalty: 4962.280762
	Iteration 50Q: 3 clusters Score -2401583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2401588.500000 Penalty: 4962.280762
	Iteration 51Q: 3 clusters Score -2401588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2401594.500000 Penalty: 4962.280762
	Iteration 52Q: 3 clusters Score -2401594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2401589.000000 Penalty: 4962.280762
	Iteration 53Q: 3 clusters Score -2401589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2401594.000000 Penalty: 4962.280762
	Iteration 54Q: 3 clusters Score -2401594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2401600.750000 Penalty: 4962.280762
	Iteration 55Q: 3 clusters Score -2401601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2401599.750000 Penalty: 4962.280762
	Iteration 56Q: 3 clusters Score -2401600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2401602.500000 Penalty: 4962.280762
	Iteration 57Q: 3 clusters Score -2401602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2401601.750000 Penalty: 4962.280762
	Iteration 58Q: 3 clusters Score -2401602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2401600.750000 Penalty: 4962.280762
	Iteration 59Q: 3 clusters Score -2401601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2401603.000000 Penalty: 4962.280762
	Iteration 60F: 3 clusters Score -2401603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2401607.250000 Penalty: 4962.280762
	Iteration 61Q: 3 clusters Score -2401607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2401609.250000 Penalty: 4962.280762
	Iteration 62Q: 3 clusters Score -2401609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2401609.000000 Penalty: 4962.280762
	Iteration 63Q: 3 clusters Score -2401609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2401603.500000 Penalty: 4962.280762
	Iteration 64Q: 3 clusters Score -2401604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2401609.500000 Penalty: 4962.280762
	Iteration 65Q: 3 clusters Score -2401610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2401610.500000 Penalty: 4962.280762
	Iteration 66Q: 3 clusters Score -2401610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2401613.000000 Penalty: 4962.280762
	Iteration 67Q: 3 clusters Score -2401613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2401617.000000 Penalty: 4962.280762
	Iteration 68Q: 3 clusters Score -2401617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2401620.000000 Penalty: 4962.280762
	Iteration 69Q: 3 clusters Score -2401620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2401624.250000 Penalty: 4962.280762
	Iteration 70Q: 3 clusters Score -2401624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2401628.750000 Penalty: 4962.280762
	Iteration 71Q: 3 clusters Score -2401629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2401631.500000 Penalty: 4962.280762
	Iteration 72Q: 3 clusters Score -2401632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2401630.750000 Penalty: 4962.280762
	Iteration 73Q: 3 clusters Score -2401631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2401634.500000 Penalty: 4962.280762
	Iteration 74Q: 3 clusters Score -2401634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2401629.000000 Penalty: 4962.280762
	Iteration 75Q: 3 clusters Score -2401629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2401622.000000 Penalty: 4962.280762
	Iteration 76Q: 3 clusters Score -2401622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2401619.000000 Penalty: 4962.280762
	Iteration 77Q: 3 clusters Score -2401619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2401623.750000 Penalty: 4962.280762
	Iteration 78Q: 3 clusters Score -2401624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2401625.750000 Penalty: 4962.280762
	Iteration 79Q: 3 clusters Score -2401626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2401624.500000 Penalty: 4962.280762
	Iteration 80F: 3 clusters Score -2401624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2401622.250000 Penalty: 4962.280762
	Iteration 81Q: 3 clusters Score -2401622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2401623.250000 Penalty: 4962.280762
	Iteration 82Q: 3 clusters Score -2401623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2401625.000000 Penalty: 4962.280762
	Iteration 83Q: 3 clusters Score -2401625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2401626.250000 Penalty: 4962.280762
	Iteration 84Q: 3 clusters Score -2401626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2401625.250000 Penalty: 4962.280762
	Iteration 85Q: 3 clusters Score -2401625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2401619.000000 Penalty: 4962.280762
	Iteration 86Q: 3 clusters Score -2401619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2401629.750000 Penalty: 4962.280762
	Iteration 87Q: 3 clusters Score -2401630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2401636.500000 Penalty: 4962.280762
	Iteration 88Q: 3 clusters Score -2401636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2401629.000000 Penalty: 4962.280762
	Iteration 89Q: 3 clusters Score -2401629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2401633.500000 Penalty: 4962.280762
	Iteration 90Q: 3 clusters Score -2401634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2401641.250000 Penalty: 4962.280762
	Iteration 91Q: 3 clusters Score -2401641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2401641.000000 Penalty: 4962.280762
	Iteration 92Q: 3 clusters Score -2401641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2401646.000000 Penalty: 4962.280762
	Iteration 93Q: 3 clusters Score -2401646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2401646.250000 Penalty: 4962.280762
	Iteration 94Q: 3 clusters Score -2401646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2401645.750000 Penalty: 4962.280762
	Iteration 95Q: 3 clusters Score -2401646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2401645.000000 Penalty: 4962.280762
	Iteration 96Q: 3 clusters Score -2401645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2401644.500000 Penalty: 4962.280762
	Iteration 97Q: 3 clusters Score -2401644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2401644.500000 Penalty: 4962.280762
	Iteration 98F: 3 clusters Score -2401644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -652500.000000 Penalty: 2170.757812
	Iteration 0F: 2 clusters Score -652500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -647204.750000 Penalty: 4341.515625
	Iteration 0F: 3 clusters Score -647204.8 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -648737.187500 Penalty: 4341.515625
	Iteration 1F: 3 clusters Score -648737.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -649150.312500 Penalty: 4341.515625
	Iteration 2F: 3 clusters Score -649150.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -649530.750000 Penalty: 4341.515625
	Iteration 3F: 3 clusters Score -649530.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -649852.250000 Penalty: 4341.515625
	Iteration 4F: 3 clusters Score -649852.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -650119.250000 Penalty: 4341.515625
	Iteration 5F: 3 clusters Score -650119.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -650342.125000 Penalty: 4341.515625
	Iteration 6Q: 3 clusters Score -650342.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -650505.562500 Penalty: 4341.515625
	Iteration 7Q: 3 clusters Score -650505.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -650610.500000 Penalty: 4341.515625
	Iteration 8Q: 3 clusters Score -650610.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -650679.000000 Penalty: 4341.515625
	Iteration 9Q: 3 clusters Score -650679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -650730.625000 Penalty: 4341.515625
	Iteration 10Q: 3 clusters Score -650730.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -650775.562500 Penalty: 4341.515625
	Iteration 11Q: 3 clusters Score -650775.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -650810.437500 Penalty: 4341.515625
	Iteration 12Q: 3 clusters Score -650810.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -650841.437500 Penalty: 4341.515625
	Iteration 13Q: 3 clusters Score -650841.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -650867.375000 Penalty: 4341.515625
	Iteration 14Q: 3 clusters Score -650867.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -650890.937500 Penalty: 4341.515625
	Iteration 15Q: 3 clusters Score -650890.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -650911.500000 Penalty: 4341.515625
	Iteration 16Q: 3 clusters Score -650911.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -650930.937500 Penalty: 4341.515625
	Iteration 17Q: 3 clusters Score -650930.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -650945.250000 Penalty: 4341.515625
	Iteration 18Q: 3 clusters Score -650945.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -650961.625000 Penalty: 4341.515625
	Iteration 19Q: 3 clusters Score -650961.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -650976.437500 Penalty: 4341.515625
	Iteration 20F: 3 clusters Score -650976.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -651004.125000 Penalty: 4341.515625
	Iteration 21Q: 3 clusters Score -651004.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -651023.750000 Penalty: 4341.515625
	Iteration 22Q: 3 clusters Score -651023.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -651036.750000 Penalty: 4341.515625
	Iteration 23Q: 3 clusters Score -651036.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -651053.500000 Penalty: 4341.515625
	Iteration 24Q: 3 clusters Score -651053.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -651065.125000 Penalty: 4341.515625
	Iteration 25Q: 3 clusters Score -651065.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -651073.750000 Penalty: 4341.515625
	Iteration 26Q: 3 clusters Score -651073.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -651081.187500 Penalty: 4341.515625
	Iteration 27Q: 3 clusters Score -651081.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -651087.750000 Penalty: 4341.515625
	Iteration 28Q: 3 clusters Score -651087.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -651091.687500 Penalty: 4341.515625
	Iteration 29Q: 3 clusters Score -651091.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -651097.812500 Penalty: 4341.515625
	Iteration 30Q: 3 clusters Score -651097.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -651106.562500 Penalty: 4341.515625
	Iteration 31Q: 3 clusters Score -651106.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -651118.312500 Penalty: 4341.515625
	Iteration 32Q: 3 clusters Score -651118.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -651134.812500 Penalty: 4341.515625
	Iteration 33Q: 3 clusters Score -651134.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -651155.125000 Penalty: 4341.515625
	Iteration 34Q: 3 clusters Score -651155.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -651166.812500 Penalty: 4341.515625
	Iteration 35Q: 3 clusters Score -651166.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -651184.312500 Penalty: 4341.515625
	Iteration 36Q: 3 clusters Score -651184.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -651199.812500 Penalty: 4341.515625
	Iteration 37Q: 3 clusters Score -651199.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -651220.937500 Penalty: 4341.515625
	Iteration 38Q: 3 clusters Score -651220.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -651251.625000 Penalty: 4341.515625
	Iteration 39Q: 3 clusters Score -651251.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -651292.000000 Penalty: 4341.515625
	Iteration 40F: 3 clusters Score -651292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -651310.125000 Penalty: 4341.515625
	Iteration 41Q: 3 clusters Score -651310.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -651323.312500 Penalty: 4341.515625
	Iteration 42Q: 3 clusters Score -651323.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -651335.937500 Penalty: 4341.515625
	Iteration 43Q: 3 clusters Score -651335.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -651341.125000 Penalty: 4341.515625
	Iteration 44Q: 3 clusters Score -651341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -651347.312500 Penalty: 4341.515625
	Iteration 45Q: 3 clusters Score -651347.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -651351.625000 Penalty: 4341.515625
	Iteration 46Q: 3 clusters Score -651351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -651356.125000 Penalty: 4341.515625
	Iteration 47Q: 3 clusters Score -651356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -651357.187500 Penalty: 4341.515625
	Iteration 48Q: 3 clusters Score -651357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -651359.875000 Penalty: 4341.515625
	Iteration 49Q: 3 clusters Score -651359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -651362.375000 Penalty: 4341.515625
	Iteration 50Q: 3 clusters Score -651362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -651362.812500 Penalty: 4341.515625
	Iteration 51Q: 3 clusters Score -651362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -651363.312500 Penalty: 4341.515625
	Iteration 52Q: 3 clusters Score -651363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -651362.875000 Penalty: 4341.515625
	Iteration 53Q: 3 clusters Score -651362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -651362.875000 Penalty: 4341.515625
	Iteration 54F: 3 clusters Score -651362.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Entering Unmasked Estep 
Score: -4287460.000000 Penalty: 2613.041992
	Iteration 0F: 2 clusters Score -4287460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4261699.500000 Penalty: 5226.083984
	Iteration 0F: 3 clusters Score -4261700 nChanged 17236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4271310.500000 Penalty: 5226.083984
	Iteration 1F: 3 clusters Score -4271310 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4271854.500000 Penalty: 5226.083984
	Iteration 2Q: 3 clusters Score -4271854 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4272411.500000 Penalty: 5226.083984
	Iteration 3Q: 3 clusters Score -4272412 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -4273005.500000 Penalty: 5226.083984
	Iteration 4Q: 3 clusters Score -4273006 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4273801.000000 Penalty: 5226.083984
	Iteration 5Q: 3 clusters Score -4273801 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4274992.000000 Penalty: 5226.083984
	Iteration 6F: 3 clusters Score -4274992 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4276517.000000 Penalty: 5226.083984
	Iteration 7F: 3 clusters Score -4276517 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4278345.000000 Penalty: 5226.083984
	Iteration 8F: 3 clusters Score -4278345 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4280189.000000 Penalty: 5226.083984
	Iteration 9F: 3 clusters Score -4280189 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4281784.000000 Penalty: 5226.083984
	Iteration 10F: 3 clusters Score -4281784 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4282993.500000 Penalty: 5226.083984
	Iteration 11Q: 3 clusters Score -4282994 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4283775.000000 Penalty: 5226.083984
	Iteration 12Q: 3 clusters Score -4283775 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4284237.000000 Penalty: 5226.083984
	Iteration 13Q: 3 clusters Score -4284237 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4284459.000000 Penalty: 5226.083984
	Iteration 14Q: 3 clusters Score -4284459 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4284629.000000 Penalty: 5226.083984
	Iteration 15Q: 3 clusters Score -4284629 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4284762.500000 Penalty: 5226.083984
	Iteration 16Q: 3 clusters Score -4284762 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4284856.500000 Penalty: 5226.083984
	Iteration 17Q: 3 clusters Score -4284856 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4284963.000000 Penalty: 5226.083984
	Iteration 18Q: 3 clusters Score -4284963 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4285035.500000 Penalty: 5226.083984
	Iteration 19Q: 3 clusters Score -4285036 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4285095.000000 Penalty: 5226.083984
	Iteration 20F: 3 clusters Score -4285095 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4285143.500000 Penalty: 5226.083984
	Iteration 21Q: 3 clusters Score -4285144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4285180.000000 Penalty: 5226.083984
	Iteration 22Q: 3 clusters Score -4285180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4285209.000000 Penalty: 5226.083984
	Iteration 23Q: 3 clusters Score -4285209 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4285244.500000 Penalty: 5226.083984
	Iteration 24Q: 3 clusters Score -4285244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4285275.000000 Penalty: 5226.083984
	Iteration 25Q: 3 clusters Score -4285275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4285276.000000 Penalty: 5226.083984
	Iteration 26Q: 3 clusters Score -4285276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4285293.000000 Penalty: 5226.083984
	Iteration 27Q: 3 clusters Score -4285293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4285290.000000 Penalty: 5226.083984
	Iteration 28Q: 3 clusters Score -4285290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4285305.500000 Penalty: 5226.083984
	Iteration 29Q: 3 clusters Score -4285306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4285321.500000 Penalty: 5226.083984
	Iteration 30Q: 3 clusters Score -4285322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4285331.000000 Penalty: 5226.083984
	Iteration 31Q: 3 clusters Score -4285331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4285339.500000 Penalty: 5226.083984
	Iteration 32Q: 3 clusters Score -4285340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4285356.000000 Penalty: 5226.083984
	Iteration 33Q: 3 clusters Score -4285356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4285364.000000 Penalty: 5226.083984
	Iteration 34Q: 3 clusters Score -4285364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4285378.000000 Penalty: 5226.083984
	Iteration 35Q: 3 clusters Score -4285378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4285374.000000 Penalty: 5226.083984
	Iteration 36Q: 3 clusters Score -4285374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4285376.000000 Penalty: 5226.083984
	Iteration 37Q: 3 clusters Score -4285376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4285380.000000 Penalty: 5226.083984
	Iteration 38Q: 3 clusters Score -4285380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4285377.500000 Penalty: 5226.083984
	Iteration 39Q: 3 clusters Score -4285378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4285380.000000 Penalty: 5226.083984
	Iteration 40F: 3 clusters Score -4285380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4285382.500000 Penalty: 5226.083984
	Iteration 41Q: 3 clusters Score -4285382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4285386.500000 Penalty: 5226.083984
	Iteration 42Q: 3 clusters Score -4285386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4285394.500000 Penalty: 5226.083984
	Iteration 43Q: 3 clusters Score -4285394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4285395.000000 Penalty: 5226.083984
	Iteration 44Q: 3 clusters Score -4285395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4285409.000000 Penalty: 5226.083984
	Iteration 45Q: 3 clusters Score -4285409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4285413.500000 Penalty: 5226.083984
	Iteration 46Q: 3 clusters Score -4285414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4285411.500000 Penalty: 5226.083984
	Iteration 47Q: 3 clusters Score -4285412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4285416.500000 Penalty: 5226.083984
	Iteration 48Q: 3 clusters Score -4285416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4285418.500000 Penalty: 5226.083984
	Iteration 49Q: 3 clusters Score -4285418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4285427.500000 Penalty: 5226.083984
	Iteration 50Q: 3 clusters Score -4285428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4285430.500000 Penalty: 5226.083984
	Iteration 51Q: 3 clusters Score -4285430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4285432.000000 Penalty: 5226.083984
	Iteration 52Q: 3 clusters Score -4285432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4285435.000000 Penalty: 5226.083984
	Iteration 53Q: 3 clusters Score -4285435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4285439.000000 Penalty: 5226.083984
	Iteration 54Q: 3 clusters Score -4285439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4285445.000000 Penalty: 5226.083984
	Iteration 55Q: 3 clusters Score -4285445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4285455.000000 Penalty: 5226.083984
	Iteration 56Q: 3 clusters Score -4285455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4285457.000000 Penalty: 5226.083984
	Iteration 57Q: 3 clusters Score -4285457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4285464.500000 Penalty: 5226.083984
	Iteration 58Q: 3 clusters Score -4285464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4285464.500000 Penalty: 5226.083984
	Iteration 59Q: 3 clusters Score -4285464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4285465.000000 Penalty: 5226.083984
	Iteration 60F: 3 clusters Score -4285465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4285470.000000 Penalty: 5226.083984
	Iteration 61Q: 3 clusters Score -4285470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4285469.500000 Penalty: 5226.083984
	Iteration 62Q: 3 clusters Score -4285470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4285465.500000 Penalty: 5226.083984
	Iteration 63Q: 3 clusters Score -4285466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4285467.500000 Penalty: 5226.083984
	Iteration 64Q: 3 clusters Score -4285468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4285470.500000 Penalty: 5226.083984
	Iteration 65Q: 3 clusters Score -4285470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4285469.500000 Penalty: 5226.083984
	Iteration 66Q: 3 clusters Score -4285470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4285471.500000 Penalty: 5226.083984
	Iteration 67Q: 3 clusters Score -4285472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4285471.500000 Penalty: 5226.083984
	Iteration 68F: 3 clusters Score -4285472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -50130.105469 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -50130.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48687.714844 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -48687.71 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49041.222656 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -49041.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49236.917969 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -49236.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49377.265625 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -49377.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49465.839844 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -49465.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49507.160156 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -49507.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49569.929688 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -49569.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49575.843750 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -49575.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49580.476562 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -49580.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49591.125000 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -49591.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -49594.671875 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -49594.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -49594.671875 Penalty: 3107.589355
	Iteration 11F: 3 clusters Score -49594.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Entering Unmasked Estep 
Score: -1525646.875000 Penalty: 2358.093750
	Iteration 0F: 2 clusters Score -1525647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1515770.375000 Penalty: 4716.187500
	Iteration 0F: 3 clusters Score -1515770 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1518939.625000 Penalty: 4716.187500
	Iteration 1F: 3 clusters Score -1518940 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1519490.000000 Penalty: 4716.187500
	Iteration 2F: 3 clusters Score -1519490 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1519973.000000 Penalty: 4716.187500
	Iteration 3F: 3 clusters Score -1519973 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1520475.000000 Penalty: 4716.187500
	Iteration 4F: 3 clusters Score -1520475 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1521125.750000 Penalty: 4716.187500
	Iteration 5F: 3 clusters Score -1521126 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1521863.250000 Penalty: 4716.187500
	Iteration 6F: 3 clusters Score -1521863 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1522604.250000 Penalty: 4716.187500
	Iteration 7F: 3 clusters Score -1522604 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1523153.125000 Penalty: 4716.187500
	Iteration 8F: 3 clusters Score -1523153 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1523520.625000 Penalty: 4716.187500
	Iteration 9Q: 3 clusters Score -1523521 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1523731.875000 Penalty: 4716.187500
	Iteration 10Q: 3 clusters Score -1523732 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1523866.500000 Penalty: 4716.187500
	Iteration 11Q: 3 clusters Score -1523866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1523956.250000 Penalty: 4716.187500
	Iteration 12Q: 3 clusters Score -1523956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1524028.125000 Penalty: 4716.187500
	Iteration 13Q: 3 clusters Score -1524028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1524118.750000 Penalty: 4716.187500
	Iteration 14Q: 3 clusters Score -1524119 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1524195.375000 Penalty: 4716.187500
	Iteration 15Q: 3 clusters Score -1524195 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1524231.250000 Penalty: 4716.187500
	Iteration 16Q: 3 clusters Score -1524231 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1524259.750000 Penalty: 4716.187500
	Iteration 17Q: 3 clusters Score -1524260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1524282.500000 Penalty: 4716.187500
	Iteration 18Q: 3 clusters Score -1524282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1524303.250000 Penalty: 4716.187500
	Iteration 19Q: 3 clusters Score -1524303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1524314.875000 Penalty: 4716.187500
	Iteration 20F: 3 clusters Score -1524315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1524334.375000 Penalty: 4716.187500
	Iteration 21Q: 3 clusters Score -1524334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1524343.125000 Penalty: 4716.187500
	Iteration 22Q: 3 clusters Score -1524343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1524349.250000 Penalty: 4716.187500
	Iteration 23Q: 3 clusters Score -1524349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1524351.625000 Penalty: 4716.187500
	Iteration 24Q: 3 clusters Score -1524352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1524365.500000 Penalty: 4716.187500
	Iteration 25Q: 3 clusters Score -1524366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1524375.625000 Penalty: 4716.187500
	Iteration 26Q: 3 clusters Score -1524376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1524384.625000 Penalty: 4716.187500
	Iteration 27Q: 3 clusters Score -1524385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1524400.750000 Penalty: 4716.187500
	Iteration 28Q: 3 clusters Score -1524401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1524408.750000 Penalty: 4716.187500
	Iteration 29Q: 3 clusters Score -1524409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1524416.250000 Penalty: 4716.187500
	Iteration 30Q: 3 clusters Score -1524416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1524421.125000 Penalty: 4716.187500
	Iteration 31Q: 3 clusters Score -1524421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1524427.625000 Penalty: 4716.187500
	Iteration 32Q: 3 clusters Score -1524428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1524433.875000 Penalty: 4716.187500
	Iteration 33Q: 3 clusters Score -1524434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1524438.375000 Penalty: 4716.187500
	Iteration 34Q: 3 clusters Score -1524438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1524441.125000 Penalty: 4716.187500
	Iteration 35Q: 3 clusters Score -1524441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1524445.375000 Penalty: 4716.187500
	Iteration 36Q: 3 clusters Score -1524445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1524446.750000 Penalty: 4716.187500
	Iteration 37Q: 3 clusters Score -1524447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1524452.875000 Penalty: 4716.187500
	Iteration 38Q: 3 clusters Score -1524453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1524454.125000 Penalty: 4716.187500
	Iteration 39Q: 3 clusters Score -1524454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1524453.875000 Penalty: 4716.187500
	Iteration 40F: 3 clusters Score -1524454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1524454.500000 Penalty: 4716.187500
	Iteration 41Q: 3 clusters Score -1524454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1524457.375000 Penalty: 4716.187500
	Iteration 42Q: 3 clusters Score -1524457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1524457.500000 Penalty: 4716.187500
	Iteration 43Q: 3 clusters Score -1524458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1524457.500000 Penalty: 4716.187500
	Iteration 44F: 3 clusters Score -1524458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -102531.960938 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -102532 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 501 members 
Entering Unmasked Estep 
Score: -100586.539062 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -100586.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100839.945312 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -100839.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100903.507812 Penalty: 3422.262695
	Iteration 2Q: 3 clusters Score -100903.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100947.867188 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -100947.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100995.820312 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -100995.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101066.875000 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -101066.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101143.546875 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -101143.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -101215.515625 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -101215.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101289.531250 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -101289.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101423.414062 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -101423.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101840.257812 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -101840.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102066.554688 Penalty: 3422.262695
	Iteration 11F: 3 clusters Score -102066.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102194.132812 Penalty: 3422.262695
	Iteration 12F: 3 clusters Score -102194.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -102293.835938 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -102293.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -102369.304688 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -102369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -102437.734375 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -102437.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -102505.554688 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -102505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -102546.703125 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -102546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102579.953125 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -102580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -102590.062500 Penalty: 3422.262695
	Iteration 19Q: 3 clusters Score -102590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -102592.617188 Penalty: 3422.262695
	Iteration 20F: 3 clusters Score -102592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -102594.195312 Penalty: 3422.262695
	Iteration 21Q: 3 clusters Score -102594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -102594.195312 Penalty: 3422.262695
	Iteration 22F: 3 clusters Score -102594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37554 members 
Mstep: Class 3 contains 22128 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 37664 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13473 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 41709 members 
Mstep: Class 12 contains 256705 members 
Mstep: Class 13 contains 31351 members 
Mstep: Class 14 contains 56786 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14900 members 
Mstep: Class 19 contains 234944 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 36739 members 
Entering Unmasked Estep 
Score: -88589776.000000 Penalty: 60688.125000
Splitting cluster 8 changes total score from -88591368.000000 to -88589776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (41709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Entering Unmasked Estep 
Score: -4715304.500000 Penalty: 2638.341309
	Iteration 0F: 2 clusters Score -4715304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4687029.000000 Penalty: 5276.682617
	Iteration 0F: 3 clusters Score -4687029 nChanged 19168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4697713.500000 Penalty: 5276.682617
	Iteration 1F: 3 clusters Score -4697714 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4698406.500000 Penalty: 5276.682617
	Iteration 2Q: 3 clusters Score -4698406 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -4699142.500000 Penalty: 5276.682617
	Iteration 3Q: 3 clusters Score -4699142 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4700024.500000 Penalty: 5276.682617
	Iteration 4Q: 3 clusters Score -4700024 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4701090.000000 Penalty: 5276.682617
	Iteration 5F: 3 clusters Score -4701090 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -4702330.000000 Penalty: 5276.682617
	Iteration 6F: 3 clusters Score -4702330 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4703755.500000 Penalty: 5276.682617
	Iteration 7F: 3 clusters Score -4703756 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4705300.000000 Penalty: 5276.682617
	Iteration 8F: 3 clusters Score -4705300 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -4706679.000000 Penalty: 5276.682617
	Iteration 9Q: 3 clusters Score -4706679 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4707783.000000 Penalty: 5276.682617
	Iteration 10Q: 3 clusters Score -4707783 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -4708671.000000 Penalty: 5276.682617
	Iteration 11Q: 3 clusters Score -4708671 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4709375.500000 Penalty: 5276.682617
	Iteration 12Q: 3 clusters Score -4709376 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4709940.500000 Penalty: 5276.682617
	Iteration 13Q: 3 clusters Score -4709940 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4710442.500000 Penalty: 5276.682617
	Iteration 14Q: 3 clusters Score -4710442 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4710939.500000 Penalty: 5276.682617
	Iteration 15Q: 3 clusters Score -4710940 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4711407.500000 Penalty: 5276.682617
	Iteration 16Q: 3 clusters Score -4711408 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4711817.500000 Penalty: 5276.682617
	Iteration 17Q: 3 clusters Score -4711818 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4712172.500000 Penalty: 5276.682617
	Iteration 18Q: 3 clusters Score -4712172 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4712465.500000 Penalty: 5276.682617
	Iteration 19Q: 3 clusters Score -4712466 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4712728.000000 Penalty: 5276.682617
	Iteration 20F: 3 clusters Score -4712728 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4712911.500000 Penalty: 5276.682617
	Iteration 21Q: 3 clusters Score -4712912 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4713071.000000 Penalty: 5276.682617
	Iteration 22Q: 3 clusters Score -4713071 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4713206.500000 Penalty: 5276.682617
	Iteration 23Q: 3 clusters Score -4713206 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4713302.500000 Penalty: 5276.682617
	Iteration 24Q: 3 clusters Score -4713302 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4713374.000000 Penalty: 5276.682617
	Iteration 25Q: 3 clusters Score -4713374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4713419.000000 Penalty: 5276.682617
	Iteration 26Q: 3 clusters Score -4713419 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4713445.000000 Penalty: 5276.682617
	Iteration 27Q: 3 clusters Score -4713445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4713470.500000 Penalty: 5276.682617
	Iteration 28Q: 3 clusters Score -4713470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4713472.000000 Penalty: 5276.682617
	Iteration 29Q: 3 clusters Score -4713472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4713488.000000 Penalty: 5276.682617
	Iteration 30Q: 3 clusters Score -4713488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4713495.000000 Penalty: 5276.682617
	Iteration 31Q: 3 clusters Score -4713495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4713499.500000 Penalty: 5276.682617
	Iteration 32Q: 3 clusters Score -4713500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4713496.000000 Penalty: 5276.682617
	Iteration 33Q: 3 clusters Score -4713496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4713499.000000 Penalty: 5276.682617
	Iteration 34Q: 3 clusters Score -4713499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4713512.500000 Penalty: 5276.682617
	Iteration 35Q: 3 clusters Score -4713512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4713509.500000 Penalty: 5276.682617
	Iteration 36Q: 3 clusters Score -4713510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4713514.000000 Penalty: 5276.682617
	Iteration 37Q: 3 clusters Score -4713514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4713518.000000 Penalty: 5276.682617
	Iteration 38Q: 3 clusters Score -4713518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4713526.000000 Penalty: 5276.682617
	Iteration 39Q: 3 clusters Score -4713526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4713522.000000 Penalty: 5276.682617
	Iteration 40F: 3 clusters Score -4713522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4713527.000000 Penalty: 5276.682617
	Iteration 41Q: 3 clusters Score -4713527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4713537.000000 Penalty: 5276.682617
	Iteration 42Q: 3 clusters Score -4713537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4713536.000000 Penalty: 5276.682617
	Iteration 43Q: 3 clusters Score -4713536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4713541.000000 Penalty: 5276.682617
	Iteration 44Q: 3 clusters Score -4713541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4713548.500000 Penalty: 5276.682617
	Iteration 45Q: 3 clusters Score -4713548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4713555.500000 Penalty: 5276.682617
	Iteration 46Q: 3 clusters Score -4713556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4713551.500000 Penalty: 5276.682617
	Iteration 47Q: 3 clusters Score -4713552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4713548.500000 Penalty: 5276.682617
	Iteration 48Q: 3 clusters Score -4713548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4713547.500000 Penalty: 5276.682617
	Iteration 49Q: 3 clusters Score -4713548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4713551.500000 Penalty: 5276.682617
	Iteration 50Q: 3 clusters Score -4713552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4713550.000000 Penalty: 5276.682617
	Iteration 51Q: 3 clusters Score -4713550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4713548.500000 Penalty: 5276.682617
	Iteration 52Q: 3 clusters Score -4713548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4713551.000000 Penalty: 5276.682617
	Iteration 53Q: 3 clusters Score -4713551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4713547.500000 Penalty: 5276.682617
	Iteration 54Q: 3 clusters Score -4713548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4713545.500000 Penalty: 5276.682617
	Iteration 55Q: 3 clusters Score -4713546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4713552.000000 Penalty: 5276.682617
	Iteration 56Q: 3 clusters Score -4713552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4713554.000000 Penalty: 5276.682617
	Iteration 57Q: 3 clusters Score -4713554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4713552.000000 Penalty: 5276.682617
	Iteration 58Q: 3 clusters Score -4713552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4713552.000000 Penalty: 5276.682617
	Iteration 59F: 3 clusters Score -4713552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (256705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256705 members 
Entering Unmasked Estep 
Score: -28939058.000000 Penalty: 3089.009277
	Iteration 0F: 2 clusters Score -2.893906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128016 members 
Mstep: Class 2 contains 128689 members 
Entering Unmasked Estep 
Score: -28783600.000000 Penalty: 6178.018555
	Iteration 0F: 3 clusters Score -2.87836e+07 nChanged 124095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122159 members 
Mstep: Class 2 contains 134546 members 
Entering Unmasked Estep 
Score: -28856738.000000 Penalty: 6178.018555
	Iteration 1F: 3 clusters Score -2.885674e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 138082 members 
Entering Unmasked Estep 
Score: -28858378.000000 Penalty: 6178.018555
	Iteration 2Q: 3 clusters Score -2.885838e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113191 members 
Mstep: Class 2 contains 143514 members 
Entering Unmasked Estep 
Score: -28860580.000000 Penalty: 6178.018555
	Iteration 3Q: 3 clusters Score -2.886058e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 151532 members 
Entering Unmasked Estep 
Score: -28863910.000000 Penalty: 6178.018555
	Iteration 4Q: 3 clusters Score -2.886391e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -28870222.000000 Penalty: 6178.018555
	Iteration 5Q: 3 clusters Score -2.887022e+07 nChanged 16135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 178677 members 
Entering Unmasked Estep 
Score: -28880418.000000 Penalty: 6178.018555
	Iteration 6F: 3 clusters Score -2.888042e+07 nChanged 19147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 197636 members 
Entering Unmasked Estep 
Score: -28895344.000000 Penalty: 6178.018555
	Iteration 7F: 3 clusters Score -2.889534e+07 nChanged 19959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 217569 members 
Entering Unmasked Estep 
Score: -28913178.000000 Penalty: 6178.018555
	Iteration 8F: 3 clusters Score -2.891318e+07 nChanged 17154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 234719 members 
Entering Unmasked Estep 
Score: -28923674.000000 Penalty: 6178.018555
	Iteration 9F: 3 clusters Score -2.892367e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 244791 members 
Entering Unmasked Estep 
Score: -28929246.000000 Penalty: 6178.018555
	Iteration 10Q: 3 clusters Score -2.892925e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 250274 members 
Entering Unmasked Estep 
Score: -28932668.000000 Penalty: 6178.018555
	Iteration 11Q: 3 clusters Score -2.893267e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 253083 members 
Entering Unmasked Estep 
Score: -28934376.000000 Penalty: 6178.018555
	Iteration 12Q: 3 clusters Score -2.893438e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 254457 members 
Entering Unmasked Estep 
Score: -28935152.000000 Penalty: 6178.018555
	Iteration 13Q: 3 clusters Score -2.893515e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 255203 members 
Entering Unmasked Estep 
Score: -28935594.000000 Penalty: 6178.018555
	Iteration 14Q: 3 clusters Score -2.893559e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 255565 members 
Entering Unmasked Estep 
Score: -28935824.000000 Penalty: 6178.018555
	Iteration 15Q: 3 clusters Score -2.893582e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 255784 members 
Entering Unmasked Estep 
Score: -28936034.000000 Penalty: 6178.018555
	Iteration 16Q: 3 clusters Score -2.893603e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 255894 members 
Entering Unmasked Estep 
Score: -28936142.000000 Penalty: 6178.018555
	Iteration 17Q: 3 clusters Score -2.893614e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 255962 members 
Entering Unmasked Estep 
Score: -28936190.000000 Penalty: 6178.018555
	Iteration 18Q: 3 clusters Score -2.893619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 256016 members 
Entering Unmasked Estep 
Score: -28936306.000000 Penalty: 6178.018555
	Iteration 19Q: 3 clusters Score -2.893631e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 256038 members 
Entering Unmasked Estep 
Score: -28936312.000000 Penalty: 6178.018555
	Iteration 20F: 3 clusters Score -2.893631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 256058 members 
Entering Unmasked Estep 
Score: -28936336.000000 Penalty: 6178.018555
	Iteration 21Q: 3 clusters Score -2.893634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 256079 members 
Entering Unmasked Estep 
Score: -28936402.000000 Penalty: 6178.018555
	Iteration 22Q: 3 clusters Score -2.89364e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 256095 members 
Entering Unmasked Estep 
Score: -28936402.000000 Penalty: 6178.018555
	Iteration 23Q: 3 clusters Score -2.89364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 256104 members 
Entering Unmasked Estep 
Score: -28936392.000000 Penalty: 6178.018555
	Iteration 24Q: 3 clusters Score -2.893639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 256112 members 
Entering Unmasked Estep 
Score: -28936382.000000 Penalty: 6178.018555
	Iteration 25Q: 3 clusters Score -2.893638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 256118 members 
Entering Unmasked Estep 
Score: -28936370.000000 Penalty: 6178.018555
	Iteration 26Q: 3 clusters Score -2.893637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 256121 members 
Entering Unmasked Estep 
Score: -28936368.000000 Penalty: 6178.018555
	Iteration 27Q: 3 clusters Score -2.893637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 256124 members 
Entering Unmasked Estep 
Score: -28936360.000000 Penalty: 6178.018555
	Iteration 28Q: 3 clusters Score -2.893636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 256125 members 
Entering Unmasked Estep 
Score: -28936370.000000 Penalty: 6178.018555
	Iteration 29Q: 3 clusters Score -2.893637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 256125 members 
Entering Unmasked Estep 
Score: -28936370.000000 Penalty: 6178.018555
	Iteration 30F: 3 clusters Score -2.893637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Entering Unmasked Estep 
Score: -3572610.000000 Penalty: 2567.544434
	Iteration 0F: 2 clusters Score -3572610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3551192.000000 Penalty: 5135.088867
	Iteration 0F: 3 clusters Score -3551192 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3558777.000000 Penalty: 5135.088867
	Iteration 1F: 3 clusters Score -3558777 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3559143.750000 Penalty: 5135.088867
	Iteration 2Q: 3 clusters Score -3559144 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3559433.250000 Penalty: 5135.088867
	Iteration 3Q: 3 clusters Score -3559433 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3559701.000000 Penalty: 5135.088867
	Iteration 4Q: 3 clusters Score -3559701 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3559944.750000 Penalty: 5135.088867
	Iteration 5Q: 3 clusters Score -3559945 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3560295.500000 Penalty: 5135.088867
	Iteration 6Q: 3 clusters Score -3560296 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3560775.000000 Penalty: 5135.088867
	Iteration 7Q: 3 clusters Score -3560775 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3561473.500000 Penalty: 5135.088867
	Iteration 8Q: 3 clusters Score -3561474 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3562549.000000 Penalty: 5135.088867
	Iteration 9F: 3 clusters Score -3562549 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3564051.250000 Penalty: 5135.088867
	Iteration 10F: 3 clusters Score -3564051 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3565955.000000 Penalty: 5135.088867
	Iteration 11F: 3 clusters Score -3565955 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3567832.750000 Penalty: 5135.088867
	Iteration 12F: 3 clusters Score -3567833 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3569081.250000 Penalty: 5135.088867
	Iteration 13Q: 3 clusters Score -3569081 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3569737.250000 Penalty: 5135.088867
	Iteration 14Q: 3 clusters Score -3569737 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3570019.250000 Penalty: 5135.088867
	Iteration 15Q: 3 clusters Score -3570019 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3570169.250000 Penalty: 5135.088867
	Iteration 16Q: 3 clusters Score -3570169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3570225.500000 Penalty: 5135.088867
	Iteration 17Q: 3 clusters Score -3570226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3570268.000000 Penalty: 5135.088867
	Iteration 18Q: 3 clusters Score -3570268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3570303.500000 Penalty: 5135.088867
	Iteration 19Q: 3 clusters Score -3570304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3570322.750000 Penalty: 5135.088867
	Iteration 20F: 3 clusters Score -3570323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3570328.500000 Penalty: 5135.088867
	Iteration 21Q: 3 clusters Score -3570328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3570329.750000 Penalty: 5135.088867
	Iteration 22Q: 3 clusters Score -3570330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3570331.500000 Penalty: 5135.088867
	Iteration 23Q: 3 clusters Score -3570332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3570331.500000 Penalty: 5135.088867
	Iteration 24F: 3 clusters Score -3570332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Entering Unmasked Estep 
Score: -6434135.000000 Penalty: 2714.867188
	Iteration 0F: 2 clusters Score -6434135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -6395785.500000 Penalty: 5429.734375
	Iteration 0F: 3 clusters Score -6395786 nChanged 26432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -6410509.000000 Penalty: 5429.734375
	Iteration 1F: 3 clusters Score -6410509 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -6411024.500000 Penalty: 5429.734375
	Iteration 2Q: 3 clusters Score -6411024 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -6411528.000000 Penalty: 5429.734375
	Iteration 3Q: 3 clusters Score -6411528 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -6411985.500000 Penalty: 5429.734375
	Iteration 4Q: 3 clusters Score -6411986 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -6412489.500000 Penalty: 5429.734375
	Iteration 5Q: 3 clusters Score -6412490 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -6413045.500000 Penalty: 5429.734375
	Iteration 6Q: 3 clusters Score -6413046 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -6413639.500000 Penalty: 5429.734375
	Iteration 7Q: 3 clusters Score -6413640 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -6414408.000000 Penalty: 5429.734375
	Iteration 8Q: 3 clusters Score -6414408 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6415422.500000 Penalty: 5429.734375
	Iteration 9Q: 3 clusters Score -6415422 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -6416722.000000 Penalty: 5429.734375
	Iteration 10Q: 3 clusters Score -6416722 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -6418490.000000 Penalty: 5429.734375
	Iteration 11F: 3 clusters Score -6418490 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -6420720.000000 Penalty: 5429.734375
	Iteration 12F: 3 clusters Score -6420720 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6423354.000000 Penalty: 5429.734375
	Iteration 13F: 3 clusters Score -6423354 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -6425793.000000 Penalty: 5429.734375
	Iteration 14F: 3 clusters Score -6425793 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -6427765.500000 Penalty: 5429.734375
	Iteration 15Q: 3 clusters Score -6427766 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -6429108.500000 Penalty: 5429.734375
	Iteration 16Q: 3 clusters Score -6429108 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -6430124.500000 Penalty: 5429.734375
	Iteration 17Q: 3 clusters Score -6430124 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -6430699.000000 Penalty: 5429.734375
	Iteration 18Q: 3 clusters Score -6430699 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -6431083.000000 Penalty: 5429.734375
	Iteration 19Q: 3 clusters Score -6431083 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -6431301.500000 Penalty: 5429.734375
	Iteration 20F: 3 clusters Score -6431302 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -6431451.500000 Penalty: 5429.734375
	Iteration 21Q: 3 clusters Score -6431452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -6431525.000000 Penalty: 5429.734375
	Iteration 22Q: 3 clusters Score -6431525 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -6431590.000000 Penalty: 5429.734375
	Iteration 23Q: 3 clusters Score -6431590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -6431630.500000 Penalty: 5429.734375
	Iteration 24Q: 3 clusters Score -6431630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -6431654.000000 Penalty: 5429.734375
	Iteration 25Q: 3 clusters Score -6431654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -6431673.000000 Penalty: 5429.734375
	Iteration 26Q: 3 clusters Score -6431673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -6431685.000000 Penalty: 5429.734375
	Iteration 27Q: 3 clusters Score -6431685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -6431692.000000 Penalty: 5429.734375
	Iteration 28Q: 3 clusters Score -6431692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -6431712.000000 Penalty: 5429.734375
	Iteration 29Q: 3 clusters Score -6431712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -6431735.000000 Penalty: 5429.734375
	Iteration 30Q: 3 clusters Score -6431735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -6431740.500000 Penalty: 5429.734375
	Iteration 31Q: 3 clusters Score -6431740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -6431753.000000 Penalty: 5429.734375
	Iteration 32Q: 3 clusters Score -6431753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -6431757.000000 Penalty: 5429.734375
	Iteration 33Q: 3 clusters Score -6431757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -6431755.000000 Penalty: 5429.734375
	Iteration 34Q: 3 clusters Score -6431755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -6431755.000000 Penalty: 5429.734375
	Iteration 35F: 3 clusters Score -6431755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -102202.921875 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -102202.9 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 469 members 
Entering Unmasked Estep 
Score: -100294.671875 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -100294.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100598.992188 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -100599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100708.906250 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -100708.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100785.859375 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -100785.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100847.632812 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -100847.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100913.820312 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -100913.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100985.812500 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -100985.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101031.593750 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -101031.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101085.875000 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -101085.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101149.468750 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -101149.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101265.335938 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -101265.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101625.570312 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -101625.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101936.718750 Penalty: 3411.138916
	Iteration 12F: 3 clusters Score -101936.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102039.515625 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -102039.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -102110.554688 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -102110.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -102165.875000 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -102165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -102210.671875 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -102210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102222.757812 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -102222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102230.492188 Penalty: 3411.138916
	Iteration 18Q: 3 clusters Score -102230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -102243.375000 Penalty: 3411.138916
	Iteration 19Q: 3 clusters Score -102243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -102263.617188 Penalty: 3411.138916
	Iteration 20F: 3 clusters Score -102263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -102276.132812 Penalty: 3411.138916
	Iteration 21Q: 3 clusters Score -102276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -102278.695312 Penalty: 3411.138916
	Iteration 22Q: 3 clusters Score -102278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -102278.695312 Penalty: 3411.138916
	Iteration 23F: 3 clusters Score -102278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37554 members 
Mstep: Class 3 contains 22128 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 37664 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13473 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 41709 members 
Mstep: Class 12 contains 256705 members 
Mstep: Class 13 contains 31351 members 
Mstep: Class 14 contains 56786 members 
Mstep: Class 16 contains 710 members 
Mstep: Class 17 contains 14900 members 
Mstep: Class 19 contains 234944 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 36739 members 
Entering Unmasked Estep 
Score: -88589824.000000 Penalty: 60688.125000
Splitting cluster 16 changes total score from -88591368.000000 to -88589824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (14900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Entering Unmasked Estep 
Score: -1697277.625000 Penalty: 2383.060791
	Iteration 0F: 2 clusters Score -1697278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1686523.750000 Penalty: 4766.121582
	Iteration 0F: 3 clusters Score -1686524 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1689972.375000 Penalty: 4766.121582
	Iteration 1F: 3 clusters Score -1689972 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1690452.875000 Penalty: 4766.121582
	Iteration 2F: 3 clusters Score -1690453 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1691096.875000 Penalty: 4766.121582
	Iteration 3F: 3 clusters Score -1691097 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1691889.000000 Penalty: 4766.121582
	Iteration 4F: 3 clusters Score -1691889 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1692795.500000 Penalty: 4766.121582
	Iteration 5F: 3 clusters Score -1692796 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1693747.125000 Penalty: 4766.121582
	Iteration 6F: 3 clusters Score -1693747 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1694517.250000 Penalty: 4766.121582
	Iteration 7F: 3 clusters Score -1694517 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1695052.250000 Penalty: 4766.121582
	Iteration 8F: 3 clusters Score -1695052 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1695361.875000 Penalty: 4766.121582
	Iteration 9Q: 3 clusters Score -1695362 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1695535.000000 Penalty: 4766.121582
	Iteration 10Q: 3 clusters Score -1695535 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1695633.625000 Penalty: 4766.121582
	Iteration 11Q: 3 clusters Score -1695634 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1695684.875000 Penalty: 4766.121582
	Iteration 12Q: 3 clusters Score -1695685 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1695720.125000 Penalty: 4766.121582
	Iteration 13Q: 3 clusters Score -1695720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1695750.250000 Penalty: 4766.121582
	Iteration 14Q: 3 clusters Score -1695750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1695796.500000 Penalty: 4766.121582
	Iteration 15Q: 3 clusters Score -1695796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1695837.500000 Penalty: 4766.121582
	Iteration 16Q: 3 clusters Score -1695838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1695876.375000 Penalty: 4766.121582
	Iteration 17Q: 3 clusters Score -1695876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1695907.750000 Penalty: 4766.121582
	Iteration 18Q: 3 clusters Score -1695908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1695950.750000 Penalty: 4766.121582
	Iteration 19Q: 3 clusters Score -1695951 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1695993.625000 Penalty: 4766.121582
	Iteration 20F: 3 clusters Score -1695994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1696032.250000 Penalty: 4766.121582
	Iteration 21Q: 3 clusters Score -1696032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1696069.750000 Penalty: 4766.121582
	Iteration 22Q: 3 clusters Score -1696070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1696106.000000 Penalty: 4766.121582
	Iteration 23Q: 3 clusters Score -1696106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1696130.875000 Penalty: 4766.121582
	Iteration 24Q: 3 clusters Score -1696131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1696149.125000 Penalty: 4766.121582
	Iteration 25Q: 3 clusters Score -1696149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1696177.875000 Penalty: 4766.121582
	Iteration 26Q: 3 clusters Score -1696178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1696192.375000 Penalty: 4766.121582
	Iteration 27Q: 3 clusters Score -1696192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1696202.250000 Penalty: 4766.121582
	Iteration 28Q: 3 clusters Score -1696202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1696209.875000 Penalty: 4766.121582
	Iteration 29Q: 3 clusters Score -1696210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1696214.000000 Penalty: 4766.121582
	Iteration 30Q: 3 clusters Score -1696214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1696223.000000 Penalty: 4766.121582
	Iteration 31Q: 3 clusters Score -1696223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1696228.125000 Penalty: 4766.121582
	Iteration 32Q: 3 clusters Score -1696228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1696228.625000 Penalty: 4766.121582
	Iteration 33Q: 3 clusters Score -1696229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1696240.750000 Penalty: 4766.121582
	Iteration 34Q: 3 clusters Score -1696241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1696238.000000 Penalty: 4766.121582
	Iteration 35Q: 3 clusters Score -1696238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1696241.750000 Penalty: 4766.121582
	Iteration 36Q: 3 clusters Score -1696242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1696244.000000 Penalty: 4766.121582
	Iteration 37Q: 3 clusters Score -1696244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1696246.250000 Penalty: 4766.121582
	Iteration 38Q: 3 clusters Score -1696246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1696246.375000 Penalty: 4766.121582
	Iteration 39Q: 3 clusters Score -1696246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1696245.000000 Penalty: 4766.121582
	Iteration 40F: 3 clusters Score -1696245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1696246.125000 Penalty: 4766.121582
	Iteration 41Q: 3 clusters Score -1696246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1696244.000000 Penalty: 4766.121582
	Iteration 42Q: 3 clusters Score -1696244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1696244.000000 Penalty: 4766.121582
	Iteration 43F: 3 clusters Score -1696244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234944 members 
Entering Unmasked Estep 
Score: -26284480.000000 Penalty: 3067.041504
	Iteration 0F: 2 clusters Score -2.628448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117709 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -26135252.000000 Penalty: 6134.083008
	Iteration 0F: 3 clusters Score -2.613525e+07 nChanged 113450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -26202340.000000 Penalty: 6134.083008
	Iteration 1F: 3 clusters Score -2.620234e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -26204330.000000 Penalty: 6134.083008
	Iteration 2Q: 3 clusters Score -2.620433e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -26207060.000000 Penalty: 6134.083008
	Iteration 3Q: 3 clusters Score -2.620706e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -26212494.000000 Penalty: 6134.083008
	Iteration 4F: 3 clusters Score -2.621249e+07 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -26221834.000000 Penalty: 6134.083008
	Iteration 5F: 3 clusters Score -2.622183e+07 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -26236952.000000 Penalty: 6134.083008
	Iteration 6F: 3 clusters Score -2.623695e+07 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194615 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -26254222.000000 Penalty: 6134.083008
	Iteration 7F: 3 clusters Score -2.625422e+07 nChanged 16061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210040 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -26269586.000000 Penalty: 6134.083008
	Iteration 8F: 3 clusters Score -2.626959e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219797 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -26278672.000000 Penalty: 6134.083008
	Iteration 9Q: 3 clusters Score -2.627867e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224953 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -26281430.000000 Penalty: 6134.083008
	Iteration 10Q: 3 clusters Score -2.628143e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227623 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -26282632.000000 Penalty: 6134.083008
	Iteration 11Q: 3 clusters Score -2.628263e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229085 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -26283186.000000 Penalty: 6134.083008
	Iteration 12Q: 3 clusters Score -2.628319e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230021 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -26283314.000000 Penalty: 6134.083008
	Iteration 13Q: 3 clusters Score -2.628331e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230646 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -26283416.000000 Penalty: 6134.083008
	Iteration 14Q: 3 clusters Score -2.628342e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231097 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -26283468.000000 Penalty: 6134.083008
	Iteration 15Q: 3 clusters Score -2.628347e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231426 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -26283592.000000 Penalty: 6134.083008
	Iteration 16Q: 3 clusters Score -2.628359e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231663 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -26283580.000000 Penalty: 6134.083008
	Iteration 17Q: 3 clusters Score -2.628358e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231854 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -26283518.000000 Penalty: 6134.083008
	Iteration 18Q: 3 clusters Score -2.628352e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231988 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -26283534.000000 Penalty: 6134.083008
	Iteration 19Q: 3 clusters Score -2.628353e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232082 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -26283590.000000 Penalty: 6134.083008
	Iteration 20F: 3 clusters Score -2.628359e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232155 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -26283572.000000 Penalty: 6134.083008
	Iteration 21Q: 3 clusters Score -2.628357e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232217 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -26283536.000000 Penalty: 6134.083008
	Iteration 22Q: 3 clusters Score -2.628354e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232264 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -26283516.000000 Penalty: 6134.083008
	Iteration 23Q: 3 clusters Score -2.628352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232308 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -26283534.000000 Penalty: 6134.083008
	Iteration 24Q: 3 clusters Score -2.628353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232336 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -26283542.000000 Penalty: 6134.083008
	Iteration 25Q: 3 clusters Score -2.628354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232364 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -26283540.000000 Penalty: 6134.083008
	Iteration 26Q: 3 clusters Score -2.628354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232392 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -26283494.000000 Penalty: 6134.083008
	Iteration 27Q: 3 clusters Score -2.628349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232407 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -26283490.000000 Penalty: 6134.083008
	Iteration 28Q: 3 clusters Score -2.628349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232424 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -26283466.000000 Penalty: 6134.083008
	Iteration 29Q: 3 clusters Score -2.628347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232439 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -26283506.000000 Penalty: 6134.083008
	Iteration 30Q: 3 clusters Score -2.628351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232455 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -26283462.000000 Penalty: 6134.083008
	Iteration 31Q: 3 clusters Score -2.628346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232471 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -26283474.000000 Penalty: 6134.083008
	Iteration 32Q: 3 clusters Score -2.628347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232483 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -26283488.000000 Penalty: 6134.083008
	Iteration 33Q: 3 clusters Score -2.628349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232502 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -26283514.000000 Penalty: 6134.083008
	Iteration 34Q: 3 clusters Score -2.628351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232511 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -26283510.000000 Penalty: 6134.083008
	Iteration 35Q: 3 clusters Score -2.628351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232516 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -26283500.000000 Penalty: 6134.083008
	Iteration 36Q: 3 clusters Score -2.62835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232523 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -26283530.000000 Penalty: 6134.083008
	Iteration 37Q: 3 clusters Score -2.628353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232527 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -26283538.000000 Penalty: 6134.083008
	Iteration 38Q: 3 clusters Score -2.628354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232531 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -26283528.000000 Penalty: 6134.083008
	Iteration 39Q: 3 clusters Score -2.628353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232537 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -26283532.000000 Penalty: 6134.083008
	Iteration 40F: 3 clusters Score -2.628353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232539 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -26283532.000000 Penalty: 6134.083008
	Iteration 41Q: 3 clusters Score -2.628353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232540 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -26283534.000000 Penalty: 6134.083008
	Iteration 42Q: 3 clusters Score -2.628353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232541 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -26283538.000000 Penalty: 6134.083008
	Iteration 43Q: 3 clusters Score -2.628354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232542 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -26283532.000000 Penalty: 6134.083008
	Iteration 44Q: 3 clusters Score -2.628353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232542 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -26283528.000000 Penalty: 6134.083008
	Iteration 45Q: 3 clusters Score -2.628353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232543 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -26283528.000000 Penalty: 6134.083008
	Iteration 46Q: 3 clusters Score -2.628353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232543 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -26283518.000000 Penalty: 6134.083008
	Iteration 47Q: 3 clusters Score -2.628352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232545 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -26283520.000000 Penalty: 6134.083008
	Iteration 48Q: 3 clusters Score -2.628352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232549 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -26283520.000000 Penalty: 6134.083008
	Iteration 49Q: 3 clusters Score -2.628352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232555 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -26283504.000000 Penalty: 6134.083008
	Iteration 50Q: 3 clusters Score -2.62835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232556 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -26283512.000000 Penalty: 6134.083008
	Iteration 51Q: 3 clusters Score -2.628351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232558 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -26283510.000000 Penalty: 6134.083008
	Iteration 52Q: 3 clusters Score -2.628351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232564 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -26283522.000000 Penalty: 6134.083008
	Iteration 53Q: 3 clusters Score -2.628352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232571 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -26283506.000000 Penalty: 6134.083008
	Iteration 54Q: 3 clusters Score -2.628351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232576 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -26283498.000000 Penalty: 6134.083008
	Iteration 55Q: 3 clusters Score -2.62835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232587 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -26283492.000000 Penalty: 6134.083008
	Iteration 56Q: 3 clusters Score -2.628349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232591 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26283466.000000 Penalty: 6134.083008
	Iteration 57Q: 3 clusters Score -2.628347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232595 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -26283494.000000 Penalty: 6134.083008
	Iteration 58Q: 3 clusters Score -2.628349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232603 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -26283470.000000 Penalty: 6134.083008
	Iteration 59Q: 3 clusters Score -2.628347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232608 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -26283474.000000 Penalty: 6134.083008
	Iteration 60F: 3 clusters Score -2.628347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232611 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -26283484.000000 Penalty: 6134.083008
	Iteration 61Q: 3 clusters Score -2.628348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232611 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -26283484.000000 Penalty: 6134.083008
	Iteration 62Q: 3 clusters Score -2.628348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232611 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -26283484.000000 Penalty: 6134.083008
	Iteration 63F: 3 clusters Score -2.628348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Entering Unmasked Estep 
Score: -857534.375000 Penalty: 2211.326904
	Iteration 0F: 2 clusters Score -857534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -851391.750000 Penalty: 4422.653809
	Iteration 0F: 3 clusters Score -851391.8 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -853077.437500 Penalty: 4422.653809
	Iteration 1F: 3 clusters Score -853077.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -853308.875000 Penalty: 4422.653809
	Iteration 2F: 3 clusters Score -853308.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -853470.500000 Penalty: 4422.653809
	Iteration 3Q: 3 clusters Score -853470.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -853603.562500 Penalty: 4422.653809
	Iteration 4Q: 3 clusters Score -853603.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -853712.062500 Penalty: 4422.653809
	Iteration 5Q: 3 clusters Score -853712.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -853804.937500 Penalty: 4422.653809
	Iteration 6Q: 3 clusters Score -853804.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -853888.312500 Penalty: 4422.653809
	Iteration 7Q: 3 clusters Score -853888.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -853963.687500 Penalty: 4422.653809
	Iteration 8Q: 3 clusters Score -853963.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -854049.312500 Penalty: 4422.653809
	Iteration 9Q: 3 clusters Score -854049.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -854155.375000 Penalty: 4422.653809
	Iteration 10Q: 3 clusters Score -854155.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -854247.875000 Penalty: 4422.653809
	Iteration 11Q: 3 clusters Score -854247.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -854348.062500 Penalty: 4422.653809
	Iteration 12Q: 3 clusters Score -854348.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -854451.937500 Penalty: 4422.653809
	Iteration 13Q: 3 clusters Score -854451.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -854567.437500 Penalty: 4422.653809
	Iteration 14Q: 3 clusters Score -854567.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -854683.812500 Penalty: 4422.653809
	Iteration 15Q: 3 clusters Score -854683.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -854783.625000 Penalty: 4422.653809
	Iteration 16Q: 3 clusters Score -854783.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -854874.062500 Penalty: 4422.653809
	Iteration 17Q: 3 clusters Score -854874.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -854963.312500 Penalty: 4422.653809
	Iteration 18Q: 3 clusters Score -854963.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -855047.750000 Penalty: 4422.653809
	Iteration 19Q: 3 clusters Score -855047.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -855131.437500 Penalty: 4422.653809
	Iteration 20F: 3 clusters Score -855131.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -855210.312500 Penalty: 4422.653809
	Iteration 21Q: 3 clusters Score -855210.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -855283.000000 Penalty: 4422.653809
	Iteration 22Q: 3 clusters Score -855283 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -855333.562500 Penalty: 4422.653809
	Iteration 23Q: 3 clusters Score -855333.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -855372.187500 Penalty: 4422.653809
	Iteration 24Q: 3 clusters Score -855372.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -855397.875000 Penalty: 4422.653809
	Iteration 25Q: 3 clusters Score -855397.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -855418.125000 Penalty: 4422.653809
	Iteration 26Q: 3 clusters Score -855418.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -855433.437500 Penalty: 4422.653809
	Iteration 27Q: 3 clusters Score -855433.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -855443.062500 Penalty: 4422.653809
	Iteration 28Q: 3 clusters Score -855443.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -855453.812500 Penalty: 4422.653809
	Iteration 29Q: 3 clusters Score -855453.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -855458.750000 Penalty: 4422.653809
	Iteration 30Q: 3 clusters Score -855458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -855464.750000 Penalty: 4422.653809
	Iteration 31Q: 3 clusters Score -855464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -855469.437500 Penalty: 4422.653809
	Iteration 32Q: 3 clusters Score -855469.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -855473.812500 Penalty: 4422.653809
	Iteration 33Q: 3 clusters Score -855473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -855477.562500 Penalty: 4422.653809
	Iteration 34Q: 3 clusters Score -855477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -855480.875000 Penalty: 4422.653809
	Iteration 35Q: 3 clusters Score -855480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -855480.500000 Penalty: 4422.653809
	Iteration 36Q: 3 clusters Score -855480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -855479.937500 Penalty: 4422.653809
	Iteration 37Q: 3 clusters Score -855479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -855479.937500 Penalty: 4422.653809
	Iteration 38F: 3 clusters Score -855479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Entering Unmasked Estep 
Score: -4170027.000000 Penalty: 2606.875244
	Iteration 0F: 2 clusters Score -4170027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4144996.000000 Penalty: 5213.750488
	Iteration 0F: 3 clusters Score -4144996 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4154186.750000 Penalty: 5213.750488
	Iteration 1F: 3 clusters Score -4154187 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4154919.250000 Penalty: 5213.750488
	Iteration 2Q: 3 clusters Score -4154919 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4155887.750000 Penalty: 5213.750488
	Iteration 3Q: 3 clusters Score -4155888 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4157077.000000 Penalty: 5213.750488
	Iteration 4F: 3 clusters Score -4157077 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4158521.250000 Penalty: 5213.750488
	Iteration 5F: 3 clusters Score -4158521 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4160353.500000 Penalty: 5213.750488
	Iteration 6F: 3 clusters Score -4160354 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4162562.500000 Penalty: 5213.750488
	Iteration 7F: 3 clusters Score -4162562 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4164789.250000 Penalty: 5213.750488
	Iteration 8F: 3 clusters Score -4164789 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4166660.000000 Penalty: 5213.750488
	Iteration 9F: 3 clusters Score -4166660 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4167736.250000 Penalty: 5213.750488
	Iteration 10Q: 3 clusters Score -4167736 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4168238.000000 Penalty: 5213.750488
	Iteration 11Q: 3 clusters Score -4168238 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4168482.750000 Penalty: 5213.750488
	Iteration 12Q: 3 clusters Score -4168483 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4168653.500000 Penalty: 5213.750488
	Iteration 13Q: 3 clusters Score -4168654 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4168764.000000 Penalty: 5213.750488
	Iteration 14Q: 3 clusters Score -4168764 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -4168854.250000 Penalty: 5213.750488
	Iteration 15Q: 3 clusters Score -4168854 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4168931.250000 Penalty: 5213.750488
	Iteration 16Q: 3 clusters Score -4168931 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4169002.000000 Penalty: 5213.750488
	Iteration 17Q: 3 clusters Score -4169002 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4169043.000000 Penalty: 5213.750488
	Iteration 18Q: 3 clusters Score -4169043 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4169090.500000 Penalty: 5213.750488
	Iteration 19Q: 3 clusters Score -4169090 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4169122.750000 Penalty: 5213.750488
	Iteration 20F: 3 clusters Score -4169123 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4169170.250000 Penalty: 5213.750488
	Iteration 21Q: 3 clusters Score -4169170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4169224.250000 Penalty: 5213.750488
	Iteration 22Q: 3 clusters Score -4169224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4169233.500000 Penalty: 5213.750488
	Iteration 23Q: 3 clusters Score -4169234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4169260.750000 Penalty: 5213.750488
	Iteration 24Q: 3 clusters Score -4169261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4169293.750000 Penalty: 5213.750488
	Iteration 25Q: 3 clusters Score -4169294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4169325.500000 Penalty: 5213.750488
	Iteration 26Q: 3 clusters Score -4169326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4169354.000000 Penalty: 5213.750488
	Iteration 27Q: 3 clusters Score -4169354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4169362.000000 Penalty: 5213.750488
	Iteration 28Q: 3 clusters Score -4169362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4169386.000000 Penalty: 5213.750488
	Iteration 29Q: 3 clusters Score -4169386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -4169394.250000 Penalty: 5213.750488
	Iteration 30Q: 3 clusters Score -4169394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4169401.000000 Penalty: 5213.750488
	Iteration 31Q: 3 clusters Score -4169401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4169416.250000 Penalty: 5213.750488
	Iteration 32Q: 3 clusters Score -4169416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4169424.500000 Penalty: 5213.750488
	Iteration 33Q: 3 clusters Score -4169424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -4169438.250000 Penalty: 5213.750488
	Iteration 34Q: 3 clusters Score -4169438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4169446.250000 Penalty: 5213.750488
	Iteration 35Q: 3 clusters Score -4169446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4169438.000000 Penalty: 5213.750488
	Iteration 36Q: 3 clusters Score -4169438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4169444.500000 Penalty: 5213.750488
	Iteration 37Q: 3 clusters Score -4169444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4169443.500000 Penalty: 5213.750488
	Iteration 38Q: 3 clusters Score -4169444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4169446.500000 Penalty: 5213.750488
	Iteration 39Q: 3 clusters Score -4169446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4169449.750000 Penalty: 5213.750488
	Iteration 40F: 3 clusters Score -4169450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4169450.750000 Penalty: 5213.750488
	Iteration 41Q: 3 clusters Score -4169451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4169449.750000 Penalty: 5213.750488
	Iteration 42Q: 3 clusters Score -4169450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4169451.000000 Penalty: 5213.750488
	Iteration 43Q: 3 clusters Score -4169451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4169451.250000 Penalty: 5213.750488
	Iteration 44Q: 3 clusters Score -4169451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4169452.250000 Penalty: 5213.750488
	Iteration 45Q: 3 clusters Score -4169452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4169452.500000 Penalty: 5213.750488
	Iteration 46Q: 3 clusters Score -4169452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4169452.500000 Penalty: 5213.750488
	Iteration 47F: 3 clusters Score -4169452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37554 members 
Mstep: Class 3 contains 22128 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 37664 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13473 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41709 members 
Mstep: Class 12 contains 256705 members 
Mstep: Class 13 contains 31351 members 
Mstep: Class 14 contains 56786 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14900 members 
Mstep: Class 19 contains 234944 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 36739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591440.000000 Penalty: 57316.562500
Iteration 199Q: 18 clusters Score -8.859144e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37567 members 
Mstep: Class 3 contains 22097 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 37666 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13475 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41704 members 
Mstep: Class 12 contains 256707 members 
Mstep: Class 13 contains 31331 members 
Mstep: Class 14 contains 56782 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14910 members 
Mstep: Class 19 contains 234958 members 
Mstep: Class 20 contains 7466 members 
Mstep: Class 21 contains 36749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591544.000000 Penalty: 57316.562500
Iteration 200F: 18 clusters Score -8.859154e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37594 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 6323 members 
Mstep: Class 5 contains 37665 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13476 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41698 members 
Mstep: Class 12 contains 256712 members 
Mstep: Class 13 contains 31322 members 
Mstep: Class 14 contains 56773 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 19 contains 234959 members 
Mstep: Class 20 contains 7477 members 
Mstep: Class 21 contains 36759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591456.000000 Penalty: 57316.562500
Iteration 201Q: 18 clusters Score -8.859146e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37626 members 
Mstep: Class 3 contains 22027 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 37665 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13476 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41698 members 
Mstep: Class 12 contains 256683 members 
Mstep: Class 13 contains 31317 members 
Mstep: Class 14 contains 56771 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 19 contains 234965 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 36775 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 18 clusters Score -8.859158e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37648 members 
Mstep: Class 3 contains 21997 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 37662 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13477 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41698 members 
Mstep: Class 12 contains 256679 members 
Mstep: Class 13 contains 31304 members 
Mstep: Class 14 contains 56769 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14936 members 
Mstep: Class 19 contains 234975 members 
Mstep: Class 20 contains 7477 members 
Mstep: Class 21 contains 36788 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 18 clusters Score -8.85916e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37654 members 
Mstep: Class 3 contains 21972 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 37654 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41696 members 
Mstep: Class 12 contains 256665 members 
Mstep: Class 13 contains 31302 members 
Mstep: Class 14 contains 56765 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14950 members 
Mstep: Class 19 contains 234995 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 36807 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 18 clusters Score -8.859168e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37654 members 
Mstep: Class 3 contains 21954 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 37643 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41695 members 
Mstep: Class 12 contains 256678 members 
Mstep: Class 13 contains 31298 members 
Mstep: Class 14 contains 56758 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14965 members 
Mstep: Class 19 contains 235000 members 
Mstep: Class 20 contains 7470 members 
Mstep: Class 21 contains 36818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591648.000000 Penalty: 57316.562500
Iteration 205Q: 18 clusters Score -8.859165e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37671 members 
Mstep: Class 3 contains 21933 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41690 members 
Mstep: Class 12 contains 256663 members 
Mstep: Class 13 contains 31298 members 
Mstep: Class 14 contains 56745 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14978 members 
Mstep: Class 19 contains 234999 members 
Mstep: Class 20 contains 7489 members 
Mstep: Class 21 contains 36828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591600.000000 Penalty: 57316.562500
Iteration 206Q: 18 clusters Score -8.85916e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37684 members 
Mstep: Class 3 contains 21908 members 
Mstep: Class 4 contains 6325 members 
Mstep: Class 5 contains 37641 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41685 members 
Mstep: Class 12 contains 256670 members 
Mstep: Class 13 contains 31286 members 
Mstep: Class 14 contains 56744 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 14989 members 
Mstep: Class 19 contains 234978 members 
Mstep: Class 20 contains 7518 members 
Mstep: Class 21 contains 36832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591640.000000 Penalty: 57316.562500
Iteration 207Q: 18 clusters Score -8.859164e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37693 members 
Mstep: Class 3 contains 21885 members 
Mstep: Class 4 contains 6323 members 
Mstep: Class 5 contains 37639 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41681 members 
Mstep: Class 12 contains 256680 members 
Mstep: Class 13 contains 31282 members 
Mstep: Class 14 contains 56740 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 15000 members 
Mstep: Class 19 contains 234944 members 
Mstep: Class 20 contains 7553 members 
Mstep: Class 21 contains 36840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591600.000000 Penalty: 57316.562500
Iteration 208Q: 18 clusters Score -8.85916e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37704 members 
Mstep: Class 3 contains 21853 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41679 members 
Mstep: Class 12 contains 256707 members 
Mstep: Class 13 contains 31269 members 
Mstep: Class 14 contains 56740 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 15012 members 
Mstep: Class 19 contains 234898 members 
Mstep: Class 20 contains 7589 members 
Mstep: Class 21 contains 36848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591600.000000 Penalty: 57316.562500
Iteration 209Q: 18 clusters Score -8.85916e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37721 members 
Mstep: Class 3 contains 21817 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 37636 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 41674 members 
Mstep: Class 12 contains 256715 members 
Mstep: Class 13 contains 31253 members 
Mstep: Class 14 contains 56742 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 15027 members 
Mstep: Class 19 contains 234882 members 
Mstep: Class 20 contains 7615 members 
Mstep: Class 21 contains 36859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591608.000000 Penalty: 57316.562500
Iteration 210Q: 18 clusters Score -8.859161e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37744 members 
Mstep: Class 3 contains 21784 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 37631 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 41668 members 
Mstep: Class 12 contains 256690 members 
Mstep: Class 13 contains 31242 members 
Mstep: Class 14 contains 56738 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 15038 members 
Mstep: Class 19 contains 234900 members 
Mstep: Class 20 contains 7636 members 
Mstep: Class 21 contains 36869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591768.000000 Penalty: 57316.562500
Iteration 211Q: 18 clusters Score -8.859177e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37747 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37630 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 12 contains 256671 members 
Mstep: Class 13 contains 31234 members 
Mstep: Class 14 contains 56740 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 15047 members 
Mstep: Class 19 contains 234911 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 36874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591864.000000 Penalty: 57316.562500
Iteration 212Q: 18 clusters Score -8.859186e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37750 members 
Mstep: Class 3 contains 21743 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 37624 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 256636 members 
Mstep: Class 13 contains 31232 members 
Mstep: Class 14 contains 56745 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 15059 members 
Mstep: Class 19 contains 234917 members 
Mstep: Class 20 contains 7698 members 
Mstep: Class 21 contains 36878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591880.000000 Penalty: 57316.562500
Iteration 213Q: 18 clusters Score -8.859188e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37750 members 
Mstep: Class 3 contains 21727 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37625 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41655 members 
Mstep: Class 12 contains 256621 members 
Mstep: Class 13 contains 31227 members 
Mstep: Class 14 contains 56750 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 15071 members 
Mstep: Class 19 contains 234914 members 
Mstep: Class 20 contains 7724 members 
Mstep: Class 21 contains 36876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591896.000000 Penalty: 57316.562500
Iteration 214Q: 18 clusters Score -8.85919e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37750 members 
Mstep: Class 3 contains 21709 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 37625 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13480 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41652 members 
Mstep: Class 12 contains 256617 members 
Mstep: Class 13 contains 31219 members 
Mstep: Class 14 contains 56742 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15082 members 
Mstep: Class 19 contains 234920 members 
Mstep: Class 20 contains 7740 members 
Mstep: Class 21 contains 36882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591888.000000 Penalty: 57316.562500
Iteration 215Q: 18 clusters Score -8.859189e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37755 members 
Mstep: Class 3 contains 21685 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 37627 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13482 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41648 members 
Mstep: Class 12 contains 256615 members 
Mstep: Class 13 contains 31209 members 
Mstep: Class 14 contains 56737 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15096 members 
Mstep: Class 19 contains 234907 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 36888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592072.000000 Penalty: 57316.562500
Iteration 216Q: 18 clusters Score -8.859207e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37751 members 
Mstep: Class 3 contains 21665 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 37631 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13484 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41647 members 
Mstep: Class 12 contains 256617 members 
Mstep: Class 13 contains 31201 members 
Mstep: Class 14 contains 56729 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15107 members 
Mstep: Class 19 contains 234908 members 
Mstep: Class 20 contains 7791 members 
Mstep: Class 21 contains 36886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592072.000000 Penalty: 57316.562500
Iteration 217Q: 18 clusters Score -8.859207e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37755 members 
Mstep: Class 3 contains 21645 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 37632 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41648 members 
Mstep: Class 12 contains 256593 members 
Mstep: Class 13 contains 31199 members 
Mstep: Class 14 contains 56727 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15117 members 
Mstep: Class 19 contains 234908 members 
Mstep: Class 20 contains 7820 members 
Mstep: Class 21 contains 36887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592208.000000 Penalty: 57316.562500
Iteration 218Q: 18 clusters Score -8.859221e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37754 members 
Mstep: Class 3 contains 21628 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37634 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41648 members 
Mstep: Class 12 contains 256577 members 
Mstep: Class 13 contains 31199 members 
Mstep: Class 14 contains 56722 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15126 members 
Mstep: Class 19 contains 234912 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 36889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592104.000000 Penalty: 57316.562500
Iteration 219Q: 18 clusters Score -8.85921e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37631 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13488 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41645 members 
Mstep: Class 12 contains 256542 members 
Mstep: Class 13 contains 31199 members 
Mstep: Class 14 contains 56717 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 19 contains 234929 members 
Mstep: Class 20 contains 7869 members 
Mstep: Class 21 contains 36893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592216.000000 Penalty: 57316.562500
Iteration 220F: 18 clusters Score -8.859222e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37762 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 37624 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13489 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41644 members 
Mstep: Class 12 contains 256516 members 
Mstep: Class 13 contains 31195 members 
Mstep: Class 14 contains 56721 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 19 contains 234935 members 
Mstep: Class 20 contains 7899 members 
Mstep: Class 21 contains 36897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592176.000000 Penalty: 57316.562500
Iteration 221Q: 18 clusters Score -8.859218e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37770 members 
Mstep: Class 3 contains 21571 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13489 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 41644 members 
Mstep: Class 12 contains 256499 members 
Mstep: Class 13 contains 31186 members 
Mstep: Class 14 contains 56716 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15153 members 
Mstep: Class 19 contains 234953 members 
Mstep: Class 20 contains 7922 members 
Mstep: Class 21 contains 36893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592168.000000 Penalty: 57316.562500
Iteration 222Q: 18 clusters Score -8.859217e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37772 members 
Mstep: Class 3 contains 21550 members 
Mstep: Class 4 contains 6325 members 
Mstep: Class 5 contains 37617 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13488 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41644 members 
Mstep: Class 12 contains 256490 members 
Mstep: Class 13 contains 31185 members 
Mstep: Class 14 contains 56712 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15161 members 
Mstep: Class 19 contains 234952 members 
Mstep: Class 20 contains 7943 members 
Mstep: Class 21 contains 36894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592216.000000 Penalty: 57316.562500
Iteration 223Q: 18 clusters Score -8.859222e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37780 members 
Mstep: Class 3 contains 21524 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 37613 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41646 members 
Mstep: Class 12 contains 256472 members 
Mstep: Class 13 contains 31186 members 
Mstep: Class 14 contains 56710 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15174 members 
Mstep: Class 19 contains 234955 members 
Mstep: Class 20 contains 7957 members 
Mstep: Class 21 contains 36903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592080.000000 Penalty: 57316.562500
Iteration 224Q: 18 clusters Score -8.859208e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37791 members 
Mstep: Class 3 contains 21497 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 37610 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41650 members 
Mstep: Class 12 contains 256448 members 
Mstep: Class 13 contains 31183 members 
Mstep: Class 14 contains 56711 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15191 members 
Mstep: Class 19 contains 234961 members 
Mstep: Class 20 contains 7973 members 
Mstep: Class 21 contains 36903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592088.000000 Penalty: 57316.562500
Iteration 225Q: 18 clusters Score -8.859209e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37809 members 
Mstep: Class 3 contains 21460 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 37608 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41655 members 
Mstep: Class 12 contains 256428 members 
Mstep: Class 13 contains 31172 members 
Mstep: Class 14 contains 56707 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15202 members 
Mstep: Class 19 contains 234979 members 
Mstep: Class 20 contains 7993 members 
Mstep: Class 21 contains 36905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591984.000000 Penalty: 57316.562500
Iteration 226Q: 18 clusters Score -8.859198e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37823 members 
Mstep: Class 3 contains 21428 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41662 members 
Mstep: Class 12 contains 256399 members 
Mstep: Class 13 contains 31161 members 
Mstep: Class 14 contains 56708 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15213 members 
Mstep: Class 19 contains 235001 members 
Mstep: Class 20 contains 8008 members 
Mstep: Class 21 contains 36906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592064.000000 Penalty: 57316.562500
Iteration 227Q: 18 clusters Score -8.859206e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37840 members 
Mstep: Class 3 contains 21394 members 
Mstep: Class 4 contains 6336 members 
Mstep: Class 5 contains 37605 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 12 contains 256374 members 
Mstep: Class 13 contains 31157 members 
Mstep: Class 14 contains 56713 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15222 members 
Mstep: Class 19 contains 235013 members 
Mstep: Class 20 contains 8019 members 
Mstep: Class 21 contains 36910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592112.000000 Penalty: 57316.562500
Iteration 228Q: 18 clusters Score -8.859211e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37857 members 
Mstep: Class 3 contains 21365 members 
Mstep: Class 4 contains 6342 members 
Mstep: Class 5 contains 37600 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 256352 members 
Mstep: Class 13 contains 31153 members 
Mstep: Class 14 contains 56712 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 19 contains 235020 members 
Mstep: Class 20 contains 8034 members 
Mstep: Class 21 contains 36915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592112.000000 Penalty: 57316.562500
Iteration 229Q: 18 clusters Score -8.859211e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37873 members 
Mstep: Class 3 contains 21334 members 
Mstep: Class 4 contains 6342 members 
Mstep: Class 5 contains 37597 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 256342 members 
Mstep: Class 13 contains 31146 members 
Mstep: Class 14 contains 56711 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15248 members 
Mstep: Class 19 contains 235023 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 36925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591992.000000 Penalty: 57316.562500
Iteration 230Q: 18 clusters Score -8.859199e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37881 members 
Mstep: Class 3 contains 21310 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 37595 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41662 members 
Mstep: Class 12 contains 256338 members 
Mstep: Class 13 contains 31139 members 
Mstep: Class 14 contains 56710 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15262 members 
Mstep: Class 19 contains 235024 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 36930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591968.000000 Penalty: 57316.562500
Iteration 231Q: 18 clusters Score -8.859197e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37892 members 
Mstep: Class 3 contains 21289 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 37592 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41659 members 
Mstep: Class 12 contains 256322 members 
Mstep: Class 13 contains 31134 members 
Mstep: Class 14 contains 56709 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15276 members 
Mstep: Class 19 contains 235036 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 36937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591992.000000 Penalty: 57316.562500
Iteration 232Q: 18 clusters Score -8.859199e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37902 members 
Mstep: Class 3 contains 21267 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 37589 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13488 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 256311 members 
Mstep: Class 13 contains 31130 members 
Mstep: Class 14 contains 56706 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15294 members 
Mstep: Class 19 contains 235033 members 
Mstep: Class 20 contains 8068 members 
Mstep: Class 21 contains 36944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592008.000000 Penalty: 57316.562500
Iteration 233Q: 18 clusters Score -8.859201e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37909 members 
Mstep: Class 3 contains 21248 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 37590 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13488 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 256299 members 
Mstep: Class 13 contains 31122 members 
Mstep: Class 14 contains 56702 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15306 members 
Mstep: Class 19 contains 235042 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 36948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591976.000000 Penalty: 57316.562500
Iteration 234Q: 18 clusters Score -8.859198e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37918 members 
Mstep: Class 3 contains 21226 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 37587 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13488 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 256305 members 
Mstep: Class 13 contains 31115 members 
Mstep: Class 14 contains 56698 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15312 members 
Mstep: Class 19 contains 235043 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 36950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591976.000000 Penalty: 57316.562500
Iteration 235Q: 18 clusters Score -8.859198e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37924 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 37587 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13490 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41662 members 
Mstep: Class 12 contains 256305 members 
Mstep: Class 13 contains 31112 members 
Mstep: Class 14 contains 56694 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15320 members 
Mstep: Class 19 contains 235032 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 36952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591984.000000 Penalty: 57316.562500
Iteration 236Q: 18 clusters Score -8.859198e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37930 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 37589 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13490 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41662 members 
Mstep: Class 12 contains 256304 members 
Mstep: Class 13 contains 31108 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15329 members 
Mstep: Class 19 contains 235018 members 
Mstep: Class 20 contains 8129 members 
Mstep: Class 21 contains 36951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592064.000000 Penalty: 57316.562500
Iteration 237Q: 18 clusters Score -8.859206e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37932 members 
Mstep: Class 3 contains 21174 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 37586 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13490 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 256287 members 
Mstep: Class 13 contains 31106 members 
Mstep: Class 14 contains 56690 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15339 members 
Mstep: Class 19 contains 235020 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 36952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592056.000000 Penalty: 57316.562500
Iteration 238Q: 18 clusters Score -8.859206e+07 nChanged 159
Entering ConstructFrom: 
Score: -88592056.000000 Penalty: 57316.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -205174.843750 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -205174.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -202613.140625 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -202613.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -203099.015625 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -203099 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -203331.421875 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -203331.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -203528.437500 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -203528.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -203692.625000 Penalty: 3740.674805
	Iteration 4F: 3 clusters Score -203692.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -203800.218750 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -203800.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -203878.875000 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -203878.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203930.218750 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -203930.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -203971.468750 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -203971.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -204009.062500 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -204009.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -204038.593750 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -204038.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -204059.906250 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -204059.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -204076.765625 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -204076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -204090.421875 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -204090.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -204108.031250 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -204108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204124.265625 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -204124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -204142.984375 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -204143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204158.890625 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -204158.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -204180.734375 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -204180.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -204194.359375 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -204194.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -204201.796875 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -204201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -204213.640625 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -204213.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204226.156250 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -204226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -204237.734375 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -204237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -204238.890625 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -204238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -204240.109375 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -204240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -204240.109375 Penalty: 3740.674805
	Iteration 26F: 3 clusters Score -204240.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Entering Unmasked Estep 
Score: -4243802.500000 Penalty: 2614.781006
	Iteration 0F: 2 clusters Score -4243802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4218221.500000 Penalty: 5229.562012
	Iteration 0F: 3 clusters Score -4218222 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4227596.000000 Penalty: 5229.562012
	Iteration 1F: 3 clusters Score -4227596 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4228022.000000 Penalty: 5229.562012
	Iteration 2Q: 3 clusters Score -4228022 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4228393.500000 Penalty: 5229.562012
	Iteration 3Q: 3 clusters Score -4228394 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4228726.500000 Penalty: 5229.562012
	Iteration 4Q: 3 clusters Score -4228726 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4229132.500000 Penalty: 5229.562012
	Iteration 5Q: 3 clusters Score -4229132 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4229603.500000 Penalty: 5229.562012
	Iteration 6Q: 3 clusters Score -4229604 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4230151.000000 Penalty: 5229.562012
	Iteration 7Q: 3 clusters Score -4230151 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4230949.000000 Penalty: 5229.562012
	Iteration 8Q: 3 clusters Score -4230949 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4232096.000000 Penalty: 5229.562012
	Iteration 9Q: 3 clusters Score -4232096 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4233824.000000 Penalty: 5229.562012
	Iteration 10F: 3 clusters Score -4233824 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4236215.000000 Penalty: 5229.562012
	Iteration 11F: 3 clusters Score -4236215 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4238415.000000 Penalty: 5229.562012
	Iteration 12F: 3 clusters Score -4238415 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4239539.000000 Penalty: 5229.562012
	Iteration 13Q: 3 clusters Score -4239539 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4240022.000000 Penalty: 5229.562012
	Iteration 14Q: 3 clusters Score -4240022 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -4240275.000000 Penalty: 5229.562012
	Iteration 15Q: 3 clusters Score -4240275 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4240478.500000 Penalty: 5229.562012
	Iteration 16Q: 3 clusters Score -4240478 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4240574.500000 Penalty: 5229.562012
	Iteration 17Q: 3 clusters Score -4240574 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4240661.000000 Penalty: 5229.562012
	Iteration 18Q: 3 clusters Score -4240661 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4240712.000000 Penalty: 5229.562012
	Iteration 19Q: 3 clusters Score -4240712 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4240761.000000 Penalty: 5229.562012
	Iteration 20F: 3 clusters Score -4240761 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4240799.000000 Penalty: 5229.562012
	Iteration 21Q: 3 clusters Score -4240799 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4240863.500000 Penalty: 5229.562012
	Iteration 22Q: 3 clusters Score -4240864 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4240911.000000 Penalty: 5229.562012
	Iteration 23Q: 3 clusters Score -4240911 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4240921.500000 Penalty: 5229.562012
	Iteration 24Q: 3 clusters Score -4240922 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4240951.500000 Penalty: 5229.562012
	Iteration 25Q: 3 clusters Score -4240952 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4240983.000000 Penalty: 5229.562012
	Iteration 26Q: 3 clusters Score -4240983 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4241003.000000 Penalty: 5229.562012
	Iteration 27Q: 3 clusters Score -4241003 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -4241033.000000 Penalty: 5229.562012
	Iteration 28Q: 3 clusters Score -4241033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -4241053.000000 Penalty: 5229.562012
	Iteration 29Q: 3 clusters Score -4241053 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4241080.000000 Penalty: 5229.562012
	Iteration 30Q: 3 clusters Score -4241080 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4241110.500000 Penalty: 5229.562012
	Iteration 31Q: 3 clusters Score -4241110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4241129.000000 Penalty: 5229.562012
	Iteration 32Q: 3 clusters Score -4241129 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4241151.000000 Penalty: 5229.562012
	Iteration 33Q: 3 clusters Score -4241151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4241182.500000 Penalty: 5229.562012
	Iteration 34Q: 3 clusters Score -4241182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4241201.000000 Penalty: 5229.562012
	Iteration 35Q: 3 clusters Score -4241201 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4241215.500000 Penalty: 5229.562012
	Iteration 36Q: 3 clusters Score -4241216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4241229.000000 Penalty: 5229.562012
	Iteration 37Q: 3 clusters Score -4241229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4241229.500000 Penalty: 5229.562012
	Iteration 38Q: 3 clusters Score -4241230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4241228.000000 Penalty: 5229.562012
	Iteration 39Q: 3 clusters Score -4241228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4241258.500000 Penalty: 5229.562012
	Iteration 40F: 3 clusters Score -4241258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4241281.000000 Penalty: 5229.562012
	Iteration 41Q: 3 clusters Score -4241281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4241289.500000 Penalty: 5229.562012
	Iteration 42Q: 3 clusters Score -4241290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4241295.000000 Penalty: 5229.562012
	Iteration 43Q: 3 clusters Score -4241295 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4241314.000000 Penalty: 5229.562012
	Iteration 44Q: 3 clusters Score -4241314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4241319.000000 Penalty: 5229.562012
	Iteration 45Q: 3 clusters Score -4241319 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -4241340.500000 Penalty: 5229.562012
	Iteration 46Q: 3 clusters Score -4241340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4241349.500000 Penalty: 5229.562012
	Iteration 47Q: 3 clusters Score -4241350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4241353.000000 Penalty: 5229.562012
	Iteration 48Q: 3 clusters Score -4241353 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4241361.500000 Penalty: 5229.562012
	Iteration 49Q: 3 clusters Score -4241362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4241370.000000 Penalty: 5229.562012
	Iteration 50Q: 3 clusters Score -4241370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -4241387.000000 Penalty: 5229.562012
	Iteration 51Q: 3 clusters Score -4241387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -4241413.500000 Penalty: 5229.562012
	Iteration 52Q: 3 clusters Score -4241414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4241411.500000 Penalty: 5229.562012
	Iteration 53Q: 3 clusters Score -4241412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4241416.000000 Penalty: 5229.562012
	Iteration 54Q: 3 clusters Score -4241416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4241428.000000 Penalty: 5229.562012
	Iteration 55Q: 3 clusters Score -4241428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4241426.000000 Penalty: 5229.562012
	Iteration 56Q: 3 clusters Score -4241426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4241431.500000 Penalty: 5229.562012
	Iteration 57Q: 3 clusters Score -4241432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4241435.500000 Penalty: 5229.562012
	Iteration 58Q: 3 clusters Score -4241436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4241426.500000 Penalty: 5229.562012
	Iteration 59Q: 3 clusters Score -4241426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4241428.500000 Penalty: 5229.562012
	Iteration 60F: 3 clusters Score -4241428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4241441.000000 Penalty: 5229.562012
	Iteration 61Q: 3 clusters Score -4241441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4241439.000000 Penalty: 5229.562012
	Iteration 62Q: 3 clusters Score -4241439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -4241449.000000 Penalty: 5229.562012
	Iteration 63Q: 3 clusters Score -4241449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4241449.000000 Penalty: 5229.562012
	Iteration 64Q: 3 clusters Score -4241449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4241463.500000 Penalty: 5229.562012
	Iteration 65Q: 3 clusters Score -4241464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4241461.000000 Penalty: 5229.562012
	Iteration 66Q: 3 clusters Score -4241461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4241467.000000 Penalty: 5229.562012
	Iteration 67Q: 3 clusters Score -4241467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4241474.500000 Penalty: 5229.562012
	Iteration 68Q: 3 clusters Score -4241474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4241474.000000 Penalty: 5229.562012
	Iteration 69Q: 3 clusters Score -4241474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4241486.500000 Penalty: 5229.562012
	Iteration 70Q: 3 clusters Score -4241486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4241478.000000 Penalty: 5229.562012
	Iteration 71Q: 3 clusters Score -4241478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4241481.000000 Penalty: 5229.562012
	Iteration 72Q: 3 clusters Score -4241481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4241487.000000 Penalty: 5229.562012
	Iteration 73Q: 3 clusters Score -4241487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -4241484.000000 Penalty: 5229.562012
	Iteration 74Q: 3 clusters Score -4241484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4241472.000000 Penalty: 5229.562012
	Iteration 75Q: 3 clusters Score -4241472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -4241473.000000 Penalty: 5229.562012
	Iteration 76Q: 3 clusters Score -4241473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4241485.000000 Penalty: 5229.562012
	Iteration 77Q: 3 clusters Score -4241485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4241485.500000 Penalty: 5229.562012
	Iteration 78Q: 3 clusters Score -4241486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -4241489.500000 Penalty: 5229.562012
	Iteration 79Q: 3 clusters Score -4241490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4241482.000000 Penalty: 5229.562012
	Iteration 80F: 3 clusters Score -4241482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4241476.000000 Penalty: 5229.562012
	Iteration 81Q: 3 clusters Score -4241476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4241484.500000 Penalty: 5229.562012
	Iteration 82Q: 3 clusters Score -4241484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4241477.500000 Penalty: 5229.562012
	Iteration 83Q: 3 clusters Score -4241478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4241480.000000 Penalty: 5229.562012
	Iteration 84Q: 3 clusters Score -4241480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4241472.500000 Penalty: 5229.562012
	Iteration 85Q: 3 clusters Score -4241472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -4241473.500000 Penalty: 5229.562012
	Iteration 86Q: 3 clusters Score -4241474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4241474.000000 Penalty: 5229.562012
	Iteration 87Q: 3 clusters Score -4241474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4241478.500000 Penalty: 5229.562012
	Iteration 88Q: 3 clusters Score -4241478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4241483.000000 Penalty: 5229.562012
	Iteration 89Q: 3 clusters Score -4241483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4241483.500000 Penalty: 5229.562012
	Iteration 90Q: 3 clusters Score -4241484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4241483.000000 Penalty: 5229.562012
	Iteration 91Q: 3 clusters Score -4241483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -4241484.000000 Penalty: 5229.562012
	Iteration 92Q: 3 clusters Score -4241484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4241490.000000 Penalty: 5229.562012
	Iteration 93Q: 3 clusters Score -4241490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4241482.500000 Penalty: 5229.562012
	Iteration 94Q: 3 clusters Score -4241482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4241485.500000 Penalty: 5229.562012
	Iteration 95Q: 3 clusters Score -4241486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -4241486.000000 Penalty: 5229.562012
	Iteration 96Q: 3 clusters Score -4241486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -4241486.000000 Penalty: 5229.562012
	Iteration 97F: 3 clusters Score -4241486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Entering Unmasked Estep 
Score: -2297174.250000 Penalty: 2470.023682
	Iteration 0F: 2 clusters Score -2297174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2282417.500000 Penalty: 4940.047363
	Iteration 0F: 3 clusters Score -2282418 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2287386.500000 Penalty: 4940.047363
	Iteration 1F: 3 clusters Score -2287386 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2287796.750000 Penalty: 4940.047363
	Iteration 2F: 3 clusters Score -2287797 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2288141.750000 Penalty: 4940.047363
	Iteration 3Q: 3 clusters Score -2288142 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2288450.250000 Penalty: 4940.047363
	Iteration 4Q: 3 clusters Score -2288450 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2288715.750000 Penalty: 4940.047363
	Iteration 5Q: 3 clusters Score -2288716 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2288991.750000 Penalty: 4940.047363
	Iteration 6Q: 3 clusters Score -2288992 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2289406.500000 Penalty: 4940.047363
	Iteration 7Q: 3 clusters Score -2289406 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2289971.250000 Penalty: 4940.047363
	Iteration 8Q: 3 clusters Score -2289971 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2290795.750000 Penalty: 4940.047363
	Iteration 9F: 3 clusters Score -2290796 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2291859.500000 Penalty: 4940.047363
	Iteration 10F: 3 clusters Score -2291860 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2293063.250000 Penalty: 4940.047363
	Iteration 11F: 3 clusters Score -2293063 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2294103.250000 Penalty: 4940.047363
	Iteration 12F: 3 clusters Score -2294103 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2294779.250000 Penalty: 4940.047363
	Iteration 13Q: 3 clusters Score -2294779 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2295189.750000 Penalty: 4940.047363
	Iteration 14Q: 3 clusters Score -2295190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2295441.250000 Penalty: 4940.047363
	Iteration 15Q: 3 clusters Score -2295441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2295574.750000 Penalty: 4940.047363
	Iteration 16Q: 3 clusters Score -2295575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2295660.500000 Penalty: 4940.047363
	Iteration 17Q: 3 clusters Score -2295660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2295726.250000 Penalty: 4940.047363
	Iteration 18Q: 3 clusters Score -2295726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2295752.000000 Penalty: 4940.047363
	Iteration 19Q: 3 clusters Score -2295752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2295774.750000 Penalty: 4940.047363
	Iteration 20F: 3 clusters Score -2295775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2295789.000000 Penalty: 4940.047363
	Iteration 21Q: 3 clusters Score -2295789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2295798.750000 Penalty: 4940.047363
	Iteration 22Q: 3 clusters Score -2295799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2295805.750000 Penalty: 4940.047363
	Iteration 23Q: 3 clusters Score -2295806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2295805.750000 Penalty: 4940.047363
	Iteration 24Q: 3 clusters Score -2295806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2295807.000000 Penalty: 4940.047363
	Iteration 25Q: 3 clusters Score -2295807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2295807.000000 Penalty: 4940.047363
	Iteration 26F: 3 clusters Score -2295807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -653479.937500 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -653479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -648127.125000 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -648127.1 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -649641.562500 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -649641.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -649934.875000 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -649934.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -650114.812500 Penalty: 4342.220215
	Iteration 3F: 3 clusters Score -650114.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -650243.875000 Penalty: 4342.220215
	Iteration 4Q: 3 clusters Score -650243.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -650343.750000 Penalty: 4342.220215
	Iteration 5Q: 3 clusters Score -650343.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -650436.562500 Penalty: 4342.220215
	Iteration 6Q: 3 clusters Score -650436.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -650515.750000 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -650515.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -650572.250000 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -650572.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -650620.312500 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -650620.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -650666.125000 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -650666.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -650706.750000 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -650706.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -650741.437500 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -650741.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -650777.562500 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -650777.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -650805.312500 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -650805.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -650842.437500 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -650842.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -650880.750000 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -650880.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -650917.062500 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -650917.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -650963.625000 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -650963.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -651010.937500 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -651010.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -651062.187500 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -651062.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -651123.687500 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -651123.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -651186.562500 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -651186.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -651242.000000 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -651242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -651294.125000 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -651294.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -651354.437500 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -651354.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -651419.375000 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -651419.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -651490.875000 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -651490.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -651547.250000 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -651547.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -651599.000000 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -651599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -651639.312500 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -651639.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -651674.562500 Penalty: 4342.220215
	Iteration 31Q: 3 clusters Score -651674.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -651709.062500 Penalty: 4342.220215
	Iteration 32Q: 3 clusters Score -651709.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -651733.625000 Penalty: 4342.220215
	Iteration 33Q: 3 clusters Score -651733.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -651759.812500 Penalty: 4342.220215
	Iteration 34Q: 3 clusters Score -651759.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -651783.375000 Penalty: 4342.220215
	Iteration 35Q: 3 clusters Score -651783.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -651796.250000 Penalty: 4342.220215
	Iteration 36Q: 3 clusters Score -651796.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -651812.625000 Penalty: 4342.220215
	Iteration 37Q: 3 clusters Score -651812.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -651826.500000 Penalty: 4342.220215
	Iteration 38Q: 3 clusters Score -651826.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -651838.687500 Penalty: 4342.220215
	Iteration 39Q: 3 clusters Score -651838.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -651850.250000 Penalty: 4342.220215
	Iteration 40F: 3 clusters Score -651850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -651859.375000 Penalty: 4342.220215
	Iteration 41Q: 3 clusters Score -651859.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -651867.875000 Penalty: 4342.220215
	Iteration 42Q: 3 clusters Score -651867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -651873.437500 Penalty: 4342.220215
	Iteration 43Q: 3 clusters Score -651873.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -651878.812500 Penalty: 4342.220215
	Iteration 44Q: 3 clusters Score -651878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -651886.625000 Penalty: 4342.220215
	Iteration 45Q: 3 clusters Score -651886.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -651900.625000 Penalty: 4342.220215
	Iteration 46Q: 3 clusters Score -651900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -651905.187500 Penalty: 4342.220215
	Iteration 47Q: 3 clusters Score -651905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -651910.625000 Penalty: 4342.220215
	Iteration 48Q: 3 clusters Score -651910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -651917.312500 Penalty: 4342.220215
	Iteration 49Q: 3 clusters Score -651917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -651921.250000 Penalty: 4342.220215
	Iteration 50Q: 3 clusters Score -651921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -651925.187500 Penalty: 4342.220215
	Iteration 51Q: 3 clusters Score -651925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -651928.875000 Penalty: 4342.220215
	Iteration 52Q: 3 clusters Score -651928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -651933.125000 Penalty: 4342.220215
	Iteration 53Q: 3 clusters Score -651933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -651935.750000 Penalty: 4342.220215
	Iteration 54Q: 3 clusters Score -651935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -651938.812500 Penalty: 4342.220215
	Iteration 55Q: 3 clusters Score -651938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -651943.187500 Penalty: 4342.220215
	Iteration 56Q: 3 clusters Score -651943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -651944.687500 Penalty: 4342.220215
	Iteration 57Q: 3 clusters Score -651944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -651947.937500 Penalty: 4342.220215
	Iteration 58Q: 3 clusters Score -651947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -651950.250000 Penalty: 4342.220215
	Iteration 59Q: 3 clusters Score -651950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -651950.187500 Penalty: 4342.220215
	Iteration 60F: 3 clusters Score -651950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Entering Unmasked Estep 
Score: -4278588.500000 Penalty: 2612.527832
	Iteration 0F: 2 clusters Score -4278588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4253031.500000 Penalty: 5225.055664
	Iteration 0F: 3 clusters Score -4253032 nChanged 17141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -4262400.000000 Penalty: 5225.055664
	Iteration 1F: 3 clusters Score -4262400 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -4262791.000000 Penalty: 5225.055664
	Iteration 2Q: 3 clusters Score -4262791 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4263189.000000 Penalty: 5225.055664
	Iteration 3Q: 3 clusters Score -4263189 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4263575.500000 Penalty: 5225.055664
	Iteration 4Q: 3 clusters Score -4263576 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4264013.000000 Penalty: 5225.055664
	Iteration 5Q: 3 clusters Score -4264013 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -4264530.500000 Penalty: 5225.055664
	Iteration 6Q: 3 clusters Score -4264530 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4265200.500000 Penalty: 5225.055664
	Iteration 7Q: 3 clusters Score -4265200 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -4266130.500000 Penalty: 5225.055664
	Iteration 8Q: 3 clusters Score -4266130 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -4267404.500000 Penalty: 5225.055664
	Iteration 9F: 3 clusters Score -4267404 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4269099.000000 Penalty: 5225.055664
	Iteration 10F: 3 clusters Score -4269099 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4271139.500000 Penalty: 5225.055664
	Iteration 11F: 3 clusters Score -4271140 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4272993.500000 Penalty: 5225.055664
	Iteration 12F: 3 clusters Score -4272994 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4274320.500000 Penalty: 5225.055664
	Iteration 13Q: 3 clusters Score -4274320 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4275185.000000 Penalty: 5225.055664
	Iteration 14Q: 3 clusters Score -4275185 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4275661.000000 Penalty: 5225.055664
	Iteration 15Q: 3 clusters Score -4275661 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4275942.000000 Penalty: 5225.055664
	Iteration 16Q: 3 clusters Score -4275942 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4276102.000000 Penalty: 5225.055664
	Iteration 17Q: 3 clusters Score -4276102 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4276214.000000 Penalty: 5225.055664
	Iteration 18Q: 3 clusters Score -4276214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4276299.500000 Penalty: 5225.055664
	Iteration 19Q: 3 clusters Score -4276300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4276372.000000 Penalty: 5225.055664
	Iteration 20F: 3 clusters Score -4276372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4276440.000000 Penalty: 5225.055664
	Iteration 21Q: 3 clusters Score -4276440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4276482.500000 Penalty: 5225.055664
	Iteration 22Q: 3 clusters Score -4276482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4276501.500000 Penalty: 5225.055664
	Iteration 23Q: 3 clusters Score -4276502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4276535.000000 Penalty: 5225.055664
	Iteration 24Q: 3 clusters Score -4276535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4276546.500000 Penalty: 5225.055664
	Iteration 25Q: 3 clusters Score -4276546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4276561.500000 Penalty: 5225.055664
	Iteration 26Q: 3 clusters Score -4276562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -4276578.500000 Penalty: 5225.055664
	Iteration 27Q: 3 clusters Score -4276578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4276589.500000 Penalty: 5225.055664
	Iteration 28Q: 3 clusters Score -4276590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4276608.500000 Penalty: 5225.055664
	Iteration 29Q: 3 clusters Score -4276608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -4276611.500000 Penalty: 5225.055664
	Iteration 30Q: 3 clusters Score -4276612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -4276613.500000 Penalty: 5225.055664
	Iteration 31Q: 3 clusters Score -4276614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4276624.500000 Penalty: 5225.055664
	Iteration 32Q: 3 clusters Score -4276624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4276613.500000 Penalty: 5225.055664
	Iteration 33Q: 3 clusters Score -4276614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -4276615.500000 Penalty: 5225.055664
	Iteration 34Q: 3 clusters Score -4276616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4276628.000000 Penalty: 5225.055664
	Iteration 35Q: 3 clusters Score -4276628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4276624.500000 Penalty: 5225.055664
	Iteration 36Q: 3 clusters Score -4276624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -4276624.000000 Penalty: 5225.055664
	Iteration 37Q: 3 clusters Score -4276624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4276623.500000 Penalty: 5225.055664
	Iteration 38Q: 3 clusters Score -4276624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4276631.000000 Penalty: 5225.055664
	Iteration 39Q: 3 clusters Score -4276631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -4276632.500000 Penalty: 5225.055664
	Iteration 40F: 3 clusters Score -4276632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4276640.000000 Penalty: 5225.055664
	Iteration 41Q: 3 clusters Score -4276640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -4276641.000000 Penalty: 5225.055664
	Iteration 42Q: 3 clusters Score -4276641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4276644.000000 Penalty: 5225.055664
	Iteration 43Q: 3 clusters Score -4276644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4276641.000000 Penalty: 5225.055664
	Iteration 44Q: 3 clusters Score -4276641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4276642.500000 Penalty: 5225.055664
	Iteration 45Q: 3 clusters Score -4276642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -4276642.000000 Penalty: 5225.055664
	Iteration 46Q: 3 clusters Score -4276642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4276644.500000 Penalty: 5225.055664
	Iteration 47Q: 3 clusters Score -4276644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4276644.000000 Penalty: 5225.055664
	Iteration 48Q: 3 clusters Score -4276644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4276644.500000 Penalty: 5225.055664
	Iteration 49Q: 3 clusters Score -4276644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4276647.000000 Penalty: 5225.055664
	Iteration 50Q: 3 clusters Score -4276647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4276644.000000 Penalty: 5225.055664
	Iteration 51Q: 3 clusters Score -4276644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4276644.000000 Penalty: 5225.055664
	Iteration 52F: 3 clusters Score -4276644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -50130.105469 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -50130.11 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 262 members 
Entering Unmasked Estep 
Score: -48630.128906 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -48630.13 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48853.519531 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -48853.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48907.582031 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -48907.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48923.531250 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -48923.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48958.925781 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -48958.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49016.109375 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -49016.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49031.058594 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -49031.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49041.773438 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -49041.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49046.914062 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -49046.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49049.367188 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -49049.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49049.367188 Penalty: 3107.589355
	Iteration 10F: 3 clusters Score -49049.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Entering Unmasked Estep 
Score: -1527646.375000 Penalty: 2358.406494
	Iteration 0F: 2 clusters Score -1527646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1517799.750000 Penalty: 4716.812988
	Iteration 0F: 3 clusters Score -1517800 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1520819.625000 Penalty: 4716.812988
	Iteration 1F: 3 clusters Score -1520820 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1521115.375000 Penalty: 4716.812988
	Iteration 2F: 3 clusters Score -1521115 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1521349.375000 Penalty: 4716.812988
	Iteration 3Q: 3 clusters Score -1521349 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1521571.000000 Penalty: 4716.812988
	Iteration 4Q: 3 clusters Score -1521571 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1521809.125000 Penalty: 4716.812988
	Iteration 5Q: 3 clusters Score -1521809 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1522116.625000 Penalty: 4716.812988
	Iteration 6Q: 3 clusters Score -1522117 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1522569.750000 Penalty: 4716.812988
	Iteration 7Q: 3 clusters Score -1522570 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1523253.250000 Penalty: 4716.812988
	Iteration 8F: 3 clusters Score -1523253 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1524097.500000 Penalty: 4716.812988
	Iteration 9F: 3 clusters Score -1524098 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1524895.500000 Penalty: 4716.812988
	Iteration 10F: 3 clusters Score -1524896 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1525437.625000 Penalty: 4716.812988
	Iteration 11Q: 3 clusters Score -1525438 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1525754.875000 Penalty: 4716.812988
	Iteration 12Q: 3 clusters Score -1525755 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1525963.250000 Penalty: 4716.812988
	Iteration 13Q: 3 clusters Score -1525963 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1526116.125000 Penalty: 4716.812988
	Iteration 14Q: 3 clusters Score -1526116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1526231.875000 Penalty: 4716.812988
	Iteration 15Q: 3 clusters Score -1526232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1526303.125000 Penalty: 4716.812988
	Iteration 16Q: 3 clusters Score -1526303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1526359.500000 Penalty: 4716.812988
	Iteration 17Q: 3 clusters Score -1526360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1526400.000000 Penalty: 4716.812988
	Iteration 18Q: 3 clusters Score -1526400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1526426.500000 Penalty: 4716.812988
	Iteration 19Q: 3 clusters Score -1526426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1526448.625000 Penalty: 4716.812988
	Iteration 20F: 3 clusters Score -1526449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1526457.500000 Penalty: 4716.812988
	Iteration 21Q: 3 clusters Score -1526458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1526471.125000 Penalty: 4716.812988
	Iteration 22Q: 3 clusters Score -1526471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1526481.250000 Penalty: 4716.812988
	Iteration 23Q: 3 clusters Score -1526481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1526492.000000 Penalty: 4716.812988
	Iteration 24Q: 3 clusters Score -1526492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1526501.875000 Penalty: 4716.812988
	Iteration 25Q: 3 clusters Score -1526502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1526508.375000 Penalty: 4716.812988
	Iteration 26Q: 3 clusters Score -1526508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1526513.500000 Penalty: 4716.812988
	Iteration 27Q: 3 clusters Score -1526514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1526522.500000 Penalty: 4716.812988
	Iteration 28Q: 3 clusters Score -1526522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1526530.375000 Penalty: 4716.812988
	Iteration 29Q: 3 clusters Score -1526530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1526531.625000 Penalty: 4716.812988
	Iteration 30Q: 3 clusters Score -1526532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1526534.875000 Penalty: 4716.812988
	Iteration 31Q: 3 clusters Score -1526535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1526533.875000 Penalty: 4716.812988
	Iteration 32Q: 3 clusters Score -1526534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1526533.500000 Penalty: 4716.812988
	Iteration 33Q: 3 clusters Score -1526534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1526533.750000 Penalty: 4716.812988
	Iteration 34Q: 3 clusters Score -1526534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1526533.625000 Penalty: 4716.812988
	Iteration 35Q: 3 clusters Score -1526534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1526533.625000 Penalty: 4716.812988
	Iteration 36F: 3 clusters Score -1526534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102839.570312 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -102839.6 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 525 members 
Entering Unmasked Estep 
Score: -100923.664062 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -100923.7 nChanged 244
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: -101201.273438 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -101201.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101268.429688 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -101268.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101292.929688 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -101292.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101309.843750 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -101309.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101325.429688 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -101325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101337.750000 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -101337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101345.015625 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -101345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101349.210938 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -101349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101349.679688 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -101349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101352.132812 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -101352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101354.203125 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -101354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101354.203125 Penalty: 3423.760498
	Iteration 12F: 3 clusters Score -101354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Entering Unmasked Estep 
Score: -4710301.500000 Penalty: 2638.073486
	Iteration 0F: 2 clusters Score -4710302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4682232.500000 Penalty: 5276.146973
	Iteration 0F: 3 clusters Score -4682232 nChanged 19045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4692742.000000 Penalty: 5276.146973
	Iteration 1F: 3 clusters Score -4692742 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4693381.000000 Penalty: 5276.146973
	Iteration 2Q: 3 clusters Score -4693381 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4694188.000000 Penalty: 5276.146973
	Iteration 3Q: 3 clusters Score -4694188 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4695199.000000 Penalty: 5276.146973
	Iteration 4F: 3 clusters Score -4695199 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -4696615.500000 Penalty: 5276.146973
	Iteration 5F: 3 clusters Score -4696616 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -4698517.000000 Penalty: 5276.146973
	Iteration 6F: 3 clusters Score -4698517 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4700908.000000 Penalty: 5276.146973
	Iteration 7F: 3 clusters Score -4700908 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4703298.500000 Penalty: 5276.146973
	Iteration 8F: 3 clusters Score -4703298 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4705241.000000 Penalty: 5276.146973
	Iteration 9F: 3 clusters Score -4705241 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4706494.000000 Penalty: 5276.146973
	Iteration 10Q: 3 clusters Score -4706494 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4707440.500000 Penalty: 5276.146973
	Iteration 11Q: 3 clusters Score -4707440 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4708048.500000 Penalty: 5276.146973
	Iteration 12Q: 3 clusters Score -4708048 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4708275.500000 Penalty: 5276.146973
	Iteration 13Q: 3 clusters Score -4708276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4708397.000000 Penalty: 5276.146973
	Iteration 14Q: 3 clusters Score -4708397 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4708450.000000 Penalty: 5276.146973
	Iteration 15Q: 3 clusters Score -4708450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4708476.000000 Penalty: 5276.146973
	Iteration 16Q: 3 clusters Score -4708476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4708486.000000 Penalty: 5276.146973
	Iteration 17Q: 3 clusters Score -4708486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4708498.000000 Penalty: 5276.146973
	Iteration 18Q: 3 clusters Score -4708498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4708510.500000 Penalty: 5276.146973
	Iteration 19Q: 3 clusters Score -4708510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4708514.000000 Penalty: 5276.146973
	Iteration 20F: 3 clusters Score -4708514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4708519.500000 Penalty: 5276.146973
	Iteration 21Q: 3 clusters Score -4708520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4708526.500000 Penalty: 5276.146973
	Iteration 22Q: 3 clusters Score -4708526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4708535.000000 Penalty: 5276.146973
	Iteration 23Q: 3 clusters Score -4708535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4708539.000000 Penalty: 5276.146973
	Iteration 24Q: 3 clusters Score -4708539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4708540.500000 Penalty: 5276.146973
	Iteration 25Q: 3 clusters Score -4708540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4708547.500000 Penalty: 5276.146973
	Iteration 26Q: 3 clusters Score -4708548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4708546.000000 Penalty: 5276.146973
	Iteration 27Q: 3 clusters Score -4708546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4708541.000000 Penalty: 5276.146973
	Iteration 28Q: 3 clusters Score -4708541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4708546.000000 Penalty: 5276.146973
	Iteration 29Q: 3 clusters Score -4708546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4708553.000000 Penalty: 5276.146973
	Iteration 30Q: 3 clusters Score -4708553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4708553.000000 Penalty: 5276.146973
	Iteration 31Q: 3 clusters Score -4708553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4708550.000000 Penalty: 5276.146973
	Iteration 32Q: 3 clusters Score -4708550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4708552.000000 Penalty: 5276.146973
	Iteration 33Q: 3 clusters Score -4708552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4708557.000000 Penalty: 5276.146973
	Iteration 34Q: 3 clusters Score -4708557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4708555.500000 Penalty: 5276.146973
	Iteration 35Q: 3 clusters Score -4708556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4708554.500000 Penalty: 5276.146973
	Iteration 36Q: 3 clusters Score -4708554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4708560.500000 Penalty: 5276.146973
	Iteration 37Q: 3 clusters Score -4708560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4708560.500000 Penalty: 5276.146973
	Iteration 38F: 3 clusters Score -4708560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (256276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256276 members 
Entering Unmasked Estep 
Score: -28889700.000000 Penalty: 3088.594482
	Iteration 0F: 2 clusters Score -2.88897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -28733950.000000 Penalty: 6177.188965
	Iteration 0F: 3 clusters Score -2.873395e+07 nChanged 124025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -28807102.000000 Penalty: 6177.188965
	Iteration 1F: 3 clusters Score -2.88071e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -28809496.000000 Penalty: 6177.188965
	Iteration 2Q: 3 clusters Score -2.88095e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 157220 members 
Entering Unmasked Estep 
Score: -28814202.000000 Penalty: 6177.188965
	Iteration 3Q: 3 clusters Score -2.88142e+07 nChanged 15767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 172737 members 
Entering Unmasked Estep 
Score: -28822960.000000 Penalty: 6177.188965
	Iteration 4F: 3 clusters Score -2.882296e+07 nChanged 21116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 193805 members 
Entering Unmasked Estep 
Score: -28839142.000000 Penalty: 6177.188965
	Iteration 5F: 3 clusters Score -2.883914e+07 nChanged 24175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 217976 members 
Entering Unmasked Estep 
Score: -28861964.000000 Penalty: 6177.188965
	Iteration 6F: 3 clusters Score -2.886196e+07 nChanged 21411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 239387 members 
Entering Unmasked Estep 
Score: -28877432.000000 Penalty: 6177.188965
	Iteration 7F: 3 clusters Score -2.887743e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 250941 members 
Entering Unmasked Estep 
Score: -28884086.000000 Penalty: 6177.188965
	Iteration 8Q: 3 clusters Score -2.888409e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 254833 members 
Entering Unmasked Estep 
Score: -28885846.000000 Penalty: 6177.188965
	Iteration 9Q: 3 clusters Score -2.888585e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 255785 members 
Entering Unmasked Estep 
Score: -28886500.000000 Penalty: 6177.188965
	Iteration 10Q: 3 clusters Score -2.88865e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 256000 members 
Entering Unmasked Estep 
Score: -28886712.000000 Penalty: 6177.188965
	Iteration 11Q: 3 clusters Score -2.888671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256045 members 
Entering Unmasked Estep 
Score: -28886802.000000 Penalty: 6177.188965
	Iteration 12Q: 3 clusters Score -2.88868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256059 members 
Entering Unmasked Estep 
Score: -28886836.000000 Penalty: 6177.188965
	Iteration 13Q: 3 clusters Score -2.888684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 256071 members 
Entering Unmasked Estep 
Score: -28886848.000000 Penalty: 6177.188965
	Iteration 14Q: 3 clusters Score -2.888685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 256074 members 
Entering Unmasked Estep 
Score: -28886850.000000 Penalty: 6177.188965
	Iteration 15Q: 3 clusters Score -2.888685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 256075 members 
Entering Unmasked Estep 
Score: -28886852.000000 Penalty: 6177.188965
	Iteration 16Q: 3 clusters Score -2.888685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 256076 members 
Entering Unmasked Estep 
Score: -28886852.000000 Penalty: 6177.188965
	Iteration 17Q: 3 clusters Score -2.888685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256078 members 
Entering Unmasked Estep 
Score: -28886852.000000 Penalty: 6177.188965
	Iteration 18Q: 3 clusters Score -2.888685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 256079 members 
Entering Unmasked Estep 
Score: -28886864.000000 Penalty: 6177.188965
	Iteration 19Q: 3 clusters Score -2.888686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 256080 members 
Entering Unmasked Estep 
Score: -28886850.000000 Penalty: 6177.188965
	Iteration 20F: 3 clusters Score -2.888685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 256079 members 
Entering Unmasked Estep 
Score: -28886872.000000 Penalty: 6177.188965
	Iteration 21Q: 3 clusters Score -2.888687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 256080 members 
Entering Unmasked Estep 
Score: -28886868.000000 Penalty: 6177.188965
	Iteration 22Q: 3 clusters Score -2.888687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 256079 members 
Entering Unmasked Estep 
Score: -28886876.000000 Penalty: 6177.188965
	Iteration 23Q: 3 clusters Score -2.888688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 256079 members 
Entering Unmasked Estep 
Score: -28886876.000000 Penalty: 6177.188965
	Iteration 24F: 3 clusters Score -2.888688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Entering Unmasked Estep 
Score: -3544377.000000 Penalty: 2565.550781
	Iteration 0F: 2 clusters Score -3544377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3523077.500000 Penalty: 5131.101562
	Iteration 0F: 3 clusters Score -3523078 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3530756.500000 Penalty: 5131.101562
	Iteration 1F: 3 clusters Score -3530756 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3531342.500000 Penalty: 5131.101562
	Iteration 2Q: 3 clusters Score -3531342 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3532169.750000 Penalty: 5131.101562
	Iteration 3F: 3 clusters Score -3532170 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3533322.750000 Penalty: 5131.101562
	Iteration 4F: 3 clusters Score -3533323 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3535095.000000 Penalty: 5131.101562
	Iteration 5F: 3 clusters Score -3535095 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3537385.250000 Penalty: 5131.101562
	Iteration 6F: 3 clusters Score -3537385 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3539507.500000 Penalty: 5131.101562
	Iteration 7F: 3 clusters Score -3539508 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3540916.750000 Penalty: 5131.101562
	Iteration 8Q: 3 clusters Score -3540917 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3541719.750000 Penalty: 5131.101562
	Iteration 9Q: 3 clusters Score -3541720 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3542072.250000 Penalty: 5131.101562
	Iteration 10Q: 3 clusters Score -3542072 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3542236.250000 Penalty: 5131.101562
	Iteration 11Q: 3 clusters Score -3542236 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3542312.500000 Penalty: 5131.101562
	Iteration 12Q: 3 clusters Score -3542312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3542384.750000 Penalty: 5131.101562
	Iteration 13Q: 3 clusters Score -3542385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3542421.250000 Penalty: 5131.101562
	Iteration 14Q: 3 clusters Score -3542421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3542442.500000 Penalty: 5131.101562
	Iteration 15Q: 3 clusters Score -3542442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3542450.750000 Penalty: 5131.101562
	Iteration 16Q: 3 clusters Score -3542451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3542462.000000 Penalty: 5131.101562
	Iteration 17Q: 3 clusters Score -3542462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3542471.000000 Penalty: 5131.101562
	Iteration 18Q: 3 clusters Score -3542471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3542478.250000 Penalty: 5131.101562
	Iteration 19Q: 3 clusters Score -3542478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3542479.750000 Penalty: 5131.101562
	Iteration 20F: 3 clusters Score -3542480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3542487.500000 Penalty: 5131.101562
	Iteration 21Q: 3 clusters Score -3542488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3542488.000000 Penalty: 5131.101562
	Iteration 22Q: 3 clusters Score -3542488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3542496.500000 Penalty: 5131.101562
	Iteration 23Q: 3 clusters Score -3542496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -3542498.000000 Penalty: 5131.101562
	Iteration 24Q: 3 clusters Score -3542498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3542499.750000 Penalty: 5131.101562
	Iteration 25Q: 3 clusters Score -3542500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3542495.250000 Penalty: 5131.101562
	Iteration 26Q: 3 clusters Score -3542495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3542506.500000 Penalty: 5131.101562
	Iteration 27Q: 3 clusters Score -3542506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3542502.750000 Penalty: 5131.101562
	Iteration 28Q: 3 clusters Score -3542503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3542510.750000 Penalty: 5131.101562
	Iteration 29Q: 3 clusters Score -3542511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3542511.500000 Penalty: 5131.101562
	Iteration 30Q: 3 clusters Score -3542512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3542510.000000 Penalty: 5131.101562
	Iteration 31Q: 3 clusters Score -3542510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3542508.250000 Penalty: 5131.101562
	Iteration 32Q: 3 clusters Score -3542508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3542508.250000 Penalty: 5131.101562
	Iteration 33Q: 3 clusters Score -3542508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3542508.250000 Penalty: 5131.101562
	Iteration 34F: 3 clusters Score -3542508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Entering Unmasked Estep 
Score: -6422826.000000 Penalty: 2714.430176
	Iteration 0F: 2 clusters Score -6422826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -6384553.000000 Penalty: 5428.860352
	Iteration 0F: 3 clusters Score -6384553 nChanged 26450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6399361.000000 Penalty: 5428.860352
	Iteration 1F: 3 clusters Score -6399361 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -6399974.000000 Penalty: 5428.860352
	Iteration 2Q: 3 clusters Score -6399974 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -6400494.000000 Penalty: 5428.860352
	Iteration 3Q: 3 clusters Score -6400494 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6401021.000000 Penalty: 5428.860352
	Iteration 4Q: 3 clusters Score -6401021 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -6401733.500000 Penalty: 5428.860352
	Iteration 5Q: 3 clusters Score -6401734 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6402732.000000 Penalty: 5428.860352
	Iteration 6Q: 3 clusters Score -6402732 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -6404327.000000 Penalty: 5428.860352
	Iteration 7F: 3 clusters Score -6404327 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -6406683.000000 Penalty: 5428.860352
	Iteration 8F: 3 clusters Score -6406683 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -6409890.500000 Penalty: 5428.860352
	Iteration 9F: 3 clusters Score -6409890 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -6413443.000000 Penalty: 5428.860352
	Iteration 10F: 3 clusters Score -6413443 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -6416445.000000 Penalty: 5428.860352
	Iteration 11F: 3 clusters Score -6416445 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -6418295.000000 Penalty: 5428.860352
	Iteration 12Q: 3 clusters Score -6418295 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -6419269.500000 Penalty: 5428.860352
	Iteration 13Q: 3 clusters Score -6419270 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -6419730.500000 Penalty: 5428.860352
	Iteration 14Q: 3 clusters Score -6419730 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -6419986.500000 Penalty: 5428.860352
	Iteration 15Q: 3 clusters Score -6419986 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -6420106.000000 Penalty: 5428.860352
	Iteration 16Q: 3 clusters Score -6420106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -6420188.000000 Penalty: 5428.860352
	Iteration 17Q: 3 clusters Score -6420188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -6420253.500000 Penalty: 5428.860352
	Iteration 18Q: 3 clusters Score -6420254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -6420284.500000 Penalty: 5428.860352
	Iteration 19Q: 3 clusters Score -6420284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -6420309.000000 Penalty: 5428.860352
	Iteration 20F: 3 clusters Score -6420309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -6420325.000000 Penalty: 5428.860352
	Iteration 21Q: 3 clusters Score -6420325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -6420365.500000 Penalty: 5428.860352
	Iteration 22Q: 3 clusters Score -6420366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -6420394.500000 Penalty: 5428.860352
	Iteration 23Q: 3 clusters Score -6420394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -6420414.000000 Penalty: 5428.860352
	Iteration 24Q: 3 clusters Score -6420414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -6420418.500000 Penalty: 5428.860352
	Iteration 25Q: 3 clusters Score -6420418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -6420430.500000 Penalty: 5428.860352
	Iteration 26Q: 3 clusters Score -6420430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -6420443.500000 Penalty: 5428.860352
	Iteration 27Q: 3 clusters Score -6420444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -6420450.000000 Penalty: 5428.860352
	Iteration 28Q: 3 clusters Score -6420450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -6420450.000000 Penalty: 5428.860352
	Iteration 29Q: 3 clusters Score -6420450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -6420450.000000 Penalty: 5428.860352
	Iteration 30Q: 3 clusters Score -6420450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -6420458.500000 Penalty: 5428.860352
	Iteration 31Q: 3 clusters Score -6420458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -6420463.000000 Penalty: 5428.860352
	Iteration 32Q: 3 clusters Score -6420463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -6420457.500000 Penalty: 5428.860352
	Iteration 33Q: 3 clusters Score -6420458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -6420460.000000 Penalty: 5428.860352
	Iteration 34Q: 3 clusters Score -6420460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -6420459.500000 Penalty: 5428.860352
	Iteration 35Q: 3 clusters Score -6420460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -6420459.500000 Penalty: 5428.860352
	Iteration 36Q: 3 clusters Score -6420460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -6420457.500000 Penalty: 5428.860352
	Iteration 37Q: 3 clusters Score -6420458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -6420457.000000 Penalty: 5428.860352
	Iteration 38Q: 3 clusters Score -6420457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -6420461.500000 Penalty: 5428.860352
	Iteration 39Q: 3 clusters Score -6420462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -6420462.000000 Penalty: 5428.860352
	Iteration 40F: 3 clusters Score -6420462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -6420461.500000 Penalty: 5428.860352
	Iteration 41Q: 3 clusters Score -6420462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -6420461.500000 Penalty: 5428.860352
	Iteration 42F: 3 clusters Score -6420462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -102095.554688 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -102095.6 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 477 members 
Entering Unmasked Estep 
Score: -100195.789062 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -100195.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100514.078125 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -100514.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100612.898438 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -100612.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100665.710938 Penalty: 3410.627197
	Iteration 3Q: 3 clusters Score -100665.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100726.445312 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -100726.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100789.914062 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -100789.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100896.187500 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -100896.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101009.367188 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -101009.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101173.031250 Penalty: 3410.627197
	Iteration 8F: 3 clusters Score -101173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101518.531250 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -101518.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101782.273438 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -101782.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101874.726562 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -101874.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101950.359375 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -101950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -102013.437500 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -102013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -102050.484375 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -102050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102070.460938 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -102070.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -102095.453125 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -102095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -102112.851562 Penalty: 3410.627197
	Iteration 17Q: 3 clusters Score -102112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102118.984375 Penalty: 3410.627197
	Iteration 18Q: 3 clusters Score -102119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102118.984375 Penalty: 3410.627197
	Iteration 19F: 3 clusters Score -102119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37929 members 
Mstep: Class 3 contains 21158 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 37586 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13490 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 256276 members 
Mstep: Class 13 contains 31100 members 
Mstep: Class 14 contains 56686 members 
Mstep: Class 16 contains 322 members 
Mstep: Class 17 contains 15360 members 
Mstep: Class 19 contains 235010 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 21 contains 36954 members 
Entering Unmasked Estep 
Score: -88590448.000000 Penalty: 60688.125000
Splitting cluster 16 changes total score from -88592056.000000 to -88590448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Entering Unmasked Estep 
Score: -1749160.750000 Penalty: 2390.601318
	Iteration 0F: 2 clusters Score -1749161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1738084.000000 Penalty: 4781.202637
	Iteration 0F: 3 clusters Score -1738084 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1741573.125000 Penalty: 4781.202637
	Iteration 1F: 3 clusters Score -1741573 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1742039.625000 Penalty: 4781.202637
	Iteration 2F: 3 clusters Score -1742040 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1742605.000000 Penalty: 4781.202637
	Iteration 3F: 3 clusters Score -1742605 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1743188.750000 Penalty: 4781.202637
	Iteration 4F: 3 clusters Score -1743189 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1743822.750000 Penalty: 4781.202637
	Iteration 5F: 3 clusters Score -1743823 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1744514.625000 Penalty: 4781.202637
	Iteration 6F: 3 clusters Score -1744515 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1745183.500000 Penalty: 4781.202637
	Iteration 7F: 3 clusters Score -1745184 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1745796.750000 Penalty: 4781.202637
	Iteration 8F: 3 clusters Score -1745797 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1746226.125000 Penalty: 4781.202637
	Iteration 9Q: 3 clusters Score -1746226 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1746552.750000 Penalty: 4781.202637
	Iteration 10Q: 3 clusters Score -1746553 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1746801.000000 Penalty: 4781.202637
	Iteration 11Q: 3 clusters Score -1746801 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1746991.500000 Penalty: 4781.202637
	Iteration 12Q: 3 clusters Score -1746992 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1747144.750000 Penalty: 4781.202637
	Iteration 13Q: 3 clusters Score -1747145 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1747252.625000 Penalty: 4781.202637
	Iteration 14Q: 3 clusters Score -1747253 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1747356.875000 Penalty: 4781.202637
	Iteration 15Q: 3 clusters Score -1747357 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1747429.125000 Penalty: 4781.202637
	Iteration 16Q: 3 clusters Score -1747429 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1747507.250000 Penalty: 4781.202637
	Iteration 17Q: 3 clusters Score -1747507 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1747573.250000 Penalty: 4781.202637
	Iteration 18Q: 3 clusters Score -1747573 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1747644.625000 Penalty: 4781.202637
	Iteration 19Q: 3 clusters Score -1747645 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1747689.875000 Penalty: 4781.202637
	Iteration 20F: 3 clusters Score -1747690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1747732.375000 Penalty: 4781.202637
	Iteration 21Q: 3 clusters Score -1747732 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1747776.750000 Penalty: 4781.202637
	Iteration 22Q: 3 clusters Score -1747777 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1747809.500000 Penalty: 4781.202637
	Iteration 23Q: 3 clusters Score -1747810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1747848.125000 Penalty: 4781.202637
	Iteration 24Q: 3 clusters Score -1747848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1747886.125000 Penalty: 4781.202637
	Iteration 25Q: 3 clusters Score -1747886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1747901.250000 Penalty: 4781.202637
	Iteration 26Q: 3 clusters Score -1747901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1747916.250000 Penalty: 4781.202637
	Iteration 27Q: 3 clusters Score -1747916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1747927.125000 Penalty: 4781.202637
	Iteration 28Q: 3 clusters Score -1747927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1747937.500000 Penalty: 4781.202637
	Iteration 29Q: 3 clusters Score -1747938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1747949.625000 Penalty: 4781.202637
	Iteration 30Q: 3 clusters Score -1747950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1747953.375000 Penalty: 4781.202637
	Iteration 31Q: 3 clusters Score -1747953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1747961.750000 Penalty: 4781.202637
	Iteration 32Q: 3 clusters Score -1747962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1747975.000000 Penalty: 4781.202637
	Iteration 33Q: 3 clusters Score -1747975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1747983.750000 Penalty: 4781.202637
	Iteration 34Q: 3 clusters Score -1747984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1747993.125000 Penalty: 4781.202637
	Iteration 35Q: 3 clusters Score -1747993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1747996.250000 Penalty: 4781.202637
	Iteration 36Q: 3 clusters Score -1747996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1747998.250000 Penalty: 4781.202637
	Iteration 37Q: 3 clusters Score -1747998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1748002.250000 Penalty: 4781.202637
	Iteration 38Q: 3 clusters Score -1748002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1748002.250000 Penalty: 4781.202637
	Iteration 39Q: 3 clusters Score -1748002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1748005.750000 Penalty: 4781.202637
	Iteration 40F: 3 clusters Score -1748006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1748013.125000 Penalty: 4781.202637
	Iteration 41Q: 3 clusters Score -1748013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1748015.625000 Penalty: 4781.202637
	Iteration 42Q: 3 clusters Score -1748016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1748014.500000 Penalty: 4781.202637
	Iteration 43Q: 3 clusters Score -1748014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1748015.875000 Penalty: 4781.202637
	Iteration 44Q: 3 clusters Score -1748016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1748013.500000 Penalty: 4781.202637
	Iteration 45Q: 3 clusters Score -1748014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1748013.500000 Penalty: 4781.202637
	Iteration 46Q: 3 clusters Score -1748014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1748014.250000 Penalty: 4781.202637
	Iteration 47Q: 3 clusters Score -1748014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1748015.625000 Penalty: 4781.202637
	Iteration 48Q: 3 clusters Score -1748016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1748019.125000 Penalty: 4781.202637
	Iteration 49Q: 3 clusters Score -1748019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1748020.250000 Penalty: 4781.202637
	Iteration 50Q: 3 clusters Score -1748020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1748024.375000 Penalty: 4781.202637
	Iteration 51Q: 3 clusters Score -1748024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1748024.250000 Penalty: 4781.202637
	Iteration 52Q: 3 clusters Score -1748024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1748026.375000 Penalty: 4781.202637
	Iteration 53Q: 3 clusters Score -1748026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1748028.500000 Penalty: 4781.202637
	Iteration 54Q: 3 clusters Score -1748028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1748029.125000 Penalty: 4781.202637
	Iteration 55Q: 3 clusters Score -1748029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1748029.375000 Penalty: 4781.202637
	Iteration 56Q: 3 clusters Score -1748029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1748030.625000 Penalty: 4781.202637
	Iteration 57Q: 3 clusters Score -1748031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1748028.375000 Penalty: 4781.202637
	Iteration 58Q: 3 clusters Score -1748028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1748033.250000 Penalty: 4781.202637
	Iteration 59Q: 3 clusters Score -1748033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1748034.125000 Penalty: 4781.202637
	Iteration 60F: 3 clusters Score -1748034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1748035.875000 Penalty: 4781.202637
	Iteration 61Q: 3 clusters Score -1748036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1748035.625000 Penalty: 4781.202637
	Iteration 62Q: 3 clusters Score -1748036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1748036.375000 Penalty: 4781.202637
	Iteration 63Q: 3 clusters Score -1748036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1748038.375000 Penalty: 4781.202637
	Iteration 64Q: 3 clusters Score -1748038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1748037.500000 Penalty: 4781.202637
	Iteration 65Q: 3 clusters Score -1748038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1748038.375000 Penalty: 4781.202637
	Iteration 66Q: 3 clusters Score -1748038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1748037.500000 Penalty: 4781.202637
	Iteration 67Q: 3 clusters Score -1748038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1748037.500000 Penalty: 4781.202637
	Iteration 68F: 3 clusters Score -1748038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (235010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235010 members 
Entering Unmasked Estep 
Score: -26297682.000000 Penalty: 3067.111084
	Iteration 0F: 2 clusters Score -2.629768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117557 members 
Mstep: Class 2 contains 117453 members 
Entering Unmasked Estep 
Score: -26148384.000000 Penalty: 6134.222168
	Iteration 0F: 3 clusters Score -2.614838e+07 nChanged 113574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 114231 members 
Entering Unmasked Estep 
Score: -26216006.000000 Penalty: 6134.222168
	Iteration 1F: 3 clusters Score -2.621601e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 111633 members 
Entering Unmasked Estep 
Score: -26218092.000000 Penalty: 6134.222168
	Iteration 2Q: 3 clusters Score -2.621809e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127465 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -26221636.000000 Penalty: 6134.222168
	Iteration 3Q: 3 clusters Score -2.622164e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -26226852.000000 Penalty: 6134.222168
	Iteration 4F: 3 clusters Score -2.622685e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -26234378.000000 Penalty: 6134.222168
	Iteration 5F: 3 clusters Score -2.623438e+07 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152499 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -26245006.000000 Penalty: 6134.222168
	Iteration 6F: 3 clusters Score -2.624501e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -26257796.000000 Penalty: 6134.222168
	Iteration 7F: 3 clusters Score -2.62578e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174148 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -26269746.000000 Penalty: 6134.222168
	Iteration 8F: 3 clusters Score -2.626975e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181457 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -26277890.000000 Penalty: 6134.222168
	Iteration 9Q: 3 clusters Score -2.627789e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186409 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -26282020.000000 Penalty: 6134.222168
	Iteration 10Q: 3 clusters Score -2.628202e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190375 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -26284102.000000 Penalty: 6134.222168
	Iteration 11Q: 3 clusters Score -2.62841e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193818 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -26285696.000000 Penalty: 6134.222168
	Iteration 12Q: 3 clusters Score -2.62857e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197065 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -26286972.000000 Penalty: 6134.222168
	Iteration 13Q: 3 clusters Score -2.628697e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200225 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -26288330.000000 Penalty: 6134.222168
	Iteration 14Q: 3 clusters Score -2.628833e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203224 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -26289454.000000 Penalty: 6134.222168
	Iteration 15Q: 3 clusters Score -2.628945e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206027 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -26290586.000000 Penalty: 6134.222168
	Iteration 16Q: 3 clusters Score -2.629059e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208556 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -26291672.000000 Penalty: 6134.222168
	Iteration 17Q: 3 clusters Score -2.629167e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210899 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -26292634.000000 Penalty: 6134.222168
	Iteration 18Q: 3 clusters Score -2.629263e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213122 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -26293590.000000 Penalty: 6134.222168
	Iteration 19Q: 3 clusters Score -2.629359e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215234 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -26294554.000000 Penalty: 6134.222168
	Iteration 20F: 3 clusters Score -2.629455e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217185 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -26295454.000000 Penalty: 6134.222168
	Iteration 21Q: 3 clusters Score -2.629545e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219006 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -26296256.000000 Penalty: 6134.222168
	Iteration 22Q: 3 clusters Score -2.629626e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220645 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -26296918.000000 Penalty: 6134.222168
	Iteration 23Q: 3 clusters Score -2.629692e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222127 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -26297328.000000 Penalty: 6134.222168
	Iteration 24Q: 3 clusters Score -2.629733e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223427 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -26297596.000000 Penalty: 6134.222168
	Iteration 25Q: 3 clusters Score -2.62976e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224564 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -26297816.000000 Penalty: 6134.222168
	Iteration 26Q: 3 clusters Score -2.629782e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225511 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -26297922.000000 Penalty: 6134.222168
	Iteration 27Q: 3 clusters Score -2.629792e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226287 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -26297952.000000 Penalty: 6134.222168
	Iteration 28Q: 3 clusters Score -2.629795e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226945 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -26297992.000000 Penalty: 6134.222168
	Iteration 29Q: 3 clusters Score -2.629799e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227538 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -26297974.000000 Penalty: 6134.222168
	Iteration 30Q: 3 clusters Score -2.629797e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228022 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -26298038.000000 Penalty: 6134.222168
	Iteration 31Q: 3 clusters Score -2.629804e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228437 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -26298064.000000 Penalty: 6134.222168
	Iteration 32Q: 3 clusters Score -2.629806e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228788 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -26298016.000000 Penalty: 6134.222168
	Iteration 33Q: 3 clusters Score -2.629802e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229071 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -26297946.000000 Penalty: 6134.222168
	Iteration 34Q: 3 clusters Score -2.629795e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229330 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -26297916.000000 Penalty: 6134.222168
	Iteration 35Q: 3 clusters Score -2.629792e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229559 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -26297858.000000 Penalty: 6134.222168
	Iteration 36Q: 3 clusters Score -2.629786e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229772 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -26297874.000000 Penalty: 6134.222168
	Iteration 37Q: 3 clusters Score -2.629787e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229968 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -26297828.000000 Penalty: 6134.222168
	Iteration 38Q: 3 clusters Score -2.629783e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230144 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -26297816.000000 Penalty: 6134.222168
	Iteration 39Q: 3 clusters Score -2.629782e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -26297784.000000 Penalty: 6134.222168
	Iteration 40F: 3 clusters Score -2.629778e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230443 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -26297774.000000 Penalty: 6134.222168
	Iteration 41Q: 3 clusters Score -2.629777e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230534 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -26297752.000000 Penalty: 6134.222168
	Iteration 42Q: 3 clusters Score -2.629775e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230611 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -26297714.000000 Penalty: 6134.222168
	Iteration 43Q: 3 clusters Score -2.629771e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230686 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -26297680.000000 Penalty: 6134.222168
	Iteration 44Q: 3 clusters Score -2.629768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230747 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -26297686.000000 Penalty: 6134.222168
	Iteration 45Q: 3 clusters Score -2.629769e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230803 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -26297646.000000 Penalty: 6134.222168
	Iteration 46Q: 3 clusters Score -2.629765e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230859 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -26297648.000000 Penalty: 6134.222168
	Iteration 47Q: 3 clusters Score -2.629765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230898 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -26297670.000000 Penalty: 6134.222168
	Iteration 48Q: 3 clusters Score -2.629767e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230940 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -26297688.000000 Penalty: 6134.222168
	Iteration 49Q: 3 clusters Score -2.629769e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230989 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -26297626.000000 Penalty: 6134.222168
	Iteration 50Q: 3 clusters Score -2.629763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231029 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -26297626.000000 Penalty: 6134.222168
	Iteration 51Q: 3 clusters Score -2.629763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231051 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -26297598.000000 Penalty: 6134.222168
	Iteration 52Q: 3 clusters Score -2.62976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231072 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -26297582.000000 Penalty: 6134.222168
	Iteration 53Q: 3 clusters Score -2.629758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231091 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -26297564.000000 Penalty: 6134.222168
	Iteration 54Q: 3 clusters Score -2.629756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231110 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -26297542.000000 Penalty: 6134.222168
	Iteration 55Q: 3 clusters Score -2.629754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231133 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -26297548.000000 Penalty: 6134.222168
	Iteration 56Q: 3 clusters Score -2.629755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231146 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -26297524.000000 Penalty: 6134.222168
	Iteration 57Q: 3 clusters Score -2.629752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231160 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -26297526.000000 Penalty: 6134.222168
	Iteration 58Q: 3 clusters Score -2.629753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231170 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -26297518.000000 Penalty: 6134.222168
	Iteration 59Q: 3 clusters Score -2.629752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231175 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -26297520.000000 Penalty: 6134.222168
	Iteration 60F: 3 clusters Score -2.629752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231182 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -26297512.000000 Penalty: 6134.222168
	Iteration 61Q: 3 clusters Score -2.629751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231189 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -26297504.000000 Penalty: 6134.222168
	Iteration 62Q: 3 clusters Score -2.62975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231193 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -26297512.000000 Penalty: 6134.222168
	Iteration 63Q: 3 clusters Score -2.629751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231197 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -26297516.000000 Penalty: 6134.222168
	Iteration 64Q: 3 clusters Score -2.629752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231203 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -26297520.000000 Penalty: 6134.222168
	Iteration 65Q: 3 clusters Score -2.629752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231210 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -26297522.000000 Penalty: 6134.222168
	Iteration 66Q: 3 clusters Score -2.629752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231216 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -26297496.000000 Penalty: 6134.222168
	Iteration 67Q: 3 clusters Score -2.62975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231219 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -26297498.000000 Penalty: 6134.222168
	Iteration 68Q: 3 clusters Score -2.62975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231221 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -26297508.000000 Penalty: 6134.222168
	Iteration 69Q: 3 clusters Score -2.629751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231223 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -26297506.000000 Penalty: 6134.222168
	Iteration 70Q: 3 clusters Score -2.629751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231226 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -26297492.000000 Penalty: 6134.222168
	Iteration 71Q: 3 clusters Score -2.629749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231228 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -26297498.000000 Penalty: 6134.222168
	Iteration 72Q: 3 clusters Score -2.62975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231230 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -26297498.000000 Penalty: 6134.222168
	Iteration 73Q: 3 clusters Score -2.62975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231234 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -26297514.000000 Penalty: 6134.222168
	Iteration 74Q: 3 clusters Score -2.629751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231236 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -26297510.000000 Penalty: 6134.222168
	Iteration 75Q: 3 clusters Score -2.629751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231241 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -26297514.000000 Penalty: 6134.222168
	Iteration 76Q: 3 clusters Score -2.629751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231242 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -26297506.000000 Penalty: 6134.222168
	Iteration 77Q: 3 clusters Score -2.629751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231242 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -26297506.000000 Penalty: 6134.222168
	Iteration 78F: 3 clusters Score -2.629751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Entering Unmasked Estep 
Score: -937487.000000 Penalty: 2234.373291
	Iteration 0F: 2 clusters Score -937487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -931027.687500 Penalty: 4468.746582
	Iteration 0F: 3 clusters Score -931027.7 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -932723.312500 Penalty: 4468.746582
	Iteration 1F: 3 clusters Score -932723.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -933055.500000 Penalty: 4468.746582
	Iteration 2F: 3 clusters Score -933055.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -933297.562500 Penalty: 4468.746582
	Iteration 3F: 3 clusters Score -933297.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -933479.500000 Penalty: 4468.746582
	Iteration 4Q: 3 clusters Score -933479.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -933645.250000 Penalty: 4468.746582
	Iteration 5Q: 3 clusters Score -933645.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -933843.437500 Penalty: 4468.746582
	Iteration 6Q: 3 clusters Score -933843.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -934052.937500 Penalty: 4468.746582
	Iteration 7Q: 3 clusters Score -934052.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -934254.000000 Penalty: 4468.746582
	Iteration 8Q: 3 clusters Score -934254 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -934468.812500 Penalty: 4468.746582
	Iteration 9Q: 3 clusters Score -934468.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -934674.187500 Penalty: 4468.746582
	Iteration 10Q: 3 clusters Score -934674.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -934912.500000 Penalty: 4468.746582
	Iteration 11Q: 3 clusters Score -934912.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -935116.062500 Penalty: 4468.746582
	Iteration 12Q: 3 clusters Score -935116.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -935253.687500 Penalty: 4468.746582
	Iteration 13Q: 3 clusters Score -935253.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -935366.625000 Penalty: 4468.746582
	Iteration 14Q: 3 clusters Score -935366.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -935438.937500 Penalty: 4468.746582
	Iteration 15Q: 3 clusters Score -935438.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -935490.312500 Penalty: 4468.746582
	Iteration 16Q: 3 clusters Score -935490.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -935522.125000 Penalty: 4468.746582
	Iteration 17Q: 3 clusters Score -935522.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -935541.437500 Penalty: 4468.746582
	Iteration 18Q: 3 clusters Score -935541.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -935554.750000 Penalty: 4468.746582
	Iteration 19Q: 3 clusters Score -935554.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -935559.687500 Penalty: 4468.746582
	Iteration 20F: 3 clusters Score -935559.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -935569.500000 Penalty: 4468.746582
	Iteration 21Q: 3 clusters Score -935569.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -935572.125000 Penalty: 4468.746582
	Iteration 22Q: 3 clusters Score -935572.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -935577.750000 Penalty: 4468.746582
	Iteration 23Q: 3 clusters Score -935577.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -935581.437500 Penalty: 4468.746582
	Iteration 24Q: 3 clusters Score -935581.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -935584.562500 Penalty: 4468.746582
	Iteration 25Q: 3 clusters Score -935584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -935589.375000 Penalty: 4468.746582
	Iteration 26Q: 3 clusters Score -935589.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -935589.437500 Penalty: 4468.746582
	Iteration 27Q: 3 clusters Score -935589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -935591.375000 Penalty: 4468.746582
	Iteration 28Q: 3 clusters Score -935591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -935593.187500 Penalty: 4468.746582
	Iteration 29Q: 3 clusters Score -935593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -935596.187500 Penalty: 4468.746582
	Iteration 30Q: 3 clusters Score -935596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -935597.562500 Penalty: 4468.746582
	Iteration 31Q: 3 clusters Score -935597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -935597.125000 Penalty: 4468.746582
	Iteration 32Q: 3 clusters Score -935597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -935599.312500 Penalty: 4468.746582
	Iteration 33Q: 3 clusters Score -935599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -935600.812500 Penalty: 4468.746582
	Iteration 34Q: 3 clusters Score -935600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -935601.625000 Penalty: 4468.746582
	Iteration 35Q: 3 clusters Score -935601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -935604.500000 Penalty: 4468.746582
	Iteration 36Q: 3 clusters Score -935604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -935604.687500 Penalty: 4468.746582
	Iteration 37Q: 3 clusters Score -935604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -935605.312500 Penalty: 4468.746582
	Iteration 38Q: 3 clusters Score -935605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -935604.687500 Penalty: 4468.746582
	Iteration 39Q: 3 clusters Score -935604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -935606.562500 Penalty: 4468.746582
	Iteration 40F: 3 clusters Score -935606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -935606.500000 Penalty: 4468.746582
	Iteration 41Q: 3 clusters Score -935606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -935608.500000 Penalty: 4468.746582
	Iteration 42Q: 3 clusters Score -935608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -935607.500000 Penalty: 4468.746582
	Iteration 43Q: 3 clusters Score -935607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -935607.125000 Penalty: 4468.746582
	Iteration 44Q: 3 clusters Score -935607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -935607.562500 Penalty: 4468.746582
	Iteration 45Q: 3 clusters Score -935607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -935608.875000 Penalty: 4468.746582
	Iteration 46Q: 3 clusters Score -935608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -935610.125000 Penalty: 4468.746582
	Iteration 47Q: 3 clusters Score -935610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -935610.125000 Penalty: 4468.746582
	Iteration 48F: 3 clusters Score -935610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Entering Unmasked Estep 
Score: -4193892.250000 Penalty: 2608.322510
	Iteration 0F: 2 clusters Score -4193892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -4168789.000000 Penalty: 5216.645020
	Iteration 0F: 3 clusters Score -4168789 nChanged 16797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4178581.000000 Penalty: 5216.645020
	Iteration 1F: 3 clusters Score -4178581 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4180063.500000 Penalty: 5216.645020
	Iteration 2F: 3 clusters Score -4180064 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -4182277.250000 Penalty: 5216.645020
	Iteration 3F: 3 clusters Score -4182277 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4184891.750000 Penalty: 5216.645020
	Iteration 4F: 3 clusters Score -4184892 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4187557.000000 Penalty: 5216.645020
	Iteration 5F: 3 clusters Score -4187557 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -4189734.000000 Penalty: 5216.645020
	Iteration 6F: 3 clusters Score -4189734 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4191407.000000 Penalty: 5216.645020
	Iteration 7Q: 3 clusters Score -4191407 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4192300.000000 Penalty: 5216.645020
	Iteration 8Q: 3 clusters Score -4192300 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -4192649.000000 Penalty: 5216.645020
	Iteration 9Q: 3 clusters Score -4192649 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4192780.000000 Penalty: 5216.645020
	Iteration 10Q: 3 clusters Score -4192780 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4192859.750000 Penalty: 5216.645020
	Iteration 11Q: 3 clusters Score -4192860 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4192941.000000 Penalty: 5216.645020
	Iteration 12Q: 3 clusters Score -4192941 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4193012.750000 Penalty: 5216.645020
	Iteration 13Q: 3 clusters Score -4193013 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4193058.500000 Penalty: 5216.645020
	Iteration 14Q: 3 clusters Score -4193058 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4193097.500000 Penalty: 5216.645020
	Iteration 15Q: 3 clusters Score -4193098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4193119.750000 Penalty: 5216.645020
	Iteration 16Q: 3 clusters Score -4193120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4193145.750000 Penalty: 5216.645020
	Iteration 17Q: 3 clusters Score -4193146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -4193182.000000 Penalty: 5216.645020
	Iteration 18Q: 3 clusters Score -4193182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4193210.500000 Penalty: 5216.645020
	Iteration 19Q: 3 clusters Score -4193210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4193225.000000 Penalty: 5216.645020
	Iteration 20F: 3 clusters Score -4193225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4193229.000000 Penalty: 5216.645020
	Iteration 21Q: 3 clusters Score -4193229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4193252.750000 Penalty: 5216.645020
	Iteration 22Q: 3 clusters Score -4193253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4193252.500000 Penalty: 5216.645020
	Iteration 23Q: 3 clusters Score -4193252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4193275.000000 Penalty: 5216.645020
	Iteration 24Q: 3 clusters Score -4193275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4193280.250000 Penalty: 5216.645020
	Iteration 25Q: 3 clusters Score -4193280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4193297.000000 Penalty: 5216.645020
	Iteration 26Q: 3 clusters Score -4193297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4193295.250000 Penalty: 5216.645020
	Iteration 27Q: 3 clusters Score -4193295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -4193298.000000 Penalty: 5216.645020
	Iteration 28Q: 3 clusters Score -4193298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4193313.750000 Penalty: 5216.645020
	Iteration 29Q: 3 clusters Score -4193314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4193321.750000 Penalty: 5216.645020
	Iteration 30Q: 3 clusters Score -4193322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4193330.500000 Penalty: 5216.645020
	Iteration 31Q: 3 clusters Score -4193330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4193328.250000 Penalty: 5216.645020
	Iteration 32Q: 3 clusters Score -4193328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4193335.500000 Penalty: 5216.645020
	Iteration 33Q: 3 clusters Score -4193336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4193334.250000 Penalty: 5216.645020
	Iteration 34Q: 3 clusters Score -4193334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4193339.750000 Penalty: 5216.645020
	Iteration 35Q: 3 clusters Score -4193340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4193342.000000 Penalty: 5216.645020
	Iteration 36Q: 3 clusters Score -4193342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4193343.750000 Penalty: 5216.645020
	Iteration 37Q: 3 clusters Score -4193344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4193340.000000 Penalty: 5216.645020
	Iteration 38Q: 3 clusters Score -4193340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4193337.750000 Penalty: 5216.645020
	Iteration 39Q: 3 clusters Score -4193338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -4193345.000000 Penalty: 5216.645020
	Iteration 40F: 3 clusters Score -4193345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4193341.000000 Penalty: 5216.645020
	Iteration 41Q: 3 clusters Score -4193341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4193339.000000 Penalty: 5216.645020
	Iteration 42Q: 3 clusters Score -4193339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4193341.750000 Penalty: 5216.645020
	Iteration 43Q: 3 clusters Score -4193342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4193338.500000 Penalty: 5216.645020
	Iteration 44Q: 3 clusters Score -4193338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4193337.250000 Penalty: 5216.645020
	Iteration 45Q: 3 clusters Score -4193337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4193336.250000 Penalty: 5216.645020
	Iteration 46Q: 3 clusters Score -4193336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4193334.500000 Penalty: 5216.645020
	Iteration 47Q: 3 clusters Score -4193334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4193335.000000 Penalty: 5216.645020
	Iteration 48Q: 3 clusters Score -4193335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4193339.750000 Penalty: 5216.645020
	Iteration 49Q: 3 clusters Score -4193340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4193342.000000 Penalty: 5216.645020
	Iteration 50Q: 3 clusters Score -4193342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4193344.000000 Penalty: 5216.645020
	Iteration 51Q: 3 clusters Score -4193344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4193344.000000 Penalty: 5216.645020
	Iteration 52F: 3 clusters Score -4193344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37929 members 
Mstep: Class 3 contains 21158 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 37586 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13490 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 256276 members 
Mstep: Class 13 contains 31100 members 
Mstep: Class 14 contains 56686 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15360 members 
Mstep: Class 19 contains 235010 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 21 contains 36954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592048.000000 Penalty: 57316.562500
Iteration 239Q: 18 clusters Score -8.859205e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37928 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 37585 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13490 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 12 contains 256272 members 
Mstep: Class 13 contains 31095 members 
Mstep: Class 14 contains 56682 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15378 members 
Mstep: Class 19 contains 234996 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 36956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592120.000000 Penalty: 57316.562500
Iteration 240F: 18 clusters Score -8.859212e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37930 members 
Mstep: Class 3 contains 21124 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 37583 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41669 members 
Mstep: Class 12 contains 256270 members 
Mstep: Class 13 contains 31093 members 
Mstep: Class 14 contains 56677 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 19 contains 234982 members 
Mstep: Class 20 contains 8225 members 
Mstep: Class 21 contains 36957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592216.000000 Penalty: 57316.562500
Iteration 241Q: 18 clusters Score -8.859222e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37923 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 37585 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 12 contains 256281 members 
Mstep: Class 13 contains 31091 members 
Mstep: Class 14 contains 56670 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15404 members 
Mstep: Class 19 contains 234969 members 
Mstep: Class 20 contains 8243 members 
Mstep: Class 21 contains 36956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592104.000000 Penalty: 57316.562500
Iteration 242Q: 18 clusters Score -8.85921e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37922 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 6342 members 
Mstep: Class 5 contains 37585 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 12 contains 256271 members 
Mstep: Class 13 contains 31088 members 
Mstep: Class 14 contains 56664 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 19 contains 234960 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 36956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592224.000000 Penalty: 57316.562500
Iteration 243Q: 18 clusters Score -8.859222e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37927 members 
Mstep: Class 3 contains 21092 members 
Mstep: Class 4 contains 6344 members 
Mstep: Class 5 contains 37584 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 12 contains 256264 members 
Mstep: Class 13 contains 31082 members 
Mstep: Class 14 contains 56663 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15435 members 
Mstep: Class 19 contains 234948 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 36957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592152.000000 Penalty: 57316.562500
Iteration 244Q: 18 clusters Score -8.859215e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37924 members 
Mstep: Class 3 contains 21083 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 37581 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 12 contains 256264 members 
Mstep: Class 13 contains 31073 members 
Mstep: Class 14 contains 56660 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15454 members 
Mstep: Class 19 contains 234916 members 
Mstep: Class 20 contains 8315 members 
Mstep: Class 21 contains 36958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592216.000000 Penalty: 57316.562500
Iteration 245Q: 18 clusters Score -8.859222e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37919 members 
Mstep: Class 3 contains 21074 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 37581 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 12 contains 256268 members 
Mstep: Class 13 contains 31061 members 
Mstep: Class 14 contains 56655 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15478 members 
Mstep: Class 19 contains 234896 members 
Mstep: Class 20 contains 8335 members 
Mstep: Class 21 contains 36961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592312.000000 Penalty: 57316.562500
Iteration 246Q: 18 clusters Score -8.859231e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37915 members 
Mstep: Class 3 contains 21062 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 37582 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41668 members 
Mstep: Class 12 contains 256274 members 
Mstep: Class 13 contains 31049 members 
Mstep: Class 14 contains 56649 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 19 contains 234890 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 36963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592272.000000 Penalty: 57316.562500
Iteration 247Q: 18 clusters Score -8.859227e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37925 members 
Mstep: Class 3 contains 21045 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 37580 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256266 members 
Mstep: Class 13 contains 31041 members 
Mstep: Class 14 contains 56644 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 19 contains 234888 members 
Mstep: Class 20 contains 8371 members 
Mstep: Class 21 contains 36963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592240.000000 Penalty: 57316.562500
Iteration 248Q: 18 clusters Score -8.859224e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37928 members 
Mstep: Class 3 contains 21034 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 37578 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41673 members 
Mstep: Class 12 contains 256252 members 
Mstep: Class 13 contains 31033 members 
Mstep: Class 14 contains 56643 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15511 members 
Mstep: Class 19 contains 234888 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 36964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592368.000000 Penalty: 57316.562500
Iteration 249Q: 18 clusters Score -8.859237e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37931 members 
Mstep: Class 3 contains 21024 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256240 members 
Mstep: Class 13 contains 31024 members 
Mstep: Class 14 contains 56645 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 19 contains 234897 members 
Mstep: Class 20 contains 8401 members 
Mstep: Class 21 contains 36962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592256.000000 Penalty: 57316.562500
Iteration 250Q: 18 clusters Score -8.859226e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37935 members 
Mstep: Class 3 contains 21016 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 37578 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41670 members 
Mstep: Class 12 contains 256225 members 
Mstep: Class 13 contains 31015 members 
Mstep: Class 14 contains 56645 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 19 contains 234903 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 21 contains 36962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592328.000000 Penalty: 57316.562500
Iteration 251Q: 18 clusters Score -8.859233e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37941 members 
Mstep: Class 3 contains 21006 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 37580 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256201 members 
Mstep: Class 13 contains 31008 members 
Mstep: Class 14 contains 56644 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 19 contains 234916 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 36964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592312.000000 Penalty: 57316.562500
Iteration 252Q: 18 clusters Score -8.859231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37953 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 37584 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41672 members 
Mstep: Class 12 contains 256176 members 
Mstep: Class 13 contains 31001 members 
Mstep: Class 14 contains 56642 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15553 members 
Mstep: Class 19 contains 234928 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 36964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592224.000000 Penalty: 57316.562500
Iteration 253Q: 18 clusters Score -8.859222e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37964 members 
Mstep: Class 3 contains 20980 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37587 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256159 members 
Mstep: Class 13 contains 31000 members 
Mstep: Class 14 contains 56642 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15563 members 
Mstep: Class 19 contains 234929 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 36965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592184.000000 Penalty: 57316.562500
Iteration 254Q: 18 clusters Score -8.859218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37973 members 
Mstep: Class 3 contains 20966 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37591 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256150 members 
Mstep: Class 13 contains 30997 members 
Mstep: Class 14 contains 56641 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15571 members 
Mstep: Class 19 contains 234927 members 
Mstep: Class 20 contains 8436 members 
Mstep: Class 21 contains 36968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592192.000000 Penalty: 57316.562500
Iteration 255Q: 18 clusters Score -8.859219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37982 members 
Mstep: Class 3 contains 20952 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37589 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41673 members 
Mstep: Class 12 contains 256150 members 
Mstep: Class 13 contains 30994 members 
Mstep: Class 14 contains 56642 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 19 contains 234921 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 36970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592184.000000 Penalty: 57316.562500
Iteration 256Q: 18 clusters Score -8.859218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37991 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37591 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41672 members 
Mstep: Class 12 contains 256142 members 
Mstep: Class 13 contains 30991 members 
Mstep: Class 14 contains 56641 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15585 members 
Mstep: Class 19 contains 234924 members 
Mstep: Class 20 contains 8444 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592168.000000 Penalty: 57316.562500
Iteration 257Q: 18 clusters Score -8.859217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37998 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37589 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41672 members 
Mstep: Class 12 contains 256139 members 
Mstep: Class 13 contains 30988 members 
Mstep: Class 14 contains 56641 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15590 members 
Mstep: Class 19 contains 234924 members 
Mstep: Class 20 contains 8450 members 
Mstep: Class 21 contains 36972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592152.000000 Penalty: 57316.562500
Iteration 258Q: 18 clusters Score -8.859215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 38005 members 
Mstep: Class 3 contains 20920 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37590 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41673 members 
Mstep: Class 12 contains 256124 members 
Mstep: Class 13 contains 30985 members 
Mstep: Class 14 contains 56641 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 19 contains 234932 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592168.000000 Penalty: 57316.562500
Iteration 259Q: 18 clusters Score -8.859217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 38006 members 
Mstep: Class 3 contains 20914 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37590 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41673 members 
Mstep: Class 12 contains 256125 members 
Mstep: Class 13 contains 30982 members 
Mstep: Class 14 contains 56640 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 19 contains 234920 members 
Mstep: Class 20 contains 8466 members 
Mstep: Class 21 contains 36972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592192.000000 Penalty: 57316.562500
Iteration 260F: 18 clusters Score -8.859219e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 38005 members 
Mstep: Class 3 contains 20909 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37592 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41672 members 
Mstep: Class 12 contains 256127 members 
Mstep: Class 13 contains 30978 members 
Mstep: Class 14 contains 56639 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 19 contains 234911 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 36973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592152.000000 Penalty: 57316.562500
Iteration 261Q: 18 clusters Score -8.859215e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 38005 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37595 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256136 members 
Mstep: Class 13 contains 30975 members 
Mstep: Class 14 contains 56639 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 19 contains 234900 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 36973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592128.000000 Penalty: 57316.562500
Iteration 262Q: 18 clusters Score -8.859213e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38006 members 
Mstep: Class 3 contains 20885 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37594 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41672 members 
Mstep: Class 12 contains 256137 members 
Mstep: Class 13 contains 30974 members 
Mstep: Class 14 contains 56640 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 19 contains 234888 members 
Mstep: Class 20 contains 8490 members 
Mstep: Class 21 contains 36972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592128.000000 Penalty: 57316.562500
Iteration 263Q: 18 clusters Score -8.859213e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38006 members 
Mstep: Class 3 contains 20874 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37595 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256139 members 
Mstep: Class 13 contains 30970 members 
Mstep: Class 14 contains 56639 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 19 contains 234889 members 
Mstep: Class 20 contains 8496 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592128.000000 Penalty: 57316.562500
Iteration 264Q: 18 clusters Score -8.859213e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38005 members 
Mstep: Class 3 contains 20864 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 37592 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256133 members 
Mstep: Class 13 contains 30965 members 
Mstep: Class 14 contains 56637 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 19 contains 234898 members 
Mstep: Class 20 contains 8503 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592160.000000 Penalty: 57316.562500
Iteration 265Q: 18 clusters Score -8.859216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38016 members 
Mstep: Class 3 contains 20855 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37592 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256107 members 
Mstep: Class 13 contains 30962 members 
Mstep: Class 14 contains 56637 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 19 contains 234914 members 
Mstep: Class 20 contains 8505 members 
Mstep: Class 21 contains 36972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592192.000000 Penalty: 57316.562500
Iteration 266Q: 18 clusters Score -8.859219e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38022 members 
Mstep: Class 3 contains 20848 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37588 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41672 members 
Mstep: Class 12 contains 256082 members 
Mstep: Class 13 contains 30962 members 
Mstep: Class 14 contains 56636 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 19 contains 234919 members 
Mstep: Class 20 contains 8514 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592128.000000 Penalty: 57316.562500
Iteration 267Q: 18 clusters Score -8.859213e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38029 members 
Mstep: Class 3 contains 20840 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37583 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256070 members 
Mstep: Class 13 contains 30960 members 
Mstep: Class 14 contains 56635 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15689 members 
Mstep: Class 19 contains 234916 members 
Mstep: Class 20 contains 8522 members 
Mstep: Class 21 contains 36975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592184.000000 Penalty: 57316.562500
Iteration 268Q: 18 clusters Score -8.859218e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38030 members 
Mstep: Class 3 contains 20834 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37580 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41671 members 
Mstep: Class 12 contains 256052 members 
Mstep: Class 13 contains 30960 members 
Mstep: Class 14 contains 56633 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15698 members 
Mstep: Class 19 contains 234925 members 
Mstep: Class 20 contains 8532 members 
Mstep: Class 21 contains 36974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592208.000000 Penalty: 57316.562500
Iteration 269Q: 18 clusters Score -8.859221e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38029 members 
Mstep: Class 3 contains 20832 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41670 members 
Mstep: Class 12 contains 256038 members 
Mstep: Class 13 contains 30962 members 
Mstep: Class 14 contains 56631 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15708 members 
Mstep: Class 19 contains 234925 members 
Mstep: Class 20 contains 8543 members 
Mstep: Class 21 contains 36975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592120.000000 Penalty: 57316.562500
Iteration 270Q: 18 clusters Score -8.859212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38028 members 
Mstep: Class 3 contains 20831 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41669 members 
Mstep: Class 12 contains 256025 members 
Mstep: Class 13 contains 30963 members 
Mstep: Class 14 contains 56630 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15719 members 
Mstep: Class 19 contains 234920 members 
Mstep: Class 20 contains 8552 members 
Mstep: Class 21 contains 36977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592096.000000 Penalty: 57316.562500
Iteration 271Q: 18 clusters Score -8.85921e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38025 members 
Mstep: Class 3 contains 20830 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41669 members 
Mstep: Class 12 contains 256007 members 
Mstep: Class 13 contains 30963 members 
Mstep: Class 14 contains 56630 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15726 members 
Mstep: Class 19 contains 234927 members 
Mstep: Class 20 contains 8559 members 
Mstep: Class 21 contains 36978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592120.000000 Penalty: 57316.562500
Iteration 272Q: 18 clusters Score -8.859212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38023 members 
Mstep: Class 3 contains 20830 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 12 contains 255989 members 
Mstep: Class 13 contains 30961 members 
Mstep: Class 14 contains 56629 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15729 members 
Mstep: Class 19 contains 234942 members 
Mstep: Class 20 contains 8566 members 
Mstep: Class 21 contains 36977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592168.000000 Penalty: 57316.562500
Iteration 273Q: 18 clusters Score -8.859217e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38025 members 
Mstep: Class 3 contains 20828 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 12 contains 255965 members 
Mstep: Class 13 contains 30958 members 
Mstep: Class 14 contains 56628 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15733 members 
Mstep: Class 19 contains 234959 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 36973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592168.000000 Penalty: 57316.562500
Iteration 274Q: 18 clusters Score -8.859217e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38027 members 
Mstep: Class 3 contains 20827 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 12 contains 255950 members 
Mstep: Class 13 contains 30958 members 
Mstep: Class 14 contains 56627 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15737 members 
Mstep: Class 19 contains 234963 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592280.000000 Penalty: 57316.562500
Iteration 275Q: 18 clusters Score -8.859228e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38028 members 
Mstep: Class 3 contains 20826 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 255935 members 
Mstep: Class 13 contains 30956 members 
Mstep: Class 14 contains 56626 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 19 contains 234967 members 
Mstep: Class 20 contains 8595 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592280.000000 Penalty: 57316.562500
Iteration 276Q: 18 clusters Score -8.859228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38031 members 
Mstep: Class 3 contains 20822 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41665 members 
Mstep: Class 12 contains 255910 members 
Mstep: Class 13 contains 30957 members 
Mstep: Class 14 contains 56628 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15745 members 
Mstep: Class 19 contains 234978 members 
Mstep: Class 20 contains 8602 members 
Mstep: Class 21 contains 36973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592232.000000 Penalty: 57316.562500
Iteration 277Q: 18 clusters Score -8.859223e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38032 members 
Mstep: Class 3 contains 20819 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 12 contains 255895 members 
Mstep: Class 13 contains 30958 members 
Mstep: Class 14 contains 56625 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 19 contains 234986 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 36972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592240.000000 Penalty: 57316.562500
Iteration 278Q: 18 clusters Score -8.859224e+07 nChanged 43
Entering ConstructFrom: 
Score: -88592240.000000 Penalty: 57316.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -205275.015625 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -205275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -202716.140625 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -202716.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -203153.156250 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -203153.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -203284.593750 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -203284.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -203344.328125 Penalty: 3740.937988
	Iteration 3Q: 3 clusters Score -203344.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -203381.968750 Penalty: 3740.937988
	Iteration 4Q: 3 clusters Score -203382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -203414.000000 Penalty: 3740.937988
	Iteration 5Q: 3 clusters Score -203414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -203463.734375 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -203463.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -203499.265625 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -203499.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -203528.531250 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -203528.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -203585.218750 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -203585.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -203680.531250 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -203680.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -203783.718750 Penalty: 3740.937988
	Iteration 11Q: 3 clusters Score -203783.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -203876.484375 Penalty: 3740.937988
	Iteration 12Q: 3 clusters Score -203876.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -203931.531250 Penalty: 3740.937988
	Iteration 13Q: 3 clusters Score -203931.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -203978.781250 Penalty: 3740.937988
	Iteration 14Q: 3 clusters Score -203978.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -204008.609375 Penalty: 3740.937988
	Iteration 15Q: 3 clusters Score -204008.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -204036.343750 Penalty: 3740.937988
	Iteration 16Q: 3 clusters Score -204036.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -204056.265625 Penalty: 3740.937988
	Iteration 17Q: 3 clusters Score -204056.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -204079.781250 Penalty: 3740.937988
	Iteration 18Q: 3 clusters Score -204079.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -204112.046875 Penalty: 3740.937988
	Iteration 19Q: 3 clusters Score -204112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -204142.343750 Penalty: 3740.937988
	Iteration 20F: 3 clusters Score -204142.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -204161.390625 Penalty: 3740.937988
	Iteration 21Q: 3 clusters Score -204161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -204185.234375 Penalty: 3740.937988
	Iteration 22Q: 3 clusters Score -204185.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -204202.781250 Penalty: 3740.937988
	Iteration 23Q: 3 clusters Score -204202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -204212.125000 Penalty: 3740.937988
	Iteration 24Q: 3 clusters Score -204212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -204217.734375 Penalty: 3740.937988
	Iteration 25Q: 3 clusters Score -204217.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204221.703125 Penalty: 3740.937988
	Iteration 26Q: 3 clusters Score -204221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -204224.343750 Penalty: 3740.937988
	Iteration 27Q: 3 clusters Score -204224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -204225.953125 Penalty: 3740.937988
	Iteration 28Q: 3 clusters Score -204226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -204225.953125 Penalty: 3740.937988
	Iteration 29F: 3 clusters Score -204226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Entering Unmasked Estep 
Score: -4254278.500000 Penalty: 2615.459961
	Iteration 0F: 2 clusters Score -4254278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4228249.000000 Penalty: 5230.919922
	Iteration 0F: 3 clusters Score -4228249 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4237733.500000 Penalty: 5230.919922
	Iteration 1F: 3 clusters Score -4237734 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4238139.000000 Penalty: 5230.919922
	Iteration 2Q: 3 clusters Score -4238139 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4238477.000000 Penalty: 5230.919922
	Iteration 3Q: 3 clusters Score -4238477 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4238803.000000 Penalty: 5230.919922
	Iteration 4Q: 3 clusters Score -4238803 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4239079.000000 Penalty: 5230.919922
	Iteration 5Q: 3 clusters Score -4239079 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4239325.000000 Penalty: 5230.919922
	Iteration 6Q: 3 clusters Score -4239325 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4239579.500000 Penalty: 5230.919922
	Iteration 7Q: 3 clusters Score -4239580 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4239949.000000 Penalty: 5230.919922
	Iteration 8Q: 3 clusters Score -4239949 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4240442.000000 Penalty: 5230.919922
	Iteration 9Q: 3 clusters Score -4240442 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4241217.000000 Penalty: 5230.919922
	Iteration 10Q: 3 clusters Score -4241217 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4242447.000000 Penalty: 5230.919922
	Iteration 11F: 3 clusters Score -4242447 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -4244309.000000 Penalty: 5230.919922
	Iteration 12F: 3 clusters Score -4244309 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4246836.000000 Penalty: 5230.919922
	Iteration 13F: 3 clusters Score -4246836 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4249201.500000 Penalty: 5230.919922
	Iteration 14F: 3 clusters Score -4249202 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4250743.000000 Penalty: 5230.919922
	Iteration 15Q: 3 clusters Score -4250743 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4251420.000000 Penalty: 5230.919922
	Iteration 16Q: 3 clusters Score -4251420 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4251725.500000 Penalty: 5230.919922
	Iteration 17Q: 3 clusters Score -4251726 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4251868.500000 Penalty: 5230.919922
	Iteration 18Q: 3 clusters Score -4251868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4251927.000000 Penalty: 5230.919922
	Iteration 19Q: 3 clusters Score -4251927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4251965.000000 Penalty: 5230.919922
	Iteration 20F: 3 clusters Score -4251965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4251988.500000 Penalty: 5230.919922
	Iteration 21Q: 3 clusters Score -4251988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4252009.000000 Penalty: 5230.919922
	Iteration 22Q: 3 clusters Score -4252009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4252031.500000 Penalty: 5230.919922
	Iteration 23Q: 3 clusters Score -4252032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4252058.500000 Penalty: 5230.919922
	Iteration 24Q: 3 clusters Score -4252058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4252065.500000 Penalty: 5230.919922
	Iteration 25Q: 3 clusters Score -4252066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4252065.500000 Penalty: 5230.919922
	Iteration 26Q: 3 clusters Score -4252066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4252067.500000 Penalty: 5230.919922
	Iteration 27Q: 3 clusters Score -4252068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4252070.000000 Penalty: 5230.919922
	Iteration 28Q: 3 clusters Score -4252070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4252069.000000 Penalty: 5230.919922
	Iteration 29Q: 3 clusters Score -4252069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4252068.000000 Penalty: 5230.919922
	Iteration 30Q: 3 clusters Score -4252068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4252068.000000 Penalty: 5230.919922
	Iteration 31F: 3 clusters Score -4252068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Entering Unmasked Estep 
Score: -2259837.500000 Penalty: 2465.982422
	Iteration 0F: 2 clusters Score -2259838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2245232.750000 Penalty: 4931.964844
	Iteration 0F: 3 clusters Score -2245233 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2250313.750000 Penalty: 4931.964844
	Iteration 1F: 3 clusters Score -2250314 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2250892.500000 Penalty: 4931.964844
	Iteration 2F: 3 clusters Score -2250892 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2251462.250000 Penalty: 4931.964844
	Iteration 3F: 3 clusters Score -2251462 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2252108.000000 Penalty: 4931.964844
	Iteration 4F: 3 clusters Score -2252108 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2252883.750000 Penalty: 4931.964844
	Iteration 5F: 3 clusters Score -2252884 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2253744.000000 Penalty: 4931.964844
	Iteration 6F: 3 clusters Score -2253744 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2254627.000000 Penalty: 4931.964844
	Iteration 7F: 3 clusters Score -2254627 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2255336.500000 Penalty: 4931.964844
	Iteration 8F: 3 clusters Score -2255336 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2255902.500000 Penalty: 4931.964844
	Iteration 9Q: 3 clusters Score -2255902 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2256406.500000 Penalty: 4931.964844
	Iteration 10Q: 3 clusters Score -2256406 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2256771.000000 Penalty: 4931.964844
	Iteration 11Q: 3 clusters Score -2256771 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2257002.750000 Penalty: 4931.964844
	Iteration 12Q: 3 clusters Score -2257003 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2257140.500000 Penalty: 4931.964844
	Iteration 13Q: 3 clusters Score -2257140 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2257220.250000 Penalty: 4931.964844
	Iteration 14Q: 3 clusters Score -2257220 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2257289.000000 Penalty: 4931.964844
	Iteration 15Q: 3 clusters Score -2257289 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2257335.750000 Penalty: 4931.964844
	Iteration 16Q: 3 clusters Score -2257336 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2257366.500000 Penalty: 4931.964844
	Iteration 17Q: 3 clusters Score -2257366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2257405.500000 Penalty: 4931.964844
	Iteration 18Q: 3 clusters Score -2257406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2257423.000000 Penalty: 4931.964844
	Iteration 19Q: 3 clusters Score -2257423 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2257446.500000 Penalty: 4931.964844
	Iteration 20F: 3 clusters Score -2257446 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2257462.500000 Penalty: 4931.964844
	Iteration 21Q: 3 clusters Score -2257462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2257467.250000 Penalty: 4931.964844
	Iteration 22Q: 3 clusters Score -2257467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2257489.000000 Penalty: 4931.964844
	Iteration 23Q: 3 clusters Score -2257489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2257499.250000 Penalty: 4931.964844
	Iteration 24Q: 3 clusters Score -2257499 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2257508.750000 Penalty: 4931.964844
	Iteration 25Q: 3 clusters Score -2257509 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2257521.500000 Penalty: 4931.964844
	Iteration 26Q: 3 clusters Score -2257522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2257534.000000 Penalty: 4931.964844
	Iteration 27Q: 3 clusters Score -2257534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2257545.750000 Penalty: 4931.964844
	Iteration 28Q: 3 clusters Score -2257546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2257552.500000 Penalty: 4931.964844
	Iteration 29Q: 3 clusters Score -2257552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2257566.750000 Penalty: 4931.964844
	Iteration 30Q: 3 clusters Score -2257567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2257574.250000 Penalty: 4931.964844
	Iteration 31Q: 3 clusters Score -2257574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2257582.500000 Penalty: 4931.964844
	Iteration 32Q: 3 clusters Score -2257582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2257586.250000 Penalty: 4931.964844
	Iteration 33Q: 3 clusters Score -2257586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2257596.750000 Penalty: 4931.964844
	Iteration 34Q: 3 clusters Score -2257597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2257598.250000 Penalty: 4931.964844
	Iteration 35Q: 3 clusters Score -2257598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2257603.250000 Penalty: 4931.964844
	Iteration 36Q: 3 clusters Score -2257603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2257605.250000 Penalty: 4931.964844
	Iteration 37Q: 3 clusters Score -2257605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2257615.000000 Penalty: 4931.964844
	Iteration 38Q: 3 clusters Score -2257615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2257616.500000 Penalty: 4931.964844
	Iteration 39Q: 3 clusters Score -2257616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2257625.000000 Penalty: 4931.964844
	Iteration 40F: 3 clusters Score -2257625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2257627.000000 Penalty: 4931.964844
	Iteration 41Q: 3 clusters Score -2257627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2257630.250000 Penalty: 4931.964844
	Iteration 42Q: 3 clusters Score -2257630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2257633.500000 Penalty: 4931.964844
	Iteration 43Q: 3 clusters Score -2257634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2257637.250000 Penalty: 4931.964844
	Iteration 44Q: 3 clusters Score -2257637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2257643.250000 Penalty: 4931.964844
	Iteration 45Q: 3 clusters Score -2257643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2257648.000000 Penalty: 4931.964844
	Iteration 46Q: 3 clusters Score -2257648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2257648.750000 Penalty: 4931.964844
	Iteration 47Q: 3 clusters Score -2257649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2257659.250000 Penalty: 4931.964844
	Iteration 48Q: 3 clusters Score -2257659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2257661.750000 Penalty: 4931.964844
	Iteration 49Q: 3 clusters Score -2257662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2257657.250000 Penalty: 4931.964844
	Iteration 50Q: 3 clusters Score -2257657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2257668.250000 Penalty: 4931.964844
	Iteration 51Q: 3 clusters Score -2257668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2257663.750000 Penalty: 4931.964844
	Iteration 52Q: 3 clusters Score -2257664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2257670.750000 Penalty: 4931.964844
	Iteration 53Q: 3 clusters Score -2257671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2257670.750000 Penalty: 4931.964844
	Iteration 54Q: 3 clusters Score -2257671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2257673.750000 Penalty: 4931.964844
	Iteration 55Q: 3 clusters Score -2257674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2257675.250000 Penalty: 4931.964844
	Iteration 56Q: 3 clusters Score -2257675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2257683.000000 Penalty: 4931.964844
	Iteration 57Q: 3 clusters Score -2257683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2257681.500000 Penalty: 4931.964844
	Iteration 58Q: 3 clusters Score -2257682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2257680.250000 Penalty: 4931.964844
	Iteration 59Q: 3 clusters Score -2257680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2257677.000000 Penalty: 4931.964844
	Iteration 60F: 3 clusters Score -2257677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2257678.500000 Penalty: 4931.964844
	Iteration 61Q: 3 clusters Score -2257678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2257676.250000 Penalty: 4931.964844
	Iteration 62Q: 3 clusters Score -2257676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2257676.250000 Penalty: 4931.964844
	Iteration 63Q: 3 clusters Score -2257676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2257678.000000 Penalty: 4931.964844
	Iteration 64Q: 3 clusters Score -2257678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2257676.000000 Penalty: 4931.964844
	Iteration 65Q: 3 clusters Score -2257676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2257678.500000 Penalty: 4931.964844
	Iteration 66Q: 3 clusters Score -2257678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2257679.750000 Penalty: 4931.964844
	Iteration 67Q: 3 clusters Score -2257680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2257676.750000 Penalty: 4931.964844
	Iteration 68Q: 3 clusters Score -2257677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2257682.000000 Penalty: 4931.964844
	Iteration 69Q: 3 clusters Score -2257682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2257677.500000 Penalty: 4931.964844
	Iteration 70Q: 3 clusters Score -2257678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2257678.000000 Penalty: 4931.964844
	Iteration 71Q: 3 clusters Score -2257678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2257680.000000 Penalty: 4931.964844
	Iteration 72Q: 3 clusters Score -2257680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2257680.250000 Penalty: 4931.964844
	Iteration 73Q: 3 clusters Score -2257680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2257682.250000 Penalty: 4931.964844
	Iteration 74Q: 3 clusters Score -2257682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2257682.250000 Penalty: 4931.964844
	Iteration 75F: 3 clusters Score -2257682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -654619.625000 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -654619.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -649257.125000 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -649257.1 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -650648.875000 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -650648.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -650923.125000 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -650923.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -651122.187500 Penalty: 4343.080078
	Iteration 3F: 3 clusters Score -651122.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -651295.875000 Penalty: 4343.080078
	Iteration 4Q: 3 clusters Score -651295.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -651448.625000 Penalty: 4343.080078
	Iteration 5Q: 3 clusters Score -651448.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -651572.687500 Penalty: 4343.080078
	Iteration 6Q: 3 clusters Score -651572.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -651666.125000 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -651666.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -651751.687500 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -651751.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -651824.375000 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -651824.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -651877.750000 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -651877.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -651915.812500 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -651915.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -651951.500000 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -651951.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -651987.875000 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -651987.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -652016.125000 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -652016.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -652041.125000 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -652041.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -652072.187500 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -652072.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -652104.000000 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -652104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -652137.625000 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -652137.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -652173.187500 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -652173.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -652212.250000 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -652212.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -652253.687500 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -652253.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -652297.312500 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -652297.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -652336.187500 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -652336.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -652378.125000 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -652378.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -652423.437500 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -652423.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -652467.375000 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -652467.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -652501.812500 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -652501.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -652536.500000 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -652536.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -652577.375000 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -652577.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -652609.812500 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -652609.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -652639.062500 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -652639.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -652668.687500 Penalty: 4343.080078
	Iteration 32Q: 3 clusters Score -652668.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -652703.187500 Penalty: 4343.080078
	Iteration 33Q: 3 clusters Score -652703.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -652722.875000 Penalty: 4343.080078
	Iteration 34Q: 3 clusters Score -652722.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -652743.000000 Penalty: 4343.080078
	Iteration 35Q: 3 clusters Score -652743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -652763.812500 Penalty: 4343.080078
	Iteration 36Q: 3 clusters Score -652763.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -652789.937500 Penalty: 4343.080078
	Iteration 37Q: 3 clusters Score -652789.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -652822.062500 Penalty: 4343.080078
	Iteration 38Q: 3 clusters Score -652822.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -652852.562500 Penalty: 4343.080078
	Iteration 39Q: 3 clusters Score -652852.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -652874.875000 Penalty: 4343.080078
	Iteration 40F: 3 clusters Score -652874.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -652907.375000 Penalty: 4343.080078
	Iteration 41Q: 3 clusters Score -652907.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -652938.500000 Penalty: 4343.080078
	Iteration 42Q: 3 clusters Score -652938.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -652962.562500 Penalty: 4343.080078
	Iteration 43Q: 3 clusters Score -652962.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -652974.687500 Penalty: 4343.080078
	Iteration 44Q: 3 clusters Score -652974.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -652990.500000 Penalty: 4343.080078
	Iteration 45Q: 3 clusters Score -652990.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -653002.000000 Penalty: 4343.080078
	Iteration 46Q: 3 clusters Score -653002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -653009.562500 Penalty: 4343.080078
	Iteration 47Q: 3 clusters Score -653009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -653013.375000 Penalty: 4343.080078
	Iteration 48Q: 3 clusters Score -653013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -653020.875000 Penalty: 4343.080078
	Iteration 49Q: 3 clusters Score -653020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -653024.625000 Penalty: 4343.080078
	Iteration 50Q: 3 clusters Score -653024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -653026.437500 Penalty: 4343.080078
	Iteration 51Q: 3 clusters Score -653026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -653027.375000 Penalty: 4343.080078
	Iteration 52Q: 3 clusters Score -653027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -653028.187500 Penalty: 4343.080078
	Iteration 53Q: 3 clusters Score -653028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -653027.125000 Penalty: 4343.080078
	Iteration 54Q: 3 clusters Score -653027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -653028.500000 Penalty: 4343.080078
	Iteration 55Q: 3 clusters Score -653028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -653030.875000 Penalty: 4343.080078
	Iteration 56Q: 3 clusters Score -653030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -653031.062500 Penalty: 4343.080078
	Iteration 57Q: 3 clusters Score -653031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -653030.812500 Penalty: 4343.080078
	Iteration 58Q: 3 clusters Score -653030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -653040.750000 Penalty: 4343.080078
	Iteration 59F: 3 clusters Score -653040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -653054.562500 Penalty: 4343.080078
	Iteration 60F: 3 clusters Score -653054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -653078.250000 Penalty: 4343.080078
	Iteration 61Q: 3 clusters Score -653078.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -653095.375000 Penalty: 4343.080078
	Iteration 62Q: 3 clusters Score -653095.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -653105.625000 Penalty: 4343.080078
	Iteration 63Q: 3 clusters Score -653105.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -653115.500000 Penalty: 4343.080078
	Iteration 64Q: 3 clusters Score -653115.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -653120.875000 Penalty: 4343.080078
	Iteration 65Q: 3 clusters Score -653120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -653124.562500 Penalty: 4343.080078
	Iteration 66Q: 3 clusters Score -653124.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -653134.000000 Penalty: 4343.080078
	Iteration 67Q: 3 clusters Score -653134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -653143.500000 Penalty: 4343.080078
	Iteration 68Q: 3 clusters Score -653143.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -653151.625000 Penalty: 4343.080078
	Iteration 69Q: 3 clusters Score -653151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -653159.937500 Penalty: 4343.080078
	Iteration 70Q: 3 clusters Score -653159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -653163.937500 Penalty: 4343.080078
	Iteration 71Q: 3 clusters Score -653163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -653171.250000 Penalty: 4343.080078
	Iteration 72Q: 3 clusters Score -653171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -653175.875000 Penalty: 4343.080078
	Iteration 73Q: 3 clusters Score -653175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -653178.437500 Penalty: 4343.080078
	Iteration 74Q: 3 clusters Score -653178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -653178.062500 Penalty: 4343.080078
	Iteration 75Q: 3 clusters Score -653178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -653181.312500 Penalty: 4343.080078
	Iteration 76Q: 3 clusters Score -653181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -653181.750000 Penalty: 4343.080078
	Iteration 77Q: 3 clusters Score -653181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -653184.000000 Penalty: 4343.080078
	Iteration 78Q: 3 clusters Score -653184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -653185.000000 Penalty: 4343.080078
	Iteration 79Q: 3 clusters Score -653185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -653185.000000 Penalty: 4343.080078
	Iteration 80F: 3 clusters Score -653185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Entering Unmasked Estep 
Score: -4277543.500000 Penalty: 2612.461914
	Iteration 0F: 2 clusters Score -4277544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4252052.500000 Penalty: 5224.923828
	Iteration 0F: 3 clusters Score -4252052 nChanged 17192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4261366.500000 Penalty: 5224.923828
	Iteration 1F: 3 clusters Score -4261366 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4261938.000000 Penalty: 5224.923828
	Iteration 2Q: 3 clusters Score -4261938 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4262527.000000 Penalty: 5224.923828
	Iteration 3Q: 3 clusters Score -4262527 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4263155.500000 Penalty: 5224.923828
	Iteration 4Q: 3 clusters Score -4263156 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -4263856.000000 Penalty: 5224.923828
	Iteration 5Q: 3 clusters Score -4263856 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4264857.000000 Penalty: 5224.923828
	Iteration 6F: 3 clusters Score -4264857 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4266206.000000 Penalty: 5224.923828
	Iteration 7F: 3 clusters Score -4266206 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4267915.500000 Penalty: 5224.923828
	Iteration 8F: 3 clusters Score -4267916 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4269699.500000 Penalty: 5224.923828
	Iteration 9F: 3 clusters Score -4269700 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4271384.500000 Penalty: 5224.923828
	Iteration 10F: 3 clusters Score -4271384 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4272742.000000 Penalty: 5224.923828
	Iteration 11Q: 3 clusters Score -4272742 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4273709.000000 Penalty: 5224.923828
	Iteration 12Q: 3 clusters Score -4273709 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4274375.500000 Penalty: 5224.923828
	Iteration 13Q: 3 clusters Score -4274376 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4274723.500000 Penalty: 5224.923828
	Iteration 14Q: 3 clusters Score -4274724 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4274946.500000 Penalty: 5224.923828
	Iteration 15Q: 3 clusters Score -4274946 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4275092.500000 Penalty: 5224.923828
	Iteration 16Q: 3 clusters Score -4275092 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4275176.000000 Penalty: 5224.923828
	Iteration 17Q: 3 clusters Score -4275176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4275234.500000 Penalty: 5224.923828
	Iteration 18Q: 3 clusters Score -4275234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4275289.500000 Penalty: 5224.923828
	Iteration 19Q: 3 clusters Score -4275290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4275321.000000 Penalty: 5224.923828
	Iteration 20F: 3 clusters Score -4275321 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4275354.500000 Penalty: 5224.923828
	Iteration 21Q: 3 clusters Score -4275354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4275387.500000 Penalty: 5224.923828
	Iteration 22Q: 3 clusters Score -4275388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4275385.000000 Penalty: 5224.923828
	Iteration 23Q: 3 clusters Score -4275385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4275403.000000 Penalty: 5224.923828
	Iteration 24Q: 3 clusters Score -4275403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4275411.500000 Penalty: 5224.923828
	Iteration 25Q: 3 clusters Score -4275412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4275420.500000 Penalty: 5224.923828
	Iteration 26Q: 3 clusters Score -4275420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4275436.500000 Penalty: 5224.923828
	Iteration 27Q: 3 clusters Score -4275436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4275450.500000 Penalty: 5224.923828
	Iteration 28Q: 3 clusters Score -4275450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4275455.000000 Penalty: 5224.923828
	Iteration 29Q: 3 clusters Score -4275455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4275470.000000 Penalty: 5224.923828
	Iteration 30Q: 3 clusters Score -4275470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4275466.000000 Penalty: 5224.923828
	Iteration 31Q: 3 clusters Score -4275466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4275470.000000 Penalty: 5224.923828
	Iteration 32Q: 3 clusters Score -4275470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4275470.000000 Penalty: 5224.923828
	Iteration 33Q: 3 clusters Score -4275470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4275474.000000 Penalty: 5224.923828
	Iteration 34Q: 3 clusters Score -4275474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4275472.000000 Penalty: 5224.923828
	Iteration 35Q: 3 clusters Score -4275472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4275476.000000 Penalty: 5224.923828
	Iteration 36Q: 3 clusters Score -4275476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4275486.000000 Penalty: 5224.923828
	Iteration 37Q: 3 clusters Score -4275486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4275483.000000 Penalty: 5224.923828
	Iteration 38Q: 3 clusters Score -4275483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4275486.500000 Penalty: 5224.923828
	Iteration 39Q: 3 clusters Score -4275486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4275489.500000 Penalty: 5224.923828
	Iteration 40F: 3 clusters Score -4275490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4275488.000000 Penalty: 5224.923828
	Iteration 41Q: 3 clusters Score -4275488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4275491.000000 Penalty: 5224.923828
	Iteration 42Q: 3 clusters Score -4275491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4275493.000000 Penalty: 5224.923828
	Iteration 43Q: 3 clusters Score -4275493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4275511.000000 Penalty: 5224.923828
	Iteration 44Q: 3 clusters Score -4275511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4275508.500000 Penalty: 5224.923828
	Iteration 45Q: 3 clusters Score -4275508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4275513.000000 Penalty: 5224.923828
	Iteration 46Q: 3 clusters Score -4275513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4275516.000000 Penalty: 5224.923828
	Iteration 47Q: 3 clusters Score -4275516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4275520.000000 Penalty: 5224.923828
	Iteration 48Q: 3 clusters Score -4275520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4275518.000000 Penalty: 5224.923828
	Iteration 49Q: 3 clusters Score -4275518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4275517.000000 Penalty: 5224.923828
	Iteration 50Q: 3 clusters Score -4275517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4275517.500000 Penalty: 5224.923828
	Iteration 51Q: 3 clusters Score -4275518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4275514.500000 Penalty: 5224.923828
	Iteration 52Q: 3 clusters Score -4275514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4275519.000000 Penalty: 5224.923828
	Iteration 53Q: 3 clusters Score -4275519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4275522.500000 Penalty: 5224.923828
	Iteration 54Q: 3 clusters Score -4275522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4275518.500000 Penalty: 5224.923828
	Iteration 55Q: 3 clusters Score -4275518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4275516.000000 Penalty: 5224.923828
	Iteration 56Q: 3 clusters Score -4275516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4275519.000000 Penalty: 5224.923828
	Iteration 57Q: 3 clusters Score -4275519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4275526.500000 Penalty: 5224.923828
	Iteration 58Q: 3 clusters Score -4275526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4275530.500000 Penalty: 5224.923828
	Iteration 59Q: 3 clusters Score -4275530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4275530.000000 Penalty: 5224.923828
	Iteration 60F: 3 clusters Score -4275530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4275532.000000 Penalty: 5224.923828
	Iteration 61Q: 3 clusters Score -4275532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4275535.000000 Penalty: 5224.923828
	Iteration 62Q: 3 clusters Score -4275535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4275540.000000 Penalty: 5224.923828
	Iteration 63Q: 3 clusters Score -4275540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4275537.000000 Penalty: 5224.923828
	Iteration 64Q: 3 clusters Score -4275537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4275539.000000 Penalty: 5224.923828
	Iteration 65Q: 3 clusters Score -4275539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4275539.500000 Penalty: 5224.923828
	Iteration 66Q: 3 clusters Score -4275540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4275536.500000 Penalty: 5224.923828
	Iteration 67Q: 3 clusters Score -4275536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4275536.500000 Penalty: 5224.923828
	Iteration 68F: 3 clusters Score -4275536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -50130.105469 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -50130.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48693.019531 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -48693.02 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49012.148438 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -49012.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49225.363281 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -49225.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49411.867188 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -49411.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49552.703125 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -49552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -49639.164062 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -49639.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49670.039062 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -49670.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49680.582031 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -49680.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49683.953125 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -49683.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49693.753906 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -49693.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49696.718750 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -49696.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49699.593750 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -49699.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49699.593750 Penalty: 3107.589355
	Iteration 12F: 3 clusters Score -49699.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Entering Unmasked Estep 
Score: -1527990.375000 Penalty: 2358.461670
	Iteration 0F: 2 clusters Score -1527990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1518074.375000 Penalty: 4716.923340
	Iteration 0F: 3 clusters Score -1518074 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1521353.250000 Penalty: 4716.923340
	Iteration 1F: 3 clusters Score -1521353 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1522103.625000 Penalty: 4716.923340
	Iteration 2F: 3 clusters Score -1522104 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1522888.875000 Penalty: 4716.923340
	Iteration 3F: 3 clusters Score -1522889 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1523666.875000 Penalty: 4716.923340
	Iteration 4F: 3 clusters Score -1523667 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1524455.750000 Penalty: 4716.923340
	Iteration 5F: 3 clusters Score -1524456 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1525091.625000 Penalty: 4716.923340
	Iteration 6F: 3 clusters Score -1525092 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1525593.375000 Penalty: 4716.923340
	Iteration 7F: 3 clusters Score -1525593 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1525910.625000 Penalty: 4716.923340
	Iteration 8Q: 3 clusters Score -1525911 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1526115.000000 Penalty: 4716.923340
	Iteration 9Q: 3 clusters Score -1526115 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1526242.875000 Penalty: 4716.923340
	Iteration 10Q: 3 clusters Score -1526243 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1526351.625000 Penalty: 4716.923340
	Iteration 11Q: 3 clusters Score -1526352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1526456.875000 Penalty: 4716.923340
	Iteration 12Q: 3 clusters Score -1526457 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1526558.875000 Penalty: 4716.923340
	Iteration 13Q: 3 clusters Score -1526559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1526611.625000 Penalty: 4716.923340
	Iteration 14Q: 3 clusters Score -1526612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1526652.500000 Penalty: 4716.923340
	Iteration 15Q: 3 clusters Score -1526652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1526668.000000 Penalty: 4716.923340
	Iteration 16Q: 3 clusters Score -1526668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1526682.250000 Penalty: 4716.923340
	Iteration 17Q: 3 clusters Score -1526682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1526698.000000 Penalty: 4716.923340
	Iteration 18Q: 3 clusters Score -1526698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1526712.250000 Penalty: 4716.923340
	Iteration 19Q: 3 clusters Score -1526712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1526728.625000 Penalty: 4716.923340
	Iteration 20F: 3 clusters Score -1526729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1526745.125000 Penalty: 4716.923340
	Iteration 21Q: 3 clusters Score -1526745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1526759.750000 Penalty: 4716.923340
	Iteration 22Q: 3 clusters Score -1526760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1526765.500000 Penalty: 4716.923340
	Iteration 23Q: 3 clusters Score -1526766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1526774.250000 Penalty: 4716.923340
	Iteration 24Q: 3 clusters Score -1526774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1526781.625000 Penalty: 4716.923340
	Iteration 25Q: 3 clusters Score -1526782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1526788.125000 Penalty: 4716.923340
	Iteration 26Q: 3 clusters Score -1526788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1526792.375000 Penalty: 4716.923340
	Iteration 27Q: 3 clusters Score -1526792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1526797.375000 Penalty: 4716.923340
	Iteration 28Q: 3 clusters Score -1526797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1526800.250000 Penalty: 4716.923340
	Iteration 29Q: 3 clusters Score -1526800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1526802.250000 Penalty: 4716.923340
	Iteration 30Q: 3 clusters Score -1526802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1526808.375000 Penalty: 4716.923340
	Iteration 31Q: 3 clusters Score -1526808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1526809.875000 Penalty: 4716.923340
	Iteration 32Q: 3 clusters Score -1526810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1526811.625000 Penalty: 4716.923340
	Iteration 33Q: 3 clusters Score -1526812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1526814.375000 Penalty: 4716.923340
	Iteration 34Q: 3 clusters Score -1526814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1526817.375000 Penalty: 4716.923340
	Iteration 35Q: 3 clusters Score -1526817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1526815.625000 Penalty: 4716.923340
	Iteration 36Q: 3 clusters Score -1526816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1526816.875000 Penalty: 4716.923340
	Iteration 37Q: 3 clusters Score -1526817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1526815.750000 Penalty: 4716.923340
	Iteration 38Q: 3 clusters Score -1526816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1526814.875000 Penalty: 4716.923340
	Iteration 39Q: 3 clusters Score -1526815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1526813.125000 Penalty: 4716.923340
	Iteration 40F: 3 clusters Score -1526813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1526817.000000 Penalty: 4716.923340
	Iteration 41Q: 3 clusters Score -1526817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1526818.375000 Penalty: 4716.923340
	Iteration 42Q: 3 clusters Score -1526818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1526817.375000 Penalty: 4716.923340
	Iteration 43Q: 3 clusters Score -1526817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1526817.375000 Penalty: 4716.923340
	Iteration 44F: 3 clusters Score -1526817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -102944.140625 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -102944.1 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 494 members 
Entering Unmasked Estep 
Score: -101023.671875 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -101023.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101302.187500 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -101302.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101370.296875 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -101370.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101415.515625 Penalty: 3424.258545
	Iteration 3Q: 3 clusters Score -101415.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101452.695312 Penalty: 3424.258545
	Iteration 4Q: 3 clusters Score -101452.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101505.953125 Penalty: 3424.258545
	Iteration 5Q: 3 clusters Score -101506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101571.578125 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -101571.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101674.554688 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -101674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101785.875000 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -101785.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101953.804688 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -101953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102274.562500 Penalty: 3424.258545
	Iteration 10Q: 3 clusters Score -102274.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102481.125000 Penalty: 3424.258545
	Iteration 11F: 3 clusters Score -102481.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102556.085938 Penalty: 3424.258545
	Iteration 12Q: 3 clusters Score -102556.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102620.515625 Penalty: 3424.258545
	Iteration 13Q: 3 clusters Score -102620.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -102692.257812 Penalty: 3424.258545
	Iteration 14Q: 3 clusters Score -102692.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -102744.929688 Penalty: 3424.258545
	Iteration 15Q: 3 clusters Score -102744.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -102775.757812 Penalty: 3424.258545
	Iteration 16Q: 3 clusters Score -102775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -102795.640625 Penalty: 3424.258545
	Iteration 17Q: 3 clusters Score -102795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -102805.492188 Penalty: 3424.258545
	Iteration 18Q: 3 clusters Score -102805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -102812.890625 Penalty: 3424.258545
	Iteration 19Q: 3 clusters Score -102812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -102817.187500 Penalty: 3424.258545
	Iteration 20F: 3 clusters Score -102817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -102823.531250 Penalty: 3424.258545
	Iteration 21Q: 3 clusters Score -102823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102831.007812 Penalty: 3424.258545
	Iteration 22Q: 3 clusters Score -102831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -102844.445312 Penalty: 3424.258545
	Iteration 23Q: 3 clusters Score -102844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102856.218750 Penalty: 3424.258545
	Iteration 24Q: 3 clusters Score -102856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102868.875000 Penalty: 3424.258545
	Iteration 25Q: 3 clusters Score -102868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -102869.867188 Penalty: 3424.258545
	Iteration 26Q: 3 clusters Score -102869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -102869.867188 Penalty: 3424.258545
	Iteration 27F: 3 clusters Score -102869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Entering Unmasked Estep 
Score: -4710830.000000 Penalty: 2638.097168
	Iteration 0F: 2 clusters Score -4710830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4682562.500000 Penalty: 5276.194336
	Iteration 0F: 3 clusters Score -4682562 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4693092.000000 Penalty: 5276.194336
	Iteration 1F: 3 clusters Score -4693092 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -4693567.500000 Penalty: 5276.194336
	Iteration 2Q: 3 clusters Score -4693568 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4694056.500000 Penalty: 5276.194336
	Iteration 3Q: 3 clusters Score -4694056 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4694589.000000 Penalty: 5276.194336
	Iteration 4Q: 3 clusters Score -4694589 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4695203.500000 Penalty: 5276.194336
	Iteration 5Q: 3 clusters Score -4695204 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -4696083.000000 Penalty: 5276.194336
	Iteration 6Q: 3 clusters Score -4696083 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4697330.000000 Penalty: 5276.194336
	Iteration 7F: 3 clusters Score -4697330 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4699053.000000 Penalty: 5276.194336
	Iteration 8F: 3 clusters Score -4699053 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4701380.000000 Penalty: 5276.194336
	Iteration 9F: 3 clusters Score -4701380 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4703784.000000 Penalty: 5276.194336
	Iteration 10F: 3 clusters Score -4703784 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4705733.500000 Penalty: 5276.194336
	Iteration 11F: 3 clusters Score -4705734 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -4706987.000000 Penalty: 5276.194336
	Iteration 12Q: 3 clusters Score -4706987 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4707726.000000 Penalty: 5276.194336
	Iteration 13Q: 3 clusters Score -4707726 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -4708279.000000 Penalty: 5276.194336
	Iteration 14Q: 3 clusters Score -4708279 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -4708612.000000 Penalty: 5276.194336
	Iteration 15Q: 3 clusters Score -4708612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -4708757.000000 Penalty: 5276.194336
	Iteration 16Q: 3 clusters Score -4708757 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4708876.000000 Penalty: 5276.194336
	Iteration 17Q: 3 clusters Score -4708876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4708954.000000 Penalty: 5276.194336
	Iteration 18Q: 3 clusters Score -4708954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4708983.000000 Penalty: 5276.194336
	Iteration 19Q: 3 clusters Score -4708983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -4708998.000000 Penalty: 5276.194336
	Iteration 20F: 3 clusters Score -4708998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -4709012.500000 Penalty: 5276.194336
	Iteration 21Q: 3 clusters Score -4709012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -4709008.000000 Penalty: 5276.194336
	Iteration 22Q: 3 clusters Score -4709008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4709017.500000 Penalty: 5276.194336
	Iteration 23Q: 3 clusters Score -4709018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4709018.000000 Penalty: 5276.194336
	Iteration 24Q: 3 clusters Score -4709018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4709020.500000 Penalty: 5276.194336
	Iteration 25Q: 3 clusters Score -4709020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4709024.000000 Penalty: 5276.194336
	Iteration 26Q: 3 clusters Score -4709024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4709025.000000 Penalty: 5276.194336
	Iteration 27Q: 3 clusters Score -4709025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4709032.000000 Penalty: 5276.194336
	Iteration 28Q: 3 clusters Score -4709032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4709028.000000 Penalty: 5276.194336
	Iteration 29Q: 3 clusters Score -4709028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4709028.000000 Penalty: 5276.194336
	Iteration 30Q: 3 clusters Score -4709028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -4709033.500000 Penalty: 5276.194336
	Iteration 31Q: 3 clusters Score -4709034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4709037.500000 Penalty: 5276.194336
	Iteration 32Q: 3 clusters Score -4709038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4709045.500000 Penalty: 5276.194336
	Iteration 33Q: 3 clusters Score -4709046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -4709041.000000 Penalty: 5276.194336
	Iteration 34Q: 3 clusters Score -4709041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4709044.000000 Penalty: 5276.194336
	Iteration 35Q: 3 clusters Score -4709044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -4709047.500000 Penalty: 5276.194336
	Iteration 36Q: 3 clusters Score -4709048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4709046.500000 Penalty: 5276.194336
	Iteration 37Q: 3 clusters Score -4709046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4709049.000000 Penalty: 5276.194336
	Iteration 38Q: 3 clusters Score -4709049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -4709047.000000 Penalty: 5276.194336
	Iteration 39Q: 3 clusters Score -4709047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -4709043.500000 Penalty: 5276.194336
	Iteration 40F: 3 clusters Score -4709044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (255879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255879 members 
Entering Unmasked Estep 
Score: -28845016.000000 Penalty: 3088.210205
	Iteration 0F: 2 clusters Score -2.884502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127616 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -28689816.000000 Penalty: 6176.420410
	Iteration 0F: 3 clusters Score -2.868982e+07 nChanged 123463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120985 members 
Mstep: Class 2 contains 134894 members 
Entering Unmasked Estep 
Score: -28762812.000000 Penalty: 6176.420410
	Iteration 1F: 3 clusters Score -2.876281e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116938 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -28764104.000000 Penalty: 6176.420410
	Iteration 2Q: 3 clusters Score -2.87641e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -28766354.000000 Penalty: 6176.420410
	Iteration 3Q: 3 clusters Score -2.876635e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 154419 members 
Entering Unmasked Estep 
Score: -28770052.000000 Penalty: 6176.420410
	Iteration 4Q: 3 clusters Score -2.877005e+07 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 167849 members 
Entering Unmasked Estep 
Score: -28777074.000000 Penalty: 6176.420410
	Iteration 5F: 3 clusters Score -2.877707e+07 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 185963 members 
Entering Unmasked Estep 
Score: -28789792.000000 Penalty: 6176.420410
	Iteration 6F: 3 clusters Score -2.878979e+07 nChanged 21488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 207413 members 
Entering Unmasked Estep 
Score: -28808620.000000 Penalty: 6176.420410
	Iteration 7F: 3 clusters Score -2.880862e+07 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 227916 members 
Entering Unmasked Estep 
Score: -28825486.000000 Penalty: 6176.420410
	Iteration 8F: 3 clusters Score -2.882549e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 241829 members 
Entering Unmasked Estep 
Score: -28833706.000000 Penalty: 6176.420410
	Iteration 9F: 3 clusters Score -2.883371e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 249119 members 
Entering Unmasked Estep 
Score: -28838046.000000 Penalty: 6176.420410
	Iteration 10Q: 3 clusters Score -2.883805e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 252629 members 
Entering Unmasked Estep 
Score: -28840204.000000 Penalty: 6176.420410
	Iteration 11Q: 3 clusters Score -2.88402e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 254141 members 
Entering Unmasked Estep 
Score: -28841052.000000 Penalty: 6176.420410
	Iteration 12Q: 3 clusters Score -2.884105e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 254770 members 
Entering Unmasked Estep 
Score: -28841486.000000 Penalty: 6176.420410
	Iteration 13Q: 3 clusters Score -2.884149e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 255075 members 
Entering Unmasked Estep 
Score: -28841838.000000 Penalty: 6176.420410
	Iteration 14Q: 3 clusters Score -2.884184e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 255223 members 
Entering Unmasked Estep 
Score: -28841986.000000 Penalty: 6176.420410
	Iteration 15Q: 3 clusters Score -2.884199e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 255301 members 
Entering Unmasked Estep 
Score: -28842058.000000 Penalty: 6176.420410
	Iteration 16Q: 3 clusters Score -2.884206e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 255350 members 
Entering Unmasked Estep 
Score: -28842088.000000 Penalty: 6176.420410
	Iteration 17Q: 3 clusters Score -2.884209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 255381 members 
Entering Unmasked Estep 
Score: -28842116.000000 Penalty: 6176.420410
	Iteration 18Q: 3 clusters Score -2.884212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 255407 members 
Entering Unmasked Estep 
Score: -28842148.000000 Penalty: 6176.420410
	Iteration 19Q: 3 clusters Score -2.884215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 255419 members 
Entering Unmasked Estep 
Score: -28842186.000000 Penalty: 6176.420410
	Iteration 20F: 3 clusters Score -2.884219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 255429 members 
Entering Unmasked Estep 
Score: -28842206.000000 Penalty: 6176.420410
	Iteration 21Q: 3 clusters Score -2.884221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 255438 members 
Entering Unmasked Estep 
Score: -28842238.000000 Penalty: 6176.420410
	Iteration 22Q: 3 clusters Score -2.884224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 255446 members 
Entering Unmasked Estep 
Score: -28842260.000000 Penalty: 6176.420410
	Iteration 23Q: 3 clusters Score -2.884226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 255454 members 
Entering Unmasked Estep 
Score: -28842230.000000 Penalty: 6176.420410
	Iteration 24Q: 3 clusters Score -2.884223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 255458 members 
Entering Unmasked Estep 
Score: -28842244.000000 Penalty: 6176.420410
	Iteration 25Q: 3 clusters Score -2.884224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 255457 members 
Entering Unmasked Estep 
Score: -28842264.000000 Penalty: 6176.420410
	Iteration 26Q: 3 clusters Score -2.884226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 255458 members 
Entering Unmasked Estep 
Score: -28842262.000000 Penalty: 6176.420410
	Iteration 27Q: 3 clusters Score -2.884226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 255460 members 
Entering Unmasked Estep 
Score: -28842256.000000 Penalty: 6176.420410
	Iteration 28Q: 3 clusters Score -2.884226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 255462 members 
Entering Unmasked Estep 
Score: -28842278.000000 Penalty: 6176.420410
	Iteration 29Q: 3 clusters Score -2.884228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 255464 members 
Entering Unmasked Estep 
Score: -28842272.000000 Penalty: 6176.420410
	Iteration 30Q: 3 clusters Score -2.884227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 255464 members 
Entering Unmasked Estep 
Score: -28842272.000000 Penalty: 6176.420410
	Iteration 31F: 3 clusters Score -2.884227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Entering Unmasked Estep 
Score: -3528292.000000 Penalty: 2564.415771
	Iteration 0F: 2 clusters Score -3528292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3507075.750000 Penalty: 5128.831543
	Iteration 0F: 3 clusters Score -3507076 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3514857.750000 Penalty: 5128.831543
	Iteration 1F: 3 clusters Score -3514858 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3515567.750000 Penalty: 5128.831543
	Iteration 2F: 3 clusters Score -3515568 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3516461.250000 Penalty: 5128.831543
	Iteration 3F: 3 clusters Score -3516461 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3517678.750000 Penalty: 5128.831543
	Iteration 4F: 3 clusters Score -3517679 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3519184.000000 Penalty: 5128.831543
	Iteration 5F: 3 clusters Score -3519184 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3520936.750000 Penalty: 5128.831543
	Iteration 6F: 3 clusters Score -3520937 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3522513.500000 Penalty: 5128.831543
	Iteration 7F: 3 clusters Score -3522514 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3523705.250000 Penalty: 5128.831543
	Iteration 8F: 3 clusters Score -3523705 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3524280.250000 Penalty: 5128.831543
	Iteration 9Q: 3 clusters Score -3524280 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3524583 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3524747.500000 Penalty: 5128.831543
	Iteration 11Q: 3 clusters Score -3524748 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3524905.250000 Penalty: 5128.831543
	Iteration 12Q: 3 clusters Score -3524905 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3525031.500000 Penalty: 5128.831543
	Iteration 13Q: 3 clusters Score -3525032 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3525134.500000 Penalty: 5128.831543
	Iteration 14Q: 3 clusters Score -3525134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3525250.250000 Penalty: 5128.831543
	Iteration 15Q: 3 clusters Score -3525250 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3525315.500000 Penalty: 5128.831543
	Iteration 16Q: 3 clusters Score -3525316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3525389.750000 Penalty: 5128.831543
	Iteration 17Q: 3 clusters Score -3525390 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3525460.000000 Penalty: 5128.831543
	Iteration 18Q: 3 clusters Score -3525460 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3525524.500000 Penalty: 5128.831543
	Iteration 19Q: 3 clusters Score -3525524 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3525561.500000 Penalty: 5128.831543
	Iteration 20F: 3 clusters Score -3525562 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3525606.000000 Penalty: 5128.831543
	Iteration 21Q: 3 clusters Score -3525606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3525647.750000 Penalty: 5128.831543
	Iteration 22Q: 3 clusters Score -3525648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3525660.500000 Penalty: 5128.831543
	Iteration 23Q: 3 clusters Score -3525660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3525690.500000 Penalty: 5128.831543
	Iteration 24Q: 3 clusters Score -3525690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3525709.000000 Penalty: 5128.831543
	Iteration 25Q: 3 clusters Score -3525709 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3525755.500000 Penalty: 5128.831543
	Iteration 26Q: 3 clusters Score -3525756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3525788.250000 Penalty: 5128.831543
	Iteration 27Q: 3 clusters Score -3525788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3525810.000000 Penalty: 5128.831543
	Iteration 28Q: 3 clusters Score -3525810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3525854.250000 Penalty: 5128.831543
	Iteration 29Q: 3 clusters Score -3525854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3525887.500000 Penalty: 5128.831543
	Iteration 30Q: 3 clusters Score -3525888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3525911.500000 Penalty: 5128.831543
	Iteration 31Q: 3 clusters Score -3525912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3525922.500000 Penalty: 5128.831543
	Iteration 32Q: 3 clusters Score -3525922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3525938.750000 Penalty: 5128.831543
	Iteration 33Q: 3 clusters Score -3525939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3525965.250000 Penalty: 5128.831543
	Iteration 34Q: 3 clusters Score -3525965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3525973.500000 Penalty: 5128.831543
	Iteration 35Q: 3 clusters Score -3525974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3525986.500000 Penalty: 5128.831543
	Iteration 36Q: 3 clusters Score -3525986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3525997.750000 Penalty: 5128.831543
	Iteration 37Q: 3 clusters Score -3525998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3526010.500000 Penalty: 5128.831543
	Iteration 38Q: 3 clusters Score -3526010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3526025.250000 Penalty: 5128.831543
	Iteration 39Q: 3 clusters Score -3526025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3526042.250000 Penalty: 5128.831543
	Iteration 40F: 3 clusters Score -3526042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3526053.000000 Penalty: 5128.831543
	Iteration 41Q: 3 clusters Score -3526053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3526069.250000 Penalty: 5128.831543
	Iteration 42Q: 3 clusters Score -3526069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3526074.750000 Penalty: 5128.831543
	Iteration 43Q: 3 clusters Score -3526075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3526086.250000 Penalty: 5128.831543
	Iteration 44Q: 3 clusters Score -3526086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3526095.500000 Penalty: 5128.831543
	Iteration 45Q: 3 clusters Score -3526096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3526098.000000 Penalty: 5128.831543
	Iteration 46Q: 3 clusters Score -3526098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3526113.500000 Penalty: 5128.831543
	Iteration 47Q: 3 clusters Score -3526114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3526133.000000 Penalty: 5128.831543
	Iteration 48Q: 3 clusters Score -3526133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3526148.000000 Penalty: 5128.831543
	Iteration 49Q: 3 clusters Score -3526148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3526156.500000 Penalty: 5128.831543
	Iteration 50Q: 3 clusters Score -3526156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3526155.750000 Penalty: 5128.831543
	Iteration 51Q: 3 clusters Score -3526156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3526152.500000 Penalty: 5128.831543
	Iteration 52Q: 3 clusters Score -3526152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3526159.000000 Penalty: 5128.831543
	Iteration 53Q: 3 clusters Score -3526159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3526173.750000 Penalty: 5128.831543
	Iteration 54Q: 3 clusters Score -3526174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3526181.000000 Penalty: 5128.831543
	Iteration 55Q: 3 clusters Score -3526181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3526182.000000 Penalty: 5128.831543
	Iteration 56Q: 3 clusters Score -3526182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -3526192.250000 Penalty: 5128.831543
	Iteration 57Q: 3 clusters Score -3526192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3526205.000000 Penalty: 5128.831543
	Iteration 58Q: 3 clusters Score -3526205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3526212.750000 Penalty: 5128.831543
	Iteration 59Q: 3 clusters Score -3526213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3526222.250000 Penalty: 5128.831543
	Iteration 60F: 3 clusters Score -3526222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3526236.750000 Penalty: 5128.831543
	Iteration 61Q: 3 clusters Score -3526237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3526246.500000 Penalty: 5128.831543
	Iteration 62Q: 3 clusters Score -3526246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3526261.250000 Penalty: 5128.831543
	Iteration 63Q: 3 clusters Score -3526261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3526274.500000 Penalty: 5128.831543
	Iteration 64Q: 3 clusters Score -3526274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3526272.000000 Penalty: 5128.831543
	Iteration 65Q: 3 clusters Score -3526272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3526285.250000 Penalty: 5128.831543
	Iteration 66Q: 3 clusters Score -3526285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3526285.750000 Penalty: 5128.831543
	Iteration 67Q: 3 clusters Score -3526286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3526291.750000 Penalty: 5128.831543
	Iteration 68Q: 3 clusters Score -3526292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3526306.500000 Penalty: 5128.831543
	Iteration 69Q: 3 clusters Score -3526306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3526308.250000 Penalty: 5128.831543
	Iteration 70Q: 3 clusters Score -3526308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3526311.750000 Penalty: 5128.831543
	Iteration 71Q: 3 clusters Score -3526312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3526312.750000 Penalty: 5128.831543
	Iteration 72Q: 3 clusters Score -3526313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3526314.750000 Penalty: 5128.831543
	Iteration 73Q: 3 clusters Score -3526315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3526313.750000 Penalty: 5128.831543
	Iteration 74Q: 3 clusters Score -3526314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3526316.000000 Penalty: 5128.831543
	Iteration 75Q: 3 clusters Score -3526316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3526310.250000 Penalty: 5128.831543
	Iteration 76Q: 3 clusters Score -3526310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3526311.750000 Penalty: 5128.831543
	Iteration 77Q: 3 clusters Score -3526312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3526320.250000 Penalty: 5128.831543
	Iteration 78Q: 3 clusters Score -3526320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3526325.250000 Penalty: 5128.831543
	Iteration 79Q: 3 clusters Score -3526325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3526323.000000 Penalty: 5128.831543
	Iteration 80F: 3 clusters Score -3526323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3526324.750000 Penalty: 5128.831543
	Iteration 81Q: 3 clusters Score -3526325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3526320.250000 Penalty: 5128.831543
	Iteration 82Q: 3 clusters Score -3526320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3526327.000000 Penalty: 5128.831543
	Iteration 83Q: 3 clusters Score -3526327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3526326.500000 Penalty: 5128.831543
	Iteration 84Q: 3 clusters Score -3526326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3526335.000000 Penalty: 5128.831543
	Iteration 85Q: 3 clusters Score -3526335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3526334.500000 Penalty: 5128.831543
	Iteration 86Q: 3 clusters Score -3526334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3526335.000000 Penalty: 5128.831543
	Iteration 87Q: 3 clusters Score -3526335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3526333.500000 Penalty: 5128.831543
	Iteration 88Q: 3 clusters Score -3526334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3526333.500000 Penalty: 5128.831543
	Iteration 89Q: 3 clusters Score -3526334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3526336.750000 Penalty: 5128.831543
	Iteration 90Q: 3 clusters Score -3526337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3526333.250000 Penalty: 5128.831543
	Iteration 91Q: 3 clusters Score -3526333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3526342.250000 Penalty: 5128.831543
	Iteration 92Q: 3 clusters Score -3526342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3526340.250000 Penalty: 5128.831543
	Iteration 93Q: 3 clusters Score -3526340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3526341.250000 Penalty: 5128.831543
	Iteration 94Q: 3 clusters Score -3526341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3526338.250000 Penalty: 5128.831543
	Iteration 95Q: 3 clusters Score -3526338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3526342.250000 Penalty: 5128.831543
	Iteration 96Q: 3 clusters Score -3526342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3526341.000000 Penalty: 5128.831543
	Iteration 97Q: 3 clusters Score -3526341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3526340.000000 Penalty: 5128.831543
	Iteration 98Q: 3 clusters Score -3526340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3526340.000000 Penalty: 5128.831543
	Iteration 99F: 3 clusters Score -3526340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Entering Unmasked Estep 
Score: -6415258.500000 Penalty: 2714.136719
	Iteration 0F: 2 clusters Score -6415258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -6377205.500000 Penalty: 5428.273438
	Iteration 0F: 3 clusters Score -6377206 nChanged 26279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -6391721.000000 Penalty: 5428.273438
	Iteration 1F: 3 clusters Score -6391721 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -6392153.500000 Penalty: 5428.273438
	Iteration 2Q: 3 clusters Score -6392154 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -6392472.500000 Penalty: 5428.273438
	Iteration 3Q: 3 clusters Score -6392472 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6392891.500000 Penalty: 5428.273438
	Iteration 4Q: 3 clusters Score -6392892 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -6393229.000000 Penalty: 5428.273438
	Iteration 5Q: 3 clusters Score -6393229 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -6393581.000000 Penalty: 5428.273438
	Iteration 6Q: 3 clusters Score -6393581 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -6393930.000000 Penalty: 5428.273438
	Iteration 7Q: 3 clusters Score -6393930 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -6394347.000000 Penalty: 5428.273438
	Iteration 8Q: 3 clusters Score -6394347 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -6394995.000000 Penalty: 5428.273438
	Iteration 9Q: 3 clusters Score -6394995 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -6395894.000000 Penalty: 5428.273438
	Iteration 10Q: 3 clusters Score -6395894 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -6397284.500000 Penalty: 5428.273438
	Iteration 11Q: 3 clusters Score -6397284 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6399287.500000 Penalty: 5428.273438
	Iteration 12F: 3 clusters Score -6399288 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -6401832.000000 Penalty: 5428.273438
	Iteration 13F: 3 clusters Score -6401832 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6404500.500000 Penalty: 5428.273438
	Iteration 14F: 3 clusters Score -6404500 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -6406915.000000 Penalty: 5428.273438
	Iteration 15F: 3 clusters Score -6406915 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -6408774.000000 Penalty: 5428.273438
	Iteration 16Q: 3 clusters Score -6408774 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6410126.000000 Penalty: 5428.273438
	Iteration 17Q: 3 clusters Score -6410126 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6411041.500000 Penalty: 5428.273438
	Iteration 18Q: 3 clusters Score -6411042 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6411675.000000 Penalty: 5428.273438
	Iteration 19Q: 3 clusters Score -6411675 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6412062.500000 Penalty: 5428.273438
	Iteration 20F: 3 clusters Score -6412062 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6412353.500000 Penalty: 5428.273438
	Iteration 21Q: 3 clusters Score -6412354 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6412536.500000 Penalty: 5428.273438
	Iteration 22Q: 3 clusters Score -6412536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6412669.500000 Penalty: 5428.273438
	Iteration 23Q: 3 clusters Score -6412670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6412765.500000 Penalty: 5428.273438
	Iteration 24Q: 3 clusters Score -6412766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6412837.500000 Penalty: 5428.273438
	Iteration 25Q: 3 clusters Score -6412838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6412870.500000 Penalty: 5428.273438
	Iteration 26Q: 3 clusters Score -6412870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6412895.000000 Penalty: 5428.273438
	Iteration 27Q: 3 clusters Score -6412895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6412922.500000 Penalty: 5428.273438
	Iteration 28Q: 3 clusters Score -6412922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6412932.000000 Penalty: 5428.273438
	Iteration 29Q: 3 clusters Score -6412932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6412951.000000 Penalty: 5428.273438
	Iteration 30Q: 3 clusters Score -6412951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6412960.500000 Penalty: 5428.273438
	Iteration 31Q: 3 clusters Score -6412960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6412961.500000 Penalty: 5428.273438
	Iteration 32Q: 3 clusters Score -6412962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6412969.000000 Penalty: 5428.273438
	Iteration 33Q: 3 clusters Score -6412969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6412970.000000 Penalty: 5428.273438
	Iteration 34Q: 3 clusters Score -6412970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6412971.000000 Penalty: 5428.273438
	Iteration 35Q: 3 clusters Score -6412971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6412971.000000 Penalty: 5428.273438
	Iteration 36F: 3 clusters Score -6412971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -102095.554688 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -102095.6 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 471 members 
Entering Unmasked Estep 
Score: -100180.148438 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -100180.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100443.101562 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -100443.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100532.789062 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -100532.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100570.281250 Penalty: 3410.627197
	Iteration 3Q: 3 clusters Score -100570.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100593.703125 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -100593.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100603.234375 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -100603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100607.078125 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -100607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100608.953125 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -100609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100609.468750 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -100609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100609.468750 Penalty: 3410.627197
	Iteration 9F: 3 clusters Score -100609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Entering Unmasked Estep 
Score: -1793123.750000 Penalty: 2396.819824
	Iteration 0F: 2 clusters Score -1793124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1781818.500000 Penalty: 4793.639648
	Iteration 0F: 3 clusters Score -1781818 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1785537.500000 Penalty: 4793.639648
	Iteration 1F: 3 clusters Score -1785538 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1786075.750000 Penalty: 4793.639648
	Iteration 2F: 3 clusters Score -1786076 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1786617.875000 Penalty: 4793.639648
	Iteration 3F: 3 clusters Score -1786618 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1787122.000000 Penalty: 4793.639648
	Iteration 4F: 3 clusters Score -1787122 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1787585.875000 Penalty: 4793.639648
	Iteration 5F: 3 clusters Score -1787586 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1788072.875000 Penalty: 4793.639648
	Iteration 6F: 3 clusters Score -1788073 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1788515.250000 Penalty: 4793.639648
	Iteration 7Q: 3 clusters Score -1788515 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1788974.625000 Penalty: 4793.639648
	Iteration 8Q: 3 clusters Score -1788975 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1789417.625000 Penalty: 4793.639648
	Iteration 9Q: 3 clusters Score -1789418 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1789763.250000 Penalty: 4793.639648
	Iteration 10Q: 3 clusters Score -1789763 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1790071.625000 Penalty: 4793.639648
	Iteration 11Q: 3 clusters Score -1790072 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1790302.375000 Penalty: 4793.639648
	Iteration 12Q: 3 clusters Score -1790302 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1790494.250000 Penalty: 4793.639648
	Iteration 13Q: 3 clusters Score -1790494 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1790656.500000 Penalty: 4793.639648
	Iteration 14Q: 3 clusters Score -1790656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1790780.375000 Penalty: 4793.639648
	Iteration 15Q: 3 clusters Score -1790780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1790887.125000 Penalty: 4793.639648
	Iteration 16Q: 3 clusters Score -1790887 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1790981.125000 Penalty: 4793.639648
	Iteration 17Q: 3 clusters Score -1790981 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1791059.375000 Penalty: 4793.639648
	Iteration 18Q: 3 clusters Score -1791059 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1791109.875000 Penalty: 4793.639648
	Iteration 19Q: 3 clusters Score -1791110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1791155.750000 Penalty: 4793.639648
	Iteration 20F: 3 clusters Score -1791156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1791188.500000 Penalty: 4793.639648
	Iteration 21Q: 3 clusters Score -1791188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1791218.750000 Penalty: 4793.639648
	Iteration 22Q: 3 clusters Score -1791219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1791238.125000 Penalty: 4793.639648
	Iteration 23Q: 3 clusters Score -1791238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1791267.000000 Penalty: 4793.639648
	Iteration 24Q: 3 clusters Score -1791267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1791291.375000 Penalty: 4793.639648
	Iteration 25Q: 3 clusters Score -1791291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1791308.875000 Penalty: 4793.639648
	Iteration 26Q: 3 clusters Score -1791309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1791325.500000 Penalty: 4793.639648
	Iteration 27Q: 3 clusters Score -1791326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1791342.125000 Penalty: 4793.639648
	Iteration 28Q: 3 clusters Score -1791342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1791345.250000 Penalty: 4793.639648
	Iteration 29Q: 3 clusters Score -1791345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1791350.125000 Penalty: 4793.639648
	Iteration 30Q: 3 clusters Score -1791350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1791359.750000 Penalty: 4793.639648
	Iteration 31Q: 3 clusters Score -1791360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1791366.000000 Penalty: 4793.639648
	Iteration 32Q: 3 clusters Score -1791366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1791369.375000 Penalty: 4793.639648
	Iteration 33Q: 3 clusters Score -1791369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1791371.750000 Penalty: 4793.639648
	Iteration 34Q: 3 clusters Score -1791372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1791372.250000 Penalty: 4793.639648
	Iteration 35Q: 3 clusters Score -1791372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1791368.375000 Penalty: 4793.639648
	Iteration 36Q: 3 clusters Score -1791368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1791372.625000 Penalty: 4793.639648
	Iteration 37Q: 3 clusters Score -1791373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1791376.375000 Penalty: 4793.639648
	Iteration 38Q: 3 clusters Score -1791376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1791376.625000 Penalty: 4793.639648
	Iteration 39Q: 3 clusters Score -1791377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1791381.000000 Penalty: 4793.639648
	Iteration 40F: 3 clusters Score -1791381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234996 members 
Entering Unmasked Estep 
Score: -26298084.000000 Penalty: 3067.096436
	Iteration 0F: 2 clusters Score -2.629808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117457 members 
Mstep: Class 2 contains 117539 members 
Entering Unmasked Estep 
Score: -26148860.000000 Penalty: 6134.192871
	Iteration 0F: 3 clusters Score -2.614886e+07 nChanged 113611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 117698 members 
Entering Unmasked Estep 
Score: -26215950.000000 Penalty: 6134.192871
	Iteration 1F: 3 clusters Score -2.621595e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -26217608.000000 Penalty: 6134.192871
	Iteration 2Q: 3 clusters Score -2.621761e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 117835 members 
Entering Unmasked Estep 
Score: -26219874.000000 Penalty: 6134.192871
	Iteration 3Q: 3 clusters Score -2.621987e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116750 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -26222800.000000 Penalty: 6134.192871
	Iteration 4Q: 3 clusters Score -2.62228e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 119003 members 
Entering Unmasked Estep 
Score: -26226112.000000 Penalty: 6134.192871
	Iteration 5Q: 3 clusters Score -2.622611e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -26229560.000000 Penalty: 6134.192871
	Iteration 6Q: 3 clusters Score -2.622956e+07 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 121498 members 
Entering Unmasked Estep 
Score: -26233934.000000 Penalty: 6134.192871
	Iteration 7Q: 3 clusters Score -2.623393e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -26238320.000000 Penalty: 6134.192871
	Iteration 8Q: 3 clusters Score -2.623832e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109844 members 
Mstep: Class 2 contains 125152 members 
Entering Unmasked Estep 
Score: -26243352.000000 Penalty: 6134.192871
	Iteration 9Q: 3 clusters Score -2.624335e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -26248362.000000 Penalty: 6134.192871
	Iteration 10Q: 3 clusters Score -2.624836e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 129276 members 
Entering Unmasked Estep 
Score: -26252854.000000 Penalty: 6134.192871
	Iteration 11Q: 3 clusters Score -2.625285e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 131053 members 
Entering Unmasked Estep 
Score: -26257894.000000 Penalty: 6134.192871
	Iteration 12Q: 3 clusters Score -2.625789e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 132477 members 
Entering Unmasked Estep 
Score: -26262144.000000 Penalty: 6134.192871
	Iteration 13Q: 3 clusters Score -2.626214e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -26265118.000000 Penalty: 6134.192871
	Iteration 14Q: 3 clusters Score -2.626512e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -26266786.000000 Penalty: 6134.192871
	Iteration 15Q: 3 clusters Score -2.626679e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -26267342.000000 Penalty: 6134.192871
	Iteration 16Q: 3 clusters Score -2.626734e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 135693 members 
Entering Unmasked Estep 
Score: -26267714.000000 Penalty: 6134.192871
	Iteration 17Q: 3 clusters Score -2.626771e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 136507 members 
Entering Unmasked Estep 
Score: -26267982.000000 Penalty: 6134.192871
	Iteration 18Q: 3 clusters Score -2.626798e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 137431 members 
Entering Unmasked Estep 
Score: -26268134.000000 Penalty: 6134.192871
	Iteration 19Q: 3 clusters Score -2.626813e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 138448 members 
Entering Unmasked Estep 
Score: -26268216.000000 Penalty: 6134.192871
	Iteration 20F: 3 clusters Score -2.626822e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 139519 members 
Entering Unmasked Estep 
Score: -26268320.000000 Penalty: 6134.192871
	Iteration 21Q: 3 clusters Score -2.626832e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 140632 members 
Entering Unmasked Estep 
Score: -26268384.000000 Penalty: 6134.192871
	Iteration 22Q: 3 clusters Score -2.626838e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -26268516.000000 Penalty: 6134.192871
	Iteration 23Q: 3 clusters Score -2.626852e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 143013 members 
Entering Unmasked Estep 
Score: -26268636.000000 Penalty: 6134.192871
	Iteration 24Q: 3 clusters Score -2.626864e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 144387 members 
Entering Unmasked Estep 
Score: -26268678.000000 Penalty: 6134.192871
	Iteration 25Q: 3 clusters Score -2.626868e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -26268808.000000 Penalty: 6134.192871
	Iteration 26Q: 3 clusters Score -2.626881e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 147536 members 
Entering Unmasked Estep 
Score: -26268984.000000 Penalty: 6134.192871
	Iteration 27Q: 3 clusters Score -2.626898e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 149345 members 
Entering Unmasked Estep 
Score: -26269420.000000 Penalty: 6134.192871
	Iteration 28Q: 3 clusters Score -2.626942e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 151268 members 
Entering Unmasked Estep 
Score: -26269770.000000 Penalty: 6134.192871
	Iteration 29Q: 3 clusters Score -2.626977e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 153323 members 
Entering Unmasked Estep 
Score: -26270042.000000 Penalty: 6134.192871
	Iteration 30Q: 3 clusters Score -2.627004e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -26270308.000000 Penalty: 6134.192871
	Iteration 31Q: 3 clusters Score -2.627031e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -26270736.000000 Penalty: 6134.192871
	Iteration 32Q: 3 clusters Score -2.627074e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 160423 members 
Entering Unmasked Estep 
Score: -26271166.000000 Penalty: 6134.192871
	Iteration 33Q: 3 clusters Score -2.627117e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -26271474.000000 Penalty: 6134.192871
	Iteration 34Q: 3 clusters Score -2.627147e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -26271918.000000 Penalty: 6134.192871
	Iteration 35Q: 3 clusters Score -2.627192e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 168742 members 
Entering Unmasked Estep 
Score: -26272504.000000 Penalty: 6134.192871
	Iteration 36Q: 3 clusters Score -2.62725e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 171756 members 
Entering Unmasked Estep 
Score: -26273348.000000 Penalty: 6134.192871
	Iteration 37Q: 3 clusters Score -2.627335e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 175011 members 
Entering Unmasked Estep 
Score: -26274264.000000 Penalty: 6134.192871
	Iteration 38Q: 3 clusters Score -2.627426e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 178381 members 
Entering Unmasked Estep 
Score: -26275124.000000 Penalty: 6134.192871
	Iteration 39Q: 3 clusters Score -2.627512e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 181921 members 
Entering Unmasked Estep 
Score: -26276184.000000 Penalty: 6134.192871
	Iteration 40F: 3 clusters Score -2.627618e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 185628 members 
Entering Unmasked Estep 
Score: -26277364.000000 Penalty: 6134.192871
	Iteration 41Q: 3 clusters Score -2.627736e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -26278704.000000 Penalty: 6134.192871
	Iteration 42Q: 3 clusters Score -2.62787e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 193185 members 
Entering Unmasked Estep 
Score: -26280128.000000 Penalty: 6134.192871
	Iteration 43Q: 3 clusters Score -2.628013e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 196921 members 
Entering Unmasked Estep 
Score: -26281658.000000 Penalty: 6134.192871
	Iteration 44Q: 3 clusters Score -2.628166e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 200635 members 
Entering Unmasked Estep 
Score: -26283292.000000 Penalty: 6134.192871
	Iteration 45Q: 3 clusters Score -2.628329e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 204396 members 
Entering Unmasked Estep 
Score: -26285214.000000 Penalty: 6134.192871
	Iteration 46Q: 3 clusters Score -2.628521e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 208060 members 
Entering Unmasked Estep 
Score: -26287218.000000 Penalty: 6134.192871
	Iteration 47Q: 3 clusters Score -2.628722e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 211556 members 
Entering Unmasked Estep 
Score: -26289272.000000 Penalty: 6134.192871
	Iteration 48Q: 3 clusters Score -2.628927e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 214778 members 
Entering Unmasked Estep 
Score: -26291200.000000 Penalty: 6134.192871
	Iteration 49Q: 3 clusters Score -2.62912e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 217765 members 
Entering Unmasked Estep 
Score: -26292922.000000 Penalty: 6134.192871
	Iteration 50Q: 3 clusters Score -2.629292e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 220329 members 
Entering Unmasked Estep 
Score: -26294422.000000 Penalty: 6134.192871
	Iteration 51Q: 3 clusters Score -2.629442e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 222579 members 
Entering Unmasked Estep 
Score: -26295330.000000 Penalty: 6134.192871
	Iteration 52Q: 3 clusters Score -2.629533e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 224479 members 
Entering Unmasked Estep 
Score: -26295938.000000 Penalty: 6134.192871
	Iteration 53Q: 3 clusters Score -2.629594e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 226144 members 
Entering Unmasked Estep 
Score: -26296484.000000 Penalty: 6134.192871
	Iteration 54Q: 3 clusters Score -2.629648e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 227488 members 
Entering Unmasked Estep 
Score: -26296914.000000 Penalty: 6134.192871
	Iteration 55Q: 3 clusters Score -2.629691e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 228559 members 
Entering Unmasked Estep 
Score: -26297190.000000 Penalty: 6134.192871
	Iteration 56Q: 3 clusters Score -2.629719e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 229439 members 
Entering Unmasked Estep 
Score: -26297206.000000 Penalty: 6134.192871
	Iteration 57Q: 3 clusters Score -2.629721e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -26297262.000000 Penalty: 6134.192871
	Iteration 58Q: 3 clusters Score -2.629726e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 230675 members 
Entering Unmasked Estep 
Score: -26297316.000000 Penalty: 6134.192871
	Iteration 59Q: 3 clusters Score -2.629732e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 231103 members 
Entering Unmasked Estep 
Score: -26297372.000000 Penalty: 6134.192871
	Iteration 60F: 3 clusters Score -2.629737e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 231404 members 
Entering Unmasked Estep 
Score: -26297342.000000 Penalty: 6134.192871
	Iteration 61Q: 3 clusters Score -2.629734e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 231642 members 
Entering Unmasked Estep 
Score: -26297388.000000 Penalty: 6134.192871
	Iteration 62Q: 3 clusters Score -2.629739e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 231825 members 
Entering Unmasked Estep 
Score: -26297398.000000 Penalty: 6134.192871
	Iteration 63Q: 3 clusters Score -2.62974e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 231966 members 
Entering Unmasked Estep 
Score: -26297360.000000 Penalty: 6134.192871
	Iteration 64Q: 3 clusters Score -2.629736e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 232058 members 
Entering Unmasked Estep 
Score: -26297340.000000 Penalty: 6134.192871
	Iteration 65Q: 3 clusters Score -2.629734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 232132 members 
Entering Unmasked Estep 
Score: -26297346.000000 Penalty: 6134.192871
	Iteration 66Q: 3 clusters Score -2.629735e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 232203 members 
Entering Unmasked Estep 
Score: -26297338.000000 Penalty: 6134.192871
	Iteration 67Q: 3 clusters Score -2.629734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 232266 members 
Entering Unmasked Estep 
Score: -26297324.000000 Penalty: 6134.192871
	Iteration 68Q: 3 clusters Score -2.629732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 232302 members 
Entering Unmasked Estep 
Score: -26297298.000000 Penalty: 6134.192871
	Iteration 69Q: 3 clusters Score -2.62973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 232332 members 
Entering Unmasked Estep 
Score: -26297260.000000 Penalty: 6134.192871
	Iteration 70Q: 3 clusters Score -2.629726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 232353 members 
Entering Unmasked Estep 
Score: -26297268.000000 Penalty: 6134.192871
	Iteration 71Q: 3 clusters Score -2.629727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 232366 members 
Entering Unmasked Estep 
Score: -26297260.000000 Penalty: 6134.192871
	Iteration 72Q: 3 clusters Score -2.629726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 232382 members 
Entering Unmasked Estep 
Score: -26297264.000000 Penalty: 6134.192871
	Iteration 73Q: 3 clusters Score -2.629726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 232399 members 
Entering Unmasked Estep 
Score: -26297266.000000 Penalty: 6134.192871
	Iteration 74Q: 3 clusters Score -2.629727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 232421 members 
Entering Unmasked Estep 
Score: -26297256.000000 Penalty: 6134.192871
	Iteration 75Q: 3 clusters Score -2.629726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 232438 members 
Entering Unmasked Estep 
Score: -26297250.000000 Penalty: 6134.192871
	Iteration 76Q: 3 clusters Score -2.629725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 232453 members 
Entering Unmasked Estep 
Score: -26297264.000000 Penalty: 6134.192871
	Iteration 77Q: 3 clusters Score -2.629726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 232465 members 
Entering Unmasked Estep 
Score: -26297240.000000 Penalty: 6134.192871
	Iteration 78Q: 3 clusters Score -2.629724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 232476 members 
Entering Unmasked Estep 
Score: -26297236.000000 Penalty: 6134.192871
	Iteration 79Q: 3 clusters Score -2.629724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 232479 members 
Entering Unmasked Estep 
Score: -26297230.000000 Penalty: 6134.192871
	Iteration 80F: 3 clusters Score -2.629723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 232486 members 
Entering Unmasked Estep 
Score: -26297216.000000 Penalty: 6134.192871
	Iteration 81Q: 3 clusters Score -2.629722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 232496 members 
Entering Unmasked Estep 
Score: -26297228.000000 Penalty: 6134.192871
	Iteration 82Q: 3 clusters Score -2.629723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 232509 members 
Entering Unmasked Estep 
Score: -26297216.000000 Penalty: 6134.192871
	Iteration 83Q: 3 clusters Score -2.629722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 232520 members 
Entering Unmasked Estep 
Score: -26297192.000000 Penalty: 6134.192871
	Iteration 84Q: 3 clusters Score -2.629719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 232532 members 
Entering Unmasked Estep 
Score: -26297192.000000 Penalty: 6134.192871
	Iteration 85Q: 3 clusters Score -2.629719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 232541 members 
Entering Unmasked Estep 
Score: -26297186.000000 Penalty: 6134.192871
	Iteration 86Q: 3 clusters Score -2.629719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 232545 members 
Entering Unmasked Estep 
Score: -26297194.000000 Penalty: 6134.192871
	Iteration 87Q: 3 clusters Score -2.629719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 232550 members 
Entering Unmasked Estep 
Score: -26297190.000000 Penalty: 6134.192871
	Iteration 88Q: 3 clusters Score -2.629719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 232552 members 
Entering Unmasked Estep 
Score: -26297188.000000 Penalty: 6134.192871
	Iteration 89Q: 3 clusters Score -2.629719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 232557 members 
Entering Unmasked Estep 
Score: -26297194.000000 Penalty: 6134.192871
	Iteration 90Q: 3 clusters Score -2.629719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 232562 members 
Entering Unmasked Estep 
Score: -26297178.000000 Penalty: 6134.192871
	Iteration 91Q: 3 clusters Score -2.629718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 232563 members 
Entering Unmasked Estep 
Score: -26297186.000000 Penalty: 6134.192871
	Iteration 92Q: 3 clusters Score -2.629719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 232566 members 
Entering Unmasked Estep 
Score: -26297194.000000 Penalty: 6134.192871
	Iteration 93Q: 3 clusters Score -2.629719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 232570 members 
Entering Unmasked Estep 
Score: -26297192.000000 Penalty: 6134.192871
	Iteration 94Q: 3 clusters Score -2.629719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 232571 members 
Entering Unmasked Estep 
Score: -26297180.000000 Penalty: 6134.192871
	Iteration 95Q: 3 clusters Score -2.629718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 232570 members 
Entering Unmasked Estep 
Score: -26297190.000000 Penalty: 6134.192871
	Iteration 96Q: 3 clusters Score -2.629719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 232571 members 
Entering Unmasked Estep 
Score: -26297192.000000 Penalty: 6134.192871
	Iteration 97Q: 3 clusters Score -2.629719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 232572 members 
Entering Unmasked Estep 
Score: -26297200.000000 Penalty: 6134.192871
	Iteration 98Q: 3 clusters Score -2.62972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 232572 members 
Entering Unmasked Estep 
Score: -26297200.000000 Penalty: 6134.192871
	Iteration 99F: 3 clusters Score -2.62972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -986874.000000 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -986874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -980065.625000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -980065.6 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -982007.750000 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -982007.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -982285.750000 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -982285.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -982457.625000 Penalty: 4494.672852
	Iteration 3Q: 3 clusters Score -982457.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -982578.187500 Penalty: 4494.672852
	Iteration 4Q: 3 clusters Score -982578.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -982702.625000 Penalty: 4494.672852
	Iteration 5Q: 3 clusters Score -982702.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -982818.250000 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -982818.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -982959.875000 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -982959.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -983123.437500 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -983123.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -983293.437500 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -983293.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -983496.562500 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -983496.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -983748.062500 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -983748.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -984029.750000 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -984029.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -984321.625000 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -984321.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -984534.250000 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -984534.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -984698.937500 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -984698.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -984805.250000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -984805.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -984876.625000 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -984876.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -984930.750000 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -984930.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -984966.750000 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -984966.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -984991.437500 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -984991.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -985011.312500 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -985011.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -985025.562500 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -985025.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -985037.875000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -985037.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -985042.250000 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -985042.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -985045.937500 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -985045.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -985050.937500 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -985050.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -985053.750000 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -985053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -985055.562500 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -985055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -985055.875000 Penalty: 4494.672852
	Iteration 29Q: 3 clusters Score -985055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -985057.437500 Penalty: 4494.672852
	Iteration 30Q: 3 clusters Score -985057.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -985058.625000 Penalty: 4494.672852
	Iteration 31Q: 3 clusters Score -985058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -985062.687500 Penalty: 4494.672852
	Iteration 32Q: 3 clusters Score -985062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -985062.312500 Penalty: 4494.672852
	Iteration 33Q: 3 clusters Score -985062.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -985063.562500 Penalty: 4494.672852
	Iteration 34Q: 3 clusters Score -985063.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -985071.125000 Penalty: 4494.672852
	Iteration 35Q: 3 clusters Score -985071.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -985071.937500 Penalty: 4494.672852
	Iteration 36Q: 3 clusters Score -985071.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -985078.687500 Penalty: 4494.672852
	Iteration 37Q: 3 clusters Score -985078.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -985081.500000 Penalty: 4494.672852
	Iteration 38Q: 3 clusters Score -985081.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -985082.250000 Penalty: 4494.672852
	Iteration 39Q: 3 clusters Score -985082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -985087.062500 Penalty: 4494.672852
	Iteration 40F: 3 clusters Score -985087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -985087.937500 Penalty: 4494.672852
	Iteration 41Q: 3 clusters Score -985087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -985091.000000 Penalty: 4494.672852
	Iteration 42Q: 3 clusters Score -985091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -985094.000000 Penalty: 4494.672852
	Iteration 43Q: 3 clusters Score -985094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -985097.562500 Penalty: 4494.672852
	Iteration 44Q: 3 clusters Score -985097.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -985102.000000 Penalty: 4494.672852
	Iteration 45Q: 3 clusters Score -985102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -985102.562500 Penalty: 4494.672852
	Iteration 46Q: 3 clusters Score -985102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -985105.312500 Penalty: 4494.672852
	Iteration 47Q: 3 clusters Score -985105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -985105.062500 Penalty: 4494.672852
	Iteration 48Q: 3 clusters Score -985105.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -985107.375000 Penalty: 4494.672852
	Iteration 49Q: 3 clusters Score -985107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -985110.437500 Penalty: 4494.672852
	Iteration 50Q: 3 clusters Score -985110.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -985112.687500 Penalty: 4494.672852
	Iteration 51Q: 3 clusters Score -985112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -985112.562500 Penalty: 4494.672852
	Iteration 52Q: 3 clusters Score -985112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -985113.187500 Penalty: 4494.672852
	Iteration 53Q: 3 clusters Score -985113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -985117.250000 Penalty: 4494.672852
	Iteration 54Q: 3 clusters Score -985117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -985116.625000 Penalty: 4494.672852
	Iteration 55Q: 3 clusters Score -985116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -985116.250000 Penalty: 4494.672852
	Iteration 56Q: 3 clusters Score -985116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -985116.250000 Penalty: 4494.672852
	Iteration 57F: 3 clusters Score -985116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Entering Unmasked Estep 
Score: -4196005.500000 Penalty: 2608.449951
	Iteration 0F: 2 clusters Score -4196006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4170857.250000 Penalty: 5216.899902
	Iteration 0F: 3 clusters Score -4170857 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4179960.250000 Penalty: 5216.899902
	Iteration 1F: 3 clusters Score -4179960 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4180342.750000 Penalty: 5216.899902
	Iteration 2Q: 3 clusters Score -4180343 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4180701.250000 Penalty: 5216.899902
	Iteration 3Q: 3 clusters Score -4180701 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4181018.500000 Penalty: 5216.899902
	Iteration 4Q: 3 clusters Score -4181018 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4181347.750000 Penalty: 5216.899902
	Iteration 5Q: 3 clusters Score -4181348 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4181796.250000 Penalty: 5216.899902
	Iteration 6Q: 3 clusters Score -4181796 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4182673.250000 Penalty: 5216.899902
	Iteration 7Q: 3 clusters Score -4182673 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4184140.500000 Penalty: 5216.899902
	Iteration 8F: 3 clusters Score -4184140 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4186208.750000 Penalty: 5216.899902
	Iteration 9F: 3 clusters Score -4186209 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4188705.500000 Penalty: 5216.899902
	Iteration 10F: 3 clusters Score -4188706 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4191043.750000 Penalty: 5216.899902
	Iteration 11F: 3 clusters Score -4191044 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4192862.500000 Penalty: 5216.899902
	Iteration 12F: 3 clusters Score -4192862 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4194000.500000 Penalty: 5216.899902
	Iteration 13Q: 3 clusters Score -4194000 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4194577.500000 Penalty: 5216.899902
	Iteration 14Q: 3 clusters Score -4194578 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4194824.000000 Penalty: 5216.899902
	Iteration 15Q: 3 clusters Score -4194824 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4194922.500000 Penalty: 5216.899902
	Iteration 16Q: 3 clusters Score -4194922 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4195003.500000 Penalty: 5216.899902
	Iteration 17Q: 3 clusters Score -4195004 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -4195038.000000 Penalty: 5216.899902
	Iteration 18Q: 3 clusters Score -4195038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4195090.500000 Penalty: 5216.899902
	Iteration 19Q: 3 clusters Score -4195090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4195130.000000 Penalty: 5216.899902
	Iteration 20F: 3 clusters Score -4195130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -4195158.000000 Penalty: 5216.899902
	Iteration 21Q: 3 clusters Score -4195158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4195194.000000 Penalty: 5216.899902
	Iteration 22Q: 3 clusters Score -4195194 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4195214.500000 Penalty: 5216.899902
	Iteration 23Q: 3 clusters Score -4195214 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4195251.500000 Penalty: 5216.899902
	Iteration 24Q: 3 clusters Score -4195252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4195281.500000 Penalty: 5216.899902
	Iteration 25Q: 3 clusters Score -4195282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4195297.500000 Penalty: 5216.899902
	Iteration 26Q: 3 clusters Score -4195298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4195339.500000 Penalty: 5216.899902
	Iteration 27Q: 3 clusters Score -4195340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4195366.500000 Penalty: 5216.899902
	Iteration 28Q: 3 clusters Score -4195366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4195380.500000 Penalty: 5216.899902
	Iteration 29Q: 3 clusters Score -4195380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4195390.000000 Penalty: 5216.899902
	Iteration 30Q: 3 clusters Score -4195390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4195392.000000 Penalty: 5216.899902
	Iteration 31Q: 3 clusters Score -4195392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4195395.500000 Penalty: 5216.899902
	Iteration 32Q: 3 clusters Score -4195396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4195398.500000 Penalty: 5216.899902
	Iteration 33Q: 3 clusters Score -4195398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4195407.500000 Penalty: 5216.899902
	Iteration 34Q: 3 clusters Score -4195408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4195420.000000 Penalty: 5216.899902
	Iteration 35Q: 3 clusters Score -4195420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4195426.000000 Penalty: 5216.899902
	Iteration 36Q: 3 clusters Score -4195426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4195427.500000 Penalty: 5216.899902
	Iteration 37Q: 3 clusters Score -4195428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4195431.000000 Penalty: 5216.899902
	Iteration 38Q: 3 clusters Score -4195431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4195427.000000 Penalty: 5216.899902
	Iteration 39Q: 3 clusters Score -4195427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4195434.000000 Penalty: 5216.899902
	Iteration 40F: 3 clusters Score -4195434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4195440.000000 Penalty: 5216.899902
	Iteration 41Q: 3 clusters Score -4195440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4195446.500000 Penalty: 5216.899902
	Iteration 42Q: 3 clusters Score -4195446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4195450.500000 Penalty: 5216.899902
	Iteration 43Q: 3 clusters Score -4195450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4195451.500000 Penalty: 5216.899902
	Iteration 44Q: 3 clusters Score -4195452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4195447.000000 Penalty: 5216.899902
	Iteration 45Q: 3 clusters Score -4195447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4195448.000000 Penalty: 5216.899902
	Iteration 46Q: 3 clusters Score -4195448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4195448.500000 Penalty: 5216.899902
	Iteration 47Q: 3 clusters Score -4195448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4195454.500000 Penalty: 5216.899902
	Iteration 48Q: 3 clusters Score -4195454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4195459.500000 Penalty: 5216.899902
	Iteration 49Q: 3 clusters Score -4195460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4195455.000000 Penalty: 5216.899902
	Iteration 50Q: 3 clusters Score -4195455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4195455.000000 Penalty: 5216.899902
	Iteration 51F: 3 clusters Score -4195455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38033 members 
Mstep: Class 3 contains 20816 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41668 members 
Mstep: Class 12 contains 255879 members 
Mstep: Class 13 contains 30958 members 
Mstep: Class 14 contains 56619 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 234996 members 
Mstep: Class 20 contains 8620 members 
Mstep: Class 21 contains 36973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592272.000000 Penalty: 57316.562500
Iteration 279Q: 18 clusters Score -8.859227e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38040 members 
Mstep: Class 3 contains 20808 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 255876 members 
Mstep: Class 13 contains 30958 members 
Mstep: Class 14 contains 56615 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235001 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 36975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592328.000000 Penalty: 57316.562500
Iteration 280F: 18 clusters Score -8.859233e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38040 members 
Mstep: Class 3 contains 20805 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 12 contains 255871 members 
Mstep: Class 13 contains 30959 members 
Mstep: Class 14 contains 56614 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235006 members 
Mstep: Class 20 contains 8627 members 
Mstep: Class 21 contains 36978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592352.000000 Penalty: 57316.562500
Iteration 281Q: 18 clusters Score -8.859235e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38040 members 
Mstep: Class 3 contains 20800 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 12 contains 255872 members 
Mstep: Class 13 contains 30957 members 
Mstep: Class 14 contains 56613 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235010 members 
Mstep: Class 20 contains 8630 members 
Mstep: Class 21 contains 36978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592336.000000 Penalty: 57316.562500
Iteration 282Q: 18 clusters Score -8.859234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38037 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 12 contains 255872 members 
Mstep: Class 13 contains 30954 members 
Mstep: Class 14 contains 56613 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235011 members 
Mstep: Class 20 contains 8634 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592384.000000 Penalty: 57316.562500
Iteration 283Q: 18 clusters Score -8.859238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38036 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 12 contains 255870 members 
Mstep: Class 13 contains 30949 members 
Mstep: Class 14 contains 56613 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235017 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 36979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592400.000000 Penalty: 57316.562500
Iteration 284Q: 18 clusters Score -8.85924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38035 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37573 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 255865 members 
Mstep: Class 13 contains 30944 members 
Mstep: Class 14 contains 56613 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235019 members 
Mstep: Class 20 contains 8645 members 
Mstep: Class 21 contains 36979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592368.000000 Penalty: 57316.562500
Iteration 285Q: 18 clusters Score -8.859237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38036 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37573 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 255860 members 
Mstep: Class 13 contains 30941 members 
Mstep: Class 14 contains 56613 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235019 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 36979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592360.000000 Penalty: 57316.562500
Iteration 286Q: 18 clusters Score -8.859236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38036 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37571 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 255860 members 
Mstep: Class 13 contains 30940 members 
Mstep: Class 14 contains 56612 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235019 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 36979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592376.000000 Penalty: 57316.562500
Iteration 287Q: 18 clusters Score -8.859238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38035 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37569 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 255856 members 
Mstep: Class 13 contains 30939 members 
Mstep: Class 14 contains 56612 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235022 members 
Mstep: Class 20 contains 8663 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592344.000000 Penalty: 57316.562500
Iteration 288Q: 18 clusters Score -8.859234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38036 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41665 members 
Mstep: Class 12 contains 255850 members 
Mstep: Class 13 contains 30939 members 
Mstep: Class 14 contains 56613 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235023 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 36979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592392.000000 Penalty: 57316.562500
Iteration 289Q: 18 clusters Score -8.859239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38037 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 12 contains 255842 members 
Mstep: Class 13 contains 30939 members 
Mstep: Class 14 contains 56612 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235028 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 36979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592408.000000 Penalty: 57316.562500
Iteration 290Q: 18 clusters Score -8.859241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38036 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41663 members 
Mstep: Class 12 contains 255832 members 
Mstep: Class 13 contains 30938 members 
Mstep: Class 14 contains 56611 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235039 members 
Mstep: Class 20 contains 8673 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592360.000000 Penalty: 57316.562500
Iteration 291Q: 18 clusters Score -8.859236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38037 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255828 members 
Mstep: Class 13 contains 30938 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235045 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592368.000000 Penalty: 57316.562500
Iteration 292Q: 18 clusters Score -8.859237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 255821 members 
Mstep: Class 13 contains 30938 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235050 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592400.000000 Penalty: 57316.562500
Iteration 293Q: 18 clusters Score -8.85924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 255814 members 
Mstep: Class 13 contains 30938 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235056 members 
Mstep: Class 20 contains 8676 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592424.000000 Penalty: 57316.562500
Iteration 294Q: 18 clusters Score -8.859242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 255810 members 
Mstep: Class 13 contains 30938 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235059 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592432.000000 Penalty: 57316.562500
Iteration 295Q: 18 clusters Score -8.859243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 255808 members 
Mstep: Class 13 contains 30937 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235062 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592424.000000 Penalty: 57316.562500
Iteration 296Q: 18 clusters Score -8.859242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 255804 members 
Mstep: Class 13 contains 30935 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235068 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592424.000000 Penalty: 57316.562500
Iteration 297Q: 18 clusters Score -8.859242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255802 members 
Mstep: Class 13 contains 30935 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235070 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592448.000000 Penalty: 57316.562500
Iteration 298Q: 18 clusters Score -8.859245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255799 members 
Mstep: Class 13 contains 30935 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235073 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592416.000000 Penalty: 57316.562500
Iteration 299Q: 18 clusters Score -8.859242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255797 members 
Mstep: Class 13 contains 30935 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235075 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592400.000000 Penalty: 57316.562500
Iteration 300F: 18 clusters Score -8.85924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255792 members 
Mstep: Class 13 contains 30935 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235080 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592456.000000 Penalty: 57316.562500
Iteration 301Q: 18 clusters Score -8.859246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255790 members 
Mstep: Class 13 contains 30935 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235081 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592448.000000 Penalty: 57316.562500
Iteration 302Q: 18 clusters Score -8.859245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255785 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235085 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592424.000000 Penalty: 57316.562500
Iteration 303Q: 18 clusters Score -8.859242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255782 members 
Mstep: Class 13 contains 30937 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235087 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592432.000000 Penalty: 57316.562500
Iteration 304Q: 18 clusters Score -8.859243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255781 members 
Mstep: Class 13 contains 30937 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235087 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592424.000000 Penalty: 57316.562500
Iteration 305Q: 18 clusters Score -8.859242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255781 members 
Mstep: Class 13 contains 30937 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235084 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592408.000000 Penalty: 57316.562500
Iteration 306Q: 18 clusters Score -8.859241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255780 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56609 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235084 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592392.000000 Penalty: 57316.562500
Iteration 307Q: 18 clusters Score -8.859239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255781 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56609 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235085 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592400.000000 Penalty: 57316.562500
Iteration 308Q: 18 clusters Score -8.85924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255779 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56608 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235087 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592384.000000 Penalty: 57316.562500
Iteration 309Q: 18 clusters Score -8.859238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255775 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56608 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235090 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592392.000000 Penalty: 57316.562500
Iteration 310Q: 18 clusters Score -8.859239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 12 contains 255773 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56607 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235091 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592376.000000 Penalty: 57316.562500
Iteration 311Q: 18 clusters Score -8.859238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 255767 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56606 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235094 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592384.000000 Penalty: 57316.562500
Iteration 312Q: 18 clusters Score -8.859238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41660 members 
Mstep: Class 12 contains 255765 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56605 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235094 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592472.000000 Penalty: 57316.562500
Iteration 313Q: 18 clusters Score -8.859247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41659 members 
Mstep: Class 12 contains 255768 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56604 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235092 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592440.000000 Penalty: 57316.562500
Iteration 314Q: 18 clusters Score -8.859244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41659 members 
Mstep: Class 12 contains 255767 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56604 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 19 contains 235092 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592432.000000 Penalty: 57316.562500
Iteration 315Q: 18 clusters Score -8.859243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255765 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235092 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592416.000000 Penalty: 57316.562500
Iteration 316Q: 18 clusters Score -8.859242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255765 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235092 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592424.000000 Penalty: 57316.562500
Iteration 317Q: 18 clusters Score -8.859242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255765 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235093 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592400.000000 Penalty: 57316.562500
Iteration 318Q: 18 clusters Score -8.85924e+07 nChanged 2
Entering ConstructFrom: 
Score: -88592400.000000 Penalty: 57316.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -205492.937500 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -205492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202954.046875 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -202954 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -203545.234375 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -203545.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203878.015625 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -203878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204045.578125 Penalty: 3741.463623
	Iteration 3F: 3 clusters Score -204045.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -204145.484375 Penalty: 3741.463623
	Iteration 4Q: 3 clusters Score -204145.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -204204.359375 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -204204.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -204247.359375 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -204247.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -204291.875000 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -204291.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -204345.921875 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -204345.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -204381.984375 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -204382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -204417.109375 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -204417.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204463.562500 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -204463.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -204504.109375 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -204504.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -204522.750000 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -204522.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -204535.359375 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -204535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -204543.031250 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -204543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -204550.484375 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -204550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -204557.093750 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -204557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -204563.812500 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -204563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -204567.312500 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -204567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -204568.703125 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -204568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -204569.296875 Penalty: 3741.463623
	Iteration 21Q: 3 clusters Score -204569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -204570.046875 Penalty: 3741.463623
	Iteration 22Q: 3 clusters Score -204570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -204570.046875 Penalty: 3741.463623
	Iteration 23F: 3 clusters Score -204570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Entering Unmasked Estep 
Score: -4254816.000000 Penalty: 2615.492676
	Iteration 0F: 2 clusters Score -4254816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4228820.500000 Penalty: 5230.985352
	Iteration 0F: 3 clusters Score -4228820 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -4238510.000000 Penalty: 5230.985352
	Iteration 1F: 3 clusters Score -4238510 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -4239026.000000 Penalty: 5230.985352
	Iteration 2Q: 3 clusters Score -4239026 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4239574.500000 Penalty: 5230.985352
	Iteration 3Q: 3 clusters Score -4239574 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -4240239.500000 Penalty: 5230.985352
	Iteration 4Q: 3 clusters Score -4240240 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4241056.500000 Penalty: 5230.985352
	Iteration 5Q: 3 clusters Score -4241056 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -4242180.000000 Penalty: 5230.985352
	Iteration 6Q: 3 clusters Score -4242180 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4243656.500000 Penalty: 5230.985352
	Iteration 7F: 3 clusters Score -4243656 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4245357.500000 Penalty: 5230.985352
	Iteration 8F: 3 clusters Score -4245358 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4247089.000000 Penalty: 5230.985352
	Iteration 9F: 3 clusters Score -4247089 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4248469.500000 Penalty: 5230.985352
	Iteration 10Q: 3 clusters Score -4248470 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4249448.500000 Penalty: 5230.985352
	Iteration 11Q: 3 clusters Score -4249448 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4250046.000000 Penalty: 5230.985352
	Iteration 12Q: 3 clusters Score -4250046 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4250481.000000 Penalty: 5230.985352
	Iteration 13Q: 3 clusters Score -4250481 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4250791.000000 Penalty: 5230.985352
	Iteration 14Q: 3 clusters Score -4250791 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -4251071.000000 Penalty: 5230.985352
	Iteration 15Q: 3 clusters Score -4251071 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4251315.000000 Penalty: 5230.985352
	Iteration 16Q: 3 clusters Score -4251315 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4251513.500000 Penalty: 5230.985352
	Iteration 17Q: 3 clusters Score -4251514 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4251689.000000 Penalty: 5230.985352
	Iteration 18Q: 3 clusters Score -4251689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4251807.500000 Penalty: 5230.985352
	Iteration 19Q: 3 clusters Score -4251808 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4251914.000000 Penalty: 5230.985352
	Iteration 20F: 3 clusters Score -4251914 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4252024.000000 Penalty: 5230.985352
	Iteration 21Q: 3 clusters Score -4252024 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4252140.500000 Penalty: 5230.985352
	Iteration 22Q: 3 clusters Score -4252140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4252238.000000 Penalty: 5230.985352
	Iteration 23Q: 3 clusters Score -4252238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4252306.000000 Penalty: 5230.985352
	Iteration 24Q: 3 clusters Score -4252306 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4252368.000000 Penalty: 5230.985352
	Iteration 25Q: 3 clusters Score -4252368 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4252420.000000 Penalty: 5230.985352
	Iteration 26Q: 3 clusters Score -4252420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4252446.000000 Penalty: 5230.985352
	Iteration 27Q: 3 clusters Score -4252446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4252471.000000 Penalty: 5230.985352
	Iteration 28Q: 3 clusters Score -4252471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4252503.500000 Penalty: 5230.985352
	Iteration 29Q: 3 clusters Score -4252504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4252533.500000 Penalty: 5230.985352
	Iteration 30Q: 3 clusters Score -4252534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -4252551.000000 Penalty: 5230.985352
	Iteration 31Q: 3 clusters Score -4252551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4252559.500000 Penalty: 5230.985352
	Iteration 32Q: 3 clusters Score -4252560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4252573.500000 Penalty: 5230.985352
	Iteration 33Q: 3 clusters Score -4252574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4252576.000000 Penalty: 5230.985352
	Iteration 34Q: 3 clusters Score -4252576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -4252586.000000 Penalty: 5230.985352
	Iteration 35Q: 3 clusters Score -4252586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -4252600.000000 Penalty: 5230.985352
	Iteration 36Q: 3 clusters Score -4252600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4252607.500000 Penalty: 5230.985352
	Iteration 37Q: 3 clusters Score -4252608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4252602.500000 Penalty: 5230.985352
	Iteration 38Q: 3 clusters Score -4252602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4252609.500000 Penalty: 5230.985352
	Iteration 39Q: 3 clusters Score -4252610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4252617.500000 Penalty: 5230.985352
	Iteration 40F: 3 clusters Score -4252618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4252623.000000 Penalty: 5230.985352
	Iteration 41Q: 3 clusters Score -4252623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4252622.500000 Penalty: 5230.985352
	Iteration 42Q: 3 clusters Score -4252622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4252626.000000 Penalty: 5230.985352
	Iteration 43Q: 3 clusters Score -4252626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4252620.000000 Penalty: 5230.985352
	Iteration 44Q: 3 clusters Score -4252620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4252621.500000 Penalty: 5230.985352
	Iteration 45Q: 3 clusters Score -4252622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4252621.000000 Penalty: 5230.985352
	Iteration 46Q: 3 clusters Score -4252621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4252621.000000 Penalty: 5230.985352
	Iteration 47F: 3 clusters Score -4252621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Entering Unmasked Estep 
Score: -2257746.000000 Penalty: 2465.755859
	Iteration 0F: 2 clusters Score -2257746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2243263.000000 Penalty: 4931.511719
	Iteration 0F: 3 clusters Score -2243263 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2248061.000000 Penalty: 4931.511719
	Iteration 1F: 3 clusters Score -2248061 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2248485.000000 Penalty: 4931.511719
	Iteration 2F: 3 clusters Score -2248485 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2248810.500000 Penalty: 4931.511719
	Iteration 3Q: 3 clusters Score -2248810 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2249070.750000 Penalty: 4931.511719
	Iteration 4Q: 3 clusters Score -2249071 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2249275.000000 Penalty: 4931.511719
	Iteration 5Q: 3 clusters Score -2249275 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2249515.500000 Penalty: 4931.511719
	Iteration 6Q: 3 clusters Score -2249516 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2249813.500000 Penalty: 4931.511719
	Iteration 7Q: 3 clusters Score -2249814 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2250229.000000 Penalty: 4931.511719
	Iteration 8Q: 3 clusters Score -2250229 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2250858.250000 Penalty: 4931.511719
	Iteration 9F: 3 clusters Score -2250858 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2251640.000000 Penalty: 4931.511719
	Iteration 10F: 3 clusters Score -2251640 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2252608.250000 Penalty: 4931.511719
	Iteration 11F: 3 clusters Score -2252608 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2253641.250000 Penalty: 4931.511719
	Iteration 12F: 3 clusters Score -2253641 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2254585.750000 Penalty: 4931.511719
	Iteration 13Q: 3 clusters Score -2254586 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2255232.750000 Penalty: 4931.511719
	Iteration 14Q: 3 clusters Score -2255233 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2255543.500000 Penalty: 4931.511719
	Iteration 15Q: 3 clusters Score -2255544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2255739.500000 Penalty: 4931.511719
	Iteration 16Q: 3 clusters Score -2255740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2255836.500000 Penalty: 4931.511719
	Iteration 17Q: 3 clusters Score -2255836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2255881.250000 Penalty: 4931.511719
	Iteration 18Q: 3 clusters Score -2255881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2255911.000000 Penalty: 4931.511719
	Iteration 19Q: 3 clusters Score -2255911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2255980.000000 Penalty: 4931.511719
	Iteration 20F: 3 clusters Score -2255980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2256091.000000 Penalty: 4931.511719
	Iteration 21Q: 3 clusters Score -2256091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2256136.250000 Penalty: 4931.511719
	Iteration 22Q: 3 clusters Score -2256136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2256173.000000 Penalty: 4931.511719
	Iteration 23Q: 3 clusters Score -2256173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2256199.250000 Penalty: 4931.511719
	Iteration 24Q: 3 clusters Score -2256199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2256218.500000 Penalty: 4931.511719
	Iteration 25Q: 3 clusters Score -2256218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2256226.250000 Penalty: 4931.511719
	Iteration 26Q: 3 clusters Score -2256226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2256239.750000 Penalty: 4931.511719
	Iteration 27Q: 3 clusters Score -2256240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2256246.250000 Penalty: 4931.511719
	Iteration 28Q: 3 clusters Score -2256246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2256255.500000 Penalty: 4931.511719
	Iteration 29Q: 3 clusters Score -2256256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2256259.000000 Penalty: 4931.511719
	Iteration 30Q: 3 clusters Score -2256259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2256269.250000 Penalty: 4931.511719
	Iteration 31Q: 3 clusters Score -2256269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2256275.250000 Penalty: 4931.511719
	Iteration 32Q: 3 clusters Score -2256275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2256292.750000 Penalty: 4931.511719
	Iteration 33Q: 3 clusters Score -2256293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2256306.250000 Penalty: 4931.511719
	Iteration 34Q: 3 clusters Score -2256306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2256315.250000 Penalty: 4931.511719
	Iteration 35Q: 3 clusters Score -2256315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2256321.250000 Penalty: 4931.511719
	Iteration 36Q: 3 clusters Score -2256321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2256323.500000 Penalty: 4931.511719
	Iteration 37Q: 3 clusters Score -2256324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2256329.250000 Penalty: 4931.511719
	Iteration 38Q: 3 clusters Score -2256329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2256331.250000 Penalty: 4931.511719
	Iteration 39Q: 3 clusters Score -2256331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2256333.250000 Penalty: 4931.511719
	Iteration 40F: 3 clusters Score -2256333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2256343.750000 Penalty: 4931.511719
	Iteration 41Q: 3 clusters Score -2256344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2256348.000000 Penalty: 4931.511719
	Iteration 42Q: 3 clusters Score -2256348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2256357.500000 Penalty: 4931.511719
	Iteration 43Q: 3 clusters Score -2256358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2256360.250000 Penalty: 4931.511719
	Iteration 44Q: 3 clusters Score -2256360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2256363.500000 Penalty: 4931.511719
	Iteration 45Q: 3 clusters Score -2256364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2256367.500000 Penalty: 4931.511719
	Iteration 46Q: 3 clusters Score -2256368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2256367.500000 Penalty: 4931.511719
	Iteration 47F: 3 clusters Score -2256368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -655042.250000 Penalty: 2171.696289
	Iteration 0F: 2 clusters Score -655042.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -649715.437500 Penalty: 4343.392578
	Iteration 0F: 3 clusters Score -649715.4 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -651246.687500 Penalty: 4343.392578
	Iteration 1F: 3 clusters Score -651246.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -651602.875000 Penalty: 4343.392578
	Iteration 2F: 3 clusters Score -651602.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -651882.687500 Penalty: 4343.392578
	Iteration 3F: 3 clusters Score -651882.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -652102.812500 Penalty: 4343.392578
	Iteration 4F: 3 clusters Score -652102.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -652277.375000 Penalty: 4343.392578
	Iteration 5Q: 3 clusters Score -652277.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -652461.062500 Penalty: 4343.392578
	Iteration 6Q: 3 clusters Score -652461.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -652625.312500 Penalty: 4343.392578
	Iteration 7Q: 3 clusters Score -652625.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -652780.875000 Penalty: 4343.392578
	Iteration 8Q: 3 clusters Score -652780.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -652917.687500 Penalty: 4343.392578
	Iteration 9Q: 3 clusters Score -652917.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -653018.000000 Penalty: 4343.392578
	Iteration 10Q: 3 clusters Score -653018 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -653085.312500 Penalty: 4343.392578
	Iteration 11Q: 3 clusters Score -653085.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -653134.750000 Penalty: 4343.392578
	Iteration 12Q: 3 clusters Score -653134.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -653163.437500 Penalty: 4343.392578
	Iteration 13Q: 3 clusters Score -653163.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -653186.812500 Penalty: 4343.392578
	Iteration 14Q: 3 clusters Score -653186.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -653199.125000 Penalty: 4343.392578
	Iteration 15Q: 3 clusters Score -653199.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -653212.125000 Penalty: 4343.392578
	Iteration 16Q: 3 clusters Score -653212.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -653225.187500 Penalty: 4343.392578
	Iteration 17Q: 3 clusters Score -653225.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -653242.562500 Penalty: 4343.392578
	Iteration 18Q: 3 clusters Score -653242.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -653255.562500 Penalty: 4343.392578
	Iteration 19Q: 3 clusters Score -653255.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -653274.625000 Penalty: 4343.392578
	Iteration 20F: 3 clusters Score -653274.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -653285.687500 Penalty: 4343.392578
	Iteration 21Q: 3 clusters Score -653285.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -653294.125000 Penalty: 4343.392578
	Iteration 22Q: 3 clusters Score -653294.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -653300.750000 Penalty: 4343.392578
	Iteration 23Q: 3 clusters Score -653300.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -653305.312500 Penalty: 4343.392578
	Iteration 24Q: 3 clusters Score -653305.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -653307.062500 Penalty: 4343.392578
	Iteration 25Q: 3 clusters Score -653307.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -653313.625000 Penalty: 4343.392578
	Iteration 26Q: 3 clusters Score -653313.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -653322.125000 Penalty: 4343.392578
	Iteration 27Q: 3 clusters Score -653322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -653331.250000 Penalty: 4343.392578
	Iteration 28Q: 3 clusters Score -653331.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -653338.062500 Penalty: 4343.392578
	Iteration 29Q: 3 clusters Score -653338.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -653347.875000 Penalty: 4343.392578
	Iteration 30Q: 3 clusters Score -653347.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -653362.187500 Penalty: 4343.392578
	Iteration 31Q: 3 clusters Score -653362.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -653378.562500 Penalty: 4343.392578
	Iteration 32Q: 3 clusters Score -653378.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -653393.687500 Penalty: 4343.392578
	Iteration 33Q: 3 clusters Score -653393.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -653409.125000 Penalty: 4343.392578
	Iteration 34Q: 3 clusters Score -653409.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -653427.625000 Penalty: 4343.392578
	Iteration 35Q: 3 clusters Score -653427.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -653446.562500 Penalty: 4343.392578
	Iteration 36Q: 3 clusters Score -653446.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -653464.937500 Penalty: 4343.392578
	Iteration 37Q: 3 clusters Score -653464.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -653487.000000 Penalty: 4343.392578
	Iteration 38Q: 3 clusters Score -653487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -653498.562500 Penalty: 4343.392578
	Iteration 39Q: 3 clusters Score -653498.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -653510.812500 Penalty: 4343.392578
	Iteration 40F: 3 clusters Score -653510.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -653521.875000 Penalty: 4343.392578
	Iteration 41Q: 3 clusters Score -653521.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -653536.437500 Penalty: 4343.392578
	Iteration 42Q: 3 clusters Score -653536.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -653545.875000 Penalty: 4343.392578
	Iteration 43Q: 3 clusters Score -653545.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -653550.562500 Penalty: 4343.392578
	Iteration 44Q: 3 clusters Score -653550.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -653555.687500 Penalty: 4343.392578
	Iteration 45Q: 3 clusters Score -653555.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -653561.812500 Penalty: 4343.392578
	Iteration 46Q: 3 clusters Score -653561.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -653569.687500 Penalty: 4343.392578
	Iteration 47Q: 3 clusters Score -653569.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -653574.125000 Penalty: 4343.392578
	Iteration 48Q: 3 clusters Score -653574.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -653578.937500 Penalty: 4343.392578
	Iteration 49Q: 3 clusters Score -653578.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -653584.625000 Penalty: 4343.392578
	Iteration 50Q: 3 clusters Score -653584.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -653585.812500 Penalty: 4343.392578
	Iteration 51Q: 3 clusters Score -653585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -653588.062500 Penalty: 4343.392578
	Iteration 52Q: 3 clusters Score -653588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -653593.000000 Penalty: 4343.392578
	Iteration 53Q: 3 clusters Score -653593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -653596.937500 Penalty: 4343.392578
	Iteration 54Q: 3 clusters Score -653596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -653600.312500 Penalty: 4343.392578
	Iteration 55Q: 3 clusters Score -653600.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -653603.000000 Penalty: 4343.392578
	Iteration 56Q: 3 clusters Score -653603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -653604.875000 Penalty: 4343.392578
	Iteration 57Q: 3 clusters Score -653604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -653606.937500 Penalty: 4343.392578
	Iteration 58Q: 3 clusters Score -653606.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -653610.312500 Penalty: 4343.392578
	Iteration 59Q: 3 clusters Score -653610.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -653613.062500 Penalty: 4343.392578
	Iteration 60F: 3 clusters Score -653613.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -653616.937500 Penalty: 4343.392578
	Iteration 61Q: 3 clusters Score -653616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -653619.312500 Penalty: 4343.392578
	Iteration 62Q: 3 clusters Score -653619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -653624.687500 Penalty: 4343.392578
	Iteration 63Q: 3 clusters Score -653624.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -653630.062500 Penalty: 4343.392578
	Iteration 64Q: 3 clusters Score -653630.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -653633.937500 Penalty: 4343.392578
	Iteration 65Q: 3 clusters Score -653633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -653636.375000 Penalty: 4343.392578
	Iteration 66Q: 3 clusters Score -653636.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -653636.500000 Penalty: 4343.392578
	Iteration 67Q: 3 clusters Score -653636.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -653641.500000 Penalty: 4343.392578
	Iteration 68Q: 3 clusters Score -653641.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -653645.187500 Penalty: 4343.392578
	Iteration 69Q: 3 clusters Score -653645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -653648.187500 Penalty: 4343.392578
	Iteration 70Q: 3 clusters Score -653648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -653650.187500 Penalty: 4343.392578
	Iteration 71Q: 3 clusters Score -653650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -653652.687500 Penalty: 4343.392578
	Iteration 72Q: 3 clusters Score -653652.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -653656.937500 Penalty: 4343.392578
	Iteration 73Q: 3 clusters Score -653656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -653659.312500 Penalty: 4343.392578
	Iteration 74Q: 3 clusters Score -653659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -653660.625000 Penalty: 4343.392578
	Iteration 75Q: 3 clusters Score -653660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -653659.875000 Penalty: 4343.392578
	Iteration 76Q: 3 clusters Score -653659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -653661.375000 Penalty: 4343.392578
	Iteration 77Q: 3 clusters Score -653661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -653661.187500 Penalty: 4343.392578
	Iteration 78Q: 3 clusters Score -653661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -653661.437500 Penalty: 4343.392578
	Iteration 79Q: 3 clusters Score -653661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -653660.937500 Penalty: 4343.392578
	Iteration 80F: 3 clusters Score -653660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -653664.500000 Penalty: 4343.392578
	Iteration 81Q: 3 clusters Score -653664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -653664.000000 Penalty: 4343.392578
	Iteration 82Q: 3 clusters Score -653664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -653665.250000 Penalty: 4343.392578
	Iteration 83Q: 3 clusters Score -653665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -653664.500000 Penalty: 4343.392578
	Iteration 84Q: 3 clusters Score -653664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -653665.312500 Penalty: 4343.392578
	Iteration 85Q: 3 clusters Score -653665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -653666.000000 Penalty: 4343.392578
	Iteration 86Q: 3 clusters Score -653666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -653666.562500 Penalty: 4343.392578
	Iteration 87Q: 3 clusters Score -653666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -653668.125000 Penalty: 4343.392578
	Iteration 88Q: 3 clusters Score -653668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -653669.187500 Penalty: 4343.392578
	Iteration 89Q: 3 clusters Score -653669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -653669.687500 Penalty: 4343.392578
	Iteration 90Q: 3 clusters Score -653669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -653669.687500 Penalty: 4343.392578
	Iteration 91Q: 3 clusters Score -653669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -653669.687500 Penalty: 4343.392578
	Iteration 92Q: 3 clusters Score -653669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -653670.062500 Penalty: 4343.392578
	Iteration 93Q: 3 clusters Score -653670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -653670.062500 Penalty: 4343.392578
	Iteration 94F: 3 clusters Score -653670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Entering Unmasked Estep 
Score: -4276438.500000 Penalty: 2612.395996
	Iteration 0F: 2 clusters Score -4276438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4250890.000000 Penalty: 5224.791992
	Iteration 0F: 3 clusters Score -4250890 nChanged 17078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4260214.000000 Penalty: 5224.791992
	Iteration 1F: 3 clusters Score -4260214 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4260778.500000 Penalty: 5224.791992
	Iteration 2Q: 3 clusters Score -4260778 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4261378.500000 Penalty: 5224.791992
	Iteration 3Q: 3 clusters Score -4261378 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4262031.000000 Penalty: 5224.791992
	Iteration 4Q: 3 clusters Score -4262031 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4262996.500000 Penalty: 5224.791992
	Iteration 5F: 3 clusters Score -4262996 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4264463.500000 Penalty: 5224.791992
	Iteration 6F: 3 clusters Score -4264464 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4266454.000000 Penalty: 5224.791992
	Iteration 7F: 3 clusters Score -4266454 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4268769.000000 Penalty: 5224.791992
	Iteration 8F: 3 clusters Score -4268769 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4270749.500000 Penalty: 5224.791992
	Iteration 9F: 3 clusters Score -4270750 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4272053.000000 Penalty: 5224.791992
	Iteration 10Q: 3 clusters Score -4272053 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4272718.000000 Penalty: 5224.791992
	Iteration 11Q: 3 clusters Score -4272718 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4273068.000000 Penalty: 5224.791992
	Iteration 12Q: 3 clusters Score -4273068 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4273316.500000 Penalty: 5224.791992
	Iteration 13Q: 3 clusters Score -4273316 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4273480.500000 Penalty: 5224.791992
	Iteration 14Q: 3 clusters Score -4273480 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4273605.000000 Penalty: 5224.791992
	Iteration 15Q: 3 clusters Score -4273605 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4273703.500000 Penalty: 5224.791992
	Iteration 16Q: 3 clusters Score -4273704 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4273775.500000 Penalty: 5224.791992
	Iteration 17Q: 3 clusters Score -4273776 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4273827.000000 Penalty: 5224.791992
	Iteration 18Q: 3 clusters Score -4273827 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4273894.000000 Penalty: 5224.791992
	Iteration 19Q: 3 clusters Score -4273894 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4273948.000000 Penalty: 5224.791992
	Iteration 20F: 3 clusters Score -4273948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4274002.500000 Penalty: 5224.791992
	Iteration 21Q: 3 clusters Score -4274002 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4274021.000000 Penalty: 5224.791992
	Iteration 22Q: 3 clusters Score -4274021 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4274073.000000 Penalty: 5224.791992
	Iteration 23Q: 3 clusters Score -4274073 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4274105.500000 Penalty: 5224.791992
	Iteration 24Q: 3 clusters Score -4274106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4274126.500000 Penalty: 5224.791992
	Iteration 25Q: 3 clusters Score -4274126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4274153.500000 Penalty: 5224.791992
	Iteration 26Q: 3 clusters Score -4274154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -4274183.500000 Penalty: 5224.791992
	Iteration 27Q: 3 clusters Score -4274184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4274226.500000 Penalty: 5224.791992
	Iteration 28Q: 3 clusters Score -4274226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4274255.000000 Penalty: 5224.791992
	Iteration 29Q: 3 clusters Score -4274255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4274270.500000 Penalty: 5224.791992
	Iteration 30Q: 3 clusters Score -4274270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4274290.000000 Penalty: 5224.791992
	Iteration 31Q: 3 clusters Score -4274290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4274310.000000 Penalty: 5224.791992
	Iteration 32Q: 3 clusters Score -4274310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4274321.500000 Penalty: 5224.791992
	Iteration 33Q: 3 clusters Score -4274322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4274333.500000 Penalty: 5224.791992
	Iteration 34Q: 3 clusters Score -4274334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4274350.000000 Penalty: 5224.791992
	Iteration 35Q: 3 clusters Score -4274350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4274361.500000 Penalty: 5224.791992
	Iteration 36Q: 3 clusters Score -4274362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4274368.000000 Penalty: 5224.791992
	Iteration 37Q: 3 clusters Score -4274368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4274373.000000 Penalty: 5224.791992
	Iteration 38Q: 3 clusters Score -4274373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4274375.500000 Penalty: 5224.791992
	Iteration 39Q: 3 clusters Score -4274376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4274387.500000 Penalty: 5224.791992
	Iteration 40F: 3 clusters Score -4274388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4274389.000000 Penalty: 5224.791992
	Iteration 41Q: 3 clusters Score -4274389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4274395.500000 Penalty: 5224.791992
	Iteration 42Q: 3 clusters Score -4274396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4274398.500000 Penalty: 5224.791992
	Iteration 43Q: 3 clusters Score -4274398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4274395.500000 Penalty: 5224.791992
	Iteration 44Q: 3 clusters Score -4274396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4274394.000000 Penalty: 5224.791992
	Iteration 45Q: 3 clusters Score -4274394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4274397.500000 Penalty: 5224.791992
	Iteration 46Q: 3 clusters Score -4274398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4274401.000000 Penalty: 5224.791992
	Iteration 47Q: 3 clusters Score -4274401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4274399.500000 Penalty: 5224.791992
	Iteration 48Q: 3 clusters Score -4274400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4274399.000000 Penalty: 5224.791992
	Iteration 49Q: 3 clusters Score -4274399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4274402.000000 Penalty: 5224.791992
	Iteration 50Q: 3 clusters Score -4274402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4274405.000000 Penalty: 5224.791992
	Iteration 51Q: 3 clusters Score -4274405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4274412.500000 Penalty: 5224.791992
	Iteration 52Q: 3 clusters Score -4274412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4274418.000000 Penalty: 5224.791992
	Iteration 53Q: 3 clusters Score -4274418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4274416.000000 Penalty: 5224.791992
	Iteration 54Q: 3 clusters Score -4274416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4274421.000000 Penalty: 5224.791992
	Iteration 55Q: 3 clusters Score -4274421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4274425.500000 Penalty: 5224.791992
	Iteration 56Q: 3 clusters Score -4274426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4274421.500000 Penalty: 5224.791992
	Iteration 57Q: 3 clusters Score -4274422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4274421.500000 Penalty: 5224.791992
	Iteration 58F: 3 clusters Score -4274422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -50130.105469 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -50130.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48657.757812 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -48657.76 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48968.773438 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -48968.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49108.761719 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -49108.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49337.746094 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -49337.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49482.921875 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -49482.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49619.476562 Penalty: 3107.589355
	Iteration 5F: 3 clusters Score -49619.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49752.714844 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -49752.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49837.101562 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -49837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49877.550781 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -49877.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49890.863281 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -49890.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49893.753906 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -49893.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49893.753906 Penalty: 3107.589355
	Iteration 11F: 3 clusters Score -49893.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Entering Unmasked Estep 
Score: -1528104.625000 Penalty: 2358.479980
	Iteration 0F: 2 clusters Score -1528105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1518214.750000 Penalty: 4716.959961
	Iteration 0F: 3 clusters Score -1518215 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1521519.750000 Penalty: 4716.959961
	Iteration 1F: 3 clusters Score -1521520 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1522475.625000 Penalty: 4716.959961
	Iteration 2F: 3 clusters Score -1522476 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1523529.250000 Penalty: 4716.959961
	Iteration 3F: 3 clusters Score -1523529 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1524439.000000 Penalty: 4716.959961
	Iteration 4F: 3 clusters Score -1524439 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1525175.625000 Penalty: 4716.959961
	Iteration 5F: 3 clusters Score -1525176 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1525728.375000 Penalty: 4716.959961
	Iteration 6F: 3 clusters Score -1525728 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1526001.500000 Penalty: 4716.959961
	Iteration 7Q: 3 clusters Score -1526002 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1526139.250000 Penalty: 4716.959961
	Iteration 8Q: 3 clusters Score -1526139 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1526204.250000 Penalty: 4716.959961
	Iteration 9Q: 3 clusters Score -1526204 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1526252.375000 Penalty: 4716.959961
	Iteration 10Q: 3 clusters Score -1526252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1526289.625000 Penalty: 4716.959961
	Iteration 11Q: 3 clusters Score -1526290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1526315.625000 Penalty: 4716.959961
	Iteration 12Q: 3 clusters Score -1526316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1526335.750000 Penalty: 4716.959961
	Iteration 13Q: 3 clusters Score -1526336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1526347.500000 Penalty: 4716.959961
	Iteration 14Q: 3 clusters Score -1526348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1526362.125000 Penalty: 4716.959961
	Iteration 15Q: 3 clusters Score -1526362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1526388.125000 Penalty: 4716.959961
	Iteration 16Q: 3 clusters Score -1526388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1526405.625000 Penalty: 4716.959961
	Iteration 17Q: 3 clusters Score -1526406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1526426.625000 Penalty: 4716.959961
	Iteration 18Q: 3 clusters Score -1526427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1526441.000000 Penalty: 4716.959961
	Iteration 19Q: 3 clusters Score -1526441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1526458.875000 Penalty: 4716.959961
	Iteration 20F: 3 clusters Score -1526459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1526474.250000 Penalty: 4716.959961
	Iteration 21Q: 3 clusters Score -1526474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1526489.500000 Penalty: 4716.959961
	Iteration 22Q: 3 clusters Score -1526490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1526497.750000 Penalty: 4716.959961
	Iteration 23Q: 3 clusters Score -1526498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1526515.625000 Penalty: 4716.959961
	Iteration 24Q: 3 clusters Score -1526516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1526539.375000 Penalty: 4716.959961
	Iteration 25Q: 3 clusters Score -1526539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1526567.375000 Penalty: 4716.959961
	Iteration 26Q: 3 clusters Score -1526567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1526602.000000 Penalty: 4716.959961
	Iteration 27Q: 3 clusters Score -1526602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1526630.250000 Penalty: 4716.959961
	Iteration 28Q: 3 clusters Score -1526630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1526660.500000 Penalty: 4716.959961
	Iteration 29Q: 3 clusters Score -1526660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1526699.875000 Penalty: 4716.959961
	Iteration 30Q: 3 clusters Score -1526700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1526721.000000 Penalty: 4716.959961
	Iteration 31Q: 3 clusters Score -1526721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1526744.000000 Penalty: 4716.959961
	Iteration 32Q: 3 clusters Score -1526744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1526758.500000 Penalty: 4716.959961
	Iteration 33Q: 3 clusters Score -1526758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1526776.875000 Penalty: 4716.959961
	Iteration 34Q: 3 clusters Score -1526777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1526794.750000 Penalty: 4716.959961
	Iteration 35Q: 3 clusters Score -1526795 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1526810.625000 Penalty: 4716.959961
	Iteration 36Q: 3 clusters Score -1526811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1526825.625000 Penalty: 4716.959961
	Iteration 37Q: 3 clusters Score -1526826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1526837.250000 Penalty: 4716.959961
	Iteration 38Q: 3 clusters Score -1526837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1526853.125000 Penalty: 4716.959961
	Iteration 39Q: 3 clusters Score -1526853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1526863.500000 Penalty: 4716.959961
	Iteration 40F: 3 clusters Score -1526864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1526877.750000 Penalty: 4716.959961
	Iteration 41Q: 3 clusters Score -1526878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1526884.500000 Penalty: 4716.959961
	Iteration 42Q: 3 clusters Score -1526884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1526895.625000 Penalty: 4716.959961
	Iteration 43Q: 3 clusters Score -1526896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1526908.375000 Penalty: 4716.959961
	Iteration 44Q: 3 clusters Score -1526908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1526912.500000 Penalty: 4716.959961
	Iteration 45Q: 3 clusters Score -1526912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1526921.750000 Penalty: 4716.959961
	Iteration 46Q: 3 clusters Score -1526922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1526928.500000 Penalty: 4716.959961
	Iteration 47Q: 3 clusters Score -1526928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1526930.875000 Penalty: 4716.959961
	Iteration 48Q: 3 clusters Score -1526931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1526935.125000 Penalty: 4716.959961
	Iteration 49Q: 3 clusters Score -1526935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1526937.375000 Penalty: 4716.959961
	Iteration 50Q: 3 clusters Score -1526937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1526938.875000 Penalty: 4716.959961
	Iteration 51Q: 3 clusters Score -1526939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1526939.500000 Penalty: 4716.959961
	Iteration 52Q: 3 clusters Score -1526940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1526939.000000 Penalty: 4716.959961
	Iteration 53Q: 3 clusters Score -1526939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1526939.000000 Penalty: 4716.959961
	Iteration 54Q: 3 clusters Score -1526939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1526938.125000 Penalty: 4716.959961
	Iteration 55Q: 3 clusters Score -1526938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1526939.375000 Penalty: 4716.959961
	Iteration 56Q: 3 clusters Score -1526939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1526939.625000 Penalty: 4716.959961
	Iteration 57Q: 3 clusters Score -1526940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1526939.625000 Penalty: 4716.959961
	Iteration 58F: 3 clusters Score -1526940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -102944.140625 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -102944.1 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 508 members 
Entering Unmasked Estep 
Score: -100995.273438 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -100995.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101279.476562 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -101279.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101347.281250 Penalty: 3424.258545
	Iteration 2Q: 3 clusters Score -101347.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101384.765625 Penalty: 3424.258545
	Iteration 3Q: 3 clusters Score -101384.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101408.835938 Penalty: 3424.258545
	Iteration 4Q: 3 clusters Score -101408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101434.484375 Penalty: 3424.258545
	Iteration 5Q: 3 clusters Score -101434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101447.265625 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -101447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101458.289062 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -101458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101463.648438 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -101463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101470.820312 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -101470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101484.546875 Penalty: 3424.258545
	Iteration 10Q: 3 clusters Score -101484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101489.351562 Penalty: 3424.258545
	Iteration 11Q: 3 clusters Score -101489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101493.570312 Penalty: 3424.258545
	Iteration 12Q: 3 clusters Score -101493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101498.242188 Penalty: 3424.258545
	Iteration 13Q: 3 clusters Score -101498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101508.281250 Penalty: 3424.258545
	Iteration 14Q: 3 clusters Score -101508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101515.945312 Penalty: 3424.258545
	Iteration 15Q: 3 clusters Score -101515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101523.421875 Penalty: 3424.258545
	Iteration 16Q: 3 clusters Score -101523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -101539.648438 Penalty: 3424.258545
	Iteration 17Q: 3 clusters Score -101539.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -101574.851562 Penalty: 3424.258545
	Iteration 18Q: 3 clusters Score -101574.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101622.093750 Penalty: 3424.258545
	Iteration 19Q: 3 clusters Score -101622.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101660.007812 Penalty: 3424.258545
	Iteration 20F: 3 clusters Score -101660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -101671.703125 Penalty: 3424.258545
	Iteration 21Q: 3 clusters Score -101671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101681.976562 Penalty: 3424.258545
	Iteration 22Q: 3 clusters Score -101682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101695.250000 Penalty: 3424.258545
	Iteration 23Q: 3 clusters Score -101695.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101709.195312 Penalty: 3424.258545
	Iteration 24Q: 3 clusters Score -101709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101715.632812 Penalty: 3424.258545
	Iteration 25Q: 3 clusters Score -101715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101723.640625 Penalty: 3424.258545
	Iteration 26Q: 3 clusters Score -101723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101729.851562 Penalty: 3424.258545
	Iteration 27Q: 3 clusters Score -101729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101734.656250 Penalty: 3424.258545
	Iteration 28Q: 3 clusters Score -101734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101742.960938 Penalty: 3424.258545
	Iteration 29Q: 3 clusters Score -101743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101746.445312 Penalty: 3424.258545
	Iteration 30Q: 3 clusters Score -101746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101753.273438 Penalty: 3424.258545
	Iteration 31Q: 3 clusters Score -101753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101761.140625 Penalty: 3424.258545
	Iteration 32Q: 3 clusters Score -101761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101774.890625 Penalty: 3424.258545
	Iteration 33Q: 3 clusters Score -101774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -101796.109375 Penalty: 3424.258545
	Iteration 34Q: 3 clusters Score -101796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -101814.289062 Penalty: 3424.258545
	Iteration 35Q: 3 clusters Score -101814.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101831.820312 Penalty: 3424.258545
	Iteration 36Q: 3 clusters Score -101831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -101856.437500 Penalty: 3424.258545
	Iteration 37Q: 3 clusters Score -101856.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101888.882812 Penalty: 3424.258545
	Iteration 38Q: 3 clusters Score -101888.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101921.398438 Penalty: 3424.258545
	Iteration 39Q: 3 clusters Score -101921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -101944.257812 Penalty: 3424.258545
	Iteration 40F: 3 clusters Score -101944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -101960.195312 Penalty: 3424.258545
	Iteration 41Q: 3 clusters Score -101960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -101973.656250 Penalty: 3424.258545
	Iteration 42Q: 3 clusters Score -101973.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -101990.804688 Penalty: 3424.258545
	Iteration 43Q: 3 clusters Score -101990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102021.414062 Penalty: 3424.258545
	Iteration 44Q: 3 clusters Score -102021.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102126.195312 Penalty: 3424.258545
	Iteration 45Q: 3 clusters Score -102126.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -102517.343750 Penalty: 3424.258545
	Iteration 46Q: 3 clusters Score -102517.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -102688.085938 Penalty: 3424.258545
	Iteration 47Q: 3 clusters Score -102688.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -102750.632812 Penalty: 3424.258545
	Iteration 48Q: 3 clusters Score -102750.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -102800.031250 Penalty: 3424.258545
	Iteration 49Q: 3 clusters Score -102800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -102839.609375 Penalty: 3424.258545
	Iteration 50Q: 3 clusters Score -102839.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -102854.078125 Penalty: 3424.258545
	Iteration 51Q: 3 clusters Score -102854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -102858.656250 Penalty: 3424.258545
	Iteration 52Q: 3 clusters Score -102858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -102862.312500 Penalty: 3424.258545
	Iteration 53Q: 3 clusters Score -102862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -102862.312500 Penalty: 3424.258545
	Iteration 54F: 3 clusters Score -102862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Entering Unmasked Estep 
Score: -4709730.000000 Penalty: 2638.037842
	Iteration 0F: 2 clusters Score -4709730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4681642.500000 Penalty: 5276.075684
	Iteration 0F: 3 clusters Score -4681642 nChanged 19016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4692391.500000 Penalty: 5276.075684
	Iteration 1F: 3 clusters Score -4692392 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4693266.500000 Penalty: 5276.075684
	Iteration 2F: 3 clusters Score -4693266 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -4694480.000000 Penalty: 5276.075684
	Iteration 3F: 3 clusters Score -4694480 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -4696258.000000 Penalty: 5276.075684
	Iteration 4F: 3 clusters Score -4696258 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4698628.500000 Penalty: 5276.075684
	Iteration 5F: 3 clusters Score -4698628 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4701480.500000 Penalty: 5276.075684
	Iteration 6F: 3 clusters Score -4701480 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4703992.000000 Penalty: 5276.075684
	Iteration 7F: 3 clusters Score -4703992 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4705588.500000 Penalty: 5276.075684
	Iteration 8Q: 3 clusters Score -4705588 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4706381.500000 Penalty: 5276.075684
	Iteration 9Q: 3 clusters Score -4706382 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4706672.000000 Penalty: 5276.075684
	Iteration 10Q: 3 clusters Score -4706672 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4706820.500000 Penalty: 5276.075684
	Iteration 11Q: 3 clusters Score -4706820 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4706916.500000 Penalty: 5276.075684
	Iteration 12Q: 3 clusters Score -4706916 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -4706968.500000 Penalty: 5276.075684
	Iteration 13Q: 3 clusters Score -4706968 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4706992.000000 Penalty: 5276.075684
	Iteration 14Q: 3 clusters Score -4706992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4707024.000000 Penalty: 5276.075684
	Iteration 15Q: 3 clusters Score -4707024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -4707041.000000 Penalty: 5276.075684
	Iteration 16Q: 3 clusters Score -4707041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4707062.500000 Penalty: 5276.075684
	Iteration 17Q: 3 clusters Score -4707062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4707068.000000 Penalty: 5276.075684
	Iteration 18Q: 3 clusters Score -4707068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4707080.000000 Penalty: 5276.075684
	Iteration 19Q: 3 clusters Score -4707080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4707082.000000 Penalty: 5276.075684
	Iteration 20F: 3 clusters Score -4707082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4707087.000000 Penalty: 5276.075684
	Iteration 21Q: 3 clusters Score -4707087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4707089.500000 Penalty: 5276.075684
	Iteration 22Q: 3 clusters Score -4707090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4707087.500000 Penalty: 5276.075684
	Iteration 23Q: 3 clusters Score -4707088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4707101.000000 Penalty: 5276.075684
	Iteration 24Q: 3 clusters Score -4707101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4707098.500000 Penalty: 5276.075684
	Iteration 25Q: 3 clusters Score -4707098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4707105.000000 Penalty: 5276.075684
	Iteration 26Q: 3 clusters Score -4707105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4707114.000000 Penalty: 5276.075684
	Iteration 27Q: 3 clusters Score -4707114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4707104.500000 Penalty: 5276.075684
	Iteration 28Q: 3 clusters Score -4707104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4707111.500000 Penalty: 5276.075684
	Iteration 29Q: 3 clusters Score -4707112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4707110.500000 Penalty: 5276.075684
	Iteration 30Q: 3 clusters Score -4707110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4707110.500000 Penalty: 5276.075684
	Iteration 31Q: 3 clusters Score -4707110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4707110.500000 Penalty: 5276.075684
	Iteration 32Q: 3 clusters Score -4707110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4707104.000000 Penalty: 5276.075684
	Iteration 33Q: 3 clusters Score -4707104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4707108.000000 Penalty: 5276.075684
	Iteration 34Q: 3 clusters Score -4707108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4707107.500000 Penalty: 5276.075684
	Iteration 35Q: 3 clusters Score -4707108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -4707111.500000 Penalty: 5276.075684
	Iteration 36Q: 3 clusters Score -4707112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4707115.500000 Penalty: 5276.075684
	Iteration 37Q: 3 clusters Score -4707116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4707121.500000 Penalty: 5276.075684
	Iteration 38Q: 3 clusters Score -4707122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4707127.000000 Penalty: 5276.075684
	Iteration 39Q: 3 clusters Score -4707127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -4707120.500000 Penalty: 5276.075684
	Iteration 40F: 3 clusters Score -4707120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -4707125.000000 Penalty: 5276.075684
	Iteration 41Q: 3 clusters Score -4707125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4707130.000000 Penalty: 5276.075684
	Iteration 42Q: 3 clusters Score -4707130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4707135.000000 Penalty: 5276.075684
	Iteration 43Q: 3 clusters Score -4707135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4707138.000000 Penalty: 5276.075684
	Iteration 44Q: 3 clusters Score -4707138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4707139.000000 Penalty: 5276.075684
	Iteration 45Q: 3 clusters Score -4707139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4707156.500000 Penalty: 5276.075684
	Iteration 46Q: 3 clusters Score -4707156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4707158.000000 Penalty: 5276.075684
	Iteration 47Q: 3 clusters Score -4707158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4707153.500000 Penalty: 5276.075684
	Iteration 48Q: 3 clusters Score -4707154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -4707156.000000 Penalty: 5276.075684
	Iteration 49Q: 3 clusters Score -4707156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4707155.000000 Penalty: 5276.075684
	Iteration 50Q: 3 clusters Score -4707155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -4707154.000000 Penalty: 5276.075684
	Iteration 51Q: 3 clusters Score -4707154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4707151.000000 Penalty: 5276.075684
	Iteration 52Q: 3 clusters Score -4707151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4707152.000000 Penalty: 5276.075684
	Iteration 53Q: 3 clusters Score -4707152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4707152.000000 Penalty: 5276.075684
	Iteration 54F: 3 clusters Score -4707152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (255764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255764 members 
Entering Unmasked Estep 
Score: -28832096.000000 Penalty: 3088.098633
	Iteration 0F: 2 clusters Score -2.88321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -28676642.000000 Penalty: 6176.197266
	Iteration 0F: 3 clusters Score -2.867664e+07 nChanged 123625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129440 members 
Mstep: Class 2 contains 126324 members 
Entering Unmasked Estep 
Score: -28748836.000000 Penalty: 6176.197266
	Iteration 1F: 3 clusters Score -2.874884e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130102 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -28749772.000000 Penalty: 6176.197266
	Iteration 2Q: 3 clusters Score -2.874977e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131168 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -28751128.000000 Penalty: 6176.197266
	Iteration 3Q: 3 clusters Score -2.875113e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132785 members 
Mstep: Class 2 contains 122979 members 
Entering Unmasked Estep 
Score: -28752612.000000 Penalty: 6176.197266
	Iteration 4Q: 3 clusters Score -2.875261e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 120383 members 
Entering Unmasked Estep 
Score: -28754576.000000 Penalty: 6176.197266
	Iteration 5Q: 3 clusters Score -2.875458e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 116767 members 
Entering Unmasked Estep 
Score: -28757428.000000 Penalty: 6176.197266
	Iteration 6Q: 3 clusters Score -2.875743e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143850 members 
Mstep: Class 2 contains 111914 members 
Entering Unmasked Estep 
Score: -28761516.000000 Penalty: 6176.197266
	Iteration 7Q: 3 clusters Score -2.876152e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -28768340.000000 Penalty: 6176.197266
	Iteration 8Q: 3 clusters Score -2.876834e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -28777812.000000 Penalty: 6176.197266
	Iteration 9F: 3 clusters Score -2.877781e+07 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -28788904.000000 Penalty: 6176.197266
	Iteration 10F: 3 clusters Score -2.87889e+07 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166411 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -28797754.000000 Penalty: 6176.197266
	Iteration 11F: 3 clusters Score -2.879775e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -28801526.000000 Penalty: 6176.197266
	Iteration 12Q: 3 clusters Score -2.880153e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170542 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -28802638.000000 Penalty: 6176.197266
	Iteration 13Q: 3 clusters Score -2.880264e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -28803200.000000 Penalty: 6176.197266
	Iteration 14Q: 3 clusters Score -2.88032e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174631 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -28803718.000000 Penalty: 6176.197266
	Iteration 15Q: 3 clusters Score -2.880372e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176823 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -28804402.000000 Penalty: 6176.197266
	Iteration 16Q: 3 clusters Score -2.88044e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179122 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -28804894.000000 Penalty: 6176.197266
	Iteration 17Q: 3 clusters Score -2.880489e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181597 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -28805548.000000 Penalty: 6176.197266
	Iteration 18Q: 3 clusters Score -2.880555e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184196 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -28806376.000000 Penalty: 6176.197266
	Iteration 19Q: 3 clusters Score -2.880638e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186928 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -28807120.000000 Penalty: 6176.197266
	Iteration 20F: 3 clusters Score -2.880712e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189717 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -28808070.000000 Penalty: 6176.197266
	Iteration 21Q: 3 clusters Score -2.880807e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192634 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -28808902.000000 Penalty: 6176.197266
	Iteration 22Q: 3 clusters Score -2.88089e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195724 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -28810142.000000 Penalty: 6176.197266
	Iteration 23Q: 3 clusters Score -2.881014e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199180 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -28811504.000000 Penalty: 6176.197266
	Iteration 24Q: 3 clusters Score -2.88115e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202939 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -28812744.000000 Penalty: 6176.197266
	Iteration 25Q: 3 clusters Score -2.881274e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207015 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -28814678.000000 Penalty: 6176.197266
	Iteration 26Q: 3 clusters Score -2.881468e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211402 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -28816482.000000 Penalty: 6176.197266
	Iteration 27Q: 3 clusters Score -2.881648e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215949 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -28818674.000000 Penalty: 6176.197266
	Iteration 28Q: 3 clusters Score -2.881867e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220564 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -28820640.000000 Penalty: 6176.197266
	Iteration 29Q: 3 clusters Score -2.882064e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225117 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -28822262.000000 Penalty: 6176.197266
	Iteration 30Q: 3 clusters Score -2.882226e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229264 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -28823448.000000 Penalty: 6176.197266
	Iteration 31Q: 3 clusters Score -2.882345e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233003 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -28824478.000000 Penalty: 6176.197266
	Iteration 32Q: 3 clusters Score -2.882448e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236318 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -28825450.000000 Penalty: 6176.197266
	Iteration 33Q: 3 clusters Score -2.882545e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239162 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -28826290.000000 Penalty: 6176.197266
	Iteration 34Q: 3 clusters Score -2.882629e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241544 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -28826952.000000 Penalty: 6176.197266
	Iteration 35Q: 3 clusters Score -2.882695e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243579 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -28827494.000000 Penalty: 6176.197266
	Iteration 36Q: 3 clusters Score -2.882749e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245309 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -28828044.000000 Penalty: 6176.197266
	Iteration 37Q: 3 clusters Score -2.882804e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246805 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -28828364.000000 Penalty: 6176.197266
	Iteration 38Q: 3 clusters Score -2.882836e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248059 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -28828638.000000 Penalty: 6176.197266
	Iteration 39Q: 3 clusters Score -2.882864e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249135 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -28828884.000000 Penalty: 6176.197266
	Iteration 40F: 3 clusters Score -2.882888e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250060 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -28829098.000000 Penalty: 6176.197266
	Iteration 41Q: 3 clusters Score -2.88291e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250832 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -28829228.000000 Penalty: 6176.197266
	Iteration 42Q: 3 clusters Score -2.882923e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251528 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -28829348.000000 Penalty: 6176.197266
	Iteration 43Q: 3 clusters Score -2.882935e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252200 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -28829504.000000 Penalty: 6176.197266
	Iteration 44Q: 3 clusters Score -2.88295e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252743 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -28829594.000000 Penalty: 6176.197266
	Iteration 45Q: 3 clusters Score -2.882959e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253206 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -28829636.000000 Penalty: 6176.197266
	Iteration 46Q: 3 clusters Score -2.882964e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253575 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -28829628.000000 Penalty: 6176.197266
	Iteration 47Q: 3 clusters Score -2.882963e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253853 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -28829694.000000 Penalty: 6176.197266
	Iteration 48Q: 3 clusters Score -2.882969e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254070 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -28829662.000000 Penalty: 6176.197266
	Iteration 49Q: 3 clusters Score -2.882966e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254250 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -28829662.000000 Penalty: 6176.197266
	Iteration 50Q: 3 clusters Score -2.882966e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254379 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -28829668.000000 Penalty: 6176.197266
	Iteration 51Q: 3 clusters Score -2.882967e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254470 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -28829672.000000 Penalty: 6176.197266
	Iteration 52Q: 3 clusters Score -2.882967e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254540 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -28829654.000000 Penalty: 6176.197266
	Iteration 53Q: 3 clusters Score -2.882965e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254611 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -28829666.000000 Penalty: 6176.197266
	Iteration 54Q: 3 clusters Score -2.882967e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254661 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -28829674.000000 Penalty: 6176.197266
	Iteration 55Q: 3 clusters Score -2.882967e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254720 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -28829672.000000 Penalty: 6176.197266
	Iteration 56Q: 3 clusters Score -2.882967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254756 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -28829666.000000 Penalty: 6176.197266
	Iteration 57Q: 3 clusters Score -2.882967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254787 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -28829634.000000 Penalty: 6176.197266
	Iteration 58Q: 3 clusters Score -2.882963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254812 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -28829668.000000 Penalty: 6176.197266
	Iteration 59Q: 3 clusters Score -2.882967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254836 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -28829682.000000 Penalty: 6176.197266
	Iteration 60F: 3 clusters Score -2.882968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254857 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -28829670.000000 Penalty: 6176.197266
	Iteration 61Q: 3 clusters Score -2.882967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254882 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -28829684.000000 Penalty: 6176.197266
	Iteration 62Q: 3 clusters Score -2.882968e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254905 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -28829682.000000 Penalty: 6176.197266
	Iteration 63Q: 3 clusters Score -2.882968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254924 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -28829678.000000 Penalty: 6176.197266
	Iteration 64Q: 3 clusters Score -2.882968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254940 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -28829696.000000 Penalty: 6176.197266
	Iteration 65Q: 3 clusters Score -2.88297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254951 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -28829706.000000 Penalty: 6176.197266
	Iteration 66Q: 3 clusters Score -2.882971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254965 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -28829684.000000 Penalty: 6176.197266
	Iteration 67Q: 3 clusters Score -2.882968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254976 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -28829680.000000 Penalty: 6176.197266
	Iteration 68Q: 3 clusters Score -2.882968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254985 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -28829688.000000 Penalty: 6176.197266
	Iteration 69Q: 3 clusters Score -2.882969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254987 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -28829680.000000 Penalty: 6176.197266
	Iteration 70Q: 3 clusters Score -2.882968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254989 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -28829676.000000 Penalty: 6176.197266
	Iteration 71Q: 3 clusters Score -2.882968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254989 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -28829686.000000 Penalty: 6176.197266
	Iteration 72Q: 3 clusters Score -2.882969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254990 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -28829684.000000 Penalty: 6176.197266
	Iteration 73Q: 3 clusters Score -2.882968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254990 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -28829684.000000 Penalty: 6176.197266
	Iteration 74F: 3 clusters Score -2.882968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Entering Unmasked Estep 
Score: -3525816.000000 Penalty: 2564.239746
	Iteration 0F: 2 clusters Score -3525816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3504647.250000 Penalty: 5128.479492
	Iteration 0F: 3 clusters Score -3504647 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3512019.250000 Penalty: 5128.479492
	Iteration 1F: 3 clusters Score -3512019 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3512441.750000 Penalty: 5128.479492
	Iteration 2Q: 3 clusters Score -3512442 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3512880.750000 Penalty: 5128.479492
	Iteration 3Q: 3 clusters Score -3512881 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3513381.500000 Penalty: 5128.479492
	Iteration 4Q: 3 clusters Score -3513382 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3513964.000000 Penalty: 5128.479492
	Iteration 5Q: 3 clusters Score -3513964 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3514713.000000 Penalty: 5128.479492
	Iteration 6Q: 3 clusters Score -3514713 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3515513.500000 Penalty: 5128.479492
	Iteration 7Q: 3 clusters Score -3515514 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3516470.000000 Penalty: 5128.479492
	Iteration 8Q: 3 clusters Score -3516470 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3517541.750000 Penalty: 5128.479492
	Iteration 9Q: 3 clusters Score -3517542 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3518636.750000 Penalty: 5128.479492
	Iteration 10Q: 3 clusters Score -3518637 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3519598.500000 Penalty: 5128.479492
	Iteration 11Q: 3 clusters Score -3519598 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3520383.000000 Penalty: 5128.479492
	Iteration 12Q: 3 clusters Score -3520383 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3521061.250000 Penalty: 5128.479492
	Iteration 13Q: 3 clusters Score -3521061 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3521655.750000 Penalty: 5128.479492
	Iteration 14Q: 3 clusters Score -3521656 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3522132.250000 Penalty: 5128.479492
	Iteration 15Q: 3 clusters Score -3522132 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3522456.000000 Penalty: 5128.479492
	Iteration 16Q: 3 clusters Score -3522456 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3522731.750000 Penalty: 5128.479492
	Iteration 17Q: 3 clusters Score -3522732 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3522914.500000 Penalty: 5128.479492
	Iteration 18Q: 3 clusters Score -3522914 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3523056.750000 Penalty: 5128.479492
	Iteration 19Q: 3 clusters Score -3523057 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3523192.000000 Penalty: 5128.479492
	Iteration 20F: 3 clusters Score -3523192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3523280.750000 Penalty: 5128.479492
	Iteration 21Q: 3 clusters Score -3523281 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3523354.750000 Penalty: 5128.479492
	Iteration 22Q: 3 clusters Score -3523355 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3523412.250000 Penalty: 5128.479492
	Iteration 23Q: 3 clusters Score -3523412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3523460.250000 Penalty: 5128.479492
	Iteration 24Q: 3 clusters Score -3523460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3523504.750000 Penalty: 5128.479492
	Iteration 25Q: 3 clusters Score -3523505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3523540.000000 Penalty: 5128.479492
	Iteration 26Q: 3 clusters Score -3523540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3523579.000000 Penalty: 5128.479492
	Iteration 27Q: 3 clusters Score -3523579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3523614.250000 Penalty: 5128.479492
	Iteration 28Q: 3 clusters Score -3523614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3523637.000000 Penalty: 5128.479492
	Iteration 29Q: 3 clusters Score -3523637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3523657.500000 Penalty: 5128.479492
	Iteration 30Q: 3 clusters Score -3523658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3523671.750000 Penalty: 5128.479492
	Iteration 31Q: 3 clusters Score -3523672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3523684.750000 Penalty: 5128.479492
	Iteration 32Q: 3 clusters Score -3523685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3523690.000000 Penalty: 5128.479492
	Iteration 33Q: 3 clusters Score -3523690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3523696.500000 Penalty: 5128.479492
	Iteration 34Q: 3 clusters Score -3523696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3523704.000000 Penalty: 5128.479492
	Iteration 35Q: 3 clusters Score -3523704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3523708.000000 Penalty: 5128.479492
	Iteration 36Q: 3 clusters Score -3523708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3523708.500000 Penalty: 5128.479492
	Iteration 37Q: 3 clusters Score -3523708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3523706.750000 Penalty: 5128.479492
	Iteration 38Q: 3 clusters Score -3523707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3523706.750000 Penalty: 5128.479492
	Iteration 39F: 3 clusters Score -3523707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Entering Unmasked Estep 
Score: -6413495.000000 Penalty: 2714.066650
	Iteration 0F: 2 clusters Score -6413495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6375229.500000 Penalty: 5428.133301
	Iteration 0F: 3 clusters Score -6375230 nChanged 26228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -6389802.500000 Penalty: 5428.133301
	Iteration 1F: 3 clusters Score -6389802 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -6390277.500000 Penalty: 5428.133301
	Iteration 2Q: 3 clusters Score -6390278 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6390760.000000 Penalty: 5428.133301
	Iteration 3Q: 3 clusters Score -6390760 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6391315.000000 Penalty: 5428.133301
	Iteration 4Q: 3 clusters Score -6391315 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6392027.000000 Penalty: 5428.133301
	Iteration 5Q: 3 clusters Score -6392027 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -6393022.000000 Penalty: 5428.133301
	Iteration 6Q: 3 clusters Score -6393022 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -6394776.500000 Penalty: 5428.133301
	Iteration 7F: 3 clusters Score -6394776 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -6397759.500000 Penalty: 5428.133301
	Iteration 8F: 3 clusters Score -6397760 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -6402066.500000 Penalty: 5428.133301
	Iteration 9F: 3 clusters Score -6402066 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -6406544.500000 Penalty: 5428.133301
	Iteration 10F: 3 clusters Score -6406544 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6409375.000000 Penalty: 5428.133301
	Iteration 11F: 3 clusters Score -6409375 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6410447.000000 Penalty: 5428.133301
	Iteration 12Q: 3 clusters Score -6410447 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6410838.500000 Penalty: 5428.133301
	Iteration 13Q: 3 clusters Score -6410838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6410961.000000 Penalty: 5428.133301
	Iteration 14Q: 3 clusters Score -6410961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6411039.500000 Penalty: 5428.133301
	Iteration 15Q: 3 clusters Score -6411040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6411074.000000 Penalty: 5428.133301
	Iteration 16Q: 3 clusters Score -6411074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6411085.000000 Penalty: 5428.133301
	Iteration 17Q: 3 clusters Score -6411085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6411104.000000 Penalty: 5428.133301
	Iteration 18Q: 3 clusters Score -6411104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6411111.500000 Penalty: 5428.133301
	Iteration 19Q: 3 clusters Score -6411112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6411119.500000 Penalty: 5428.133301
	Iteration 20F: 3 clusters Score -6411120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6411125.500000 Penalty: 5428.133301
	Iteration 21Q: 3 clusters Score -6411126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6411126.000000 Penalty: 5428.133301
	Iteration 22Q: 3 clusters Score -6411126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6411126.000000 Penalty: 5428.133301
	Iteration 23F: 3 clusters Score -6411126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -102095.554688 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -102095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100185.851562 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -100185.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100421.906250 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -100421.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100504.562500 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -100504.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -100543.203125 Penalty: 3410.627197
	Iteration 3Q: 3 clusters Score -100543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100567.382812 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -100567.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100581.164062 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -100581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -100587.085938 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -100587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -100595.906250 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -100595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100603.992188 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -100604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100608.492188 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -100608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100609.765625 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -100609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -100610.898438 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -100610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -100610.898438 Penalty: 3410.627197
	Iteration 12F: 3 clusters Score -100610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Entering Unmasked Estep 
Score: -1793237.250000 Penalty: 2396.835449
	Iteration 0F: 2 clusters Score -1793237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1781915.750000 Penalty: 4793.670898
	Iteration 0F: 3 clusters Score -1781916 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1785546.375000 Penalty: 4793.670898
	Iteration 1F: 3 clusters Score -1785546 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1786184.875000 Penalty: 4793.670898
	Iteration 2F: 3 clusters Score -1786185 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1786940.875000 Penalty: 4793.670898
	Iteration 3F: 3 clusters Score -1786941 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1787730.375000 Penalty: 4793.670898
	Iteration 4F: 3 clusters Score -1787730 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1788618.000000 Penalty: 4793.670898
	Iteration 5F: 3 clusters Score -1788618 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1789554.250000 Penalty: 4793.670898
	Iteration 6F: 3 clusters Score -1789554 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1790367.125000 Penalty: 4793.670898
	Iteration 7F: 3 clusters Score -1790367 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1790912.875000 Penalty: 4793.670898
	Iteration 8Q: 3 clusters Score -1790913 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1791297.500000 Penalty: 4793.670898
	Iteration 9Q: 3 clusters Score -1791298 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1791565.000000 Penalty: 4793.670898
	Iteration 10Q: 3 clusters Score -1791565 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1791721.375000 Penalty: 4793.670898
	Iteration 11Q: 3 clusters Score -1791721 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1791819.750000 Penalty: 4793.670898
	Iteration 12Q: 3 clusters Score -1791820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1791889.125000 Penalty: 4793.670898
	Iteration 13Q: 3 clusters Score -1791889 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1791929.875000 Penalty: 4793.670898
	Iteration 14Q: 3 clusters Score -1791930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1791973.750000 Penalty: 4793.670898
	Iteration 15Q: 3 clusters Score -1791974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1791998.625000 Penalty: 4793.670898
	Iteration 16Q: 3 clusters Score -1791999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1792019.250000 Penalty: 4793.670898
	Iteration 17Q: 3 clusters Score -1792019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1792033.375000 Penalty: 4793.670898
	Iteration 18Q: 3 clusters Score -1792033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1792053.125000 Penalty: 4793.670898
	Iteration 19Q: 3 clusters Score -1792053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1792063.375000 Penalty: 4793.670898
	Iteration 20F: 3 clusters Score -1792063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1792074.750000 Penalty: 4793.670898
	Iteration 21Q: 3 clusters Score -1792075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1792087.375000 Penalty: 4793.670898
	Iteration 22Q: 3 clusters Score -1792087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1792098.625000 Penalty: 4793.670898
	Iteration 23Q: 3 clusters Score -1792099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1792108.625000 Penalty: 4793.670898
	Iteration 24Q: 3 clusters Score -1792109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1792113.875000 Penalty: 4793.670898
	Iteration 25Q: 3 clusters Score -1792114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1792120.500000 Penalty: 4793.670898
	Iteration 26Q: 3 clusters Score -1792120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1792127.750000 Penalty: 4793.670898
	Iteration 27Q: 3 clusters Score -1792128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1792131.500000 Penalty: 4793.670898
	Iteration 28Q: 3 clusters Score -1792132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1792136.250000 Penalty: 4793.670898
	Iteration 29Q: 3 clusters Score -1792136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1792137.750000 Penalty: 4793.670898
	Iteration 30Q: 3 clusters Score -1792138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1792137.750000 Penalty: 4793.670898
	Iteration 31Q: 3 clusters Score -1792138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1792137.250000 Penalty: 4793.670898
	Iteration 32Q: 3 clusters Score -1792137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1792139.625000 Penalty: 4793.670898
	Iteration 33Q: 3 clusters Score -1792140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1792139.750000 Penalty: 4793.670898
	Iteration 34Q: 3 clusters Score -1792140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1792141.250000 Penalty: 4793.670898
	Iteration 35Q: 3 clusters Score -1792141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1792144.375000 Penalty: 4793.670898
	Iteration 36Q: 3 clusters Score -1792144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1792145.625000 Penalty: 4793.670898
	Iteration 37Q: 3 clusters Score -1792146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1792146.500000 Penalty: 4793.670898
	Iteration 38Q: 3 clusters Score -1792146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1792148.625000 Penalty: 4793.670898
	Iteration 39Q: 3 clusters Score -1792149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1792148.125000 Penalty: 4793.670898
	Iteration 40F: 3 clusters Score -1792148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (235093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235093 members 
Entering Unmasked Estep 
Score: -26309124.000000 Penalty: 3067.198730
	Iteration 0F: 2 clusters Score -2.630912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 117566 members 
Entering Unmasked Estep 
Score: -26159918.000000 Penalty: 6134.397461
	Iteration 0F: 3 clusters Score -2.615992e+07 nChanged 113727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -26226254.000000 Penalty: 6134.397461
	Iteration 1F: 3 clusters Score -2.622625e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118295 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -26227272.000000 Penalty: 6134.397461
	Iteration 2Q: 3 clusters Score -2.622727e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -26228524.000000 Penalty: 6134.397461
	Iteration 3Q: 3 clusters Score -2.622852e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120598 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -26230430.000000 Penalty: 6134.397461
	Iteration 4Q: 3 clusters Score -2.623043e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122653 members 
Mstep: Class 2 contains 112440 members 
Entering Unmasked Estep 
Score: -26232980.000000 Penalty: 6134.397461
	Iteration 5Q: 3 clusters Score -2.623298e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 109470 members 
Entering Unmasked Estep 
Score: -26236504.000000 Penalty: 6134.397461
	Iteration 6Q: 3 clusters Score -2.62365e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129567 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -26241684.000000 Penalty: 6134.397461
	Iteration 7Q: 3 clusters Score -2.624168e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134581 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -26248114.000000 Penalty: 6134.397461
	Iteration 8F: 3 clusters Score -2.624811e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140473 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -26255262.000000 Penalty: 6134.397461
	Iteration 9F: 3 clusters Score -2.625526e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -26263826.000000 Penalty: 6134.397461
	Iteration 10F: 3 clusters Score -2.626383e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152973 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -26271772.000000 Penalty: 6134.397461
	Iteration 11F: 3 clusters Score -2.627177e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -26277262.000000 Penalty: 6134.397461
	Iteration 12Q: 3 clusters Score -2.627726e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -26280506.000000 Penalty: 6134.397461
	Iteration 13Q: 3 clusters Score -2.628051e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -26282458.000000 Penalty: 6134.397461
	Iteration 14Q: 3 clusters Score -2.628246e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -26283750.000000 Penalty: 6134.397461
	Iteration 15Q: 3 clusters Score -2.628375e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174818 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -26285142.000000 Penalty: 6134.397461
	Iteration 16Q: 3 clusters Score -2.628514e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179248 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -26286572.000000 Penalty: 6134.397461
	Iteration 17Q: 3 clusters Score -2.628657e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183875 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -26288018.000000 Penalty: 6134.397461
	Iteration 18Q: 3 clusters Score -2.628802e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188646 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -26289774.000000 Penalty: 6134.397461
	Iteration 19Q: 3 clusters Score -2.628977e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193414 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -26291732.000000 Penalty: 6134.397461
	Iteration 20F: 3 clusters Score -2.629173e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198145 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -26293750.000000 Penalty: 6134.397461
	Iteration 21Q: 3 clusters Score -2.629375e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202810 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -26296172.000000 Penalty: 6134.397461
	Iteration 22Q: 3 clusters Score -2.629617e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207335 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -26298798.000000 Penalty: 6134.397461
	Iteration 23Q: 3 clusters Score -2.62988e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211587 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -26301498.000000 Penalty: 6134.397461
	Iteration 24Q: 3 clusters Score -2.63015e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215297 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -26304010.000000 Penalty: 6134.397461
	Iteration 25Q: 3 clusters Score -2.630401e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218583 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -26306088.000000 Penalty: 6134.397461
	Iteration 26Q: 3 clusters Score -2.630609e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221348 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -26307722.000000 Penalty: 6134.397461
	Iteration 27Q: 3 clusters Score -2.630772e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223550 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -26308412.000000 Penalty: 6134.397461
	Iteration 28Q: 3 clusters Score -2.630841e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225119 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -26308918.000000 Penalty: 6134.397461
	Iteration 29Q: 3 clusters Score -2.630892e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226267 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -26309330.000000 Penalty: 6134.397461
	Iteration 30Q: 3 clusters Score -2.630933e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227134 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -26309624.000000 Penalty: 6134.397461
	Iteration 31Q: 3 clusters Score -2.630962e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227755 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -26309636.000000 Penalty: 6134.397461
	Iteration 32Q: 3 clusters Score -2.630964e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228254 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -26309628.000000 Penalty: 6134.397461
	Iteration 33Q: 3 clusters Score -2.630963e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228659 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -26309596.000000 Penalty: 6134.397461
	Iteration 34Q: 3 clusters Score -2.63096e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228965 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -26309582.000000 Penalty: 6134.397461
	Iteration 35Q: 3 clusters Score -2.630958e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229221 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -26309562.000000 Penalty: 6134.397461
	Iteration 36Q: 3 clusters Score -2.630956e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229455 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -26309568.000000 Penalty: 6134.397461
	Iteration 37Q: 3 clusters Score -2.630957e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229664 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -26309530.000000 Penalty: 6134.397461
	Iteration 38Q: 3 clusters Score -2.630953e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229866 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -26309462.000000 Penalty: 6134.397461
	Iteration 39Q: 3 clusters Score -2.630946e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230037 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -26309448.000000 Penalty: 6134.397461
	Iteration 40F: 3 clusters Score -2.630945e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230183 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -26309404.000000 Penalty: 6134.397461
	Iteration 41Q: 3 clusters Score -2.63094e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230305 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -26309388.000000 Penalty: 6134.397461
	Iteration 42Q: 3 clusters Score -2.630939e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230398 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -26309372.000000 Penalty: 6134.397461
	Iteration 43Q: 3 clusters Score -2.630937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230466 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -26309366.000000 Penalty: 6134.397461
	Iteration 44Q: 3 clusters Score -2.630937e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230529 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -26309384.000000 Penalty: 6134.397461
	Iteration 45Q: 3 clusters Score -2.630938e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230573 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -26309402.000000 Penalty: 6134.397461
	Iteration 46Q: 3 clusters Score -2.63094e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230626 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -26309408.000000 Penalty: 6134.397461
	Iteration 47Q: 3 clusters Score -2.630941e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230672 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -26309380.000000 Penalty: 6134.397461
	Iteration 48Q: 3 clusters Score -2.630938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230706 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -26309376.000000 Penalty: 6134.397461
	Iteration 49Q: 3 clusters Score -2.630938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -26309322.000000 Penalty: 6134.397461
	Iteration 50Q: 3 clusters Score -2.630932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230758 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -26309346.000000 Penalty: 6134.397461
	Iteration 51Q: 3 clusters Score -2.630935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230788 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -26309322.000000 Penalty: 6134.397461
	Iteration 52Q: 3 clusters Score -2.630932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230815 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -26309324.000000 Penalty: 6134.397461
	Iteration 53Q: 3 clusters Score -2.630932e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230846 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -26309318.000000 Penalty: 6134.397461
	Iteration 54Q: 3 clusters Score -2.630932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230870 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -26309296.000000 Penalty: 6134.397461
	Iteration 55Q: 3 clusters Score -2.63093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230889 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -26309296.000000 Penalty: 6134.397461
	Iteration 56Q: 3 clusters Score -2.63093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230907 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -26309266.000000 Penalty: 6134.397461
	Iteration 57Q: 3 clusters Score -2.630927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230925 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -26309280.000000 Penalty: 6134.397461
	Iteration 58Q: 3 clusters Score -2.630928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230941 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -26309268.000000 Penalty: 6134.397461
	Iteration 59Q: 3 clusters Score -2.630927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230951 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -26309274.000000 Penalty: 6134.397461
	Iteration 60F: 3 clusters Score -2.630927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230963 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -26309244.000000 Penalty: 6134.397461
	Iteration 61Q: 3 clusters Score -2.630924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230969 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -26309258.000000 Penalty: 6134.397461
	Iteration 62Q: 3 clusters Score -2.630926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230976 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -26309236.000000 Penalty: 6134.397461
	Iteration 63Q: 3 clusters Score -2.630924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230981 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -26309248.000000 Penalty: 6134.397461
	Iteration 64Q: 3 clusters Score -2.630925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230985 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -26309238.000000 Penalty: 6134.397461
	Iteration 65Q: 3 clusters Score -2.630924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230987 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -26309232.000000 Penalty: 6134.397461
	Iteration 66Q: 3 clusters Score -2.630923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230989 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -26309236.000000 Penalty: 6134.397461
	Iteration 67Q: 3 clusters Score -2.630924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230990 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -26309250.000000 Penalty: 6134.397461
	Iteration 68Q: 3 clusters Score -2.630925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230995 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -26309242.000000 Penalty: 6134.397461
	Iteration 69Q: 3 clusters Score -2.630924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231000 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -26309248.000000 Penalty: 6134.397461
	Iteration 70Q: 3 clusters Score -2.630925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231007 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -26309222.000000 Penalty: 6134.397461
	Iteration 71Q: 3 clusters Score -2.630922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231013 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -26309220.000000 Penalty: 6134.397461
	Iteration 72Q: 3 clusters Score -2.630922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231023 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -26309212.000000 Penalty: 6134.397461
	Iteration 73Q: 3 clusters Score -2.630921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231030 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -26309224.000000 Penalty: 6134.397461
	Iteration 74Q: 3 clusters Score -2.630922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231035 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -26309226.000000 Penalty: 6134.397461
	Iteration 75Q: 3 clusters Score -2.630923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231040 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -26309226.000000 Penalty: 6134.397461
	Iteration 76Q: 3 clusters Score -2.630923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231044 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -26309224.000000 Penalty: 6134.397461
	Iteration 77Q: 3 clusters Score -2.630922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231052 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -26309186.000000 Penalty: 6134.397461
	Iteration 78Q: 3 clusters Score -2.630919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231058 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -26309190.000000 Penalty: 6134.397461
	Iteration 79Q: 3 clusters Score -2.630919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231064 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -26309178.000000 Penalty: 6134.397461
	Iteration 80F: 3 clusters Score -2.630918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231071 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -26309174.000000 Penalty: 6134.397461
	Iteration 81Q: 3 clusters Score -2.630917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231075 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -26309172.000000 Penalty: 6134.397461
	Iteration 82Q: 3 clusters Score -2.630917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231079 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -26309180.000000 Penalty: 6134.397461
	Iteration 83Q: 3 clusters Score -2.630918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231081 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -26309184.000000 Penalty: 6134.397461
	Iteration 84Q: 3 clusters Score -2.630918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231083 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -26309158.000000 Penalty: 6134.397461
	Iteration 85Q: 3 clusters Score -2.630916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231084 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -26309164.000000 Penalty: 6134.397461
	Iteration 86Q: 3 clusters Score -2.630916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231086 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -26309156.000000 Penalty: 6134.397461
	Iteration 87Q: 3 clusters Score -2.630916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231092 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -26309168.000000 Penalty: 6134.397461
	Iteration 88Q: 3 clusters Score -2.630917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231100 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -26309178.000000 Penalty: 6134.397461
	Iteration 89Q: 3 clusters Score -2.630918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231105 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -26309158.000000 Penalty: 6134.397461
	Iteration 90Q: 3 clusters Score -2.630916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231105 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -26309162.000000 Penalty: 6134.397461
	Iteration 91Q: 3 clusters Score -2.630916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231107 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -26309160.000000 Penalty: 6134.397461
	Iteration 92Q: 3 clusters Score -2.630916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231109 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -26309158.000000 Penalty: 6134.397461
	Iteration 93Q: 3 clusters Score -2.630916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231112 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -26309164.000000 Penalty: 6134.397461
	Iteration 94Q: 3 clusters Score -2.630916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231115 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -26309156.000000 Penalty: 6134.397461
	Iteration 95Q: 3 clusters Score -2.630916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231119 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -26309140.000000 Penalty: 6134.397461
	Iteration 96Q: 3 clusters Score -2.630914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231120 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -26309140.000000 Penalty: 6134.397461
	Iteration 97Q: 3 clusters Score -2.630914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231123 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -26309136.000000 Penalty: 6134.397461
	Iteration 98Q: 3 clusters Score -2.630914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231126 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -26309150.000000 Penalty: 6134.397461
	Iteration 99Q: 3 clusters Score -2.630915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231128 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -26309136.000000 Penalty: 6134.397461
	Iteration 100F: 3 clusters Score -2.630914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231130 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -26309130.000000 Penalty: 6134.397461
	Iteration 101Q: 3 clusters Score -2.630913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231134 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -26309134.000000 Penalty: 6134.397461
	Iteration 102Q: 3 clusters Score -2.630913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231138 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -26309150.000000 Penalty: 6134.397461
	Iteration 103Q: 3 clusters Score -2.630915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231145 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -26309170.000000 Penalty: 6134.397461
	Iteration 104Q: 3 clusters Score -2.630917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231150 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -26309158.000000 Penalty: 6134.397461
	Iteration 105Q: 3 clusters Score -2.630916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231149 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -26309160.000000 Penalty: 6134.397461
	Iteration 106Q: 3 clusters Score -2.630916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231149 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -26309160.000000 Penalty: 6134.397461
	Iteration 107F: 3 clusters Score -2.630916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255764 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 231149 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36998 members 
Entering Unmasked Estep 
Score: -88592200.000000 Penalty: 60688.125000
Splitting cluster 19 changes total score from -88592400.000000 to -88592200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -993245.375000 Penalty: 2248.970947
	Iteration 0F: 2 clusters Score -993245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -986309.500000 Penalty: 4497.941895
	Iteration 0F: 3 clusters Score -986309.5 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -988230.687500 Penalty: 4497.941895
	Iteration 1F: 3 clusters Score -988230.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -988520.875000 Penalty: 4497.941895
	Iteration 2F: 3 clusters Score -988520.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -988729.125000 Penalty: 4497.941895
	Iteration 3F: 3 clusters Score -988729.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -988912.750000 Penalty: 4497.941895
	Iteration 4Q: 3 clusters Score -988912.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -989094.875000 Penalty: 4497.941895
	Iteration 5Q: 3 clusters Score -989094.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -989300.125000 Penalty: 4497.941895
	Iteration 6Q: 3 clusters Score -989300.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -989532.312500 Penalty: 4497.941895
	Iteration 7Q: 3 clusters Score -989532.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -989819.312500 Penalty: 4497.941895
	Iteration 8Q: 3 clusters Score -989819.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -990136.250000 Penalty: 4497.941895
	Iteration 9Q: 3 clusters Score -990136.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -990443.312500 Penalty: 4497.941895
	Iteration 10Q: 3 clusters Score -990443.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -990705.562500 Penalty: 4497.941895
	Iteration 11Q: 3 clusters Score -990705.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -990909.812500 Penalty: 4497.941895
	Iteration 12Q: 3 clusters Score -990909.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -991071.000000 Penalty: 4497.941895
	Iteration 13Q: 3 clusters Score -991071 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -991189.125000 Penalty: 4497.941895
	Iteration 14Q: 3 clusters Score -991189.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -991290.125000 Penalty: 4497.941895
	Iteration 15Q: 3 clusters Score -991290.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -991376.000000 Penalty: 4497.941895
	Iteration 16Q: 3 clusters Score -991376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -991429.125000 Penalty: 4497.941895
	Iteration 17Q: 3 clusters Score -991429.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -991452.875000 Penalty: 4497.941895
	Iteration 18Q: 3 clusters Score -991452.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -991483.000000 Penalty: 4497.941895
	Iteration 19Q: 3 clusters Score -991483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -991503.937500 Penalty: 4497.941895
	Iteration 20F: 3 clusters Score -991503.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -991519.187500 Penalty: 4497.941895
	Iteration 21Q: 3 clusters Score -991519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -991531.875000 Penalty: 4497.941895
	Iteration 22Q: 3 clusters Score -991531.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -991541.625000 Penalty: 4497.941895
	Iteration 23Q: 3 clusters Score -991541.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -991548.312500 Penalty: 4497.941895
	Iteration 24Q: 3 clusters Score -991548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -991554.187500 Penalty: 4497.941895
	Iteration 25Q: 3 clusters Score -991554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -991557.000000 Penalty: 4497.941895
	Iteration 26Q: 3 clusters Score -991557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -991559.437500 Penalty: 4497.941895
	Iteration 27Q: 3 clusters Score -991559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -991561.562500 Penalty: 4497.941895
	Iteration 28Q: 3 clusters Score -991561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -991562.375000 Penalty: 4497.941895
	Iteration 29Q: 3 clusters Score -991562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -991563.812500 Penalty: 4497.941895
	Iteration 30Q: 3 clusters Score -991563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -991565.750000 Penalty: 4497.941895
	Iteration 31Q: 3 clusters Score -991565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -991566.312500 Penalty: 4497.941895
	Iteration 32Q: 3 clusters Score -991566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -991567.312500 Penalty: 4497.941895
	Iteration 33Q: 3 clusters Score -991567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -991567.250000 Penalty: 4497.941895
	Iteration 34Q: 3 clusters Score -991567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -991567.625000 Penalty: 4497.941895
	Iteration 35Q: 3 clusters Score -991567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -991572.000000 Penalty: 4497.941895
	Iteration 36Q: 3 clusters Score -991572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -991571.625000 Penalty: 4497.941895
	Iteration 37Q: 3 clusters Score -991571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -991572.875000 Penalty: 4497.941895
	Iteration 38Q: 3 clusters Score -991572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -991572.312500 Penalty: 4497.941895
	Iteration 39Q: 3 clusters Score -991572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -991571.562500 Penalty: 4497.941895
	Iteration 40F: 3 clusters Score -991571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -991576.437500 Penalty: 4497.941895
	Iteration 41Q: 3 clusters Score -991576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -991578.812500 Penalty: 4497.941895
	Iteration 42Q: 3 clusters Score -991578.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -991584.937500 Penalty: 4497.941895
	Iteration 43Q: 3 clusters Score -991584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -991587.375000 Penalty: 4497.941895
	Iteration 44Q: 3 clusters Score -991587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -991589.187500 Penalty: 4497.941895
	Iteration 45Q: 3 clusters Score -991589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -991590.562500 Penalty: 4497.941895
	Iteration 46Q: 3 clusters Score -991590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -991590.562500 Penalty: 4497.941895
	Iteration 47F: 3 clusters Score -991590.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Entering Unmasked Estep 
Score: -4198810.500000 Penalty: 2608.617676
	Iteration 0F: 2 clusters Score -4198810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4173691.750000 Penalty: 5217.235352
	Iteration 0F: 3 clusters Score -4173692 nChanged 16830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4182769.250000 Penalty: 5217.235352
	Iteration 1F: 3 clusters Score -4182769 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4183381.000000 Penalty: 5217.235352
	Iteration 2Q: 3 clusters Score -4183381 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -4184056.750000 Penalty: 5217.235352
	Iteration 3Q: 3 clusters Score -4184057 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4184897.750000 Penalty: 5217.235352
	Iteration 4Q: 3 clusters Score -4184898 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4185858.250000 Penalty: 5217.235352
	Iteration 5Q: 3 clusters Score -4185858 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4187005.500000 Penalty: 5217.235352
	Iteration 6F: 3 clusters Score -4187006 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4188410.250000 Penalty: 5217.235352
	Iteration 7F: 3 clusters Score -4188410 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4190057.000000 Penalty: 5217.235352
	Iteration 8F: 3 clusters Score -4190057 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4191665.500000 Penalty: 5217.235352
	Iteration 9F: 3 clusters Score -4191666 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4192923.250000 Penalty: 5217.235352
	Iteration 10F: 3 clusters Score -4192923 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4193731.750000 Penalty: 5217.235352
	Iteration 11Q: 3 clusters Score -4193732 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4194218.750000 Penalty: 5217.235352
	Iteration 12Q: 3 clusters Score -4194219 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4194506.000000 Penalty: 5217.235352
	Iteration 13Q: 3 clusters Score -4194506 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4194711.500000 Penalty: 5217.235352
	Iteration 14Q: 3 clusters Score -4194712 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -4194848.000000 Penalty: 5217.235352
	Iteration 15Q: 3 clusters Score -4194848 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4194999.000000 Penalty: 5217.235352
	Iteration 16Q: 3 clusters Score -4194999 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4195145.500000 Penalty: 5217.235352
	Iteration 17Q: 3 clusters Score -4195146 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4195300.500000 Penalty: 5217.235352
	Iteration 18Q: 3 clusters Score -4195300 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4195468.500000 Penalty: 5217.235352
	Iteration 19Q: 3 clusters Score -4195468 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -4195606.500000 Penalty: 5217.235352
	Iteration 20F: 3 clusters Score -4195606 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4195733.500000 Penalty: 5217.235352
	Iteration 21Q: 3 clusters Score -4195734 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4195862.500000 Penalty: 5217.235352
	Iteration 22Q: 3 clusters Score -4195862 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4196028.500000 Penalty: 5217.235352
	Iteration 23Q: 3 clusters Score -4196028 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4196160.000000 Penalty: 5217.235352
	Iteration 24Q: 3 clusters Score -4196160 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4196301.000000 Penalty: 5217.235352
	Iteration 25Q: 3 clusters Score -4196301 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4196447.000000 Penalty: 5217.235352
	Iteration 26Q: 3 clusters Score -4196447 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -4196573.500000 Penalty: 5217.235352
	Iteration 27Q: 3 clusters Score -4196574 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4196688.500000 Penalty: 5217.235352
	Iteration 28Q: 3 clusters Score -4196688 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4196807.000000 Penalty: 5217.235352
	Iteration 29Q: 3 clusters Score -4196807 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4196883.500000 Penalty: 5217.235352
	Iteration 30Q: 3 clusters Score -4196884 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4196987.500000 Penalty: 5217.235352
	Iteration 31Q: 3 clusters Score -4196988 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4197081.000000 Penalty: 5217.235352
	Iteration 32Q: 3 clusters Score -4197081 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4197163.000000 Penalty: 5217.235352
	Iteration 33Q: 3 clusters Score -4197163 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4197255.000000 Penalty: 5217.235352
	Iteration 34Q: 3 clusters Score -4197255 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4197339.000000 Penalty: 5217.235352
	Iteration 35Q: 3 clusters Score -4197339 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4197443.500000 Penalty: 5217.235352
	Iteration 36Q: 3 clusters Score -4197444 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4197512.500000 Penalty: 5217.235352
	Iteration 37Q: 3 clusters Score -4197512 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4197588.500000 Penalty: 5217.235352
	Iteration 38Q: 3 clusters Score -4197588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4197638.500000 Penalty: 5217.235352
	Iteration 39Q: 3 clusters Score -4197638 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4197681.000000 Penalty: 5217.235352
	Iteration 40F: 3 clusters Score -4197681 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4197742.500000 Penalty: 5217.235352
	Iteration 41Q: 3 clusters Score -4197742 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4197783.500000 Penalty: 5217.235352
	Iteration 42Q: 3 clusters Score -4197784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4197832.500000 Penalty: 5217.235352
	Iteration 43Q: 3 clusters Score -4197832 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4197872.000000 Penalty: 5217.235352
	Iteration 44Q: 3 clusters Score -4197872 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4197903.500000 Penalty: 5217.235352
	Iteration 45Q: 3 clusters Score -4197904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4197927.000000 Penalty: 5217.235352
	Iteration 46Q: 3 clusters Score -4197927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4197953.500000 Penalty: 5217.235352
	Iteration 47Q: 3 clusters Score -4197954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4197985.500000 Penalty: 5217.235352
	Iteration 48Q: 3 clusters Score -4197986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4198012.500000 Penalty: 5217.235352
	Iteration 49Q: 3 clusters Score -4198012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -4198044.500000 Penalty: 5217.235352
	Iteration 50Q: 3 clusters Score -4198044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4198069.000000 Penalty: 5217.235352
	Iteration 51Q: 3 clusters Score -4198069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4198079.000000 Penalty: 5217.235352
	Iteration 52Q: 3 clusters Score -4198079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4198114.000000 Penalty: 5217.235352
	Iteration 53Q: 3 clusters Score -4198114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4198140.500000 Penalty: 5217.235352
	Iteration 54Q: 3 clusters Score -4198140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4198148.500000 Penalty: 5217.235352
	Iteration 55Q: 3 clusters Score -4198148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4198176.000000 Penalty: 5217.235352
	Iteration 56Q: 3 clusters Score -4198176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4198182.500000 Penalty: 5217.235352
	Iteration 57Q: 3 clusters Score -4198182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4198193.000000 Penalty: 5217.235352
	Iteration 58Q: 3 clusters Score -4198193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4198195.500000 Penalty: 5217.235352
	Iteration 59Q: 3 clusters Score -4198196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4198207.500000 Penalty: 5217.235352
	Iteration 60F: 3 clusters Score -4198208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -4198202.500000 Penalty: 5217.235352
	Iteration 61Q: 3 clusters Score -4198202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4198214.500000 Penalty: 5217.235352
	Iteration 62Q: 3 clusters Score -4198214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4198215.000000 Penalty: 5217.235352
	Iteration 63Q: 3 clusters Score -4198215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4198223.500000 Penalty: 5217.235352
	Iteration 64Q: 3 clusters Score -4198224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4198220.000000 Penalty: 5217.235352
	Iteration 65Q: 3 clusters Score -4198220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4198228.500000 Penalty: 5217.235352
	Iteration 66Q: 3 clusters Score -4198228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4198231.000000 Penalty: 5217.235352
	Iteration 67Q: 3 clusters Score -4198231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4198232.500000 Penalty: 5217.235352
	Iteration 68Q: 3 clusters Score -4198232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4198228.500000 Penalty: 5217.235352
	Iteration 69Q: 3 clusters Score -4198228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4198237.500000 Penalty: 5217.235352
	Iteration 70Q: 3 clusters Score -4198238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4198238.500000 Penalty: 5217.235352
	Iteration 71Q: 3 clusters Score -4198238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4198240.500000 Penalty: 5217.235352
	Iteration 72Q: 3 clusters Score -4198240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4198237.000000 Penalty: 5217.235352
	Iteration 73Q: 3 clusters Score -4198237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4198238.500000 Penalty: 5217.235352
	Iteration 74Q: 3 clusters Score -4198238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4198237.500000 Penalty: 5217.235352
	Iteration 75Q: 3 clusters Score -4198238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4198242.000000 Penalty: 5217.235352
	Iteration 76Q: 3 clusters Score -4198242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4198244.000000 Penalty: 5217.235352
	Iteration 77Q: 3 clusters Score -4198244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4198241.000000 Penalty: 5217.235352
	Iteration 78Q: 3 clusters Score -4198241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4198243.500000 Penalty: 5217.235352
	Iteration 79Q: 3 clusters Score -4198244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4198242.000000 Penalty: 5217.235352
	Iteration 80F: 3 clusters Score -4198242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4198244.000000 Penalty: 5217.235352
	Iteration 81Q: 3 clusters Score -4198244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4198245.500000 Penalty: 5217.235352
	Iteration 82Q: 3 clusters Score -4198246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4198247.500000 Penalty: 5217.235352
	Iteration 83Q: 3 clusters Score -4198248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4198250.000000 Penalty: 5217.235352
	Iteration 84Q: 3 clusters Score -4198250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4198250.000000 Penalty: 5217.235352
	Iteration 85F: 3 clusters Score -4198250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255764 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235093 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592400.000000 Penalty: 57316.562500
Iteration 319Q: 18 clusters Score -8.85924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255763 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235094 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592416.000000 Penalty: 57316.562500
Iteration 320F: 18 clusters Score -8.859242e+07 nChanged 0
Entering ConstructFrom: 
Score: -88592416.000000 Penalty: 57316.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -205492.937500 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -205492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -202928.609375 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -202928.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -203395.937500 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -203395.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203546.734375 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -203546.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -203693.031250 Penalty: 3741.463623
	Iteration 3Q: 3 clusters Score -203693 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -203851.625000 Penalty: 3741.463623
	Iteration 4F: 3 clusters Score -203851.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -203951.687500 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -203951.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -204028.968750 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -204029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -204085.671875 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -204085.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -204125.921875 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -204125.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -204158.859375 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -204158.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -204183.843750 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -204183.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -204202.390625 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -204202.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -204220.453125 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -204220.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -204238.531250 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -204238.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -204262.375000 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -204262.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -204289.843750 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -204289.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204318.968750 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -204319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204347.671875 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -204347.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -204379.578125 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -204379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204413.625000 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -204413.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -204441.437500 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -204441.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -204458.203125 Penalty: 3741.463623
	Iteration 21Q: 3 clusters Score -204458.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -204478.671875 Penalty: 3741.463623
	Iteration 22Q: 3 clusters Score -204478.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -204508.265625 Penalty: 3741.463623
	Iteration 23Q: 3 clusters Score -204508.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -204527.375000 Penalty: 3741.463623
	Iteration 24Q: 3 clusters Score -204527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -204549.671875 Penalty: 3741.463623
	Iteration 25Q: 3 clusters Score -204549.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -204569.421875 Penalty: 3741.463623
	Iteration 26Q: 3 clusters Score -204569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -204582.156250 Penalty: 3741.463623
	Iteration 27Q: 3 clusters Score -204582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -204589.484375 Penalty: 3741.463623
	Iteration 28Q: 3 clusters Score -204589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -204594.593750 Penalty: 3741.463623
	Iteration 29Q: 3 clusters Score -204594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -204597.250000 Penalty: 3741.463623
	Iteration 30Q: 3 clusters Score -204597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -204600.171875 Penalty: 3741.463623
	Iteration 31Q: 3 clusters Score -204600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -204603.859375 Penalty: 3741.463623
	Iteration 32Q: 3 clusters Score -204603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -204606.703125 Penalty: 3741.463623
	Iteration 33Q: 3 clusters Score -204606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -204610.968750 Penalty: 3741.463623
	Iteration 34Q: 3 clusters Score -204611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -204611.828125 Penalty: 3741.463623
	Iteration 35Q: 3 clusters Score -204611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -204612.328125 Penalty: 3741.463623
	Iteration 36Q: 3 clusters Score -204612.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -204612.328125 Penalty: 3741.463623
	Iteration 37F: 3 clusters Score -204612.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Entering Unmasked Estep 
Score: -4254816.000000 Penalty: 2615.492676
	Iteration 0F: 2 clusters Score -4254816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4229004.000000 Penalty: 5230.985352
	Iteration 0F: 3 clusters Score -4229004 nChanged 17271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4238407.500000 Penalty: 5230.985352
	Iteration 1F: 3 clusters Score -4238408 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4238876.000000 Penalty: 5230.985352
	Iteration 2Q: 3 clusters Score -4238876 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4239356.000000 Penalty: 5230.985352
	Iteration 3Q: 3 clusters Score -4239356 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4239814.500000 Penalty: 5230.985352
	Iteration 4Q: 3 clusters Score -4239814 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4240452.000000 Penalty: 5230.985352
	Iteration 5Q: 3 clusters Score -4240452 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4241285.500000 Penalty: 5230.985352
	Iteration 6Q: 3 clusters Score -4241286 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4242415.500000 Penalty: 5230.985352
	Iteration 7F: 3 clusters Score -4242416 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4244047.500000 Penalty: 5230.985352
	Iteration 8F: 3 clusters Score -4244048 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4246203.000000 Penalty: 5230.985352
	Iteration 9F: 3 clusters Score -4246203 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4248541.500000 Penalty: 5230.985352
	Iteration 10F: 3 clusters Score -4248542 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4250328.000000 Penalty: 5230.985352
	Iteration 11F: 3 clusters Score -4250328 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4251497.000000 Penalty: 5230.985352
	Iteration 12Q: 3 clusters Score -4251497 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4252034.500000 Penalty: 5230.985352
	Iteration 13Q: 3 clusters Score -4252034 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4252247.000000 Penalty: 5230.985352
	Iteration 14Q: 3 clusters Score -4252247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4252385.000000 Penalty: 5230.985352
	Iteration 15Q: 3 clusters Score -4252385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4252452.000000 Penalty: 5230.985352
	Iteration 16Q: 3 clusters Score -4252452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4252491.500000 Penalty: 5230.985352
	Iteration 17Q: 3 clusters Score -4252492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4252498.000000 Penalty: 5230.985352
	Iteration 18Q: 3 clusters Score -4252498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4252500.000000 Penalty: 5230.985352
	Iteration 19Q: 3 clusters Score -4252500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4252501.000000 Penalty: 5230.985352
	Iteration 20F: 3 clusters Score -4252501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4252499.000000 Penalty: 5230.985352
	Iteration 21Q: 3 clusters Score -4252499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4252501.500000 Penalty: 5230.985352
	Iteration 22Q: 3 clusters Score -4252502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4252501.000000 Penalty: 5230.985352
	Iteration 23Q: 3 clusters Score -4252501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4252503.000000 Penalty: 5230.985352
	Iteration 24Q: 3 clusters Score -4252503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4252505.000000 Penalty: 5230.985352
	Iteration 25Q: 3 clusters Score -4252505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4252511.000000 Penalty: 5230.985352
	Iteration 26Q: 3 clusters Score -4252511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4252507.500000 Penalty: 5230.985352
	Iteration 27Q: 3 clusters Score -4252508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4252507.500000 Penalty: 5230.985352
	Iteration 28F: 3 clusters Score -4252508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Entering Unmasked Estep 
Score: -2257746.000000 Penalty: 2465.755859
	Iteration 0F: 2 clusters Score -2257746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2243233.500000 Penalty: 4931.511719
	Iteration 0F: 3 clusters Score -2243234 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2248180.000000 Penalty: 4931.511719
	Iteration 1F: 3 clusters Score -2248180 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2248740.500000 Penalty: 4931.511719
	Iteration 2F: 3 clusters Score -2248740 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2249400.250000 Penalty: 4931.511719
	Iteration 3F: 3 clusters Score -2249400 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2250337.250000 Penalty: 4931.511719
	Iteration 4F: 3 clusters Score -2250337 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2251570.250000 Penalty: 4931.511719
	Iteration 5F: 3 clusters Score -2251570 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2252874.500000 Penalty: 4931.511719
	Iteration 6F: 3 clusters Score -2252874 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2253917.250000 Penalty: 4931.511719
	Iteration 7F: 3 clusters Score -2253917 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2254729.000000 Penalty: 4931.511719
	Iteration 8Q: 3 clusters Score -2254729 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2255357.000000 Penalty: 4931.511719
	Iteration 9Q: 3 clusters Score -2255357 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2255808.500000 Penalty: 4931.511719
	Iteration 10Q: 3 clusters Score -2255808 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2256071.000000 Penalty: 4931.511719
	Iteration 11Q: 3 clusters Score -2256071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2256215.000000 Penalty: 4931.511719
	Iteration 12Q: 3 clusters Score -2256215 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2256312.250000 Penalty: 4931.511719
	Iteration 13Q: 3 clusters Score -2256312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2256369.250000 Penalty: 4931.511719
	Iteration 14Q: 3 clusters Score -2256369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2256419.500000 Penalty: 4931.511719
	Iteration 15Q: 3 clusters Score -2256420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2256446.500000 Penalty: 4931.511719
	Iteration 16Q: 3 clusters Score -2256446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2256464.000000 Penalty: 4931.511719
	Iteration 17Q: 3 clusters Score -2256464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2256471.000000 Penalty: 4931.511719
	Iteration 18Q: 3 clusters Score -2256471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2256468.250000 Penalty: 4931.511719
	Iteration 19Q: 3 clusters Score -2256468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2256474.000000 Penalty: 4931.511719
	Iteration 20F: 3 clusters Score -2256474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2256475.000000 Penalty: 4931.511719
	Iteration 21Q: 3 clusters Score -2256475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2256476.500000 Penalty: 4931.511719
	Iteration 22Q: 3 clusters Score -2256476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2256481.250000 Penalty: 4931.511719
	Iteration 23Q: 3 clusters Score -2256481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2256481.250000 Penalty: 4931.511719
	Iteration 24F: 3 clusters Score -2256481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -655042.250000 Penalty: 2171.696289
	Iteration 0F: 2 clusters Score -655042.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -649722.312500 Penalty: 4343.392578
	Iteration 0F: 3 clusters Score -649722.3 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -651311.250000 Penalty: 4343.392578
	Iteration 1F: 3 clusters Score -651311.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -651793.250000 Penalty: 4343.392578
	Iteration 2F: 3 clusters Score -651793.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -652200.250000 Penalty: 4343.392578
	Iteration 3F: 3 clusters Score -652200.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -652536.625000 Penalty: 4343.392578
	Iteration 4F: 3 clusters Score -652536.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -652817.312500 Penalty: 4343.392578
	Iteration 5F: 3 clusters Score -652817.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -652990.062500 Penalty: 4343.392578
	Iteration 6Q: 3 clusters Score -652990.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -653096.500000 Penalty: 4343.392578
	Iteration 7Q: 3 clusters Score -653096.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -653168.625000 Penalty: 4343.392578
	Iteration 8Q: 3 clusters Score -653168.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -653227.125000 Penalty: 4343.392578
	Iteration 9Q: 3 clusters Score -653227.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -653268.812500 Penalty: 4343.392578
	Iteration 10Q: 3 clusters Score -653268.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -653295.062500 Penalty: 4343.392578
	Iteration 11Q: 3 clusters Score -653295.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -653318.187500 Penalty: 4343.392578
	Iteration 12Q: 3 clusters Score -653318.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -653339.937500 Penalty: 4343.392578
	Iteration 13Q: 3 clusters Score -653339.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -653357.875000 Penalty: 4343.392578
	Iteration 14Q: 3 clusters Score -653357.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -653370.562500 Penalty: 4343.392578
	Iteration 15Q: 3 clusters Score -653370.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -653383.250000 Penalty: 4343.392578
	Iteration 16Q: 3 clusters Score -653383.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -653394.937500 Penalty: 4343.392578
	Iteration 17Q: 3 clusters Score -653394.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -653407.375000 Penalty: 4343.392578
	Iteration 18Q: 3 clusters Score -653407.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -653420.625000 Penalty: 4343.392578
	Iteration 19Q: 3 clusters Score -653420.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -653446.750000 Penalty: 4343.392578
	Iteration 20F: 3 clusters Score -653446.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -653468.687500 Penalty: 4343.392578
	Iteration 21Q: 3 clusters Score -653468.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -653488.875000 Penalty: 4343.392578
	Iteration 22Q: 3 clusters Score -653488.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -653501.812500 Penalty: 4343.392578
	Iteration 23Q: 3 clusters Score -653501.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -653514.625000 Penalty: 4343.392578
	Iteration 24Q: 3 clusters Score -653514.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -653523.625000 Penalty: 4343.392578
	Iteration 25Q: 3 clusters Score -653523.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -653528.125000 Penalty: 4343.392578
	Iteration 26Q: 3 clusters Score -653528.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -653531.687500 Penalty: 4343.392578
	Iteration 27Q: 3 clusters Score -653531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -653532.687500 Penalty: 4343.392578
	Iteration 28Q: 3 clusters Score -653532.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -653534.312500 Penalty: 4343.392578
	Iteration 29Q: 3 clusters Score -653534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -653533.187500 Penalty: 4343.392578
	Iteration 30Q: 3 clusters Score -653533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -653534.125000 Penalty: 4343.392578
	Iteration 31Q: 3 clusters Score -653534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -653534.625000 Penalty: 4343.392578
	Iteration 32Q: 3 clusters Score -653534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -653536.375000 Penalty: 4343.392578
	Iteration 33Q: 3 clusters Score -653536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -653536.937500 Penalty: 4343.392578
	Iteration 34Q: 3 clusters Score -653536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -653536.562500 Penalty: 4343.392578
	Iteration 35Q: 3 clusters Score -653536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -653537.937500 Penalty: 4343.392578
	Iteration 36Q: 3 clusters Score -653537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -653537.125000 Penalty: 4343.392578
	Iteration 37Q: 3 clusters Score -653537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -653536.500000 Penalty: 4343.392578
	Iteration 38Q: 3 clusters Score -653536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -653536.687500 Penalty: 4343.392578
	Iteration 39Q: 3 clusters Score -653536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -653536.687500 Penalty: 4343.392578
	Iteration 40F: 3 clusters Score -653536.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Entering Unmasked Estep 
Score: -4276438.500000 Penalty: 2612.395996
	Iteration 0F: 2 clusters Score -4276438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4250917.500000 Penalty: 5224.791992
	Iteration 0F: 3 clusters Score -4250918 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4260303.000000 Penalty: 5224.791992
	Iteration 1F: 3 clusters Score -4260303 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4260747.000000 Penalty: 5224.791992
	Iteration 2Q: 3 clusters Score -4260747 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4261141.000000 Penalty: 5224.791992
	Iteration 3Q: 3 clusters Score -4261141 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4261549.000000 Penalty: 5224.791992
	Iteration 4Q: 3 clusters Score -4261549 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4262040.000000 Penalty: 5224.791992
	Iteration 5Q: 3 clusters Score -4262040 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -4262637.500000 Penalty: 5224.791992
	Iteration 6Q: 3 clusters Score -4262638 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4263546.000000 Penalty: 5224.791992
	Iteration 7Q: 3 clusters Score -4263546 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4264969.500000 Penalty: 5224.791992
	Iteration 8F: 3 clusters Score -4264970 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -4267019.000000 Penalty: 5224.791992
	Iteration 9F: 3 clusters Score -4267019 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4269365.500000 Penalty: 5224.791992
	Iteration 10F: 3 clusters Score -4269366 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4271518.000000 Penalty: 5224.791992
	Iteration 11F: 3 clusters Score -4271518 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4272876.000000 Penalty: 5224.791992
	Iteration 12Q: 3 clusters Score -4272876 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4273514.000000 Penalty: 5224.791992
	Iteration 13Q: 3 clusters Score -4273514 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4273793.000000 Penalty: 5224.791992
	Iteration 14Q: 3 clusters Score -4273793 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4273986.000000 Penalty: 5224.791992
	Iteration 15Q: 3 clusters Score -4273986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -4274056.500000 Penalty: 5224.791992
	Iteration 16Q: 3 clusters Score -4274056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -4274105.500000 Penalty: 5224.791992
	Iteration 17Q: 3 clusters Score -4274106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4274158.000000 Penalty: 5224.791992
	Iteration 18Q: 3 clusters Score -4274158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4274183.000000 Penalty: 5224.791992
	Iteration 19Q: 3 clusters Score -4274183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4274192.500000 Penalty: 5224.791992
	Iteration 20F: 3 clusters Score -4274192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -4274194.500000 Penalty: 5224.791992
	Iteration 21Q: 3 clusters Score -4274194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4274196.500000 Penalty: 5224.791992
	Iteration 22Q: 3 clusters Score -4274196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4274196.500000 Penalty: 5224.791992
	Iteration 23Q: 3 clusters Score -4274196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4274205.500000 Penalty: 5224.791992
	Iteration 24Q: 3 clusters Score -4274206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4274203.000000 Penalty: 5224.791992
	Iteration 25Q: 3 clusters Score -4274203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4274202.000000 Penalty: 5224.791992
	Iteration 26Q: 3 clusters Score -4274202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -4274206.000000 Penalty: 5224.791992
	Iteration 27Q: 3 clusters Score -4274206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -4274206.000000 Penalty: 5224.791992
	Iteration 28F: 3 clusters Score -4274206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -50130.105469 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -50130.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48669.972656 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -48669.97 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49049.847656 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -49049.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49208.585938 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -49208.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49281.953125 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -49281.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49428.238281 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -49428.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49490.511719 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -49490.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -49553.726562 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -49553.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49615.687500 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -49615.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49640.011719 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -49640.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49645.871094 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -49645.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49645.871094 Penalty: 3107.589355
	Iteration 10F: 3 clusters Score -49645.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Entering Unmasked Estep 
Score: -1528104.625000 Penalty: 2358.479980
	Iteration 0F: 2 clusters Score -1528105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1518183.875000 Penalty: 4716.959961
	Iteration 0F: 3 clusters Score -1518184 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1521309.250000 Penalty: 4716.959961
	Iteration 1F: 3 clusters Score -1521309 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1521743.750000 Penalty: 4716.959961
	Iteration 2F: 3 clusters Score -1521744 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1522187.750000 Penalty: 4716.959961
	Iteration 3F: 3 clusters Score -1522188 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1522758.375000 Penalty: 4716.959961
	Iteration 4F: 3 clusters Score -1522758 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1523602.125000 Penalty: 4716.959961
	Iteration 5F: 3 clusters Score -1523602 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1524510.875000 Penalty: 4716.959961
	Iteration 6F: 3 clusters Score -1524511 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1525252.625000 Penalty: 4716.959961
	Iteration 7F: 3 clusters Score -1525253 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1525722.125000 Penalty: 4716.959961
	Iteration 8Q: 3 clusters Score -1525722 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1526010.125000 Penalty: 4716.959961
	Iteration 9Q: 3 clusters Score -1526010 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1526192.125000 Penalty: 4716.959961
	Iteration 10Q: 3 clusters Score -1526192 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1526311.375000 Penalty: 4716.959961
	Iteration 11Q: 3 clusters Score -1526311 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1526409.375000 Penalty: 4716.959961
	Iteration 12Q: 3 clusters Score -1526409 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1526485.625000 Penalty: 4716.959961
	Iteration 13Q: 3 clusters Score -1526486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1526548.625000 Penalty: 4716.959961
	Iteration 14Q: 3 clusters Score -1526549 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1526599.625000 Penalty: 4716.959961
	Iteration 15Q: 3 clusters Score -1526600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1526633.125000 Penalty: 4716.959961
	Iteration 16Q: 3 clusters Score -1526633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1526661.625000 Penalty: 4716.959961
	Iteration 17Q: 3 clusters Score -1526662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1526690.000000 Penalty: 4716.959961
	Iteration 18Q: 3 clusters Score -1526690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1526718.000000 Penalty: 4716.959961
	Iteration 19Q: 3 clusters Score -1526718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1526753.750000 Penalty: 4716.959961
	Iteration 20F: 3 clusters Score -1526754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1526787.625000 Penalty: 4716.959961
	Iteration 21Q: 3 clusters Score -1526788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1526821.250000 Penalty: 4716.959961
	Iteration 22Q: 3 clusters Score -1526821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1526845.875000 Penalty: 4716.959961
	Iteration 23Q: 3 clusters Score -1526846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1526862.375000 Penalty: 4716.959961
	Iteration 24Q: 3 clusters Score -1526862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1526878.000000 Penalty: 4716.959961
	Iteration 25Q: 3 clusters Score -1526878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1526890.250000 Penalty: 4716.959961
	Iteration 26Q: 3 clusters Score -1526890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1526915.125000 Penalty: 4716.959961
	Iteration 27Q: 3 clusters Score -1526915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1526930.375000 Penalty: 4716.959961
	Iteration 28Q: 3 clusters Score -1526930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1526947.875000 Penalty: 4716.959961
	Iteration 29Q: 3 clusters Score -1526948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1526961.125000 Penalty: 4716.959961
	Iteration 30Q: 3 clusters Score -1526961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1526965.000000 Penalty: 4716.959961
	Iteration 31Q: 3 clusters Score -1526965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1526970.250000 Penalty: 4716.959961
	Iteration 32Q: 3 clusters Score -1526970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1526971.500000 Penalty: 4716.959961
	Iteration 33Q: 3 clusters Score -1526972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1526971.000000 Penalty: 4716.959961
	Iteration 34Q: 3 clusters Score -1526971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1526971.375000 Penalty: 4716.959961
	Iteration 35Q: 3 clusters Score -1526971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1526971.250000 Penalty: 4716.959961
	Iteration 36Q: 3 clusters Score -1526971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1526970.500000 Penalty: 4716.959961
	Iteration 37Q: 3 clusters Score -1526970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1526974.250000 Penalty: 4716.959961
	Iteration 38Q: 3 clusters Score -1526974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1526971.625000 Penalty: 4716.959961
	Iteration 39Q: 3 clusters Score -1526972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1526973.750000 Penalty: 4716.959961
	Iteration 40F: 3 clusters Score -1526974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -102944.140625 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -102944.1 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 516 members 
Entering Unmasked Estep 
Score: -100993.062500 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -100993.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101270.492188 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -101270.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101357.085938 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -101357.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101402.054688 Penalty: 3424.258545
	Iteration 3Q: 3 clusters Score -101402.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101424.164062 Penalty: 3424.258545
	Iteration 4Q: 3 clusters Score -101424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101441.257812 Penalty: 3424.258545
	Iteration 5Q: 3 clusters Score -101441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101459.992188 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -101460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101472.820312 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -101472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -101484.796875 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -101484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101490.531250 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -101490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101500.187500 Penalty: 3424.258545
	Iteration 10Q: 3 clusters Score -101500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101508.460938 Penalty: 3424.258545
	Iteration 11Q: 3 clusters Score -101508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101520.929688 Penalty: 3424.258545
	Iteration 12Q: 3 clusters Score -101520.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101540.921875 Penalty: 3424.258545
	Iteration 13Q: 3 clusters Score -101540.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101583.140625 Penalty: 3424.258545
	Iteration 14Q: 3 clusters Score -101583.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101708.898438 Penalty: 3424.258545
	Iteration 15Q: 3 clusters Score -101708.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101765.414062 Penalty: 3424.258545
	Iteration 16Q: 3 clusters Score -101765.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101818.539062 Penalty: 3424.258545
	Iteration 17Q: 3 clusters Score -101818.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101900.359375 Penalty: 3424.258545
	Iteration 18Q: 3 clusters Score -101900.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102112.234375 Penalty: 3424.258545
	Iteration 19Q: 3 clusters Score -102112.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102431.914062 Penalty: 3424.258545
	Iteration 20F: 3 clusters Score -102431.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102544.992188 Penalty: 3424.258545
	Iteration 21F: 3 clusters Score -102545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -102634.906250 Penalty: 3424.258545
	Iteration 22Q: 3 clusters Score -102634.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -102711.031250 Penalty: 3424.258545
	Iteration 23Q: 3 clusters Score -102711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102763.304688 Penalty: 3424.258545
	Iteration 24Q: 3 clusters Score -102763.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -102808.179688 Penalty: 3424.258545
	Iteration 25Q: 3 clusters Score -102808.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -102847.148438 Penalty: 3424.258545
	Iteration 26Q: 3 clusters Score -102847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -102876.398438 Penalty: 3424.258545
	Iteration 27Q: 3 clusters Score -102876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -102897.296875 Penalty: 3424.258545
	Iteration 28Q: 3 clusters Score -102897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -102916.289062 Penalty: 3424.258545
	Iteration 29Q: 3 clusters Score -102916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -102958.867188 Penalty: 3424.258545
	Iteration 30Q: 3 clusters Score -102958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -102984.992188 Penalty: 3424.258545
	Iteration 31Q: 3 clusters Score -102985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -102992.757812 Penalty: 3424.258545
	Iteration 32Q: 3 clusters Score -102992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -102995.156250 Penalty: 3424.258545
	Iteration 33Q: 3 clusters Score -102995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -102996.929688 Penalty: 3424.258545
	Iteration 34Q: 3 clusters Score -102996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -102996.929688 Penalty: 3424.258545
	Iteration 35F: 3 clusters Score -102996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 278 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255763 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 969 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235094 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36998 members 
Entering Unmasked Estep 
Score: -88590776.000000 Penalty: 60688.125000
Splitting cluster 8 changes total score from -88592416.000000 to -88590776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (41658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Entering Unmasked Estep 
Score: -4709730.000000 Penalty: 2638.037842
	Iteration 0F: 2 clusters Score -4709730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4681590.000000 Penalty: 5276.075684
	Iteration 0F: 3 clusters Score -4681590 nChanged 19080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4692568.500000 Penalty: 5276.075684
	Iteration 1F: 3 clusters Score -4692568 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4693505.500000 Penalty: 5276.075684
	Iteration 2F: 3 clusters Score -4693506 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4694698.500000 Penalty: 5276.075684
	Iteration 3F: 3 clusters Score -4694698 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4696303.000000 Penalty: 5276.075684
	Iteration 4F: 3 clusters Score -4696303 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4698377.500000 Penalty: 5276.075684
	Iteration 5F: 3 clusters Score -4698378 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4700622.500000 Penalty: 5276.075684
	Iteration 6F: 3 clusters Score -4700622 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4702572.000000 Penalty: 5276.075684
	Iteration 7F: 3 clusters Score -4702572 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -4704148.000000 Penalty: 5276.075684
	Iteration 8F: 3 clusters Score -4704148 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4705201.000000 Penalty: 5276.075684
	Iteration 9Q: 3 clusters Score -4705201 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4705861.500000 Penalty: 5276.075684
	Iteration 10Q: 3 clusters Score -4705862 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4706168.500000 Penalty: 5276.075684
	Iteration 11Q: 3 clusters Score -4706168 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4706296.500000 Penalty: 5276.075684
	Iteration 12Q: 3 clusters Score -4706296 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4706401.000000 Penalty: 5276.075684
	Iteration 13Q: 3 clusters Score -4706401 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4706494.500000 Penalty: 5276.075684
	Iteration 14Q: 3 clusters Score -4706494 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4706530.500000 Penalty: 5276.075684
	Iteration 15Q: 3 clusters Score -4706530 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4706551.500000 Penalty: 5276.075684
	Iteration 16Q: 3 clusters Score -4706552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4706583.500000 Penalty: 5276.075684
	Iteration 17Q: 3 clusters Score -4706584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4706589.500000 Penalty: 5276.075684
	Iteration 18Q: 3 clusters Score -4706590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -4706633.500000 Penalty: 5276.075684
	Iteration 19Q: 3 clusters Score -4706634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4706643.500000 Penalty: 5276.075684
	Iteration 20F: 3 clusters Score -4706644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4706640.000000 Penalty: 5276.075684
	Iteration 21Q: 3 clusters Score -4706640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4706653.000000 Penalty: 5276.075684
	Iteration 22Q: 3 clusters Score -4706653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4706676.500000 Penalty: 5276.075684
	Iteration 23Q: 3 clusters Score -4706676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4706680.500000 Penalty: 5276.075684
	Iteration 24Q: 3 clusters Score -4706680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4706696.000000 Penalty: 5276.075684
	Iteration 25Q: 3 clusters Score -4706696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4706708.000000 Penalty: 5276.075684
	Iteration 26Q: 3 clusters Score -4706708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4706717.000000 Penalty: 5276.075684
	Iteration 27Q: 3 clusters Score -4706717 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4706716.000000 Penalty: 5276.075684
	Iteration 28Q: 3 clusters Score -4706716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4706723.000000 Penalty: 5276.075684
	Iteration 29Q: 3 clusters Score -4706723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4706742.000000 Penalty: 5276.075684
	Iteration 30Q: 3 clusters Score -4706742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4706745.500000 Penalty: 5276.075684
	Iteration 31Q: 3 clusters Score -4706746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4706753.500000 Penalty: 5276.075684
	Iteration 32Q: 3 clusters Score -4706754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -4706762.500000 Penalty: 5276.075684
	Iteration 33Q: 3 clusters Score -4706762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4706755.500000 Penalty: 5276.075684
	Iteration 34Q: 3 clusters Score -4706756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4706765.500000 Penalty: 5276.075684
	Iteration 35Q: 3 clusters Score -4706766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4706766.000000 Penalty: 5276.075684
	Iteration 36Q: 3 clusters Score -4706766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -4706766.000000 Penalty: 5276.075684
	Iteration 37Q: 3 clusters Score -4706766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -4706765.000000 Penalty: 5276.075684
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Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4706776 nChanged 49
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4706776 nChanged 41
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Mstep: Class 1 contains 11525 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4706783 nChanged 37
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4706778 nChanged 35
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Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4706784 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4706794 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4706789 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4706792 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4706786 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4706792 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4706794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4706798 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4706798 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4706804 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4706814 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4706808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4706807 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4706814 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4706812.000000 Penalty: 5276.075684
	Iteration 57Q: 3 clusters Score -4706812 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4706821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4706818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4706826.000000 Penalty: 5276.075684
	Iteration 60F: 3 clusters Score -4706826 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4706829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4706830 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4706823 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4706824 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10915 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4706824 nChanged 10
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4706830 nChanged 9
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4706830 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4706834 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4706840 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4706840 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4706841 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4706834 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4706835.000000 Penalty: 5276.075684
	Iteration 73Q: 3 clusters Score -4706835 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -4706831.000000 Penalty: 5276.075684
	Iteration 74Q: 3 clusters Score -4706831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4706832 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4706832 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4706832 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4706843.000000 Penalty: 5276.075684
	Iteration 78Q: 3 clusters Score -4706843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4706844 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4706855.500000 Penalty: 5276.075684
	Iteration 80F: 3 clusters Score -4706856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4706852 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4706845 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4706833.500000 Penalty: 5276.075684
	Iteration 83Q: 3 clusters Score -4706834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4706844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4706842.000000 Penalty: 5276.075684
	Iteration 85Q: 3 clusters Score -4706842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4706844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4706846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4706846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4706846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -4706847.500000 Penalty: 5276.075684
	Iteration 90Q: 3 clusters Score -4706848 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4706848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4706849.000000 Penalty: 5276.075684
	Iteration 92Q: 3 clusters Score -4706849 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4706848 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4706848 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4706852 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4706858 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4706856 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4706852 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4706848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4706854.000000 Penalty: 5276.075684
	Iteration 100F: 3 clusters Score -4706854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4706853.500000 Penalty: 5276.075684
	Iteration 101Q: 3 clusters Score -4706854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4706855.500000 Penalty: 5276.075684
	Iteration 102Q: 3 clusters Score -4706856 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4706855 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4706858 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4706858 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4706856 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4706854 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4706852 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4706852 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4706851 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4706849 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4706848 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4706847 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4706850 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4706848 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4706844 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4706846 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4706844 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4706843 nChanged 0
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4706843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (255763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -2.883199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127806 members 
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	Iteration 0F: 3 clusters Score -2.867672e+07 nChanged 123837
Entering Unmasked Mstep 
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	Iteration 1F: 3 clusters Score -2.874943e+07 nChanged 6840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132687 members 
Mstep: Class 2 contains 123076 members 
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	Iteration 2Q: 3 clusters Score -2.875067e+07 nChanged 7265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135360 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2.875222e+07 nChanged 7985
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139319 members 
Mstep: Class 2 contains 116444 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2.875424e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 110662 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2.875687e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -28760326.000000 Penalty: 6176.195312
	Iteration 6Q: 3 clusters Score -2.876033e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164599 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -28766276.000000 Penalty: 6176.195312
	Iteration 7F: 3 clusters Score -2.876628e+07 nChanged 15914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179707 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -28775940.000000 Penalty: 6176.195312
	Iteration 8F: 3 clusters Score -2.877594e+07 nChanged 18969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198420 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -28789874.000000 Penalty: 6176.195312
	Iteration 9F: 3 clusters Score -2.878987e+07 nChanged 20563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218947 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -28808534.000000 Penalty: 6176.195312
	Iteration 10F: 3 clusters Score -2.880853e+07 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236921 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -28820390.000000 Penalty: 6176.195312
	Iteration 11F: 3 clusters Score -2.882039e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247798 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -28825856.000000 Penalty: 6176.195312
	Iteration 12Q: 3 clusters Score -2.882586e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252794 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -28827992.000000 Penalty: 6176.195312
	Iteration 13Q: 3 clusters Score -2.882799e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254553 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -28828712.000000 Penalty: 6176.195312
	Iteration 14Q: 3 clusters Score -2.882871e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255114 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -28828990.000000 Penalty: 6176.195312
	Iteration 15Q: 3 clusters Score -2.882899e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255314 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -28829150.000000 Penalty: 6176.195312
	Iteration 16Q: 3 clusters Score -2.882915e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255404 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28829200.000000 Penalty: 6176.195312
	Iteration 17Q: 3 clusters Score -2.88292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255443 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28829264.000000 Penalty: 6176.195312
	Iteration 18Q: 3 clusters Score -2.882926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255467 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28829266.000000 Penalty: 6176.195312
	Iteration 19Q: 3 clusters Score -2.882927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255473 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28829280.000000 Penalty: 6176.195312
	Iteration 20F: 3 clusters Score -2.882928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255476 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28829274.000000 Penalty: 6176.195312
	Iteration 21Q: 3 clusters Score -2.882927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255479 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28829256.000000 Penalty: 6176.195312
	Iteration 22Q: 3 clusters Score -2.882926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255479 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28829254.000000 Penalty: 6176.195312
	Iteration 23Q: 3 clusters Score -2.882925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255479 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28829254.000000 Penalty: 6176.195312
	Iteration 24F: 3 clusters Score -2.882925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Entering Unmasked Estep 
Score: -3525816.000000 Penalty: 2564.239746
	Iteration 0F: 2 clusters Score -3525816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3504713.250000 Penalty: 5128.479492
	Iteration 0F: 3 clusters Score -3504713 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3512198.250000 Penalty: 5128.479492
	Iteration 1F: 3 clusters Score -3512198 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3512591.500000 Penalty: 5128.479492
	Iteration 2Q: 3 clusters Score -3512592 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3512943.250000 Penalty: 5128.479492
	Iteration 3Q: 3 clusters Score -3512943 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3513273.250000 Penalty: 5128.479492
	Iteration 4Q: 3 clusters Score -3513273 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3513629.250000 Penalty: 5128.479492
	Iteration 5Q: 3 clusters Score -3513629 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3514096.000000 Penalty: 5128.479492
	Iteration 6Q: 3 clusters Score -3514096 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3514698.500000 Penalty: 5128.479492
	Iteration 7Q: 3 clusters Score -3514698 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3515547.250000 Penalty: 5128.479492
	Iteration 8Q: 3 clusters Score -3515547 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3516799.750000 Penalty: 5128.479492
	Iteration 9F: 3 clusters Score -3516800 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3518422.500000 Penalty: 5128.479492
	Iteration 10F: 3 clusters Score -3518422 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3520081.250000 Penalty: 5128.479492
	Iteration 11F: 3 clusters Score -3520081 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3521443.000000 Penalty: 5128.479492
	Iteration 12Q: 3 clusters Score -3521443 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3522360.500000 Penalty: 5128.479492
	Iteration 13Q: 3 clusters Score -3522360 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3522902.750000 Penalty: 5128.479492
	Iteration 14Q: 3 clusters Score -3522903 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3523197.250000 Penalty: 5128.479492
	Iteration 15Q: 3 clusters Score -3523197 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3523359.750000 Penalty: 5128.479492
	Iteration 16Q: 3 clusters Score -3523360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3523449.000000 Penalty: 5128.479492
	Iteration 17Q: 3 clusters Score -3523449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3523490.000000 Penalty: 5128.479492
	Iteration 18Q: 3 clusters Score -3523490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3523512.000000 Penalty: 5128.479492
	Iteration 19Q: 3 clusters Score -3523512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -3523534.500000 Penalty: 5128.479492
	Iteration 20F: 3 clusters Score -3523534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -3523545.250000 Penalty: 5128.479492
	Iteration 21Q: 3 clusters Score -3523545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3523556.250000 Penalty: 5128.479492
	Iteration 22Q: 3 clusters Score -3523556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3523570.000000 Penalty: 5128.479492
	Iteration 23Q: 3 clusters Score -3523570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3523571.500000 Penalty: 5128.479492
	Iteration 24Q: 3 clusters Score -3523572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3523574.250000 Penalty: 5128.479492
	Iteration 25Q: 3 clusters Score -3523574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3523577.000000 Penalty: 5128.479492
	Iteration 26Q: 3 clusters Score -3523577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3523577.750000 Penalty: 5128.479492
	Iteration 27Q: 3 clusters Score -3523578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3523582.000000 Penalty: 5128.479492
	Iteration 28Q: 3 clusters Score -3523582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3523582.000000 Penalty: 5128.479492
	Iteration 29F: 3 clusters Score -3523582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Entering Unmasked Estep 
Score: -6413495.000000 Penalty: 2714.066650
	Iteration 0F: 2 clusters Score -6413495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -6375556.500000 Penalty: 5428.133301
	Iteration 0F: 3 clusters Score -6375556 nChanged 26233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -6390019.000000 Penalty: 5428.133301
	Iteration 1F: 3 clusters Score -6390019 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -6390609.000000 Penalty: 5428.133301
	Iteration 2Q: 3 clusters Score -6390609 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -6391177.000000 Penalty: 5428.133301
	Iteration 3Q: 3 clusters Score -6391177 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -6391834.500000 Penalty: 5428.133301
	Iteration 4Q: 3 clusters Score -6391834 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -6392826.500000 Penalty: 5428.133301
	Iteration 5Q: 3 clusters Score -6392826 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -6394373.500000 Penalty: 5428.133301
	Iteration 6F: 3 clusters Score -6394374 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -6396863.000000 Penalty: 5428.133301
	Iteration 7F: 3 clusters Score -6396863 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -6400310.500000 Penalty: 5428.133301
	Iteration 8F: 3 clusters Score -6400310 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -6404006.000000 Penalty: 5428.133301
	Iteration 9F: 3 clusters Score -6404006 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -6407204.000000 Penalty: 5428.133301
	Iteration 10F: 3 clusters Score -6407204 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6409115.000000 Penalty: 5428.133301
	Iteration 11Q: 3 clusters Score -6409115 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6410049.500000 Penalty: 5428.133301
	Iteration 12Q: 3 clusters Score -6410050 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6410513.500000 Penalty: 5428.133301
	Iteration 13Q: 3 clusters Score -6410514 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6410723.000000 Penalty: 5428.133301
	Iteration 14Q: 3 clusters Score -6410723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6410842.000000 Penalty: 5428.133301
	Iteration 15Q: 3 clusters Score -6410842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6410911.500000 Penalty: 5428.133301
	Iteration 16Q: 3 clusters Score -6410912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6410950.000000 Penalty: 5428.133301
	Iteration 17Q: 3 clusters Score -6410950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6410995.000000 Penalty: 5428.133301
	Iteration 18Q: 3 clusters Score -6410995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6411023.000000 Penalty: 5428.133301
	Iteration 19Q: 3 clusters Score -6411023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6411036.000000 Penalty: 5428.133301
	Iteration 20F: 3 clusters Score -6411036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6411049.500000 Penalty: 5428.133301
	Iteration 21Q: 3 clusters Score -6411050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6411057.000000 Penalty: 5428.133301
	Iteration 22Q: 3 clusters Score -6411057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6411067.000000 Penalty: 5428.133301
	Iteration 23Q: 3 clusters Score -6411067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6411068.500000 Penalty: 5428.133301
	Iteration 24Q: 3 clusters Score -6411068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6411071.000000 Penalty: 5428.133301
	Iteration 25Q: 3 clusters Score -6411071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6411071.500000 Penalty: 5428.133301
	Iteration 26Q: 3 clusters Score -6411072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6411074.500000 Penalty: 5428.133301
	Iteration 27Q: 3 clusters Score -6411074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6411081.000000 Penalty: 5428.133301
	Iteration 28Q: 3 clusters Score -6411081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6411088.000000 Penalty: 5428.133301
	Iteration 29Q: 3 clusters Score -6411088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6411091.000000 Penalty: 5428.133301
	Iteration 30Q: 3 clusters Score -6411091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6411091.000000 Penalty: 5428.133301
	Iteration 31F: 3 clusters Score -6411091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -102095.554688 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -102095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100193.929688 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -100193.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100492.039062 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -100492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100580.164062 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -100580.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100662.734375 Penalty: 3410.627197
	Iteration 3Q: 3 clusters Score -100662.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100740.546875 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -100740.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100848.539062 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -100848.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100928.406250 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -100928.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101048.046875 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -101048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101320.539062 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -101320.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101733.390625 Penalty: 3410.627197
	Iteration 9F: 3 clusters Score -101733.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101896.648438 Penalty: 3410.627197
	Iteration 10F: 3 clusters Score -101896.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -101996.257812 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -101996.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -102050.781250 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -102050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -102103.890625 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -102103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102152.289062 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -102152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -102166.453125 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -102166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -102179.828125 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -102179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -102186.726562 Penalty: 3410.627197
	Iteration 17Q: 3 clusters Score -102186.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102200.671875 Penalty: 3410.627197
	Iteration 18Q: 3 clusters Score -102200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -102206.937500 Penalty: 3410.627197
	Iteration 19Q: 3 clusters Score -102206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -102209.945312 Penalty: 3410.627197
	Iteration 20F: 3 clusters Score -102209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -102212.382812 Penalty: 3410.627197
	Iteration 21Q: 3 clusters Score -102212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -102215.656250 Penalty: 3410.627197
	Iteration 22Q: 3 clusters Score -102215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102217.945312 Penalty: 3410.627197
	Iteration 23Q: 3 clusters Score -102217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102217.945312 Penalty: 3410.627197
	Iteration 24F: 3 clusters Score -102217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 12 contains 255763 members 
Mstep: Class 13 contains 30936 members 
Mstep: Class 14 contains 56603 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 235094 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 36998 members 
Entering Unmasked Estep 
Score: -88590880.000000 Penalty: 60688.125000
Splitting cluster 16 changes total score from -88592416.000000 to -88590880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Entering Unmasked Estep 
Score: -1793237.250000 Penalty: 2396.835449
	Iteration 0F: 2 clusters Score -1793237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1781886.875000 Penalty: 4793.670898
	Iteration 0F: 3 clusters Score -1781887 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1785467.375000 Penalty: 4793.670898
	Iteration 1F: 3 clusters Score -1785467 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1786059.000000 Penalty: 4793.670898
	Iteration 2F: 3 clusters Score -1786059 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1786586.625000 Penalty: 4793.670898
	Iteration 3F: 3 clusters Score -1786587 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1787050.375000 Penalty: 4793.670898
	Iteration 4F: 3 clusters Score -1787050 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1787474.375000 Penalty: 4793.670898
	Iteration 5F: 3 clusters Score -1787474 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1787948.375000 Penalty: 4793.670898
	Iteration 6F: 3 clusters Score -1787948 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1788466.875000 Penalty: 4793.670898
	Iteration 7F: 3 clusters Score -1788467 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1789021.500000 Penalty: 4793.670898
	Iteration 8F: 3 clusters Score -1789022 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1789586.875000 Penalty: 4793.670898
	Iteration 9F: 3 clusters Score -1789587 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1790053.875000 Penalty: 4793.670898
	Iteration 10Q: 3 clusters Score -1790054 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1790446.875000 Penalty: 4793.670898
	Iteration 11Q: 3 clusters Score -1790447 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1790778.375000 Penalty: 4793.670898
	Iteration 12Q: 3 clusters Score -1790778 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1790997.875000 Penalty: 4793.670898
	Iteration 13Q: 3 clusters Score -1790998 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1791148.000000 Penalty: 4793.670898
	Iteration 14Q: 3 clusters Score -1791148 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1791256.375000 Penalty: 4793.670898
	Iteration 15Q: 3 clusters Score -1791256 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1791332.875000 Penalty: 4793.670898
	Iteration 16Q: 3 clusters Score -1791333 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1791425.125000 Penalty: 4793.670898
	Iteration 17Q: 3 clusters Score -1791425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1791485.000000 Penalty: 4793.670898
	Iteration 18Q: 3 clusters Score -1791485 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1791544.375000 Penalty: 4793.670898
	Iteration 19Q: 3 clusters Score -1791544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1791596.375000 Penalty: 4793.670898
	Iteration 20F: 3 clusters Score -1791596 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1791630.250000 Penalty: 4793.670898
	Iteration 21Q: 3 clusters Score -1791630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1791664.250000 Penalty: 4793.670898
	Iteration 22Q: 3 clusters Score -1791664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1791700.375000 Penalty: 4793.670898
	Iteration 23Q: 3 clusters Score -1791700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1791731.875000 Penalty: 4793.670898
	Iteration 24Q: 3 clusters Score -1791732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1791765.500000 Penalty: 4793.670898
	Iteration 25Q: 3 clusters Score -1791766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1791797.625000 Penalty: 4793.670898
	Iteration 26Q: 3 clusters Score -1791798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1791837.250000 Penalty: 4793.670898
	Iteration 27Q: 3 clusters Score -1791837 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1791866.625000 Penalty: 4793.670898
	Iteration 28Q: 3 clusters Score -1791867 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1791902.000000 Penalty: 4793.670898
	Iteration 29Q: 3 clusters Score -1791902 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1791946.250000 Penalty: 4793.670898
	Iteration 30Q: 3 clusters Score -1791946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1791985.500000 Penalty: 4793.670898
	Iteration 31Q: 3 clusters Score -1791986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1792030.875000 Penalty: 4793.670898
	Iteration 32Q: 3 clusters Score -1792031 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1792075.500000 Penalty: 4793.670898
	Iteration 33Q: 3 clusters Score -1792076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1792108.250000 Penalty: 4793.670898
	Iteration 34Q: 3 clusters Score -1792108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1792153.250000 Penalty: 4793.670898
	Iteration 35Q: 3 clusters Score -1792153 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1792184.000000 Penalty: 4793.670898
	Iteration 36Q: 3 clusters Score -1792184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1792203.625000 Penalty: 4793.670898
	Iteration 37Q: 3 clusters Score -1792204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1792218.750000 Penalty: 4793.670898
	Iteration 38Q: 3 clusters Score -1792219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1792236.750000 Penalty: 4793.670898
	Iteration 39Q: 3 clusters Score -1792237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1792242.250000 Penalty: 4793.670898
	Iteration 40F: 3 clusters Score -1792242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1792252.750000 Penalty: 4793.670898
	Iteration 41Q: 3 clusters Score -1792253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1792259.875000 Penalty: 4793.670898
	Iteration 42Q: 3 clusters Score -1792260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1792263.625000 Penalty: 4793.670898
	Iteration 43Q: 3 clusters Score -1792264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1792268.625000 Penalty: 4793.670898
	Iteration 44Q: 3 clusters Score -1792269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1792268.250000 Penalty: 4793.670898
	Iteration 45Q: 3 clusters Score -1792268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1792273.250000 Penalty: 4793.670898
	Iteration 46Q: 3 clusters Score -1792273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1792274.625000 Penalty: 4793.670898
	Iteration 47Q: 3 clusters Score -1792275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1792275.625000 Penalty: 4793.670898
	Iteration 48Q: 3 clusters Score -1792276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1792279.125000 Penalty: 4793.670898
	Iteration 49Q: 3 clusters Score -1792279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1792278.625000 Penalty: 4793.670898
	Iteration 50Q: 3 clusters Score -1792279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1792281.500000 Penalty: 4793.670898
	Iteration 51Q: 3 clusters Score -1792282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1792290.250000 Penalty: 4793.670898
	Iteration 52Q: 3 clusters Score -1792290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1792289.875000 Penalty: 4793.670898
	Iteration 53Q: 3 clusters Score -1792290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1792288.375000 Penalty: 4793.670898
	Iteration 54Q: 3 clusters Score -1792288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1792285.750000 Penalty: 4793.670898
	Iteration 55Q: 3 clusters Score -1792286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1792291.125000 Penalty: 4793.670898
	Iteration 56Q: 3 clusters Score -1792291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1792289.500000 Penalty: 4793.670898
	Iteration 57Q: 3 clusters Score -1792290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1792296.375000 Penalty: 4793.670898
	Iteration 58Q: 3 clusters Score -1792296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1792294.500000 Penalty: 4793.670898
	Iteration 59Q: 3 clusters Score -1792294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1792295.250000 Penalty: 4793.670898
	Iteration 60F: 3 clusters Score -1792295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1792298.250000 Penalty: 4793.670898
	Iteration 61Q: 3 clusters Score -1792298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1792298.750000 Penalty: 4793.670898
	Iteration 62Q: 3 clusters Score -1792299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1792298.750000 Penalty: 4793.670898
	Iteration 63F: 3 clusters Score -1792299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (235094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235094 members 
Entering Unmasked Estep 
Score: -26309240.000000 Penalty: 3067.199707
	Iteration 0F: 2 clusters Score -2.630924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -26160522.000000 Penalty: 6134.399414
	Iteration 0F: 3 clusters Score -2.616052e+07 nChanged 113390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -26227686.000000 Penalty: 6134.399414
	Iteration 1F: 3 clusters Score -2.622769e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -26229598.000000 Penalty: 6134.399414
	Iteration 2Q: 3 clusters Score -2.62296e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 133359 members 
Entering Unmasked Estep 
Score: -26232548.000000 Penalty: 6134.399414
	Iteration 3Q: 3 clusters Score -2.623255e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -26237118.000000 Penalty: 6134.399414
	Iteration 4Q: 3 clusters Score -2.623712e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -26243956.000000 Penalty: 6134.399414
	Iteration 5F: 3 clusters Score -2.624396e+07 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 164978 members 
Entering Unmasked Estep 
Score: -26253076.000000 Penalty: 6134.399414
	Iteration 6F: 3 clusters Score -2.625308e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 179800 members 
Entering Unmasked Estep 
Score: -26264940.000000 Penalty: 6134.399414
	Iteration 7F: 3 clusters Score -2.626494e+07 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 193979 members 
Entering Unmasked Estep 
Score: -26277126.000000 Penalty: 6134.399414
	Iteration 8F: 3 clusters Score -2.627713e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 205354 members 
Entering Unmasked Estep 
Score: -26288042.000000 Penalty: 6134.399414
	Iteration 9F: 3 clusters Score -2.628804e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 213549 members 
Entering Unmasked Estep 
Score: -26295952.000000 Penalty: 6134.399414
	Iteration 10Q: 3 clusters Score -2.629595e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 219408 members 
Entering Unmasked Estep 
Score: -26301356.000000 Penalty: 6134.399414
	Iteration 11Q: 3 clusters Score -2.630136e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 223513 members 
Entering Unmasked Estep 
Score: -26303904.000000 Penalty: 6134.399414
	Iteration 12Q: 3 clusters Score -2.63039e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 226303 members 
Entering Unmasked Estep 
Score: -26305530.000000 Penalty: 6134.399414
	Iteration 13Q: 3 clusters Score -2.630553e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 228158 members 
Entering Unmasked Estep 
Score: -26306482.000000 Penalty: 6134.399414
	Iteration 14Q: 3 clusters Score -2.630648e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 229406 members 
Entering Unmasked Estep 
Score: -26307228.000000 Penalty: 6134.399414
	Iteration 15Q: 3 clusters Score -2.630723e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 230255 members 
Entering Unmasked Estep 
Score: -26307532.000000 Penalty: 6134.399414
	Iteration 16Q: 3 clusters Score -2.630753e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 230829 members 
Entering Unmasked Estep 
Score: -26307980.000000 Penalty: 6134.399414
	Iteration 17Q: 3 clusters Score -2.630798e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 231208 members 
Entering Unmasked Estep 
Score: -26308190.000000 Penalty: 6134.399414
	Iteration 18Q: 3 clusters Score -2.630819e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 231448 members 
Entering Unmasked Estep 
Score: -26308320.000000 Penalty: 6134.399414
	Iteration 19Q: 3 clusters Score -2.630832e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 231626 members 
Entering Unmasked Estep 
Score: -26308454.000000 Penalty: 6134.399414
	Iteration 20F: 3 clusters Score -2.630845e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 231755 members 
Entering Unmasked Estep 
Score: -26308470.000000 Penalty: 6134.399414
	Iteration 21Q: 3 clusters Score -2.630847e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 231847 members 
Entering Unmasked Estep 
Score: -26308542.000000 Penalty: 6134.399414
	Iteration 22Q: 3 clusters Score -2.630854e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 231919 members 
Entering Unmasked Estep 
Score: -26308596.000000 Penalty: 6134.399414
	Iteration 23Q: 3 clusters Score -2.63086e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 231973 members 
Entering Unmasked Estep 
Score: -26308638.000000 Penalty: 6134.399414
	Iteration 24Q: 3 clusters Score -2.630864e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 232019 members 
Entering Unmasked Estep 
Score: -26308682.000000 Penalty: 6134.399414
	Iteration 25Q: 3 clusters Score -2.630868e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 232049 members 
Entering Unmasked Estep 
Score: -26308694.000000 Penalty: 6134.399414
	Iteration 26Q: 3 clusters Score -2.630869e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 232064 members 
Entering Unmasked Estep 
Score: -26308730.000000 Penalty: 6134.399414
	Iteration 27Q: 3 clusters Score -2.630873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 232078 members 
Entering Unmasked Estep 
Score: -26308736.000000 Penalty: 6134.399414
	Iteration 28Q: 3 clusters Score -2.630874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 232090 members 
Entering Unmasked Estep 
Score: -26308752.000000 Penalty: 6134.399414
	Iteration 29Q: 3 clusters Score -2.630875e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 232103 members 
Entering Unmasked Estep 
Score: -26308752.000000 Penalty: 6134.399414
	Iteration 30Q: 3 clusters Score -2.630875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 232109 members 
Entering Unmasked Estep 
Score: -26308748.000000 Penalty: 6134.399414
	Iteration 31Q: 3 clusters Score -2.630875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 232113 members 
Entering Unmasked Estep 
Score: -26308720.000000 Penalty: 6134.399414
	Iteration 32Q: 3 clusters Score -2.630872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 232121 members 
Entering Unmasked Estep 
Score: -26308732.000000 Penalty: 6134.399414
	Iteration 33Q: 3 clusters Score -2.630873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 232128 members 
Entering Unmasked Estep 
Score: -26308736.000000 Penalty: 6134.399414
	Iteration 34Q: 3 clusters Score -2.630874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 232133 members 
Entering Unmasked Estep 
Score: -26308732.000000 Penalty: 6134.399414
	Iteration 35Q: 3 clusters Score -2.630873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 232139 members 
Entering Unmasked Estep 
Score: -26308718.000000 Penalty: 6134.399414
	Iteration 36Q: 3 clusters Score -2.630872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 232142 members 
Entering Unmasked Estep 
Score: -26308742.000000 Penalty: 6134.399414
	Iteration 37Q: 3 clusters Score -2.630874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 232140 members 
Entering Unmasked Estep 
Score: -26308748.000000 Penalty: 6134.399414
	Iteration 38Q: 3 clusters Score -2.630875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 232136 members 
Entering Unmasked Estep 
Score: -26308764.000000 Penalty: 6134.399414
	Iteration 39Q: 3 clusters Score -2.630876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 232132 members 
Entering Unmasked Estep 
Score: -26308764.000000 Penalty: 6134.399414
	Iteration 40F: 3 clusters Score -2.630876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 232127 members 
Entering Unmasked Estep 
Score: -26308766.000000 Penalty: 6134.399414
	Iteration 41Q: 3 clusters Score -2.630877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 232126 members 
Entering Unmasked Estep 
Score: -26308762.000000 Penalty: 6134.399414
	Iteration 42Q: 3 clusters Score -2.630876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 232127 members 
Entering Unmasked Estep 
Score: -26308762.000000 Penalty: 6134.399414
	Iteration 43Q: 3 clusters Score -2.630876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 232128 members 
Entering Unmasked Estep 
Score: -26308758.000000 Penalty: 6134.399414
	Iteration 44Q: 3 clusters Score -2.630876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 232129 members 
Entering Unmasked Estep 
Score: -26308766.000000 Penalty: 6134.399414
	Iteration 45Q: 3 clusters Score -2.630877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 232129 members 
Entering Unmasked Estep 
Score: -26308766.000000 Penalty: 6134.399414
	Iteration 46F: 3 clusters Score -2.630877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -993245.375000 Penalty: 2248.970947
	Iteration 0F: 2 clusters Score -993245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -986371.187500 Penalty: 4497.941895
	Iteration 0F: 3 clusters Score -986371.2 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -988234.062500 Penalty: 4497.941895
	Iteration 1F: 3 clusters Score -988234.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -988470.312500 Penalty: 4497.941895
	Iteration 2F: 3 clusters Score -988470.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -988630.375000 Penalty: 4497.941895
	Iteration 3Q: 3 clusters Score -988630.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -988747.375000 Penalty: 4497.941895
	Iteration 4Q: 3 clusters Score -988747.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -988841.687500 Penalty: 4497.941895
	Iteration 5Q: 3 clusters Score -988841.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -988932.125000 Penalty: 4497.941895
	Iteration 6Q: 3 clusters Score -988932.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -989021.125000 Penalty: 4497.941895
	Iteration 7Q: 3 clusters Score -989021.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -989095.687500 Penalty: 4497.941895
	Iteration 8Q: 3 clusters Score -989095.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -989182.000000 Penalty: 4497.941895
	Iteration 9Q: 3 clusters Score -989182 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -989301.437500 Penalty: 4497.941895
	Iteration 10Q: 3 clusters Score -989301.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -989474.687500 Penalty: 4497.941895
	Iteration 11Q: 3 clusters Score -989474.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -989687.000000 Penalty: 4497.941895
	Iteration 12Q: 3 clusters Score -989687 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -989936.875000 Penalty: 4497.941895
	Iteration 13Q: 3 clusters Score -989936.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -990232.187500 Penalty: 4497.941895
	Iteration 14Q: 3 clusters Score -990232.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -990524.937500 Penalty: 4497.941895
	Iteration 15Q: 3 clusters Score -990524.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -990779.375000 Penalty: 4497.941895
	Iteration 16Q: 3 clusters Score -990779.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -990963.937500 Penalty: 4497.941895
	Iteration 17Q: 3 clusters Score -990963.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -991063.750000 Penalty: 4497.941895
	Iteration 18Q: 3 clusters Score -991063.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -991125.750000 Penalty: 4497.941895
	Iteration 19Q: 3 clusters Score -991125.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -991162.000000 Penalty: 4497.941895
	Iteration 20F: 3 clusters Score -991162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -991189.687500 Penalty: 4497.941895
	Iteration 21Q: 3 clusters Score -991189.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -991202.687500 Penalty: 4497.941895
	Iteration 22Q: 3 clusters Score -991202.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -991217.750000 Penalty: 4497.941895
	Iteration 23Q: 3 clusters Score -991217.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -991223.187500 Penalty: 4497.941895
	Iteration 24Q: 3 clusters Score -991223.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -991231.187500 Penalty: 4497.941895
	Iteration 25Q: 3 clusters Score -991231.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -991237.562500 Penalty: 4497.941895
	Iteration 26Q: 3 clusters Score -991237.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -991243.750000 Penalty: 4497.941895
	Iteration 27Q: 3 clusters Score -991243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -991248.000000 Penalty: 4497.941895
	Iteration 28Q: 3 clusters Score -991248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -991255.750000 Penalty: 4497.941895
	Iteration 29Q: 3 clusters Score -991255.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -991256.437500 Penalty: 4497.941895
	Iteration 30Q: 3 clusters Score -991256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -991261.812500 Penalty: 4497.941895
	Iteration 31Q: 3 clusters Score -991261.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -991266.687500 Penalty: 4497.941895
	Iteration 32Q: 3 clusters Score -991266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -991270.812500 Penalty: 4497.941895
	Iteration 33Q: 3 clusters Score -991270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -991273.250000 Penalty: 4497.941895
	Iteration 34Q: 3 clusters Score -991273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -991275.562500 Penalty: 4497.941895
	Iteration 35Q: 3 clusters Score -991275.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -991278.750000 Penalty: 4497.941895
	Iteration 36Q: 3 clusters Score -991278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -991278.812500 Penalty: 4497.941895
	Iteration 37Q: 3 clusters Score -991278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -991278.937500 Penalty: 4497.941895
	Iteration 38Q: 3 clusters Score -991278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -991279.500000 Penalty: 4497.941895
	Iteration 39Q: 3 clusters Score -991279.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -991282.687500 Penalty: 4497.941895
	Iteration 40F: 3 clusters Score -991282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -991283.750000 Penalty: 4497.941895
	Iteration 41Q: 3 clusters Score -991283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -991285.687500 Penalty: 4497.941895
	Iteration 42Q: 3 clusters Score -991285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -991284.375000 Penalty: 4497.941895
	Iteration 43Q: 3 clusters Score -991284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -991286.250000 Penalty: 4497.941895
	Iteration 44Q: 3 clusters Score -991286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -991286.250000 Penalty: 4497.941895
	Iteration 45F: 3 clusters Score -991286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Entering Unmasked Estep 
Score: -4198810.500000 Penalty: 2608.617676
	Iteration 0F: 2 clusters Score -4198810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4173673.250000 Penalty: 5217.235352
	Iteration 0F: 3 clusters Score -4173673 nChanged 16798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4182984.250000 Penalty: 5217.235352
	Iteration 1F: 3 clusters Score -4182984 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4183504.500000 Penalty: 5217.235352
	Iteration 2Q: 3 clusters Score -4183504 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4184026.250000 Penalty: 5217.235352
	Iteration 3Q: 3 clusters Score -4184026 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4184699.250000 Penalty: 5217.235352
	Iteration 4Q: 3 clusters Score -4184699 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4185485.750000 Penalty: 5217.235352
	Iteration 5Q: 3 clusters Score -4185486 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4186430.000000 Penalty: 5217.235352
	Iteration 6Q: 3 clusters Score -4186430 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4187624.250000 Penalty: 5217.235352
	Iteration 7F: 3 clusters Score -4187624 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4189167.250000 Penalty: 5217.235352
	Iteration 8F: 3 clusters Score -4189167 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -4191024.250000 Penalty: 5217.235352
	Iteration 9F: 3 clusters Score -4191024 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4192871.750000 Penalty: 5217.235352
	Iteration 10F: 3 clusters Score -4192872 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -4194443.000000 Penalty: 5217.235352
	Iteration 11F: 3 clusters Score -4194443 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4195473.000000 Penalty: 5217.235352
	Iteration 12Q: 3 clusters Score -4195473 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4196255.000000 Penalty: 5217.235352
	Iteration 13Q: 3 clusters Score -4196255 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -4196789.500000 Penalty: 5217.235352
	Iteration 14Q: 3 clusters Score -4196790 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4197181.500000 Penalty: 5217.235352
	Iteration 15Q: 3 clusters Score -4197182 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4197439.000000 Penalty: 5217.235352
	Iteration 16Q: 3 clusters Score -4197439 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4197614.500000 Penalty: 5217.235352
	Iteration 17Q: 3 clusters Score -4197614 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4197720.000000 Penalty: 5217.235352
	Iteration 18Q: 3 clusters Score -4197720 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4197817.000000 Penalty: 5217.235352
	Iteration 19Q: 3 clusters Score -4197817 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4197881.000000 Penalty: 5217.235352
	Iteration 20F: 3 clusters Score -4197881 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4197948.000000 Penalty: 5217.235352
	Iteration 21Q: 3 clusters Score -4197948 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4197992.500000 Penalty: 5217.235352
	Iteration 22Q: 3 clusters Score -4197992 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4198020.000000 Penalty: 5217.235352
	Iteration 23Q: 3 clusters Score -4198020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4198055.000000 Penalty: 5217.235352
	Iteration 24Q: 3 clusters Score -4198055 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4198072.000000 Penalty: 5217.235352
	Iteration 25Q: 3 clusters Score -4198072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4198100.000000 Penalty: 5217.235352
	Iteration 26Q: 3 clusters Score -4198100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4198123.000000 Penalty: 5217.235352
	Iteration 27Q: 3 clusters Score -4198123 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4198147.500000 Penalty: 5217.235352
	Iteration 28Q: 3 clusters Score -4198148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4198157.500000 Penalty: 5217.235352
	Iteration 29Q: 3 clusters Score -4198158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4198179.000000 Penalty: 5217.235352
	Iteration 30Q: 3 clusters Score -4198179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4198177.500000 Penalty: 5217.235352
	Iteration 31Q: 3 clusters Score -4198178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4198183.000000 Penalty: 5217.235352
	Iteration 32Q: 3 clusters Score -4198183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4198204.500000 Penalty: 5217.235352
	Iteration 33Q: 3 clusters Score -4198204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4198204.500000 Penalty: 5217.235352
	Iteration 34Q: 3 clusters Score -4198204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4198198.000000 Penalty: 5217.235352
	Iteration 35Q: 3 clusters Score -4198198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4198214.000000 Penalty: 5217.235352
	Iteration 36Q: 3 clusters Score -4198214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4198206.500000 Penalty: 5217.235352
	Iteration 37Q: 3 clusters Score -4198206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4198216.000000 Penalty: 5217.235352
	Iteration 38Q: 3 clusters Score -4198216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4198215.500000 Penalty: 5217.235352
	Iteration 39Q: 3 clusters Score -4198216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4198224.500000 Penalty: 5217.235352
	Iteration 40F: 3 clusters Score -4198224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4198223.500000 Penalty: 5217.235352
	Iteration 41Q: 3 clusters Score -4198224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4198227.000000 Penalty: 5217.235352
	Iteration 42Q: 3 clusters Score -4198227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4198231.500000 Penalty: 5217.235352
	Iteration 43Q: 3 clusters Score -4198232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4198233.500000 Penalty: 5217.235352
	Iteration 44Q: 3 clusters Score -4198234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4198235.000000 Penalty: 5217.235352
	Iteration 45Q: 3 clusters Score -4198235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4198235.500000 Penalty: 5217.235352
	Iteration 46Q: 3 clusters Score -4198236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4198241.000000 Penalty: 5217.235352
	Iteration 47Q: 3 clusters Score -4198241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4198245.000000 Penalty: 5217.235352
	Iteration 48Q: 3 clusters Score -4198245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4198245.000000 Penalty: 5217.235352
	Iteration 49F: 3 clusters Score -4198245 nChanged 0
--- Evaluating fit on full set of 2406351 points ---
Entering Unmasked Estep 
Score: -264746320.000000 Penalty: 61948.308594
22->18 Clusters: Score -264746320.000000, best is -265826544.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 802117 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 36358 members 
Mstep: Class 3 contains 36369 members 
Mstep: Class 4 contains 36630 members 
Mstep: Class 5 contains 36603 members 
Mstep: Class 6 contains 36372 members 
Mstep: Class 7 contains 36699 members 
Mstep: Class 8 contains 36486 members 
Mstep: Class 9 contains 36131 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 11 contains 36472 members 
Mstep: Class 12 contains 36257 members 
Mstep: Class 13 contains 36382 members 
Mstep: Class 14 contains 36579 members 
Mstep: Class 15 contains 36446 members 
Mstep: Class 16 contains 36478 members 
Mstep: Class 17 contains 36576 members 
Mstep: Class 18 contains 36575 members 
Mstep: Class 19 contains 36287 members 
Mstep: Class 20 contains 36577 members 
Mstep: Class 21 contains 36278 members 
Mstep: Class 22 contains 36468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 640.562927 but Gain 3371.562500
Score: -85549960.000000 Penalty: 70802.812500
Iteration 0F: 22 clusters Score -8.554996e+07 nChanged 759668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 30451 members 
Mstep: Class 3 contains 39873 members 
Mstep: Class 4 contains 35273 members 
Mstep: Class 5 contains 49072 members 
Mstep: Class 6 contains 16435 members 
Mstep: Class 7 contains 16695 members 
Mstep: Class 8 contains 15808 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 17137 members 
Mstep: Class 12 contains 18767 members 
Mstep: Class 13 contains 35847 members 
Mstep: Class 14 contains 35485 members 
Mstep: Class 15 contains 64650 members 
Mstep: Class 16 contains 25954 members 
Mstep: Class 17 contains 16909 members 
Mstep: Class 18 contains 92280 members 
Mstep: Class 19 contains 24480 members 
Mstep: Class 20 contains 67005 members 
Mstep: Class 21 contains 59676 members 
Mstep: Class 22 contains 89403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87466080.000000 Penalty: 70802.812500
Iteration 1F: 22 clusters Score -8.746608e+07 nChanged 227156
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 25034 members 
Mstep: Class 3 contains 35586 members 
Mstep: Class 4 contains 35625 members 
Mstep: Class 5 contains 50351 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 10 contains 13616 members 
Mstep: Class 11 contains 14152 members 
Mstep: Class 12 contains 15470 members 
Mstep: Class 13 contains 33432 members 
Mstep: Class 14 contains 33138 members 
Mstep: Class 15 contains 72863 members 
Mstep: Class 16 contains 18623 members 
Mstep: Class 17 contains 10746 members 
Mstep: Class 18 contains 107127 members 
Mstep: Class 19 contains 22166 members 
Mstep: Class 20 contains 71704 members 
Mstep: Class 21 contains 67078 members 
Mstep: Class 22 contains 114534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87803608.000000 Penalty: 70802.812500
Iteration 2F: 22 clusters Score -8.780361e+07 nChanged 177547
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 17847 members 
Mstep: Class 3 contains 30517 members 
Mstep: Class 4 contains 33267 members 
Mstep: Class 5 contains 64496 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 7 contains 6626 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 10646 members 
Mstep: Class 12 contains 11262 members 
Mstep: Class 13 contains 29141 members 
Mstep: Class 14 contains 28727 members 
Mstep: Class 15 contains 76765 members 
Mstep: Class 16 contains 13479 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 133176 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 69397 members 
Mstep: Class 21 contains 66392 members 
Mstep: Class 22 contains 139270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87994824.000000 Penalty: 70802.812500
Iteration 3F: 22 clusters Score -8.799482e+07 nChanged 147162
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 11263 members 
Mstep: Class 3 contains 24402 members 
Mstep: Class 4 contains 29389 members 
Mstep: Class 5 contains 77236 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 7574 members 
Mstep: Class 13 contains 23159 members 
Mstep: Class 14 contains 23677 members 
Mstep: Class 15 contains 75577 members 
Mstep: Class 16 contains 9207 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 162707 members 
Mstep: Class 19 contains 18752 members 
Mstep: Class 20 contains 62055 members 
Mstep: Class 21 contains 61349 members 
Mstep: Class 22 contains 165264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2345.423096 but Gain 3371.562500
Score: -88137432.000000 Penalty: 67431.250000
Iteration 4F: 21 clusters Score -8.813743e+07 nChanged 122860
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 18645 members 
Mstep: Class 4 contains 25421 members 
Mstep: Class 5 contains 83605 members 
Mstep: Class 6 contains 5193 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 19444 members 
Mstep: Class 15 contains 70771 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 191308 members 
Mstep: Class 19 contains 19414 members 
Mstep: Class 20 contains 51651 members 
Mstep: Class 21 contains 54183 members 
Mstep: Class 22 contains 191866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3185.707031 but Gain 3371.562500
Score: -88245480.000000 Penalty: 64059.687500
Iteration 5F: 20 clusters Score -8.824548e+07 nChanged 101892
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 14742 members 
Mstep: Class 4 contains 22791 members 
Mstep: Class 5 contains 83979 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 12050 members 
Mstep: Class 14 contains 16389 members 
Mstep: Class 15 contains 63866 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 18 contains 215720 members 
Mstep: Class 19 contains 20979 members 
Mstep: Class 20 contains 39456 members 
Mstep: Class 21 contains 46853 members 
Mstep: Class 22 contains 216059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2586.241943 but Gain 3371.562500
Score: -88327880.000000 Penalty: 60688.125000
Iteration 6F: 19 clusters Score -8.832788e+07 nChanged 86329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 3 contains 12124 members 
Mstep: Class 4 contains 21376 members 
Mstep: Class 5 contains 81827 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 2317 members 
Mstep: Class 13 contains 8467 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 55648 members 
Mstep: Class 16 contains 4017 members 
Mstep: Class 18 contains 236168 members 
Mstep: Class 19 contains 22871 members 
Mstep: Class 20 contains 27773 members 
Mstep: Class 21 contains 40495 members 
Mstep: Class 22 contains 237349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2552.161377 but Gain 3371.562500
Score: -88376192.000000 Penalty: 57316.562500
Iteration 7F: 18 clusters Score -8.837619e+07 nChanged 71494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 21245 members 
Mstep: Class 5 contains 79536 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 12933 members 
Mstep: Class 15 contains 48861 members 
Mstep: Class 16 contains 3379 members 
Mstep: Class 18 contains 253042 members 
Mstep: Class 19 contains 24448 members 
Mstep: Class 20 contains 19227 members 
Mstep: Class 21 contains 36301 members 
Mstep: Class 22 contains 247720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88402040.000000 Penalty: 57316.562500
Iteration 8F: 18 clusters Score -8.840204e+07 nChanged 56484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 3 contains 11132 members 
Mstep: Class 4 contains 22186 members 
Mstep: Class 5 contains 77629 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 1405 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 12588 members 
Mstep: Class 15 contains 43937 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 18 contains 265980 members 
Mstep: Class 19 contains 26017 members 
Mstep: Class 20 contains 14067 members 
Mstep: Class 21 contains 34163 members 
Mstep: Class 22 contains 247506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88420416.000000 Penalty: 57316.562500
Iteration 9F: 18 clusters Score -8.842042e+07 nChanged 47988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 23726 members 
Mstep: Class 5 contains 76119 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 4315 members 
Mstep: Class 14 contains 12766 members 
Mstep: Class 15 contains 40361 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 18 contains 274850 members 
Mstep: Class 19 contains 27580 members 
Mstep: Class 20 contains 10946 members 
Mstep: Class 21 contains 33283 members 
Mstep: Class 22 contains 244178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3264.429199 but Gain 3371.562500
Score: -88433832.000000 Penalty: 53945.000000
Iteration 10F: 17 clusters Score -8.843383e+07 nChanged 43024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 3 contains 11744 members 
Mstep: Class 4 contains 25472 members 
Mstep: Class 5 contains 74746 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 1169 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 13278 members 
Mstep: Class 15 contains 37631 members 
Mstep: Class 18 contains 279286 members 
Mstep: Class 19 contains 30354 members 
Mstep: Class 20 contains 9041 members 
Mstep: Class 21 contains 32985 members 
Mstep: Class 22 contains 242025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88449752.000000 Penalty: 53945.000000
Iteration 11F: 17 clusters Score -8.844975e+07 nChanged 36082
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 27227 members 
Mstep: Class 5 contains 73257 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 13891 members 
Mstep: Class 15 contains 35371 members 
Mstep: Class 18 contains 278894 members 
Mstep: Class 19 contains 31582 members 
Mstep: Class 20 contains 7706 members 
Mstep: Class 21 contains 32813 members 
Mstep: Class 22 contains 242842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88459128.000000 Penalty: 53945.000000
Iteration 12Q: 17 clusters Score -8.845913e+07 nChanged 31782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 3 contains 12411 members 
Mstep: Class 4 contains 28875 members 
Mstep: Class 5 contains 71678 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 14542 members 
Mstep: Class 15 contains 33416 members 
Mstep: Class 18 contains 276121 members 
Mstep: Class 19 contains 32680 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 32656 members 
Mstep: Class 22 contains 245479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3218.775879 but Gain 3371.562500
Score: -88467624.000000 Penalty: 50573.437500
Iteration 13Q: 16 clusters Score -8.846762e+07 nChanged 31951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 3 contains 12681 members 
Mstep: Class 4 contains 30459 members 
Mstep: Class 5 contains 70152 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 14 contains 15239 members 
Mstep: Class 15 contains 31575 members 
Mstep: Class 18 contains 273243 members 
Mstep: Class 19 contains 33892 members 
Mstep: Class 20 contains 6257 members 
Mstep: Class 21 contains 32871 members 
Mstep: Class 22 contains 249654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88477856.000000 Penalty: 50573.437500
Iteration 14Q: 16 clusters Score -8.847786e+07 nChanged 28032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 31974 members 
Mstep: Class 5 contains 68562 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 14 contains 15738 members 
Mstep: Class 15 contains 29769 members 
Mstep: Class 18 contains 268984 members 
Mstep: Class 19 contains 35091 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 32720 members 
Mstep: Class 22 contains 253310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88485704.000000 Penalty: 50573.437500
Iteration 15Q: 16 clusters Score -8.84857e+07 nChanged 27547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 3 contains 13082 members 
Mstep: Class 4 contains 33442 members 
Mstep: Class 5 contains 66950 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 14 contains 16183 members 
Mstep: Class 15 contains 27834 members 
Mstep: Class 18 contains 265305 members 
Mstep: Class 19 contains 36193 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 32677 members 
Mstep: Class 22 contains 256676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88493760.000000 Penalty: 50573.437500
Iteration 16Q: 16 clusters Score -8.849376e+07 nChanged 27190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 3 contains 13250 members 
Mstep: Class 4 contains 34794 members 
Mstep: Class 5 contains 65253 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 14 contains 16574 members 
Mstep: Class 15 contains 25684 members 
Mstep: Class 18 contains 262236 members 
Mstep: Class 19 contains 37118 members 
Mstep: Class 20 contains 5386 members 
Mstep: Class 21 contains 32840 members 
Mstep: Class 22 contains 259945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88502016.000000 Penalty: 50573.437500
Iteration 17Q: 16 clusters Score -8.850202e+07 nChanged 26174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 3 contains 13385 members 
Mstep: Class 4 contains 35977 members 
Mstep: Class 5 contains 63527 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 14 contains 16915 members 
Mstep: Class 15 contains 23505 members 
Mstep: Class 18 contains 259908 members 
Mstep: Class 19 contains 37910 members 
Mstep: Class 20 contains 5170 members 
Mstep: Class 21 contains 33224 members 
Mstep: Class 22 contains 262862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88510232.000000 Penalty: 50573.437500
Iteration 18Q: 16 clusters Score -8.851023e+07 nChanged 24034
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 3 contains 13464 members 
Mstep: Class 4 contains 37060 members 
Mstep: Class 5 contains 61874 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 14 contains 17221 members 
Mstep: Class 15 contains 21359 members 
Mstep: Class 18 contains 258104 members 
Mstep: Class 19 contains 38627 members 
Mstep: Class 20 contains 4965 members 
Mstep: Class 21 contains 33741 members 
Mstep: Class 22 contains 265433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88516544.000000 Penalty: 50573.437500
Iteration 19Q: 16 clusters Score -8.851654e+07 nChanged 20318
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 3 contains 13580 members 
Mstep: Class 4 contains 37965 members 
Mstep: Class 5 contains 60466 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 14 contains 17476 members 
Mstep: Class 15 contains 19403 members 
Mstep: Class 18 contains 256507 members 
Mstep: Class 19 contains 39241 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 34331 members 
Mstep: Class 22 contains 267654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88521392.000000 Penalty: 50573.437500
Iteration 20F: 16 clusters Score -8.852139e+07 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 38712 members 
Mstep: Class 5 contains 59228 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 14 contains 17741 members 
Mstep: Class 15 contains 17769 members 
Mstep: Class 18 contains 254879 members 
Mstep: Class 19 contains 39875 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 34967 members 
Mstep: Class 22 contains 269518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88525504.000000 Penalty: 50573.437500
Iteration 21Q: 16 clusters Score -8.85255e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 3 contains 13718 members 
Mstep: Class 4 contains 39355 members 
Mstep: Class 5 contains 58198 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 14 contains 17965 members 
Mstep: Class 15 contains 16532 members 
Mstep: Class 18 contains 253373 members 
Mstep: Class 19 contains 40509 members 
Mstep: Class 20 contains 4475 members 
Mstep: Class 21 contains 35645 members 
Mstep: Class 22 contains 270753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88528744.000000 Penalty: 50573.437500
Iteration 22Q: 16 clusters Score -8.852874e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 3 contains 13757 members 
Mstep: Class 4 contains 39883 members 
Mstep: Class 5 contains 57326 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 11 contains 3854 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 14 contains 18178 members 
Mstep: Class 15 contains 15667 members 
Mstep: Class 18 contains 251930 members 
Mstep: Class 19 contains 41106 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 36367 members 
Mstep: Class 22 contains 271579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88532168.000000 Penalty: 50573.437500
Iteration 23Q: 16 clusters Score -8.853217e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 3 contains 13743 members 
Mstep: Class 4 contains 40326 members 
Mstep: Class 5 contains 56572 members 
Mstep: Class 7 contains 1486 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 14 contains 18362 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 18 contains 250774 members 
Mstep: Class 19 contains 41617 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 37124 members 
Mstep: Class 22 contains 271933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88534576.000000 Penalty: 50573.437500
Iteration 24Q: 16 clusters Score -8.853458e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 3 contains 13676 members 
Mstep: Class 4 contains 40701 members 
Mstep: Class 5 contains 55953 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 14 contains 18478 members 
Mstep: Class 15 contains 14852 members 
Mstep: Class 18 contains 249893 members 
Mstep: Class 19 contains 42072 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 37878 members 
Mstep: Class 22 contains 271866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88537024.000000 Penalty: 50573.437500
Iteration 25Q: 16 clusters Score -8.853702e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 3 contains 13601 members 
Mstep: Class 4 contains 40998 members 
Mstep: Class 5 contains 55413 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 14 contains 18591 members 
Mstep: Class 15 contains 14740 members 
Mstep: Class 18 contains 249394 members 
Mstep: Class 19 contains 42509 members 
Mstep: Class 20 contains 3909 members 
Mstep: Class 21 contains 38539 members 
Mstep: Class 22 contains 271409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88539192.000000 Penalty: 50573.437500
Iteration 26Q: 16 clusters Score -8.853919e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 3 contains 13516 members 
Mstep: Class 4 contains 41221 members 
Mstep: Class 5 contains 54927 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 11 contains 4691 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 14 contains 18687 members 
Mstep: Class 15 contains 14819 members 
Mstep: Class 18 contains 249238 members 
Mstep: Class 19 contains 42940 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 39148 members 
Mstep: Class 22 contains 270543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88540984.000000 Penalty: 50573.437500
Iteration 27Q: 16 clusters Score -8.854098e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 3 contains 13417 members 
Mstep: Class 4 contains 41384 members 
Mstep: Class 5 contains 54471 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 14 contains 18752 members 
Mstep: Class 15 contains 15028 members 
Mstep: Class 18 contains 249350 members 
Mstep: Class 19 contains 43389 members 
Mstep: Class 20 contains 3718 members 
Mstep: Class 21 contains 39760 members 
Mstep: Class 22 contains 269391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88542664.000000 Penalty: 50573.437500
Iteration 28Q: 16 clusters Score -8.854266e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 3 contains 13306 members 
Mstep: Class 4 contains 41483 members 
Mstep: Class 5 contains 54042 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 14 contains 18773 members 
Mstep: Class 15 contains 15297 members 
Mstep: Class 18 contains 249706 members 
Mstep: Class 19 contains 43801 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 40326 members 
Mstep: Class 22 contains 268147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88544280.000000 Penalty: 50573.437500
Iteration 29Q: 16 clusters Score -8.854428e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 3 contains 13199 members 
Mstep: Class 4 contains 41564 members 
Mstep: Class 5 contains 53597 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 14 contains 18783 members 
Mstep: Class 15 contains 15595 members 
Mstep: Class 18 contains 250132 members 
Mstep: Class 19 contains 44247 members 
Mstep: Class 20 contains 3585 members 
Mstep: Class 21 contains 40862 members 
Mstep: Class 22 contains 266822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88545880.000000 Penalty: 50573.437500
Iteration 30Q: 16 clusters Score -8.854588e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 3 contains 13112 members 
Mstep: Class 4 contains 41643 members 
Mstep: Class 5 contains 53160 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 14 contains 18801 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 18 contains 250644 members 
Mstep: Class 19 contains 44653 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 41370 members 
Mstep: Class 22 contains 265450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546984.000000 Penalty: 50573.437500
Iteration 31Q: 16 clusters Score -8.854698e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 3 contains 13023 members 
Mstep: Class 4 contains 41705 members 
Mstep: Class 5 contains 52718 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 2840 members 
Mstep: Class 14 contains 18821 members 
Mstep: Class 15 contains 16228 members 
Mstep: Class 18 contains 251184 members 
Mstep: Class 19 contains 45075 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 41860 members 
Mstep: Class 22 contains 264085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547688.000000 Penalty: 50573.437500
Iteration 32Q: 16 clusters Score -8.854769e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 41794 members 
Mstep: Class 5 contains 52335 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 14 contains 18854 members 
Mstep: Class 15 contains 16576 members 
Mstep: Class 18 contains 251671 members 
Mstep: Class 19 contains 45502 members 
Mstep: Class 20 contains 3390 members 
Mstep: Class 21 contains 42252 members 
Mstep: Class 22 contains 262682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88549000.000000 Penalty: 50573.437500
Iteration 33Q: 16 clusters Score -8.8549e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 41848 members 
Mstep: Class 5 contains 51960 members 
Mstep: Class 7 contains 1229 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 14 contains 18873 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 18 contains 252054 members 
Mstep: Class 19 contains 45961 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 42606 members 
Mstep: Class 22 contains 261465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88550120.000000 Penalty: 50573.437500
Iteration 34Q: 16 clusters Score -8.855012e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 41910 members 
Mstep: Class 5 contains 51605 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 14 contains 18882 members 
Mstep: Class 15 contains 17230 members 
Mstep: Class 18 contains 252438 members 
Mstep: Class 19 contains 46350 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 42930 members 
Mstep: Class 22 contains 260376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88551280.000000 Penalty: 50573.437500
Iteration 35Q: 16 clusters Score -8.855128e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 3 contains 12683 members 
Mstep: Class 4 contains 41952 members 
Mstep: Class 5 contains 51279 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 11 contains 5362 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 14 contains 18917 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 18 contains 252663 members 
Mstep: Class 19 contains 46767 members 
Mstep: Class 20 contains 3239 members 
Mstep: Class 21 contains 43218 members 
Mstep: Class 22 contains 259380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88551784.000000 Penalty: 50573.437500
Iteration 36Q: 16 clusters Score -8.855178e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 41987 members 
Mstep: Class 5 contains 51000 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 14 contains 18928 members 
Mstep: Class 15 contains 17859 members 
Mstep: Class 18 contains 252869 members 
Mstep: Class 19 contains 47171 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 43513 members 
Mstep: Class 22 contains 258410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88552976.000000 Penalty: 50573.437500
Iteration 37Q: 16 clusters Score -8.855298e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 3 contains 12554 members 
Mstep: Class 4 contains 41985 members 
Mstep: Class 5 contains 50752 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 14 contains 18950 members 
Mstep: Class 15 contains 18105 members 
Mstep: Class 18 contains 253038 members 
Mstep: Class 19 contains 47569 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 43793 members 
Mstep: Class 22 contains 257568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88554696.000000 Penalty: 50573.437500
Iteration 38Q: 16 clusters Score -8.85547e+07 nChanged 3458
Entering ConstructFrom: 
Score: -88554696.000000 Penalty: 50573.437500
Entering ConstructFrom: 
Trying to split cluster 1 (43284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Entering Unmasked Estep 
Score: -4901923.000000 Penalty: 2647.533447
	Iteration 0F: 2 clusters Score -4901923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4872561.500000 Penalty: 5295.066895
	Iteration 0F: 3 clusters Score -4872562 nChanged 19895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4883497.000000 Penalty: 5295.066895
	Iteration 1F: 3 clusters Score -4883497 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4884068.000000 Penalty: 5295.066895
	Iteration 2Q: 3 clusters Score -4884068 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4884727.000000 Penalty: 5295.066895
	Iteration 3Q: 3 clusters Score -4884727 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4885605.000000 Penalty: 5295.066895
	Iteration 4Q: 3 clusters Score -4885605 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4886816.500000 Penalty: 5295.066895
	Iteration 5F: 3 clusters Score -4886816 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4888646.000000 Penalty: 5295.066895
	Iteration 6F: 3 clusters Score -4888646 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4891073.000000 Penalty: 5295.066895
	Iteration 7F: 3 clusters Score -4891073 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4893806.000000 Penalty: 5295.066895
	Iteration 8F: 3 clusters Score -4893806 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -4896169.000000 Penalty: 5295.066895
	Iteration 9F: 3 clusters Score -4896169 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -4897793.500000 Penalty: 5295.066895
	Iteration 10Q: 3 clusters Score -4897794 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -4898728.000000 Penalty: 5295.066895
	Iteration 11Q: 3 clusters Score -4898728 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -4899220.000000 Penalty: 5295.066895
	Iteration 12Q: 3 clusters Score -4899220 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -4899464.000000 Penalty: 5295.066895
	Iteration 13Q: 3 clusters Score -4899464 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -4899641.000000 Penalty: 5295.066895
	Iteration 14Q: 3 clusters Score -4899641 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -4899775.000000 Penalty: 5295.066895
	Iteration 15Q: 3 clusters Score -4899775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -4899856.500000 Penalty: 5295.066895
	Iteration 16Q: 3 clusters Score -4899856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -4899932.500000 Penalty: 5295.066895
	Iteration 17Q: 3 clusters Score -4899932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -4899979.000000 Penalty: 5295.066895
	Iteration 18Q: 3 clusters Score -4899979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -4900013.500000 Penalty: 5295.066895
	Iteration 19Q: 3 clusters Score -4900014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -4900043.000000 Penalty: 5295.066895
	Iteration 20F: 3 clusters Score -4900043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -4900067.000000 Penalty: 5295.066895
	Iteration 21Q: 3 clusters Score -4900067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4900078.000000 Penalty: 5295.066895
	Iteration 22Q: 3 clusters Score -4900078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4900078.000000 Penalty: 5295.066895
	Iteration 23Q: 3 clusters Score -4900078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4900074.500000 Penalty: 5295.066895
	Iteration 24Q: 3 clusters Score -4900074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4900070.000000 Penalty: 5295.066895
	Iteration 25Q: 3 clusters Score -4900070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -4900078.500000 Penalty: 5295.066895
	Iteration 26Q: 3 clusters Score -4900078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -4900077.000000 Penalty: 5295.066895
	Iteration 27Q: 3 clusters Score -4900077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4900083.000000 Penalty: 5295.066895
	Iteration 28Q: 3 clusters Score -4900083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -4900078.500000 Penalty: 5295.066895
	Iteration 29Q: 3 clusters Score -4900078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -4900084.000000 Penalty: 5295.066895
	Iteration 30Q: 3 clusters Score -4900084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -4900084.000000 Penalty: 5295.066895
	Iteration 31F: 3 clusters Score -4900084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Entering Unmasked Estep 
Score: -1401379.625000 Penalty: 2339.563477
	Iteration 0F: 2 clusters Score -1401380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1392140.375000 Penalty: 4679.126953
	Iteration 0F: 3 clusters Score -1392140 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1394846.125000 Penalty: 4679.126953
	Iteration 1F: 3 clusters Score -1394846 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1395351.125000 Penalty: 4679.126953
	Iteration 2F: 3 clusters Score -1395351 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1395866.750000 Penalty: 4679.126953
	Iteration 3F: 3 clusters Score -1395867 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1396408.875000 Penalty: 4679.126953
	Iteration 4F: 3 clusters Score -1396409 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1396979.625000 Penalty: 4679.126953
	Iteration 5F: 3 clusters Score -1396980 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1397531.000000 Penalty: 4679.126953
	Iteration 6F: 3 clusters Score -1397531 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1398009.500000 Penalty: 4679.126953
	Iteration 7F: 3 clusters Score -1398010 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1398414.375000 Penalty: 4679.126953
	Iteration 8Q: 3 clusters Score -1398414 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1398769.500000 Penalty: 4679.126953
	Iteration 9Q: 3 clusters Score -1398770 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1399061.875000 Penalty: 4679.126953
	Iteration 10Q: 3 clusters Score -1399062 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1399279.250000 Penalty: 4679.126953
	Iteration 11Q: 3 clusters Score -1399279 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1399406.375000 Penalty: 4679.126953
	Iteration 12Q: 3 clusters Score -1399406 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1399511.375000 Penalty: 4679.126953
	Iteration 13Q: 3 clusters Score -1399511 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1399643.750000 Penalty: 4679.126953
	Iteration 14Q: 3 clusters Score -1399644 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1399771.625000 Penalty: 4679.126953
	Iteration 15Q: 3 clusters Score -1399772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1399883.125000 Penalty: 4679.126953
	Iteration 16Q: 3 clusters Score -1399883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1399955.875000 Penalty: 4679.126953
	Iteration 17Q: 3 clusters Score -1399956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1400001.125000 Penalty: 4679.126953
	Iteration 18Q: 3 clusters Score -1400001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1400024.000000 Penalty: 4679.126953
	Iteration 19Q: 3 clusters Score -1400024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1400037.125000 Penalty: 4679.126953
	Iteration 20F: 3 clusters Score -1400037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1400049.875000 Penalty: 4679.126953
	Iteration 21Q: 3 clusters Score -1400050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1400054.375000 Penalty: 4679.126953
	Iteration 22Q: 3 clusters Score -1400054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1400056.250000 Penalty: 4679.126953
	Iteration 23Q: 3 clusters Score -1400056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1400056.625000 Penalty: 4679.126953
	Iteration 24Q: 3 clusters Score -1400057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1400056.500000 Penalty: 4679.126953
	Iteration 25Q: 3 clusters Score -1400056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1400055.375000 Penalty: 4679.126953
	Iteration 26Q: 3 clusters Score -1400055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1400057.125000 Penalty: 4679.126953
	Iteration 27Q: 3 clusters Score -1400057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1400058.000000 Penalty: 4679.126953
	Iteration 28Q: 3 clusters Score -1400058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1400056.625000 Penalty: 4679.126953
	Iteration 29Q: 3 clusters Score -1400057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1400055.500000 Penalty: 4679.126953
	Iteration 30Q: 3 clusters Score -1400056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1400055.500000 Penalty: 4679.126953
	Iteration 31F: 3 clusters Score -1400056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Entering Unmasked Estep 
Score: -4774651.000000 Penalty: 2639.941406
	Iteration 0F: 2 clusters Score -4774651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4746344.000000 Penalty: 5279.882812
	Iteration 0F: 3 clusters Score -4746344 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4756655.500000 Penalty: 5279.882812
	Iteration 1F: 3 clusters Score -4756656 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -4757096.500000 Penalty: 5279.882812
	Iteration 2Q: 3 clusters Score -4757096 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4757554.500000 Penalty: 5279.882812
	Iteration 3Q: 3 clusters Score -4757554 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4758037.000000 Penalty: 5279.882812
	Iteration 4Q: 3 clusters Score -4758037 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -4758747.000000 Penalty: 5279.882812
	Iteration 5Q: 3 clusters Score -4758747 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4759814.500000 Penalty: 5279.882812
	Iteration 6Q: 3 clusters Score -4759814 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -4761479.500000 Penalty: 5279.882812
	Iteration 7F: 3 clusters Score -4761480 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4763914.000000 Penalty: 5279.882812
	Iteration 8F: 3 clusters Score -4763914 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4766891.000000 Penalty: 5279.882812
	Iteration 9F: 3 clusters Score -4766891 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -4769524.500000 Penalty: 5279.882812
	Iteration 10F: 3 clusters Score -4769524 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -4771078.000000 Penalty: 5279.882812
	Iteration 11Q: 3 clusters Score -4771078 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4771794.000000 Penalty: 5279.882812
	Iteration 12Q: 3 clusters Score -4771794 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -4772065.000000 Penalty: 5279.882812
	Iteration 13Q: 3 clusters Score -4772065 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4772182.500000 Penalty: 5279.882812
	Iteration 14Q: 3 clusters Score -4772182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -4772241.500000 Penalty: 5279.882812
	Iteration 15Q: 3 clusters Score -4772242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -4772287.500000 Penalty: 5279.882812
	Iteration 16Q: 3 clusters Score -4772288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4772303.500000 Penalty: 5279.882812
	Iteration 17Q: 3 clusters Score -4772304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -4772319.000000 Penalty: 5279.882812
	Iteration 18Q: 3 clusters Score -4772319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4772329.500000 Penalty: 5279.882812
	Iteration 19Q: 3 clusters Score -4772330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -4772344.000000 Penalty: 5279.882812
	Iteration 20F: 3 clusters Score -4772344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -4772345.000000 Penalty: 5279.882812
	Iteration 21Q: 3 clusters Score -4772345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -4772354.000000 Penalty: 5279.882812
	Iteration 22Q: 3 clusters Score -4772354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -4772359.000000 Penalty: 5279.882812
	Iteration 23Q: 3 clusters Score -4772359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -4772359.000000 Penalty: 5279.882812
	Iteration 24F: 3 clusters Score -4772359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Entering Unmasked Estep 
Score: -5524138.500000 Penalty: 2685.831787
	Iteration 0F: 2 clusters Score -5524138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -5490097.500000 Penalty: 5371.663574
	Iteration 0F: 3 clusters Score -5490098 nChanged 23375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5502967.000000 Penalty: 5371.663574
	Iteration 1F: 3 clusters Score -5502967 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5503856.000000 Penalty: 5371.663574
	Iteration 2Q: 3 clusters Score -5503856 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5505713.500000 Penalty: 5371.663574
	Iteration 3Q: 3 clusters Score -5505714 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5508509.500000 Penalty: 5371.663574
	Iteration 4F: 3 clusters Score -5508510 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5511871.500000 Penalty: 5371.663574
	Iteration 5F: 3 clusters Score -5511872 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -5515292.500000 Penalty: 5371.663574
	Iteration 6F: 3 clusters Score -5515292 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -5518323.500000 Penalty: 5371.663574
	Iteration 7F: 3 clusters Score -5518324 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -5520565.500000 Penalty: 5371.663574
	Iteration 8F: 3 clusters Score -5520566 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5522220.000000 Penalty: 5371.663574
	Iteration 9Q: 3 clusters Score -5522220 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5523484.500000 Penalty: 5371.663574
	Iteration 10Q: 3 clusters Score -5523484 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -5524590.500000 Penalty: 5371.663574
	Iteration 11Q: 3 clusters Score -5524590 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5525551.500000 Penalty: 5371.663574
	Iteration 12Q: 3 clusters Score -5525552 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5526219.000000 Penalty: 5371.663574
	Iteration 13Q: 3 clusters Score -5526219 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5526504.000000 Penalty: 5371.663574
	Iteration 14Q: 3 clusters Score -5526504 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5526656.000000 Penalty: 5371.663574
	Iteration 15Q: 3 clusters Score -5526656 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5526722.000000 Penalty: 5371.663574
	Iteration 16Q: 3 clusters Score -5526722 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5526755.500000 Penalty: 5371.663574
	Iteration 17Q: 3 clusters Score -5526756 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5526790.500000 Penalty: 5371.663574
	Iteration 18Q: 3 clusters Score -5526790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5526796.500000 Penalty: 5371.663574
	Iteration 19Q: 3 clusters Score -5526796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5526812.000000 Penalty: 5371.663574
	Iteration 20F: 3 clusters Score -5526812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5526827.500000 Penalty: 5371.663574
	Iteration 21Q: 3 clusters Score -5526828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5526842.500000 Penalty: 5371.663574
	Iteration 22Q: 3 clusters Score -5526842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5526852.000000 Penalty: 5371.663574
	Iteration 23Q: 3 clusters Score -5526852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5526834.500000 Penalty: 5371.663574
	Iteration 24Q: 3 clusters Score -5526834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5526846.000000 Penalty: 5371.663574
	Iteration 25Q: 3 clusters Score -5526846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5526852.500000 Penalty: 5371.663574
	Iteration 26Q: 3 clusters Score -5526852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5526853.500000 Penalty: 5371.663574
	Iteration 27Q: 3 clusters Score -5526854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5526853.000000 Penalty: 5371.663574
	Iteration 28Q: 3 clusters Score -5526853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5526849.000000 Penalty: 5371.663574
	Iteration 29Q: 3 clusters Score -5526849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5526853.000000 Penalty: 5371.663574
	Iteration 30Q: 3 clusters Score -5526853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5526856.000000 Penalty: 5371.663574
	Iteration 31Q: 3 clusters Score -5526856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5526857.000000 Penalty: 5371.663574
	Iteration 32Q: 3 clusters Score -5526857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5526861.000000 Penalty: 5371.663574
	Iteration 33Q: 3 clusters Score -5526861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5526859.500000 Penalty: 5371.663574
	Iteration 34Q: 3 clusters Score -5526860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5526853.000000 Penalty: 5371.663574
	Iteration 35Q: 3 clusters Score -5526853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5526853.000000 Penalty: 5371.663574
	Iteration 36F: 3 clusters Score -5526853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 18 contains 253143 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 256787 members 
Entering Unmasked Estep 
Score: -88557208.000000 Penalty: 53945.000000
Splitting cluster 5 changes total score from -88554696.000000 to -88557208.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -118928.328125 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -118928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116947.859375 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -116947.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117372.046875 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -117372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117778.140625 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -117778.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118444.867188 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -118444.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118907.265625 Penalty: 3499.862793
	Iteration 4F: 3 clusters Score -118907.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -119117.796875 Penalty: 3499.862793
	Iteration 5F: 3 clusters Score -119117.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -119232.601562 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -119232.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -119306.304688 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -119306.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -119384.367188 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -119384.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -119474.570312 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -119474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -119538.679688 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -119538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -119546.773438 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -119546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -119546.773438 Penalty: 3499.862793
	Iteration 12F: 3 clusters Score -119546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 18 contains 253143 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 256787 members 
Entering Unmasked Estep 
Score: -88556256.000000 Penalty: 57316.562500
Splitting cluster 7 changes total score from -88554696.000000 to -88556256.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -118858.757812 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -118858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116888.156250 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -116888.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117402.937500 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -117402.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117687.445312 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -117687.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117909.710938 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -117909.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118087.703125 Penalty: 3515.850830
	Iteration 4F: 3 clusters Score -118087.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118404.601562 Penalty: 3515.850830
	Iteration 5F: 3 clusters Score -118404.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118960.203125 Penalty: 3515.850830
	Iteration 6F: 3 clusters Score -118960.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119150.906250 Penalty: 3515.850830
	Iteration 7F: 3 clusters Score -119150.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -119270.070312 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -119270.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119346.140625 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -119346.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -119376.312500 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -119376.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -119387.820312 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -119387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119397.687500 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -119397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -119399.828125 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -119399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119402.421875 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -119402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119406.125000 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -119406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119409.296875 Penalty: 3515.850830
	Iteration 16Q: 3 clusters Score -119409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119409.296875 Penalty: 3515.850830
	Iteration 17F: 3 clusters Score -119409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 18 contains 253143 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 256787 members 
Entering Unmasked Estep 
Score: -88555112.000000 Penalty: 60688.125000
Splitting cluster 8 changes total score from -88554696.000000 to -88555112.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 11 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -572698.000000 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -572698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -567985.875000 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -567985.9 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -569175.312500 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -569175.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -569469.875000 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -569469.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -569793.750000 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -569793.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -570218.750000 Penalty: 4265.448242
	Iteration 4F: 3 clusters Score -570218.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -570767.062500 Penalty: 4265.448242
	Iteration 5F: 3 clusters Score -570767.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -571253.562500 Penalty: 4265.448242
	Iteration 6F: 3 clusters Score -571253.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -571672.625000 Penalty: 4265.448242
	Iteration 7F: 3 clusters Score -571672.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -571932.875000 Penalty: 4265.448242
	Iteration 8F: 3 clusters Score -571932.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -572098.125000 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -572098.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -572227.625000 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -572227.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -572356.062500 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -572356.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -572540.937500 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -572540.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -572736.250000 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -572736.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -572948.375000 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -572948.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -573164.000000 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -573164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -573283.000000 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -573283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -573387.312500 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -573387.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -573472.187500 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -573472.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -573542.000000 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -573542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -573578.625000 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -573578.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -573600.875000 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -573600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -573617.750000 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -573617.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -573629.500000 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -573629.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -573637.687500 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -573637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -573645.250000 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -573645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -573646.000000 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -573646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -573647.812500 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -573647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -573650.125000 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -573650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -573650.562500 Penalty: 4265.448242
	Iteration 29Q: 3 clusters Score -573650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -573650.562500 Penalty: 4265.448242
	Iteration 30F: 3 clusters Score -573650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 18 contains 253143 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 256787 members 
Entering Unmasked Estep 
Score: -88555152.000000 Penalty: 64059.687500
Splitting cluster 11 changes total score from -88554696.000000 to -88555152.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -414134.968750 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -414135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -410404.312500 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -410404.3 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -411262.000000 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -411262 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -411575.156250 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -411575.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -411979.437500 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -411979.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -412362.062500 Penalty: 4071.546875
	Iteration 4F: 3 clusters Score -412362.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -412857.375000 Penalty: 4071.546875
	Iteration 5F: 3 clusters Score -412857.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -413529.406250 Penalty: 4071.546875
	Iteration 6F: 3 clusters Score -413529.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -413990.625000 Penalty: 4071.546875
	Iteration 7F: 3 clusters Score -413990.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -414222.281250 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -414222.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -414343.406250 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -414343.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -414393.781250 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -414393.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -414425.281250 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -414425.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -414450.093750 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -414450.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -414465.562500 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -414465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -414475.250000 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -414475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -414478.468750 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -414478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -414479.625000 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -414479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -414479.375000 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -414479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -414479.375000 Penalty: 4071.546875
	Iteration 18F: 3 clusters Score -414479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 849 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 18 contains 253143 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 256787 members 
Entering Unmasked Estep 
Score: -88553960.000000 Penalty: 67431.250000
Splitting cluster 12 changes total score from -88554696.000000 to -88553960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (18964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Entering Unmasked Estep 
Score: -2153784.000000 Penalty: 2442.873779
	Iteration 0F: 2 clusters Score -2153784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2140354.500000 Penalty: 4885.747559
	Iteration 0F: 3 clusters Score -2140354 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2144838.500000 Penalty: 4885.747559
	Iteration 1F: 3 clusters Score -2144838 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2145269.000000 Penalty: 4885.747559
	Iteration 2F: 3 clusters Score -2145269 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2145743.750000 Penalty: 4885.747559
	Iteration 3Q: 3 clusters Score -2145744 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2146406.250000 Penalty: 4885.747559
	Iteration 4F: 3 clusters Score -2146406 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2147309.750000 Penalty: 4885.747559
	Iteration 5F: 3 clusters Score -2147310 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2148308.250000 Penalty: 4885.747559
	Iteration 6F: 3 clusters Score -2148308 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2149278.000000 Penalty: 4885.747559
	Iteration 7F: 3 clusters Score -2149278 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2150093.250000 Penalty: 4885.747559
	Iteration 8F: 3 clusters Score -2150093 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2150706.250000 Penalty: 4885.747559
	Iteration 9Q: 3 clusters Score -2150706 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2151086.000000 Penalty: 4885.747559
	Iteration 10Q: 3 clusters Score -2151086 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2151301.500000 Penalty: 4885.747559
	Iteration 11Q: 3 clusters Score -2151302 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2151467.500000 Penalty: 4885.747559
	Iteration 12Q: 3 clusters Score -2151468 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2151601.500000 Penalty: 4885.747559
	Iteration 13Q: 3 clusters Score -2151602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2151699.500000 Penalty: 4885.747559
	Iteration 14Q: 3 clusters Score -2151700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2151791.750000 Penalty: 4885.747559
	Iteration 15Q: 3 clusters Score -2151792 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2151870.750000 Penalty: 4885.747559
	Iteration 16Q: 3 clusters Score -2151871 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2151932.750000 Penalty: 4885.747559
	Iteration 17Q: 3 clusters Score -2151933 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2151982.000000 Penalty: 4885.747559
	Iteration 18Q: 3 clusters Score -2151982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2152041.250000 Penalty: 4885.747559
	Iteration 19Q: 3 clusters Score -2152041 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2152108.000000 Penalty: 4885.747559
	Iteration 20F: 3 clusters Score -2152108 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2152161.000000 Penalty: 4885.747559
	Iteration 21Q: 3 clusters Score -2152161 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2152230.750000 Penalty: 4885.747559
	Iteration 22Q: 3 clusters Score -2152231 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2152293.250000 Penalty: 4885.747559
	Iteration 23Q: 3 clusters Score -2152293 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2152364.000000 Penalty: 4885.747559
	Iteration 24Q: 3 clusters Score -2152364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2152419.500000 Penalty: 4885.747559
	Iteration 25Q: 3 clusters Score -2152420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2152475.500000 Penalty: 4885.747559
	Iteration 26Q: 3 clusters Score -2152476 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2152546.750000 Penalty: 4885.747559
	Iteration 27Q: 3 clusters Score -2152547 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2152591.000000 Penalty: 4885.747559
	Iteration 28Q: 3 clusters Score -2152591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2152639.500000 Penalty: 4885.747559
	Iteration 29Q: 3 clusters Score -2152640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2152670.750000 Penalty: 4885.747559
	Iteration 30Q: 3 clusters Score -2152671 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2152706.000000 Penalty: 4885.747559
	Iteration 31Q: 3 clusters Score -2152706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2152722.750000 Penalty: 4885.747559
	Iteration 32Q: 3 clusters Score -2152723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2152741.250000 Penalty: 4885.747559
	Iteration 33Q: 3 clusters Score -2152741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2152774.750000 Penalty: 4885.747559
	Iteration 34Q: 3 clusters Score -2152775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2152789.500000 Penalty: 4885.747559
	Iteration 35Q: 3 clusters Score -2152790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2152805.750000 Penalty: 4885.747559
	Iteration 36Q: 3 clusters Score -2152806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2152811.500000 Penalty: 4885.747559
	Iteration 37Q: 3 clusters Score -2152812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2152823.000000 Penalty: 4885.747559
	Iteration 38Q: 3 clusters Score -2152823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2152838.000000 Penalty: 4885.747559
	Iteration 39Q: 3 clusters Score -2152838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2152857.750000 Penalty: 4885.747559
	Iteration 40F: 3 clusters Score -2152858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2152866.750000 Penalty: 4885.747559
	Iteration 41Q: 3 clusters Score -2152867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2152888.750000 Penalty: 4885.747559
	Iteration 42Q: 3 clusters Score -2152889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2152904.000000 Penalty: 4885.747559
	Iteration 43Q: 3 clusters Score -2152904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2152914.750000 Penalty: 4885.747559
	Iteration 44Q: 3 clusters Score -2152915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2152928.250000 Penalty: 4885.747559
	Iteration 45Q: 3 clusters Score -2152928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2152940.500000 Penalty: 4885.747559
	Iteration 46Q: 3 clusters Score -2152940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2152947.250000 Penalty: 4885.747559
	Iteration 47Q: 3 clusters Score -2152947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2152951.750000 Penalty: 4885.747559
	Iteration 48Q: 3 clusters Score -2152952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2152956.250000 Penalty: 4885.747559
	Iteration 49Q: 3 clusters Score -2152956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2152957.500000 Penalty: 4885.747559
	Iteration 50Q: 3 clusters Score -2152958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2152964.250000 Penalty: 4885.747559
	Iteration 51Q: 3 clusters Score -2152964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2152967.750000 Penalty: 4885.747559
	Iteration 52Q: 3 clusters Score -2152968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2152973.500000 Penalty: 4885.747559
	Iteration 53Q: 3 clusters Score -2152974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2152973.250000 Penalty: 4885.747559
	Iteration 54Q: 3 clusters Score -2152973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2152979.750000 Penalty: 4885.747559
	Iteration 55Q: 3 clusters Score -2152980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2152979.250000 Penalty: 4885.747559
	Iteration 56Q: 3 clusters Score -2152979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2152981.000000 Penalty: 4885.747559
	Iteration 57Q: 3 clusters Score -2152981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2152980.500000 Penalty: 4885.747559
	Iteration 58Q: 3 clusters Score -2152980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2152980.000000 Penalty: 4885.747559
	Iteration 59Q: 3 clusters Score -2152980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2152980.000000 Penalty: 4885.747559
	Iteration 60F: 3 clusters Score -2152980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Entering Unmasked Estep 
Score: -2106746.500000 Penalty: 2434.752197
	Iteration 0F: 2 clusters Score -2106746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2093748.250000 Penalty: 4869.504395
	Iteration 0F: 3 clusters Score -2093748 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2097945.500000 Penalty: 4869.504395
	Iteration 1F: 3 clusters Score -2097946 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2098274.250000 Penalty: 4869.504395
	Iteration 2Q: 3 clusters Score -2098274 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2098519.750000 Penalty: 4869.504395
	Iteration 3Q: 3 clusters Score -2098520 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2098718.250000 Penalty: 4869.504395
	Iteration 4Q: 3 clusters Score -2098718 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2098863.250000 Penalty: 4869.504395
	Iteration 5Q: 3 clusters Score -2098863 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2098985.750000 Penalty: 4869.504395
	Iteration 6Q: 3 clusters Score -2098986 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2099109.750000 Penalty: 4869.504395
	Iteration 7Q: 3 clusters Score -2099110 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2099228.250000 Penalty: 4869.504395
	Iteration 8Q: 3 clusters Score -2099228 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2099369.750000 Penalty: 4869.504395
	Iteration 9Q: 3 clusters Score -2099370 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2099547.750000 Penalty: 4869.504395
	Iteration 10Q: 3 clusters Score -2099548 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2099798.750000 Penalty: 4869.504395
	Iteration 11Q: 3 clusters Score -2099799 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2100153.000000 Penalty: 4869.504395
	Iteration 12Q: 3 clusters Score -2100153 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2100632.750000 Penalty: 4869.504395
	Iteration 13Q: 3 clusters Score -2100633 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2101255.500000 Penalty: 4869.504395
	Iteration 14F: 3 clusters Score -2101256 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2102039.500000 Penalty: 4869.504395
	Iteration 15F: 3 clusters Score -2102040 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2102873.250000 Penalty: 4869.504395
	Iteration 16F: 3 clusters Score -2102873 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2103502.750000 Penalty: 4869.504395
	Iteration 17Q: 3 clusters Score -2103503 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2103920.000000 Penalty: 4869.504395
	Iteration 18Q: 3 clusters Score -2103920 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2104191.500000 Penalty: 4869.504395
	Iteration 19Q: 3 clusters Score -2104192 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2104370.500000 Penalty: 4869.504395
	Iteration 20F: 3 clusters Score -2104370 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2104467.250000 Penalty: 4869.504395
	Iteration 21Q: 3 clusters Score -2104467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2104530.000000 Penalty: 4869.504395
	Iteration 22Q: 3 clusters Score -2104530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2104574.750000 Penalty: 4869.504395
	Iteration 23Q: 3 clusters Score -2104575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2104611.000000 Penalty: 4869.504395
	Iteration 24Q: 3 clusters Score -2104611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2104626.500000 Penalty: 4869.504395
	Iteration 25Q: 3 clusters Score -2104626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2104637.750000 Penalty: 4869.504395
	Iteration 26Q: 3 clusters Score -2104638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2104653.000000 Penalty: 4869.504395
	Iteration 27Q: 3 clusters Score -2104653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2104655.750000 Penalty: 4869.504395
	Iteration 28Q: 3 clusters Score -2104656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2104660.000000 Penalty: 4869.504395
	Iteration 29Q: 3 clusters Score -2104660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2104660.250000 Penalty: 4869.504395
	Iteration 30Q: 3 clusters Score -2104660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2104664.000000 Penalty: 4869.504395
	Iteration 31Q: 3 clusters Score -2104664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2104675.250000 Penalty: 4869.504395
	Iteration 32Q: 3 clusters Score -2104675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2104676.000000 Penalty: 4869.504395
	Iteration 33Q: 3 clusters Score -2104676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2104684.500000 Penalty: 4869.504395
	Iteration 34Q: 3 clusters Score -2104684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2104689.750000 Penalty: 4869.504395
	Iteration 35Q: 3 clusters Score -2104690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2104692.750000 Penalty: 4869.504395
	Iteration 36Q: 3 clusters Score -2104693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2104694.500000 Penalty: 4869.504395
	Iteration 37Q: 3 clusters Score -2104694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2104696.500000 Penalty: 4869.504395
	Iteration 38Q: 3 clusters Score -2104696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2104697.500000 Penalty: 4869.504395
	Iteration 39Q: 3 clusters Score -2104698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2104699.000000 Penalty: 4869.504395
	Iteration 40F: 3 clusters Score -2104699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2104698.000000 Penalty: 4869.504395
	Iteration 41Q: 3 clusters Score -2104698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2104698.500000 Penalty: 4869.504395
	Iteration 42Q: 3 clusters Score -2104698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2104701.500000 Penalty: 4869.504395
	Iteration 43Q: 3 clusters Score -2104702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2104703.250000 Penalty: 4869.504395
	Iteration 44Q: 3 clusters Score -2104703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2104707.250000 Penalty: 4869.504395
	Iteration 45Q: 3 clusters Score -2104707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2104707.500000 Penalty: 4869.504395
	Iteration 46Q: 3 clusters Score -2104708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2104710.500000 Penalty: 4869.504395
	Iteration 47Q: 3 clusters Score -2104710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2104707.750000 Penalty: 4869.504395
	Iteration 48Q: 3 clusters Score -2104708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2104707.750000 Penalty: 4869.504395
	Iteration 49F: 3 clusters Score -2104708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253143 members 
Entering Unmasked Estep 
Score: -28353870.000000 Penalty: 3085.543945
	Iteration 0F: 2 clusters Score -2.835387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 126708 members 
Entering Unmasked Estep 
Score: -28201236.000000 Penalty: 6171.087891
	Iteration 0F: 3 clusters Score -2.820124e+07 nChanged 122379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124316 members 
Mstep: Class 2 contains 128827 members 
Entering Unmasked Estep 
Score: -28273284.000000 Penalty: 6171.087891
	Iteration 1F: 3 clusters Score -2.827328e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -28274994.000000 Penalty: 6171.087891
	Iteration 2Q: 3 clusters Score -2.827499e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -28276952.000000 Penalty: 6171.087891
	Iteration 3Q: 3 clusters Score -2.827695e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 133577 members 
Entering Unmasked Estep 
Score: -28280080.000000 Penalty: 6171.087891
	Iteration 4Q: 3 clusters Score -2.828008e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117150 members 
Mstep: Class 2 contains 135993 members 
Entering Unmasked Estep 
Score: -28284428.000000 Penalty: 6171.087891
	Iteration 5Q: 3 clusters Score -2.828443e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 138542 members 
Entering Unmasked Estep 
Score: -28289794.000000 Penalty: 6171.087891
	Iteration 6Q: 3 clusters Score -2.828979e+07 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 141011 members 
Entering Unmasked Estep 
Score: -28297226.000000 Penalty: 6171.087891
	Iteration 7F: 3 clusters Score -2.829723e+07 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 142730 members 
Entering Unmasked Estep 
Score: -28307254.000000 Penalty: 6171.087891
	Iteration 8F: 3 clusters Score -2.830725e+07 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 143273 members 
Entering Unmasked Estep 
Score: -28317900.000000 Penalty: 6171.087891
	Iteration 9F: 3 clusters Score -2.83179e+07 nChanged 15221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -28327388.000000 Penalty: 6171.087891
	Iteration 10F: 3 clusters Score -2.832739e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 141393 members 
Entering Unmasked Estep 
Score: -28332556.000000 Penalty: 6171.087891
	Iteration 11Q: 3 clusters Score -2.833256e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 140190 members 
Entering Unmasked Estep 
Score: -28335234.000000 Penalty: 6171.087891
	Iteration 12Q: 3 clusters Score -2.833523e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114040 members 
Mstep: Class 2 contains 139103 members 
Entering Unmasked Estep 
Score: -28336624.000000 Penalty: 6171.087891
	Iteration 13Q: 3 clusters Score -2.833662e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115051 members 
Mstep: Class 2 contains 138092 members 
Entering Unmasked Estep 
Score: -28337638.000000 Penalty: 6171.087891
	Iteration 14Q: 3 clusters Score -2.833764e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 136973 members 
Entering Unmasked Estep 
Score: -28338612.000000 Penalty: 6171.087891
	Iteration 15Q: 3 clusters Score -2.833861e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -28339522.000000 Penalty: 6171.087891
	Iteration 16Q: 3 clusters Score -2.833952e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118686 members 
Mstep: Class 2 contains 134457 members 
Entering Unmasked Estep 
Score: -28340506.000000 Penalty: 6171.087891
	Iteration 17Q: 3 clusters Score -2.834051e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 133130 members 
Entering Unmasked Estep 
Score: -28341560.000000 Penalty: 6171.087891
	Iteration 18Q: 3 clusters Score -2.834156e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121417 members 
Mstep: Class 2 contains 131726 members 
Entering Unmasked Estep 
Score: -28342636.000000 Penalty: 6171.087891
	Iteration 19Q: 3 clusters Score -2.834264e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122797 members 
Mstep: Class 2 contains 130346 members 
Entering Unmasked Estep 
Score: -28343814.000000 Penalty: 6171.087891
	Iteration 20F: 3 clusters Score -2.834381e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 128859 members 
Entering Unmasked Estep 
Score: -28344866.000000 Penalty: 6171.087891
	Iteration 21Q: 3 clusters Score -2.834487e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125778 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -28345802.000000 Penalty: 6171.087891
	Iteration 22Q: 3 clusters Score -2.83458e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -28346646.000000 Penalty: 6171.087891
	Iteration 23Q: 3 clusters Score -2.834665e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -28347316.000000 Penalty: 6171.087891
	Iteration 24Q: 3 clusters Score -2.834732e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130264 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -28347920.000000 Penalty: 6171.087891
	Iteration 25Q: 3 clusters Score -2.834792e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131765 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -28348388.000000 Penalty: 6171.087891
	Iteration 26Q: 3 clusters Score -2.834839e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133198 members 
Mstep: Class 2 contains 119945 members 
Entering Unmasked Estep 
Score: -28348760.000000 Penalty: 6171.087891
	Iteration 27Q: 3 clusters Score -2.834876e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134587 members 
Mstep: Class 2 contains 118556 members 
Entering Unmasked Estep 
Score: -28349098.000000 Penalty: 6171.087891
	Iteration 28Q: 3 clusters Score -2.83491e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135950 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -28349442.000000 Penalty: 6171.087891
	Iteration 29Q: 3 clusters Score -2.834944e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137323 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -28349854.000000 Penalty: 6171.087891
	Iteration 30Q: 3 clusters Score -2.834985e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -28350072.000000 Penalty: 6171.087891
	Iteration 31Q: 3 clusters Score -2.835007e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -28350316.000000 Penalty: 6171.087891
	Iteration 32Q: 3 clusters Score -2.835032e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141398 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -28350338.000000 Penalty: 6171.087891
	Iteration 33Q: 3 clusters Score -2.835034e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142709 members 
Mstep: Class 2 contains 110434 members 
Entering Unmasked Estep 
Score: -28350340.000000 Penalty: 6171.087891
	Iteration 34Q: 3 clusters Score -2.835034e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144045 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -28350450.000000 Penalty: 6171.087891
	Iteration 35Q: 3 clusters Score -2.835045e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145477 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -28350636.000000 Penalty: 6171.087891
	Iteration 36Q: 3 clusters Score -2.835064e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146922 members 
Mstep: Class 2 contains 106221 members 
Entering Unmasked Estep 
Score: -28350872.000000 Penalty: 6171.087891
	Iteration 37Q: 3 clusters Score -2.835087e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 104765 members 
Entering Unmasked Estep 
Score: -28350910.000000 Penalty: 6171.087891
	Iteration 38Q: 3 clusters Score -2.835091e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -28351078.000000 Penalty: 6171.087891
	Iteration 39Q: 3 clusters Score -2.835108e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -28351318.000000 Penalty: 6171.087891
	Iteration 40F: 3 clusters Score -2.835132e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -28351476.000000 Penalty: 6171.087891
	Iteration 41Q: 3 clusters Score -2.835148e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -28351712.000000 Penalty: 6171.087891
	Iteration 42Q: 3 clusters Score -2.835171e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -28351852.000000 Penalty: 6171.087891
	Iteration 43Q: 3 clusters Score -2.835185e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -28352034.000000 Penalty: 6171.087891
	Iteration 44Q: 3 clusters Score -2.835203e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -28352166.000000 Penalty: 6171.087891
	Iteration 45Q: 3 clusters Score -2.835217e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161163 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -28352292.000000 Penalty: 6171.087891
	Iteration 46Q: 3 clusters Score -2.835229e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -28352412.000000 Penalty: 6171.087891
	Iteration 47Q: 3 clusters Score -2.835241e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -28352492.000000 Penalty: 6171.087891
	Iteration 48Q: 3 clusters Score -2.835249e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -28352584.000000 Penalty: 6171.087891
	Iteration 49Q: 3 clusters Score -2.835258e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -28352678.000000 Penalty: 6171.087891
	Iteration 50Q: 3 clusters Score -2.835268e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168971 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -28352764.000000 Penalty: 6171.087891
	Iteration 51Q: 3 clusters Score -2.835276e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170493 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -28352780.000000 Penalty: 6171.087891
	Iteration 52Q: 3 clusters Score -2.835278e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172068 members 
Mstep: Class 2 contains 81075 members 
Entering Unmasked Estep 
Score: -28352964.000000 Penalty: 6171.087891
	Iteration 53Q: 3 clusters Score -2.835296e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -28353150.000000 Penalty: 6171.087891
	Iteration 54Q: 3 clusters Score -2.835315e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175352 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -28353254.000000 Penalty: 6171.087891
	Iteration 55Q: 3 clusters Score -2.835325e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177082 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -28353366.000000 Penalty: 6171.087891
	Iteration 56Q: 3 clusters Score -2.835337e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178833 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -28353412.000000 Penalty: 6171.087891
	Iteration 57Q: 3 clusters Score -2.835341e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180655 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -28353632.000000 Penalty: 6171.087891
	Iteration 58Q: 3 clusters Score -2.835363e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182468 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -28353892.000000 Penalty: 6171.087891
	Iteration 59Q: 3 clusters Score -2.835389e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184277 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -28354212.000000 Penalty: 6171.087891
	Iteration 60F: 3 clusters Score -2.835421e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186017 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -28354390.000000 Penalty: 6171.087891
	Iteration 61Q: 3 clusters Score -2.835439e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187835 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -28354702.000000 Penalty: 6171.087891
	Iteration 62Q: 3 clusters Score -2.83547e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189657 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -28354954.000000 Penalty: 6171.087891
	Iteration 63Q: 3 clusters Score -2.835495e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -28355194.000000 Penalty: 6171.087891
	Iteration 64Q: 3 clusters Score -2.835519e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193352 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -28355314.000000 Penalty: 6171.087891
	Iteration 65Q: 3 clusters Score -2.835531e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195244 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -28355590.000000 Penalty: 6171.087891
	Iteration 66Q: 3 clusters Score -2.835559e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197068 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -28355718.000000 Penalty: 6171.087891
	Iteration 67Q: 3 clusters Score -2.835572e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198801 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -28355814.000000 Penalty: 6171.087891
	Iteration 68Q: 3 clusters Score -2.835581e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200494 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -28356020.000000 Penalty: 6171.087891
	Iteration 69Q: 3 clusters Score -2.835602e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202066 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -28356018.000000 Penalty: 6171.087891
	Iteration 70Q: 3 clusters Score -2.835602e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203611 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -28356238.000000 Penalty: 6171.087891
	Iteration 71Q: 3 clusters Score -2.835624e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205166 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -28356374.000000 Penalty: 6171.087891
	Iteration 72Q: 3 clusters Score -2.835637e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206680 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -28356684.000000 Penalty: 6171.087891
	Iteration 73Q: 3 clusters Score -2.835668e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208108 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -28357028.000000 Penalty: 6171.087891
	Iteration 74Q: 3 clusters Score -2.835703e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209521 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -28357186.000000 Penalty: 6171.087891
	Iteration 75Q: 3 clusters Score -2.835719e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210934 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -28357348.000000 Penalty: 6171.087891
	Iteration 76Q: 3 clusters Score -2.835735e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212405 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -28357688.000000 Penalty: 6171.087891
	Iteration 77Q: 3 clusters Score -2.835769e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213873 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -28357996.000000 Penalty: 6171.087891
	Iteration 78Q: 3 clusters Score -2.8358e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215308 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -28358260.000000 Penalty: 6171.087891
	Iteration 79Q: 3 clusters Score -2.835826e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216684 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -28358510.000000 Penalty: 6171.087891
	Iteration 80F: 3 clusters Score -2.835851e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218027 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -28358668.000000 Penalty: 6171.087891
	Iteration 81Q: 3 clusters Score -2.835867e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219334 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -28358980.000000 Penalty: 6171.087891
	Iteration 82Q: 3 clusters Score -2.835898e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220596 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -28359142.000000 Penalty: 6171.087891
	Iteration 83Q: 3 clusters Score -2.835914e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221809 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -28359156.000000 Penalty: 6171.087891
	Iteration 84Q: 3 clusters Score -2.835916e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222897 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -28359080.000000 Penalty: 6171.087891
	Iteration 85Q: 3 clusters Score -2.835908e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223962 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -28358954.000000 Penalty: 6171.087891
	Iteration 86Q: 3 clusters Score -2.835895e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224979 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -28358838.000000 Penalty: 6171.087891
	Iteration 87Q: 3 clusters Score -2.835884e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225899 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -28358680.000000 Penalty: 6171.087891
	Iteration 88Q: 3 clusters Score -2.835868e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226840 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -28358626.000000 Penalty: 6171.087891
	Iteration 89Q: 3 clusters Score -2.835863e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227782 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -28358532.000000 Penalty: 6171.087891
	Iteration 90Q: 3 clusters Score -2.835853e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228709 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -28358358.000000 Penalty: 6171.087891
	Iteration 91Q: 3 clusters Score -2.835836e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229586 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -28358300.000000 Penalty: 6171.087891
	Iteration 92Q: 3 clusters Score -2.83583e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230430 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -28358206.000000 Penalty: 6171.087891
	Iteration 93Q: 3 clusters Score -2.835821e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231300 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -28357996.000000 Penalty: 6171.087891
	Iteration 94Q: 3 clusters Score -2.8358e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232135 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -28357738.000000 Penalty: 6171.087891
	Iteration 95Q: 3 clusters Score -2.835774e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232976 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -28357596.000000 Penalty: 6171.087891
	Iteration 96Q: 3 clusters Score -2.83576e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233797 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -28357430.000000 Penalty: 6171.087891
	Iteration 97Q: 3 clusters Score -2.835743e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234628 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -28357302.000000 Penalty: 6171.087891
	Iteration 98Q: 3 clusters Score -2.83573e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235411 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -28357098.000000 Penalty: 6171.087891
	Iteration 99Q: 3 clusters Score -2.83571e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236208 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -28356918.000000 Penalty: 6171.087891
	Iteration 100F: 3 clusters Score -2.835692e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236938 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -28356726.000000 Penalty: 6171.087891
	Iteration 101Q: 3 clusters Score -2.835673e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237644 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -28356706.000000 Penalty: 6171.087891
	Iteration 102Q: 3 clusters Score -2.835671e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238311 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -28356590.000000 Penalty: 6171.087891
	Iteration 103Q: 3 clusters Score -2.835659e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238982 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -28356412.000000 Penalty: 6171.087891
	Iteration 104Q: 3 clusters Score -2.835641e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239557 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -28356292.000000 Penalty: 6171.087891
	Iteration 105Q: 3 clusters Score -2.835629e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240095 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -28356102.000000 Penalty: 6171.087891
	Iteration 106Q: 3 clusters Score -2.83561e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240593 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -28355914.000000 Penalty: 6171.087891
	Iteration 107Q: 3 clusters Score -2.835591e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241090 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -28355838.000000 Penalty: 6171.087891
	Iteration 108Q: 3 clusters Score -2.835584e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241611 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -28355774.000000 Penalty: 6171.087891
	Iteration 109Q: 3 clusters Score -2.835577e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242143 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -28355584.000000 Penalty: 6171.087891
	Iteration 110Q: 3 clusters Score -2.835558e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242683 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -28355504.000000 Penalty: 6171.087891
	Iteration 111Q: 3 clusters Score -2.83555e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243201 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -28355434.000000 Penalty: 6171.087891
	Iteration 112Q: 3 clusters Score -2.835543e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243663 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -28355302.000000 Penalty: 6171.087891
	Iteration 113Q: 3 clusters Score -2.83553e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244131 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -28355208.000000 Penalty: 6171.087891
	Iteration 114Q: 3 clusters Score -2.835521e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244580 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -28355214.000000 Penalty: 6171.087891
	Iteration 115Q: 3 clusters Score -2.835521e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245012 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -28355078.000000 Penalty: 6171.087891
	Iteration 116Q: 3 clusters Score -2.835508e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245400 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -28355008.000000 Penalty: 6171.087891
	Iteration 117Q: 3 clusters Score -2.835501e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245777 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -28354984.000000 Penalty: 6171.087891
	Iteration 118Q: 3 clusters Score -2.835498e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246138 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -28354900.000000 Penalty: 6171.087891
	Iteration 119Q: 3 clusters Score -2.83549e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246458 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -28354834.000000 Penalty: 6171.087891
	Iteration 120F: 3 clusters Score -2.835483e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246771 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -28354876.000000 Penalty: 6171.087891
	Iteration 121Q: 3 clusters Score -2.835488e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247071 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -28354882.000000 Penalty: 6171.087891
	Iteration 122Q: 3 clusters Score -2.835488e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247328 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -28354852.000000 Penalty: 6171.087891
	Iteration 123Q: 3 clusters Score -2.835485e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247574 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -28354792.000000 Penalty: 6171.087891
	Iteration 124Q: 3 clusters Score -2.835479e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247779 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -28354742.000000 Penalty: 6171.087891
	Iteration 125Q: 3 clusters Score -2.835474e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247965 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -28354746.000000 Penalty: 6171.087891
	Iteration 126Q: 3 clusters Score -2.835475e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248138 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -28354676.000000 Penalty: 6171.087891
	Iteration 127Q: 3 clusters Score -2.835468e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248275 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -28354668.000000 Penalty: 6171.087891
	Iteration 128Q: 3 clusters Score -2.835467e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248389 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -28354620.000000 Penalty: 6171.087891
	Iteration 129Q: 3 clusters Score -2.835462e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248480 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -28354592.000000 Penalty: 6171.087891
	Iteration 130Q: 3 clusters Score -2.835459e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248581 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -28354548.000000 Penalty: 6171.087891
	Iteration 131Q: 3 clusters Score -2.835455e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248674 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -28354552.000000 Penalty: 6171.087891
	Iteration 132Q: 3 clusters Score -2.835455e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248769 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -28354522.000000 Penalty: 6171.087891
	Iteration 133Q: 3 clusters Score -2.835452e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248871 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -28354458.000000 Penalty: 6171.087891
	Iteration 134Q: 3 clusters Score -2.835446e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248958 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -28354436.000000 Penalty: 6171.087891
	Iteration 135Q: 3 clusters Score -2.835444e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249031 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -28354424.000000 Penalty: 6171.087891
	Iteration 136Q: 3 clusters Score -2.835442e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249108 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -28354426.000000 Penalty: 6171.087891
	Iteration 137Q: 3 clusters Score -2.835443e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249179 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -28354408.000000 Penalty: 6171.087891
	Iteration 138Q: 3 clusters Score -2.835441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249247 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -28354432.000000 Penalty: 6171.087891
	Iteration 139Q: 3 clusters Score -2.835443e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249321 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -28354418.000000 Penalty: 6171.087891
	Iteration 140F: 3 clusters Score -2.835442e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249387 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -28354364.000000 Penalty: 6171.087891
	Iteration 141Q: 3 clusters Score -2.835436e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249461 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -28354362.000000 Penalty: 6171.087891
	Iteration 142Q: 3 clusters Score -2.835436e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249525 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -28354380.000000 Penalty: 6171.087891
	Iteration 143Q: 3 clusters Score -2.835438e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249589 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -28354364.000000 Penalty: 6171.087891
	Iteration 144Q: 3 clusters Score -2.835436e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249638 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -28354318.000000 Penalty: 6171.087891
	Iteration 145Q: 3 clusters Score -2.835432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249690 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -28354304.000000 Penalty: 6171.087891
	Iteration 146Q: 3 clusters Score -2.83543e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249730 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -28354276.000000 Penalty: 6171.087891
	Iteration 147Q: 3 clusters Score -2.835428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249776 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -28354274.000000 Penalty: 6171.087891
	Iteration 148Q: 3 clusters Score -2.835427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249801 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -28354240.000000 Penalty: 6171.087891
	Iteration 149Q: 3 clusters Score -2.835424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249815 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -28354220.000000 Penalty: 6171.087891
	Iteration 150Q: 3 clusters Score -2.835422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249829 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -28354208.000000 Penalty: 6171.087891
	Iteration 151Q: 3 clusters Score -2.835421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249835 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -28354224.000000 Penalty: 6171.087891
	Iteration 152Q: 3 clusters Score -2.835422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249840 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -28354206.000000 Penalty: 6171.087891
	Iteration 153Q: 3 clusters Score -2.835421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249843 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -28354220.000000 Penalty: 6171.087891
	Iteration 154Q: 3 clusters Score -2.835422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249851 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -28354232.000000 Penalty: 6171.087891
	Iteration 155Q: 3 clusters Score -2.835423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249857 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -28354224.000000 Penalty: 6171.087891
	Iteration 156Q: 3 clusters Score -2.835422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249861 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -28354240.000000 Penalty: 6171.087891
	Iteration 157Q: 3 clusters Score -2.835424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249864 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -28354216.000000 Penalty: 6171.087891
	Iteration 158Q: 3 clusters Score -2.835422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249868 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -28354222.000000 Penalty: 6171.087891
	Iteration 159Q: 3 clusters Score -2.835422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249870 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -28354224.000000 Penalty: 6171.087891
	Iteration 160F: 3 clusters Score -2.835422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249872 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -28354214.000000 Penalty: 6171.087891
	Iteration 161Q: 3 clusters Score -2.835421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249872 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -28354220.000000 Penalty: 6171.087891
	Iteration 162Q: 3 clusters Score -2.835422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249873 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -28354218.000000 Penalty: 6171.087891
	Iteration 163Q: 3 clusters Score -2.835422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249877 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -28354210.000000 Penalty: 6171.087891
	Iteration 164Q: 3 clusters Score -2.835421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249884 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -28354204.000000 Penalty: 6171.087891
	Iteration 165Q: 3 clusters Score -2.83542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249896 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -28354204.000000 Penalty: 6171.087891
	Iteration 166Q: 3 clusters Score -2.83542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249907 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -28354170.000000 Penalty: 6171.087891
	Iteration 167Q: 3 clusters Score -2.835417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249912 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -28354166.000000 Penalty: 6171.087891
	Iteration 168Q: 3 clusters Score -2.835417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249919 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -28354164.000000 Penalty: 6171.087891
	Iteration 169Q: 3 clusters Score -2.835416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249928 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -28354184.000000 Penalty: 6171.087891
	Iteration 170Q: 3 clusters Score -2.835418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249933 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -28354194.000000 Penalty: 6171.087891
	Iteration 171Q: 3 clusters Score -2.835419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249939 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -28354186.000000 Penalty: 6171.087891
	Iteration 172Q: 3 clusters Score -2.835419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249945 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -28354202.000000 Penalty: 6171.087891
	Iteration 173Q: 3 clusters Score -2.83542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249952 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -28354176.000000 Penalty: 6171.087891
	Iteration 174Q: 3 clusters Score -2.835418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249956 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -28354180.000000 Penalty: 6171.087891
	Iteration 175Q: 3 clusters Score -2.835418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249958 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -28354174.000000 Penalty: 6171.087891
	Iteration 176Q: 3 clusters Score -2.835417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249962 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -28354156.000000 Penalty: 6171.087891
	Iteration 177Q: 3 clusters Score -2.835416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249964 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -28354176.000000 Penalty: 6171.087891
	Iteration 178Q: 3 clusters Score -2.835418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249968 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -28354154.000000 Penalty: 6171.087891
	Iteration 179Q: 3 clusters Score -2.835415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249971 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -28354162.000000 Penalty: 6171.087891
	Iteration 180F: 3 clusters Score -2.835416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249971 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -28354174.000000 Penalty: 6171.087891
	Iteration 181Q: 3 clusters Score -2.835417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249974 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -28354162.000000 Penalty: 6171.087891
	Iteration 182Q: 3 clusters Score -2.835416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249981 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -28354198.000000 Penalty: 6171.087891
	Iteration 183Q: 3 clusters Score -2.83542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249989 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -28354178.000000 Penalty: 6171.087891
	Iteration 184Q: 3 clusters Score -2.835418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249994 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -28354164.000000 Penalty: 6171.087891
	Iteration 185Q: 3 clusters Score -2.835416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249995 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -28354164.000000 Penalty: 6171.087891
	Iteration 186Q: 3 clusters Score -2.835416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250001 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -28354174.000000 Penalty: 6171.087891
	Iteration 187Q: 3 clusters Score -2.835417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250003 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -28354192.000000 Penalty: 6171.087891
	Iteration 188Q: 3 clusters Score -2.835419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250005 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -28354190.000000 Penalty: 6171.087891
	Iteration 189Q: 3 clusters Score -2.835419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250010 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -28354172.000000 Penalty: 6171.087891
	Iteration 190Q: 3 clusters Score -2.835417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250015 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -28354172.000000 Penalty: 6171.087891
	Iteration 191Q: 3 clusters Score -2.835417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250025 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -28354184.000000 Penalty: 6171.087891
	Iteration 192Q: 3 clusters Score -2.835418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250038 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -28354188.000000 Penalty: 6171.087891
	Iteration 193Q: 3 clusters Score -2.835419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250050 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -28354194.000000 Penalty: 6171.087891
	Iteration 194Q: 3 clusters Score -2.835419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250064 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -28354204.000000 Penalty: 6171.087891
	Iteration 195Q: 3 clusters Score -2.83542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250088 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -28354160.000000 Penalty: 6171.087891
	Iteration 196Q: 3 clusters Score -2.835416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250098 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -28354168.000000 Penalty: 6171.087891
	Iteration 197Q: 3 clusters Score -2.835417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250113 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -28354166.000000 Penalty: 6171.087891
	Iteration 198Q: 3 clusters Score -2.835417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250128 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -28354126.000000 Penalty: 6171.087891
	Iteration 199Q: 3 clusters Score -2.835413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250149 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -28354114.000000 Penalty: 6171.087891
	Iteration 200F: 3 clusters Score -2.835411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250168 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -28354146.000000 Penalty: 6171.087891
	Iteration 201Q: 3 clusters Score -2.835415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250185 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -28354138.000000 Penalty: 6171.087891
	Iteration 202Q: 3 clusters Score -2.835414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250195 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -28354154.000000 Penalty: 6171.087891
	Iteration 203Q: 3 clusters Score -2.835415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250210 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -28354146.000000 Penalty: 6171.087891
	Iteration 204Q: 3 clusters Score -2.835415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250229 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -28354108.000000 Penalty: 6171.087891
	Iteration 205Q: 3 clusters Score -2.835411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250244 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -28354134.000000 Penalty: 6171.087891
	Iteration 206Q: 3 clusters Score -2.835413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250262 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -28354104.000000 Penalty: 6171.087891
	Iteration 207Q: 3 clusters Score -2.83541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250272 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -28354120.000000 Penalty: 6171.087891
	Iteration 208Q: 3 clusters Score -2.835412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250282 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -28354100.000000 Penalty: 6171.087891
	Iteration 209Q: 3 clusters Score -2.83541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250291 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -28354092.000000 Penalty: 6171.087891
	Iteration 210Q: 3 clusters Score -2.835409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250294 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -28354076.000000 Penalty: 6171.087891
	Iteration 211Q: 3 clusters Score -2.835408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250298 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -28354070.000000 Penalty: 6171.087891
	Iteration 212Q: 3 clusters Score -2.835407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250299 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -28354068.000000 Penalty: 6171.087891
	Iteration 213Q: 3 clusters Score -2.835407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250299 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -28354068.000000 Penalty: 6171.087891
	Iteration 214F: 3 clusters Score -2.835407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 18 contains 250299 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 256787 members 
Entering Unmasked Estep 
Score: -88555640.000000 Penalty: 67431.250000
Splitting cluster 18 changes total score from -88554696.000000 to -88555640.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (47942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Entering Unmasked Estep 
Score: -5404643.500000 Penalty: 2672.881348
	Iteration 0F: 2 clusters Score -5404644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5372380.000000 Penalty: 5345.762695
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Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -5403645.500000 Penalty: 5345.762695
	Iteration 93Q: 3 clusters Score -5403646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -5403654.500000 Penalty: 5345.762695
	Iteration 94Q: 3 clusters Score -5403654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -5403658.000000 Penalty: 5345.762695
	Iteration 95Q: 3 clusters Score -5403658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5403666.000000 Penalty: 5345.762695
	Iteration 96Q: 3 clusters Score -5403666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5403670.500000 Penalty: 5345.762695
	Iteration 97Q: 3 clusters Score -5403670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5403682.500000 Penalty: 5345.762695
	Iteration 98Q: 3 clusters Score -5403682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5403694.500000 Penalty: 5345.762695
	Iteration 99Q: 3 clusters Score -5403694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -5403704.000000 Penalty: 5345.762695
	Iteration 100F: 3 clusters Score -5403704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -5403707.000000 Penalty: 5345.762695
	Iteration 101Q: 3 clusters Score -5403707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -5403708.500000 Penalty: 5345.762695
	Iteration 102Q: 3 clusters Score -5403708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5403726.500000 Penalty: 5345.762695
	Iteration 103Q: 3 clusters Score -5403726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -5403731.500000 Penalty: 5345.762695
	Iteration 104Q: 3 clusters Score -5403732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -5403748.000000 Penalty: 5345.762695
	Iteration 105Q: 3 clusters Score -5403748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -5403767.000000 Penalty: 5345.762695
	Iteration 106Q: 3 clusters Score -5403767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -5403778.000000 Penalty: 5345.762695
	Iteration 107Q: 3 clusters Score -5403778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -5403781.500000 Penalty: 5345.762695
	Iteration 108Q: 3 clusters Score -5403782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -5403790.500000 Penalty: 5345.762695
	Iteration 109Q: 3 clusters Score -5403790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -5403786.500000 Penalty: 5345.762695
	Iteration 110Q: 3 clusters Score -5403786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5403784.000000 Penalty: 5345.762695
	Iteration 111Q: 3 clusters Score -5403784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -5403796.500000 Penalty: 5345.762695
	Iteration 112Q: 3 clusters Score -5403796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -5403803.500000 Penalty: 5345.762695
	Iteration 113Q: 3 clusters Score -5403804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5403818.500000 Penalty: 5345.762695
	Iteration 114Q: 3 clusters Score -5403818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -5403818.500000 Penalty: 5345.762695
	Iteration 115Q: 3 clusters Score -5403818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5403824.500000 Penalty: 5345.762695
	Iteration 116Q: 3 clusters Score -5403824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5403833.500000 Penalty: 5345.762695
	Iteration 117Q: 3 clusters Score -5403834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5403831.500000 Penalty: 5345.762695
	Iteration 118Q: 3 clusters Score -5403832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5403827.000000 Penalty: 5345.762695
	Iteration 119Q: 3 clusters Score -5403827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5403828.500000 Penalty: 5345.762695
	Iteration 120F: 3 clusters Score -5403828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5403826.500000 Penalty: 5345.762695
	Iteration 121Q: 3 clusters Score -5403826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -5403824.500000 Penalty: 5345.762695
	Iteration 122Q: 3 clusters Score -5403824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -5403824.500000 Penalty: 5345.762695
	Iteration 123F: 3 clusters Score -5403824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -373863.218750 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -373863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -370512.250000 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -370512.2 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -371141.343750 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -371141.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -371287.968750 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -371288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -371376.937500 Penalty: 3989.656738
	Iteration 3Q: 3 clusters Score -371376.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -371437.625000 Penalty: 3989.656738
	Iteration 4Q: 3 clusters Score -371437.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -371476.750000 Penalty: 3989.656738
	Iteration 5Q: 3 clusters Score -371476.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -371508.312500 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -371508.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -371526.250000 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -371526.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -371542.062500 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -371542.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -371552.937500 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -371552.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -371564.281250 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -371564.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -371570.343750 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -371570.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -371573.750000 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -371573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -371575.937500 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -371575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -371576.125000 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -371576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -371576.937500 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -371576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -371578.531250 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -371578.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -371578.750000 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -371578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -371579.531250 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -371579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -371579.218750 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -371579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -371580.156250 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -371580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -371580.750000 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -371580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -371580.968750 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -371581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -371581.718750 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -371581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -371581.718750 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -371581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -371581.500000 Penalty: 3989.656738
	Iteration 25Q: 3 clusters Score -371581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -371581.875000 Penalty: 3989.656738
	Iteration 26Q: 3 clusters Score -371581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -371584.250000 Penalty: 3989.656738
	Iteration 27Q: 3 clusters Score -371584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -371585.343750 Penalty: 3989.656738
	Iteration 28Q: 3 clusters Score -371585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -371586.843750 Penalty: 3989.656738
	Iteration 29Q: 3 clusters Score -371586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -371587.218750 Penalty: 3989.656738
	Iteration 30Q: 3 clusters Score -371587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -371587.968750 Penalty: 3989.656738
	Iteration 31Q: 3 clusters Score -371588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -371588.468750 Penalty: 3989.656738
	Iteration 32Q: 3 clusters Score -371588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -371588.562500 Penalty: 3989.656738
	Iteration 33Q: 3 clusters Score -371588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -371589.968750 Penalty: 3989.656738
	Iteration 34Q: 3 clusters Score -371590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -371589.968750 Penalty: 3989.656738
	Iteration 35F: 3 clusters Score -371590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Entering Unmasked Estep 
Score: -5010703.500000 Penalty: 2651.940430
	Iteration 0F: 2 clusters Score -5010704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4981060.500000 Penalty: 5303.880859
	Iteration 0F: 3 clusters Score -4981060 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -4992471.000000 Penalty: 5303.880859
	Iteration 1F: 3 clusters Score -4992471 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4993243.000000 Penalty: 5303.880859
	Iteration 2Q: 3 clusters Score -4993243 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4994137.000000 Penalty: 5303.880859
	Iteration 3Q: 3 clusters Score -4994137 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4995003.500000 Penalty: 5303.880859
	Iteration 4Q: 3 clusters Score -4995004 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4996052.500000 Penalty: 5303.880859
	Iteration 5Q: 3 clusters Score -4996052 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4997238.000000 Penalty: 5303.880859
	Iteration 6F: 3 clusters Score -4997238 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4998614.500000 Penalty: 5303.880859
	Iteration 7F: 3 clusters Score -4998614 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5000177.500000 Penalty: 5303.880859
	Iteration 8F: 3 clusters Score -5000178 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5001793.500000 Penalty: 5303.880859
	Iteration 9F: 3 clusters Score -5001794 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5003188.000000 Penalty: 5303.880859
	Iteration 10F: 3 clusters Score -5003188 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5004153.000000 Penalty: 5303.880859
	Iteration 11Q: 3 clusters Score -5004153 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5004686.500000 Penalty: 5303.880859
	Iteration 12Q: 3 clusters Score -5004686 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -5004930.500000 Penalty: 5303.880859
	Iteration 13Q: 3 clusters Score -5004930 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -5005073.000000 Penalty: 5303.880859
	Iteration 14Q: 3 clusters Score -5005073 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5005226.000000 Penalty: 5303.880859
	Iteration 15Q: 3 clusters Score -5005226 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5005363.000000 Penalty: 5303.880859
	Iteration 16Q: 3 clusters Score -5005363 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5005508.500000 Penalty: 5303.880859
	Iteration 17Q: 3 clusters Score -5005508 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -5005600.500000 Penalty: 5303.880859
	Iteration 18Q: 3 clusters Score -5005600 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5005688.000000 Penalty: 5303.880859
	Iteration 19Q: 3 clusters Score -5005688 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5005761.000000 Penalty: 5303.880859
	Iteration 20F: 3 clusters Score -5005761 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -5005845.000000 Penalty: 5303.880859
	Iteration 21Q: 3 clusters Score -5005845 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5005918.500000 Penalty: 5303.880859
	Iteration 22Q: 3 clusters Score -5005918 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5005984 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5006042 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5006117 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5006160 nChanged 343
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Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5006256 nChanged 372
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Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5006332 nChanged 371
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Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5006403 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5006488 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5006563 nChanged 347
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Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5006607 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5006686 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5006756 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -5006841.500000 Penalty: 5303.880859
	Iteration 35Q: 3 clusters Score -5006842 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5006918 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5006988 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5007070 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -5007154.000000 Penalty: 5303.880859
	Iteration 39Q: 3 clusters Score -5007154 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5007234.000000 Penalty: 5303.880859
	Iteration 40F: 3 clusters Score -5007234 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5007333 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -5007393.500000 Penalty: 5303.880859
	Iteration 42Q: 3 clusters Score -5007394 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5007481 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5007591 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5007690 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5007806.000000 Penalty: 5303.880859
	Iteration 46Q: 3 clusters Score -5007806 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5007906 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5008010.000000 Penalty: 5303.880859
	Iteration 48Q: 3 clusters Score -5008010 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5008099 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5008199.000000 Penalty: 5303.880859
	Iteration 50Q: 3 clusters Score -5008199 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5008286 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5008351 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5008422 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5008472 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5008544 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5008612 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5008640 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5008667 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5008705 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5008730.000000 Penalty: 5303.880859
	Iteration 60F: 3 clusters Score -5008730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -5008777.000000 Penalty: 5303.880859
	Iteration 61Q: 3 clusters Score -5008777 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -5008818.500000 Penalty: 5303.880859
	Iteration 62Q: 3 clusters Score -5008818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -5008835.500000 Penalty: 5303.880859
	Iteration 63Q: 3 clusters Score -5008836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -5008848.500000 Penalty: 5303.880859
	Iteration 64Q: 3 clusters Score -5008848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5008883.000000 Penalty: 5303.880859
	Iteration 65Q: 3 clusters Score -5008883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -5008900.500000 Penalty: 5303.880859
	Iteration 66Q: 3 clusters Score -5008900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5008911.500000 Penalty: 5303.880859
	Iteration 67Q: 3 clusters Score -5008912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5008910.500000 Penalty: 5303.880859
	Iteration 68Q: 3 clusters Score -5008910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5008942.000000 Penalty: 5303.880859
	Iteration 69Q: 3 clusters Score -5008942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5008958.500000 Penalty: 5303.880859
	Iteration 70Q: 3 clusters Score -5008958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -5008942.000000 Penalty: 5303.880859
	Iteration 71Q: 3 clusters Score -5008942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5008948.500000 Penalty: 5303.880859
	Iteration 72Q: 3 clusters Score -5008948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5008955.500000 Penalty: 5303.880859
	Iteration 73Q: 3 clusters Score -5008956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5008957.000000 Penalty: 5303.880859
	Iteration 74Q: 3 clusters Score -5008957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5008970.000000 Penalty: 5303.880859
	Iteration 75Q: 3 clusters Score -5008970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5008973.500000 Penalty: 5303.880859
	Iteration 76Q: 3 clusters Score -5008974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5008967.000000 Penalty: 5303.880859
	Iteration 77Q: 3 clusters Score -5008967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5008975.500000 Penalty: 5303.880859
	Iteration 78Q: 3 clusters Score -5008976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5008970.500000 Penalty: 5303.880859
	Iteration 79Q: 3 clusters Score -5008970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5008977.500000 Penalty: 5303.880859
	Iteration 80F: 3 clusters Score -5008978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5008985.000000 Penalty: 5303.880859
	Iteration 81Q: 3 clusters Score -5008985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -5008999.500000 Penalty: 5303.880859
	Iteration 82Q: 3 clusters Score -5009000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5009004.500000 Penalty: 5303.880859
	Iteration 83Q: 3 clusters Score -5009004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5009006.500000 Penalty: 5303.880859
	Iteration 84Q: 3 clusters Score -5009006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5009012.000000 Penalty: 5303.880859
	Iteration 85Q: 3 clusters Score -5009012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5009001.000000 Penalty: 5303.880859
	Iteration 86Q: 3 clusters Score -5009001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5009004.500000 Penalty: 5303.880859
	Iteration 87Q: 3 clusters Score -5009004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5009005.000000 Penalty: 5303.880859
	Iteration 88Q: 3 clusters Score -5009005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5009003.500000 Penalty: 5303.880859
	Iteration 89Q: 3 clusters Score -5009004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5009015.000000 Penalty: 5303.880859
	Iteration 90Q: 3 clusters Score -5009015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5009020.500000 Penalty: 5303.880859
	Iteration 91Q: 3 clusters Score -5009020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5009020.000000 Penalty: 5303.880859
	Iteration 92Q: 3 clusters Score -5009020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5009022.000000 Penalty: 5303.880859
	Iteration 93Q: 3 clusters Score -5009022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5009026.500000 Penalty: 5303.880859
	Iteration 94Q: 3 clusters Score -5009026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5009023.500000 Penalty: 5303.880859
	Iteration 95Q: 3 clusters Score -5009024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5009023.500000 Penalty: 5303.880859
	Iteration 96Q: 3 clusters Score -5009024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5009018.000000 Penalty: 5303.880859
	Iteration 97Q: 3 clusters Score -5009018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5009020.500000 Penalty: 5303.880859
	Iteration 98Q: 3 clusters Score -5009020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5009021.500000 Penalty: 5303.880859
	Iteration 99Q: 3 clusters Score -5009022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5009018.500000 Penalty: 5303.880859
	Iteration 100F: 3 clusters Score -5009018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5009021.500000 Penalty: 5303.880859
	Iteration 101Q: 3 clusters Score -5009022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -5009024.500000 Penalty: 5303.880859
	Iteration 102Q: 3 clusters Score -5009024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5009023.500000 Penalty: 5303.880859
	Iteration 103Q: 3 clusters Score -5009024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5009034.500000 Penalty: 5303.880859
	Iteration 104Q: 3 clusters Score -5009034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -5009032.000000 Penalty: 5303.880859
	Iteration 105Q: 3 clusters Score -5009032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5009032.500000 Penalty: 5303.880859
	Iteration 106Q: 3 clusters Score -5009032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5009026.000000 Penalty: 5303.880859
	Iteration 107Q: 3 clusters Score -5009026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5009028.500000 Penalty: 5303.880859
	Iteration 108Q: 3 clusters Score -5009028 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5009028.500000 Penalty: 5303.880859
	Iteration 109F: 3 clusters Score -5009028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (256787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 256787 members 
Entering Unmasked Estep 
Score: -28859706.000000 Penalty: 3089.088623
	Iteration 0F: 2 clusters Score -2.885971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128280 members 
Mstep: Class 2 contains 128507 members 
Entering Unmasked Estep 
Score: -28707132.000000 Penalty: 6178.177246
	Iteration 0F: 3 clusters Score -2.870713e+07 nChanged 124238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124804 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -28780988.000000 Penalty: 6178.177246
	Iteration 1F: 3 clusters Score -2.878099e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 134611 members 
Entering Unmasked Estep 
Score: -28782582.000000 Penalty: 6178.177246
	Iteration 2Q: 3 clusters Score -2.878258e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118207 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -28784896.000000 Penalty: 6178.177246
	Iteration 3Q: 3 clusters Score -2.87849e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -28788796.000000 Penalty: 6178.177246
	Iteration 4Q: 3 clusters Score -2.87888e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 152665 members 
Entering Unmasked Estep 
Score: -28795232.000000 Penalty: 6178.177246
	Iteration 5Q: 3 clusters Score -2.879523e+07 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -28805260.000000 Penalty: 6178.177246
	Iteration 6F: 3 clusters Score -2.880526e+07 nChanged 17301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 175810 members 
Entering Unmasked Estep 
Score: -28819618.000000 Penalty: 6178.177246
	Iteration 7F: 3 clusters Score -2.881962e+07 nChanged 17128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 186990 members 
Entering Unmasked Estep 
Score: -28834136.000000 Penalty: 6178.177246
	Iteration 8F: 3 clusters Score -2.883414e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 194694 members 
Entering Unmasked Estep 
Score: -28844230.000000 Penalty: 6178.177246
	Iteration 9F: 3 clusters Score -2.884423e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 200151 members 
Entering Unmasked Estep 
Score: -28849318.000000 Penalty: 6178.177246
	Iteration 10Q: 3 clusters Score -2.884932e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 204778 members 
Entering Unmasked Estep 
Score: -28852052.000000 Penalty: 6178.177246
	Iteration 11Q: 3 clusters Score -2.885205e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 208996 members 
Entering Unmasked Estep 
Score: -28853952.000000 Penalty: 6178.177246
	Iteration 12Q: 3 clusters Score -2.885395e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 212999 members 
Entering Unmasked Estep 
Score: -28855588.000000 Penalty: 6178.177246
	Iteration 13Q: 3 clusters Score -2.885559e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 216841 members 
Entering Unmasked Estep 
Score: -28857044.000000 Penalty: 6178.177246
	Iteration 14Q: 3 clusters Score -2.885704e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 220540 members 
Entering Unmasked Estep 
Score: -28858384.000000 Penalty: 6178.177246
	Iteration 15Q: 3 clusters Score -2.885838e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 224110 members 
Entering Unmasked Estep 
Score: -28859150.000000 Penalty: 6178.177246
	Iteration 16Q: 3 clusters Score -2.885915e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 227387 members 
Entering Unmasked Estep 
Score: -28859674.000000 Penalty: 6178.177246
	Iteration 17Q: 3 clusters Score -2.885967e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 230459 members 
Entering Unmasked Estep 
Score: -28859872.000000 Penalty: 6178.177246
	Iteration 18Q: 3 clusters Score -2.885987e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 233206 members 
Entering Unmasked Estep 
Score: -28859776.000000 Penalty: 6178.177246
	Iteration 19Q: 3 clusters Score -2.885978e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 235712 members 
Entering Unmasked Estep 
Score: -28859752.000000 Penalty: 6178.177246
	Iteration 20F: 3 clusters Score -2.885975e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 238022 members 
Entering Unmasked Estep 
Score: -28859844.000000 Penalty: 6178.177246
	Iteration 21Q: 3 clusters Score -2.885984e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 240052 members 
Entering Unmasked Estep 
Score: -28859778.000000 Penalty: 6178.177246
	Iteration 22Q: 3 clusters Score -2.885978e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 241754 members 
Entering Unmasked Estep 
Score: -28859728.000000 Penalty: 6178.177246
	Iteration 23Q: 3 clusters Score -2.885973e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 243183 members 
Entering Unmasked Estep 
Score: -28859564.000000 Penalty: 6178.177246
	Iteration 24Q: 3 clusters Score -2.885956e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 244442 members 
Entering Unmasked Estep 
Score: -28859404.000000 Penalty: 6178.177246
	Iteration 25Q: 3 clusters Score -2.88594e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 245525 members 
Entering Unmasked Estep 
Score: -28859308.000000 Penalty: 6178.177246
	Iteration 26Q: 3 clusters Score -2.885931e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 246499 members 
Entering Unmasked Estep 
Score: -28859360.000000 Penalty: 6178.177246
	Iteration 27Q: 3 clusters Score -2.885936e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 247324 members 
Entering Unmasked Estep 
Score: -28859212.000000 Penalty: 6178.177246
	Iteration 28Q: 3 clusters Score -2.885921e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 248070 members 
Entering Unmasked Estep 
Score: -28859060.000000 Penalty: 6178.177246
	Iteration 29Q: 3 clusters Score -2.885906e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 248747 members 
Entering Unmasked Estep 
Score: -28858958.000000 Penalty: 6178.177246
	Iteration 30Q: 3 clusters Score -2.885896e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 249335 members 
Entering Unmasked Estep 
Score: -28859036.000000 Penalty: 6178.177246
	Iteration 31Q: 3 clusters Score -2.885904e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 249883 members 
Entering Unmasked Estep 
Score: -28859004.000000 Penalty: 6178.177246
	Iteration 32Q: 3 clusters Score -2.8859e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 250367 members 
Entering Unmasked Estep 
Score: -28859002.000000 Penalty: 6178.177246
	Iteration 33Q: 3 clusters Score -2.8859e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 250769 members 
Entering Unmasked Estep 
Score: -28858996.000000 Penalty: 6178.177246
	Iteration 34Q: 3 clusters Score -2.8859e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 251113 members 
Entering Unmasked Estep 
Score: -28858928.000000 Penalty: 6178.177246
	Iteration 35Q: 3 clusters Score -2.885893e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 251403 members 
Entering Unmasked Estep 
Score: -28858838.000000 Penalty: 6178.177246
	Iteration 36Q: 3 clusters Score -2.885884e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 251653 members 
Entering Unmasked Estep 
Score: -28858890.000000 Penalty: 6178.177246
	Iteration 37Q: 3 clusters Score -2.885889e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 251880 members 
Entering Unmasked Estep 
Score: -28858904.000000 Penalty: 6178.177246
	Iteration 38Q: 3 clusters Score -2.88589e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 252072 members 
Entering Unmasked Estep 
Score: -28858942.000000 Penalty: 6178.177246
	Iteration 39Q: 3 clusters Score -2.885894e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 252238 members 
Entering Unmasked Estep 
Score: -28859008.000000 Penalty: 6178.177246
	Iteration 40F: 3 clusters Score -2.885901e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 252401 members 
Entering Unmasked Estep 
Score: -28859054.000000 Penalty: 6178.177246
	Iteration 41Q: 3 clusters Score -2.885905e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 252526 members 
Entering Unmasked Estep 
Score: -28859056.000000 Penalty: 6178.177246
	Iteration 42Q: 3 clusters Score -2.885906e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 252651 members 
Entering Unmasked Estep 
Score: -28859024.000000 Penalty: 6178.177246
	Iteration 43Q: 3 clusters Score -2.885902e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 252778 members 
Entering Unmasked Estep 
Score: -28859002.000000 Penalty: 6178.177246
	Iteration 44Q: 3 clusters Score -2.8859e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 252889 members 
Entering Unmasked Estep 
Score: -28859070.000000 Penalty: 6178.177246
	Iteration 45Q: 3 clusters Score -2.885907e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 252984 members 
Entering Unmasked Estep 
Score: -28859076.000000 Penalty: 6178.177246
	Iteration 46Q: 3 clusters Score -2.885908e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 253070 members 
Entering Unmasked Estep 
Score: -28859134.000000 Penalty: 6178.177246
	Iteration 47Q: 3 clusters Score -2.885913e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 253142 members 
Entering Unmasked Estep 
Score: -28859138.000000 Penalty: 6178.177246
	Iteration 48Q: 3 clusters Score -2.885914e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 253222 members 
Entering Unmasked Estep 
Score: -28859120.000000 Penalty: 6178.177246
	Iteration 49Q: 3 clusters Score -2.885912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 253303 members 
Entering Unmasked Estep 
Score: -28859144.000000 Penalty: 6178.177246
	Iteration 50Q: 3 clusters Score -2.885914e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 253365 members 
Entering Unmasked Estep 
Score: -28859140.000000 Penalty: 6178.177246
	Iteration 51Q: 3 clusters Score -2.885914e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 253410 members 
Entering Unmasked Estep 
Score: -28859162.000000 Penalty: 6178.177246
	Iteration 52Q: 3 clusters Score -2.885916e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 253456 members 
Entering Unmasked Estep 
Score: -28859194.000000 Penalty: 6178.177246
	Iteration 53Q: 3 clusters Score -2.885919e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 253490 members 
Entering Unmasked Estep 
Score: -28859164.000000 Penalty: 6178.177246
	Iteration 54Q: 3 clusters Score -2.885916e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 253527 members 
Entering Unmasked Estep 
Score: -28859178.000000 Penalty: 6178.177246
	Iteration 55Q: 3 clusters Score -2.885918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 253564 members 
Entering Unmasked Estep 
Score: -28859178.000000 Penalty: 6178.177246
	Iteration 56Q: 3 clusters Score -2.885918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 253591 members 
Entering Unmasked Estep 
Score: -28859174.000000 Penalty: 6178.177246
	Iteration 57Q: 3 clusters Score -2.885917e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 253615 members 
Entering Unmasked Estep 
Score: -28859132.000000 Penalty: 6178.177246
	Iteration 58Q: 3 clusters Score -2.885913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 253633 members 
Entering Unmasked Estep 
Score: -28859154.000000 Penalty: 6178.177246
	Iteration 59Q: 3 clusters Score -2.885915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 253658 members 
Entering Unmasked Estep 
Score: -28859152.000000 Penalty: 6178.177246
	Iteration 60F: 3 clusters Score -2.885915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 253680 members 
Entering Unmasked Estep 
Score: -28859164.000000 Penalty: 6178.177246
	Iteration 61Q: 3 clusters Score -2.885916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 253705 members 
Entering Unmasked Estep 
Score: -28859156.000000 Penalty: 6178.177246
	Iteration 62Q: 3 clusters Score -2.885916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 253733 members 
Entering Unmasked Estep 
Score: -28859168.000000 Penalty: 6178.177246
	Iteration 63Q: 3 clusters Score -2.885917e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 253762 members 
Entering Unmasked Estep 
Score: -28859176.000000 Penalty: 6178.177246
	Iteration 64Q: 3 clusters Score -2.885918e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 253783 members 
Entering Unmasked Estep 
Score: -28859164.000000 Penalty: 6178.177246
	Iteration 65Q: 3 clusters Score -2.885916e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 253799 members 
Entering Unmasked Estep 
Score: -28859178.000000 Penalty: 6178.177246
	Iteration 66Q: 3 clusters Score -2.885918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 253815 members 
Entering Unmasked Estep 
Score: -28859158.000000 Penalty: 6178.177246
	Iteration 67Q: 3 clusters Score -2.885916e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 253831 members 
Entering Unmasked Estep 
Score: -28859166.000000 Penalty: 6178.177246
	Iteration 68Q: 3 clusters Score -2.885917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 253851 members 
Entering Unmasked Estep 
Score: -28859120.000000 Penalty: 6178.177246
	Iteration 69Q: 3 clusters Score -2.885912e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 253875 members 
Entering Unmasked Estep 
Score: -28859168.000000 Penalty: 6178.177246
	Iteration 70Q: 3 clusters Score -2.885917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 253891 members 
Entering Unmasked Estep 
Score: -28859156.000000 Penalty: 6178.177246
	Iteration 71Q: 3 clusters Score -2.885916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 253912 members 
Entering Unmasked Estep 
Score: -28859160.000000 Penalty: 6178.177246
	Iteration 72Q: 3 clusters Score -2.885916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 253931 members 
Entering Unmasked Estep 
Score: -28859132.000000 Penalty: 6178.177246
	Iteration 73Q: 3 clusters Score -2.885913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 253942 members 
Entering Unmasked Estep 
Score: -28859152.000000 Penalty: 6178.177246
	Iteration 74Q: 3 clusters Score -2.885915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 253968 members 
Entering Unmasked Estep 
Score: -28859128.000000 Penalty: 6178.177246
	Iteration 75Q: 3 clusters Score -2.885913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 253992 members 
Entering Unmasked Estep 
Score: -28859140.000000 Penalty: 6178.177246
	Iteration 76Q: 3 clusters Score -2.885914e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 254021 members 
Entering Unmasked Estep 
Score: -28859138.000000 Penalty: 6178.177246
	Iteration 77Q: 3 clusters Score -2.885914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 254044 members 
Entering Unmasked Estep 
Score: -28859118.000000 Penalty: 6178.177246
	Iteration 78Q: 3 clusters Score -2.885912e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 254069 members 
Entering Unmasked Estep 
Score: -28859144.000000 Penalty: 6178.177246
	Iteration 79Q: 3 clusters Score -2.885914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 254090 members 
Entering Unmasked Estep 
Score: -28859156.000000 Penalty: 6178.177246
	Iteration 80F: 3 clusters Score -2.885916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 254109 members 
Entering Unmasked Estep 
Score: -28859166.000000 Penalty: 6178.177246
	Iteration 81Q: 3 clusters Score -2.885917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 254122 members 
Entering Unmasked Estep 
Score: -28859128.000000 Penalty: 6178.177246
	Iteration 82Q: 3 clusters Score -2.885913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 254141 members 
Entering Unmasked Estep 
Score: -28859140.000000 Penalty: 6178.177246
	Iteration 83Q: 3 clusters Score -2.885914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 254165 members 
Entering Unmasked Estep 
Score: -28859142.000000 Penalty: 6178.177246
	Iteration 84Q: 3 clusters Score -2.885914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 254188 members 
Entering Unmasked Estep 
Score: -28859124.000000 Penalty: 6178.177246
	Iteration 85Q: 3 clusters Score -2.885912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 254210 members 
Entering Unmasked Estep 
Score: -28859112.000000 Penalty: 6178.177246
	Iteration 86Q: 3 clusters Score -2.885911e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 254226 members 
Entering Unmasked Estep 
Score: -28859116.000000 Penalty: 6178.177246
	Iteration 87Q: 3 clusters Score -2.885912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 254234 members 
Entering Unmasked Estep 
Score: -28859126.000000 Penalty: 6178.177246
	Iteration 88Q: 3 clusters Score -2.885913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 254248 members 
Entering Unmasked Estep 
Score: -28859104.000000 Penalty: 6178.177246
	Iteration 89Q: 3 clusters Score -2.88591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 254261 members 
Entering Unmasked Estep 
Score: -28859106.000000 Penalty: 6178.177246
	Iteration 90Q: 3 clusters Score -2.885911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 254275 members 
Entering Unmasked Estep 
Score: -28859104.000000 Penalty: 6178.177246
	Iteration 91Q: 3 clusters Score -2.88591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 254285 members 
Entering Unmasked Estep 
Score: -28859128.000000 Penalty: 6178.177246
	Iteration 92Q: 3 clusters Score -2.885913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 254294 members 
Entering Unmasked Estep 
Score: -28859110.000000 Penalty: 6178.177246
	Iteration 93Q: 3 clusters Score -2.885911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 254305 members 
Entering Unmasked Estep 
Score: -28859136.000000 Penalty: 6178.177246
	Iteration 94Q: 3 clusters Score -2.885914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 254316 members 
Entering Unmasked Estep 
Score: -28859128.000000 Penalty: 6178.177246
	Iteration 95Q: 3 clusters Score -2.885913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 254322 members 
Entering Unmasked Estep 
Score: -28859140.000000 Penalty: 6178.177246
	Iteration 96Q: 3 clusters Score -2.885914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 254328 members 
Entering Unmasked Estep 
Score: -28859122.000000 Penalty: 6178.177246
	Iteration 97Q: 3 clusters Score -2.885912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 254339 members 
Entering Unmasked Estep 
Score: -28859104.000000 Penalty: 6178.177246
	Iteration 98Q: 3 clusters Score -2.88591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 254345 members 
Entering Unmasked Estep 
Score: -28859098.000000 Penalty: 6178.177246
	Iteration 99Q: 3 clusters Score -2.88591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 254348 members 
Entering Unmasked Estep 
Score: -28859094.000000 Penalty: 6178.177246
	Iteration 100F: 3 clusters Score -2.885909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 254351 members 
Entering Unmasked Estep 
Score: -28859106.000000 Penalty: 6178.177246
	Iteration 101Q: 3 clusters Score -2.885911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 254354 members 
Entering Unmasked Estep 
Score: -28859098.000000 Penalty: 6178.177246
	Iteration 102Q: 3 clusters Score -2.88591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 254356 members 
Entering Unmasked Estep 
Score: -28859118.000000 Penalty: 6178.177246
	Iteration 103Q: 3 clusters Score -2.885912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 254355 members 
Entering Unmasked Estep 
Score: -28859102.000000 Penalty: 6178.177246
	Iteration 104Q: 3 clusters Score -2.88591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 254358 members 
Entering Unmasked Estep 
Score: -28859100.000000 Penalty: 6178.177246
	Iteration 105Q: 3 clusters Score -2.88591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 254360 members 
Entering Unmasked Estep 
Score: -28859084.000000 Penalty: 6178.177246
	Iteration 106Q: 3 clusters Score -2.885908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 254359 members 
Entering Unmasked Estep 
Score: -28859100.000000 Penalty: 6178.177246
	Iteration 107Q: 3 clusters Score -2.88591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 254360 members 
Entering Unmasked Estep 
Score: -28859092.000000 Penalty: 6178.177246
	Iteration 108Q: 3 clusters Score -2.885909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 254360 members 
Entering Unmasked Estep 
Score: -28859092.000000 Penalty: 6178.177246
	Iteration 109Q: 3 clusters Score -2.885909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 254363 members 
Entering Unmasked Estep 
Score: -28859076.000000 Penalty: 6178.177246
	Iteration 110Q: 3 clusters Score -2.885908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 254364 members 
Entering Unmasked Estep 
Score: -28859076.000000 Penalty: 6178.177246
	Iteration 111Q: 3 clusters Score -2.885908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 254366 members 
Entering Unmasked Estep 
Score: -28859086.000000 Penalty: 6178.177246
	Iteration 112Q: 3 clusters Score -2.885909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 254369 members 
Entering Unmasked Estep 
Score: -28859068.000000 Penalty: 6178.177246
	Iteration 113Q: 3 clusters Score -2.885907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 254372 members 
Entering Unmasked Estep 
Score: -28859074.000000 Penalty: 6178.177246
	Iteration 114Q: 3 clusters Score -2.885907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 254383 members 
Entering Unmasked Estep 
Score: -28859060.000000 Penalty: 6178.177246
	Iteration 115Q: 3 clusters Score -2.885906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 254391 members 
Entering Unmasked Estep 
Score: -28859056.000000 Penalty: 6178.177246
	Iteration 116Q: 3 clusters Score -2.885906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 254393 members 
Entering Unmasked Estep 
Score: -28859040.000000 Penalty: 6178.177246
	Iteration 117Q: 3 clusters Score -2.885904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 254402 members 
Entering Unmasked Estep 
Score: -28859056.000000 Penalty: 6178.177246
	Iteration 118Q: 3 clusters Score -2.885906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 254406 members 
Entering Unmasked Estep 
Score: -28859056.000000 Penalty: 6178.177246
	Iteration 119Q: 3 clusters Score -2.885906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 254410 members 
Entering Unmasked Estep 
Score: -28859040.000000 Penalty: 6178.177246
	Iteration 120F: 3 clusters Score -2.885904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 254416 members 
Entering Unmasked Estep 
Score: -28859040.000000 Penalty: 6178.177246
	Iteration 121Q: 3 clusters Score -2.885904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 254416 members 
Entering Unmasked Estep 
Score: -28859030.000000 Penalty: 6178.177246
	Iteration 122Q: 3 clusters Score -2.885903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 254416 members 
Entering Unmasked Estep 
Score: -28859042.000000 Penalty: 6178.177246
	Iteration 123Q: 3 clusters Score -2.885904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 254417 members 
Entering Unmasked Estep 
Score: -28859054.000000 Penalty: 6178.177246
	Iteration 124Q: 3 clusters Score -2.885905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 254420 members 
Entering Unmasked Estep 
Score: -28859036.000000 Penalty: 6178.177246
	Iteration 125Q: 3 clusters Score -2.885904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 254426 members 
Entering Unmasked Estep 
Score: -28859034.000000 Penalty: 6178.177246
	Iteration 126Q: 3 clusters Score -2.885903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 254428 members 
Entering Unmasked Estep 
Score: -28859046.000000 Penalty: 6178.177246
	Iteration 127Q: 3 clusters Score -2.885905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 254431 members 
Entering Unmasked Estep 
Score: -28859030.000000 Penalty: 6178.177246
	Iteration 128Q: 3 clusters Score -2.885903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 254432 members 
Entering Unmasked Estep 
Score: -28859042.000000 Penalty: 6178.177246
	Iteration 129Q: 3 clusters Score -2.885904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 254431 members 
Entering Unmasked Estep 
Score: -28859034.000000 Penalty: 6178.177246
	Iteration 130Q: 3 clusters Score -2.885903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 254433 members 
Entering Unmasked Estep 
Score: -28859032.000000 Penalty: 6178.177246
	Iteration 131Q: 3 clusters Score -2.885903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 254433 members 
Entering Unmasked Estep 
Score: -28859026.000000 Penalty: 6178.177246
	Iteration 132Q: 3 clusters Score -2.885903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 254432 members 
Entering Unmasked Estep 
Score: -28859020.000000 Penalty: 6178.177246
	Iteration 133Q: 3 clusters Score -2.885902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 254432 members 
Entering Unmasked Estep 
Score: -28859020.000000 Penalty: 6178.177246
	Iteration 134F: 3 clusters Score -2.885902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 18 contains 250299 members 
Mstep: Class 19 contains 47942 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 256787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88556960.000000 Penalty: 67431.250000
Iteration 39Q: 21 clusters Score -8.855696e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 12420 members 
Mstep: Class 4 contains 41910 members 
Mstep: Class 5 contains 48906 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 3805 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 18950 members 
Mstep: Class 15 contains 18612 members 
Mstep: Class 18 contains 250678 members 
Mstep: Class 19 contains 48570 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 21 contains 44280 members 
Mstep: Class 22 contains 254163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88560112.000000 Penalty: 67431.250000
Iteration 40F: 21 clusters Score -8.856011e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 41764 members 
Mstep: Class 5 contains 49619 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 18920 members 
Mstep: Class 15 contains 18870 members 
Mstep: Class 18 contains 250935 members 
Mstep: Class 19 contains 48733 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 44388 members 
Mstep: Class 22 contains 252271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88562320.000000 Penalty: 67431.250000
Iteration 41Q: 21 clusters Score -8.856232e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 12124 members 
Mstep: Class 4 contains 41606 members 
Mstep: Class 5 contains 50125 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 18881 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 18 contains 251152 members 
Mstep: Class 19 contains 48938 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44457 members 
Mstep: Class 22 contains 250822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88563808.000000 Penalty: 67431.250000
Iteration 42Q: 21 clusters Score -8.856381e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 41439 members 
Mstep: Class 5 contains 50490 members 
Mstep: Class 6 contains 939 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 5312 members 
Mstep: Class 12 contains 4098 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 14 contains 18855 members 
Mstep: Class 15 contains 19451 members 
Mstep: Class 18 contains 251247 members 
Mstep: Class 19 contains 49090 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 44499 members 
Mstep: Class 22 contains 249743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88565200.000000 Penalty: 67431.250000
Iteration 43Q: 21 clusters Score -8.85652e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 11851 members 
Mstep: Class 4 contains 41270 members 
Mstep: Class 5 contains 50770 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 18834 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 18 contains 251311 members 
Mstep: Class 19 contains 49229 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 44522 members 
Mstep: Class 22 contains 248856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88566144.000000 Penalty: 67431.250000
Iteration 44Q: 21 clusters Score -8.856614e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 11740 members 
Mstep: Class 4 contains 41131 members 
Mstep: Class 5 contains 50992 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 18806 members 
Mstep: Class 15 contains 20062 members 
Mstep: Class 18 contains 251470 members 
Mstep: Class 19 contains 49344 members 
Mstep: Class 20 contains 2729 members 
Mstep: Class 21 contains 44503 members 
Mstep: Class 22 contains 248138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88566920.000000 Penalty: 67431.250000
Iteration 45Q: 21 clusters Score -8.856692e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 11616 members 
Mstep: Class 4 contains 40997 members 
Mstep: Class 5 contains 51173 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 5723 members 
Mstep: Class 12 contains 4262 members 
Mstep: Class 13 contains 4322 members 
Mstep: Class 14 contains 18804 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 18 contains 251533 members 
Mstep: Class 19 contains 49464 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 44517 members 
Mstep: Class 22 contains 247504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88567504.000000 Penalty: 67431.250000
Iteration 46Q: 21 clusters Score -8.85675e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 4 contains 40906 members 
Mstep: Class 5 contains 51316 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 5804 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 20656 members 
Mstep: Class 18 contains 251580 members 
Mstep: Class 19 contains 49584 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 44522 members 
Mstep: Class 22 contains 246999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88568056.000000 Penalty: 67431.250000
Iteration 47Q: 21 clusters Score -8.856806e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 11416 members 
Mstep: Class 4 contains 40804 members 
Mstep: Class 5 contains 51461 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5869 members 
Mstep: Class 12 contains 4334 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 18744 members 
Mstep: Class 15 contains 20925 members 
Mstep: Class 18 contains 251576 members 
Mstep: Class 19 contains 49665 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 44513 members 
Mstep: Class 22 contains 246635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88568632.000000 Penalty: 67431.250000
Iteration 48Q: 21 clusters Score -8.856863e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 11321 members 
Mstep: Class 4 contains 40700 members 
Mstep: Class 5 contains 51570 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 14 contains 18726 members 
Mstep: Class 15 contains 21197 members 
Mstep: Class 18 contains 251546 members 
Mstep: Class 19 contains 49721 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 44505 members 
Mstep: Class 22 contains 246363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88568928.000000 Penalty: 67431.250000
Iteration 49Q: 21 clusters Score -8.856893e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 3180 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 40601 members 
Mstep: Class 5 contains 51660 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 21488 members 
Mstep: Class 18 contains 251508 members 
Mstep: Class 19 contains 49774 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 246160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569224.000000 Penalty: 67431.250000
Iteration 50Q: 21 clusters Score -8.856922e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 11126 members 
Mstep: Class 4 contains 40494 members 
Mstep: Class 5 contains 51741 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5962 members 
Mstep: Class 12 contains 4425 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 18683 members 
Mstep: Class 15 contains 21742 members 
Mstep: Class 18 contains 251495 members 
Mstep: Class 19 contains 49829 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 44443 members 
Mstep: Class 22 contains 245995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569256.000000 Penalty: 67431.250000
Iteration 51Q: 21 clusters Score -8.856926e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 11029 members 
Mstep: Class 4 contains 40412 members 
Mstep: Class 5 contains 51812 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 5974 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 18652 members 
Mstep: Class 15 contains 21987 members 
Mstep: Class 18 contains 251477 members 
Mstep: Class 19 contains 49895 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 44420 members 
Mstep: Class 22 contains 245818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569608.000000 Penalty: 67431.250000
Iteration 52Q: 21 clusters Score -8.856961e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 3276 members 
Mstep: Class 3 contains 10955 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 51843 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 4752 members 
Mstep: Class 14 contains 18621 members 
Mstep: Class 15 contains 22229 members 
Mstep: Class 18 contains 251483 members 
Mstep: Class 19 contains 49951 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 44385 members 
Mstep: Class 22 contains 245691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570064.000000 Penalty: 67431.250000
Iteration 53Q: 21 clusters Score -8.857006e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 40255 members 
Mstep: Class 5 contains 51879 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4795 members 
Mstep: Class 14 contains 18589 members 
Mstep: Class 15 contains 22443 members 
Mstep: Class 18 contains 251492 members 
Mstep: Class 19 contains 50018 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 44368 members 
Mstep: Class 22 contains 245565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569952.000000 Penalty: 67431.250000
Iteration 54Q: 21 clusters Score -8.856995e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 3336 members 
Mstep: Class 3 contains 10782 members 
Mstep: Class 4 contains 40186 members 
Mstep: Class 5 contains 51907 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 4482 members 
Mstep: Class 13 contains 4845 members 
Mstep: Class 14 contains 18561 members 
Mstep: Class 15 contains 22651 members 
Mstep: Class 18 contains 251453 members 
Mstep: Class 19 contains 50084 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 44357 members 
Mstep: Class 22 contains 245456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570288.000000 Penalty: 67431.250000
Iteration 55Q: 21 clusters Score -8.857029e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 3362 members 
Mstep: Class 3 contains 10702 members 
Mstep: Class 4 contains 40128 members 
Mstep: Class 5 contains 51921 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 18540 members 
Mstep: Class 15 contains 22839 members 
Mstep: Class 18 contains 251384 members 
Mstep: Class 19 contains 50148 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 44352 members 
Mstep: Class 22 contains 245375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570464.000000 Penalty: 67431.250000
Iteration 56Q: 21 clusters Score -8.857046e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 10638 members 
Mstep: Class 4 contains 40066 members 
Mstep: Class 5 contains 51963 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5974 members 
Mstep: Class 12 contains 4501 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 18514 members 
Mstep: Class 15 contains 23011 members 
Mstep: Class 18 contains 251374 members 
Mstep: Class 19 contains 50212 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 44322 members 
Mstep: Class 22 contains 245241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570504.000000 Penalty: 67431.250000
Iteration 57Q: 21 clusters Score -8.85705e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 3407 members 
Mstep: Class 3 contains 10574 members 
Mstep: Class 4 contains 40006 members 
Mstep: Class 5 contains 52004 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 18499 members 
Mstep: Class 15 contains 23160 members 
Mstep: Class 18 contains 251342 members 
Mstep: Class 19 contains 50272 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 44314 members 
Mstep: Class 22 contains 245122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570488.000000 Penalty: 67431.250000
Iteration 58Q: 21 clusters Score -8.857049e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 39953 members 
Mstep: Class 5 contains 52028 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5980 members 
Mstep: Class 12 contains 4525 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 18477 members 
Mstep: Class 15 contains 23317 members 
Mstep: Class 18 contains 251303 members 
Mstep: Class 19 contains 50326 members 
Mstep: Class 20 contains 2473 members 
Mstep: Class 21 contains 44309 members 
Mstep: Class 22 contains 245036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88570640.000000 Penalty: 67431.250000
Iteration 59Q: 21 clusters Score -8.857064e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 10436 members 
Mstep: Class 4 contains 39894 members 
Mstep: Class 5 contains 52052 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 4534 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 23493 members 
Mstep: Class 18 contains 251290 members 
Mstep: Class 19 contains 50380 members 
Mstep: Class 20 contains 2462 members 
Mstep: Class 21 contains 44290 members 
Mstep: Class 22 contains 244930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571000.000000 Penalty: 67431.250000
Iteration 60F: 21 clusters Score -8.8571e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 10341 members 
Mstep: Class 4 contains 39826 members 
Mstep: Class 5 contains 52043 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 846 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 18421 members 
Mstep: Class 15 contains 23680 members 
Mstep: Class 18 contains 251317 members 
Mstep: Class 19 contains 50411 members 
Mstep: Class 20 contains 2460 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 244828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571104.000000 Penalty: 67431.250000
Iteration 61Q: 21 clusters Score -8.85711e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 10257 members 
Mstep: Class 4 contains 39753 members 
Mstep: Class 5 contains 52040 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 845 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 4555 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 18414 members 
Mstep: Class 15 contains 23879 members 
Mstep: Class 18 contains 251285 members 
Mstep: Class 19 contains 50433 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 44240 members 
Mstep: Class 22 contains 244720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571368.000000 Penalty: 67431.250000
Iteration 62Q: 21 clusters Score -8.857137e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 3517 members 
Mstep: Class 3 contains 10176 members 
Mstep: Class 4 contains 39700 members 
Mstep: Class 5 contains 52037 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 4561 members 
Mstep: Class 13 contains 5220 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 24059 members 
Mstep: Class 18 contains 251265 members 
Mstep: Class 19 contains 50477 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 44238 members 
Mstep: Class 22 contains 244573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571368.000000 Penalty: 67431.250000
Iteration 63Q: 21 clusters Score -8.857137e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 10096 members 
Mstep: Class 4 contains 39638 members 
Mstep: Class 5 contains 52039 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 842 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 6089 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 24252 members 
Mstep: Class 18 contains 251316 members 
Mstep: Class 19 contains 50508 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 44217 members 
Mstep: Class 22 contains 244420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571552.000000 Penalty: 67431.250000
Iteration 64Q: 21 clusters Score -8.857155e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 10019 members 
Mstep: Class 4 contains 39592 members 
Mstep: Class 5 contains 52030 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 4541 members 
Mstep: Class 13 contains 5271 members 
Mstep: Class 14 contains 18370 members 
Mstep: Class 15 contains 24435 members 
Mstep: Class 18 contains 251376 members 
Mstep: Class 19 contains 50536 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 44199 members 
Mstep: Class 22 contains 244278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571792.000000 Penalty: 67431.250000
Iteration 65Q: 21 clusters Score -8.857179e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 4 contains 39550 members 
Mstep: Class 5 contains 52043 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 18360 members 
Mstep: Class 15 contains 24603 members 
Mstep: Class 18 contains 251435 members 
Mstep: Class 19 contains 50571 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 244106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571952.000000 Penalty: 67431.250000
Iteration 66Q: 21 clusters Score -8.857195e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 3594 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 39519 members 
Mstep: Class 5 contains 52052 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 340 members 
Mstep: Class 10 contains 1107 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 24785 members 
Mstep: Class 18 contains 251465 members 
Mstep: Class 19 contains 50585 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 44170 members 
Mstep: Class 22 contains 243943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572032.000000 Penalty: 67431.250000
Iteration 67Q: 21 clusters Score -8.857203e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 9858 members 
Mstep: Class 4 contains 39473 members 
Mstep: Class 5 contains 52059 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 18340 members 
Mstep: Class 15 contains 24915 members 
Mstep: Class 18 contains 251511 members 
Mstep: Class 19 contains 50592 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 243822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572032.000000 Penalty: 67431.250000
Iteration 68Q: 21 clusters Score -8.857203e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 9805 members 
Mstep: Class 4 contains 39431 members 
Mstep: Class 5 contains 52063 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 5411 members 
Mstep: Class 14 contains 18331 members 
Mstep: Class 15 contains 25024 members 
Mstep: Class 18 contains 251561 members 
Mstep: Class 19 contains 50616 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 44172 members 
Mstep: Class 22 contains 243707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571912.000000 Penalty: 67431.250000
Iteration 69Q: 21 clusters Score -8.857191e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 9751 members 
Mstep: Class 4 contains 39391 members 
Mstep: Class 5 contains 52070 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 4510 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 18325 members 
Mstep: Class 15 contains 25140 members 
Mstep: Class 18 contains 251578 members 
Mstep: Class 19 contains 50633 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 44175 members 
Mstep: Class 22 contains 243623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572352.000000 Penalty: 67431.250000
Iteration 70Q: 21 clusters Score -8.857235e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 39352 members 
Mstep: Class 5 contains 52074 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 337 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 6188 members 
Mstep: Class 12 contains 4509 members 
Mstep: Class 13 contains 5480 members 
Mstep: Class 14 contains 18311 members 
Mstep: Class 15 contains 25255 members 
Mstep: Class 18 contains 251566 members 
Mstep: Class 19 contains 50654 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 243578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572080.000000 Penalty: 67431.250000
Iteration 71Q: 21 clusters Score -8.857208e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 39324 members 
Mstep: Class 5 contains 52068 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 6195 members 
Mstep: Class 12 contains 4497 members 
Mstep: Class 13 contains 5515 members 
Mstep: Class 14 contains 18298 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 18 contains 251569 members 
Mstep: Class 19 contains 50681 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 44154 members 
Mstep: Class 22 contains 243537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572144.000000 Penalty: 67431.250000
Iteration 72Q: 21 clusters Score -8.857214e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 9574 members 
Mstep: Class 4 contains 39301 members 
Mstep: Class 5 contains 52054 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6201 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 5548 members 
Mstep: Class 14 contains 18292 members 
Mstep: Class 15 contains 25442 members 
Mstep: Class 18 contains 251583 members 
Mstep: Class 19 contains 50688 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 44156 members 
Mstep: Class 22 contains 243503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572200.000000 Penalty: 67431.250000
Iteration 73Q: 21 clusters Score -8.85722e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 9517 members 
Mstep: Class 4 contains 39287 members 
Mstep: Class 5 contains 52050 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 4482 members 
Mstep: Class 13 contains 5581 members 
Mstep: Class 14 contains 18286 members 
Mstep: Class 15 contains 25529 members 
Mstep: Class 18 contains 251581 members 
Mstep: Class 19 contains 50705 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 44157 members 
Mstep: Class 22 contains 243446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572344.000000 Penalty: 67431.250000
Iteration 74Q: 21 clusters Score -8.857234e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 9475 members 
Mstep: Class 4 contains 39256 members 
Mstep: Class 5 contains 52048 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 18285 members 
Mstep: Class 15 contains 25617 members 
Mstep: Class 18 contains 251544 members 
Mstep: Class 19 contains 50714 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 243424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572408.000000 Penalty: 67431.250000
Iteration 75Q: 21 clusters Score -8.857241e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 39236 members 
Mstep: Class 5 contains 52056 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 5643 members 
Mstep: Class 14 contains 18273 members 
Mstep: Class 15 contains 25709 members 
Mstep: Class 18 contains 251483 members 
Mstep: Class 19 contains 50721 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 243424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572192.000000 Penalty: 67431.250000
Iteration 76Q: 21 clusters Score -8.857219e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 39208 members 
Mstep: Class 5 contains 52049 members 
Mstep: Class 6 contains 962 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 4472 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 18264 members 
Mstep: Class 15 contains 25795 members 
Mstep: Class 18 contains 251467 members 
Mstep: Class 19 contains 50733 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 243403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572192.000000 Penalty: 67431.250000
Iteration 77Q: 21 clusters Score -8.857219e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 3650 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 39183 members 
Mstep: Class 5 contains 52045 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 18256 members 
Mstep: Class 15 contains 25872 members 
Mstep: Class 18 contains 251455 members 
Mstep: Class 19 contains 50730 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 44181 members 
Mstep: Class 22 contains 243388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88572296.000000 Penalty: 67431.250000
Iteration 78Q: 21 clusters Score -8.85723e+07 nChanged 716
Entering ConstructFrom: 
Score: -88572296.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (41714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Entering Unmasked Estep 
Score: -4718187.500000 Penalty: 2638.370850
	Iteration 0F: 2 clusters Score -4718188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4689957.500000 Penalty: 5276.741699
	Iteration 0F: 3 clusters Score -4689958 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4700435.000000 Penalty: 5276.741699
	Iteration 1F: 3 clusters Score -4700435 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4700902.500000 Penalty: 5276.741699
	Iteration 2Q: 3 clusters Score -4700902 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4701321.000000 Penalty: 5276.741699
	Iteration 3Q: 3 clusters Score -4701321 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4701743.000000 Penalty: 5276.741699
	Iteration 4Q: 3 clusters Score -4701743 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4702219.500000 Penalty: 5276.741699
	Iteration 5Q: 3 clusters Score -4702220 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4702844.500000 Penalty: 5276.741699
	Iteration 6Q: 3 clusters Score -4702844 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4703599.000000 Penalty: 5276.741699
	Iteration 7Q: 3 clusters Score -4703599 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4704509.500000 Penalty: 5276.741699
	Iteration 8Q: 3 clusters Score -4704510 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4705678.500000 Penalty: 5276.741699
	Iteration 9Q: 3 clusters Score -4705678 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4707111.500000 Penalty: 5276.741699
	Iteration 10Q: 3 clusters Score -4707112 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4708530.000000 Penalty: 5276.741699
	Iteration 11Q: 3 clusters Score -4708530 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4709890.500000 Penalty: 5276.741699
	Iteration 12Q: 3 clusters Score -4709890 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -4710975.000000 Penalty: 5276.741699
	Iteration 13Q: 3 clusters Score -4710975 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4711755.500000 Penalty: 5276.741699
	Iteration 14Q: 3 clusters Score -4711756 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4712294.500000 Penalty: 5276.741699
	Iteration 15Q: 3 clusters Score -4712294 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4712671.000000 Penalty: 5276.741699
	Iteration 16Q: 3 clusters Score -4712671 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4712945.500000 Penalty: 5276.741699
	Iteration 17Q: 3 clusters Score -4712946 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4713172.500000 Penalty: 5276.741699
	Iteration 18Q: 3 clusters Score -4713172 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4713375.500000 Penalty: 5276.741699
	Iteration 19Q: 3 clusters Score -4713376 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4713547.000000 Penalty: 5276.741699
	Iteration 20F: 3 clusters Score -4713547 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4713704.000000 Penalty: 5276.741699
	Iteration 21Q: 3 clusters Score -4713704 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4713840.000000 Penalty: 5276.741699
	Iteration 22Q: 3 clusters Score -4713840 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4713994.000000 Penalty: 5276.741699
	Iteration 23Q: 3 clusters Score -4713994 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4714139.500000 Penalty: 5276.741699
	Iteration 24Q: 3 clusters Score -4714140 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -4714279.000000 Penalty: 5276.741699
	Iteration 25Q: 3 clusters Score -4714279 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -4714410.000000 Penalty: 5276.741699
	Iteration 26Q: 3 clusters Score -4714410 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4714531.000000 Penalty: 5276.741699
	Iteration 27Q: 3 clusters Score -4714531 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4714675.000000 Penalty: 5276.741699
	Iteration 28Q: 3 clusters Score -4714675 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4714782.500000 Penalty: 5276.741699
	Iteration 29Q: 3 clusters Score -4714782 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4714910.500000 Penalty: 5276.741699
	Iteration 30Q: 3 clusters Score -4714910 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4715024.500000 Penalty: 5276.741699
	Iteration 31Q: 3 clusters Score -4715024 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -4715130.500000 Penalty: 5276.741699
	Iteration 32Q: 3 clusters Score -4715130 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4715226.500000 Penalty: 5276.741699
	Iteration 33Q: 3 clusters Score -4715226 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4715318.000000 Penalty: 5276.741699
	Iteration 34Q: 3 clusters Score -4715318 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4715390.000000 Penalty: 5276.741699
	Iteration 35Q: 3 clusters Score -4715390 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4715460.000000 Penalty: 5276.741699
	Iteration 36Q: 3 clusters Score -4715460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4715517.000000 Penalty: 5276.741699
	Iteration 37Q: 3 clusters Score -4715517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4715561.500000 Penalty: 5276.741699
	Iteration 38Q: 3 clusters Score -4715562 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4715614.500000 Penalty: 5276.741699
	Iteration 39Q: 3 clusters Score -4715614 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4715670.000000 Penalty: 5276.741699
	Iteration 40F: 3 clusters Score -4715670 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4715731.000000 Penalty: 5276.741699
	Iteration 41Q: 3 clusters Score -4715731 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4715778.500000 Penalty: 5276.741699
	Iteration 42Q: 3 clusters Score -4715778 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4715816.000000 Penalty: 5276.741699
	Iteration 43Q: 3 clusters Score -4715816 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4715855.500000 Penalty: 5276.741699
	Iteration 44Q: 3 clusters Score -4715856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4715894.000000 Penalty: 5276.741699
	Iteration 45Q: 3 clusters Score -4715894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4715912.500000 Penalty: 5276.741699
	Iteration 46Q: 3 clusters Score -4715912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4715926.000000 Penalty: 5276.741699
	Iteration 47Q: 3 clusters Score -4715926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4715941.000000 Penalty: 5276.741699
	Iteration 48Q: 3 clusters Score -4715941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4715959.000000 Penalty: 5276.741699
	Iteration 49Q: 3 clusters Score -4715959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4715980.500000 Penalty: 5276.741699
	Iteration 50Q: 3 clusters Score -4715980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4715982.000000 Penalty: 5276.741699
	Iteration 51Q: 3 clusters Score -4715982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4715976.500000 Penalty: 5276.741699
	Iteration 52Q: 3 clusters Score -4715976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4715990.000000 Penalty: 5276.741699
	Iteration 53Q: 3 clusters Score -4715990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4715991.500000 Penalty: 5276.741699
	Iteration 54Q: 3 clusters Score -4715992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4715999.000000 Penalty: 5276.741699
	Iteration 55Q: 3 clusters Score -4715999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4716001.500000 Penalty: 5276.741699
	Iteration 56Q: 3 clusters Score -4716002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4716012.000000 Penalty: 5276.741699
	Iteration 57Q: 3 clusters Score -4716012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4716025.500000 Penalty: 5276.741699
	Iteration 58Q: 3 clusters Score -4716026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4716025.000000 Penalty: 5276.741699
	Iteration 59Q: 3 clusters Score -4716025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4716030.000000 Penalty: 5276.741699
	Iteration 60F: 3 clusters Score -4716030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4716031.000000 Penalty: 5276.741699
	Iteration 61Q: 3 clusters Score -4716031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4716036.000000 Penalty: 5276.741699
	Iteration 62Q: 3 clusters Score -4716036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4716055.000000 Penalty: 5276.741699
	Iteration 63Q: 3 clusters Score -4716055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4716060.500000 Penalty: 5276.741699
	Iteration 64Q: 3 clusters Score -4716060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4716054.500000 Penalty: 5276.741699
	Iteration 65Q: 3 clusters Score -4716054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4716056.500000 Penalty: 5276.741699
	Iteration 66Q: 3 clusters Score -4716056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4716056.000000 Penalty: 5276.741699
	Iteration 67Q: 3 clusters Score -4716056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4716063.000000 Penalty: 5276.741699
	Iteration 68Q: 3 clusters Score -4716063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4716063.000000 Penalty: 5276.741699
	Iteration 69Q: 3 clusters Score -4716063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4716065.500000 Penalty: 5276.741699
	Iteration 70Q: 3 clusters Score -4716066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4716067.000000 Penalty: 5276.741699
	Iteration 71Q: 3 clusters Score -4716067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4716069.500000 Penalty: 5276.741699
	Iteration 72Q: 3 clusters Score -4716070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4716063.500000 Penalty: 5276.741699
	Iteration 73Q: 3 clusters Score -4716064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4716066.000000 Penalty: 5276.741699
	Iteration 74Q: 3 clusters Score -4716066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4716075.000000 Penalty: 5276.741699
	Iteration 75Q: 3 clusters Score -4716075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4716075.500000 Penalty: 5276.741699
	Iteration 76Q: 3 clusters Score -4716076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4716072.000000 Penalty: 5276.741699
	Iteration 77Q: 3 clusters Score -4716072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4716072.000000 Penalty: 5276.741699
	Iteration 78F: 3 clusters Score -4716072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -392655.750000 Penalty: 2034.487305
	Iteration 0F: 2 clusters Score -392655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -388958.062500 Penalty: 4068.974609
	Iteration 0F: 3 clusters Score -388958.1 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -389763.968750 Penalty: 4068.974609
	Iteration 1F: 3 clusters Score -389764 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -389928.531250 Penalty: 4068.974609
	Iteration 2F: 3 clusters Score -389928.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390031.468750 Penalty: 4068.974609
	Iteration 3Q: 3 clusters Score -390031.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -390100.875000 Penalty: 4068.974609
	Iteration 4Q: 3 clusters Score -390100.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -390170.281250 Penalty: 4068.974609
	Iteration 5Q: 3 clusters Score -390170.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -390252.031250 Penalty: 4068.974609
	Iteration 6Q: 3 clusters Score -390252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -390336.906250 Penalty: 4068.974609
	Iteration 7Q: 3 clusters Score -390336.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -390432.750000 Penalty: 4068.974609
	Iteration 8Q: 3 clusters Score -390432.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -390524.593750 Penalty: 4068.974609
	Iteration 9Q: 3 clusters Score -390524.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -390591.000000 Penalty: 4068.974609
	Iteration 10Q: 3 clusters Score -390591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -390638.531250 Penalty: 4068.974609
	Iteration 11Q: 3 clusters Score -390638.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -390679.718750 Penalty: 4068.974609
	Iteration 12Q: 3 clusters Score -390679.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -390711.875000 Penalty: 4068.974609
	Iteration 13Q: 3 clusters Score -390711.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -390739.187500 Penalty: 4068.974609
	Iteration 14Q: 3 clusters Score -390739.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -390762.281250 Penalty: 4068.974609
	Iteration 15Q: 3 clusters Score -390762.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -390780.093750 Penalty: 4068.974609
	Iteration 16Q: 3 clusters Score -390780.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -390792.937500 Penalty: 4068.974609
	Iteration 17Q: 3 clusters Score -390792.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -390807.687500 Penalty: 4068.974609
	Iteration 18Q: 3 clusters Score -390807.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -390822.250000 Penalty: 4068.974609
	Iteration 19Q: 3 clusters Score -390822.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -390833.437500 Penalty: 4068.974609
	Iteration 20F: 3 clusters Score -390833.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -390839.906250 Penalty: 4068.974609
	Iteration 21Q: 3 clusters Score -390839.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -390847.218750 Penalty: 4068.974609
	Iteration 22Q: 3 clusters Score -390847.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -390857.062500 Penalty: 4068.974609
	Iteration 23Q: 3 clusters Score -390857.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -390867.687500 Penalty: 4068.974609
	Iteration 24Q: 3 clusters Score -390867.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -390874.906250 Penalty: 4068.974609
	Iteration 25Q: 3 clusters Score -390874.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -390882.843750 Penalty: 4068.974609
	Iteration 26Q: 3 clusters Score -390882.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -390891.656250 Penalty: 4068.974609
	Iteration 27Q: 3 clusters Score -390891.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -390898.062500 Penalty: 4068.974609
	Iteration 28Q: 3 clusters Score -390898.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -390906.031250 Penalty: 4068.974609
	Iteration 29Q: 3 clusters Score -390906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -390912.218750 Penalty: 4068.974609
	Iteration 30Q: 3 clusters Score -390912.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -390918.531250 Penalty: 4068.974609
	Iteration 31Q: 3 clusters Score -390918.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -390926.656250 Penalty: 4068.974609
	Iteration 32Q: 3 clusters Score -390926.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -390935.000000 Penalty: 4068.974609
	Iteration 33Q: 3 clusters Score -390935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -390945.343750 Penalty: 4068.974609
	Iteration 34Q: 3 clusters Score -390945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -390953.531250 Penalty: 4068.974609
	Iteration 35Q: 3 clusters Score -390953.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -390963.437500 Penalty: 4068.974609
	Iteration 36Q: 3 clusters Score -390963.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -390973.656250 Penalty: 4068.974609
	Iteration 37Q: 3 clusters Score -390973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -390980.500000 Penalty: 4068.974609
	Iteration 38Q: 3 clusters Score -390980.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -390987.750000 Penalty: 4068.974609
	Iteration 39Q: 3 clusters Score -390987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -390993.687500 Penalty: 4068.974609
	Iteration 40F: 3 clusters Score -390993.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -391002.187500 Penalty: 4068.974609
	Iteration 41Q: 3 clusters Score -391002.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -391018.656250 Penalty: 4068.974609
	Iteration 42Q: 3 clusters Score -391018.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -391031.406250 Penalty: 4068.974609
	Iteration 43Q: 3 clusters Score -391031.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -391040.625000 Penalty: 4068.974609
	Iteration 44Q: 3 clusters Score -391040.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -391048.406250 Penalty: 4068.974609
	Iteration 45Q: 3 clusters Score -391048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -391054.937500 Penalty: 4068.974609
	Iteration 46Q: 3 clusters Score -391054.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -391058.625000 Penalty: 4068.974609
	Iteration 47Q: 3 clusters Score -391058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -391062.156250 Penalty: 4068.974609
	Iteration 48Q: 3 clusters Score -391062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -391068.000000 Penalty: 4068.974609
	Iteration 49Q: 3 clusters Score -391068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -391080.000000 Penalty: 4068.974609
	Iteration 50Q: 3 clusters Score -391080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -391090.437500 Penalty: 4068.974609
	Iteration 51Q: 3 clusters Score -391090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -391094.968750 Penalty: 4068.974609
	Iteration 52Q: 3 clusters Score -391095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -391098.625000 Penalty: 4068.974609
	Iteration 53Q: 3 clusters Score -391098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -391100.687500 Penalty: 4068.974609
	Iteration 54Q: 3 clusters Score -391100.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -391105.531250 Penalty: 4068.974609
	Iteration 55Q: 3 clusters Score -391105.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -391115.125000 Penalty: 4068.974609
	Iteration 56Q: 3 clusters Score -391115.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -391129.125000 Penalty: 4068.974609
	Iteration 57Q: 3 clusters Score -391129.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -391143.218750 Penalty: 4068.974609
	Iteration 58Q: 3 clusters Score -391143.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -391154.875000 Penalty: 4068.974609
	Iteration 59Q: 3 clusters Score -391154.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -391164.718750 Penalty: 4068.974609
	Iteration 60F: 3 clusters Score -391164.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -391175.937500 Penalty: 4068.974609
	Iteration 61Q: 3 clusters Score -391175.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -391189.406250 Penalty: 4068.974609
	Iteration 62Q: 3 clusters Score -391189.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -391203.687500 Penalty: 4068.974609
	Iteration 63Q: 3 clusters Score -391203.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -391217.093750 Penalty: 4068.974609
	Iteration 64Q: 3 clusters Score -391217.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -391232.531250 Penalty: 4068.974609
	Iteration 65Q: 3 clusters Score -391232.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -391240.656250 Penalty: 4068.974609
	Iteration 66Q: 3 clusters Score -391240.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -391246.562500 Penalty: 4068.974609
	Iteration 67Q: 3 clusters Score -391246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -391249.468750 Penalty: 4068.974609
	Iteration 68Q: 3 clusters Score -391249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -391254.125000 Penalty: 4068.974609
	Iteration 69Q: 3 clusters Score -391254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -391256.625000 Penalty: 4068.974609
	Iteration 70Q: 3 clusters Score -391256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -391258.906250 Penalty: 4068.974609
	Iteration 71Q: 3 clusters Score -391258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -391260.593750 Penalty: 4068.974609
	Iteration 72Q: 3 clusters Score -391260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -391264.812500 Penalty: 4068.974609
	Iteration 73Q: 3 clusters Score -391264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -391267.687500 Penalty: 4068.974609
	Iteration 74Q: 3 clusters Score -391267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -391270.562500 Penalty: 4068.974609
	Iteration 75Q: 3 clusters Score -391270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -391273.718750 Penalty: 4068.974609
	Iteration 76Q: 3 clusters Score -391273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -391275.125000 Penalty: 4068.974609
	Iteration 77Q: 3 clusters Score -391275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -391276.062500 Penalty: 4068.974609
	Iteration 78Q: 3 clusters Score -391276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -391276.062500 Penalty: 4068.974609
	Iteration 79F: 3 clusters Score -391276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Entering Unmasked Estep 
Score: -1047740.250000 Penalty: 2266.406738
	Iteration 0F: 2 clusters Score -1047740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1040483.187500 Penalty: 4532.813477
	Iteration 0F: 3 clusters Score -1040483 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1042583.187500 Penalty: 4532.813477
	Iteration 1F: 3 clusters Score -1042583 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1042892.625000 Penalty: 4532.813477
	Iteration 2F: 3 clusters Score -1042893 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1043087.687500 Penalty: 4532.813477
	Iteration 3F: 3 clusters Score -1043088 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1043247.062500 Penalty: 4532.813477
	Iteration 4Q: 3 clusters Score -1043247 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1043387.875000 Penalty: 4532.813477
	Iteration 5Q: 3 clusters Score -1043388 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1043520.812500 Penalty: 4532.813477
	Iteration 6Q: 3 clusters Score -1043521 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1043690.000000 Penalty: 4532.813477
	Iteration 7Q: 3 clusters Score -1043690 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1043899.000000 Penalty: 4532.813477
	Iteration 8Q: 3 clusters Score -1043899 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1044176.625000 Penalty: 4532.813477
	Iteration 9Q: 3 clusters Score -1044177 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1044567.500000 Penalty: 4532.813477
	Iteration 10Q: 3 clusters Score -1044568 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1044979.875000 Penalty: 4532.813477
	Iteration 11F: 3 clusters Score -1044980 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1045436.187500 Penalty: 4532.813477
	Iteration 12F: 3 clusters Score -1045436 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1045829.625000 Penalty: 4532.813477
	Iteration 13Q: 3 clusters Score -1045830 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1046095.625000 Penalty: 4532.813477
	Iteration 14Q: 3 clusters Score -1046096 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1046269.937500 Penalty: 4532.813477
	Iteration 15Q: 3 clusters Score -1046270 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1046372.000000 Penalty: 4532.813477
	Iteration 16Q: 3 clusters Score -1046372 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1046439.000000 Penalty: 4532.813477
	Iteration 17Q: 3 clusters Score -1046439 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1046481.437500 Penalty: 4532.813477
	Iteration 18Q: 3 clusters Score -1046481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1046524.312500 Penalty: 4532.813477
	Iteration 19Q: 3 clusters Score -1046524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1046564.562500 Penalty: 4532.813477
	Iteration 20F: 3 clusters Score -1046565 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1046602.375000 Penalty: 4532.813477
	Iteration 21Q: 3 clusters Score -1046602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1046625.750000 Penalty: 4532.813477
	Iteration 22Q: 3 clusters Score -1046626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1046648.375000 Penalty: 4532.813477
	Iteration 23Q: 3 clusters Score -1046648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1046679.750000 Penalty: 4532.813477
	Iteration 24Q: 3 clusters Score -1046680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1046709.375000 Penalty: 4532.813477
	Iteration 25Q: 3 clusters Score -1046709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1046735.000000 Penalty: 4532.813477
	Iteration 26Q: 3 clusters Score -1046735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1046764.250000 Penalty: 4532.813477
	Iteration 27Q: 3 clusters Score -1046764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1046788.125000 Penalty: 4532.813477
	Iteration 28Q: 3 clusters Score -1046788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1046824.812500 Penalty: 4532.813477
	Iteration 29Q: 3 clusters Score -1046825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1046857.375000 Penalty: 4532.813477
	Iteration 30Q: 3 clusters Score -1046857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1046891.375000 Penalty: 4532.813477
	Iteration 31Q: 3 clusters Score -1046891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1046923.812500 Penalty: 4532.813477
	Iteration 32Q: 3 clusters Score -1046924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1046945.625000 Penalty: 4532.813477
	Iteration 33Q: 3 clusters Score -1046946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1046953.937500 Penalty: 4532.813477
	Iteration 34Q: 3 clusters Score -1046954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1046960.875000 Penalty: 4532.813477
	Iteration 35Q: 3 clusters Score -1046961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1046966.375000 Penalty: 4532.813477
	Iteration 36Q: 3 clusters Score -1046966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1046968.250000 Penalty: 4532.813477
	Iteration 37Q: 3 clusters Score -1046968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1046967.000000 Penalty: 4532.813477
	Iteration 38Q: 3 clusters Score -1046967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1046966.187500 Penalty: 4532.813477
	Iteration 39Q: 3 clusters Score -1046966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1046977.500000 Penalty: 4532.813477
	Iteration 40F: 3 clusters Score -1046978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1046982.062500 Penalty: 4532.813477
	Iteration 41Q: 3 clusters Score -1046982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1046982.937500 Penalty: 4532.813477
	Iteration 42Q: 3 clusters Score -1046983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1046983.937500 Penalty: 4532.813477
	Iteration 43Q: 3 clusters Score -1046984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1046983.750000 Penalty: 4532.813477
	Iteration 44Q: 3 clusters Score -1046984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1046984.562500 Penalty: 4532.813477
	Iteration 45Q: 3 clusters Score -1046985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1046985.750000 Penalty: 4532.813477
	Iteration 46Q: 3 clusters Score -1046986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1046988.000000 Penalty: 4532.813477
	Iteration 47Q: 3 clusters Score -1046988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1046986.687500 Penalty: 4532.813477
	Iteration 48Q: 3 clusters Score -1046987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1046986.812500 Penalty: 4532.813477
	Iteration 49Q: 3 clusters Score -1046987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1046988.750000 Penalty: 4532.813477
	Iteration 50Q: 3 clusters Score -1046989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1046989.500000 Penalty: 4532.813477
	Iteration 51Q: 3 clusters Score -1046990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1046990.562500 Penalty: 4532.813477
	Iteration 52Q: 3 clusters Score -1046991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1046989.937500 Penalty: 4532.813477
	Iteration 53Q: 3 clusters Score -1046990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1046993.937500 Penalty: 4532.813477
	Iteration 54Q: 3 clusters Score -1046994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1046992.812500 Penalty: 4532.813477
	Iteration 55Q: 3 clusters Score -1046993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1046992.062500 Penalty: 4532.813477
	Iteration 56Q: 3 clusters Score -1046992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1046993.062500 Penalty: 4532.813477
	Iteration 57Q: 3 clusters Score -1046993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1046993.062500 Penalty: 4532.813477
	Iteration 58F: 3 clusters Score -1046993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Entering Unmasked Estep 
Score: -4456707.000000 Penalty: 2622.644775
	Iteration 0F: 2 clusters Score -4456707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4430305.000000 Penalty: 5245.289551
	Iteration 0F: 3 clusters Score -4430305 nChanged 17862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4440112.000000 Penalty: 5245.289551
	Iteration 1F: 3 clusters Score -4440112 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4440769.000000 Penalty: 5245.289551
	Iteration 2Q: 3 clusters Score -4440769 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4441469.000000 Penalty: 5245.289551
	Iteration 3Q: 3 clusters Score -4441469 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4442232.000000 Penalty: 5245.289551
	Iteration 4Q: 3 clusters Score -4442232 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4443134.000000 Penalty: 5245.289551
	Iteration 5Q: 3 clusters Score -4443134 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4444100.500000 Penalty: 5245.289551
	Iteration 6Q: 3 clusters Score -4444100 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4445086.500000 Penalty: 5245.289551
	Iteration 7F: 3 clusters Score -4445086 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4446156.000000 Penalty: 5245.289551
	Iteration 8F: 3 clusters Score -4446156 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4447264.500000 Penalty: 5245.289551
	Iteration 9F: 3 clusters Score -4447264 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4448281.000000 Penalty: 5245.289551
	Iteration 10Q: 3 clusters Score -4448281 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4449132.500000 Penalty: 5245.289551
	Iteration 11Q: 3 clusters Score -4449132 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4449723.000000 Penalty: 5245.289551
	Iteration 12Q: 3 clusters Score -4449723 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4450130.500000 Penalty: 5245.289551
	Iteration 13Q: 3 clusters Score -4450130 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4450393.500000 Penalty: 5245.289551
	Iteration 14Q: 3 clusters Score -4450394 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -4450591.000000 Penalty: 5245.289551
	Iteration 15Q: 3 clusters Score -4450591 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -4450688.500000 Penalty: 5245.289551
	Iteration 16Q: 3 clusters Score -4450688 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -4450797.000000 Penalty: 5245.289551
	Iteration 17Q: 3 clusters Score -4450797 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4450907.500000 Penalty: 5245.289551
	Iteration 18Q: 3 clusters Score -4450908 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4450976.500000 Penalty: 5245.289551
	Iteration 19Q: 3 clusters Score -4450976 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4451018.500000 Penalty: 5245.289551
	Iteration 20F: 3 clusters Score -4451018 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4451100.000000 Penalty: 5245.289551
	Iteration 21Q: 3 clusters Score -4451100 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -4451178.000000 Penalty: 5245.289551
	Iteration 22Q: 3 clusters Score -4451178 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4451216.000000 Penalty: 5245.289551
	Iteration 23Q: 3 clusters Score -4451216 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4451272.500000 Penalty: 5245.289551
	Iteration 24Q: 3 clusters Score -4451272 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -4451348.500000 Penalty: 5245.289551
	Iteration 25Q: 3 clusters Score -4451348 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4451425.500000 Penalty: 5245.289551
	Iteration 26Q: 3 clusters Score -4451426 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -4451495.500000 Penalty: 5245.289551
	Iteration 27Q: 3 clusters Score -4451496 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4451570.000000 Penalty: 5245.289551
	Iteration 28Q: 3 clusters Score -4451570 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -4451637.500000 Penalty: 5245.289551
	Iteration 29Q: 3 clusters Score -4451638 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4451742.500000 Penalty: 5245.289551
	Iteration 30Q: 3 clusters Score -4451742 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -4451870.000000 Penalty: 5245.289551
	Iteration 31Q: 3 clusters Score -4451870 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -4451986.500000 Penalty: 5245.289551
	Iteration 32Q: 3 clusters Score -4451986 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4452078.500000 Penalty: 5245.289551
	Iteration 33Q: 3 clusters Score -4452078 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4452192.500000 Penalty: 5245.289551
	Iteration 34Q: 3 clusters Score -4452192 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -4452309.000000 Penalty: 5245.289551
	Iteration 35Q: 3 clusters Score -4452309 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4452425.500000 Penalty: 5245.289551
	Iteration 36Q: 3 clusters Score -4452426 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4452559.000000 Penalty: 5245.289551
	Iteration 37Q: 3 clusters Score -4452559 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -4452663.000000 Penalty: 5245.289551
	Iteration 38Q: 3 clusters Score -4452663 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4452794.500000 Penalty: 5245.289551
	Iteration 39Q: 3 clusters Score -4452794 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4452931.000000 Penalty: 5245.289551
	Iteration 40F: 3 clusters Score -4452931 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4453080.000000 Penalty: 5245.289551
	Iteration 41Q: 3 clusters Score -4453080 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4453237.500000 Penalty: 5245.289551
	Iteration 42Q: 3 clusters Score -4453238 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4453372.000000 Penalty: 5245.289551
	Iteration 43Q: 3 clusters Score -4453372 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4453473.500000 Penalty: 5245.289551
	Iteration 44Q: 3 clusters Score -4453474 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4453609.500000 Penalty: 5245.289551
	Iteration 45Q: 3 clusters Score -4453610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4453714.000000 Penalty: 5245.289551
	Iteration 46Q: 3 clusters Score -4453714 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4453793.000000 Penalty: 5245.289551
	Iteration 47Q: 3 clusters Score -4453793 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4453857.500000 Penalty: 5245.289551
	Iteration 48Q: 3 clusters Score -4453858 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4453950.000000 Penalty: 5245.289551
	Iteration 49Q: 3 clusters Score -4453950 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4454013.500000 Penalty: 5245.289551
	Iteration 50Q: 3 clusters Score -4454014 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4454057.500000 Penalty: 5245.289551
	Iteration 51Q: 3 clusters Score -4454058 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -4454119.500000 Penalty: 5245.289551
	Iteration 52Q: 3 clusters Score -4454120 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4454188.000000 Penalty: 5245.289551
	Iteration 53Q: 3 clusters Score -4454188 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4454239.500000 Penalty: 5245.289551
	Iteration 54Q: 3 clusters Score -4454240 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4454301.000000 Penalty: 5245.289551
	Iteration 55Q: 3 clusters Score -4454301 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4454332.000000 Penalty: 5245.289551
	Iteration 56Q: 3 clusters Score -4454332 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4454359.500000 Penalty: 5245.289551
	Iteration 57Q: 3 clusters Score -4454360 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4454384.500000 Penalty: 5245.289551
	Iteration 58Q: 3 clusters Score -4454384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4454425.000000 Penalty: 5245.289551
	Iteration 59Q: 3 clusters Score -4454425 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4454449.000000 Penalty: 5245.289551
	Iteration 60F: 3 clusters Score -4454449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4454466.000000 Penalty: 5245.289551
	Iteration 61Q: 3 clusters Score -4454466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4454496.500000 Penalty: 5245.289551
	Iteration 62Q: 3 clusters Score -4454496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4454515.500000 Penalty: 5245.289551
	Iteration 63Q: 3 clusters Score -4454516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4454530.000000 Penalty: 5245.289551
	Iteration 64Q: 3 clusters Score -4454530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -4454548.000000 Penalty: 5245.289551
	Iteration 65Q: 3 clusters Score -4454548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4454560.500000 Penalty: 5245.289551
	Iteration 66Q: 3 clusters Score -4454560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4454572.500000 Penalty: 5245.289551
	Iteration 67Q: 3 clusters Score -4454572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4454587.500000 Penalty: 5245.289551
	Iteration 68Q: 3 clusters Score -4454588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4454596.500000 Penalty: 5245.289551
	Iteration 69Q: 3 clusters Score -4454596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4454618.000000 Penalty: 5245.289551
	Iteration 70Q: 3 clusters Score -4454618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -4454618.500000 Penalty: 5245.289551
	Iteration 71Q: 3 clusters Score -4454618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -4454623.500000 Penalty: 5245.289551
	Iteration 72Q: 3 clusters Score -4454624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4454621.500000 Penalty: 5245.289551
	Iteration 73Q: 3 clusters Score -4454622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4454630.000000 Penalty: 5245.289551
	Iteration 74Q: 3 clusters Score -4454630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4454638.000000 Penalty: 5245.289551
	Iteration 75Q: 3 clusters Score -4454638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -4454646.000000 Penalty: 5245.289551
	Iteration 76Q: 3 clusters Score -4454646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4454657.500000 Penalty: 5245.289551
	Iteration 77Q: 3 clusters Score -4454658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4454665.500000 Penalty: 5245.289551
	Iteration 78Q: 3 clusters Score -4454666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4454671.500000 Penalty: 5245.289551
	Iteration 79Q: 3 clusters Score -4454672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4454673.000000 Penalty: 5245.289551
	Iteration 80F: 3 clusters Score -4454673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4454685.500000 Penalty: 5245.289551
	Iteration 81Q: 3 clusters Score -4454686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4454686.500000 Penalty: 5245.289551
	Iteration 82Q: 3 clusters Score -4454686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4454690.500000 Penalty: 5245.289551
	Iteration 83Q: 3 clusters Score -4454690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4454696.000000 Penalty: 5245.289551
	Iteration 84Q: 3 clusters Score -4454696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4454693.500000 Penalty: 5245.289551
	Iteration 85Q: 3 clusters Score -4454694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4454700.500000 Penalty: 5245.289551
	Iteration 86Q: 3 clusters Score -4454700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4454708.500000 Penalty: 5245.289551
	Iteration 87Q: 3 clusters Score -4454708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4454712.000000 Penalty: 5245.289551
	Iteration 88Q: 3 clusters Score -4454712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -4454712.500000 Penalty: 5245.289551
	Iteration 89Q: 3 clusters Score -4454712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4454712.500000 Penalty: 5245.289551
	Iteration 90Q: 3 clusters Score -4454712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4454721.500000 Penalty: 5245.289551
	Iteration 91Q: 3 clusters Score -4454722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -4454726.500000 Penalty: 5245.289551
	Iteration 92Q: 3 clusters Score -4454726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4454730.000000 Penalty: 5245.289551
	Iteration 93Q: 3 clusters Score -4454730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -4454738.500000 Penalty: 5245.289551
	Iteration 94Q: 3 clusters Score -4454738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -4454752.500000 Penalty: 5245.289551
	Iteration 95Q: 3 clusters Score -4454752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4454765.000000 Penalty: 5245.289551
	Iteration 96Q: 3 clusters Score -4454765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -4454762.000000 Penalty: 5245.289551
	Iteration 97Q: 3 clusters Score -4454762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4454772.000000 Penalty: 5245.289551
	Iteration 98Q: 3 clusters Score -4454772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4454780.500000 Penalty: 5245.289551
	Iteration 99Q: 3 clusters Score -4454780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4454786.500000 Penalty: 5245.289551
	Iteration 100F: 3 clusters Score -4454786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -4454788.000000 Penalty: 5245.289551
	Iteration 101Q: 3 clusters Score -4454788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4454790.000000 Penalty: 5245.289551
	Iteration 102Q: 3 clusters Score -4454790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4454786.500000 Penalty: 5245.289551
	Iteration 103Q: 3 clusters Score -4454786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4454793.500000 Penalty: 5245.289551
	Iteration 104Q: 3 clusters Score -4454794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4454797.000000 Penalty: 5245.289551
	Iteration 105Q: 3 clusters Score -4454797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4454799.000000 Penalty: 5245.289551
	Iteration 106Q: 3 clusters Score -4454799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4454801.000000 Penalty: 5245.289551
	Iteration 107Q: 3 clusters Score -4454801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4454798.000000 Penalty: 5245.289551
	Iteration 108Q: 3 clusters Score -4454798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4454799.500000 Penalty: 5245.289551
	Iteration 109Q: 3 clusters Score -4454800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -4454795.500000 Penalty: 5245.289551
	Iteration 110Q: 3 clusters Score -4454796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -4454803.500000 Penalty: 5245.289551
	Iteration 111Q: 3 clusters Score -4454804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4454806.500000 Penalty: 5245.289551
	Iteration 112Q: 3 clusters Score -4454806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -4454804.000000 Penalty: 5245.289551
	Iteration 113Q: 3 clusters Score -4454804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -4454805.500000 Penalty: 5245.289551
	Iteration 114Q: 3 clusters Score -4454806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -4454810.000000 Penalty: 5245.289551
	Iteration 115Q: 3 clusters Score -4454810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4454813.000000 Penalty: 5245.289551
	Iteration 116Q: 3 clusters Score -4454813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4454813.000000 Penalty: 5245.289551
	Iteration 117F: 3 clusters Score -4454813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Entering Unmasked Estep 
Score: -5731216.500000 Penalty: 2693.217773
	Iteration 0F: 2 clusters Score -5731216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5695913.000000 Penalty: 5386.435547
	Iteration 0F: 3 clusters Score -5695913 nChanged 24344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -5709413.000000 Penalty: 5386.435547
	Iteration 1F: 3 clusters Score -5709413 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5709918.000000 Penalty: 5386.435547
	Iteration 2Q: 3 clusters Score -5709918 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5710472.000000 Penalty: 5386.435547
	Iteration 3Q: 3 clusters Score -5710472 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -5711240.000000 Penalty: 5386.435547
	Iteration 4Q: 3 clusters Score -5711240 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -5712305.500000 Penalty: 5386.435547
	Iteration 5Q: 3 clusters Score -5712306 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -5714136.000000 Penalty: 5386.435547
	Iteration 6F: 3 clusters Score -5714136 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5716993.000000 Penalty: 5386.435547
	Iteration 7F: 3 clusters Score -5716993 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -5721028.500000 Penalty: 5386.435547
	Iteration 8F: 3 clusters Score -5721028 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5724782.000000 Penalty: 5386.435547
	Iteration 9F: 3 clusters Score -5724782 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -5727194.000000 Penalty: 5386.435547
	Iteration 10Q: 3 clusters Score -5727194 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -5728233.000000 Penalty: 5386.435547
	Iteration 11Q: 3 clusters Score -5728233 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -5728566.500000 Penalty: 5386.435547
	Iteration 12Q: 3 clusters Score -5728566 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -5728694.500000 Penalty: 5386.435547
	Iteration 13Q: 3 clusters Score -5728694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -5728795.000000 Penalty: 5386.435547
	Iteration 14Q: 3 clusters Score -5728795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -5728840.000000 Penalty: 5386.435547
	Iteration 15Q: 3 clusters Score -5728840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -5728860.000000 Penalty: 5386.435547
	Iteration 16Q: 3 clusters Score -5728860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -5728865.500000 Penalty: 5386.435547
	Iteration 17Q: 3 clusters Score -5728866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -5728878.000000 Penalty: 5386.435547
	Iteration 18Q: 3 clusters Score -5728878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -5728878.000000 Penalty: 5386.435547
	Iteration 19F: 3 clusters Score -5728878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101569.867188 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -101569.9 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 465 members 
Entering Unmasked Estep 
Score: -99662.164062 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -99662.16 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99929.375000 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -99929.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100029.429688 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -100029.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100093.054688 Penalty: 3407.546387
	Iteration 3Q: 3 clusters Score -100093.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100132.218750 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -100132.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100170.585938 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -100170.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100245.382812 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -100245.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100389.343750 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -100389.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100585.929688 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -100585.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100992.937500 Penalty: 3407.546387
	Iteration 9F: 3 clusters Score -100992.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101209.687500 Penalty: 3407.546387
	Iteration 10F: 3 clusters Score -101209.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101307.101562 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -101307.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101361.054688 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -101361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101389.882812 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -101389.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101430.265625 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -101430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -101458.640625 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -101458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -101468.312500 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -101468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -101474.445312 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -101474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -101477.273438 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -101477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101478.648438 Penalty: 3407.546387
	Iteration 19Q: 3 clusters Score -101478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -101480.234375 Penalty: 3407.546387
	Iteration 20F: 3 clusters Score -101480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22422.419922 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22422.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22519.585938 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22519.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22552.738281 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22552.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22565.279297 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22565.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22565.279297 Penalty: 2716.325684
	Iteration 4F: 3 clusters Score -22565.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 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 419 members 
Entering Unmasked Estep 
Score: -81064.125000 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81064.12 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81347.914062 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81347.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81443.929688 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81443.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81481.992188 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -81481.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81514.171875 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -81514.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81539.257812 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -81539.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81566.359375 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -81566.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81594.187500 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -81594.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81618.828125 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -81618.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81639.062500 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -81639.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81651.976562 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -81651.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81670.742188 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -81670.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81680.921875 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -81680.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81690.664062 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -81690.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81702.382812 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -81702.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81720.179688 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -81720.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81738.757812 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -81738.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81757.882812 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -81757.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81765.250000 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -81765.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -81773.406250 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -81773.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81776.515625 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -81776.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81778.843750 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -81778.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81778.843750 Penalty: 3322.340820
	Iteration 22F: 3 clusters Score -81778.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 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 155 members 
Entering Unmasked Estep 
Score: -30450.650391 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30450.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30569.375000 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30569.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30598.164062 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30598.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30603.642578 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30603.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30606.027344 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30606.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30606.027344 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -30606.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -122803.351562 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -122803.4 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 564 members 
Entering Unmasked Estep 
Score: -120755.429688 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -120755.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121080.101562 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -121080.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121184.726562 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -121184.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121216.765625 Penalty: 3479.347900
	Iteration 3Q: 3 clusters Score -121216.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -121234.382812 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -121234.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121248.304688 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -121248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -121251.656250 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -121251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121253.406250 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -121253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121253.406250 Penalty: 3479.347900
	Iteration 8F: 3 clusters Score -121253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -642560.812500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -642560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -637298.750000 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -637298.8 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -638620.625000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -638620.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -638853.437500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -638853.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -639009.187500 Penalty: 4333.059570
	Iteration 3Q: 3 clusters Score -639009.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -639137.000000 Penalty: 4333.059570
	Iteration 4Q: 3 clusters Score -639137 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -639250.000000 Penalty: 4333.059570
	Iteration 5Q: 3 clusters Score -639250 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -639376.375000 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -639376.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -639510.250000 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -639510.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -639644.687500 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -639644.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -639761.625000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -639761.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -639864.312500 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -639864.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -639946.500000 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -639946.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -640047.875000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -640047.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -640173.250000 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -640173.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -640282.687500 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -640282.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -640381.375000 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -640381.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -640468.125000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -640468.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -640552.937500 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -640552.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -640622.812500 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -640622.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -640664.187500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -640664.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -640699.437500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -640699.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -640722.625000 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -640722.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -640742.125000 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -640742.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -640754.125000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -640754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -640769.125000 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -640769.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -640779.375000 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -640779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -640789.687500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -640789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -640794.375000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -640794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -640798.625000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -640798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -640806.125000 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -640806.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -640811.125000 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -640811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -640813.562500 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -640813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -640815.937500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -640815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -640820.125000 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -640820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -640819.687500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -640819.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -640821.562500 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -640821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -640822.312500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -640822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -640824.687500 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -640824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -640825.875000 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -640825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -640826.812500 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -640826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -640826.812500 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -640826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -503549.156250 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -503549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -499370.031250 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -499370 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -500389.250000 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -500389.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -500736.312500 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -500736.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -501166.375000 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -501166.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -501551.937500 Penalty: 4167.617676
	Iteration 4F: 3 clusters Score -501551.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -502019.375000 Penalty: 4167.617676
	Iteration 5F: 3 clusters Score -502019.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -502661.656250 Penalty: 4167.617676
	Iteration 6F: 3 clusters Score -502661.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -503292.531250 Penalty: 4167.617676
	Iteration 7F: 3 clusters Score -503292.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -503599.843750 Penalty: 4167.617676
	Iteration 8F: 3 clusters Score -503599.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -503735.437500 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -503735.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -503813.093750 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -503813.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -503866.125000 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -503866.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -503901.562500 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -503901.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -503919.781250 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -503919.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -503934.656250 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -503934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -503947.125000 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -503947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -503956.781250 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -503956.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -503960.562500 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -503960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -503964.968750 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -503965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -503966.968750 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -503967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -503968.718750 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -503968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -503969.187500 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -503969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -503971.281250 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -503971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -503971.875000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -503971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -503971.875000 Penalty: 4167.617676
	Iteration 24F: 3 clusters Score -503971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 39151 members 
Mstep: Class 5 contains 52039 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 18247 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 868 members 
Mstep: Class 18 contains 251467 members 
Mstep: Class 19 contains 50736 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 243353 members 
Entering Unmasked Estep 
Score: -88571328.000000 Penalty: 70802.812500
Splitting cluster 12 changes total score from -88572296.000000 to -88571328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -644545.687500 Penalty: 2147.097412
	Iteration 0F: 2 clusters Score -644545.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -639547.812500 Penalty: 4294.194824
	Iteration 0F: 3 clusters Score -639547.8 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -640731.750000 Penalty: 4294.194824
	Iteration 1F: 3 clusters Score -640731.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -640984.187500 Penalty: 4294.194824
	Iteration 2F: 3 clusters Score -640984.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -641150.437500 Penalty: 4294.194824
	Iteration 3F: 3 clusters Score -641150.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -641277.000000 Penalty: 4294.194824
	Iteration 4Q: 3 clusters Score -641277 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -641391.312500 Penalty: 4294.194824
	Iteration 5Q: 3 clusters Score -641391.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -641502.500000 Penalty: 4294.194824
	Iteration 6Q: 3 clusters Score -641502.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -641612.562500 Penalty: 4294.194824
	Iteration 7Q: 3 clusters Score -641612.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -641717.312500 Penalty: 4294.194824
	Iteration 8Q: 3 clusters Score -641717.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -641821.812500 Penalty: 4294.194824
	Iteration 9Q: 3 clusters Score -641821.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -641940.562500 Penalty: 4294.194824
	Iteration 10Q: 3 clusters Score -641940.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -642041.437500 Penalty: 4294.194824
	Iteration 11Q: 3 clusters Score -642041.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -642142.125000 Penalty: 4294.194824
	Iteration 12Q: 3 clusters Score -642142.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -642254.437500 Penalty: 4294.194824
	Iteration 13Q: 3 clusters Score -642254.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -642355.750000 Penalty: 4294.194824
	Iteration 14Q: 3 clusters Score -642355.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -642440.062500 Penalty: 4294.194824
	Iteration 15Q: 3 clusters Score -642440.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -642524.812500 Penalty: 4294.194824
	Iteration 16Q: 3 clusters Score -642524.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -642590.937500 Penalty: 4294.194824
	Iteration 17Q: 3 clusters Score -642590.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -642655.062500 Penalty: 4294.194824
	Iteration 18Q: 3 clusters Score -642655.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -642715.187500 Penalty: 4294.194824
	Iteration 19Q: 3 clusters Score -642715.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -642767.312500 Penalty: 4294.194824
	Iteration 20F: 3 clusters Score -642767.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -642807.187500 Penalty: 4294.194824
	Iteration 21Q: 3 clusters Score -642807.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -642848.125000 Penalty: 4294.194824
	Iteration 22Q: 3 clusters Score -642848.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -642894.250000 Penalty: 4294.194824
	Iteration 23Q: 3 clusters Score -642894.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -642923.250000 Penalty: 4294.194824
	Iteration 24Q: 3 clusters Score -642923.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -642961.187500 Penalty: 4294.194824
	Iteration 25Q: 3 clusters Score -642961.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -642988.125000 Penalty: 4294.194824
	Iteration 26Q: 3 clusters Score -642988.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -643002.250000 Penalty: 4294.194824
	Iteration 27Q: 3 clusters Score -643002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -643010.875000 Penalty: 4294.194824
	Iteration 28Q: 3 clusters Score -643010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -643017.687500 Penalty: 4294.194824
	Iteration 29Q: 3 clusters Score -643017.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -643026.187500 Penalty: 4294.194824
	Iteration 30Q: 3 clusters Score -643026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -643031.125000 Penalty: 4294.194824
	Iteration 31Q: 3 clusters Score -643031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -643033.062500 Penalty: 4294.194824
	Iteration 32Q: 3 clusters Score -643033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -643036.875000 Penalty: 4294.194824
	Iteration 33Q: 3 clusters Score -643036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -643039.125000 Penalty: 4294.194824
	Iteration 34Q: 3 clusters Score -643039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -643045.312500 Penalty: 4294.194824
	Iteration 35Q: 3 clusters Score -643045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -643046.937500 Penalty: 4294.194824
	Iteration 36Q: 3 clusters Score -643046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -643047.125000 Penalty: 4294.194824
	Iteration 37Q: 3 clusters Score -643047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -643047.125000 Penalty: 4294.194824
	Iteration 38F: 3 clusters Score -643047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Entering Unmasked Estep 
Score: -2072572.625000 Penalty: 2433.315430
	Iteration 0F: 2 clusters Score -2072573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2059574.750000 Penalty: 4866.630859
	Iteration 0F: 3 clusters Score -2059575 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2063732.875000 Penalty: 4866.630859
	Iteration 1F: 3 clusters Score -2063733 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2064115.875000 Penalty: 4866.630859
	Iteration 2F: 3 clusters Score -2064116 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2064508.500000 Penalty: 4866.630859
	Iteration 3F: 3 clusters Score -2064508 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2064928.750000 Penalty: 4866.630859
	Iteration 4Q: 3 clusters Score -2064929 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2065360.875000 Penalty: 4866.630859
	Iteration 5Q: 3 clusters Score -2065361 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2065798.625000 Penalty: 4866.630859
	Iteration 6Q: 3 clusters Score -2065799 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2066233.875000 Penalty: 4866.630859
	Iteration 7Q: 3 clusters Score -2066234 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2066696.250000 Penalty: 4866.630859
	Iteration 8Q: 3 clusters Score -2066696 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2067133.125000 Penalty: 4866.630859
	Iteration 9Q: 3 clusters Score -2067133 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2067506.875000 Penalty: 4866.630859
	Iteration 10Q: 3 clusters Score -2067507 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2067843.125000 Penalty: 4866.630859
	Iteration 11Q: 3 clusters Score -2067843 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2068133.750000 Penalty: 4866.630859
	Iteration 12Q: 3 clusters Score -2068134 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2068369.375000 Penalty: 4866.630859
	Iteration 13Q: 3 clusters Score -2068369 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2068540.875000 Penalty: 4866.630859
	Iteration 14Q: 3 clusters Score -2068541 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2068667.875000 Penalty: 4866.630859
	Iteration 15Q: 3 clusters Score -2068668 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2068780.250000 Penalty: 4866.630859
	Iteration 16Q: 3 clusters Score -2068780 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2068868.500000 Penalty: 4866.630859
	Iteration 17Q: 3 clusters Score -2068868 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2068944.500000 Penalty: 4866.630859
	Iteration 18Q: 3 clusters Score -2068944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2069023.875000 Penalty: 4866.630859
	Iteration 19Q: 3 clusters Score -2069024 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2069099.000000 Penalty: 4866.630859
	Iteration 20F: 3 clusters Score -2069099 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2069195.250000 Penalty: 4866.630859
	Iteration 21Q: 3 clusters Score -2069195 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2069277.625000 Penalty: 4866.630859
	Iteration 22Q: 3 clusters Score -2069278 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2069369.750000 Penalty: 4866.630859
	Iteration 23Q: 3 clusters Score -2069370 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2069469.375000 Penalty: 4866.630859
	Iteration 24Q: 3 clusters Score -2069469 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2069570.250000 Penalty: 4866.630859
	Iteration 25Q: 3 clusters Score -2069570 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2069684.625000 Penalty: 4866.630859
	Iteration 26Q: 3 clusters Score -2069685 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2069790.250000 Penalty: 4866.630859
	Iteration 27Q: 3 clusters Score -2069790 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2069897.750000 Penalty: 4866.630859
	Iteration 28Q: 3 clusters Score -2069898 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2070004.125000 Penalty: 4866.630859
	Iteration 29Q: 3 clusters Score -2070004 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2070089.500000 Penalty: 4866.630859
	Iteration 30Q: 3 clusters Score -2070090 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2070138.000000 Penalty: 4866.630859
	Iteration 31Q: 3 clusters Score -2070138 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2070191.375000 Penalty: 4866.630859
	Iteration 32Q: 3 clusters Score -2070191 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2070243.125000 Penalty: 4866.630859
	Iteration 33Q: 3 clusters Score -2070243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2070274.750000 Penalty: 4866.630859
	Iteration 34Q: 3 clusters Score -2070275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2070302.875000 Penalty: 4866.630859
	Iteration 35Q: 3 clusters Score -2070303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2070340.125000 Penalty: 4866.630859
	Iteration 36Q: 3 clusters Score -2070340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2070370.875000 Penalty: 4866.630859
	Iteration 37Q: 3 clusters Score -2070371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2070391.875000 Penalty: 4866.630859
	Iteration 38Q: 3 clusters Score -2070392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2070411.000000 Penalty: 4866.630859
	Iteration 39Q: 3 clusters Score -2070411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2070428.500000 Penalty: 4866.630859
	Iteration 40F: 3 clusters Score -2070428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2070445.000000 Penalty: 4866.630859
	Iteration 41Q: 3 clusters Score -2070445 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2070454.500000 Penalty: 4866.630859
	Iteration 42Q: 3 clusters Score -2070454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2070472.625000 Penalty: 4866.630859
	Iteration 43Q: 3 clusters Score -2070473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2070485.625000 Penalty: 4866.630859
	Iteration 44Q: 3 clusters Score -2070486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2070498.000000 Penalty: 4866.630859
	Iteration 45Q: 3 clusters Score -2070498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2070506.000000 Penalty: 4866.630859
	Iteration 46Q: 3 clusters Score -2070506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2070520.125000 Penalty: 4866.630859
	Iteration 47Q: 3 clusters Score -2070520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2070527.375000 Penalty: 4866.630859
	Iteration 48Q: 3 clusters Score -2070527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2070538.125000 Penalty: 4866.630859
	Iteration 49Q: 3 clusters Score -2070538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2070552.000000 Penalty: 4866.630859
	Iteration 50Q: 3 clusters Score -2070552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2070556.625000 Penalty: 4866.630859
	Iteration 51Q: 3 clusters Score -2070557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2070568.250000 Penalty: 4866.630859
	Iteration 52Q: 3 clusters Score -2070568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2070580.625000 Penalty: 4866.630859
	Iteration 53Q: 3 clusters Score -2070581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2070586.375000 Penalty: 4866.630859
	Iteration 54Q: 3 clusters Score -2070586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2070589.000000 Penalty: 4866.630859
	Iteration 55Q: 3 clusters Score -2070589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2070592.125000 Penalty: 4866.630859
	Iteration 56Q: 3 clusters Score -2070592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2070595.125000 Penalty: 4866.630859
	Iteration 57Q: 3 clusters Score -2070595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2070601.625000 Penalty: 4866.630859
	Iteration 58Q: 3 clusters Score -2070602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2070610.250000 Penalty: 4866.630859
	Iteration 59Q: 3 clusters Score -2070610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2070615.375000 Penalty: 4866.630859
	Iteration 60F: 3 clusters Score -2070615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2070621.375000 Penalty: 4866.630859
	Iteration 61Q: 3 clusters Score -2070621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2070621.750000 Penalty: 4866.630859
	Iteration 62Q: 3 clusters Score -2070622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2070625.250000 Penalty: 4866.630859
	Iteration 63Q: 3 clusters Score -2070625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2070635.000000 Penalty: 4866.630859
	Iteration 64Q: 3 clusters Score -2070635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2070637.125000 Penalty: 4866.630859
	Iteration 65Q: 3 clusters Score -2070637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2070647.250000 Penalty: 4866.630859
	Iteration 66Q: 3 clusters Score -2070647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2070649.250000 Penalty: 4866.630859
	Iteration 67Q: 3 clusters Score -2070649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2070651.375000 Penalty: 4866.630859
	Iteration 68Q: 3 clusters Score -2070651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2070654.875000 Penalty: 4866.630859
	Iteration 69Q: 3 clusters Score -2070655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2070654.500000 Penalty: 4866.630859
	Iteration 70Q: 3 clusters Score -2070654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2070657.375000 Penalty: 4866.630859
	Iteration 71Q: 3 clusters Score -2070657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2070657.750000 Penalty: 4866.630859
	Iteration 72Q: 3 clusters Score -2070658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2070656.250000 Penalty: 4866.630859
	Iteration 73Q: 3 clusters Score -2070656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2070656.625000 Penalty: 4866.630859
	Iteration 74Q: 3 clusters Score -2070657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2070657.875000 Penalty: 4866.630859
	Iteration 75Q: 3 clusters Score -2070658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2070657.625000 Penalty: 4866.630859
	Iteration 76Q: 3 clusters Score -2070658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2070658.625000 Penalty: 4866.630859
	Iteration 77Q: 3 clusters Score -2070659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2070660.125000 Penalty: 4866.630859
	Iteration 78Q: 3 clusters Score -2070660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2070661.125000 Penalty: 4866.630859
	Iteration 79Q: 3 clusters Score -2070661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2070665.375000 Penalty: 4866.630859
	Iteration 80F: 3 clusters Score -2070665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2070665.625000 Penalty: 4866.630859
	Iteration 81Q: 3 clusters Score -2070666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2070664.500000 Penalty: 4866.630859
	Iteration 82Q: 3 clusters Score -2070664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2070665.250000 Penalty: 4866.630859
	Iteration 83Q: 3 clusters Score -2070665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2070665.375000 Penalty: 4866.630859
	Iteration 84Q: 3 clusters Score -2070665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2070665.000000 Penalty: 4866.630859
	Iteration 85Q: 3 clusters Score -2070665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2070667.125000 Penalty: 4866.630859
	Iteration 86Q: 3 clusters Score -2070667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2070665.375000 Penalty: 4866.630859
	Iteration 87Q: 3 clusters Score -2070665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2070666.250000 Penalty: 4866.630859
	Iteration 88Q: 3 clusters Score -2070666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2070665.625000 Penalty: 4866.630859
	Iteration 89Q: 3 clusters Score -2070666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2070667.500000 Penalty: 4866.630859
	Iteration 90Q: 3 clusters Score -2070668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2070667.500000 Penalty: 4866.630859
	Iteration 91F: 3 clusters Score -2070668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Entering Unmasked Estep 
Score: -2959334.500000 Penalty: 2520.673096
	Iteration 0F: 2 clusters Score -2959334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2941386.750000 Penalty: 5041.346191
	Iteration 0F: 3 clusters Score -2941387 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2947876.000000 Penalty: 5041.346191
	Iteration 1F: 3 clusters Score -2947876 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2948393.750000 Penalty: 5041.346191
	Iteration 2Q: 3 clusters Score -2948394 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2948918.250000 Penalty: 5041.346191
	Iteration 3Q: 3 clusters Score -2948918 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2949445.500000 Penalty: 5041.346191
	Iteration 4Q: 3 clusters Score -2949446 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2950006.750000 Penalty: 5041.346191
	Iteration 5Q: 3 clusters Score -2950007 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2950583.250000 Penalty: 5041.346191
	Iteration 6Q: 3 clusters Score -2950583 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2951189.750000 Penalty: 5041.346191
	Iteration 7Q: 3 clusters Score -2951190 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2951711.500000 Penalty: 5041.346191
	Iteration 8Q: 3 clusters Score -2951712 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2952267.750000 Penalty: 5041.346191
	Iteration 9Q: 3 clusters Score -2952268 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2952824.250000 Penalty: 5041.346191
	Iteration 10Q: 3 clusters Score -2952824 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2953447.250000 Penalty: 5041.346191
	Iteration 11Q: 3 clusters Score -2953447 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2954120.000000 Penalty: 5041.346191
	Iteration 12Q: 3 clusters Score -2954120 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2954703.250000 Penalty: 5041.346191
	Iteration 13Q: 3 clusters Score -2954703 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2955040.250000 Penalty: 5041.346191
	Iteration 14Q: 3 clusters Score -2955040 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2955251.000000 Penalty: 5041.346191
	Iteration 15Q: 3 clusters Score -2955251 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2955372.750000 Penalty: 5041.346191
	Iteration 16Q: 3 clusters Score -2955373 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2955458.750000 Penalty: 5041.346191
	Iteration 17Q: 3 clusters Score -2955459 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2955538 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2955608 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2955676 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2955722 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2955776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2955809 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2955848 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2955889 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2955899.750000 Penalty: 5041.346191
	Iteration 26Q: 3 clusters Score -2955900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2955933 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2955947 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2955976 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2956015.250000 Penalty: 5041.346191
	Iteration 30Q: 3 clusters Score -2956015 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2956037 nChanged 137
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Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2956064 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2956096 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2956121.250000 Penalty: 5041.346191
	Iteration 34Q: 3 clusters Score -2956121 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2956147.750000 Penalty: 5041.346191
	Iteration 35Q: 3 clusters Score -2956148 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2956175.250000 Penalty: 5041.346191
	Iteration 36Q: 3 clusters Score -2956175 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2956206.250000 Penalty: 5041.346191
	Iteration 37Q: 3 clusters Score -2956206 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2956226.000000 Penalty: 5041.346191
	Iteration 38Q: 3 clusters Score -2956226 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2956262.000000 Penalty: 5041.346191
	Iteration 39Q: 3 clusters Score -2956262 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2956285.000000 Penalty: 5041.346191
	Iteration 40F: 3 clusters Score -2956285 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2956306 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2956345 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2956376 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2956424 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2956470 nChanged 149
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Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2956490 nChanged 146
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Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2956528 nChanged 141
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Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2956564 nChanged 125
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Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2956588 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2956626 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2956649 nChanged 108
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Mstep: Class 1 contains 21052 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2956682 nChanged 103
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Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2956690 nChanged 103
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Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2956716.000000 Penalty: 5041.346191
	Iteration 54Q: 3 clusters Score -2956716 nChanged 100
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Mstep: Class 1 contains 21352 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2956740 nChanged 96
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Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2956761 nChanged 89
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Mstep: Class 1 contains 21535 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2956779 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2956795 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2956804.000000 Penalty: 5041.346191
	Iteration 59Q: 3 clusters Score -2956804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2956824.500000 Penalty: 5041.346191
	Iteration 60F: 3 clusters Score -2956824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2956833.000000 Penalty: 5041.346191
	Iteration 61Q: 3 clusters Score -2956833 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2956849 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2956870 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2956889 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22167 members 
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Entering Unmasked Estep 
Score: -2956913.250000 Penalty: 5041.346191
	Iteration 65Q: 3 clusters Score -2956913 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22235 members 
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Entering Unmasked Estep 
Score: -2956914.000000 Penalty: 5041.346191
	Iteration 66Q: 3 clusters Score -2956914 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22302 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2956926 nChanged 65
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Mstep: Class 1 contains 22367 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2956948 nChanged 70
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Mstep: Class 1 contains 22437 members 
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	Iteration 69Q: 3 clusters Score -2956967 nChanged 76
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Mstep: Class 1 contains 22513 members 
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Entering Unmasked Estep 
Score: -2956993.000000 Penalty: 5041.346191
	Iteration 70Q: 3 clusters Score -2956993 nChanged 81
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Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2957015.250000 Penalty: 5041.346191
	Iteration 71Q: 3 clusters Score -2957015 nChanged 74
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Mstep: Class 1 contains 22664 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2957025 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2957057.250000 Penalty: 5041.346191
	Iteration 73Q: 3 clusters Score -2957057 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22837 members 
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Entering Unmasked Estep 
Score: -2957083.500000 Penalty: 5041.346191
	Iteration 74Q: 3 clusters Score -2957084 nChanged 79
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Mstep: Class 1 contains 22916 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2957107 nChanged 64
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Mstep: Class 1 contains 22980 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2957124 nChanged 61
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Mstep: Class 1 contains 23039 members 
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Entering Unmasked Estep 
Score: -2957141.750000 Penalty: 5041.346191
	Iteration 77Q: 3 clusters Score -2957142 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23105 members 
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Entering Unmasked Estep 
Score: -2957153.000000 Penalty: 5041.346191
	Iteration 78Q: 3 clusters Score -2957153 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23168 members 
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Entering Unmasked Estep 
Score: -2957172.500000 Penalty: 5041.346191
	Iteration 79Q: 3 clusters Score -2957172 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2957188.750000 Penalty: 5041.346191
	Iteration 80F: 3 clusters Score -2957189 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2957200.000000 Penalty: 5041.346191
	Iteration 81Q: 3 clusters Score -2957200 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2957223.250000 Penalty: 5041.346191
	Iteration 82Q: 3 clusters Score -2957223 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2957239.250000 Penalty: 5041.346191
	Iteration 83Q: 3 clusters Score -2957239 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2957256.250000 Penalty: 5041.346191
	Iteration 84Q: 3 clusters Score -2957256 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2957260.250000 Penalty: 5041.346191
	Iteration 85Q: 3 clusters Score -2957260 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2957267 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2957279.750000 Penalty: 5041.346191
	Iteration 87Q: 3 clusters Score -2957280 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2957287.750000 Penalty: 5041.346191
	Iteration 88Q: 3 clusters Score -2957288 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2957294.000000 Penalty: 5041.346191
	Iteration 89Q: 3 clusters Score -2957294 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2957301.000000 Penalty: 5041.346191
	Iteration 90Q: 3 clusters Score -2957301 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2957311.500000 Penalty: 5041.346191
	Iteration 91Q: 3 clusters Score -2957312 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2957318.500000 Penalty: 5041.346191
	Iteration 92Q: 3 clusters Score -2957318 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2957328.250000 Penalty: 5041.346191
	Iteration 93Q: 3 clusters Score -2957328 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2957329.750000 Penalty: 5041.346191
	Iteration 94Q: 3 clusters Score -2957330 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23795 members 
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Entering Unmasked Estep 
Score: -2957337.000000 Penalty: 5041.346191
	Iteration 95Q: 3 clusters Score -2957337 nChanged 21
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Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2957333.000000 Penalty: 5041.346191
	Iteration 96Q: 3 clusters Score -2957333 nChanged 21
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Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2957344.750000 Penalty: 5041.346191
	Iteration 97Q: 3 clusters Score -2957345 nChanged 20
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Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2957350.750000 Penalty: 5041.346191
	Iteration 98Q: 3 clusters Score -2957351 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2957350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2957355.750000 Penalty: 5041.346191
	Iteration 100F: 3 clusters Score -2957356 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23923 members 
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Entering Unmasked Estep 
Score: -2957359.250000 Penalty: 5041.346191
	Iteration 101Q: 3 clusters Score -2957359 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2957367.500000 Penalty: 5041.346191
	Iteration 102Q: 3 clusters Score -2957368 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2957370.750000 Penalty: 5041.346191
	Iteration 103Q: 3 clusters Score -2957371 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2957374.000000 Penalty: 5041.346191
	Iteration 104Q: 3 clusters Score -2957374 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2957375 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2957371.250000 Penalty: 5041.346191
	Iteration 106Q: 3 clusters Score -2957371 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2957377.000000 Penalty: 5041.346191
	Iteration 107Q: 3 clusters Score -2957377 nChanged 11
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Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2957388.000000 Penalty: 5041.346191
	Iteration 108Q: 3 clusters Score -2957388 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2957390.750000 Penalty: 5041.346191
	Iteration 109Q: 3 clusters Score -2957391 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2957392.750000 Penalty: 5041.346191
	Iteration 110Q: 3 clusters Score -2957393 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2957394.250000 Penalty: 5041.346191
	Iteration 111Q: 3 clusters Score -2957394 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2957394.750000 Penalty: 5041.346191
	Iteration 112Q: 3 clusters Score -2957395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2957395.250000 Penalty: 5041.346191
	Iteration 113Q: 3 clusters Score -2957395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2957395.250000 Penalty: 5041.346191
	Iteration 114F: 3 clusters Score -2957395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251467 members 
Entering Unmasked Estep 
Score: -28214882.000000 Penalty: 3083.896729
	Iteration 0F: 2 clusters Score -2.821488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 126106 members 
Entering Unmasked Estep 
Score: -28061854.000000 Penalty: 6167.793457
	Iteration 0F: 3 clusters Score -2.806185e+07 nChanged 121463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Mstep: Class 2 contains 132477 members 
Entering Unmasked Estep 
Score: -28133142.000000 Penalty: 6167.793457
	Iteration 1F: 3 clusters Score -2.813314e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 136397 members 
Entering Unmasked Estep 
Score: -28134588.000000 Penalty: 6167.793457
	Iteration 2Q: 3 clusters Score -2.813459e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 142430 members 
Entering Unmasked Estep 
Score: -28137078.000000 Penalty: 6167.793457
	Iteration 3Q: 3 clusters Score -2.813708e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 151610 members 
Entering Unmasked Estep 
Score: -28141486.000000 Penalty: 6167.793457
	Iteration 4Q: 3 clusters Score -2.814149e+07 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -28149116.000000 Penalty: 6167.793457
	Iteration 5F: 3 clusters Score -2.814912e+07 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 182030 members 
Entering Unmasked Estep 
Score: -28161486.000000 Penalty: 6167.793457
	Iteration 6F: 3 clusters Score -2.816149e+07 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 201592 members 
Entering Unmasked Estep 
Score: -28177772.000000 Penalty: 6167.793457
	Iteration 7F: 3 clusters Score -2.817777e+07 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 219345 members 
Entering Unmasked Estep 
Score: -28194598.000000 Penalty: 6167.793457
	Iteration 8F: 3 clusters Score -2.81946e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 232287 members 
Entering Unmasked Estep 
Score: -28202856.000000 Penalty: 6167.793457
	Iteration 9F: 3 clusters Score -2.820286e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 239540 members 
Entering Unmasked Estep 
Score: -28207042.000000 Penalty: 6167.793457
	Iteration 10Q: 3 clusters Score -2.820704e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 243757 members 
Entering Unmasked Estep 
Score: -28209082.000000 Penalty: 6167.793457
	Iteration 11Q: 3 clusters Score -2.820908e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 246210 members 
Entering Unmasked Estep 
Score: -28210160.000000 Penalty: 6167.793457
	Iteration 12Q: 3 clusters Score -2.821016e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 247709 members 
Entering Unmasked Estep 
Score: -28211032.000000 Penalty: 6167.793457
	Iteration 13Q: 3 clusters Score -2.821103e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 248658 members 
Entering Unmasked Estep 
Score: -28211498.000000 Penalty: 6167.793457
	Iteration 14Q: 3 clusters Score -2.82115e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 249247 members 
Entering Unmasked Estep 
Score: -28211774.000000 Penalty: 6167.793457
	Iteration 15Q: 3 clusters Score -2.821177e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 249623 members 
Entering Unmasked Estep 
Score: -28211914.000000 Penalty: 6167.793457
	Iteration 16Q: 3 clusters Score -2.821191e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 249902 members 
Entering Unmasked Estep 
Score: -28212028.000000 Penalty: 6167.793457
	Iteration 17Q: 3 clusters Score -2.821203e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 250083 members 
Entering Unmasked Estep 
Score: -28212144.000000 Penalty: 6167.793457
	Iteration 18Q: 3 clusters Score -2.821214e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 250230 members 
Entering Unmasked Estep 
Score: -28212228.000000 Penalty: 6167.793457
	Iteration 19Q: 3 clusters Score -2.821223e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 250336 members 
Entering Unmasked Estep 
Score: -28212308.000000 Penalty: 6167.793457
	Iteration 20F: 3 clusters Score -2.821231e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 250415 members 
Entering Unmasked Estep 
Score: -28212362.000000 Penalty: 6167.793457
	Iteration 21Q: 3 clusters Score -2.821236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 250467 members 
Entering Unmasked Estep 
Score: -28212388.000000 Penalty: 6167.793457
	Iteration 22Q: 3 clusters Score -2.821239e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 250502 members 
Entering Unmasked Estep 
Score: -28212410.000000 Penalty: 6167.793457
	Iteration 23Q: 3 clusters Score -2.821241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 250520 members 
Entering Unmasked Estep 
Score: -28212410.000000 Penalty: 6167.793457
	Iteration 24Q: 3 clusters Score -2.821241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 250539 members 
Entering Unmasked Estep 
Score: -28212408.000000 Penalty: 6167.793457
	Iteration 25Q: 3 clusters Score -2.821241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 250560 members 
Entering Unmasked Estep 
Score: -28212408.000000 Penalty: 6167.793457
	Iteration 26Q: 3 clusters Score -2.821241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 250574 members 
Entering Unmasked Estep 
Score: -28212426.000000 Penalty: 6167.793457
	Iteration 27Q: 3 clusters Score -2.821243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 250593 members 
Entering Unmasked Estep 
Score: -28212464.000000 Penalty: 6167.793457
	Iteration 28Q: 3 clusters Score -2.821246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 250607 members 
Entering Unmasked Estep 
Score: -28212454.000000 Penalty: 6167.793457
	Iteration 29Q: 3 clusters Score -2.821245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 250616 members 
Entering Unmasked Estep 
Score: -28212464.000000 Penalty: 6167.793457
	Iteration 30Q: 3 clusters Score -2.821246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 250626 members 
Entering Unmasked Estep 
Score: -28212506.000000 Penalty: 6167.793457
	Iteration 31Q: 3 clusters Score -2.821251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 250637 members 
Entering Unmasked Estep 
Score: -28212506.000000 Penalty: 6167.793457
	Iteration 32Q: 3 clusters Score -2.821251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 250651 members 
Entering Unmasked Estep 
Score: -28212518.000000 Penalty: 6167.793457
	Iteration 33Q: 3 clusters Score -2.821252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 250661 members 
Entering Unmasked Estep 
Score: -28212502.000000 Penalty: 6167.793457
	Iteration 34Q: 3 clusters Score -2.82125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 250669 members 
Entering Unmasked Estep 
Score: -28212514.000000 Penalty: 6167.793457
	Iteration 35Q: 3 clusters Score -2.821251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 250673 members 
Entering Unmasked Estep 
Score: -28212522.000000 Penalty: 6167.793457
	Iteration 36Q: 3 clusters Score -2.821252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 250675 members 
Entering Unmasked Estep 
Score: -28212514.000000 Penalty: 6167.793457
	Iteration 37Q: 3 clusters Score -2.821251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 250675 members 
Entering Unmasked Estep 
Score: -28212524.000000 Penalty: 6167.793457
	Iteration 38Q: 3 clusters Score -2.821252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 250679 members 
Entering Unmasked Estep 
Score: -28212532.000000 Penalty: 6167.793457
	Iteration 39Q: 3 clusters Score -2.821253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 250681 members 
Entering Unmasked Estep 
Score: -28212532.000000 Penalty: 6167.793457
	Iteration 40F: 3 clusters Score -2.821253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 250684 members 
Entering Unmasked Estep 
Score: -28212538.000000 Penalty: 6167.793457
	Iteration 41Q: 3 clusters Score -2.821254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 250686 members 
Entering Unmasked Estep 
Score: -28212554.000000 Penalty: 6167.793457
	Iteration 42Q: 3 clusters Score -2.821255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 250686 members 
Entering Unmasked Estep 
Score: -28212542.000000 Penalty: 6167.793457
	Iteration 43Q: 3 clusters Score -2.821254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 250687 members 
Entering Unmasked Estep 
Score: -28212546.000000 Penalty: 6167.793457
	Iteration 44Q: 3 clusters Score -2.821255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 250687 members 
Entering Unmasked Estep 
Score: -28212546.000000 Penalty: 6167.793457
	Iteration 45F: 3 clusters Score -2.821255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Entering Unmasked Estep 
Score: -5730193.000000 Penalty: 2686.928955
	Iteration 0F: 2 clusters Score -5730193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -5695970.000000 Penalty: 5373.857910
	Iteration 0F: 3 clusters Score -5695970 nChanged 23440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5709121.000000 Penalty: 5373.857910
	Iteration 1F: 3 clusters Score -5709121 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5709898.500000 Penalty: 5373.857910
	Iteration 2Q: 3 clusters Score -5709898 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5711010.500000 Penalty: 5373.857910
	Iteration 3Q: 3 clusters Score -5711010 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5712888.500000 Penalty: 5373.857910
	Iteration 4F: 3 clusters Score -5712888 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -5715637.000000 Penalty: 5373.857910
	Iteration 5F: 3 clusters Score -5715637 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -5719401.000000 Penalty: 5373.857910
	Iteration 6F: 3 clusters Score -5719401 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -5723500.500000 Penalty: 5373.857910
	Iteration 7F: 3 clusters Score -5723500 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5726714.500000 Penalty: 5373.857910
	Iteration 8F: 3 clusters Score -5726714 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -5728452.500000 Penalty: 5373.857910
	Iteration 9Q: 3 clusters Score -5728452 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5729002.000000 Penalty: 5373.857910
	Iteration 10Q: 3 clusters Score -5729002 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -5729241.000000 Penalty: 5373.857910
	Iteration 11Q: 3 clusters Score -5729241 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -5729329.000000 Penalty: 5373.857910
	Iteration 12Q: 3 clusters Score -5729329 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -5729367.500000 Penalty: 5373.857910
	Iteration 13Q: 3 clusters Score -5729368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -5729424.500000 Penalty: 5373.857910
	Iteration 14Q: 3 clusters Score -5729424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -5729431.000000 Penalty: 5373.857910
	Iteration 15Q: 3 clusters Score -5729431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -5729461.500000 Penalty: 5373.857910
	Iteration 16Q: 3 clusters Score -5729462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -5729512.500000 Penalty: 5373.857910
	Iteration 17Q: 3 clusters Score -5729512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -5729511.000000 Penalty: 5373.857910
	Iteration 18Q: 3 clusters Score -5729511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -5729521.500000 Penalty: 5373.857910
	Iteration 19Q: 3 clusters Score -5729522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5729529.500000 Penalty: 5373.857910
	Iteration 20F: 3 clusters Score -5729530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -5729532.000000 Penalty: 5373.857910
	Iteration 21Q: 3 clusters Score -5729532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -5729543.000000 Penalty: 5373.857910
	Iteration 22Q: 3 clusters Score -5729543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -5729561.500000 Penalty: 5373.857910
	Iteration 23Q: 3 clusters Score -5729562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -5729570.500000 Penalty: 5373.857910
	Iteration 24Q: 3 clusters Score -5729570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -5729571.500000 Penalty: 5373.857910
	Iteration 25Q: 3 clusters Score -5729572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -5729572.500000 Penalty: 5373.857910
	Iteration 26Q: 3 clusters Score -5729572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -5729583.000000 Penalty: 5373.857910
	Iteration 27Q: 3 clusters Score -5729583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5729595.500000 Penalty: 5373.857910
	Iteration 28Q: 3 clusters Score -5729596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5729600.000000 Penalty: 5373.857910
	Iteration 29Q: 3 clusters Score -5729600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -5729620.500000 Penalty: 5373.857910
	Iteration 30Q: 3 clusters Score -5729620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -5729612.500000 Penalty: 5373.857910
	Iteration 31Q: 3 clusters Score -5729612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -5729631.500000 Penalty: 5373.857910
	Iteration 32Q: 3 clusters Score -5729632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5729638.500000 Penalty: 5373.857910
	Iteration 33Q: 3 clusters Score -5729638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -5729633.000000 Penalty: 5373.857910
	Iteration 34Q: 3 clusters Score -5729633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -5729634.500000 Penalty: 5373.857910
	Iteration 35Q: 3 clusters Score -5729634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -5729634.000000 Penalty: 5373.857910
	Iteration 36Q: 3 clusters Score -5729634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5729633.500000 Penalty: 5373.857910
	Iteration 37Q: 3 clusters Score -5729634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -5729633.500000 Penalty: 5373.857910
	Iteration 38F: 3 clusters Score -5729634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -288521.468750 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -288521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -285624.750000 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -285624.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -286113.156250 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -286113.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -286253.156250 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -286253.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -286314.718750 Penalty: 3860.479248
	Iteration 3Q: 3 clusters Score -286314.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -286363.218750 Penalty: 3860.479248
	Iteration 4Q: 3 clusters Score -286363.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286393.406250 Penalty: 3860.479248
	Iteration 5Q: 3 clusters Score -286393.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286419.843750 Penalty: 3860.479248
	Iteration 6Q: 3 clusters Score -286419.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -286436.218750 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -286436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -286444.406250 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -286444.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -286450.687500 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -286450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -286454.062500 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -286454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -286456.937500 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -286456.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286461.187500 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -286461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -286466.906250 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -286466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -286471.000000 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -286471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -286477.312500 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -286477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286482.343750 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -286482.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286486.875000 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -286486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -286490.406250 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -286490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286492.687500 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -286492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -286494.156250 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -286494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286494.593750 Penalty: 3860.479248
	Iteration 21Q: 3 clusters Score -286494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -286495.062500 Penalty: 3860.479248
	Iteration 22Q: 3 clusters Score -286495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -286496.062500 Penalty: 3860.479248
	Iteration 23Q: 3 clusters Score -286496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -286496.906250 Penalty: 3860.479248
	Iteration 24Q: 3 clusters Score -286496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -286498.781250 Penalty: 3860.479248
	Iteration 25Q: 3 clusters Score -286498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -286499.031250 Penalty: 3860.479248
	Iteration 26Q: 3 clusters Score -286499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -286499.062500 Penalty: 3860.479248
	Iteration 27Q: 3 clusters Score -286499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -286500.531250 Penalty: 3860.479248
	Iteration 28Q: 3 clusters Score -286500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -286500.687500 Penalty: 3860.479248
	Iteration 29Q: 3 clusters Score -286500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -286500.687500 Penalty: 3860.479248
	Iteration 30F: 3 clusters Score -286500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Entering Unmasked Estep 
Score: -5028904.500000 Penalty: 2652.687744
	Iteration 0F: 2 clusters Score -5028904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4999183.000000 Penalty: 5305.375488
	Iteration 0F: 3 clusters Score -4999183 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5010198.000000 Penalty: 5305.375488
	Iteration 1F: 3 clusters Score -5010198 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -5010736.500000 Penalty: 5305.375488
	Iteration 2Q: 3 clusters Score -5010736 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5011224.500000 Penalty: 5305.375488
	Iteration 3Q: 3 clusters Score -5011224 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -5011751.500000 Penalty: 5305.375488
	Iteration 4Q: 3 clusters Score -5011752 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5012435.000000 Penalty: 5305.375488
	Iteration 5Q: 3 clusters Score -5012435 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5013344.500000 Penalty: 5305.375488
	Iteration 6Q: 3 clusters Score -5013344 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5014485.000000 Penalty: 5305.375488
	Iteration 7Q: 3 clusters Score -5014485 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -5015812.000000 Penalty: 5305.375488
	Iteration 8F: 3 clusters Score -5015812 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5017270.500000 Penalty: 5305.375488
	Iteration 9F: 3 clusters Score -5017270 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -5018752.000000 Penalty: 5305.375488
	Iteration 10F: 3 clusters Score -5018752 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -5020417.500000 Penalty: 5305.375488
	Iteration 11F: 3 clusters Score -5020418 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -5022103.000000 Penalty: 5305.375488
	Iteration 12F: 3 clusters Score -5022103 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -5023199.000000 Penalty: 5305.375488
	Iteration 13Q: 3 clusters Score -5023199 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -5023646.500000 Penalty: 5305.375488
	Iteration 14Q: 3 clusters Score -5023646 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -5023880.500000 Penalty: 5305.375488
	Iteration 15Q: 3 clusters Score -5023880 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -5024011.500000 Penalty: 5305.375488
	Iteration 16Q: 3 clusters Score -5024012 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -5024138.500000 Penalty: 5305.375488
	Iteration 17Q: 3 clusters Score -5024138 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -5024269.500000 Penalty: 5305.375488
	Iteration 18Q: 3 clusters Score -5024270 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -5024390.000000 Penalty: 5305.375488
	Iteration 19Q: 3 clusters Score -5024390 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -5024509.000000 Penalty: 5305.375488
	Iteration 20F: 3 clusters Score -5024509 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -5024594.500000 Penalty: 5305.375488
	Iteration 21Q: 3 clusters Score -5024594 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -5024690.500000 Penalty: 5305.375488
	Iteration 22Q: 3 clusters Score -5024690 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5024807.500000 Penalty: 5305.375488
	Iteration 23Q: 3 clusters Score -5024808 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5024902.500000 Penalty: 5305.375488
	Iteration 24Q: 3 clusters Score -5024902 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -5024986.500000 Penalty: 5305.375488
	Iteration 25Q: 3 clusters Score -5024986 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5025080.000000 Penalty: 5305.375488
	Iteration 26Q: 3 clusters Score -5025080 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5025170.000000 Penalty: 5305.375488
	Iteration 27Q: 3 clusters Score -5025170 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5025230.500000 Penalty: 5305.375488
	Iteration 28Q: 3 clusters Score -5025230 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -5025323.500000 Penalty: 5305.375488
	Iteration 29Q: 3 clusters Score -5025324 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -5025428.000000 Penalty: 5305.375488
	Iteration 30Q: 3 clusters Score -5025428 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5025505.500000 Penalty: 5305.375488
	Iteration 31Q: 3 clusters Score -5025506 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -5025616.000000 Penalty: 5305.375488
	Iteration 32Q: 3 clusters Score -5025616 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5025732.500000 Penalty: 5305.375488
	Iteration 33Q: 3 clusters Score -5025732 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -5025853.000000 Penalty: 5305.375488
	Iteration 34Q: 3 clusters Score -5025853 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5025946.000000 Penalty: 5305.375488
	Iteration 35Q: 3 clusters Score -5025946 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5026045.000000 Penalty: 5305.375488
	Iteration 36Q: 3 clusters Score -5026045 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5026139.500000 Penalty: 5305.375488
	Iteration 37Q: 3 clusters Score -5026140 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -5026257.500000 Penalty: 5305.375488
	Iteration 38Q: 3 clusters Score -5026258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5026347.000000 Penalty: 5305.375488
	Iteration 39Q: 3 clusters Score -5026347 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5026388.000000 Penalty: 5305.375488
	Iteration 40F: 3 clusters Score -5026388 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -5026434.500000 Penalty: 5305.375488
	Iteration 41Q: 3 clusters Score -5026434 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5026467.500000 Penalty: 5305.375488
	Iteration 42Q: 3 clusters Score -5026468 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5026524.000000 Penalty: 5305.375488
	Iteration 43Q: 3 clusters Score -5026524 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5026588.500000 Penalty: 5305.375488
	Iteration 44Q: 3 clusters Score -5026588 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -5026629.000000 Penalty: 5305.375488
	Iteration 45Q: 3 clusters Score -5026629 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5026672.000000 Penalty: 5305.375488
	Iteration 46Q: 3 clusters Score -5026672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5026714.000000 Penalty: 5305.375488
	Iteration 47Q: 3 clusters Score -5026714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5026740.500000 Penalty: 5305.375488
	Iteration 48Q: 3 clusters Score -5026740 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -5026765.000000 Penalty: 5305.375488
	Iteration 49Q: 3 clusters Score -5026765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -5026798.500000 Penalty: 5305.375488
	Iteration 50Q: 3 clusters Score -5026798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5026828.000000 Penalty: 5305.375488
	Iteration 51Q: 3 clusters Score -5026828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -5026845.500000 Penalty: 5305.375488
	Iteration 52Q: 3 clusters Score -5026846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5026866.500000 Penalty: 5305.375488
	Iteration 53Q: 3 clusters Score -5026866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5026892.000000 Penalty: 5305.375488
	Iteration 54Q: 3 clusters Score -5026892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -5026915.500000 Penalty: 5305.375488
	Iteration 55Q: 3 clusters Score -5026916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5026940.500000 Penalty: 5305.375488
	Iteration 56Q: 3 clusters Score -5026940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5026967.500000 Penalty: 5305.375488
	Iteration 57Q: 3 clusters Score -5026968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5026989.500000 Penalty: 5305.375488
	Iteration 58Q: 3 clusters Score -5026990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5026987.500000 Penalty: 5305.375488
	Iteration 59Q: 3 clusters Score -5026988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -5027004.500000 Penalty: 5305.375488
	Iteration 60F: 3 clusters Score -5027004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5027027.000000 Penalty: 5305.375488
	Iteration 61Q: 3 clusters Score -5027027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -5027041.500000 Penalty: 5305.375488
	Iteration 62Q: 3 clusters Score -5027042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5027043.000000 Penalty: 5305.375488
	Iteration 63Q: 3 clusters Score -5027043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -5027048.000000 Penalty: 5305.375488
	Iteration 64Q: 3 clusters Score -5027048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5027056.500000 Penalty: 5305.375488
	Iteration 65Q: 3 clusters Score -5027056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -5027052.500000 Penalty: 5305.375488
	Iteration 66Q: 3 clusters Score -5027052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5027058.500000 Penalty: 5305.375488
	Iteration 67Q: 3 clusters Score -5027058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5027059.000000 Penalty: 5305.375488
	Iteration 68Q: 3 clusters Score -5027059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5027066.000000 Penalty: 5305.375488
	Iteration 69Q: 3 clusters Score -5027066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5027070.500000 Penalty: 5305.375488
	Iteration 70Q: 3 clusters Score -5027070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5027063.500000 Penalty: 5305.375488
	Iteration 71Q: 3 clusters Score -5027064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5027062.500000 Penalty: 5305.375488
	Iteration 72Q: 3 clusters Score -5027062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5027068.000000 Penalty: 5305.375488
	Iteration 73Q: 3 clusters Score -5027068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5027071.000000 Penalty: 5305.375488
	Iteration 74Q: 3 clusters Score -5027071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5027071.500000 Penalty: 5305.375488
	Iteration 75Q: 3 clusters Score -5027072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5027074.000000 Penalty: 5305.375488
	Iteration 76Q: 3 clusters Score -5027074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5027070.000000 Penalty: 5305.375488
	Iteration 77Q: 3 clusters Score -5027070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5027070.000000 Penalty: 5305.375488
	Iteration 78Q: 3 clusters Score -5027070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5027070.000000 Penalty: 5305.375488
	Iteration 79Q: 3 clusters Score -5027070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -5027067.500000 Penalty: 5305.375488
	Iteration 80F: 3 clusters Score -5027068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5027075.500000 Penalty: 5305.375488
	Iteration 81Q: 3 clusters Score -5027076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5027074.500000 Penalty: 5305.375488
	Iteration 82Q: 3 clusters Score -5027074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5027079.000000 Penalty: 5305.375488
	Iteration 83Q: 3 clusters Score -5027079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5027072.000000 Penalty: 5305.375488
	Iteration 84Q: 3 clusters Score -5027072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5027072.500000 Penalty: 5305.375488
	Iteration 85Q: 3 clusters Score -5027072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5027076.500000 Penalty: 5305.375488
	Iteration 86Q: 3 clusters Score -5027076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5027075.000000 Penalty: 5305.375488
	Iteration 87Q: 3 clusters Score -5027075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5027072.000000 Penalty: 5305.375488
	Iteration 88Q: 3 clusters Score -5027072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5027074.000000 Penalty: 5305.375488
	Iteration 89Q: 3 clusters Score -5027074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5027076.500000 Penalty: 5305.375488
	Iteration 90Q: 3 clusters Score -5027076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5027076.000000 Penalty: 5305.375488
	Iteration 91Q: 3 clusters Score -5027076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5027075.500000 Penalty: 5305.375488
	Iteration 92Q: 3 clusters Score -5027076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5027079.500000 Penalty: 5305.375488
	Iteration 93Q: 3 clusters Score -5027080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5027083.500000 Penalty: 5305.375488
	Iteration 94Q: 3 clusters Score -5027084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5027084.500000 Penalty: 5305.375488
	Iteration 95Q: 3 clusters Score -5027084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5027086.000000 Penalty: 5305.375488
	Iteration 96Q: 3 clusters Score -5027086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5027083.500000 Penalty: 5305.375488
	Iteration 97Q: 3 clusters Score -5027084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5027085.500000 Penalty: 5305.375488
	Iteration 98Q: 3 clusters Score -5027086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5027085.500000 Penalty: 5305.375488
	Iteration 99Q: 3 clusters Score -5027086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5027089.000000 Penalty: 5305.375488
	Iteration 100F: 3 clusters Score -5027089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5027086.500000 Penalty: 5305.375488
	Iteration 101Q: 3 clusters Score -5027086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -5027091.000000 Penalty: 5305.375488
	Iteration 102Q: 3 clusters Score -5027091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5027092.000000 Penalty: 5305.375488
	Iteration 103Q: 3 clusters Score -5027092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5027086.500000 Penalty: 5305.375488
	Iteration 104Q: 3 clusters Score -5027086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5027090.000000 Penalty: 5305.375488
	Iteration 105Q: 3 clusters Score -5027090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -5027087.500000 Penalty: 5305.375488
	Iteration 106Q: 3 clusters Score -5027088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -5027094.500000 Penalty: 5305.375488
	Iteration 107Q: 3 clusters Score -5027094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5027098.500000 Penalty: 5305.375488
	Iteration 108Q: 3 clusters Score -5027098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5027101.000000 Penalty: 5305.375488
	Iteration 109Q: 3 clusters Score -5027101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5027094.000000 Penalty: 5305.375488
	Iteration 110Q: 3 clusters Score -5027094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5027090.500000 Penalty: 5305.375488
	Iteration 111Q: 3 clusters Score -5027090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -5027092.500000 Penalty: 5305.375488
	Iteration 112Q: 3 clusters Score -5027092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5027099.500000 Penalty: 5305.375488
	Iteration 113Q: 3 clusters Score -5027100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5027101.500000 Penalty: 5305.375488
	Iteration 114Q: 3 clusters Score -5027102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5027101.500000 Penalty: 5305.375488
	Iteration 115F: 3 clusters Score -5027102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243353 members 
Entering Unmasked Estep 
Score: -27384890.000000 Penalty: 3075.762451
	Iteration 0F: 2 clusters Score -2.738489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121518 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -27234598.000000 Penalty: 6151.524902
	Iteration 0F: 3 clusters Score -2.72346e+07 nChanged 117268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -27302624.000000 Penalty: 6151.524902
	Iteration 1F: 3 clusters Score -2.730262e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121006 members 
Mstep: Class 2 contains 122347 members 
Entering Unmasked Estep 
Score: -27303644.000000 Penalty: 6151.524902
	Iteration 2Q: 3 clusters Score -2.730364e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120725 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -27304858.000000 Penalty: 6151.524902
	Iteration 3Q: 3 clusters Score -2.730486e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 123064 members 
Entering Unmasked Estep 
Score: -27306226.000000 Penalty: 6151.524902
	Iteration 4Q: 3 clusters Score -2.730623e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -27308140.000000 Penalty: 6151.524902
	Iteration 5Q: 3 clusters Score -2.730814e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117969 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -27310716.000000 Penalty: 6151.524902
	Iteration 6Q: 3 clusters Score -2.731072e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 127999 members 
Entering Unmasked Estep 
Score: -27314604.000000 Penalty: 6151.524902
	Iteration 7Q: 3 clusters Score -2.73146e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 132320 members 
Entering Unmasked Estep 
Score: -27321184.000000 Penalty: 6151.524902
	Iteration 8Q: 3 clusters Score -2.732118e+07 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
Score: -27331696.000000 Penalty: 6151.524902
	Iteration 9F: 3 clusters Score -2.73317e+07 nChanged 17871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -27347104.000000 Penalty: 6151.524902
	Iteration 10F: 3 clusters Score -2.73471e+07 nChanged 18076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 152094 members 
Entering Unmasked Estep 
Score: -27361670.000000 Penalty: 6151.524902
	Iteration 11F: 3 clusters Score -2.736167e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 155484 members 
Entering Unmasked Estep 
Score: -27368802.000000 Penalty: 6151.524902
	Iteration 12F: 3 clusters Score -2.73688e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 157671 members 
Entering Unmasked Estep 
Score: -27371902.000000 Penalty: 6151.524902
	Iteration 13Q: 3 clusters Score -2.73719e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -27374022.000000 Penalty: 6151.524902
	Iteration 14Q: 3 clusters Score -2.737402e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 161346 members 
Entering Unmasked Estep 
Score: -27375944.000000 Penalty: 6151.524902
	Iteration 15Q: 3 clusters Score -2.737594e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 162917 members 
Entering Unmasked Estep 
Score: -27377614.000000 Penalty: 6151.524902
	Iteration 16Q: 3 clusters Score -2.737761e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -27379198.000000 Penalty: 6151.524902
	Iteration 17Q: 3 clusters Score -2.73792e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -27380106.000000 Penalty: 6151.524902
	Iteration 18Q: 3 clusters Score -2.738011e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 166862 members 
Entering Unmasked Estep 
Score: -27381112.000000 Penalty: 6151.524902
	Iteration 19Q: 3 clusters Score -2.738111e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -27381742.000000 Penalty: 6151.524902
	Iteration 20F: 3 clusters Score -2.738174e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -27382112.000000 Penalty: 6151.524902
	Iteration 21Q: 3 clusters Score -2.738211e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 169814 members 
Entering Unmasked Estep 
Score: -27382396.000000 Penalty: 6151.524902
	Iteration 22Q: 3 clusters Score -2.73824e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -27382586.000000 Penalty: 6151.524902
	Iteration 23Q: 3 clusters Score -2.738259e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 171596 members 
Entering Unmasked Estep 
Score: -27382810.000000 Penalty: 6151.524902
	Iteration 24Q: 3 clusters Score -2.738281e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -27383112.000000 Penalty: 6151.524902
	Iteration 25Q: 3 clusters Score -2.738311e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 173222 members 
Entering Unmasked Estep 
Score: -27383090.000000 Penalty: 6151.524902
	Iteration 26Q: 3 clusters Score -2.738309e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 173980 members 
Entering Unmasked Estep 
Score: -27383266.000000 Penalty: 6151.524902
	Iteration 27Q: 3 clusters Score -2.738327e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 174735 members 
Entering Unmasked Estep 
Score: -27383396.000000 Penalty: 6151.524902
	Iteration 28Q: 3 clusters Score -2.73834e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 175469 members 
Entering Unmasked Estep 
Score: -27383546.000000 Penalty: 6151.524902
	Iteration 29Q: 3 clusters Score -2.738355e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 176212 members 
Entering Unmasked Estep 
Score: -27383616.000000 Penalty: 6151.524902
	Iteration 30Q: 3 clusters Score -2.738362e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 176959 members 
Entering Unmasked Estep 
Score: -27383778.000000 Penalty: 6151.524902
	Iteration 31Q: 3 clusters Score -2.738378e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -27383854.000000 Penalty: 6151.524902
	Iteration 32Q: 3 clusters Score -2.738385e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -27383940.000000 Penalty: 6151.524902
	Iteration 33Q: 3 clusters Score -2.738394e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -27384072.000000 Penalty: 6151.524902
	Iteration 34Q: 3 clusters Score -2.738407e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 180073 members 
Entering Unmasked Estep 
Score: -27384098.000000 Penalty: 6151.524902
	Iteration 35Q: 3 clusters Score -2.73841e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -27384208.000000 Penalty: 6151.524902
	Iteration 36Q: 3 clusters Score -2.738421e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 181669 members 
Entering Unmasked Estep 
Score: -27384248.000000 Penalty: 6151.524902
	Iteration 37Q: 3 clusters Score -2.738425e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 182437 members 
Entering Unmasked Estep 
Score: -27384412.000000 Penalty: 6151.524902
	Iteration 38Q: 3 clusters Score -2.738441e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 183234 members 
Entering Unmasked Estep 
Score: -27384492.000000 Penalty: 6151.524902
	Iteration 39Q: 3 clusters Score -2.738449e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -27384588.000000 Penalty: 6151.524902
	Iteration 40F: 3 clusters Score -2.738459e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 184900 members 
Entering Unmasked Estep 
Score: -27384648.000000 Penalty: 6151.524902
	Iteration 41Q: 3 clusters Score -2.738465e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 185700 members 
Entering Unmasked Estep 
Score: -27384812.000000 Penalty: 6151.524902
	Iteration 42Q: 3 clusters Score -2.738481e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 186499 members 
Entering Unmasked Estep 
Score: -27384866.000000 Penalty: 6151.524902
	Iteration 43Q: 3 clusters Score -2.738487e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 187285 members 
Entering Unmasked Estep 
Score: -27385004.000000 Penalty: 6151.524902
	Iteration 44Q: 3 clusters Score -2.7385e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 188100 members 
Entering Unmasked Estep 
Score: -27385090.000000 Penalty: 6151.524902
	Iteration 45Q: 3 clusters Score -2.738509e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 188966 members 
Entering Unmasked Estep 
Score: -27385232.000000 Penalty: 6151.524902
	Iteration 46Q: 3 clusters Score -2.738523e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 189882 members 
Entering Unmasked Estep 
Score: -27385346.000000 Penalty: 6151.524902
	Iteration 47Q: 3 clusters Score -2.738535e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 190768 members 
Entering Unmasked Estep 
Score: -27385410.000000 Penalty: 6151.524902
	Iteration 48Q: 3 clusters Score -2.738541e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 191625 members 
Entering Unmasked Estep 
Score: -27385534.000000 Penalty: 6151.524902
	Iteration 49Q: 3 clusters Score -2.738553e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 192535 members 
Entering Unmasked Estep 
Score: -27385720.000000 Penalty: 6151.524902
	Iteration 50Q: 3 clusters Score -2.738572e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 193456 members 
Entering Unmasked Estep 
Score: -27385982.000000 Penalty: 6151.524902
	Iteration 51Q: 3 clusters Score -2.738598e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 194402 members 
Entering Unmasked Estep 
Score: -27386084.000000 Penalty: 6151.524902
	Iteration 52Q: 3 clusters Score -2.738608e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 195364 members 
Entering Unmasked Estep 
Score: -27386288.000000 Penalty: 6151.524902
	Iteration 53Q: 3 clusters Score -2.738629e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 196399 members 
Entering Unmasked Estep 
Score: -27386604.000000 Penalty: 6151.524902
	Iteration 54Q: 3 clusters Score -2.73866e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 197527 members 
Entering Unmasked Estep 
Score: -27386754.000000 Penalty: 6151.524902
	Iteration 55Q: 3 clusters Score -2.738675e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 198609 members 
Entering Unmasked Estep 
Score: -27386980.000000 Penalty: 6151.524902
	Iteration 56Q: 3 clusters Score -2.738698e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 199735 members 
Entering Unmasked Estep 
Score: -27387244.000000 Penalty: 6151.524902
	Iteration 57Q: 3 clusters Score -2.738724e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 200912 members 
Entering Unmasked Estep 
Score: -27387330.000000 Penalty: 6151.524902
	Iteration 58Q: 3 clusters Score -2.738733e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 202176 members 
Entering Unmasked Estep 
Score: -27387644.000000 Penalty: 6151.524902
	Iteration 59Q: 3 clusters Score -2.738764e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 203447 members 
Entering Unmasked Estep 
Score: -27387866.000000 Penalty: 6151.524902
	Iteration 60F: 3 clusters Score -2.738787e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 204715 members 
Entering Unmasked Estep 
Score: -27388138.000000 Penalty: 6151.524902
	Iteration 61Q: 3 clusters Score -2.738814e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 205976 members 
Entering Unmasked Estep 
Score: -27388402.000000 Penalty: 6151.524902
	Iteration 62Q: 3 clusters Score -2.73884e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 207282 members 
Entering Unmasked Estep 
Score: -27388600.000000 Penalty: 6151.524902
	Iteration 63Q: 3 clusters Score -2.73886e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 208588 members 
Entering Unmasked Estep 
Score: -27388708.000000 Penalty: 6151.524902
	Iteration 64Q: 3 clusters Score -2.738871e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 209859 members 
Entering Unmasked Estep 
Score: -27388840.000000 Penalty: 6151.524902
	Iteration 65Q: 3 clusters Score -2.738884e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 211140 members 
Entering Unmasked Estep 
Score: -27388976.000000 Penalty: 6151.524902
	Iteration 66Q: 3 clusters Score -2.738898e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 212414 members 
Entering Unmasked Estep 
Score: -27389128.000000 Penalty: 6151.524902
	Iteration 67Q: 3 clusters Score -2.738913e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 213726 members 
Entering Unmasked Estep 
Score: -27389256.000000 Penalty: 6151.524902
	Iteration 68Q: 3 clusters Score -2.738926e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 215058 members 
Entering Unmasked Estep 
Score: -27389362.000000 Penalty: 6151.524902
	Iteration 69Q: 3 clusters Score -2.738936e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 216375 members 
Entering Unmasked Estep 
Score: -27389556.000000 Penalty: 6151.524902
	Iteration 70Q: 3 clusters Score -2.738956e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 217680 members 
Entering Unmasked Estep 
Score: -27389698.000000 Penalty: 6151.524902
	Iteration 71Q: 3 clusters Score -2.73897e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 218937 members 
Entering Unmasked Estep 
Score: -27389776.000000 Penalty: 6151.524902
	Iteration 72Q: 3 clusters Score -2.738978e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 220205 members 
Entering Unmasked Estep 
Score: -27389898.000000 Penalty: 6151.524902
	Iteration 73Q: 3 clusters Score -2.73899e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 221488 members 
Entering Unmasked Estep 
Score: -27389978.000000 Penalty: 6151.524902
	Iteration 74Q: 3 clusters Score -2.738998e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 222693 members 
Entering Unmasked Estep 
Score: -27389788.000000 Penalty: 6151.524902
	Iteration 75Q: 3 clusters Score -2.738979e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 223806 members 
Entering Unmasked Estep 
Score: -27389668.000000 Penalty: 6151.524902
	Iteration 76Q: 3 clusters Score -2.738967e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 224837 members 
Entering Unmasked Estep 
Score: -27389500.000000 Penalty: 6151.524902
	Iteration 77Q: 3 clusters Score -2.73895e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 225838 members 
Entering Unmasked Estep 
Score: -27389232.000000 Penalty: 6151.524902
	Iteration 78Q: 3 clusters Score -2.738923e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 226774 members 
Entering Unmasked Estep 
Score: -27389030.000000 Penalty: 6151.524902
	Iteration 79Q: 3 clusters Score -2.738903e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 227640 members 
Entering Unmasked Estep 
Score: -27388760.000000 Penalty: 6151.524902
	Iteration 80F: 3 clusters Score -2.738876e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 228420 members 
Entering Unmasked Estep 
Score: -27388528.000000 Penalty: 6151.524902
	Iteration 81Q: 3 clusters Score -2.738853e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 229209 members 
Entering Unmasked Estep 
Score: -27388206.000000 Penalty: 6151.524902
	Iteration 82Q: 3 clusters Score -2.738821e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 229968 members 
Entering Unmasked Estep 
Score: -27388052.000000 Penalty: 6151.524902
	Iteration 83Q: 3 clusters Score -2.738805e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 230668 members 
Entering Unmasked Estep 
Score: -27387860.000000 Penalty: 6151.524902
	Iteration 84Q: 3 clusters Score -2.738786e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 231301 members 
Entering Unmasked Estep 
Score: -27387678.000000 Penalty: 6151.524902
	Iteration 85Q: 3 clusters Score -2.738768e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 231894 members 
Entering Unmasked Estep 
Score: -27387604.000000 Penalty: 6151.524902
	Iteration 86Q: 3 clusters Score -2.73876e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 232456 members 
Entering Unmasked Estep 
Score: -27387396.000000 Penalty: 6151.524902
	Iteration 87Q: 3 clusters Score -2.73874e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 232969 members 
Entering Unmasked Estep 
Score: -27387150.000000 Penalty: 6151.524902
	Iteration 88Q: 3 clusters Score -2.738715e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 233463 members 
Entering Unmasked Estep 
Score: -27386968.000000 Penalty: 6151.524902
	Iteration 89Q: 3 clusters Score -2.738697e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 233946 members 
Entering Unmasked Estep 
Score: -27386946.000000 Penalty: 6151.524902
	Iteration 90Q: 3 clusters Score -2.738695e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 234362 members 
Entering Unmasked Estep 
Score: -27386902.000000 Penalty: 6151.524902
	Iteration 91Q: 3 clusters Score -2.73869e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 234779 members 
Entering Unmasked Estep 
Score: -27386766.000000 Penalty: 6151.524902
	Iteration 92Q: 3 clusters Score -2.738677e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 235166 members 
Entering Unmasked Estep 
Score: -27386646.000000 Penalty: 6151.524902
	Iteration 93Q: 3 clusters Score -2.738665e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 235514 members 
Entering Unmasked Estep 
Score: -27386552.000000 Penalty: 6151.524902
	Iteration 94Q: 3 clusters Score -2.738655e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 235873 members 
Entering Unmasked Estep 
Score: -27386478.000000 Penalty: 6151.524902
	Iteration 95Q: 3 clusters Score -2.738648e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 236195 members 
Entering Unmasked Estep 
Score: -27386278.000000 Penalty: 6151.524902
	Iteration 96Q: 3 clusters Score -2.738628e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 236502 members 
Entering Unmasked Estep 
Score: -27386188.000000 Penalty: 6151.524902
	Iteration 97Q: 3 clusters Score -2.738619e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 236781 members 
Entering Unmasked Estep 
Score: -27386102.000000 Penalty: 6151.524902
	Iteration 98Q: 3 clusters Score -2.73861e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 237020 members 
Entering Unmasked Estep 
Score: -27386056.000000 Penalty: 6151.524902
	Iteration 99Q: 3 clusters Score -2.738606e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 237224 members 
Entering Unmasked Estep 
Score: -27386002.000000 Penalty: 6151.524902
	Iteration 100F: 3 clusters Score -2.7386e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 237405 members 
Entering Unmasked Estep 
Score: -27385936.000000 Penalty: 6151.524902
	Iteration 101Q: 3 clusters Score -2.738594e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 237556 members 
Entering Unmasked Estep 
Score: -27385890.000000 Penalty: 6151.524902
	Iteration 102Q: 3 clusters Score -2.738589e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 237692 members 
Entering Unmasked Estep 
Score: -27385888.000000 Penalty: 6151.524902
	Iteration 103Q: 3 clusters Score -2.738589e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 237837 members 
Entering Unmasked Estep 
Score: -27385888.000000 Penalty: 6151.524902
	Iteration 104Q: 3 clusters Score -2.738589e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 237958 members 
Entering Unmasked Estep 
Score: -27385822.000000 Penalty: 6151.524902
	Iteration 105Q: 3 clusters Score -2.738582e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 238069 members 
Entering Unmasked Estep 
Score: -27385842.000000 Penalty: 6151.524902
	Iteration 106Q: 3 clusters Score -2.738584e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 238163 members 
Entering Unmasked Estep 
Score: -27385840.000000 Penalty: 6151.524902
	Iteration 107Q: 3 clusters Score -2.738584e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 238263 members 
Entering Unmasked Estep 
Score: -27385784.000000 Penalty: 6151.524902
	Iteration 108Q: 3 clusters Score -2.738578e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 238351 members 
Entering Unmasked Estep 
Score: -27385762.000000 Penalty: 6151.524902
	Iteration 109Q: 3 clusters Score -2.738576e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 238415 members 
Entering Unmasked Estep 
Score: -27385678.000000 Penalty: 6151.524902
	Iteration 110Q: 3 clusters Score -2.738568e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 238469 members 
Entering Unmasked Estep 
Score: -27385668.000000 Penalty: 6151.524902
	Iteration 111Q: 3 clusters Score -2.738567e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 238541 members 
Entering Unmasked Estep 
Score: -27385638.000000 Penalty: 6151.524902
	Iteration 112Q: 3 clusters Score -2.738564e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 238610 members 
Entering Unmasked Estep 
Score: -27385622.000000 Penalty: 6151.524902
	Iteration 113Q: 3 clusters Score -2.738562e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 238668 members 
Entering Unmasked Estep 
Score: -27385602.000000 Penalty: 6151.524902
	Iteration 114Q: 3 clusters Score -2.73856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 238714 members 
Entering Unmasked Estep 
Score: -27385580.000000 Penalty: 6151.524902
	Iteration 115Q: 3 clusters Score -2.738558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 238750 members 
Entering Unmasked Estep 
Score: -27385526.000000 Penalty: 6151.524902
	Iteration 116Q: 3 clusters Score -2.738553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 238790 members 
Entering Unmasked Estep 
Score: -27385558.000000 Penalty: 6151.524902
	Iteration 117Q: 3 clusters Score -2.738556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 238826 members 
Entering Unmasked Estep 
Score: -27385522.000000 Penalty: 6151.524902
	Iteration 118Q: 3 clusters Score -2.738552e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 238867 members 
Entering Unmasked Estep 
Score: -27385494.000000 Penalty: 6151.524902
	Iteration 119Q: 3 clusters Score -2.738549e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 238886 members 
Entering Unmasked Estep 
Score: -27385510.000000 Penalty: 6151.524902
	Iteration 120F: 3 clusters Score -2.738551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 238909 members 
Entering Unmasked Estep 
Score: -27385480.000000 Penalty: 6151.524902
	Iteration 121Q: 3 clusters Score -2.738548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 238930 members 
Entering Unmasked Estep 
Score: -27385504.000000 Penalty: 6151.524902
	Iteration 122Q: 3 clusters Score -2.73855e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 238952 members 
Entering Unmasked Estep 
Score: -27385516.000000 Penalty: 6151.524902
	Iteration 123Q: 3 clusters Score -2.738552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 238983 members 
Entering Unmasked Estep 
Score: -27385486.000000 Penalty: 6151.524902
	Iteration 124Q: 3 clusters Score -2.738549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 239014 members 
Entering Unmasked Estep 
Score: -27385500.000000 Penalty: 6151.524902
	Iteration 125Q: 3 clusters Score -2.73855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 239038 members 
Entering Unmasked Estep 
Score: -27385506.000000 Penalty: 6151.524902
	Iteration 126Q: 3 clusters Score -2.738551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 239051 members 
Entering Unmasked Estep 
Score: -27385484.000000 Penalty: 6151.524902
	Iteration 127Q: 3 clusters Score -2.738548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 239064 members 
Entering Unmasked Estep 
Score: -27385486.000000 Penalty: 6151.524902
	Iteration 128Q: 3 clusters Score -2.738549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 239076 members 
Entering Unmasked Estep 
Score: -27385496.000000 Penalty: 6151.524902
	Iteration 129Q: 3 clusters Score -2.73855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 239093 members 
Entering Unmasked Estep 
Score: -27385474.000000 Penalty: 6151.524902
	Iteration 130Q: 3 clusters Score -2.738547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 239101 members 
Entering Unmasked Estep 
Score: -27385466.000000 Penalty: 6151.524902
	Iteration 131Q: 3 clusters Score -2.738547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 239116 members 
Entering Unmasked Estep 
Score: -27385476.000000 Penalty: 6151.524902
	Iteration 132Q: 3 clusters Score -2.738548e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 239124 members 
Entering Unmasked Estep 
Score: -27385502.000000 Penalty: 6151.524902
	Iteration 133Q: 3 clusters Score -2.73855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 239127 members 
Entering Unmasked Estep 
Score: -27385508.000000 Penalty: 6151.524902
	Iteration 134Q: 3 clusters Score -2.738551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 239125 members 
Entering Unmasked Estep 
Score: -27385514.000000 Penalty: 6151.524902
	Iteration 135Q: 3 clusters Score -2.738551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 239136 members 
Entering Unmasked Estep 
Score: -27385514.000000 Penalty: 6151.524902
	Iteration 136Q: 3 clusters Score -2.738551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 239146 members 
Entering Unmasked Estep 
Score: -27385488.000000 Penalty: 6151.524902
	Iteration 137Q: 3 clusters Score -2.738549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 239152 members 
Entering Unmasked Estep 
Score: -27385512.000000 Penalty: 6151.524902
	Iteration 138Q: 3 clusters Score -2.738551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 239156 members 
Entering Unmasked Estep 
Score: -27385498.000000 Penalty: 6151.524902
	Iteration 139Q: 3 clusters Score -2.73855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 239162 members 
Entering Unmasked Estep 
Score: -27385494.000000 Penalty: 6151.524902
	Iteration 140F: 3 clusters Score -2.738549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 239169 members 
Entering Unmasked Estep 
Score: -27385520.000000 Penalty: 6151.524902
	Iteration 141Q: 3 clusters Score -2.738552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 239174 members 
Entering Unmasked Estep 
Score: -27385518.000000 Penalty: 6151.524902
	Iteration 142Q: 3 clusters Score -2.738552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -27385516.000000 Penalty: 6151.524902
	Iteration 143Q: 3 clusters Score -2.738552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 239184 members 
Entering Unmasked Estep 
Score: -27385484.000000 Penalty: 6151.524902
	Iteration 144Q: 3 clusters Score -2.738548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 239186 members 
Entering Unmasked Estep 
Score: -27385498.000000 Penalty: 6151.524902
	Iteration 145Q: 3 clusters Score -2.73855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 239184 members 
Entering Unmasked Estep 
Score: -27385502.000000 Penalty: 6151.524902
	Iteration 146Q: 3 clusters Score -2.73855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 239186 members 
Entering Unmasked Estep 
Score: -27385490.000000 Penalty: 6151.524902
	Iteration 147Q: 3 clusters Score -2.738549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -27385524.000000 Penalty: 6151.524902
	Iteration 148Q: 3 clusters Score -2.738552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -27385506.000000 Penalty: 6151.524902
	Iteration 149Q: 3 clusters Score -2.738551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 239179 members 
Entering Unmasked Estep 
Score: -27385512.000000 Penalty: 6151.524902
	Iteration 150Q: 3 clusters Score -2.738551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -27385514.000000 Penalty: 6151.524902
	Iteration 151Q: 3 clusters Score -2.738551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 239176 members 
Entering Unmasked Estep 
Score: -27385518.000000 Penalty: 6151.524902
	Iteration 152Q: 3 clusters Score -2.738552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 239174 members 
Entering Unmasked Estep 
Score: -27385544.000000 Penalty: 6151.524902
	Iteration 153Q: 3 clusters Score -2.738554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 239174 members 
Entering Unmasked Estep 
Score: -27385546.000000 Penalty: 6151.524902
	Iteration 154Q: 3 clusters Score -2.738555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 239175 members 
Entering Unmasked Estep 
Score: -27385552.000000 Penalty: 6151.524902
	Iteration 155Q: 3 clusters Score -2.738555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 239179 members 
Entering Unmasked Estep 
Score: -27385536.000000 Penalty: 6151.524902
	Iteration 156Q: 3 clusters Score -2.738554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 239181 members 
Entering Unmasked Estep 
Score: -27385540.000000 Penalty: 6151.524902
	Iteration 157Q: 3 clusters Score -2.738554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 239186 members 
Entering Unmasked Estep 
Score: -27385520.000000 Penalty: 6151.524902
	Iteration 158Q: 3 clusters Score -2.738552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 239189 members 
Entering Unmasked Estep 
Score: -27385522.000000 Penalty: 6151.524902
	Iteration 159Q: 3 clusters Score -2.738552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 239193 members 
Entering Unmasked Estep 
Score: -27385518.000000 Penalty: 6151.524902
	Iteration 160F: 3 clusters Score -2.738552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 239196 members 
Entering Unmasked Estep 
Score: -27385514.000000 Penalty: 6151.524902
	Iteration 161Q: 3 clusters Score -2.738551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 239202 members 
Entering Unmasked Estep 
Score: -27385510.000000 Penalty: 6151.524902
	Iteration 162Q: 3 clusters Score -2.738551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 239208 members 
Entering Unmasked Estep 
Score: -27385516.000000 Penalty: 6151.524902
	Iteration 163Q: 3 clusters Score -2.738552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 239213 members 
Entering Unmasked Estep 
Score: -27385500.000000 Penalty: 6151.524902
	Iteration 164Q: 3 clusters Score -2.73855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 239217 members 
Entering Unmasked Estep 
Score: -27385508.000000 Penalty: 6151.524902
	Iteration 165Q: 3 clusters Score -2.738551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 239225 members 
Entering Unmasked Estep 
Score: -27385498.000000 Penalty: 6151.524902
	Iteration 166Q: 3 clusters Score -2.73855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 239234 members 
Entering Unmasked Estep 
Score: -27385516.000000 Penalty: 6151.524902
	Iteration 167Q: 3 clusters Score -2.738552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 239242 members 
Entering Unmasked Estep 
Score: -27385526.000000 Penalty: 6151.524902
	Iteration 168Q: 3 clusters Score -2.738553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 239248 members 
Entering Unmasked Estep 
Score: -27385526.000000 Penalty: 6151.524902
	Iteration 169Q: 3 clusters Score -2.738553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 239253 members 
Entering Unmasked Estep 
Score: -27385518.000000 Penalty: 6151.524902
	Iteration 170Q: 3 clusters Score -2.738552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 239257 members 
Entering Unmasked Estep 
Score: -27385518.000000 Penalty: 6151.524902
	Iteration 171Q: 3 clusters Score -2.738552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 239259 members 
Entering Unmasked Estep 
Score: -27385508.000000 Penalty: 6151.524902
	Iteration 172Q: 3 clusters Score -2.738551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 239263 members 
Entering Unmasked Estep 
Score: -27385512.000000 Penalty: 6151.524902
	Iteration 173Q: 3 clusters Score -2.738551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 239270 members 
Entering Unmasked Estep 
Score: -27385532.000000 Penalty: 6151.524902
	Iteration 174Q: 3 clusters Score -2.738553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 239275 members 
Entering Unmasked Estep 
Score: -27385512.000000 Penalty: 6151.524902
	Iteration 175Q: 3 clusters Score -2.738551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 239275 members 
Entering Unmasked Estep 
Score: -27385518.000000 Penalty: 6151.524902
	Iteration 176Q: 3 clusters Score -2.738552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 239278 members 
Entering Unmasked Estep 
Score: -27385500.000000 Penalty: 6151.524902
	Iteration 177Q: 3 clusters Score -2.73855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 239281 members 
Entering Unmasked Estep 
Score: -27385492.000000 Penalty: 6151.524902
	Iteration 178Q: 3 clusters Score -2.738549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 239285 members 
Entering Unmasked Estep 
Score: -27385490.000000 Penalty: 6151.524902
	Iteration 179Q: 3 clusters Score -2.738549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 239287 members 
Entering Unmasked Estep 
Score: -27385478.000000 Penalty: 6151.524902
	Iteration 180F: 3 clusters Score -2.738548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 239290 members 
Entering Unmasked Estep 
Score: -27385470.000000 Penalty: 6151.524902
	Iteration 181Q: 3 clusters Score -2.738547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 239291 members 
Entering Unmasked Estep 
Score: -27385470.000000 Penalty: 6151.524902
	Iteration 182Q: 3 clusters Score -2.738547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 239291 members 
Entering Unmasked Estep 
Score: -27385470.000000 Penalty: 6151.524902
	Iteration 183F: 3 clusters Score -2.738547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 39151 members 
Mstep: Class 5 contains 52039 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 18247 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 239291 members 
Mstep: Class 18 contains 251467 members 
Mstep: Class 19 contains 50736 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 4062 members 
Entering Unmasked Estep 
Score: -88573624.000000 Penalty: 70802.812500
Splitting cluster 22 changes total score from -88572296.000000 to -88573624.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 39151 members 
Mstep: Class 5 contains 52039 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 18247 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 18 contains 251467 members 
Mstep: Class 19 contains 50736 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574064.000000 Penalty: 70802.812500
Iteration 79Q: 22 clusters Score -8.857406e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 3656 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 39160 members 
Mstep: Class 5 contains 52326 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 6195 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 18255 members 
Mstep: Class 15 contains 26027 members 
Mstep: Class 16 contains 238079 members 
Mstep: Class 18 contains 252078 members 
Mstep: Class 19 contains 50742 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574544.000000 Penalty: 70802.812500
Iteration 80F: 22 clusters Score -8.857454e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 3664 members 
Mstep: Class 3 contains 9211 members 
Mstep: Class 4 contains 38979 members 
Mstep: Class 5 contains 52104 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 18182 members 
Mstep: Class 15 contains 26064 members 
Mstep: Class 16 contains 239255 members 
Mstep: Class 18 contains 251550 members 
Mstep: Class 19 contains 50742 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 44095 members 
Mstep: Class 22 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574496.000000 Penalty: 70802.812500
Iteration 81Q: 22 clusters Score -8.85745e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 9168 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 5 contains 51966 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 5850 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 26131 members 
Mstep: Class 16 contains 240240 members 
Mstep: Class 18 contains 250960 members 
Mstep: Class 19 contains 50729 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 43982 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574512.000000 Penalty: 70802.812500
Iteration 82Q: 22 clusters Score -8.857451e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 9131 members 
Mstep: Class 4 contains 38732 members 
Mstep: Class 5 contains 51862 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 5886 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 26204 members 
Mstep: Class 16 contains 241093 members 
Mstep: Class 18 contains 250379 members 
Mstep: Class 19 contains 50715 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 43881 members 
Mstep: Class 22 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574112.000000 Penalty: 70802.812500
Iteration 83Q: 22 clusters Score -8.857411e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 9084 members 
Mstep: Class 4 contains 38626 members 
Mstep: Class 5 contains 51799 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 5919 members 
Mstep: Class 14 contains 18064 members 
Mstep: Class 15 contains 26273 members 
Mstep: Class 16 contains 241838 members 
Mstep: Class 18 contains 249817 members 
Mstep: Class 19 contains 50677 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 43826 members 
Mstep: Class 22 contains 4662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574144.000000 Penalty: 70802.812500
Iteration 84Q: 22 clusters Score -8.857414e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 3697 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 38541 members 
Mstep: Class 5 contains 51767 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 5952 members 
Mstep: Class 14 contains 18054 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 242397 members 
Mstep: Class 18 contains 249384 members 
Mstep: Class 19 contains 50644 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 43781 members 
Mstep: Class 22 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573992.000000 Penalty: 70802.812500
Iteration 85Q: 22 clusters Score -8.857399e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 38472 members 
Mstep: Class 5 contains 51742 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 4364 members 
Mstep: Class 13 contains 5971 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 26404 members 
Mstep: Class 16 contains 242786 members 
Mstep: Class 18 contains 249088 members 
Mstep: Class 19 contains 50602 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 43751 members 
Mstep: Class 22 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574064.000000 Penalty: 70802.812500
Iteration 86Q: 22 clusters Score -8.857406e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 8943 members 
Mstep: Class 4 contains 38410 members 
Mstep: Class 5 contains 51717 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 4358 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 18040 members 
Mstep: Class 15 contains 26466 members 
Mstep: Class 16 contains 243050 members 
Mstep: Class 18 contains 248899 members 
Mstep: Class 19 contains 50573 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 43717 members 
Mstep: Class 22 contains 4938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574296.000000 Penalty: 70802.812500
Iteration 87Q: 22 clusters Score -8.85743e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 38345 members 
Mstep: Class 5 contains 51700 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 12 contains 4358 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 18042 members 
Mstep: Class 15 contains 26519 members 
Mstep: Class 16 contains 243201 members 
Mstep: Class 18 contains 248756 members 
Mstep: Class 19 contains 50547 members 
Mstep: Class 20 contains 2264 members 
Mstep: Class 21 contains 43700 members 
Mstep: Class 22 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574336.000000 Penalty: 70802.812500
Iteration 88Q: 22 clusters Score -8.857434e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 3727 members 
Mstep: Class 3 contains 8868 members 
Mstep: Class 4 contains 38284 members 
Mstep: Class 5 contains 51677 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6205 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 6005 members 
Mstep: Class 14 contains 18032 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 243319 members 
Mstep: Class 18 contains 248660 members 
Mstep: Class 19 contains 50519 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 43668 members 
Mstep: Class 22 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574752.000000 Penalty: 70802.812500
Iteration 89Q: 22 clusters Score -8.857475e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 3732 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 38233 members 
Mstep: Class 5 contains 51647 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 4351 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 26640 members 
Mstep: Class 16 contains 243371 members 
Mstep: Class 18 contains 248616 members 
Mstep: Class 19 contains 50501 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 21 contains 43639 members 
Mstep: Class 22 contains 5286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574936.000000 Penalty: 70802.812500
Iteration 90Q: 22 clusters Score -8.857494e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 38182 members 
Mstep: Class 5 contains 51625 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6209 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 13 contains 6024 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 26700 members 
Mstep: Class 16 contains 243418 members 
Mstep: Class 18 contains 248597 members 
Mstep: Class 19 contains 50486 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 43613 members 
Mstep: Class 22 contains 5392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575088.000000 Penalty: 70802.812500
Iteration 91Q: 22 clusters Score -8.857509e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 8698 members 
Mstep: Class 4 contains 38130 members 
Mstep: Class 5 contains 51605 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6207 members 
Mstep: Class 12 contains 4333 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 18018 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 16 contains 243439 members 
Mstep: Class 18 contains 248605 members 
Mstep: Class 19 contains 50467 members 
Mstep: Class 20 contains 2212 members 
Mstep: Class 21 contains 43600 members 
Mstep: Class 22 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575024.000000 Penalty: 70802.812500
Iteration 92Q: 22 clusters Score -8.857502e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 8632 members 
Mstep: Class 4 contains 38089 members 
Mstep: Class 5 contains 51587 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 26846 members 
Mstep: Class 16 contains 243435 members 
Mstep: Class 18 contains 248614 members 
Mstep: Class 19 contains 50457 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 43586 members 
Mstep: Class 22 contains 5596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3351.324707 but Gain 3371.562500
Score: -88574816.000000 Penalty: 67431.250000
Iteration 93Q: 21 clusters Score -8.857482e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 38081 members 
Mstep: Class 5 contains 51683 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6059 members 
Mstep: Class 14 contains 18004 members 
Mstep: Class 15 contains 26927 members 
Mstep: Class 16 contains 244392 members 
Mstep: Class 18 contains 249539 members 
Mstep: Class 19 contains 50443 members 
Mstep: Class 21 contains 43588 members 
Mstep: Class 22 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576736.000000 Penalty: 67431.250000
Iteration 94Q: 21 clusters Score -8.857674e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 38034 members 
Mstep: Class 5 contains 51631 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 6083 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 26990 members 
Mstep: Class 16 contains 244376 members 
Mstep: Class 18 contains 249505 members 
Mstep: Class 19 contains 50456 members 
Mstep: Class 21 contains 43580 members 
Mstep: Class 22 contains 5808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576800.000000 Penalty: 67431.250000
Iteration 95Q: 21 clusters Score -8.85768e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 8474 members 
Mstep: Class 4 contains 37989 members 
Mstep: Class 5 contains 51596 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 27045 members 
Mstep: Class 16 contains 244325 members 
Mstep: Class 18 contains 249509 members 
Mstep: Class 19 contains 50457 members 
Mstep: Class 21 contains 43571 members 
Mstep: Class 22 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576664.000000 Penalty: 67431.250000
Iteration 96Q: 21 clusters Score -8.857666e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 37945 members 
Mstep: Class 5 contains 51574 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 6195 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 18023 members 
Mstep: Class 15 contains 27093 members 
Mstep: Class 16 contains 244228 members 
Mstep: Class 18 contains 249548 members 
Mstep: Class 19 contains 50460 members 
Mstep: Class 21 contains 43555 members 
Mstep: Class 22 contains 6061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576752.000000 Penalty: 67431.250000
Iteration 97Q: 21 clusters Score -8.857675e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 8388 members 
Mstep: Class 4 contains 37906 members 
Mstep: Class 5 contains 51544 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 18028 members 
Mstep: Class 15 contains 27137 members 
Mstep: Class 16 contains 244138 members 
Mstep: Class 18 contains 249582 members 
Mstep: Class 19 contains 50466 members 
Mstep: Class 21 contains 43554 members 
Mstep: Class 22 contains 6185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576984.000000 Penalty: 67431.250000
Iteration 98Q: 21 clusters Score -8.857698e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 37866 members 
Mstep: Class 5 contains 51526 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 6132 members 
Mstep: Class 14 contains 18025 members 
Mstep: Class 15 contains 27177 members 
Mstep: Class 16 contains 244025 members 
Mstep: Class 18 contains 249648 members 
Mstep: Class 19 contains 50461 members 
Mstep: Class 21 contains 43561 members 
Mstep: Class 22 contains 6297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576944.000000 Penalty: 67431.250000
Iteration 99Q: 21 clusters Score -8.857694e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 37832 members 
Mstep: Class 5 contains 51489 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 18031 members 
Mstep: Class 15 contains 27226 members 
Mstep: Class 16 contains 243945 members 
Mstep: Class 18 contains 249671 members 
Mstep: Class 19 contains 50452 members 
Mstep: Class 21 contains 43575 members 
Mstep: Class 22 contains 6417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577000.000000 Penalty: 67431.250000
Iteration 100F: 21 clusters Score -8.8577e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 37779 members 
Mstep: Class 5 contains 51437 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 18039 members 
Mstep: Class 15 contains 27270 members 
Mstep: Class 16 contains 243889 members 
Mstep: Class 18 contains 249677 members 
Mstep: Class 19 contains 50451 members 
Mstep: Class 21 contains 43580 members 
Mstep: Class 22 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577112.000000 Penalty: 67431.250000
Iteration 101Q: 21 clusters Score -8.857711e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 8243 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 51398 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 18049 members 
Mstep: Class 15 contains 27321 members 
Mstep: Class 16 contains 243829 members 
Mstep: Class 18 contains 249648 members 
Mstep: Class 19 contains 50447 members 
Mstep: Class 21 contains 43603 members 
Mstep: Class 22 contains 6711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577504.000000 Penalty: 67431.250000
Iteration 102Q: 21 clusters Score -8.85775e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 8206 members 
Mstep: Class 4 contains 37664 members 
Mstep: Class 5 contains 51371 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 18054 members 
Mstep: Class 15 contains 27360 members 
Mstep: Class 16 contains 243800 members 
Mstep: Class 18 contains 249613 members 
Mstep: Class 19 contains 50443 members 
Mstep: Class 21 contains 43611 members 
Mstep: Class 22 contains 6865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577536.000000 Penalty: 67431.250000
Iteration 103Q: 21 clusters Score -8.857754e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 8171 members 
Mstep: Class 4 contains 37597 members 
Mstep: Class 5 contains 51325 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6195 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 6155 members 
Mstep: Class 14 contains 18057 members 
Mstep: Class 15 contains 27406 members 
Mstep: Class 16 contains 243794 members 
Mstep: Class 18 contains 249566 members 
Mstep: Class 19 contains 50442 members 
Mstep: Class 21 contains 43616 members 
Mstep: Class 22 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577472.000000 Penalty: 67431.250000
Iteration 104Q: 21 clusters Score -8.857747e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 8136 members 
Mstep: Class 4 contains 37556 members 
Mstep: Class 5 contains 51269 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 18065 members 
Mstep: Class 15 contains 27465 members 
Mstep: Class 16 contains 243772 members 
Mstep: Class 18 contains 249508 members 
Mstep: Class 19 contains 50442 members 
Mstep: Class 21 contains 43614 members 
Mstep: Class 22 contains 7171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577664.000000 Penalty: 67431.250000
Iteration 105Q: 21 clusters Score -8.857766e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 37514 members 
Mstep: Class 5 contains 51212 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 6165 members 
Mstep: Class 14 contains 18066 members 
Mstep: Class 15 contains 27529 members 
Mstep: Class 16 contains 243749 members 
Mstep: Class 18 contains 249426 members 
Mstep: Class 19 contains 50433 members 
Mstep: Class 21 contains 43629 members 
Mstep: Class 22 contains 7339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578032.000000 Penalty: 67431.250000
Iteration 106Q: 21 clusters Score -8.857803e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 37470 members 
Mstep: Class 5 contains 51165 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6197 members 
Mstep: Class 12 contains 4283 members 
Mstep: Class 13 contains 6172 members 
Mstep: Class 14 contains 18075 members 
Mstep: Class 15 contains 27590 members 
Mstep: Class 16 contains 243742 members 
Mstep: Class 18 contains 249292 members 
Mstep: Class 19 contains 50434 members 
Mstep: Class 21 contains 43644 members 
Mstep: Class 22 contains 7518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577952.000000 Penalty: 67431.250000
Iteration 107Q: 21 clusters Score -8.857795e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 8034 members 
Mstep: Class 4 contains 37427 members 
Mstep: Class 5 contains 51123 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6204 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 6171 members 
Mstep: Class 14 contains 18082 members 
Mstep: Class 15 contains 27648 members 
Mstep: Class 16 contains 243727 members 
Mstep: Class 18 contains 249168 members 
Mstep: Class 19 contains 50430 members 
Mstep: Class 21 contains 43659 members 
Mstep: Class 22 contains 7709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578008.000000 Penalty: 67431.250000
Iteration 108Q: 21 clusters Score -8.857801e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 8003 members 
Mstep: Class 4 contains 37384 members 
Mstep: Class 5 contains 51091 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 4276 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 18084 members 
Mstep: Class 15 contains 27703 members 
Mstep: Class 16 contains 243689 members 
Mstep: Class 18 contains 249043 members 
Mstep: Class 19 contains 50426 members 
Mstep: Class 21 contains 43670 members 
Mstep: Class 22 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578048.000000 Penalty: 67431.250000
Iteration 109Q: 21 clusters Score -8.857805e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 7972 members 
Mstep: Class 4 contains 37338 members 
Mstep: Class 5 contains 51047 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 18084 members 
Mstep: Class 15 contains 27770 members 
Mstep: Class 16 contains 243699 members 
Mstep: Class 18 contains 248894 members 
Mstep: Class 19 contains 50420 members 
Mstep: Class 21 contains 43677 members 
Mstep: Class 22 contains 8105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578376.000000 Penalty: 67431.250000
Iteration 110Q: 21 clusters Score -8.857838e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 37301 members 
Mstep: Class 5 contains 51005 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6240 members 
Mstep: Class 12 contains 4263 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 18085 members 
Mstep: Class 15 contains 27821 members 
Mstep: Class 16 contains 243660 members 
Mstep: Class 18 contains 248793 members 
Mstep: Class 19 contains 50403 members 
Mstep: Class 21 contains 43679 members 
Mstep: Class 22 contains 8326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578600.000000 Penalty: 67431.250000
Iteration 111Q: 21 clusters Score -8.85786e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 7887 members 
Mstep: Class 4 contains 37256 members 
Mstep: Class 5 contains 50943 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 6193 members 
Mstep: Class 14 contains 18090 members 
Mstep: Class 15 contains 27882 members 
Mstep: Class 16 contains 243679 members 
Mstep: Class 18 contains 248677 members 
Mstep: Class 19 contains 50379 members 
Mstep: Class 21 contains 43687 members 
Mstep: Class 22 contains 8530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578584.000000 Penalty: 67431.250000
Iteration 112Q: 21 clusters Score -8.857858e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 37209 members 
Mstep: Class 5 contains 50864 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 18089 members 
Mstep: Class 15 contains 27928 members 
Mstep: Class 16 contains 243756 members 
Mstep: Class 18 contains 248519 members 
Mstep: Class 19 contains 50375 members 
Mstep: Class 21 contains 43696 members 
Mstep: Class 22 contains 8730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578712.000000 Penalty: 67431.250000
Iteration 113Q: 21 clusters Score -8.857871e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 7812 members 
Mstep: Class 4 contains 37175 members 
Mstep: Class 5 contains 50780 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 4244 members 
Mstep: Class 13 contains 6202 members 
Mstep: Class 14 contains 18089 members 
Mstep: Class 15 contains 27973 members 
Mstep: Class 16 contains 243822 members 
Mstep: Class 18 contains 248372 members 
Mstep: Class 19 contains 50365 members 
Mstep: Class 21 contains 43703 members 
Mstep: Class 22 contains 8932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578888.000000 Penalty: 67431.250000
Iteration 114Q: 21 clusters Score -8.857889e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 37140 members 
Mstep: Class 5 contains 50690 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 28034 members 
Mstep: Class 16 contains 243896 members 
Mstep: Class 18 contains 248231 members 
Mstep: Class 19 contains 50368 members 
Mstep: Class 21 contains 43714 members 
Mstep: Class 22 contains 9117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578992.000000 Penalty: 67431.250000
Iteration 115Q: 21 clusters Score -8.857899e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7715 members 
Mstep: Class 4 contains 37112 members 
Mstep: Class 5 contains 50607 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 18110 members 
Mstep: Class 15 contains 28095 members 
Mstep: Class 16 contains 243883 members 
Mstep: Class 18 contains 248140 members 
Mstep: Class 19 contains 50355 members 
Mstep: Class 21 contains 43720 members 
Mstep: Class 22 contains 9332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579192.000000 Penalty: 67431.250000
Iteration 116Q: 21 clusters Score -8.857919e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7656 members 
Mstep: Class 4 contains 37096 members 
Mstep: Class 5 contains 50523 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 4223 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 18115 members 
Mstep: Class 15 contains 28153 members 
Mstep: Class 16 contains 243817 members 
Mstep: Class 18 contains 248117 members 
Mstep: Class 19 contains 50346 members 
Mstep: Class 21 contains 43729 members 
Mstep: Class 22 contains 9542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579112.000000 Penalty: 67431.250000
Iteration 117Q: 21 clusters Score -8.857911e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 37078 members 
Mstep: Class 5 contains 50445 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 18117 members 
Mstep: Class 15 contains 28191 members 
Mstep: Class 16 contains 243751 members 
Mstep: Class 18 contains 248084 members 
Mstep: Class 19 contains 50334 members 
Mstep: Class 21 contains 43751 members 
Mstep: Class 22 contains 9747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579280.000000 Penalty: 67431.250000
Iteration 118Q: 21 clusters Score -8.857928e+07 nChanged 868
Entering ConstructFrom: 
Score: -88579280.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (40949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Entering Unmasked Estep 
Score: -4631649.500000 Penalty: 2633.780518
	Iteration 0F: 2 clusters Score -4631650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4604002.000000 Penalty: 5267.561035
	Iteration 0F: 3 clusters Score -4604002 nChanged 18778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -4614142.000000 Penalty: 5267.561035
	Iteration 1F: 3 clusters Score -4614142 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4614700.500000 Penalty: 5267.561035
	Iteration 2Q: 3 clusters Score -4614700 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4615302.000000 Penalty: 5267.561035
	Iteration 3Q: 3 clusters Score -4615302 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4616042.000000 Penalty: 5267.561035
	Iteration 4Q: 3 clusters Score -4616042 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4617067.000000 Penalty: 5267.561035
	Iteration 5F: 3 clusters Score -4617067 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -4618572.000000 Penalty: 5267.561035
	Iteration 6F: 3 clusters Score -4618572 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4620585.000000 Penalty: 5267.561035
	Iteration 7F: 3 clusters Score -4620585 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -4622965.000000 Penalty: 5267.561035
	Iteration 8F: 3 clusters Score -4622965 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4625382.000000 Penalty: 5267.561035
	Iteration 9F: 3 clusters Score -4625382 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4627264.500000 Penalty: 5267.561035
	Iteration 10Q: 3 clusters Score -4627264 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4628430.500000 Penalty: 5267.561035
	Iteration 11Q: 3 clusters Score -4628430 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4629097.000000 Penalty: 5267.561035
	Iteration 12Q: 3 clusters Score -4629097 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4629483.500000 Penalty: 5267.561035
	Iteration 13Q: 3 clusters Score -4629484 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4629702.500000 Penalty: 5267.561035
	Iteration 14Q: 3 clusters Score -4629702 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4629833.000000 Penalty: 5267.561035
	Iteration 15Q: 3 clusters Score -4629833 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4629891.000000 Penalty: 5267.561035
	Iteration 16Q: 3 clusters Score -4629891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4629917.000000 Penalty: 5267.561035
	Iteration 17Q: 3 clusters Score -4629917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4629919.500000 Penalty: 5267.561035
	Iteration 18Q: 3 clusters Score -4629920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4629929.000000 Penalty: 5267.561035
	Iteration 19Q: 3 clusters Score -4629929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4629946.500000 Penalty: 5267.561035
	Iteration 20F: 3 clusters Score -4629946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4629957.000000 Penalty: 5267.561035
	Iteration 21Q: 3 clusters Score -4629957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4629962.000000 Penalty: 5267.561035
	Iteration 22Q: 3 clusters Score -4629962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4629970.500000 Penalty: 5267.561035
	Iteration 23Q: 3 clusters Score -4629970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4629968.500000 Penalty: 5267.561035
	Iteration 24Q: 3 clusters Score -4629968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4629968.500000 Penalty: 5267.561035
	Iteration 25Q: 3 clusters Score -4629968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4629977.000000 Penalty: 5267.561035
	Iteration 26Q: 3 clusters Score -4629977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4629975.000000 Penalty: 5267.561035
	Iteration 27Q: 3 clusters Score -4629975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4629971.500000 Penalty: 5267.561035
	Iteration 28Q: 3 clusters Score -4629972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4629971.500000 Penalty: 5267.561035
	Iteration 29F: 3 clusters Score -4629972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -418475.906250 Penalty: 2050.072510
	Iteration 0F: 2 clusters Score -418475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -414677.906250 Penalty: 4100.145020
	Iteration 0F: 3 clusters Score -414677.9 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -415676.750000 Penalty: 4100.145020
	Iteration 1F: 3 clusters Score -415676.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -415996.500000 Penalty: 4100.145020
	Iteration 2F: 3 clusters Score -415996.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -416218.500000 Penalty: 4100.145020
	Iteration 3F: 3 clusters Score -416218.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -416388.625000 Penalty: 4100.145020
	Iteration 4F: 3 clusters Score -416388.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -416543.312500 Penalty: 4100.145020
	Iteration 5F: 3 clusters Score -416543.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -416675.906250 Penalty: 4100.145020
	Iteration 6Q: 3 clusters Score -416675.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -416783.437500 Penalty: 4100.145020
	Iteration 7Q: 3 clusters Score -416783.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -416856.468750 Penalty: 4100.145020
	Iteration 8Q: 3 clusters Score -416856.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -416905.062500 Penalty: 4100.145020
	Iteration 9Q: 3 clusters Score -416905.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -416950.531250 Penalty: 4100.145020
	Iteration 10Q: 3 clusters Score -416950.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -416990.031250 Penalty: 4100.145020
	Iteration 11Q: 3 clusters Score -416990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -417032.218750 Penalty: 4100.145020
	Iteration 12Q: 3 clusters Score -417032.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -417070.625000 Penalty: 4100.145020
	Iteration 13Q: 3 clusters Score -417070.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -417097.093750 Penalty: 4100.145020
	Iteration 14Q: 3 clusters Score -417097.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -417114.343750 Penalty: 4100.145020
	Iteration 15Q: 3 clusters Score -417114.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -417126.718750 Penalty: 4100.145020
	Iteration 16Q: 3 clusters Score -417126.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -417139.312500 Penalty: 4100.145020
	Iteration 17Q: 3 clusters Score -417139.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -417149.687500 Penalty: 4100.145020
	Iteration 18Q: 3 clusters Score -417149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -417154.312500 Penalty: 4100.145020
	Iteration 19Q: 3 clusters Score -417154.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -417159.218750 Penalty: 4100.145020
	Iteration 20F: 3 clusters Score -417159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -417163.093750 Penalty: 4100.145020
	Iteration 21Q: 3 clusters Score -417163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -417166.500000 Penalty: 4100.145020
	Iteration 22Q: 3 clusters Score -417166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -417166.406250 Penalty: 4100.145020
	Iteration 23Q: 3 clusters Score -417166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -417166.406250 Penalty: 4100.145020
	Iteration 24F: 3 clusters Score -417166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Entering Unmasked Estep 
Score: -854025.125000 Penalty: 2215.286865
	Iteration 0F: 2 clusters Score -854025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -847963.625000 Penalty: 4430.573730
	Iteration 0F: 3 clusters Score -847963.6 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -849660.187500 Penalty: 4430.573730
	Iteration 1F: 3 clusters Score -849660.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -849933.312500 Penalty: 4430.573730
	Iteration 2F: 3 clusters Score -849933.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -850104.500000 Penalty: 4430.573730
	Iteration 3Q: 3 clusters Score -850104.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -850264.000000 Penalty: 4430.573730
	Iteration 4Q: 3 clusters Score -850264 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -850422.937500 Penalty: 4430.573730
	Iteration 5Q: 3 clusters Score -850422.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -850588.625000 Penalty: 4430.573730
	Iteration 6Q: 3 clusters Score -850588.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -850804.250000 Penalty: 4430.573730
	Iteration 7Q: 3 clusters Score -850804.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -851044.875000 Penalty: 4430.573730
	Iteration 8Q: 3 clusters Score -851044.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -851387.937500 Penalty: 4430.573730
	Iteration 9Q: 3 clusters Score -851387.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -851727.125000 Penalty: 4430.573730
	Iteration 10Q: 3 clusters Score -851727.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -851983.625000 Penalty: 4430.573730
	Iteration 11Q: 3 clusters Score -851983.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -852218.875000 Penalty: 4430.573730
	Iteration 12Q: 3 clusters Score -852218.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -852435.250000 Penalty: 4430.573730
	Iteration 13Q: 3 clusters Score -852435.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -852614.875000 Penalty: 4430.573730
	Iteration 14Q: 3 clusters Score -852614.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -852741.312500 Penalty: 4430.573730
	Iteration 15Q: 3 clusters Score -852741.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -852839.125000 Penalty: 4430.573730
	Iteration 16Q: 3 clusters Score -852839.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -852894.125000 Penalty: 4430.573730
	Iteration 17Q: 3 clusters Score -852894.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -852934.750000 Penalty: 4430.573730
	Iteration 18Q: 3 clusters Score -852934.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -852962.375000 Penalty: 4430.573730
	Iteration 19Q: 3 clusters Score -852962.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -852978.687500 Penalty: 4430.573730
	Iteration 20F: 3 clusters Score -852978.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -852991.062500 Penalty: 4430.573730
	Iteration 21Q: 3 clusters Score -852991.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -853004.375000 Penalty: 4430.573730
	Iteration 22Q: 3 clusters Score -853004.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -853014.687500 Penalty: 4430.573730
	Iteration 23Q: 3 clusters Score -853014.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -853024.375000 Penalty: 4430.573730
	Iteration 24Q: 3 clusters Score -853024.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -853036.187500 Penalty: 4430.573730
	Iteration 25Q: 3 clusters Score -853036.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -853048.375000 Penalty: 4430.573730
	Iteration 26Q: 3 clusters Score -853048.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -853056.437500 Penalty: 4430.573730
	Iteration 27Q: 3 clusters Score -853056.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -853064.187500 Penalty: 4430.573730
	Iteration 28Q: 3 clusters Score -853064.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -853070.187500 Penalty: 4430.573730
	Iteration 29Q: 3 clusters Score -853070.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -853081.062500 Penalty: 4430.573730
	Iteration 30Q: 3 clusters Score -853081.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -853095.625000 Penalty: 4430.573730
	Iteration 31Q: 3 clusters Score -853095.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -853112.875000 Penalty: 4430.573730
	Iteration 32Q: 3 clusters Score -853112.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -853126.375000 Penalty: 4430.573730
	Iteration 33Q: 3 clusters Score -853126.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -853142.750000 Penalty: 4430.573730
	Iteration 34Q: 3 clusters Score -853142.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -853152.875000 Penalty: 4430.573730
	Iteration 35Q: 3 clusters Score -853152.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -853161.062500 Penalty: 4430.573730
	Iteration 36Q: 3 clusters Score -853161.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -853170.000000 Penalty: 4430.573730
	Iteration 37Q: 3 clusters Score -853170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -853184.250000 Penalty: 4430.573730
	Iteration 38Q: 3 clusters Score -853184.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -853197.875000 Penalty: 4430.573730
	Iteration 39Q: 3 clusters Score -853197.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -853213.750000 Penalty: 4430.573730
	Iteration 40F: 3 clusters Score -853213.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -853230.375000 Penalty: 4430.573730
	Iteration 41Q: 3 clusters Score -853230.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -853243.062500 Penalty: 4430.573730
	Iteration 42Q: 3 clusters Score -853243.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -853250.375000 Penalty: 4430.573730
	Iteration 43Q: 3 clusters Score -853250.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -853255.625000 Penalty: 4430.573730
	Iteration 44Q: 3 clusters Score -853255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -853256.187500 Penalty: 4430.573730
	Iteration 45Q: 3 clusters Score -853256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -853260.312500 Penalty: 4430.573730
	Iteration 46Q: 3 clusters Score -853260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -853260.812500 Penalty: 4430.573730
	Iteration 47Q: 3 clusters Score -853260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -853262.187500 Penalty: 4430.573730
	Iteration 48Q: 3 clusters Score -853262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -853262.312500 Penalty: 4430.573730
	Iteration 49Q: 3 clusters Score -853262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -853262.812500 Penalty: 4430.573730
	Iteration 50Q: 3 clusters Score -853262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -853262.562500 Penalty: 4430.573730
	Iteration 51Q: 3 clusters Score -853262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -853262.375000 Penalty: 4430.573730
	Iteration 52Q: 3 clusters Score -853262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -853262.937500 Penalty: 4430.573730
	Iteration 53Q: 3 clusters Score -853262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -853262.937500 Penalty: 4430.573730
	Iteration 54F: 3 clusters Score -853262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Entering Unmasked Estep 
Score: -4220427.500000 Penalty: 2609.072998
	Iteration 0F: 2 clusters Score -4220428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4195250.500000 Penalty: 5218.145996
	Iteration 0F: 3 clusters Score -4195250 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4204382.000000 Penalty: 5218.145996
	Iteration 1F: 3 clusters Score -4204382 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4204898.500000 Penalty: 5218.145996
	Iteration 2Q: 3 clusters Score -4204898 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4205480.000000 Penalty: 5218.145996
	Iteration 3Q: 3 clusters Score -4205480 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4206211.500000 Penalty: 5218.145996
	Iteration 4Q: 3 clusters Score -4206212 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4207265.500000 Penalty: 5218.145996
	Iteration 5F: 3 clusters Score -4207266 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -4208828.000000 Penalty: 5218.145996
	Iteration 6F: 3 clusters Score -4208828 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4210990.500000 Penalty: 5218.145996
	Iteration 7F: 3 clusters Score -4210990 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4213332.000000 Penalty: 5218.145996
	Iteration 8F: 3 clusters Score -4213332 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4215238.500000 Penalty: 5218.145996
	Iteration 9F: 3 clusters Score -4215238 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4216511.000000 Penalty: 5218.145996
	Iteration 10Q: 3 clusters Score -4216511 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4217320.000000 Penalty: 5218.145996
	Iteration 11Q: 3 clusters Score -4217320 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4217784.500000 Penalty: 5218.145996
	Iteration 12Q: 3 clusters Score -4217784 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4218075.500000 Penalty: 5218.145996
	Iteration 13Q: 3 clusters Score -4218076 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4218230.000000 Penalty: 5218.145996
	Iteration 14Q: 3 clusters Score -4218230 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4218331.000000 Penalty: 5218.145996
	Iteration 15Q: 3 clusters Score -4218331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4218401.000000 Penalty: 5218.145996
	Iteration 16Q: 3 clusters Score -4218401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4218437.500000 Penalty: 5218.145996
	Iteration 17Q: 3 clusters Score -4218438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4218455.000000 Penalty: 5218.145996
	Iteration 18Q: 3 clusters Score -4218455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4218478.000000 Penalty: 5218.145996
	Iteration 19Q: 3 clusters Score -4218478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4218489.000000 Penalty: 5218.145996
	Iteration 20F: 3 clusters Score -4218489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4218499.500000 Penalty: 5218.145996
	Iteration 21Q: 3 clusters Score -4218500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4218502.500000 Penalty: 5218.145996
	Iteration 22Q: 3 clusters Score -4218502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4218508.500000 Penalty: 5218.145996
	Iteration 23Q: 3 clusters Score -4218508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4218507.500000 Penalty: 5218.145996
	Iteration 24Q: 3 clusters Score -4218508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4218508.000000 Penalty: 5218.145996
	Iteration 25Q: 3 clusters Score -4218508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4218507.500000 Penalty: 5218.145996
	Iteration 26Q: 3 clusters Score -4218508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4218511.000000 Penalty: 5218.145996
	Iteration 27Q: 3 clusters Score -4218511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4218514.000000 Penalty: 5218.145996
	Iteration 28Q: 3 clusters Score -4218514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4218518.000000 Penalty: 5218.145996
	Iteration 29Q: 3 clusters Score -4218518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4218520.500000 Penalty: 5218.145996
	Iteration 30Q: 3 clusters Score -4218520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4218519.500000 Penalty: 5218.145996
	Iteration 31Q: 3 clusters Score -4218520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4218520.000000 Penalty: 5218.145996
	Iteration 32Q: 3 clusters Score -4218520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4218522.000000 Penalty: 5218.145996
	Iteration 33Q: 3 clusters Score -4218522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4218521.500000 Penalty: 5218.145996
	Iteration 34Q: 3 clusters Score -4218522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4218525.000000 Penalty: 5218.145996
	Iteration 35Q: 3 clusters Score -4218525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4218522.000000 Penalty: 5218.145996
	Iteration 36Q: 3 clusters Score -4218522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4218522.000000 Penalty: 5218.145996
	Iteration 37F: 3 clusters Score -4218522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Entering Unmasked Estep 
Score: -5548054.000000 Penalty: 2685.143311
	Iteration 0F: 2 clusters Score -5548054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -5513964.500000 Penalty: 5370.286621
	Iteration 0F: 3 clusters Score -5513964 nChanged 23443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5527008.500000 Penalty: 5370.286621
	Iteration 1F: 3 clusters Score -5527008 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5527705.000000 Penalty: 5370.286621
	Iteration 2Q: 3 clusters Score -5527705 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5528358.000000 Penalty: 5370.286621
	Iteration 3Q: 3 clusters Score -5528358 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -5529187.500000 Penalty: 5370.286621
	Iteration 4Q: 3 clusters Score -5529188 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -5530418.000000 Penalty: 5370.286621
	Iteration 5Q: 3 clusters Score -5530418 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -5532304.000000 Penalty: 5370.286621
	Iteration 6F: 3 clusters Score -5532304 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -5534934.000000 Penalty: 5370.286621
	Iteration 7F: 3 clusters Score -5534934 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5538153.000000 Penalty: 5370.286621
	Iteration 8F: 3 clusters Score -5538153 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -5541133.000000 Penalty: 5370.286621
	Iteration 9F: 3 clusters Score -5541133 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -5543242.500000 Penalty: 5370.286621
	Iteration 10Q: 3 clusters Score -5543242 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -5544452.500000 Penalty: 5370.286621
	Iteration 11Q: 3 clusters Score -5544452 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5545063.000000 Penalty: 5370.286621
	Iteration 12Q: 3 clusters Score -5545063 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -5545393.500000 Penalty: 5370.286621
	Iteration 13Q: 3 clusters Score -5545394 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -5545561.000000 Penalty: 5370.286621
	Iteration 14Q: 3 clusters Score -5545561 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -5545633.000000 Penalty: 5370.286621
	Iteration 15Q: 3 clusters Score -5545633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -5545701.500000 Penalty: 5370.286621
	Iteration 16Q: 3 clusters Score -5545702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -5545741.500000 Penalty: 5370.286621
	Iteration 17Q: 3 clusters Score -5545742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -5545790.000000 Penalty: 5370.286621
	Iteration 18Q: 3 clusters Score -5545790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -5545814.500000 Penalty: 5370.286621
	Iteration 19Q: 3 clusters Score -5545814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5545826.500000 Penalty: 5370.286621
	Iteration 20F: 3 clusters Score -5545826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -5545836.000000 Penalty: 5370.286621
	Iteration 21Q: 3 clusters Score -5545836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -5545850.500000 Penalty: 5370.286621
	Iteration 22Q: 3 clusters Score -5545850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -5545856.500000 Penalty: 5370.286621
	Iteration 23Q: 3 clusters Score -5545856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -5545871.500000 Penalty: 5370.286621
	Iteration 24Q: 3 clusters Score -5545872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -5545878.500000 Penalty: 5370.286621
	Iteration 25Q: 3 clusters Score -5545878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5545883.500000 Penalty: 5370.286621
	Iteration 26Q: 3 clusters Score -5545884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -5545888.500000 Penalty: 5370.286621
	Iteration 27Q: 3 clusters Score -5545888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -5545897.000000 Penalty: 5370.286621
	Iteration 28Q: 3 clusters Score -5545897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -5545907.500000 Penalty: 5370.286621
	Iteration 29Q: 3 clusters Score -5545908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -5545917.500000 Penalty: 5370.286621
	Iteration 30Q: 3 clusters Score -5545918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -5545915.000000 Penalty: 5370.286621
	Iteration 31Q: 3 clusters Score -5545915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -5545911.500000 Penalty: 5370.286621
	Iteration 32Q: 3 clusters Score -5545912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -5545911.500000 Penalty: 5370.286621
	Iteration 33F: 3 clusters Score -5545912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101680.781250 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -101680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99784.195312 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -99784.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100077.406250 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -100077.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100173.390625 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -100173.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100221.507812 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -100221.5 nChanged 20
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: -100248.437500 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -100248.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100272.523438 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -100272.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -100310.765625 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -100310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100338.718750 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -100338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100369.187500 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -100369.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100417.851562 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -100417.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100492.882812 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -100492.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100569.765625 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -100569.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100625.742188 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -100625.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -100682.789062 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -100682.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100746.218750 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -100746.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -100824.054688 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -100824.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100954.851562 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -100954.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -101217.937500 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -101217.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -101350.921875 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -101350.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -101406.648438 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -101406.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -101429.953125 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -101430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -101454.796875 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -101454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -101480.476562 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -101480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -101508.890625 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -101508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -101539.531250 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -101539.5 nChanged 8
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: -101581.562500 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -101581.6 nChanged 8
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: -101627.929688 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -101627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -101665.632812 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -101665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -101674.070312 Penalty: 3408.061279
	Iteration 28Q: 3 clusters Score -101674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -101674.070312 Penalty: 3408.061279
	Iteration 29F: 3 clusters Score -101674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22480.421875 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22480.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22563.181641 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22563.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22569.396484 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22569.396484 Penalty: 2716.325684
	Iteration 3F: 3 clusters Score -22569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81097.203125 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81097.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81606.523438 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81606.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -81799.640625 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81799.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81932.398438 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -81932.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -81998.281250 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -81998.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82050.500000 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -82050.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -82092.617188 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -82092.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -82125.781250 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -82125.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82144.789062 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -82144.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -82160.460938 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -82160.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -82170.046875 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -82170.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -82183.015625 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -82183.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82206.156250 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -82206.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -82223.890625 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -82223.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82251.687500 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -82251.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82259.726562 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -82259.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -82261.710938 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -82261.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -82261.710938 Penalty: 3322.340820
	Iteration 17F: 3 clusters Score -82261.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30471.716797 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30471.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30605.277344 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30605.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30628.275391 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30628.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30640.220703 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30640.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30646.796875 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30652.023438 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -30652.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30654.074219 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -30654.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30657.289062 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -30657.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30657.289062 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -30657.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -123451.968750 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -123452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121434.398438 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -121434.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121728.015625 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -121728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121809.703125 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -121809.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121848.218750 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -121848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121872.085938 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -121872.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121889.421875 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -121889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121907.312500 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -121907.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121919.773438 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -121919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -121929.273438 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -121929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121932.429688 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -121932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121935.484375 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -121935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121936.117188 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -121936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121938.179688 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -121938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121939.367188 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -121939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121939.968750 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -121940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121939.968750 Penalty: 3482.014648
	Iteration 15F: 3 clusters Score -121940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -645331.562500 Penalty: 2167.762207
	Iteration 0F: 2 clusters Score -645331.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -640037.562500 Penalty: 4335.524414
	Iteration 0F: 3 clusters Score -640037.6 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -641410.687500 Penalty: 4335.524414
	Iteration 1F: 3 clusters Score -641410.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -641644.437500 Penalty: 4335.524414
	Iteration 2F: 3 clusters Score -641644.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -641814.250000 Penalty: 4335.524414
	Iteration 3F: 3 clusters Score -641814.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -641946.812500 Penalty: 4335.524414
	Iteration 4Q: 3 clusters Score -641946.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -642043.500000 Penalty: 4335.524414
	Iteration 5Q: 3 clusters Score -642043.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -642113.062500 Penalty: 4335.524414
	Iteration 6Q: 3 clusters Score -642113.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -642164.437500 Penalty: 4335.524414
	Iteration 7Q: 3 clusters Score -642164.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -642224.312500 Penalty: 4335.524414
	Iteration 8Q: 3 clusters Score -642224.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -642277.500000 Penalty: 4335.524414
	Iteration 9Q: 3 clusters Score -642277.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -642337.437500 Penalty: 4335.524414
	Iteration 10Q: 3 clusters Score -642337.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -642407.375000 Penalty: 4335.524414
	Iteration 11Q: 3 clusters Score -642407.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -642472.750000 Penalty: 4335.524414
	Iteration 12Q: 3 clusters Score -642472.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -642537.937500 Penalty: 4335.524414
	Iteration 13Q: 3 clusters Score -642537.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -642611.937500 Penalty: 4335.524414
	Iteration 14Q: 3 clusters Score -642611.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -642687.125000 Penalty: 4335.524414
	Iteration 15Q: 3 clusters Score -642687.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -642768.625000 Penalty: 4335.524414
	Iteration 16Q: 3 clusters Score -642768.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -642868.437500 Penalty: 4335.524414
	Iteration 17Q: 3 clusters Score -642868.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -642969.937500 Penalty: 4335.524414
	Iteration 18Q: 3 clusters Score -642969.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -643080.125000 Penalty: 4335.524414
	Iteration 19Q: 3 clusters Score -643080.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -643193.687500 Penalty: 4335.524414
	Iteration 20F: 3 clusters Score -643193.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -643281.062500 Penalty: 4335.524414
	Iteration 21Q: 3 clusters Score -643281.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -643354.437500 Penalty: 4335.524414
	Iteration 22Q: 3 clusters Score -643354.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -643418.937500 Penalty: 4335.524414
	Iteration 23Q: 3 clusters Score -643418.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -643470.687500 Penalty: 4335.524414
	Iteration 24Q: 3 clusters Score -643470.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -643522.250000 Penalty: 4335.524414
	Iteration 25Q: 3 clusters Score -643522.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -643575.187500 Penalty: 4335.524414
	Iteration 26Q: 3 clusters Score -643575.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -643646.062500 Penalty: 4335.524414
	Iteration 27Q: 3 clusters Score -643646.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -643714.312500 Penalty: 4335.524414
	Iteration 28Q: 3 clusters Score -643714.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -643784.500000 Penalty: 4335.524414
	Iteration 29Q: 3 clusters Score -643784.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -643847.000000 Penalty: 4335.524414
	Iteration 30Q: 3 clusters Score -643847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -643894.687500 Penalty: 4335.524414
	Iteration 31Q: 3 clusters Score -643894.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -643926.937500 Penalty: 4335.524414
	Iteration 32Q: 3 clusters Score -643926.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -643950.687500 Penalty: 4335.524414
	Iteration 33Q: 3 clusters Score -643950.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -643966.625000 Penalty: 4335.524414
	Iteration 34Q: 3 clusters Score -643966.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -643979.937500 Penalty: 4335.524414
	Iteration 35Q: 3 clusters Score -643979.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -643986.187500 Penalty: 4335.524414
	Iteration 36Q: 3 clusters Score -643986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -643992.312500 Penalty: 4335.524414
	Iteration 37Q: 3 clusters Score -643992.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -643994.437500 Penalty: 4335.524414
	Iteration 38Q: 3 clusters Score -643994.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -643999.250000 Penalty: 4335.524414
	Iteration 39Q: 3 clusters Score -643999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -643999.125000 Penalty: 4335.524414
	Iteration 40F: 3 clusters Score -643999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -644000.562500 Penalty: 4335.524414
	Iteration 41Q: 3 clusters Score -644000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -644004.812500 Penalty: 4335.524414
	Iteration 42Q: 3 clusters Score -644004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -644006.062500 Penalty: 4335.524414
	Iteration 43Q: 3 clusters Score -644006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -644008.812500 Penalty: 4335.524414
	Iteration 44Q: 3 clusters Score -644008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -644010.000000 Penalty: 4335.524414
	Iteration 45Q: 3 clusters Score -644010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -644012.125000 Penalty: 4335.524414
	Iteration 46Q: 3 clusters Score -644012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -644012.562500 Penalty: 4335.524414
	Iteration 47Q: 3 clusters Score -644012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -644014.750000 Penalty: 4335.524414
	Iteration 48Q: 3 clusters Score -644014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -644016.000000 Penalty: 4335.524414
	Iteration 49Q: 3 clusters Score -644016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -644017.000000 Penalty: 4335.524414
	Iteration 50Q: 3 clusters Score -644017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -644019.437500 Penalty: 4335.524414
	Iteration 51Q: 3 clusters Score -644019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -644019.687500 Penalty: 4335.524414
	Iteration 52Q: 3 clusters Score -644019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -644019.562500 Penalty: 4335.524414
	Iteration 53Q: 3 clusters Score -644019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -644020.125000 Penalty: 4335.524414
	Iteration 54Q: 3 clusters Score -644020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -644021.687500 Penalty: 4335.524414
	Iteration 55Q: 3 clusters Score -644021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -644023.375000 Penalty: 4335.524414
	Iteration 56Q: 3 clusters Score -644023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -644026.062500 Penalty: 4335.524414
	Iteration 57Q: 3 clusters Score -644026.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -644027.562500 Penalty: 4335.524414
	Iteration 58Q: 3 clusters Score -644027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -644028.000000 Penalty: 4335.524414
	Iteration 59Q: 3 clusters Score -644028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -644028.562500 Penalty: 4335.524414
	Iteration 60F: 3 clusters Score -644028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -644030.750000 Penalty: 4335.524414
	Iteration 61Q: 3 clusters Score -644030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -644030.000000 Penalty: 4335.524414
	Iteration 62Q: 3 clusters Score -644030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -644031.500000 Penalty: 4335.524414
	Iteration 63Q: 3 clusters Score -644031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -644032.187500 Penalty: 4335.524414
	Iteration 64Q: 3 clusters Score -644032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -644033.125000 Penalty: 4335.524414
	Iteration 65Q: 3 clusters Score -644033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -644034.125000 Penalty: 4335.524414
	Iteration 66Q: 3 clusters Score -644034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -644035.437500 Penalty: 4335.524414
	Iteration 67Q: 3 clusters Score -644035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -644037.562500 Penalty: 4335.524414
	Iteration 68Q: 3 clusters Score -644037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -644041.500000 Penalty: 4335.524414
	Iteration 69Q: 3 clusters Score -644041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -644041.562500 Penalty: 4335.524414
	Iteration 70Q: 3 clusters Score -644041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -644042.812500 Penalty: 4335.524414
	Iteration 71Q: 3 clusters Score -644042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -644045.187500 Penalty: 4335.524414
	Iteration 72Q: 3 clusters Score -644045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -644044.562500 Penalty: 4335.524414
	Iteration 73Q: 3 clusters Score -644044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -644047.562500 Penalty: 4335.524414
	Iteration 74Q: 3 clusters Score -644047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -644050.250000 Penalty: 4335.524414
	Iteration 75Q: 3 clusters Score -644050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -644051.812500 Penalty: 4335.524414
	Iteration 76Q: 3 clusters Score -644051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -644053.437500 Penalty: 4335.524414
	Iteration 77Q: 3 clusters Score -644053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -644055.937500 Penalty: 4335.524414
	Iteration 78Q: 3 clusters Score -644055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -644059.625000 Penalty: 4335.524414
	Iteration 79Q: 3 clusters Score -644059.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -644062.187500 Penalty: 4335.524414
	Iteration 80F: 3 clusters Score -644062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -644065.812500 Penalty: 4335.524414
	Iteration 81Q: 3 clusters Score -644065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -644067.062500 Penalty: 4335.524414
	Iteration 82Q: 3 clusters Score -644067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -644068.125000 Penalty: 4335.524414
	Iteration 83Q: 3 clusters Score -644068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -644069.375000 Penalty: 4335.524414
	Iteration 84Q: 3 clusters Score -644069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -644069.375000 Penalty: 4335.524414
	Iteration 85F: 3 clusters Score -644069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Entering Unmasked Estep 
Score: -475673.687500 Penalty: 2070.025879
	Iteration 0F: 2 clusters Score -475673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -471627.312500 Penalty: 4140.051758
	Iteration 0F: 3 clusters Score -471627.3 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -472553.781250 Penalty: 4140.051758
	Iteration 1F: 3 clusters Score -472553.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -472754.437500 Penalty: 4140.051758
	Iteration 2F: 3 clusters Score -472754.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -472909.000000 Penalty: 4140.051758
	Iteration 3Q: 3 clusters Score -472909 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -473135.718750 Penalty: 4140.051758
	Iteration 4Q: 3 clusters Score -473135.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -473594.875000 Penalty: 4140.051758
	Iteration 5F: 3 clusters Score -473594.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -474428.000000 Penalty: 4140.051758
	Iteration 6F: 3 clusters Score -474428 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -475059.312500 Penalty: 4140.051758
	Iteration 7F: 3 clusters Score -475059.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -475451.187500 Penalty: 4140.051758
	Iteration 8F: 3 clusters Score -475451.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -475680.031250 Penalty: 4140.051758
	Iteration 9F: 3 clusters Score -475680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -475777.937500 Penalty: 4140.051758
	Iteration 10Q: 3 clusters Score -475777.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -475832.531250 Penalty: 4140.051758
	Iteration 11Q: 3 clusters Score -475832.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -475870.000000 Penalty: 4140.051758
	Iteration 12Q: 3 clusters Score -475870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -475898.031250 Penalty: 4140.051758
	Iteration 13Q: 3 clusters Score -475898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -475917.562500 Penalty: 4140.051758
	Iteration 14Q: 3 clusters Score -475917.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -475939.750000 Penalty: 4140.051758
	Iteration 15Q: 3 clusters Score -475939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -475958.218750 Penalty: 4140.051758
	Iteration 16Q: 3 clusters Score -475958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -475964.031250 Penalty: 4140.051758
	Iteration 17Q: 3 clusters Score -475964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -475981.875000 Penalty: 4140.051758
	Iteration 18Q: 3 clusters Score -475981.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -475993.875000 Penalty: 4140.051758
	Iteration 19Q: 3 clusters Score -475993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -475998.437500 Penalty: 4140.051758
	Iteration 20F: 3 clusters Score -475998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -475999.093750 Penalty: 4140.051758
	Iteration 21Q: 3 clusters Score -475999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -475999.093750 Penalty: 4140.051758
	Iteration 22F: 3 clusters Score -475999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7575 members 
Mstep: Class 4 contains 37066 members 
Mstep: Class 5 contains 50372 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 18124 members 
Mstep: Class 15 contains 28224 members 
Mstep: Class 16 contains 243655 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 248041 members 
Mstep: Class 19 contains 50331 members 
Mstep: Class 21 contains 43763 members 
Mstep: Class 22 contains 9959 members 
Entering Unmasked Estep 
Score: -88578144.000000 Penalty: 70802.812500
Splitting cluster 12 changes total score from -88579280.000000 to -88578144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -696877.687500 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -696877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -691612.125000 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -691612.1 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -693008.062500 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -693008.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -693272.000000 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -693272 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -693423.312500 Penalty: 4332.979980
	Iteration 3Q: 3 clusters Score -693423.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -693537.562500 Penalty: 4332.979980
	Iteration 4Q: 3 clusters Score -693537.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -693620.750000 Penalty: 4332.979980
	Iteration 5Q: 3 clusters Score -693620.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -693689.000000 Penalty: 4332.979980
	Iteration 6Q: 3 clusters Score -693689 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -693751.937500 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -693751.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -693824.812500 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -693824.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -693888.937500 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -693888.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -693943.687500 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -693943.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -693996.750000 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -693996.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -694049.000000 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -694049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -694102.000000 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -694102 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -694154.625000 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -694154.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -694219.250000 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -694219.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -694285.687500 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -694285.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -694343.687500 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -694343.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -694399.625000 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -694399.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -694460.750000 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -694460.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -694529.062500 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -694529.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -694593.500000 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -694593.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -694638.125000 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -694638.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -694686.187500 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -694686.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -694740.375000 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -694740.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -694781.812500 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -694781.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -694816.812500 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -694816.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -694849.937500 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -694849.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -694884.437500 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -694884.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -694916.687500 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -694916.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -694934.250000 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -694934.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -694947.062500 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -694947.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -694959.687500 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -694959.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -694973.062500 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -694973.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -694982.062500 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -694982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -694989.562500 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -694989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -694995.250000 Penalty: 4332.979980
	Iteration 36Q: 3 clusters Score -694995.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -695003.375000 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -695003.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -695013.125000 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -695013.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -695020.812500 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -695020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -695024.187500 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -695024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -695032.562500 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -695032.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -695038.937500 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -695038.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -695046.062500 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -695046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -695054.125000 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -695054.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -695059.250000 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -695059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -695063.500000 Penalty: 4332.979980
	Iteration 46Q: 3 clusters Score -695063.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -695066.437500 Penalty: 4332.979980
	Iteration 47Q: 3 clusters Score -695066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -695068.687500 Penalty: 4332.979980
	Iteration 48Q: 3 clusters Score -695068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -695068.687500 Penalty: 4332.979980
	Iteration 49Q: 3 clusters Score -695068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -695070.125000 Penalty: 4332.979980
	Iteration 50Q: 3 clusters Score -695070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -695070.125000 Penalty: 4332.979980
	Iteration 51F: 3 clusters Score -695070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Entering Unmasked Estep 
Score: -2058638.375000 Penalty: 2431.638184
	Iteration 0F: 2 clusters Score -2058638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2045777.000000 Penalty: 4863.276367
	Iteration 0F: 3 clusters Score -2045777 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2050121.250000 Penalty: 4863.276367
	Iteration 1F: 3 clusters Score -2050121 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2050808.375000 Penalty: 4863.276367
	Iteration 2F: 3 clusters Score -2050808 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2051728.375000 Penalty: 4863.276367
	Iteration 3F: 3 clusters Score -2051728 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2052665.125000 Penalty: 4863.276367
	Iteration 4F: 3 clusters Score -2052665 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2053551.500000 Penalty: 4863.276367
	Iteration 5F: 3 clusters Score -2053552 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2054435.000000 Penalty: 4863.276367
	Iteration 6F: 3 clusters Score -2054435 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2055172.500000 Penalty: 4863.276367
	Iteration 7F: 3 clusters Score -2055172 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2055712.875000 Penalty: 4863.276367
	Iteration 8Q: 3 clusters Score -2055713 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2056071.375000 Penalty: 4863.276367
	Iteration 9Q: 3 clusters Score -2056071 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2056334.500000 Penalty: 4863.276367
	Iteration 10Q: 3 clusters Score -2056334 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2056525.625000 Penalty: 4863.276367
	Iteration 11Q: 3 clusters Score -2056526 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2056668.875000 Penalty: 4863.276367
	Iteration 12Q: 3 clusters Score -2056669 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2056798.250000 Penalty: 4863.276367
	Iteration 13Q: 3 clusters Score -2056798 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2056904.125000 Penalty: 4863.276367
	Iteration 14Q: 3 clusters Score -2056904 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2057003.125000 Penalty: 4863.276367
	Iteration 15Q: 3 clusters Score -2057003 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2057090.125000 Penalty: 4863.276367
	Iteration 16Q: 3 clusters Score -2057090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2057171.750000 Penalty: 4863.276367
	Iteration 17Q: 3 clusters Score -2057172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2057245.625000 Penalty: 4863.276367
	Iteration 18Q: 3 clusters Score -2057246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2057310.875000 Penalty: 4863.276367
	Iteration 19Q: 3 clusters Score -2057311 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2057356.125000 Penalty: 4863.276367
	Iteration 20F: 3 clusters Score -2057356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2057381.375000 Penalty: 4863.276367
	Iteration 21Q: 3 clusters Score -2057381 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2057409.625000 Penalty: 4863.276367
	Iteration 22Q: 3 clusters Score -2057410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2057429.375000 Penalty: 4863.276367
	Iteration 23Q: 3 clusters Score -2057429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2057457.000000 Penalty: 4863.276367
	Iteration 24Q: 3 clusters Score -2057457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2057476.250000 Penalty: 4863.276367
	Iteration 25Q: 3 clusters Score -2057476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2057494.250000 Penalty: 4863.276367
	Iteration 26Q: 3 clusters Score -2057494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2057501.125000 Penalty: 4863.276367
	Iteration 27Q: 3 clusters Score -2057501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2057516.750000 Penalty: 4863.276367
	Iteration 28Q: 3 clusters Score -2057517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2057518.250000 Penalty: 4863.276367
	Iteration 29Q: 3 clusters Score -2057518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2057523.250000 Penalty: 4863.276367
	Iteration 30Q: 3 clusters Score -2057523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2057527.125000 Penalty: 4863.276367
	Iteration 31Q: 3 clusters Score -2057527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2057531.500000 Penalty: 4863.276367
	Iteration 32Q: 3 clusters Score -2057532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2057533.500000 Penalty: 4863.276367
	Iteration 33Q: 3 clusters Score -2057534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2057536.375000 Penalty: 4863.276367
	Iteration 34Q: 3 clusters Score -2057536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2057537.000000 Penalty: 4863.276367
	Iteration 35Q: 3 clusters Score -2057537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2057539.625000 Penalty: 4863.276367
	Iteration 36Q: 3 clusters Score -2057540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2057543.750000 Penalty: 4863.276367
	Iteration 37Q: 3 clusters Score -2057544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2057541.875000 Penalty: 4863.276367
	Iteration 38Q: 3 clusters Score -2057542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2057543.250000 Penalty: 4863.276367
	Iteration 39Q: 3 clusters Score -2057543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2057543.375000 Penalty: 4863.276367
	Iteration 40F: 3 clusters Score -2057543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2057546.125000 Penalty: 4863.276367
	Iteration 41Q: 3 clusters Score -2057546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2057546.000000 Penalty: 4863.276367
	Iteration 42Q: 3 clusters Score -2057546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2057545.750000 Penalty: 4863.276367
	Iteration 43Q: 3 clusters Score -2057546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2057549.375000 Penalty: 4863.276367
	Iteration 44Q: 3 clusters Score -2057549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2057553.375000 Penalty: 4863.276367
	Iteration 45Q: 3 clusters Score -2057553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2057552.250000 Penalty: 4863.276367
	Iteration 46Q: 3 clusters Score -2057552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2057555.625000 Penalty: 4863.276367
	Iteration 47Q: 3 clusters Score -2057556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2057556.250000 Penalty: 4863.276367
	Iteration 48Q: 3 clusters Score -2057556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2057560.500000 Penalty: 4863.276367
	Iteration 49Q: 3 clusters Score -2057560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2057559.750000 Penalty: 4863.276367
	Iteration 50Q: 3 clusters Score -2057560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2057561.125000 Penalty: 4863.276367
	Iteration 51Q: 3 clusters Score -2057561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2057570.375000 Penalty: 4863.276367
	Iteration 52Q: 3 clusters Score -2057570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2057574.125000 Penalty: 4863.276367
	Iteration 53Q: 3 clusters Score -2057574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2057573.125000 Penalty: 4863.276367
	Iteration 54Q: 3 clusters Score -2057573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2057577.125000 Penalty: 4863.276367
	Iteration 55Q: 3 clusters Score -2057577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2057585.875000 Penalty: 4863.276367
	Iteration 56Q: 3 clusters Score -2057586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2057589.250000 Penalty: 4863.276367
	Iteration 57Q: 3 clusters Score -2057589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2057589.625000 Penalty: 4863.276367
	Iteration 58Q: 3 clusters Score -2057590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2057592.000000 Penalty: 4863.276367
	Iteration 59Q: 3 clusters Score -2057592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2057597.750000 Penalty: 4863.276367
	Iteration 60F: 3 clusters Score -2057598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2057606.375000 Penalty: 4863.276367
	Iteration 61Q: 3 clusters Score -2057606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2057613.000000 Penalty: 4863.276367
	Iteration 62Q: 3 clusters Score -2057613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2057631.500000 Penalty: 4863.276367
	Iteration 63Q: 3 clusters Score -2057632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2057642.125000 Penalty: 4863.276367
	Iteration 64Q: 3 clusters Score -2057642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2057656.250000 Penalty: 4863.276367
	Iteration 65Q: 3 clusters Score -2057656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2057662.875000 Penalty: 4863.276367
	Iteration 66Q: 3 clusters Score -2057663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2057667.125000 Penalty: 4863.276367
	Iteration 67Q: 3 clusters Score -2057667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2057669.875000 Penalty: 4863.276367
	Iteration 68Q: 3 clusters Score -2057670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2057676.000000 Penalty: 4863.276367
	Iteration 69Q: 3 clusters Score -2057676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2057683.250000 Penalty: 4863.276367
	Iteration 70Q: 3 clusters Score -2057683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2057689.125000 Penalty: 4863.276367
	Iteration 71Q: 3 clusters Score -2057689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2057692.375000 Penalty: 4863.276367
	Iteration 72Q: 3 clusters Score -2057692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2057696.000000 Penalty: 4863.276367
	Iteration 73Q: 3 clusters Score -2057696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2057696.875000 Penalty: 4863.276367
	Iteration 74Q: 3 clusters Score -2057697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2057697.875000 Penalty: 4863.276367
	Iteration 75Q: 3 clusters Score -2057698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2057701.000000 Penalty: 4863.276367
	Iteration 76Q: 3 clusters Score -2057701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2057700.375000 Penalty: 4863.276367
	Iteration 77Q: 3 clusters Score -2057700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2057701.375000 Penalty: 4863.276367
	Iteration 78Q: 3 clusters Score -2057701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2057705.250000 Penalty: 4863.276367
	Iteration 79Q: 3 clusters Score -2057705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2057705.250000 Penalty: 4863.276367
	Iteration 80F: 3 clusters Score -2057705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Entering Unmasked Estep 
Score: -3211705.500000 Penalty: 2541.486084
	Iteration 0F: 2 clusters Score -3211706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3192240.000000 Penalty: 5082.972168
	Iteration 0F: 3 clusters Score -3192240 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3199067.250000 Penalty: 5082.972168
	Iteration 1F: 3 clusters Score -3199067 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3199475.750000 Penalty: 5082.972168
	Iteration 2Q: 3 clusters Score -3199476 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3199857.250000 Penalty: 5082.972168
	Iteration 3Q: 3 clusters Score -3199857 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3200247.000000 Penalty: 5082.972168
	Iteration 4Q: 3 clusters Score -3200247 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3200689.000000 Penalty: 5082.972168
	Iteration 5Q: 3 clusters Score -3200689 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3201293.500000 Penalty: 5082.972168
	Iteration 6Q: 3 clusters Score -3201294 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3202146.000000 Penalty: 5082.972168
	Iteration 7F: 3 clusters Score -3202146 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3203411.000000 Penalty: 5082.972168
	Iteration 8F: 3 clusters Score -3203411 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3205044.000000 Penalty: 5082.972168
	Iteration 9F: 3 clusters Score -3205044 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3206699.250000 Penalty: 5082.972168
	Iteration 10F: 3 clusters Score -3206699 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3207950.500000 Penalty: 5082.972168
	Iteration 11Q: 3 clusters Score -3207950 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3208800.250000 Penalty: 5082.972168
	Iteration 12Q: 3 clusters Score -3208800 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3209267.750000 Penalty: 5082.972168
	Iteration 13Q: 3 clusters Score -3209268 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3209549.000000 Penalty: 5082.972168
	Iteration 14Q: 3 clusters Score -3209549 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3209710.750000 Penalty: 5082.972168
	Iteration 15Q: 3 clusters Score -3209711 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3209790.000000 Penalty: 5082.972168
	Iteration 16Q: 3 clusters Score -3209790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3209830.250000 Penalty: 5082.972168
	Iteration 17Q: 3 clusters Score -3209830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3209872.500000 Penalty: 5082.972168
	Iteration 18Q: 3 clusters Score -3209872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3209917.750000 Penalty: 5082.972168
	Iteration 19Q: 3 clusters Score -3209918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3209942.750000 Penalty: 5082.972168
	Iteration 20F: 3 clusters Score -3209943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3209958.250000 Penalty: 5082.972168
	Iteration 21Q: 3 clusters Score -3209958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3209979.250000 Penalty: 5082.972168
	Iteration 22Q: 3 clusters Score -3209979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3209991.250000 Penalty: 5082.972168
	Iteration 23Q: 3 clusters Score -3209991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3209998.750000 Penalty: 5082.972168
	Iteration 24Q: 3 clusters Score -3209999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3210001.500000 Penalty: 5082.972168
	Iteration 25Q: 3 clusters Score -3210002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3210000.750000 Penalty: 5082.972168
	Iteration 26Q: 3 clusters Score -3210001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3210004.250000 Penalty: 5082.972168
	Iteration 27Q: 3 clusters Score -3210004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3210004.250000 Penalty: 5082.972168
	Iteration 28Q: 3 clusters Score -3210004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3210004.250000 Penalty: 5082.972168
	Iteration 29F: 3 clusters Score -3210004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (243655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243655 members 
Entering Unmasked Estep 
Score: -27444282.000000 Penalty: 3076.070068
	Iteration 0F: 2 clusters Score -2.744428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 121787 members 
Entering Unmasked Estep 
Score: -27293358.000000 Penalty: 6152.140137
	Iteration 0F: 3 clusters Score -2.729336e+07 nChanged 117378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -27363456.000000 Penalty: 6152.140137
	Iteration 1F: 3 clusters Score -2.736346e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 125245 members 
Entering Unmasked Estep 
Score: -27365570.000000 Penalty: 6152.140137
	Iteration 2Q: 3 clusters Score -2.736557e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 127218 members 
Entering Unmasked Estep 
Score: -27368594.000000 Penalty: 6152.140137
	Iteration 3Q: 3 clusters Score -2.736859e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -27374614.000000 Penalty: 6152.140137
	Iteration 4Q: 3 clusters Score -2.737461e+07 nChanged 14787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -27384410.000000 Penalty: 6152.140137
	Iteration 5F: 3 clusters Score -2.738441e+07 nChanged 17680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 138068 members 
Entering Unmasked Estep 
Score: -27399178.000000 Penalty: 6152.140137
	Iteration 6F: 3 clusters Score -2.739918e+07 nChanged 18599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -27415376.000000 Penalty: 6152.140137
	Iteration 7F: 3 clusters Score -2.741538e+07 nChanged 15795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -27425704.000000 Penalty: 6152.140137
	Iteration 8F: 3 clusters Score -2.74257e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -27429588.000000 Penalty: 6152.140137
	Iteration 9Q: 3 clusters Score -2.742959e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -27431274.000000 Penalty: 6152.140137
	Iteration 10Q: 3 clusters Score -2.743127e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 149404 members 
Entering Unmasked Estep 
Score: -27432142.000000 Penalty: 6152.140137
	Iteration 11Q: 3 clusters Score -2.743214e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 150813 members 
Entering Unmasked Estep 
Score: -27433060.000000 Penalty: 6152.140137
	Iteration 12Q: 3 clusters Score -2.743306e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 152233 members 
Entering Unmasked Estep 
Score: -27433954.000000 Penalty: 6152.140137
	Iteration 13Q: 3 clusters Score -2.743395e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -27434618.000000 Penalty: 6152.140137
	Iteration 14Q: 3 clusters Score -2.743462e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -27435394.000000 Penalty: 6152.140137
	Iteration 15Q: 3 clusters Score -2.743539e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -27436114.000000 Penalty: 6152.140137
	Iteration 16Q: 3 clusters Score -2.743611e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -27436644.000000 Penalty: 6152.140137
	Iteration 17Q: 3 clusters Score -2.743664e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 158779 members 
Entering Unmasked Estep 
Score: -27437118.000000 Penalty: 6152.140137
	Iteration 18Q: 3 clusters Score -2.743712e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 160095 members 
Entering Unmasked Estep 
Score: -27437662.000000 Penalty: 6152.140137
	Iteration 19Q: 3 clusters Score -2.743766e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 161384 members 
Entering Unmasked Estep 
Score: -27438360.000000 Penalty: 6152.140137
	Iteration 20F: 3 clusters Score -2.743836e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 162486 members 
Entering Unmasked Estep 
Score: -27439040.000000 Penalty: 6152.140137
	Iteration 21Q: 3 clusters Score -2.743904e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -27439670.000000 Penalty: 6152.140137
	Iteration 22Q: 3 clusters Score -2.743967e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 164707 members 
Entering Unmasked Estep 
Score: -27440198.000000 Penalty: 6152.140137
	Iteration 23Q: 3 clusters Score -2.74402e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -27440536.000000 Penalty: 6152.140137
	Iteration 24Q: 3 clusters Score -2.744054e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 166537 members 
Entering Unmasked Estep 
Score: -27440956.000000 Penalty: 6152.140137
	Iteration 25Q: 3 clusters Score -2.744096e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -27441306.000000 Penalty: 6152.140137
	Iteration 26Q: 3 clusters Score -2.744131e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 168031 members 
Entering Unmasked Estep 
Score: -27441572.000000 Penalty: 6152.140137
	Iteration 27Q: 3 clusters Score -2.744157e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 168699 members 
Entering Unmasked Estep 
Score: -27441676.000000 Penalty: 6152.140137
	Iteration 28Q: 3 clusters Score -2.744168e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -27441776.000000 Penalty: 6152.140137
	Iteration 29Q: 3 clusters Score -2.744178e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 169834 members 
Entering Unmasked Estep 
Score: -27441858.000000 Penalty: 6152.140137
	Iteration 30Q: 3 clusters Score -2.744186e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -27441948.000000 Penalty: 6152.140137
	Iteration 31Q: 3 clusters Score -2.744195e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 170800 members 
Entering Unmasked Estep 
Score: -27442002.000000 Penalty: 6152.140137
	Iteration 32Q: 3 clusters Score -2.7442e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -27442084.000000 Penalty: 6152.140137
	Iteration 33Q: 3 clusters Score -2.744208e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 171747 members 
Entering Unmasked Estep 
Score: -27442082.000000 Penalty: 6152.140137
	Iteration 34Q: 3 clusters Score -2.744208e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 172229 members 
Entering Unmasked Estep 
Score: -27442110.000000 Penalty: 6152.140137
	Iteration 35Q: 3 clusters Score -2.744211e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -27442120.000000 Penalty: 6152.140137
	Iteration 36Q: 3 clusters Score -2.744212e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -27442136.000000 Penalty: 6152.140137
	Iteration 37Q: 3 clusters Score -2.744214e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 173704 members 
Entering Unmasked Estep 
Score: -27442164.000000 Penalty: 6152.140137
	Iteration 38Q: 3 clusters Score -2.744216e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -27442224.000000 Penalty: 6152.140137
	Iteration 39Q: 3 clusters Score -2.744222e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 174711 members 
Entering Unmasked Estep 
Score: -27442244.000000 Penalty: 6152.140137
	Iteration 40F: 3 clusters Score -2.744224e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -27442408.000000 Penalty: 6152.140137
	Iteration 41Q: 3 clusters Score -2.744241e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 175651 members 
Entering Unmasked Estep 
Score: -27442476.000000 Penalty: 6152.140137
	Iteration 42Q: 3 clusters Score -2.744248e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 176147 members 
Entering Unmasked Estep 
Score: -27442472.000000 Penalty: 6152.140137
	Iteration 43Q: 3 clusters Score -2.744247e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -27442518.000000 Penalty: 6152.140137
	Iteration 44Q: 3 clusters Score -2.744252e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -27442570.000000 Penalty: 6152.140137
	Iteration 45Q: 3 clusters Score -2.744257e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -27442620.000000 Penalty: 6152.140137
	Iteration 46Q: 3 clusters Score -2.744262e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 177988 members 
Entering Unmasked Estep 
Score: -27442710.000000 Penalty: 6152.140137
	Iteration 47Q: 3 clusters Score -2.744271e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 178432 members 
Entering Unmasked Estep 
Score: -27442822.000000 Penalty: 6152.140137
	Iteration 48Q: 3 clusters Score -2.744282e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -27442922.000000 Penalty: 6152.140137
	Iteration 49Q: 3 clusters Score -2.744292e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 179438 members 
Entering Unmasked Estep 
Score: -27442934.000000 Penalty: 6152.140137
	Iteration 50Q: 3 clusters Score -2.744293e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 179969 members 
Entering Unmasked Estep 
Score: -27442968.000000 Penalty: 6152.140137
	Iteration 51Q: 3 clusters Score -2.744297e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -27443042.000000 Penalty: 6152.140137
	Iteration 52Q: 3 clusters Score -2.744304e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 181008 members 
Entering Unmasked Estep 
Score: -27443074.000000 Penalty: 6152.140137
	Iteration 53Q: 3 clusters Score -2.744307e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 181536 members 
Entering Unmasked Estep 
Score: -27443092.000000 Penalty: 6152.140137
	Iteration 54Q: 3 clusters Score -2.744309e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -27443108.000000 Penalty: 6152.140137
	Iteration 55Q: 3 clusters Score -2.744311e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 182617 members 
Entering Unmasked Estep 
Score: -27443126.000000 Penalty: 6152.140137
	Iteration 56Q: 3 clusters Score -2.744313e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 183167 members 
Entering Unmasked Estep 
Score: -27443192.000000 Penalty: 6152.140137
	Iteration 57Q: 3 clusters Score -2.744319e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 183702 members 
Entering Unmasked Estep 
Score: -27443312.000000 Penalty: 6152.140137
	Iteration 58Q: 3 clusters Score -2.744331e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 184242 members 
Entering Unmasked Estep 
Score: -27443330.000000 Penalty: 6152.140137
	Iteration 59Q: 3 clusters Score -2.744333e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 184804 members 
Entering Unmasked Estep 
Score: -27443422.000000 Penalty: 6152.140137
	Iteration 60F: 3 clusters Score -2.744342e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 185327 members 
Entering Unmasked Estep 
Score: -27443462.000000 Penalty: 6152.140137
	Iteration 61Q: 3 clusters Score -2.744346e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 185825 members 
Entering Unmasked Estep 
Score: -27443572.000000 Penalty: 6152.140137
	Iteration 62Q: 3 clusters Score -2.744357e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 186322 members 
Entering Unmasked Estep 
Score: -27443584.000000 Penalty: 6152.140137
	Iteration 63Q: 3 clusters Score -2.744358e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 186803 members 
Entering Unmasked Estep 
Score: -27443616.000000 Penalty: 6152.140137
	Iteration 64Q: 3 clusters Score -2.744362e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 187310 members 
Entering Unmasked Estep 
Score: -27443610.000000 Penalty: 6152.140137
	Iteration 65Q: 3 clusters Score -2.744361e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 187791 members 
Entering Unmasked Estep 
Score: -27443684.000000 Penalty: 6152.140137
	Iteration 66Q: 3 clusters Score -2.744368e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 188261 members 
Entering Unmasked Estep 
Score: -27443770.000000 Penalty: 6152.140137
	Iteration 67Q: 3 clusters Score -2.744377e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 188701 members 
Entering Unmasked Estep 
Score: -27443784.000000 Penalty: 6152.140137
	Iteration 68Q: 3 clusters Score -2.744378e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 189164 members 
Entering Unmasked Estep 
Score: -27443906.000000 Penalty: 6152.140137
	Iteration 69Q: 3 clusters Score -2.744391e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 189610 members 
Entering Unmasked Estep 
Score: -27443906.000000 Penalty: 6152.140137
	Iteration 70Q: 3 clusters Score -2.744391e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 190025 members 
Entering Unmasked Estep 
Score: -27443962.000000 Penalty: 6152.140137
	Iteration 71Q: 3 clusters Score -2.744396e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 190450 members 
Entering Unmasked Estep 
Score: -27444024.000000 Penalty: 6152.140137
	Iteration 72Q: 3 clusters Score -2.744402e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 190869 members 
Entering Unmasked Estep 
Score: -27444044.000000 Penalty: 6152.140137
	Iteration 73Q: 3 clusters Score -2.744404e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 191277 members 
Entering Unmasked Estep 
Score: -27444080.000000 Penalty: 6152.140137
	Iteration 74Q: 3 clusters Score -2.744408e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 191632 members 
Entering Unmasked Estep 
Score: -27444168.000000 Penalty: 6152.140137
	Iteration 75Q: 3 clusters Score -2.744417e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 192004 members 
Entering Unmasked Estep 
Score: -27444280.000000 Penalty: 6152.140137
	Iteration 76Q: 3 clusters Score -2.744428e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 192411 members 
Entering Unmasked Estep 
Score: -27444358.000000 Penalty: 6152.140137
	Iteration 77Q: 3 clusters Score -2.744436e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 192875 members 
Entering Unmasked Estep 
Score: -27444406.000000 Penalty: 6152.140137
	Iteration 78Q: 3 clusters Score -2.744441e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 193365 members 
Entering Unmasked Estep 
Score: -27444416.000000 Penalty: 6152.140137
	Iteration 79Q: 3 clusters Score -2.744442e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 193875 members 
Entering Unmasked Estep 
Score: -27444562.000000 Penalty: 6152.140137
	Iteration 80F: 3 clusters Score -2.744456e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 194391 members 
Entering Unmasked Estep 
Score: -27444566.000000 Penalty: 6152.140137
	Iteration 81Q: 3 clusters Score -2.744457e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 194941 members 
Entering Unmasked Estep 
Score: -27444674.000000 Penalty: 6152.140137
	Iteration 82Q: 3 clusters Score -2.744467e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 195558 members 
Entering Unmasked Estep 
Score: -27444802.000000 Penalty: 6152.140137
	Iteration 83Q: 3 clusters Score -2.74448e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 196235 members 
Entering Unmasked Estep 
Score: -27444908.000000 Penalty: 6152.140137
	Iteration 84Q: 3 clusters Score -2.744491e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 196982 members 
Entering Unmasked Estep 
Score: -27445052.000000 Penalty: 6152.140137
	Iteration 85Q: 3 clusters Score -2.744505e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 197803 members 
Entering Unmasked Estep 
Score: -27445200.000000 Penalty: 6152.140137
	Iteration 86Q: 3 clusters Score -2.74452e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 198675 members 
Entering Unmasked Estep 
Score: -27445310.000000 Penalty: 6152.140137
	Iteration 87Q: 3 clusters Score -2.744531e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 199597 members 
Entering Unmasked Estep 
Score: -27445528.000000 Penalty: 6152.140137
	Iteration 88Q: 3 clusters Score -2.744553e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 200618 members 
Entering Unmasked Estep 
Score: -27445630.000000 Penalty: 6152.140137
	Iteration 89Q: 3 clusters Score -2.744563e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 201713 members 
Entering Unmasked Estep 
Score: -27445702.000000 Penalty: 6152.140137
	Iteration 90Q: 3 clusters Score -2.74457e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -27445834.000000 Penalty: 6152.140137
	Iteration 91Q: 3 clusters Score -2.744583e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 204020 members 
Entering Unmasked Estep 
Score: -27446038.000000 Penalty: 6152.140137
	Iteration 92Q: 3 clusters Score -2.744604e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 205236 members 
Entering Unmasked Estep 
Score: -27446302.000000 Penalty: 6152.140137
	Iteration 93Q: 3 clusters Score -2.74463e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -27446486.000000 Penalty: 6152.140137
	Iteration 94Q: 3 clusters Score -2.744649e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 207709 members 
Entering Unmasked Estep 
Score: -27446652.000000 Penalty: 6152.140137
	Iteration 95Q: 3 clusters Score -2.744665e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 208941 members 
Entering Unmasked Estep 
Score: -27446790.000000 Penalty: 6152.140137
	Iteration 96Q: 3 clusters Score -2.744679e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 210223 members 
Entering Unmasked Estep 
Score: -27446884.000000 Penalty: 6152.140137
	Iteration 97Q: 3 clusters Score -2.744688e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 211514 members 
Entering Unmasked Estep 
Score: -27447160.000000 Penalty: 6152.140137
	Iteration 98Q: 3 clusters Score -2.744716e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 212789 members 
Entering Unmasked Estep 
Score: -27447342.000000 Penalty: 6152.140137
	Iteration 99Q: 3 clusters Score -2.744734e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 214042 members 
Entering Unmasked Estep 
Score: -27447572.000000 Penalty: 6152.140137
	Iteration 100F: 3 clusters Score -2.744757e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 215284 members 
Entering Unmasked Estep 
Score: -27447644.000000 Penalty: 6152.140137
	Iteration 101Q: 3 clusters Score -2.744764e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 216479 members 
Entering Unmasked Estep 
Score: -27447822.000000 Penalty: 6152.140137
	Iteration 102Q: 3 clusters Score -2.744782e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 217681 members 
Entering Unmasked Estep 
Score: -27448036.000000 Penalty: 6152.140137
	Iteration 103Q: 3 clusters Score -2.744804e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 218923 members 
Entering Unmasked Estep 
Score: -27448122.000000 Penalty: 6152.140137
	Iteration 104Q: 3 clusters Score -2.744812e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 220112 members 
Entering Unmasked Estep 
Score: -27448322.000000 Penalty: 6152.140137
	Iteration 105Q: 3 clusters Score -2.744832e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 221254 members 
Entering Unmasked Estep 
Score: -27448238.000000 Penalty: 6152.140137
	Iteration 106Q: 3 clusters Score -2.744824e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 222427 members 
Entering Unmasked Estep 
Score: -27448030.000000 Penalty: 6152.140137
	Iteration 107Q: 3 clusters Score -2.744803e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 223580 members 
Entering Unmasked Estep 
Score: -27447864.000000 Penalty: 6152.140137
	Iteration 108Q: 3 clusters Score -2.744786e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 224663 members 
Entering Unmasked Estep 
Score: -27447842.000000 Penalty: 6152.140137
	Iteration 109Q: 3 clusters Score -2.744784e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 225695 members 
Entering Unmasked Estep 
Score: -27447740.000000 Penalty: 6152.140137
	Iteration 110Q: 3 clusters Score -2.744774e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 226705 members 
Entering Unmasked Estep 
Score: -27447570.000000 Penalty: 6152.140137
	Iteration 111Q: 3 clusters Score -2.744757e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 227641 members 
Entering Unmasked Estep 
Score: -27447462.000000 Penalty: 6152.140137
	Iteration 112Q: 3 clusters Score -2.744746e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 228537 members 
Entering Unmasked Estep 
Score: -27447078.000000 Penalty: 6152.140137
	Iteration 113Q: 3 clusters Score -2.744708e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 229382 members 
Entering Unmasked Estep 
Score: -27446928.000000 Penalty: 6152.140137
	Iteration 114Q: 3 clusters Score -2.744693e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 230166 members 
Entering Unmasked Estep 
Score: -27446756.000000 Penalty: 6152.140137
	Iteration 115Q: 3 clusters Score -2.744676e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 230936 members 
Entering Unmasked Estep 
Score: -27446612.000000 Penalty: 6152.140137
	Iteration 116Q: 3 clusters Score -2.744661e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 231679 members 
Entering Unmasked Estep 
Score: -27446378.000000 Penalty: 6152.140137
	Iteration 117Q: 3 clusters Score -2.744638e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 232372 members 
Entering Unmasked Estep 
Score: -27446182.000000 Penalty: 6152.140137
	Iteration 118Q: 3 clusters Score -2.744618e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 233003 members 
Entering Unmasked Estep 
Score: -27446114.000000 Penalty: 6152.140137
	Iteration 119Q: 3 clusters Score -2.744611e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 233565 members 
Entering Unmasked Estep 
Score: -27445992.000000 Penalty: 6152.140137
	Iteration 120F: 3 clusters Score -2.744599e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 234083 members 
Entering Unmasked Estep 
Score: -27445824.000000 Penalty: 6152.140137
	Iteration 121Q: 3 clusters Score -2.744582e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 234530 members 
Entering Unmasked Estep 
Score: -27445698.000000 Penalty: 6152.140137
	Iteration 122Q: 3 clusters Score -2.74457e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 234936 members 
Entering Unmasked Estep 
Score: -27445646.000000 Penalty: 6152.140137
	Iteration 123Q: 3 clusters Score -2.744565e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 235309 members 
Entering Unmasked Estep 
Score: -27445586.000000 Penalty: 6152.140137
	Iteration 124Q: 3 clusters Score -2.744559e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 235629 members 
Entering Unmasked Estep 
Score: -27445490.000000 Penalty: 6152.140137
	Iteration 125Q: 3 clusters Score -2.744549e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 235955 members 
Entering Unmasked Estep 
Score: -27445382.000000 Penalty: 6152.140137
	Iteration 126Q: 3 clusters Score -2.744538e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 236246 members 
Entering Unmasked Estep 
Score: -27445334.000000 Penalty: 6152.140137
	Iteration 127Q: 3 clusters Score -2.744533e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 236501 members 
Entering Unmasked Estep 
Score: -27445206.000000 Penalty: 6152.140137
	Iteration 128Q: 3 clusters Score -2.744521e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 236741 members 
Entering Unmasked Estep 
Score: -27445108.000000 Penalty: 6152.140137
	Iteration 129Q: 3 clusters Score -2.744511e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 236975 members 
Entering Unmasked Estep 
Score: -27445074.000000 Penalty: 6152.140137
	Iteration 130Q: 3 clusters Score -2.744507e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 237184 members 
Entering Unmasked Estep 
Score: -27445054.000000 Penalty: 6152.140137
	Iteration 131Q: 3 clusters Score -2.744505e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 237368 members 
Entering Unmasked Estep 
Score: -27444968.000000 Penalty: 6152.140137
	Iteration 132Q: 3 clusters Score -2.744497e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -27444966.000000 Penalty: 6152.140137
	Iteration 133Q: 3 clusters Score -2.744497e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 237679 members 
Entering Unmasked Estep 
Score: -27444844.000000 Penalty: 6152.140137
	Iteration 134Q: 3 clusters Score -2.744484e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 237803 members 
Entering Unmasked Estep 
Score: -27444790.000000 Penalty: 6152.140137
	Iteration 135Q: 3 clusters Score -2.744479e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 237911 members 
Entering Unmasked Estep 
Score: -27444764.000000 Penalty: 6152.140137
	Iteration 136Q: 3 clusters Score -2.744476e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 238022 members 
Entering Unmasked Estep 
Score: -27444712.000000 Penalty: 6152.140137
	Iteration 137Q: 3 clusters Score -2.744471e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 238115 members 
Entering Unmasked Estep 
Score: -27444676.000000 Penalty: 6152.140137
	Iteration 138Q: 3 clusters Score -2.744468e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 238207 members 
Entering Unmasked Estep 
Score: -27444634.000000 Penalty: 6152.140137
	Iteration 139Q: 3 clusters Score -2.744463e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 238282 members 
Entering Unmasked Estep 
Score: -27444626.000000 Penalty: 6152.140137
	Iteration 140F: 3 clusters Score -2.744463e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 238356 members 
Entering Unmasked Estep 
Score: -27444628.000000 Penalty: 6152.140137
	Iteration 141Q: 3 clusters Score -2.744463e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 238432 members 
Entering Unmasked Estep 
Score: -27444614.000000 Penalty: 6152.140137
	Iteration 142Q: 3 clusters Score -2.744461e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 238498 members 
Entering Unmasked Estep 
Score: -27444556.000000 Penalty: 6152.140137
	Iteration 143Q: 3 clusters Score -2.744456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 238560 members 
Entering Unmasked Estep 
Score: -27444576.000000 Penalty: 6152.140137
	Iteration 144Q: 3 clusters Score -2.744458e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 238606 members 
Entering Unmasked Estep 
Score: -27444598.000000 Penalty: 6152.140137
	Iteration 145Q: 3 clusters Score -2.74446e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 238659 members 
Entering Unmasked Estep 
Score: -27444566.000000 Penalty: 6152.140137
	Iteration 146Q: 3 clusters Score -2.744457e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 238706 members 
Entering Unmasked Estep 
Score: -27444538.000000 Penalty: 6152.140137
	Iteration 147Q: 3 clusters Score -2.744454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 238746 members 
Entering Unmasked Estep 
Score: -27444510.000000 Penalty: 6152.140137
	Iteration 148Q: 3 clusters Score -2.744451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 238784 members 
Entering Unmasked Estep 
Score: -27444472.000000 Penalty: 6152.140137
	Iteration 149Q: 3 clusters Score -2.744447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 238813 members 
Entering Unmasked Estep 
Score: -27444452.000000 Penalty: 6152.140137
	Iteration 150Q: 3 clusters Score -2.744445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 238836 members 
Entering Unmasked Estep 
Score: -27444440.000000 Penalty: 6152.140137
	Iteration 151Q: 3 clusters Score -2.744444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 238863 members 
Entering Unmasked Estep 
Score: -27444424.000000 Penalty: 6152.140137
	Iteration 152Q: 3 clusters Score -2.744442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 238890 members 
Entering Unmasked Estep 
Score: -27444430.000000 Penalty: 6152.140137
	Iteration 153Q: 3 clusters Score -2.744443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 238916 members 
Entering Unmasked Estep 
Score: -27444402.000000 Penalty: 6152.140137
	Iteration 154Q: 3 clusters Score -2.74444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 238951 members 
Entering Unmasked Estep 
Score: -27444402.000000 Penalty: 6152.140137
	Iteration 155Q: 3 clusters Score -2.74444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 238978 members 
Entering Unmasked Estep 
Score: -27444388.000000 Penalty: 6152.140137
	Iteration 156Q: 3 clusters Score -2.744439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 239005 members 
Entering Unmasked Estep 
Score: -27444390.000000 Penalty: 6152.140137
	Iteration 157Q: 3 clusters Score -2.744439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 239033 members 
Entering Unmasked Estep 
Score: -27444376.000000 Penalty: 6152.140137
	Iteration 158Q: 3 clusters Score -2.744438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 239052 members 
Entering Unmasked Estep 
Score: -27444376.000000 Penalty: 6152.140137
	Iteration 159Q: 3 clusters Score -2.744438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 239077 members 
Entering Unmasked Estep 
Score: -27444398.000000 Penalty: 6152.140137
	Iteration 160F: 3 clusters Score -2.74444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 239091 members 
Entering Unmasked Estep 
Score: -27444368.000000 Penalty: 6152.140137
	Iteration 161Q: 3 clusters Score -2.744437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 239104 members 
Entering Unmasked Estep 
Score: -27444352.000000 Penalty: 6152.140137
	Iteration 162Q: 3 clusters Score -2.744435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 239117 members 
Entering Unmasked Estep 
Score: -27444352.000000 Penalty: 6152.140137
	Iteration 163Q: 3 clusters Score -2.744435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 239129 members 
Entering Unmasked Estep 
Score: -27444360.000000 Penalty: 6152.140137
	Iteration 164Q: 3 clusters Score -2.744436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 239141 members 
Entering Unmasked Estep 
Score: -27444366.000000 Penalty: 6152.140137
	Iteration 165Q: 3 clusters Score -2.744437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 239154 members 
Entering Unmasked Estep 
Score: -27444356.000000 Penalty: 6152.140137
	Iteration 166Q: 3 clusters Score -2.744436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 239167 members 
Entering Unmasked Estep 
Score: -27444352.000000 Penalty: 6152.140137
	Iteration 167Q: 3 clusters Score -2.744435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 239182 members 
Entering Unmasked Estep 
Score: -27444318.000000 Penalty: 6152.140137
	Iteration 168Q: 3 clusters Score -2.744432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 239201 members 
Entering Unmasked Estep 
Score: -27444316.000000 Penalty: 6152.140137
	Iteration 169Q: 3 clusters Score -2.744432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 239213 members 
Entering Unmasked Estep 
Score: -27444274.000000 Penalty: 6152.140137
	Iteration 170Q: 3 clusters Score -2.744427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 239225 members 
Entering Unmasked Estep 
Score: -27444266.000000 Penalty: 6152.140137
	Iteration 171Q: 3 clusters Score -2.744427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 239239 members 
Entering Unmasked Estep 
Score: -27444254.000000 Penalty: 6152.140137
	Iteration 172Q: 3 clusters Score -2.744425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 239249 members 
Entering Unmasked Estep 
Score: -27444242.000000 Penalty: 6152.140137
	Iteration 173Q: 3 clusters Score -2.744424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 239253 members 
Entering Unmasked Estep 
Score: -27444242.000000 Penalty: 6152.140137
	Iteration 174Q: 3 clusters Score -2.744424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 239256 members 
Entering Unmasked Estep 
Score: -27444242.000000 Penalty: 6152.140137
	Iteration 175Q: 3 clusters Score -2.744424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 239257 members 
Entering Unmasked Estep 
Score: -27444256.000000 Penalty: 6152.140137
	Iteration 176Q: 3 clusters Score -2.744426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 239257 members 
Entering Unmasked Estep 
Score: -27444256.000000 Penalty: 6152.140137
	Iteration 177F: 3 clusters Score -2.744426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (248041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248041 members 
Entering Unmasked Estep 
Score: -27838438.000000 Penalty: 3080.494629
	Iteration 0F: 2 clusters Score -2.783844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124156 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -27685338.000000 Penalty: 6160.989258
	Iteration 0F: 3 clusters Score -2.768534e+07 nChanged 119481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 121040 members 
Entering Unmasked Estep 
Score: -27755162.000000 Penalty: 6160.989258
	Iteration 1F: 3 clusters Score -2.775516e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128829 members 
Mstep: Class 2 contains 119212 members 
Entering Unmasked Estep 
Score: -27756554.000000 Penalty: 6160.989258
	Iteration 2Q: 3 clusters Score -2.775655e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131590 members 
Mstep: Class 2 contains 116451 members 
Entering Unmasked Estep 
Score: -27758340.000000 Penalty: 6160.989258
	Iteration 3Q: 3 clusters Score -2.775834e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -27760686.000000 Penalty: 6160.989258
	Iteration 4Q: 3 clusters Score -2.776069e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -27763648.000000 Penalty: 6160.989258
	Iteration 5Q: 3 clusters Score -2.776365e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149644 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -27768344.000000 Penalty: 6160.989258
	Iteration 6Q: 3 clusters Score -2.776834e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -27775474.000000 Penalty: 6160.989258
	Iteration 7F: 3 clusters Score -2.777547e+07 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172897 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -27785200.000000 Penalty: 6160.989258
	Iteration 8F: 3 clusters Score -2.77852e+07 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185840 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -27796690.000000 Penalty: 6160.989258
	Iteration 9F: 3 clusters Score -2.779669e+07 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197096 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -27806754.000000 Penalty: 6160.989258
	Iteration 10F: 3 clusters Score -2.780675e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205509 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -27814308.000000 Penalty: 6160.989258
	Iteration 11Q: 3 clusters Score -2.781431e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211675 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -27819272.000000 Penalty: 6160.989258
	Iteration 12Q: 3 clusters Score -2.781927e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216756 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -27822810.000000 Penalty: 6160.989258
	Iteration 13Q: 3 clusters Score -2.782281e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221331 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -27825488.000000 Penalty: 6160.989258
	Iteration 14Q: 3 clusters Score -2.782549e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225496 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -27826848.000000 Penalty: 6160.989258
	Iteration 15Q: 3 clusters Score -2.782685e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229124 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -27828146.000000 Penalty: 6160.989258
	Iteration 16Q: 3 clusters Score -2.782815e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232292 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -27829434.000000 Penalty: 6160.989258
	Iteration 17Q: 3 clusters Score -2.782943e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235041 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -27830390.000000 Penalty: 6160.989258
	Iteration 18Q: 3 clusters Score -2.783039e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237397 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -27831128.000000 Penalty: 6160.989258
	Iteration 19Q: 3 clusters Score -2.783113e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239457 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -27831894.000000 Penalty: 6160.989258
	Iteration 20F: 3 clusters Score -2.783189e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241182 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -27832464.000000 Penalty: 6160.989258
	Iteration 21Q: 3 clusters Score -2.783246e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242634 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -27833130.000000 Penalty: 6160.989258
	Iteration 22Q: 3 clusters Score -2.783313e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243889 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -27833760.000000 Penalty: 6160.989258
	Iteration 23Q: 3 clusters Score -2.783376e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244895 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -27834202.000000 Penalty: 6160.989258
	Iteration 24Q: 3 clusters Score -2.78342e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245656 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -27834594.000000 Penalty: 6160.989258
	Iteration 25Q: 3 clusters Score -2.783459e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246208 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -27834950.000000 Penalty: 6160.989258
	Iteration 26Q: 3 clusters Score -2.783495e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246594 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -27835170.000000 Penalty: 6160.989258
	Iteration 27Q: 3 clusters Score -2.783517e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246834 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -27835312.000000 Penalty: 6160.989258
	Iteration 28Q: 3 clusters Score -2.783531e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -27835452.000000 Penalty: 6160.989258
	Iteration 29Q: 3 clusters Score -2.783545e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247116 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -27835546.000000 Penalty: 6160.989258
	Iteration 30Q: 3 clusters Score -2.783555e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247199 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -27835654.000000 Penalty: 6160.989258
	Iteration 31Q: 3 clusters Score -2.783565e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247262 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -27835668.000000 Penalty: 6160.989258
	Iteration 32Q: 3 clusters Score -2.783567e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247309 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -27835682.000000 Penalty: 6160.989258
	Iteration 33Q: 3 clusters Score -2.783568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247341 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -27835724.000000 Penalty: 6160.989258
	Iteration 34Q: 3 clusters Score -2.783572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247368 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -27835758.000000 Penalty: 6160.989258
	Iteration 35Q: 3 clusters Score -2.783576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247384 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -27835768.000000 Penalty: 6160.989258
	Iteration 36Q: 3 clusters Score -2.783577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247404 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -27835754.000000 Penalty: 6160.989258
	Iteration 37Q: 3 clusters Score -2.783575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247419 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -27835746.000000 Penalty: 6160.989258
	Iteration 38Q: 3 clusters Score -2.783575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247426 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -27835748.000000 Penalty: 6160.989258
	Iteration 39Q: 3 clusters Score -2.783575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247431 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -27835778.000000 Penalty: 6160.989258
	Iteration 40F: 3 clusters Score -2.783578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247435 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -27835780.000000 Penalty: 6160.989258
	Iteration 41Q: 3 clusters Score -2.783578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247439 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -27835778.000000 Penalty: 6160.989258
	Iteration 42Q: 3 clusters Score -2.783578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247442 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -27835778.000000 Penalty: 6160.989258
	Iteration 43Q: 3 clusters Score -2.783578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247445 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -27835756.000000 Penalty: 6160.989258
	Iteration 44Q: 3 clusters Score -2.783576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247453 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -27835766.000000 Penalty: 6160.989258
	Iteration 45Q: 3 clusters Score -2.783577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247458 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -27835774.000000 Penalty: 6160.989258
	Iteration 46Q: 3 clusters Score -2.783577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -27835776.000000 Penalty: 6160.989258
	Iteration 47Q: 3 clusters Score -2.783578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247467 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -27835782.000000 Penalty: 6160.989258
	Iteration 48Q: 3 clusters Score -2.783578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247472 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -27835772.000000 Penalty: 6160.989258
	Iteration 49Q: 3 clusters Score -2.783577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247474 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -27835790.000000 Penalty: 6160.989258
	Iteration 50Q: 3 clusters Score -2.783579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247477 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -27835774.000000 Penalty: 6160.989258
	Iteration 51Q: 3 clusters Score -2.783577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247479 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -27835776.000000 Penalty: 6160.989258
	Iteration 52Q: 3 clusters Score -2.783578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -27835786.000000 Penalty: 6160.989258
	Iteration 53Q: 3 clusters Score -2.783579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247479 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -27835794.000000 Penalty: 6160.989258
	Iteration 54Q: 3 clusters Score -2.783579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247483 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -27835796.000000 Penalty: 6160.989258
	Iteration 55Q: 3 clusters Score -2.78358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247485 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -27835806.000000 Penalty: 6160.989258
	Iteration 56Q: 3 clusters Score -2.783581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247484 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -27835812.000000 Penalty: 6160.989258
	Iteration 57Q: 3 clusters Score -2.783581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247485 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -27835810.000000 Penalty: 6160.989258
	Iteration 58Q: 3 clusters Score -2.783581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247484 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -27835810.000000 Penalty: 6160.989258
	Iteration 59Q: 3 clusters Score -2.783581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247484 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -27835810.000000 Penalty: 6160.989258
	Iteration 60F: 3 clusters Score -2.783581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Entering Unmasked Estep 
Score: -5685473.000000 Penalty: 2684.941406
	Iteration 0F: 2 clusters Score -5685473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5651549.500000 Penalty: 5369.882812
	Iteration 0F: 3 clusters Score -5651550 nChanged 23387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -5664620.500000 Penalty: 5369.882812
	Iteration 1F: 3 clusters Score -5664620 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5665751.500000 Penalty: 5369.882812
	Iteration 2Q: 3 clusters Score -5665752 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -5667190.000000 Penalty: 5369.882812
	Iteration 3F: 3 clusters Score -5667190 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5669014.500000 Penalty: 5369.882812
	Iteration 4F: 3 clusters Score -5669014 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -5671669.500000 Penalty: 5369.882812
	Iteration 5F: 3 clusters Score -5671670 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5675148.500000 Penalty: 5369.882812
	Iteration 6F: 3 clusters Score -5675148 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -5678875.500000 Penalty: 5369.882812
	Iteration 7F: 3 clusters Score -5678876 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -5682015.000000 Penalty: 5369.882812
	Iteration 8F: 3 clusters Score -5682015 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -5683784.000000 Penalty: 5369.882812
	Iteration 9Q: 3 clusters Score -5683784 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5684279.500000 Penalty: 5369.882812
	Iteration 10Q: 3 clusters Score -5684280 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5684496.500000 Penalty: 5369.882812
	Iteration 11Q: 3 clusters Score -5684496 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5684601.000000 Penalty: 5369.882812
	Iteration 12Q: 3 clusters Score -5684601 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -5684672.000000 Penalty: 5369.882812
	Iteration 13Q: 3 clusters Score -5684672 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5684705.500000 Penalty: 5369.882812
	Iteration 14Q: 3 clusters Score -5684706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5684760.500000 Penalty: 5369.882812
	Iteration 15Q: 3 clusters Score -5684760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5684789.000000 Penalty: 5369.882812
	Iteration 16Q: 3 clusters Score -5684789 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5684824.000000 Penalty: 5369.882812
	Iteration 17Q: 3 clusters Score -5684824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5684853.500000 Penalty: 5369.882812
	Iteration 18Q: 3 clusters Score -5684854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -5684867.500000 Penalty: 5369.882812
	Iteration 19Q: 3 clusters Score -5684868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -5684864.500000 Penalty: 5369.882812
	Iteration 20F: 3 clusters Score -5684864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -5684892.500000 Penalty: 5369.882812
	Iteration 21Q: 3 clusters Score -5684892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5684912.500000 Penalty: 5369.882812
	Iteration 22Q: 3 clusters Score -5684912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -5684924.000000 Penalty: 5369.882812
	Iteration 23Q: 3 clusters Score -5684924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -5684916.000000 Penalty: 5369.882812
	Iteration 24Q: 3 clusters Score -5684916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -5684941.000000 Penalty: 5369.882812
	Iteration 25Q: 3 clusters Score -5684941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5684953.500000 Penalty: 5369.882812
	Iteration 26Q: 3 clusters Score -5684954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -5684952.000000 Penalty: 5369.882812
	Iteration 27Q: 3 clusters Score -5684952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -5684956.500000 Penalty: 5369.882812
	Iteration 28Q: 3 clusters Score -5684956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -5684963.500000 Penalty: 5369.882812
	Iteration 29Q: 3 clusters Score -5684964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5684963.500000 Penalty: 5369.882812
	Iteration 30Q: 3 clusters Score -5684964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -5684972.500000 Penalty: 5369.882812
	Iteration 31Q: 3 clusters Score -5684972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -5684963.500000 Penalty: 5369.882812
	Iteration 32Q: 3 clusters Score -5684964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -5684968.500000 Penalty: 5369.882812
	Iteration 33Q: 3 clusters Score -5684968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -5684961.500000 Penalty: 5369.882812
	Iteration 34Q: 3 clusters Score -5684962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -5684962.500000 Penalty: 5369.882812
	Iteration 35Q: 3 clusters Score -5684962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -5684960.000000 Penalty: 5369.882812
	Iteration 36Q: 3 clusters Score -5684960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -5684960.000000 Penalty: 5369.882812
	Iteration 37Q: 3 clusters Score -5684960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5684958.000000 Penalty: 5369.882812
	Iteration 38Q: 3 clusters Score -5684958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -5684956.500000 Penalty: 5369.882812
	Iteration 39Q: 3 clusters Score -5684956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -5684955.500000 Penalty: 5369.882812
	Iteration 40F: 3 clusters Score -5684956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -5684958.000000 Penalty: 5369.882812
	Iteration 41Q: 3 clusters Score -5684958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -5684964.500000 Penalty: 5369.882812
	Iteration 42Q: 3 clusters Score -5684964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -5684964.500000 Penalty: 5369.882812
	Iteration 43Q: 3 clusters Score -5684964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -5684964.500000 Penalty: 5369.882812
	Iteration 44F: 3 clusters Score -5684964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Entering Unmasked Estep 
Score: -4980646.500000 Penalty: 2650.262939
	Iteration 0F: 2 clusters Score -4980646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4951221.000000 Penalty: 5300.525879
	Iteration 0F: 3 clusters Score -4951221 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4962251.000000 Penalty: 5300.525879
	Iteration 1F: 3 clusters Score -4962251 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4962993.000000 Penalty: 5300.525879
	Iteration 2Q: 3 clusters Score -4962993 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -4964183.500000 Penalty: 5300.525879
	Iteration 3F: 3 clusters Score -4964184 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4966036.500000 Penalty: 5300.525879
	Iteration 4F: 3 clusters Score -4966036 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4968799.000000 Penalty: 5300.525879
	Iteration 5F: 3 clusters Score -4968799 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4972124.000000 Penalty: 5300.525879
	Iteration 6F: 3 clusters Score -4972124 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4974904.000000 Penalty: 5300.525879
	Iteration 7F: 3 clusters Score -4974904 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -4976770.500000 Penalty: 5300.525879
	Iteration 8Q: 3 clusters Score -4976770 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -4977823.500000 Penalty: 5300.525879
	Iteration 9Q: 3 clusters Score -4977824 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4978291.000000 Penalty: 5300.525879
	Iteration 10Q: 3 clusters Score -4978291 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -4978505.500000 Penalty: 5300.525879
	Iteration 11Q: 3 clusters Score -4978506 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -4978591.000000 Penalty: 5300.525879
	Iteration 12Q: 3 clusters Score -4978591 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4978649.500000 Penalty: 5300.525879
	Iteration 13Q: 3 clusters Score -4978650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -4978688.000000 Penalty: 5300.525879
	Iteration 14Q: 3 clusters Score -4978688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -4978694.500000 Penalty: 5300.525879
	Iteration 15Q: 3 clusters Score -4978694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4978709.500000 Penalty: 5300.525879
	Iteration 16Q: 3 clusters Score -4978710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -4978728.500000 Penalty: 5300.525879
	Iteration 17Q: 3 clusters Score -4978728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -4978735.000000 Penalty: 5300.525879
	Iteration 18Q: 3 clusters Score -4978735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4978750.000000 Penalty: 5300.525879
	Iteration 19Q: 3 clusters Score -4978750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -4978747.000000 Penalty: 5300.525879
	Iteration 20F: 3 clusters Score -4978747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -4978751.000000 Penalty: 5300.525879
	Iteration 21Q: 3 clusters Score -4978751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -4978757.500000 Penalty: 5300.525879
	Iteration 22Q: 3 clusters Score -4978758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -4978758.500000 Penalty: 5300.525879
	Iteration 23Q: 3 clusters Score -4978758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -4978769.500000 Penalty: 5300.525879
	Iteration 24Q: 3 clusters Score -4978770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4978771.500000 Penalty: 5300.525879
	Iteration 25Q: 3 clusters Score -4978772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -4978772.000000 Penalty: 5300.525879
	Iteration 26Q: 3 clusters Score -4978772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -4978771.000000 Penalty: 5300.525879
	Iteration 27Q: 3 clusters Score -4978771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -4978776.500000 Penalty: 5300.525879
	Iteration 28Q: 3 clusters Score -4978776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -4978789.500000 Penalty: 5300.525879
	Iteration 29Q: 3 clusters Score -4978790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4978793.500000 Penalty: 5300.525879
	Iteration 30Q: 3 clusters Score -4978794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -4978793.500000 Penalty: 5300.525879
	Iteration 31Q: 3 clusters Score -4978794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4978799.000000 Penalty: 5300.525879
	Iteration 32Q: 3 clusters Score -4978799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4978794.000000 Penalty: 5300.525879
	Iteration 33Q: 3 clusters Score -4978794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4978795.500000 Penalty: 5300.525879
	Iteration 34Q: 3 clusters Score -4978796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -4978796.500000 Penalty: 5300.525879
	Iteration 35Q: 3 clusters Score -4978796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -4978799.500000 Penalty: 5300.525879
	Iteration 36Q: 3 clusters Score -4978800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -4978804.500000 Penalty: 5300.525879
	Iteration 37Q: 3 clusters Score -4978804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -4978801.000000 Penalty: 5300.525879
	Iteration 38Q: 3 clusters Score -4978801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -4978802.000000 Penalty: 5300.525879
	Iteration 39Q: 3 clusters Score -4978802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -4978807.000000 Penalty: 5300.525879
	Iteration 40F: 3 clusters Score -4978807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -4978810.500000 Penalty: 5300.525879
	Iteration 41Q: 3 clusters Score -4978810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -4978811.000000 Penalty: 5300.525879
	Iteration 42Q: 3 clusters Score -4978811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -4978807.000000 Penalty: 5300.525879
	Iteration 43Q: 3 clusters Score -4978807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -4978808.000000 Penalty: 5300.525879
	Iteration 44Q: 3 clusters Score -4978808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -4978812.500000 Penalty: 5300.525879
	Iteration 45Q: 3 clusters Score -4978812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -4978808.500000 Penalty: 5300.525879
	Iteration 46Q: 3 clusters Score -4978808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -4978802.000000 Penalty: 5300.525879
	Iteration 47Q: 3 clusters Score -4978802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -4978803.500000 Penalty: 5300.525879
	Iteration 48Q: 3 clusters Score -4978804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -4978803.000000 Penalty: 5300.525879
	Iteration 49Q: 3 clusters Score -4978803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -4978803.000000 Penalty: 5300.525879
	Iteration 50F: 3 clusters Score -4978803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1131767.000000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1131767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1124141.625000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1124142 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1126318.625000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1126319 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1126615.625000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1126616 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1126813.500000 Penalty: 4566.291016
	Iteration 3Q: 3 clusters Score -1126814 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1126952.750000 Penalty: 4566.291016
	Iteration 4Q: 3 clusters Score -1126953 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1127087.625000 Penalty: 4566.291016
	Iteration 5Q: 3 clusters Score -1127088 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1127228.625000 Penalty: 4566.291016
	Iteration 6Q: 3 clusters Score -1127229 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1127349.875000 Penalty: 4566.291016
	Iteration 7Q: 3 clusters Score -1127350 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1127451.125000 Penalty: 4566.291016
	Iteration 8Q: 3 clusters Score -1127451 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1127571.125000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1127571 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1127688.875000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1127689 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1127814.500000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1127814 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1127966.375000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1127966 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1128137.875000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1128138 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1128335.750000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1128336 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1128545.500000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1128546 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1128762.625000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1128763 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1128990.375000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1128990 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1129221.875000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1129222 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1129436.875000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1129437 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1129602.250000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1129602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1129718.875000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1129719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1129785.875000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1129786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1129836.000000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1129836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1129861.375000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1129861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1129883.375000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1129883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1129908.625000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1129909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1129925.750000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1129926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1129938.250000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1129938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1129951.250000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1129951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1129956.000000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1129956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1129969.250000 Penalty: 4566.291016
	Iteration 31Q: 3 clusters Score -1129969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1129976.750000 Penalty: 4566.291016
	Iteration 32Q: 3 clusters Score -1129977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1129979.500000 Penalty: 4566.291016
	Iteration 33Q: 3 clusters Score -1129980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1129986.000000 Penalty: 4566.291016
	Iteration 34Q: 3 clusters Score -1129986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1129996.125000 Penalty: 4566.291016
	Iteration 35Q: 3 clusters Score -1129996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1129999.375000 Penalty: 4566.291016
	Iteration 36Q: 3 clusters Score -1129999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1130003.375000 Penalty: 4566.291016
	Iteration 37Q: 3 clusters Score -1130003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1130009.875000 Penalty: 4566.291016
	Iteration 38Q: 3 clusters Score -1130010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1130014.750000 Penalty: 4566.291016
	Iteration 39Q: 3 clusters Score -1130015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1130024.250000 Penalty: 4566.291016
	Iteration 40F: 3 clusters Score -1130024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1130029.625000 Penalty: 4566.291016
	Iteration 41Q: 3 clusters Score -1130030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1130031.125000 Penalty: 4566.291016
	Iteration 42Q: 3 clusters Score -1130031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1130036.625000 Penalty: 4566.291016
	Iteration 43Q: 3 clusters Score -1130037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1130039.000000 Penalty: 4566.291016
	Iteration 44Q: 3 clusters Score -1130039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1130046.500000 Penalty: 4566.291016
	Iteration 45Q: 3 clusters Score -1130046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1130047.750000 Penalty: 4566.291016
	Iteration 46Q: 3 clusters Score -1130048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1130047.375000 Penalty: 4566.291016
	Iteration 47Q: 3 clusters Score -1130047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1130047.875000 Penalty: 4566.291016
	Iteration 48Q: 3 clusters Score -1130048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1130046.375000 Penalty: 4566.291016
	Iteration 49Q: 3 clusters Score -1130046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1130046.375000 Penalty: 4566.291016
	Iteration 50F: 3 clusters Score -1130046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7575 members 
Mstep: Class 4 contains 37066 members 
Mstep: Class 5 contains 50372 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 18124 members 
Mstep: Class 15 contains 28224 members 
Mstep: Class 16 contains 243655 members 
Mstep: Class 18 contains 248041 members 
Mstep: Class 19 contains 50331 members 
Mstep: Class 21 contains 43763 members 
Mstep: Class 22 contains 9959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579288.000000 Penalty: 67431.250000
Iteration 119Q: 21 clusters Score -8.857929e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 37046 members 
Mstep: Class 5 contains 50295 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 18130 members 
Mstep: Class 15 contains 28244 members 
Mstep: Class 16 contains 243562 members 
Mstep: Class 18 contains 248013 members 
Mstep: Class 19 contains 50335 members 
Mstep: Class 21 contains 43774 members 
Mstep: Class 22 contains 10177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579416.000000 Penalty: 67431.250000
Iteration 120F: 21 clusters Score -8.857942e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 37025 members 
Mstep: Class 5 contains 50205 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 18139 members 
Mstep: Class 15 contains 28271 members 
Mstep: Class 16 contains 243476 members 
Mstep: Class 18 contains 247979 members 
Mstep: Class 19 contains 50338 members 
Mstep: Class 21 contains 43792 members 
Mstep: Class 22 contains 10393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579632.000000 Penalty: 67431.250000
Iteration 121Q: 21 clusters Score -8.857963e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 36989 members 
Mstep: Class 5 contains 50115 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 18144 members 
Mstep: Class 15 contains 28293 members 
Mstep: Class 16 contains 243428 members 
Mstep: Class 18 contains 247931 members 
Mstep: Class 19 contains 50331 members 
Mstep: Class 21 contains 43799 members 
Mstep: Class 22 contains 10628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579792.000000 Penalty: 67431.250000
Iteration 122Q: 21 clusters Score -8.857979e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 36963 members 
Mstep: Class 5 contains 50016 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 18150 members 
Mstep: Class 15 contains 28325 members 
Mstep: Class 16 contains 243406 members 
Mstep: Class 18 contains 247845 members 
Mstep: Class 19 contains 50329 members 
Mstep: Class 21 contains 43802 members 
Mstep: Class 22 contains 10868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579976.000000 Penalty: 67431.250000
Iteration 123Q: 21 clusters Score -8.857998e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7434 members 
Mstep: Class 4 contains 36940 members 
Mstep: Class 5 contains 49929 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 18151 members 
Mstep: Class 15 contains 28346 members 
Mstep: Class 16 contains 243379 members 
Mstep: Class 18 contains 247731 members 
Mstep: Class 19 contains 50321 members 
Mstep: Class 21 contains 43801 members 
Mstep: Class 22 contains 11133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579904.000000 Penalty: 67431.250000
Iteration 124Q: 21 clusters Score -8.85799e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 36925 members 
Mstep: Class 5 contains 49820 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 18158 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 243327 members 
Mstep: Class 18 contains 247625 members 
Mstep: Class 19 contains 50325 members 
Mstep: Class 21 contains 43813 members 
Mstep: Class 22 contains 11408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580144.000000 Penalty: 67431.250000
Iteration 125Q: 21 clusters Score -8.858014e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 4 contains 36919 members 
Mstep: Class 5 contains 49706 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 18168 members 
Mstep: Class 15 contains 28373 members 
Mstep: Class 16 contains 243296 members 
Mstep: Class 18 contains 247499 members 
Mstep: Class 19 contains 50317 members 
Mstep: Class 21 contains 43809 members 
Mstep: Class 22 contains 11696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580456.000000 Penalty: 67431.250000
Iteration 126Q: 21 clusters Score -8.858046e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 7379 members 
Mstep: Class 4 contains 36906 members 
Mstep: Class 5 contains 49590 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 18177 members 
Mstep: Class 15 contains 28396 members 
Mstep: Class 16 contains 243287 members 
Mstep: Class 18 contains 247338 members 
Mstep: Class 19 contains 50320 members 
Mstep: Class 21 contains 43822 members 
Mstep: Class 22 contains 11977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580600.000000 Penalty: 67431.250000
Iteration 127Q: 21 clusters Score -8.85806e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 36892 members 
Mstep: Class 5 contains 49486 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 18186 members 
Mstep: Class 15 contains 28413 members 
Mstep: Class 16 contains 243259 members 
Mstep: Class 18 contains 247188 members 
Mstep: Class 19 contains 50326 members 
Mstep: Class 21 contains 43834 members 
Mstep: Class 22 contains 12251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580688.000000 Penalty: 67431.250000
Iteration 128Q: 21 clusters Score -8.858069e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 36884 members 
Mstep: Class 5 contains 49386 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 6236 members 
Mstep: Class 14 contains 18199 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 243249 members 
Mstep: Class 18 contains 247042 members 
Mstep: Class 19 contains 50325 members 
Mstep: Class 21 contains 43837 members 
Mstep: Class 22 contains 12491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580832.000000 Penalty: 67431.250000
Iteration 129Q: 21 clusters Score -8.858083e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 36861 members 
Mstep: Class 5 contains 49261 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 15 contains 28428 members 
Mstep: Class 16 contains 243179 members 
Mstep: Class 18 contains 246946 members 
Mstep: Class 19 contains 50316 members 
Mstep: Class 21 contains 43853 members 
Mstep: Class 22 contains 12799 members 
Entering Unmasked Estep 
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Score: -88581008.000000 Penalty: 67431.250000
Iteration 130Q: 21 clusters Score -8.858101e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 36842 members 
Mstep: Class 5 contains 49142 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 18232 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 243012 members 
Mstep: Class 18 contains 246908 members 
Mstep: Class 19 contains 50306 members 
Mstep: Class 21 contains 43866 members 
Mstep: Class 22 contains 13139 members 
Entering Unmasked Estep 
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Score: -88581088.000000 Penalty: 67431.250000
Iteration 131Q: 21 clusters Score -8.858109e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 36832 members 
Mstep: Class 5 contains 49010 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 6257 members 
Mstep: Class 14 contains 18241 members 
Mstep: Class 15 contains 28452 members 
Mstep: Class 16 contains 242857 members 
Mstep: Class 18 contains 246848 members 
Mstep: Class 19 contains 50297 members 
Mstep: Class 21 contains 43888 members 
Mstep: Class 22 contains 13485 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -8.858129e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 36821 members 
Mstep: Class 5 contains 48863 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 6261 members 
Mstep: Class 14 contains 18255 members 
Mstep: Class 15 contains 28472 members 
Mstep: Class 16 contains 242678 members 
Mstep: Class 18 contains 246774 members 
Mstep: Class 19 contains 50286 members 
Mstep: Class 21 contains 43912 members 
Mstep: Class 22 contains 13872 members 
Entering Unmasked Estep 
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Iteration 133Q: 21 clusters Score -8.85815e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 36798 members 
Mstep: Class 5 contains 48720 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 18269 members 
Mstep: Class 15 contains 28485 members 
Mstep: Class 16 contains 242522 members 
Mstep: Class 18 contains 246710 members 
Mstep: Class 19 contains 50276 members 
Mstep: Class 21 contains 43940 members 
Mstep: Class 22 contains 14230 members 
Entering Unmasked Estep 
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Iteration 134Q: 21 clusters Score -8.858161e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7253 members 
Mstep: Class 4 contains 36783 members 
Mstep: Class 5 contains 48580 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 4142 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 18281 members 
Mstep: Class 15 contains 28505 members 
Mstep: Class 16 contains 242382 members 
Mstep: Class 18 contains 246611 members 
Mstep: Class 19 contains 50268 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 14601 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -8.858171e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 36759 members 
Mstep: Class 5 contains 48457 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4130 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 15 contains 28513 members 
Mstep: Class 16 contains 242175 members 
Mstep: Class 18 contains 246594 members 
Mstep: Class 19 contains 50248 members 
Mstep: Class 21 contains 44015 members 
Mstep: Class 22 contains 14985 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -8.858173e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 36738 members 
Mstep: Class 5 contains 48346 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 18298 members 
Mstep: Class 15 contains 28517 members 
Mstep: Class 16 contains 241959 members 
Mstep: Class 18 contains 246584 members 
Mstep: Class 19 contains 50212 members 
Mstep: Class 21 contains 44050 members 
Mstep: Class 22 contains 15373 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -8.858214e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 7151 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 48233 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 4106 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 18309 members 
Mstep: Class 15 contains 28529 members 
Mstep: Class 16 contains 241722 members 
Mstep: Class 18 contains 246543 members 
Mstep: Class 19 contains 50167 members 
Mstep: Class 21 contains 44103 members 
Mstep: Class 22 contains 15778 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -8.858258e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 36705 members 
Mstep: Class 5 contains 48091 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 18329 members 
Mstep: Class 15 contains 28538 members 
Mstep: Class 16 contains 241566 members 
Mstep: Class 18 contains 246465 members 
Mstep: Class 19 contains 50120 members 
Mstep: Class 21 contains 44142 members 
Mstep: Class 22 contains 16175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 21 clusters Score -8.858266e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 47946 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 18342 members 
Mstep: Class 15 contains 28551 members 
Mstep: Class 16 contains 241400 members 
Mstep: Class 18 contains 246415 members 
Mstep: Class 19 contains 50070 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 16572 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -8.858284e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 36685 members 
Mstep: Class 5 contains 47799 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 6312 members 
Mstep: Class 14 contains 18347 members 
Mstep: Class 15 contains 28551 members 
Mstep: Class 16 contains 241210 members 
Mstep: Class 18 contains 246335 members 
Mstep: Class 19 contains 50000 members 
Mstep: Class 21 contains 44241 members 
Mstep: Class 22 contains 17046 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -8.858339e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 36668 members 
Mstep: Class 5 contains 47675 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6222 members 
Mstep: Class 12 contains 4072 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 28554 members 
Mstep: Class 16 contains 240958 members 
Mstep: Class 18 contains 246263 members 
Mstep: Class 19 contains 49919 members 
Mstep: Class 21 contains 44279 members 
Mstep: Class 22 contains 17588 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -8.858371e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 36645 members 
Mstep: Class 5 contains 47568 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6214 members 
Mstep: Class 12 contains 4076 members 
Mstep: Class 13 contains 6325 members 
Mstep: Class 14 contains 18363 members 
Mstep: Class 15 contains 28542 members 
Mstep: Class 16 contains 240716 members 
Mstep: Class 18 contains 246104 members 
Mstep: Class 19 contains 49834 members 
Mstep: Class 21 contains 44332 members 
Mstep: Class 22 contains 18179 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -8.858416e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 36625 members 
Mstep: Class 5 contains 47457 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 6330 members 
Mstep: Class 14 contains 18378 members 
Mstep: Class 15 contains 28512 members 
Mstep: Class 16 contains 240481 members 
Mstep: Class 18 contains 246002 members 
Mstep: Class 19 contains 49748 members 
Mstep: Class 21 contains 44364 members 
Mstep: Class 22 contains 18749 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -8.858442e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 36631 members 
Mstep: Class 5 contains 47355 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 6334 members 
Mstep: Class 14 contains 18385 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 240261 members 
Mstep: Class 18 contains 245833 members 
Mstep: Class 19 contains 49652 members 
Mstep: Class 21 contains 44404 members 
Mstep: Class 22 contains 19345 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -8.858475e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 36645 members 
Mstep: Class 5 contains 47262 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 6340 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 28460 members 
Mstep: Class 16 contains 240074 members 
Mstep: Class 18 contains 245661 members 
Mstep: Class 19 contains 49524 members 
Mstep: Class 21 contains 44429 members 
Mstep: Class 22 contains 19944 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -8.85853e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 6943 members 
Mstep: Class 4 contains 36651 members 
Mstep: Class 5 contains 47163 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6203 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 28433 members 
Mstep: Class 16 contains 239894 members 
Mstep: Class 18 contains 245502 members 
Mstep: Class 19 contains 49355 members 
Mstep: Class 21 contains 44437 members 
Mstep: Class 22 contains 20589 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -8.858599e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 36640 members 
Mstep: Class 5 contains 47055 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6201 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 6335 members 
Mstep: Class 14 contains 18364 members 
Mstep: Class 15 contains 28390 members 
Mstep: Class 16 contains 239704 members 
Mstep: Class 18 contains 245385 members 
Mstep: Class 19 contains 49210 members 
Mstep: Class 21 contains 44477 members 
Mstep: Class 22 contains 21240 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -8.858675e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 36625 members 
Mstep: Class 5 contains 46918 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 28355 members 
Mstep: Class 16 contains 239472 members 
Mstep: Class 18 contains 245293 members 
Mstep: Class 19 contains 49076 members 
Mstep: Class 21 contains 44520 members 
Mstep: Class 22 contains 21899 members 
Entering Unmasked Estep 
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Iteration 149Q: 21 clusters Score -8.858698e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 6862 members 
Mstep: Class 4 contains 36607 members 
Mstep: Class 5 contains 46816 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 4016 members 
Mstep: Class 13 contains 6321 members 
Mstep: Class 14 contains 18362 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 239274 members 
Mstep: Class 18 contains 245152 members 
Mstep: Class 19 contains 48951 members 
Mstep: Class 21 contains 44552 members 
Mstep: Class 22 contains 22516 members 
Entering Unmasked Estep 
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Iteration 150Q: 21 clusters Score -8.858757e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 6844 members 
Mstep: Class 4 contains 36587 members 
Mstep: Class 5 contains 46738 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 18359 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 239109 members 
Mstep: Class 18 contains 244963 members 
Mstep: Class 19 contains 48833 members 
Mstep: Class 21 contains 44576 members 
Mstep: Class 22 contains 23146 members 
Entering Unmasked Estep 
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Iteration 151Q: 21 clusters Score -8.858804e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 6816 members 
Mstep: Class 4 contains 36589 members 
Mstep: Class 5 contains 46658 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 18365 members 
Mstep: Class 15 contains 28247 members 
Mstep: Class 16 contains 238889 members 
Mstep: Class 18 contains 244832 members 
Mstep: Class 19 contains 48711 members 
Mstep: Class 21 contains 44608 members 
Mstep: Class 22 contains 23749 members 
Entering Unmasked Estep 
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Iteration 152Q: 21 clusters Score -8.85885e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 6787 members 
Mstep: Class 4 contains 36566 members 
Mstep: Class 5 contains 46596 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 18381 members 
Mstep: Class 15 contains 28197 members 
Mstep: Class 16 contains 238734 members 
Mstep: Class 18 contains 244666 members 
Mstep: Class 19 contains 48561 members 
Mstep: Class 21 contains 44633 members 
Mstep: Class 22 contains 24348 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -8.858888e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 36539 members 
Mstep: Class 5 contains 46546 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 18377 members 
Mstep: Class 15 contains 28160 members 
Mstep: Class 16 contains 238679 members 
Mstep: Class 18 contains 244395 members 
Mstep: Class 19 contains 48419 members 
Mstep: Class 21 contains 44675 members 
Mstep: Class 22 contains 24955 members 
Entering Unmasked Estep 
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Iteration 154Q: 21 clusters Score -8.858937e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 6745 members 
Mstep: Class 4 contains 36516 members 
Mstep: Class 5 contains 46518 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 3925 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 18357 members 
Mstep: Class 15 contains 28131 members 
Mstep: Class 16 contains 238570 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 48274 members 
Mstep: Class 21 contains 44714 members 
Mstep: Class 22 contains 25584 members 
Entering Unmasked Estep 
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Iteration 155Q: 21 clusters Score -8.859011e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 6724 members 
Mstep: Class 4 contains 36492 members 
Mstep: Class 5 contains 46467 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 3890 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 18351 members 
Mstep: Class 15 contains 28091 members 
Mstep: Class 16 contains 238637 members 
Mstep: Class 18 contains 243845 members 
Mstep: Class 19 contains 48130 members 
Mstep: Class 21 contains 44737 members 
Mstep: Class 22 contains 26153 members 
Entering Unmasked Estep 
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Iteration 156Q: 21 clusters Score -8.859063e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 6712 members 
Mstep: Class 4 contains 36458 members 
Mstep: Class 5 contains 46420 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 3860 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 18356 members 
Mstep: Class 15 contains 28050 members 
Mstep: Class 16 contains 238809 members 
Mstep: Class 18 contains 243489 members 
Mstep: Class 19 contains 47957 members 
Mstep: Class 21 contains 44743 members 
Mstep: Class 22 contains 26702 members 
Entering Unmasked Estep 
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Iteration 157Q: 21 clusters Score -8.859118e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 36456 members 
Mstep: Class 5 contains 46380 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 3831 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 18365 members 
Mstep: Class 15 contains 27994 members 
Mstep: Class 16 contains 239048 members 
Mstep: Class 18 contains 243052 members 
Mstep: Class 19 contains 47765 members 
Mstep: Class 21 contains 44747 members 
Mstep: Class 22 contains 27246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591280.000000 Penalty: 67431.250000
Iteration 158Q: 21 clusters Score -8.859128e+07 nChanged 3287
Entering ConstructFrom: 
Score: -88591280.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (40930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Entering Unmasked Estep 
Score: -4629157.500000 Penalty: 2633.665283
	Iteration 0F: 2 clusters Score -4629158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4601441.000000 Penalty: 5267.330566
	Iteration 0F: 3 clusters Score -4601441 nChanged 18775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4611724.500000 Penalty: 5267.330566
	Iteration 1F: 3 clusters Score -4611724 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4612454.500000 Penalty: 5267.330566
	Iteration 2Q: 3 clusters Score -4612454 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4613368.500000 Penalty: 5267.330566
	Iteration 3Q: 3 clusters Score -4613368 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4614459.000000 Penalty: 5267.330566
	Iteration 4F: 3 clusters Score -4614459 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4615868.500000 Penalty: 5267.330566
	Iteration 5F: 3 clusters Score -4615868 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4617554.000000 Penalty: 5267.330566
	Iteration 6F: 3 clusters Score -4617554 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4619639.500000 Penalty: 5267.330566
	Iteration 7F: 3 clusters Score -4619640 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4621899.500000 Penalty: 5267.330566
	Iteration 8F: 3 clusters Score -4621900 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4623993.000000 Penalty: 5267.330566
	Iteration 9F: 3 clusters Score -4623993 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4625379.000000 Penalty: 5267.330566
	Iteration 10Q: 3 clusters Score -4625379 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4625897.000000 Penalty: 5267.330566
	Iteration 11Q: 3 clusters Score -4625897 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4626115.500000 Penalty: 5267.330566
	Iteration 12Q: 3 clusters Score -4626116 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4626226.000000 Penalty: 5267.330566
	Iteration 13Q: 3 clusters Score -4626226 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4626305.500000 Penalty: 5267.330566
	Iteration 14Q: 3 clusters Score -4626306 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4626338.500000 Penalty: 5267.330566
	Iteration 15Q: 3 clusters Score -4626338 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -4626359.000000 Penalty: 5267.330566
	Iteration 16Q: 3 clusters Score -4626359 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4626404.500000 Penalty: 5267.330566
	Iteration 17Q: 3 clusters Score -4626404 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4626422.500000 Penalty: 5267.330566
	Iteration 18Q: 3 clusters Score -4626422 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4626445.500000 Penalty: 5267.330566
	Iteration 19Q: 3 clusters Score -4626446 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4626445.500000 Penalty: 5267.330566
	Iteration 20F: 3 clusters Score -4626446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4626448.000000 Penalty: 5267.330566
	Iteration 21Q: 3 clusters Score -4626448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4626458.000000 Penalty: 5267.330566
	Iteration 22Q: 3 clusters Score -4626458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4626466.000000 Penalty: 5267.330566
	Iteration 23Q: 3 clusters Score -4626466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4626472.000000 Penalty: 5267.330566
	Iteration 24Q: 3 clusters Score -4626472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4626481.500000 Penalty: 5267.330566
	Iteration 25Q: 3 clusters Score -4626482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4626486.000000 Penalty: 5267.330566
	Iteration 26Q: 3 clusters Score -4626486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4626479.000000 Penalty: 5267.330566
	Iteration 27Q: 3 clusters Score -4626479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4626498.000000 Penalty: 5267.330566
	Iteration 28Q: 3 clusters Score -4626498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4626506.000000 Penalty: 5267.330566
	Iteration 29Q: 3 clusters Score -4626506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4626512.000000 Penalty: 5267.330566
	Iteration 30Q: 3 clusters Score -4626512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4626511.500000 Penalty: 5267.330566
	Iteration 31Q: 3 clusters Score -4626512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4626522.000000 Penalty: 5267.330566
	Iteration 32Q: 3 clusters Score -4626522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4626516.500000 Penalty: 5267.330566
	Iteration 33Q: 3 clusters Score -4626516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4626515.000000 Penalty: 5267.330566
	Iteration 34Q: 3 clusters Score -4626515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4626519.000000 Penalty: 5267.330566
	Iteration 35Q: 3 clusters Score -4626519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4626529.000000 Penalty: 5267.330566
	Iteration 36Q: 3 clusters Score -4626529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4626521.000000 Penalty: 5267.330566
	Iteration 37Q: 3 clusters Score -4626521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -4626527.000000 Penalty: 5267.330566
	Iteration 38Q: 3 clusters Score -4626527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4626531.500000 Penalty: 5267.330566
	Iteration 39Q: 3 clusters Score -4626532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4626533.000000 Penalty: 5267.330566
	Iteration 40F: 3 clusters Score -4626533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4626530.500000 Penalty: 5267.330566
	Iteration 41Q: 3 clusters Score -4626530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4626528.000000 Penalty: 5267.330566
	Iteration 42Q: 3 clusters Score -4626528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4626524.500000 Penalty: 5267.330566
	Iteration 43Q: 3 clusters Score -4626524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4626528.500000 Penalty: 5267.330566
	Iteration 44Q: 3 clusters Score -4626528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4626537.500000 Penalty: 5267.330566
	Iteration 45Q: 3 clusters Score -4626538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4626540.000000 Penalty: 5267.330566
	Iteration 46Q: 3 clusters Score -4626540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4626532.000000 Penalty: 5267.330566
	Iteration 47Q: 3 clusters Score -4626532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4626535.000000 Penalty: 5267.330566
	Iteration 48Q: 3 clusters Score -4626535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4626538.000000 Penalty: 5267.330566
	Iteration 49Q: 3 clusters Score -4626538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4626534.500000 Penalty: 5267.330566
	Iteration 50Q: 3 clusters Score -4626534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -4626541.000000 Penalty: 5267.330566
	Iteration 51Q: 3 clusters Score -4626541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4626531.500000 Penalty: 5267.330566
	Iteration 52Q: 3 clusters Score -4626532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4626543.500000 Penalty: 5267.330566
	Iteration 53Q: 3 clusters Score -4626544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -4626532.500000 Penalty: 5267.330566
	Iteration 54Q: 3 clusters Score -4626532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4626535.500000 Penalty: 5267.330566
	Iteration 55Q: 3 clusters Score -4626536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4626537.500000 Penalty: 5267.330566
	Iteration 56Q: 3 clusters Score -4626538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4626535.500000 Penalty: 5267.330566
	Iteration 57Q: 3 clusters Score -4626536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4626533.500000 Penalty: 5267.330566
	Iteration 58Q: 3 clusters Score -4626534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4626543.500000 Penalty: 5267.330566
	Iteration 59Q: 3 clusters Score -4626544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4626553.500000 Penalty: 5267.330566
	Iteration 60F: 3 clusters Score -4626554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4626542.500000 Penalty: 5267.330566
	Iteration 61Q: 3 clusters Score -4626542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4626549.500000 Penalty: 5267.330566
	Iteration 62Q: 3 clusters Score -4626550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4626554.500000 Penalty: 5267.330566
	Iteration 63Q: 3 clusters Score -4626554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4626557.000000 Penalty: 5267.330566
	Iteration 64Q: 3 clusters Score -4626557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4626566.500000 Penalty: 5267.330566
	Iteration 65Q: 3 clusters Score -4626566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4626560.000000 Penalty: 5267.330566
	Iteration 66Q: 3 clusters Score -4626560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -4626562.500000 Penalty: 5267.330566
	Iteration 67Q: 3 clusters Score -4626562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4626558.000000 Penalty: 5267.330566
	Iteration 68Q: 3 clusters Score -4626558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4626556.500000 Penalty: 5267.330566
	Iteration 69Q: 3 clusters Score -4626556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4626554.500000 Penalty: 5267.330566
	Iteration 70Q: 3 clusters Score -4626554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -4626559.000000 Penalty: 5267.330566
	Iteration 71Q: 3 clusters Score -4626559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4626567.000000 Penalty: 5267.330566
	Iteration 72Q: 3 clusters Score -4626567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4626570.500000 Penalty: 5267.330566
	Iteration 73Q: 3 clusters Score -4626570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -4626575.000000 Penalty: 5267.330566
	Iteration 74Q: 3 clusters Score -4626575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4626581.500000 Penalty: 5267.330566
	Iteration 75Q: 3 clusters Score -4626582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4626591.000000 Penalty: 5267.330566
	Iteration 76Q: 3 clusters Score -4626591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -4626578.500000 Penalty: 5267.330566
	Iteration 77Q: 3 clusters Score -4626578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4626582.000000 Penalty: 5267.330566
	Iteration 78Q: 3 clusters Score -4626582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -4626583.000000 Penalty: 5267.330566
	Iteration 79Q: 3 clusters Score -4626583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4626593.000000 Penalty: 5267.330566
	Iteration 80F: 3 clusters Score -4626593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4626596.000000 Penalty: 5267.330566
	Iteration 81Q: 3 clusters Score -4626596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4626602.500000 Penalty: 5267.330566
	Iteration 82Q: 3 clusters Score -4626602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -4626603.500000 Penalty: 5267.330566
	Iteration 83Q: 3 clusters Score -4626604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4626615.500000 Penalty: 5267.330566
	Iteration 84Q: 3 clusters Score -4626616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4626606.000000 Penalty: 5267.330566
	Iteration 85Q: 3 clusters Score -4626606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4626625.500000 Penalty: 5267.330566
	Iteration 86Q: 3 clusters Score -4626626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4626619.500000 Penalty: 5267.330566
	Iteration 87Q: 3 clusters Score -4626620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -4626619.500000 Penalty: 5267.330566
	Iteration 88Q: 3 clusters Score -4626620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4626608.000000 Penalty: 5267.330566
	Iteration 89Q: 3 clusters Score -4626608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4626612.000000 Penalty: 5267.330566
	Iteration 90Q: 3 clusters Score -4626612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -4626606.000000 Penalty: 5267.330566
	Iteration 91Q: 3 clusters Score -4626606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4626614.500000 Penalty: 5267.330566
	Iteration 92Q: 3 clusters Score -4626614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4626606.000000 Penalty: 5267.330566
	Iteration 93Q: 3 clusters Score -4626606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4626605.500000 Penalty: 5267.330566
	Iteration 94Q: 3 clusters Score -4626606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4626595.500000 Penalty: 5267.330566
	Iteration 95Q: 3 clusters Score -4626596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4626601.000000 Penalty: 5267.330566
	Iteration 96Q: 3 clusters Score -4626601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4626611.000000 Penalty: 5267.330566
	Iteration 97Q: 3 clusters Score -4626611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4626612.000000 Penalty: 5267.330566
	Iteration 98Q: 3 clusters Score -4626612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4626606.500000 Penalty: 5267.330566
	Iteration 99Q: 3 clusters Score -4626606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4626616.500000 Penalty: 5267.330566
	Iteration 100F: 3 clusters Score -4626616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4626620.500000 Penalty: 5267.330566
	Iteration 101Q: 3 clusters Score -4626620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4626624.000000 Penalty: 5267.330566
	Iteration 102Q: 3 clusters Score -4626624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4626627.000000 Penalty: 5267.330566
	Iteration 103Q: 3 clusters Score -4626627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -4626641.500000 Penalty: 5267.330566
	Iteration 104Q: 3 clusters Score -4626642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4626641.500000 Penalty: 5267.330566
	Iteration 105Q: 3 clusters Score -4626642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4626645.000000 Penalty: 5267.330566
	Iteration 106Q: 3 clusters Score -4626645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -4626640.500000 Penalty: 5267.330566
	Iteration 107Q: 3 clusters Score -4626640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4626644.000000 Penalty: 5267.330566
	Iteration 108Q: 3 clusters Score -4626644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4626642.500000 Penalty: 5267.330566
	Iteration 109Q: 3 clusters Score -4626642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -4626641.500000 Penalty: 5267.330566
	Iteration 110Q: 3 clusters Score -4626642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -4626661.000000 Penalty: 5267.330566
	Iteration 111Q: 3 clusters Score -4626661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4626670.000000 Penalty: 5267.330566
	Iteration 112Q: 3 clusters Score -4626670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -4626668.000000 Penalty: 5267.330566
	Iteration 113Q: 3 clusters Score -4626668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -4626680.000000 Penalty: 5267.330566
	Iteration 114Q: 3 clusters Score -4626680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4626669.000000 Penalty: 5267.330566
	Iteration 115Q: 3 clusters Score -4626669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4626667.500000 Penalty: 5267.330566
	Iteration 116Q: 3 clusters Score -4626668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4626666.000000 Penalty: 5267.330566
	Iteration 117Q: 3 clusters Score -4626666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -4626671.000000 Penalty: 5267.330566
	Iteration 118Q: 3 clusters Score -4626671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4626677.500000 Penalty: 5267.330566
	Iteration 119Q: 3 clusters Score -4626678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -4626692.000000 Penalty: 5267.330566
	Iteration 120F: 3 clusters Score -4626692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4626703.500000 Penalty: 5267.330566
	Iteration 121Q: 3 clusters Score -4626704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -4626704.500000 Penalty: 5267.330566
	Iteration 122Q: 3 clusters Score -4626704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4626699.500000 Penalty: 5267.330566
	Iteration 123Q: 3 clusters Score -4626700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4626696.000000 Penalty: 5267.330566
	Iteration 124Q: 3 clusters Score -4626696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -4626696.000000 Penalty: 5267.330566
	Iteration 125Q: 3 clusters Score -4626696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4626698.000000 Penalty: 5267.330566
	Iteration 126Q: 3 clusters Score -4626698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4626703.500000 Penalty: 5267.330566
	Iteration 127Q: 3 clusters Score -4626704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4626706.500000 Penalty: 5267.330566
	Iteration 128Q: 3 clusters Score -4626706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4626710.500000 Penalty: 5267.330566
	Iteration 129Q: 3 clusters Score -4626710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4626709.000000 Penalty: 5267.330566
	Iteration 130Q: 3 clusters Score -4626709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4626704.500000 Penalty: 5267.330566
	Iteration 131Q: 3 clusters Score -4626704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -4626710.000000 Penalty: 5267.330566
	Iteration 132Q: 3 clusters Score -4626710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4626706.500000 Penalty: 5267.330566
	Iteration 133Q: 3 clusters Score -4626706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4626706.500000 Penalty: 5267.330566
	Iteration 134Q: 3 clusters Score -4626706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4626703.000000 Penalty: 5267.330566
	Iteration 135Q: 3 clusters Score -4626703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -4626712.500000 Penalty: 5267.330566
	Iteration 136Q: 3 clusters Score -4626712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4626714.000000 Penalty: 5267.330566
	Iteration 137Q: 3 clusters Score -4626714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -4626713.000000 Penalty: 5267.330566
	Iteration 138Q: 3 clusters Score -4626713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4626717.500000 Penalty: 5267.330566
	Iteration 139Q: 3 clusters Score -4626718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4626722.500000 Penalty: 5267.330566
	Iteration 140F: 3 clusters Score -4626722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4626721.000000 Penalty: 5267.330566
	Iteration 141Q: 3 clusters Score -4626721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4626719.500000 Penalty: 5267.330566
	Iteration 142Q: 3 clusters Score -4626720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4626719.000000 Penalty: 5267.330566
	Iteration 143Q: 3 clusters Score -4626719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -4626712.500000 Penalty: 5267.330566
	Iteration 144Q: 3 clusters Score -4626712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4626723.500000 Penalty: 5267.330566
	Iteration 145Q: 3 clusters Score -4626724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4626721.500000 Penalty: 5267.330566
	Iteration 146Q: 3 clusters Score -4626722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4626717.500000 Penalty: 5267.330566
	Iteration 147Q: 3 clusters Score -4626718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4626720.500000 Penalty: 5267.330566
	Iteration 148Q: 3 clusters Score -4626720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -4626717.000000 Penalty: 5267.330566
	Iteration 149Q: 3 clusters Score -4626717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4626720.500000 Penalty: 5267.330566
	Iteration 150Q: 3 clusters Score -4626720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -4626725.000000 Penalty: 5267.330566
	Iteration 151Q: 3 clusters Score -4626725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4626725.500000 Penalty: 5267.330566
	Iteration 152Q: 3 clusters Score -4626726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4626724.500000 Penalty: 5267.330566
	Iteration 153Q: 3 clusters Score -4626724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4626719.500000 Penalty: 5267.330566
	Iteration 154Q: 3 clusters Score -4626720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4626722.500000 Penalty: 5267.330566
	Iteration 155Q: 3 clusters Score -4626722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4626726.000000 Penalty: 5267.330566
	Iteration 156Q: 3 clusters Score -4626726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4626726.000000 Penalty: 5267.330566
	Iteration 157F: 3 clusters Score -4626726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -418096.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -418096.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -414229.375000 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -414229.4 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -415042.375000 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -415042.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -415329.125000 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -415329.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -415612.093750 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -415612.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -415863.093750 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -415863.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -416062.593750 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -416062.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -416208.218750 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -416208.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -416324.625000 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -416324.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -416410.375000 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -416410.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -416464.656250 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -416464.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -416505.562500 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -416505.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -416543.125000 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -416543.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -416576.031250 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -416576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -416614.093750 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -416614.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -416652.156250 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -416652.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -416685.312500 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -416685.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -416718.750000 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -416718.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -416740.500000 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -416740.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -416764.500000 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -416764.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -416777.781250 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -416777.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -416789.093750 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -416789.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -416796.718750 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -416796.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -416801.468750 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -416801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -416806.406250 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -416806.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -416813.625000 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -416813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -416816.937500 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -416816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -416819.812500 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -416819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -416819.968750 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -416820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -416820.906250 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -416820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -416821.625000 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -416821.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -416821.625000 Penalty: 4099.635254
	Iteration 30F: 3 clusters Score -416821.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -755569.875000 Penalty: 2184.512451
	Iteration 0F: 2 clusters Score -755569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -749966.562500 Penalty: 4369.024902
	Iteration 0F: 3 clusters Score -749966.6 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -751360.562500 Penalty: 4369.024902
	Iteration 1F: 3 clusters Score -751360.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -751677.750000 Penalty: 4369.024902
	Iteration 2F: 3 clusters Score -751677.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -751981.250000 Penalty: 4369.024902
	Iteration 3F: 3 clusters Score -751981.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -752379.625000 Penalty: 4369.024902
	Iteration 4F: 3 clusters Score -752379.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -752916.187500 Penalty: 4369.024902
	Iteration 5F: 3 clusters Score -752916.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -753430.562500 Penalty: 4369.024902
	Iteration 6F: 3 clusters Score -753430.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -753891.875000 Penalty: 4369.024902
	Iteration 7F: 3 clusters Score -753891.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -754327.625000 Penalty: 4369.024902
	Iteration 8F: 3 clusters Score -754327.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -754587.000000 Penalty: 4369.024902
	Iteration 9Q: 3 clusters Score -754587 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -754717.000000 Penalty: 4369.024902
	Iteration 10Q: 3 clusters Score -754717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -754772.937500 Penalty: 4369.024902
	Iteration 11Q: 3 clusters Score -754772.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -754796.875000 Penalty: 4369.024902
	Iteration 12Q: 3 clusters Score -754796.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -754808.250000 Penalty: 4369.024902
	Iteration 13Q: 3 clusters Score -754808.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -754815.062500 Penalty: 4369.024902
	Iteration 14Q: 3 clusters Score -754815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -754815.187500 Penalty: 4369.024902
	Iteration 15Q: 3 clusters Score -754815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -754819.000000 Penalty: 4369.024902
	Iteration 16Q: 3 clusters Score -754819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -754818.937500 Penalty: 4369.024902
	Iteration 17Q: 3 clusters Score -754818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -754819.375000 Penalty: 4369.024902
	Iteration 18Q: 3 clusters Score -754819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -754819.812500 Penalty: 4369.024902
	Iteration 19Q: 3 clusters Score -754819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -754818.875000 Penalty: 4369.024902
	Iteration 20F: 3 clusters Score -754818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -754819.312500 Penalty: 4369.024902
	Iteration 21Q: 3 clusters Score -754819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -754819.312500 Penalty: 4369.024902
	Iteration 22F: 3 clusters Score -754819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Entering Unmasked Estep 
Score: -4152939.000000 Penalty: 2605.018799
	Iteration 0F: 2 clusters Score -4152939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4128061.250000 Penalty: 5210.037598
	Iteration 0F: 3 clusters Score -4128061 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4137157.750000 Penalty: 5210.037598
	Iteration 1F: 3 clusters Score -4137158 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4137512.500000 Penalty: 5210.037598
	Iteration 2Q: 3 clusters Score -4137512 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4137799.750000 Penalty: 5210.037598
	Iteration 3Q: 3 clusters Score -4137800 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4138088.250000 Penalty: 5210.037598
	Iteration 4Q: 3 clusters Score -4138088 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4138439.750000 Penalty: 5210.037598
	Iteration 5Q: 3 clusters Score -4138440 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4138951.500000 Penalty: 5210.037598
	Iteration 6Q: 3 clusters Score -4138952 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4139812.250000 Penalty: 5210.037598
	Iteration 7Q: 3 clusters Score -4139812 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -4141227.750000 Penalty: 5210.037598
	Iteration 8F: 3 clusters Score -4141228 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -4143422.500000 Penalty: 5210.037598
	Iteration 9F: 3 clusters Score -4143422 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4146120.500000 Penalty: 5210.037598
	Iteration 10F: 3 clusters Score -4146120 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4148353.000000 Penalty: 5210.037598
	Iteration 11F: 3 clusters Score -4148353 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4149615.000000 Penalty: 5210.037598
	Iteration 12Q: 3 clusters Score -4149615 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4150295.500000 Penalty: 5210.037598
	Iteration 13Q: 3 clusters Score -4150296 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4150580.250000 Penalty: 5210.037598
	Iteration 14Q: 3 clusters Score -4150580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4150706.750000 Penalty: 5210.037598
	Iteration 15Q: 3 clusters Score -4150707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4150785.000000 Penalty: 5210.037598
	Iteration 16Q: 3 clusters Score -4150785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4150845.250000 Penalty: 5210.037598
	Iteration 17Q: 3 clusters Score -4150845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4150874.750000 Penalty: 5210.037598
	Iteration 18Q: 3 clusters Score -4150875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4150900.500000 Penalty: 5210.037598
	Iteration 19Q: 3 clusters Score -4150900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4150929.250000 Penalty: 5210.037598
	Iteration 20F: 3 clusters Score -4150929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4150944.500000 Penalty: 5210.037598
	Iteration 21Q: 3 clusters Score -4150944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4150957.000000 Penalty: 5210.037598
	Iteration 22Q: 3 clusters Score -4150957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4150963.250000 Penalty: 5210.037598
	Iteration 23Q: 3 clusters Score -4150963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4150968.500000 Penalty: 5210.037598
	Iteration 24Q: 3 clusters Score -4150968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4150967.000000 Penalty: 5210.037598
	Iteration 25Q: 3 clusters Score -4150967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4150976.750000 Penalty: 5210.037598
	Iteration 26Q: 3 clusters Score -4150977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4150988.250000 Penalty: 5210.037598
	Iteration 27Q: 3 clusters Score -4150988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4150987.500000 Penalty: 5210.037598
	Iteration 28Q: 3 clusters Score -4150988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4150985.500000 Penalty: 5210.037598
	Iteration 29Q: 3 clusters Score -4150986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4150990.500000 Penalty: 5210.037598
	Iteration 30Q: 3 clusters Score -4150990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4150993.250000 Penalty: 5210.037598
	Iteration 31Q: 3 clusters Score -4150993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4150998.250000 Penalty: 5210.037598
	Iteration 32Q: 3 clusters Score -4150998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4151003.000000 Penalty: 5210.037598
	Iteration 33Q: 3 clusters Score -4151003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4151004.500000 Penalty: 5210.037598
	Iteration 34Q: 3 clusters Score -4151004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4151004.000000 Penalty: 5210.037598
	Iteration 35Q: 3 clusters Score -4151004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4151004.000000 Penalty: 5210.037598
	Iteration 36F: 3 clusters Score -4151004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Entering Unmasked Estep 
Score: -5102675.000000 Penalty: 2664.441895
	Iteration 0F: 2 clusters Score -5102675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5071314.000000 Penalty: 5328.883789
	Iteration 0F: 3 clusters Score -5071314 nChanged 21410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5083050.000000 Penalty: 5328.883789
	Iteration 1F: 3 clusters Score -5083050 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5083572.500000 Penalty: 5328.883789
	Iteration 2Q: 3 clusters Score -5083572 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5084176.500000 Penalty: 5328.883789
	Iteration 3Q: 3 clusters Score -5084176 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5084804.000000 Penalty: 5328.883789
	Iteration 4Q: 3 clusters Score -5084804 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5085484.000000 Penalty: 5328.883789
	Iteration 5Q: 3 clusters Score -5085484 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -5086388.000000 Penalty: 5328.883789
	Iteration 6Q: 3 clusters Score -5086388 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5087673.000000 Penalty: 5328.883789
	Iteration 7F: 3 clusters Score -5087673 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5089407.500000 Penalty: 5328.883789
	Iteration 8F: 3 clusters Score -5089408 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -5091601.500000 Penalty: 5328.883789
	Iteration 9F: 3 clusters Score -5091602 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -5093921.500000 Penalty: 5328.883789
	Iteration 10F: 3 clusters Score -5093922 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -5095839.500000 Penalty: 5328.883789
	Iteration 11Q: 3 clusters Score -5095840 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -5097207.500000 Penalty: 5328.883789
	Iteration 12Q: 3 clusters Score -5097208 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5098053.000000 Penalty: 5328.883789
	Iteration 13Q: 3 clusters Score -5098053 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5098642.000000 Penalty: 5328.883789
	Iteration 14Q: 3 clusters Score -5098642 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5099037.500000 Penalty: 5328.883789
	Iteration 15Q: 3 clusters Score -5099038 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5099307.000000 Penalty: 5328.883789
	Iteration 16Q: 3 clusters Score -5099307 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5099528.500000 Penalty: 5328.883789
	Iteration 17Q: 3 clusters Score -5099528 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5099704.000000 Penalty: 5328.883789
	Iteration 18Q: 3 clusters Score -5099704 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5099830.500000 Penalty: 5328.883789
	Iteration 19Q: 3 clusters Score -5099830 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5099940.500000 Penalty: 5328.883789
	Iteration 20F: 3 clusters Score -5099940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5100048.500000 Penalty: 5328.883789
	Iteration 21Q: 3 clusters Score -5100048 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5100105.500000 Penalty: 5328.883789
	Iteration 22Q: 3 clusters Score -5100106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5100162.000000 Penalty: 5328.883789
	Iteration 23Q: 3 clusters Score -5100162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5100224.000000 Penalty: 5328.883789
	Iteration 24Q: 3 clusters Score -5100224 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5100266.000000 Penalty: 5328.883789
	Iteration 25Q: 3 clusters Score -5100266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5100307.000000 Penalty: 5328.883789
	Iteration 26Q: 3 clusters Score -5100307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5100353.000000 Penalty: 5328.883789
	Iteration 27Q: 3 clusters Score -5100353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5100372.500000 Penalty: 5328.883789
	Iteration 28Q: 3 clusters Score -5100372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5100388.000000 Penalty: 5328.883789
	Iteration 29Q: 3 clusters Score -5100388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5100421.000000 Penalty: 5328.883789
	Iteration 30Q: 3 clusters Score -5100421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5100435.500000 Penalty: 5328.883789
	Iteration 31Q: 3 clusters Score -5100436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5100452.000000 Penalty: 5328.883789
	Iteration 32Q: 3 clusters Score -5100452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5100472.000000 Penalty: 5328.883789
	Iteration 33Q: 3 clusters Score -5100472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5100473.500000 Penalty: 5328.883789
	Iteration 34Q: 3 clusters Score -5100474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5100482.000000 Penalty: 5328.883789
	Iteration 35Q: 3 clusters Score -5100482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5100495.000000 Penalty: 5328.883789
	Iteration 36Q: 3 clusters Score -5100495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5100503.500000 Penalty: 5328.883789
	Iteration 37Q: 3 clusters Score -5100504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5100507.000000 Penalty: 5328.883789
	Iteration 38Q: 3 clusters Score -5100507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5100525.000000 Penalty: 5328.883789
	Iteration 39Q: 3 clusters Score -5100525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5100526.000000 Penalty: 5328.883789
	Iteration 40F: 3 clusters Score -5100526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5100528.500000 Penalty: 5328.883789
	Iteration 41Q: 3 clusters Score -5100528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5100532.000000 Penalty: 5328.883789
	Iteration 42Q: 3 clusters Score -5100532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5100532.000000 Penalty: 5328.883789
	Iteration 43Q: 3 clusters Score -5100532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5100535.500000 Penalty: 5328.883789
	Iteration 44Q: 3 clusters Score -5100536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5100544.500000 Penalty: 5328.883789
	Iteration 45Q: 3 clusters Score -5100544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5100545.000000 Penalty: 5328.883789
	Iteration 46Q: 3 clusters Score -5100545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5100556.500000 Penalty: 5328.883789
	Iteration 47Q: 3 clusters Score -5100556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5100569.000000 Penalty: 5328.883789
	Iteration 48Q: 3 clusters Score -5100569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5100569.000000 Penalty: 5328.883789
	Iteration 49Q: 3 clusters Score -5100569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5100565.500000 Penalty: 5328.883789
	Iteration 50Q: 3 clusters Score -5100566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5100566.500000 Penalty: 5328.883789
	Iteration 51Q: 3 clusters Score -5100566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5100574.500000 Penalty: 5328.883789
	Iteration 52Q: 3 clusters Score -5100574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5100576.000000 Penalty: 5328.883789
	Iteration 53Q: 3 clusters Score -5100576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5100576.000000 Penalty: 5328.883789
	Iteration 54Q: 3 clusters Score -5100576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5100582.000000 Penalty: 5328.883789
	Iteration 55Q: 3 clusters Score -5100582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5100583.500000 Penalty: 5328.883789
	Iteration 56Q: 3 clusters Score -5100584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5100585.500000 Penalty: 5328.883789
	Iteration 57Q: 3 clusters Score -5100586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5100590.000000 Penalty: 5328.883789
	Iteration 58Q: 3 clusters Score -5100590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5100600.000000 Penalty: 5328.883789
	Iteration 59Q: 3 clusters Score -5100600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5100596.000000 Penalty: 5328.883789
	Iteration 60F: 3 clusters Score -5100596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5100604.000000 Penalty: 5328.883789
	Iteration 61Q: 3 clusters Score -5100604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5100598.000000 Penalty: 5328.883789
	Iteration 62Q: 3 clusters Score -5100598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5100604.000000 Penalty: 5328.883789
	Iteration 63Q: 3 clusters Score -5100604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5100608.500000 Penalty: 5328.883789
	Iteration 64Q: 3 clusters Score -5100608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5100613.500000 Penalty: 5328.883789
	Iteration 65Q: 3 clusters Score -5100614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5100610.000000 Penalty: 5328.883789
	Iteration 66Q: 3 clusters Score -5100610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5100609.500000 Penalty: 5328.883789
	Iteration 67Q: 3 clusters Score -5100610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5100619.500000 Penalty: 5328.883789
	Iteration 68Q: 3 clusters Score -5100620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5100617.500000 Penalty: 5328.883789
	Iteration 69Q: 3 clusters Score -5100618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5100614.000000 Penalty: 5328.883789
	Iteration 70Q: 3 clusters Score -5100614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5100617.500000 Penalty: 5328.883789
	Iteration 71Q: 3 clusters Score -5100618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5100617.500000 Penalty: 5328.883789
	Iteration 72F: 3 clusters Score -5100618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -101789.132812 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -101789.1 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 479 members 
Entering Unmasked Estep 
Score: -99848.492188 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -99848.49 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100117.554688 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -100117.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100220.453125 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -100220.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100295.109375 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -100295.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100343.343750 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -100343.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100362.523438 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -100362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100375.531250 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -100375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100394.492188 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -100394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100414.734375 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -100414.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100439.617188 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -100439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100455.796875 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -100455.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100481.117188 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -100481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100510.304688 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -100510.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100554.968750 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -100555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100598.984375 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -100599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100656.890625 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -100656.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100782.375000 Penalty: 3408.575439
	Iteration 16Q: 3 clusters Score -100782.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101022.726562 Penalty: 3408.575439
	Iteration 17Q: 3 clusters Score -101022.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101289.320312 Penalty: 3408.575439
	Iteration 18Q: 3 clusters Score -101289.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101378.601562 Penalty: 3408.575439
	Iteration 19Q: 3 clusters Score -101378.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101450.648438 Penalty: 3408.575439
	Iteration 20F: 3 clusters Score -101450.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -101528.132812 Penalty: 3408.575439
	Iteration 21Q: 3 clusters Score -101528.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -101584.265625 Penalty: 3408.575439
	Iteration 22Q: 3 clusters Score -101584.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101612.273438 Penalty: 3408.575439
	Iteration 23Q: 3 clusters Score -101612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101644.117188 Penalty: 3408.575439
	Iteration 24Q: 3 clusters Score -101644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -101678.039062 Penalty: 3408.575439
	Iteration 25Q: 3 clusters Score -101678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -101707.562500 Penalty: 3408.575439
	Iteration 26Q: 3 clusters Score -101707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101725.718750 Penalty: 3408.575439
	Iteration 27Q: 3 clusters Score -101725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101730.632812 Penalty: 3408.575439
	Iteration 28Q: 3 clusters Score -101730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101733.929688 Penalty: 3408.575439
	Iteration 29Q: 3 clusters Score -101733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101733.929688 Penalty: 3408.575439
	Iteration 30F: 3 clusters Score -101733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22491.628906 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22491.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22577.335938 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22577.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22598.185547 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22598.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22604.390625 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22604.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22607.214844 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22607.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22607.214844 Penalty: 2716.325684
	Iteration 5F: 3 clusters Score -22607.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81095.210938 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81095.21 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81523.929688 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81523.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81872.859375 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81872.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82117.773438 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -82117.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -82297.226562 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -82297.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82674.710938 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -82674.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -82951.367188 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -82951.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83027.703125 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -83027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -83062.406250 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -83062.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -83079.257812 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -83079.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83082.210938 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -83082.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83082.210938 Penalty: 3322.340820
	Iteration 11F: 3 clusters Score -83082.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 46338 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 3804 members 
Mstep: Class 13 contains 6128 members 
Mstep: Class 14 contains 18367 members 
Mstep: Class 15 contains 27910 members 
Mstep: Class 16 contains 239302 members 
Mstep: Class 17 contains 666 members 
Mstep: Class 18 contains 242716 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 21 contains 44728 members 
Mstep: Class 22 contains 27749 members 
Entering Unmasked Estep 
Score: -88589904.000000 Penalty: 70802.812500
Splitting cluster 8 changes total score from -88591280.000000 to -88589904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30461.796875 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30461.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30568.070312 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30568.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30613.978516 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30613.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30639.324219 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30639.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30653.035156 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30653.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30658.205078 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -30658.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30670.681641 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -30670.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30670.681641 Penalty: 2871.820312
	Iteration 7F: 3 clusters Score -30670.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -123768.234375 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -123768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121724.960938 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -121725 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -122039.460938 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -122039.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122147.265625 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -122147.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122182.398438 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -122182.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122203.875000 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -122203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122212.125000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -122212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122218.421875 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -122218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122224.328125 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -122224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122230.335938 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -122230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122236.546875 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -122236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122243.515625 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -122243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122250.429688 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -122250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122252.125000 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -122252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122258.179688 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -122258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122263.953125 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -122264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122271.390625 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -122271.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122284.289062 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -122284.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122293.906250 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -122293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122299.562500 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -122299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122303.523438 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -122303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122309.070312 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -122309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122313.835938 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -122313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122314.281250 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -122314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122317.773438 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -122317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122320.757812 Penalty: 3483.342529
	Iteration 24Q: 3 clusters Score -122320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122328.796875 Penalty: 3483.342529
	Iteration 25Q: 3 clusters Score -122328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122338.632812 Penalty: 3483.342529
	Iteration 26Q: 3 clusters Score -122338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122345.195312 Penalty: 3483.342529
	Iteration 27Q: 3 clusters Score -122345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122350.375000 Penalty: 3483.342529
	Iteration 28Q: 3 clusters Score -122350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122354.539062 Penalty: 3483.342529
	Iteration 29Q: 3 clusters Score -122354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122358.109375 Penalty: 3483.342529
	Iteration 30Q: 3 clusters Score -122358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122361.070312 Penalty: 3483.342529
	Iteration 31Q: 3 clusters Score -122361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122372.960938 Penalty: 3483.342529
	Iteration 32Q: 3 clusters Score -122373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122396.257812 Penalty: 3483.342529
	Iteration 33Q: 3 clusters Score -122396.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122411.156250 Penalty: 3483.342529
	Iteration 34Q: 3 clusters Score -122411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122417.671875 Penalty: 3483.342529
	Iteration 35Q: 3 clusters Score -122417.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122428.812500 Penalty: 3483.342529
	Iteration 36Q: 3 clusters Score -122428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122438.242188 Penalty: 3483.342529
	Iteration 37Q: 3 clusters Score -122438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122447.453125 Penalty: 3483.342529
	Iteration 38Q: 3 clusters Score -122447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122454.710938 Penalty: 3483.342529
	Iteration 39Q: 3 clusters Score -122454.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122466.703125 Penalty: 3483.342529
	Iteration 40F: 3 clusters Score -122466.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122472.656250 Penalty: 3483.342529
	Iteration 41Q: 3 clusters Score -122472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122473.992188 Penalty: 3483.342529
	Iteration 42Q: 3 clusters Score -122474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122476.710938 Penalty: 3483.342529
	Iteration 43Q: 3 clusters Score -122476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122476.710938 Penalty: 3483.342529
	Iteration 44F: 3 clusters Score -122476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -627413.312500 Penalty: 2160.968262
	Iteration 0F: 2 clusters Score -627413.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -622203.875000 Penalty: 4321.936523
	Iteration 0F: 3 clusters Score -622203.9 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -623547.937500 Penalty: 4321.936523
	Iteration 1F: 3 clusters Score -623547.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -623849.000000 Penalty: 4321.936523
	Iteration 2F: 3 clusters Score -623849 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -624076.687500 Penalty: 4321.936523
	Iteration 3F: 3 clusters Score -624076.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -624268.250000 Penalty: 4321.936523
	Iteration 4Q: 3 clusters Score -624268.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -624435.125000 Penalty: 4321.936523
	Iteration 5Q: 3 clusters Score -624435.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -624566.125000 Penalty: 4321.936523
	Iteration 6Q: 3 clusters Score -624566.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -624678.500000 Penalty: 4321.936523
	Iteration 7Q: 3 clusters Score -624678.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -624782.500000 Penalty: 4321.936523
	Iteration 8Q: 3 clusters Score -624782.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -624898.750000 Penalty: 4321.936523
	Iteration 9Q: 3 clusters Score -624898.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -624992.750000 Penalty: 4321.936523
	Iteration 10Q: 3 clusters Score -624992.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -625082.375000 Penalty: 4321.936523
	Iteration 11Q: 3 clusters Score -625082.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -625138.812500 Penalty: 4321.936523
	Iteration 12Q: 3 clusters Score -625138.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -625197.062500 Penalty: 4321.936523
	Iteration 13Q: 3 clusters Score -625197.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -625244.875000 Penalty: 4321.936523
	Iteration 14Q: 3 clusters Score -625244.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -625289.500000 Penalty: 4321.936523
	Iteration 15Q: 3 clusters Score -625289.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -625336.375000 Penalty: 4321.936523
	Iteration 16Q: 3 clusters Score -625336.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -625379.187500 Penalty: 4321.936523
	Iteration 17Q: 3 clusters Score -625379.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -625421.750000 Penalty: 4321.936523
	Iteration 18Q: 3 clusters Score -625421.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -625455.687500 Penalty: 4321.936523
	Iteration 19Q: 3 clusters Score -625455.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -625482.125000 Penalty: 4321.936523
	Iteration 20F: 3 clusters Score -625482.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -625513.437500 Penalty: 4321.936523
	Iteration 21Q: 3 clusters Score -625513.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -625537.187500 Penalty: 4321.936523
	Iteration 22Q: 3 clusters Score -625537.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -625552.937500 Penalty: 4321.936523
	Iteration 23Q: 3 clusters Score -625552.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -625563.312500 Penalty: 4321.936523
	Iteration 24Q: 3 clusters Score -625563.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -625567.125000 Penalty: 4321.936523
	Iteration 25Q: 3 clusters Score -625567.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -625572.312500 Penalty: 4321.936523
	Iteration 26Q: 3 clusters Score -625572.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -625572.437500 Penalty: 4321.936523
	Iteration 27Q: 3 clusters Score -625572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -625576.437500 Penalty: 4321.936523
	Iteration 28Q: 3 clusters Score -625576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -625580.125000 Penalty: 4321.936523
	Iteration 29Q: 3 clusters Score -625580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -625581.500000 Penalty: 4321.936523
	Iteration 30Q: 3 clusters Score -625581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -625586.062500 Penalty: 4321.936523
	Iteration 31Q: 3 clusters Score -625586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -625590.000000 Penalty: 4321.936523
	Iteration 32Q: 3 clusters Score -625590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -625596.125000 Penalty: 4321.936523
	Iteration 33Q: 3 clusters Score -625596.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -625602.312500 Penalty: 4321.936523
	Iteration 34Q: 3 clusters Score -625602.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -625607.500000 Penalty: 4321.936523
	Iteration 35Q: 3 clusters Score -625607.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -625615.375000 Penalty: 4321.936523
	Iteration 36Q: 3 clusters Score -625615.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -625622.937500 Penalty: 4321.936523
	Iteration 37Q: 3 clusters Score -625622.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -625633.375000 Penalty: 4321.936523
	Iteration 38Q: 3 clusters Score -625633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -625638.812500 Penalty: 4321.936523
	Iteration 39Q: 3 clusters Score -625638.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -625649.562500 Penalty: 4321.936523
	Iteration 40F: 3 clusters Score -625649.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -625660.062500 Penalty: 4321.936523
	Iteration 41Q: 3 clusters Score -625660.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -625670.250000 Penalty: 4321.936523
	Iteration 42Q: 3 clusters Score -625670.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -625683.000000 Penalty: 4321.936523
	Iteration 43Q: 3 clusters Score -625683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -625694.250000 Penalty: 4321.936523
	Iteration 44Q: 3 clusters Score -625694.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -625709.187500 Penalty: 4321.936523
	Iteration 45Q: 3 clusters Score -625709.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -625725.250000 Penalty: 4321.936523
	Iteration 46Q: 3 clusters Score -625725.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -625734.250000 Penalty: 4321.936523
	Iteration 47Q: 3 clusters Score -625734.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -625739.750000 Penalty: 4321.936523
	Iteration 48Q: 3 clusters Score -625739.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -625743.750000 Penalty: 4321.936523
	Iteration 49Q: 3 clusters Score -625743.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -625747.750000 Penalty: 4321.936523
	Iteration 50Q: 3 clusters Score -625747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -625754.812500 Penalty: 4321.936523
	Iteration 51Q: 3 clusters Score -625754.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -625759.312500 Penalty: 4321.936523
	Iteration 52Q: 3 clusters Score -625759.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -625763.687500 Penalty: 4321.936523
	Iteration 53Q: 3 clusters Score -625763.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -625767.125000 Penalty: 4321.936523
	Iteration 54Q: 3 clusters Score -625767.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -625770.437500 Penalty: 4321.936523
	Iteration 55Q: 3 clusters Score -625770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -625772.562500 Penalty: 4321.936523
	Iteration 56Q: 3 clusters Score -625772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -625773.562500 Penalty: 4321.936523
	Iteration 57Q: 3 clusters Score -625773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -625774.375000 Penalty: 4321.936523
	Iteration 58Q: 3 clusters Score -625774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -625776.062500 Penalty: 4321.936523
	Iteration 59Q: 3 clusters Score -625776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -625782.312500 Penalty: 4321.936523
	Iteration 60F: 3 clusters Score -625782.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -625784.812500 Penalty: 4321.936523
	Iteration 61Q: 3 clusters Score -625784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -625786.625000 Penalty: 4321.936523
	Iteration 62Q: 3 clusters Score -625786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -625786.750000 Penalty: 4321.936523
	Iteration 63Q: 3 clusters Score -625786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -625788.312500 Penalty: 4321.936523
	Iteration 64Q: 3 clusters Score -625788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -625788.312500 Penalty: 4321.936523
	Iteration 65F: 3 clusters Score -625788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -428446.062500 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -428446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -424721.062500 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -424721.1 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -425532.718750 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -425532.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -425693.250000 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -425693.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -425801.812500 Penalty: 4088.929199
	Iteration 3Q: 3 clusters Score -425801.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -425891.156250 Penalty: 4088.929199
	Iteration 4Q: 3 clusters Score -425891.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -425987.843750 Penalty: 4088.929199
	Iteration 5Q: 3 clusters Score -425987.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -426075.468750 Penalty: 4088.929199
	Iteration 6Q: 3 clusters Score -426075.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -426189.812500 Penalty: 4088.929199
	Iteration 7Q: 3 clusters Score -426189.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -426384.250000 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -426384.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -426694.031250 Penalty: 4088.929199
	Iteration 9F: 3 clusters Score -426694 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -427167.500000 Penalty: 4088.929199
	Iteration 10F: 3 clusters Score -427167.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -427719.468750 Penalty: 4088.929199
	Iteration 11F: 3 clusters Score -427719.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -428102.281250 Penalty: 4088.929199
	Iteration 12F: 3 clusters Score -428102.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -428269.125000 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -428269.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -428360.125000 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -428360.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -428416.312500 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -428416.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -428451.187500 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -428451.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -428477.250000 Penalty: 4088.929199
	Iteration 17Q: 3 clusters Score -428477.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -428496.093750 Penalty: 4088.929199
	Iteration 18Q: 3 clusters Score -428496.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -428510.531250 Penalty: 4088.929199
	Iteration 19Q: 3 clusters Score -428510.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -428526.687500 Penalty: 4088.929199
	Iteration 20F: 3 clusters Score -428526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -428542.625000 Penalty: 4088.929199
	Iteration 21Q: 3 clusters Score -428542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -428559.531250 Penalty: 4088.929199
	Iteration 22Q: 3 clusters Score -428559.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -428577.250000 Penalty: 4088.929199
	Iteration 23Q: 3 clusters Score -428577.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -428589.625000 Penalty: 4088.929199
	Iteration 24Q: 3 clusters Score -428589.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -428597.875000 Penalty: 4088.929199
	Iteration 25Q: 3 clusters Score -428597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -428604.968750 Penalty: 4088.929199
	Iteration 26Q: 3 clusters Score -428605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -428607.437500 Penalty: 4088.929199
	Iteration 27Q: 3 clusters Score -428607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -428611.062500 Penalty: 4088.929199
	Iteration 28Q: 3 clusters Score -428611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -428611.593750 Penalty: 4088.929199
	Iteration 29Q: 3 clusters Score -428611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -428614.593750 Penalty: 4088.929199
	Iteration 30Q: 3 clusters Score -428614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -428615.468750 Penalty: 4088.929199
	Iteration 31Q: 3 clusters Score -428615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -428615.468750 Penalty: 4088.929199
	Iteration 32F: 3 clusters Score -428615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 46338 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 6128 members 
Mstep: Class 14 contains 18367 members 
Mstep: Class 15 contains 27910 members 
Mstep: Class 16 contains 239302 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 242716 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 21 contains 44728 members 
Mstep: Class 22 contains 27749 members 
Entering Unmasked Estep 
Score: -88590016.000000 Penalty: 70802.812500
Splitting cluster 12 changes total score from -88591280.000000 to -88590016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -686018.062500 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -686018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -680821.000000 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -680821 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -682158.562500 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -682158.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -682445.562500 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -682445.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -682656.625000 Penalty: 4325.429688
	Iteration 3F: 3 clusters Score -682656.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -682810.875000 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -682810.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -682922.375000 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -682922.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -683012.062500 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -683012.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -683105.687500 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -683105.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -683187.187500 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -683187.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -683262.687500 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -683262.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -683323.062500 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -683323.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -683374.250000 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -683374.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -683427.000000 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -683427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -683470.375000 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -683470.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -683515.312500 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -683515.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -683555.000000 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -683555 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -683597.562500 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -683597.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -683631.812500 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -683631.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -683675.687500 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -683675.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -683715.687500 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -683715.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -683741.125000 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -683741.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -683770.062500 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -683770.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -683803.750000 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -683803.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -683834.062500 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -683834.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -683860.812500 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -683860.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -683881.500000 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -683881.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -683899.500000 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -683899.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -683913.187500 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -683913.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -683925.812500 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -683925.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -683936.875000 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -683936.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -683947.250000 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -683947.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -683953.875000 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -683953.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -683958.062500 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -683958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -683961.250000 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -683961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -683963.812500 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -683963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -683965.562500 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -683965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -683970.250000 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -683970.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -683973.687500 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -683973.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -683979.375000 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -683979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -683982.125000 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -683982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -683985.562500 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -683985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -683990.312500 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -683990.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -683992.062500 Penalty: 4325.429688
	Iteration 42Q: 3 clusters Score -683992.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -683994.937500 Penalty: 4325.429688
	Iteration 43Q: 3 clusters Score -683994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -683996.937500 Penalty: 4325.429688
	Iteration 44Q: 3 clusters Score -683996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -684000.000000 Penalty: 4325.429688
	Iteration 45Q: 3 clusters Score -684000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -684002.750000 Penalty: 4325.429688
	Iteration 46Q: 3 clusters Score -684002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -684003.812500 Penalty: 4325.429688
	Iteration 47Q: 3 clusters Score -684003.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -684007.625000 Penalty: 4325.429688
	Iteration 48Q: 3 clusters Score -684007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -684007.687500 Penalty: 4325.429688
	Iteration 49Q: 3 clusters Score -684007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -684008.187500 Penalty: 4325.429688
	Iteration 50Q: 3 clusters Score -684008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -684010.187500 Penalty: 4325.429688
	Iteration 51Q: 3 clusters Score -684010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -684010.562500 Penalty: 4325.429688
	Iteration 52Q: 3 clusters Score -684010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -684011.312500 Penalty: 4325.429688
	Iteration 53Q: 3 clusters Score -684011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -684011.312500 Penalty: 4325.429688
	Iteration 54Q: 3 clusters Score -684011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -684013.375000 Penalty: 4325.429688
	Iteration 55Q: 3 clusters Score -684013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -684014.875000 Penalty: 4325.429688
	Iteration 56Q: 3 clusters Score -684014.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -684014.437500 Penalty: 4325.429688
	Iteration 57Q: 3 clusters Score -684014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -684019.125000 Penalty: 4325.429688
	Iteration 58Q: 3 clusters Score -684019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -684019.437500 Penalty: 4325.429688
	Iteration 59Q: 3 clusters Score -684019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -684020.375000 Penalty: 4325.429688
	Iteration 60F: 3 clusters Score -684020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -684022.687500 Penalty: 4325.429688
	Iteration 61Q: 3 clusters Score -684022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -684021.375000 Penalty: 4325.429688
	Iteration 62Q: 3 clusters Score -684021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -684022.250000 Penalty: 4325.429688
	Iteration 63Q: 3 clusters Score -684022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -684023.187500 Penalty: 4325.429688
	Iteration 64Q: 3 clusters Score -684023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -684023.187500 Penalty: 4325.429688
	Iteration 65F: 3 clusters Score -684023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Entering Unmasked Estep 
Score: -2087268.750000 Penalty: 2434.941162
	Iteration 0F: 2 clusters Score -2087269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2074467.875000 Penalty: 4869.882324
	Iteration 0F: 3 clusters Score -2074468 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2079014.500000 Penalty: 4869.882324
	Iteration 1F: 3 clusters Score -2079014 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2079733.250000 Penalty: 4869.882324
	Iteration 2F: 3 clusters Score -2079733 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2080367.250000 Penalty: 4869.882324
	Iteration 3F: 3 clusters Score -2080367 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2080872.125000 Penalty: 4869.882324
	Iteration 4F: 3 clusters Score -2080872 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2081345.125000 Penalty: 4869.882324
	Iteration 5Q: 3 clusters Score -2081345 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2081827.500000 Penalty: 4869.882324
	Iteration 6Q: 3 clusters Score -2081828 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2082233.875000 Penalty: 4869.882324
	Iteration 7Q: 3 clusters Score -2082234 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2082621.250000 Penalty: 4869.882324
	Iteration 8Q: 3 clusters Score -2082621 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2082955.375000 Penalty: 4869.882324
	Iteration 9Q: 3 clusters Score -2082955 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2083265.250000 Penalty: 4869.882324
	Iteration 10Q: 3 clusters Score -2083265 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2083502.375000 Penalty: 4869.882324
	Iteration 11Q: 3 clusters Score -2083502 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2083647.250000 Penalty: 4869.882324
	Iteration 12Q: 3 clusters Score -2083647 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2083763.125000 Penalty: 4869.882324
	Iteration 13Q: 3 clusters Score -2083763 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2083852.375000 Penalty: 4869.882324
	Iteration 14Q: 3 clusters Score -2083852 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2083921.125000 Penalty: 4869.882324
	Iteration 15Q: 3 clusters Score -2083921 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2083970.125000 Penalty: 4869.882324
	Iteration 16Q: 3 clusters Score -2083970 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2084015.750000 Penalty: 4869.882324
	Iteration 17Q: 3 clusters Score -2084016 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2084050.250000 Penalty: 4869.882324
	Iteration 18Q: 3 clusters Score -2084050 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2084087.500000 Penalty: 4869.882324
	Iteration 19Q: 3 clusters Score -2084088 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2084108.500000 Penalty: 4869.882324
	Iteration 20F: 3 clusters Score -2084108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2084126.125000 Penalty: 4869.882324
	Iteration 21Q: 3 clusters Score -2084126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2084151.625000 Penalty: 4869.882324
	Iteration 22Q: 3 clusters Score -2084152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2084160.375000 Penalty: 4869.882324
	Iteration 23Q: 3 clusters Score -2084160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2084164.750000 Penalty: 4869.882324
	Iteration 24Q: 3 clusters Score -2084165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2084178.750000 Penalty: 4869.882324
	Iteration 25Q: 3 clusters Score -2084179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2084190.000000 Penalty: 4869.882324
	Iteration 26Q: 3 clusters Score -2084190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2084193.750000 Penalty: 4869.882324
	Iteration 27Q: 3 clusters Score -2084194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2084209.750000 Penalty: 4869.882324
	Iteration 28Q: 3 clusters Score -2084210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2084215.625000 Penalty: 4869.882324
	Iteration 29Q: 3 clusters Score -2084216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2084227.375000 Penalty: 4869.882324
	Iteration 30Q: 3 clusters Score -2084227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2084230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2084245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2084250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2084256.250000 Penalty: 4869.882324
	Iteration 34Q: 3 clusters Score -2084256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2084265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2084279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2084293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2084304.125000 Penalty: 4869.882324
	Iteration 38Q: 3 clusters Score -2084304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2084321.125000 Penalty: 4869.882324
	Iteration 39Q: 3 clusters Score -2084321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2084335.875000 Penalty: 4869.882324
	Iteration 40F: 3 clusters Score -2084336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2084358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2084373 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2084387 nChanged 98
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Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2084409 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2084430 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2084448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2084461 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2084482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2084498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2084515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2084532 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2084557 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2084573 nChanged 100
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Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2084590 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2084603 nChanged 100
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Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2084622 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2084636 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2084648 nChanged 83
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Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2084669 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2084686 nChanged 83
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Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2084696 nChanged 91
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Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2084714 nChanged 97
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Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2084734 nChanged 103
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Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2084759 nChanged 121
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Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2084787 nChanged 111
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Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2084806 nChanged 114
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Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2084836 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2084861 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2084902.625000 Penalty: 4869.882324
	Iteration 69Q: 3 clusters Score -2084903 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2084948 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2084998 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2085031.750000 Penalty: 4869.882324
	Iteration 72Q: 3 clusters Score -2085032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2085058 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2085084 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2085117 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2085146 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2085171 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2085195 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2085229 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2085253.250000 Penalty: 4869.882324
	Iteration 80F: 3 clusters Score -2085253 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2085290 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2085325 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2085361 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2085404 nChanged 117
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Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2085439 nChanged 120
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Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2085466 nChanged 118
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Mstep: Class 1 contains 15420 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2085497 nChanged 112
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Mstep: Class 1 contains 15532 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2085536 nChanged 111
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Mstep: Class 1 contains 15639 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2085565 nChanged 107
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Mstep: Class 1 contains 15746 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2085600 nChanged 106
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Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2085630 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2085673 nChanged 124
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Mstep: Class 1 contains 16090 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2085725 nChanged 106
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Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2085751 nChanged 97
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Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2085784 nChanged 82
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Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2085814 nChanged 84
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Mstep: Class 1 contains 16453 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2085851 nChanged 88
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Mstep: Class 1 contains 16539 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2085882 nChanged 75
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Mstep: Class 1 contains 16606 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2085910 nChanged 67
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Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2085945 nChanged 71
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Mstep: Class 1 contains 16744 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2085971 nChanged 64
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Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2085998 nChanged 51
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Mstep: Class 1 contains 16849 members 
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Entering Unmasked Estep 
Score: -2086014.500000 Penalty: 4869.882324
	Iteration 103Q: 3 clusters Score -2086014 nChanged 45
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Mstep: Class 1 contains 16888 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2086026 nChanged 34
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Mstep: Class 1 contains 16922 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2086040 nChanged 27
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	Iteration 106Q: 3 clusters Score -2086053 nChanged 22
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Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2086056 nChanged 23
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Mstep: Class 1 contains 16986 members 
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	Iteration 108Q: 3 clusters Score -2086061 nChanged 19
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Mstep: Class 1 contains 17003 members 
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	Iteration 109Q: 3 clusters Score -2086069 nChanged 16
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Mstep: Class 1 contains 17017 members 
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	Iteration 110Q: 3 clusters Score -2086078 nChanged 27
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Mstep: Class 1 contains 17042 members 
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	Iteration 111Q: 3 clusters Score -2086086 nChanged 37
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Mstep: Class 1 contains 17077 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2086105 nChanged 34
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Mstep: Class 1 contains 17111 members 
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Entering Unmasked Estep 
Score: -2086118.250000 Penalty: 4869.882324
	Iteration 113Q: 3 clusters Score -2086118 nChanged 32
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Mstep: Class 1 contains 17139 members 
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Entering Unmasked Estep 
Score: -2086138.625000 Penalty: 4869.882324
	Iteration 114Q: 3 clusters Score -2086139 nChanged 36
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Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2086150.625000 Penalty: 4869.882324
	Iteration 115Q: 3 clusters Score -2086151 nChanged 24
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Mstep: Class 1 contains 17193 members 
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Entering Unmasked Estep 
Score: -2086158.875000 Penalty: 4869.882324
	Iteration 116Q: 3 clusters Score -2086159 nChanged 18
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Mstep: Class 1 contains 17211 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2086168 nChanged 16
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Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2086168 nChanged 11
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Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2086168 nChanged 4
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Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2086167.875000 Penalty: 4869.882324
	Iteration 120F: 3 clusters Score -2086168 nChanged 3
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Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2086170.625000 Penalty: 4869.882324
	Iteration 121Q: 3 clusters Score -2086171 nChanged 4
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Mstep: Class 1 contains 17239 members 
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Entering Unmasked Estep 
Score: -2086172.250000 Penalty: 4869.882324
	Iteration 122Q: 3 clusters Score -2086172 nChanged 5
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Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2086176.125000 Penalty: 4869.882324
	Iteration 123Q: 3 clusters Score -2086176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2086177.250000 Penalty: 4869.882324
	Iteration 124Q: 3 clusters Score -2086177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2086173.500000 Penalty: 4869.882324
	Iteration 125Q: 3 clusters Score -2086174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2086176.375000 Penalty: 4869.882324
	Iteration 126Q: 3 clusters Score -2086176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2086179.500000 Penalty: 4869.882324
	Iteration 127Q: 3 clusters Score -2086180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2086179.250000 Penalty: 4869.882324
	Iteration 128Q: 3 clusters Score -2086179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2086178.625000 Penalty: 4869.882324
	Iteration 129Q: 3 clusters Score -2086179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2086178.625000 Penalty: 4869.882324
	Iteration 130F: 3 clusters Score -2086179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Entering Unmasked Estep 
Score: -3173816.000000 Penalty: 2538.711426
	Iteration 0F: 2 clusters Score -3173816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3154499.500000 Penalty: 5077.422852
	Iteration 0F: 3 clusters Score -3154500 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3161392.500000 Penalty: 5077.422852
	Iteration 1F: 3 clusters Score -3161392 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3161844.000000 Penalty: 5077.422852
	Iteration 2Q: 3 clusters Score -3161844 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3162255.500000 Penalty: 5077.422852
	Iteration 3Q: 3 clusters Score -3162256 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3162812.750000 Penalty: 5077.422852
	Iteration 4Q: 3 clusters Score -3162813 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3163566.500000 Penalty: 5077.422852
	Iteration 5F: 3 clusters Score -3163566 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3164663.750000 Penalty: 5077.422852
	Iteration 6F: 3 clusters Score -3164664 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3166175.250000 Penalty: 5077.422852
	Iteration 7F: 3 clusters Score -3166175 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3167999.000000 Penalty: 5077.422852
	Iteration 8F: 3 clusters Score -3167999 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3169721.500000 Penalty: 5077.422852
	Iteration 9F: 3 clusters Score -3169722 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3170974.000000 Penalty: 5077.422852
	Iteration 10Q: 3 clusters Score -3170974 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3171638.750000 Penalty: 5077.422852
	Iteration 11Q: 3 clusters Score -3171639 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3171919.250000 Penalty: 5077.422852
	Iteration 12Q: 3 clusters Score -3171919 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3172029.500000 Penalty: 5077.422852
	Iteration 13Q: 3 clusters Score -3172030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3172106.250000 Penalty: 5077.422852
	Iteration 14Q: 3 clusters Score -3172106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3172159.000000 Penalty: 5077.422852
	Iteration 15Q: 3 clusters Score -3172159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3172183.000000 Penalty: 5077.422852
	Iteration 16Q: 3 clusters Score -3172183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3172204.750000 Penalty: 5077.422852
	Iteration 17Q: 3 clusters Score -3172205 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3172233.000000 Penalty: 5077.422852
	Iteration 18Q: 3 clusters Score -3172233 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3172259.750000 Penalty: 5077.422852
	Iteration 19Q: 3 clusters Score -3172260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3172270.750000 Penalty: 5077.422852
	Iteration 20F: 3 clusters Score -3172271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3172279.500000 Penalty: 5077.422852
	Iteration 21Q: 3 clusters Score -3172280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3172289.750000 Penalty: 5077.422852
	Iteration 22Q: 3 clusters Score -3172290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3172315.000000 Penalty: 5077.422852
	Iteration 23Q: 3 clusters Score -3172315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3172312.250000 Penalty: 5077.422852
	Iteration 24Q: 3 clusters Score -3172312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3172318.750000 Penalty: 5077.422852
	Iteration 25Q: 3 clusters Score -3172319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3172330.000000 Penalty: 5077.422852
	Iteration 26Q: 3 clusters Score -3172330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3172325.750000 Penalty: 5077.422852
	Iteration 27Q: 3 clusters Score -3172326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3172334.250000 Penalty: 5077.422852
	Iteration 28Q: 3 clusters Score -3172334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3172336.500000 Penalty: 5077.422852
	Iteration 29Q: 3 clusters Score -3172336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3172334.500000 Penalty: 5077.422852
	Iteration 30Q: 3 clusters Score -3172334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3172339.000000 Penalty: 5077.422852
	Iteration 31Q: 3 clusters Score -3172339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3172337.500000 Penalty: 5077.422852
	Iteration 32Q: 3 clusters Score -3172338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3172344.000000 Penalty: 5077.422852
	Iteration 33Q: 3 clusters Score -3172344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3172343.000000 Penalty: 5077.422852
	Iteration 34Q: 3 clusters Score -3172343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3172342.250000 Penalty: 5077.422852
	Iteration 35Q: 3 clusters Score -3172342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3172343.500000 Penalty: 5077.422852
	Iteration 36Q: 3 clusters Score -3172344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3172344.500000 Penalty: 5077.422852
	Iteration 37Q: 3 clusters Score -3172344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3172347.750000 Penalty: 5077.422852
	Iteration 38Q: 3 clusters Score -3172348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3172344.750000 Penalty: 5077.422852
	Iteration 39Q: 3 clusters Score -3172345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3172351.000000 Penalty: 5077.422852
	Iteration 40F: 3 clusters Score -3172351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3172354.250000 Penalty: 5077.422852
	Iteration 41Q: 3 clusters Score -3172354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3172350.750000 Penalty: 5077.422852
	Iteration 42Q: 3 clusters Score -3172351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3172349.750000 Penalty: 5077.422852
	Iteration 43Q: 3 clusters Score -3172350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3172349.750000 Penalty: 5077.422852
	Iteration 44Q: 3 clusters Score -3172350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3172350.000000 Penalty: 5077.422852
	Iteration 45Q: 3 clusters Score -3172350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3172350.000000 Penalty: 5077.422852
	Iteration 46Q: 3 clusters Score -3172350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3172350.500000 Penalty: 5077.422852
	Iteration 47Q: 3 clusters Score -3172350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3172350.500000 Penalty: 5077.422852
	Iteration 48Q: 3 clusters Score -3172350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3172350.500000 Penalty: 5077.422852
	Iteration 49F: 3 clusters Score -3172350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (239302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239302 members 
Entering Unmasked Estep 
Score: -26975068.000000 Penalty: 3071.599609
	Iteration 0F: 2 clusters Score -2.697507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 119720 members 
Entering Unmasked Estep 
Score: -26823112.000000 Penalty: 6143.199219
	Iteration 0F: 3 clusters Score -2.682311e+07 nChanged 115319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 122133 members 
Entering Unmasked Estep 
Score: -26890854.000000 Penalty: 6143.199219
	Iteration 1F: 3 clusters Score -2.689085e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 123779 members 
Entering Unmasked Estep 
Score: -26891932.000000 Penalty: 6143.199219
	Iteration 2Q: 3 clusters Score -2.689193e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112897 members 
Mstep: Class 2 contains 126405 members 
Entering Unmasked Estep 
Score: -26893432.000000 Penalty: 6143.199219
	Iteration 3Q: 3 clusters Score -2.689343e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 130429 members 
Entering Unmasked Estep 
Score: -26896446.000000 Penalty: 6143.199219
	Iteration 4Q: 3 clusters Score -2.689645e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -26901596.000000 Penalty: 6143.199219
	Iteration 5Q: 3 clusters Score -2.69016e+07 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -26910694.000000 Penalty: 6143.199219
	Iteration 6F: 3 clusters Score -2.691069e+07 nChanged 18437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -26925206.000000 Penalty: 6143.199219
	Iteration 7F: 3 clusters Score -2.692521e+07 nChanged 19318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -26944116.000000 Penalty: 6143.199219
	Iteration 8F: 3 clusters Score -2.694412e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 175879 members 
Entering Unmasked Estep 
Score: -26959878.000000 Penalty: 6143.199219
	Iteration 9F: 3 clusters Score -2.695988e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 178811 members 
Entering Unmasked Estep 
Score: -26966192.000000 Penalty: 6143.199219
	Iteration 10Q: 3 clusters Score -2.696619e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 180456 members 
Entering Unmasked Estep 
Score: -26967974.000000 Penalty: 6143.199219
	Iteration 11Q: 3 clusters Score -2.696797e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 181735 members 
Entering Unmasked Estep 
Score: -26969202.000000 Penalty: 6143.199219
	Iteration 12Q: 3 clusters Score -2.69692e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -26970130.000000 Penalty: 6143.199219
	Iteration 13Q: 3 clusters Score -2.697013e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 183885 members 
Entering Unmasked Estep 
Score: -26970782.000000 Penalty: 6143.199219
	Iteration 14Q: 3 clusters Score -2.697078e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 184693 members 
Entering Unmasked Estep 
Score: -26971406.000000 Penalty: 6143.199219
	Iteration 15Q: 3 clusters Score -2.697141e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
Score: -26971734.000000 Penalty: 6143.199219
	Iteration 16Q: 3 clusters Score -2.697173e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 186231 members 
Entering Unmasked Estep 
Score: -26971962.000000 Penalty: 6143.199219
	Iteration 17Q: 3 clusters Score -2.697196e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 186951 members 
Entering Unmasked Estep 
Score: -26972290.000000 Penalty: 6143.199219
	Iteration 18Q: 3 clusters Score -2.697229e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 187672 members 
Entering Unmasked Estep 
Score: -26972422.000000 Penalty: 6143.199219
	Iteration 19Q: 3 clusters Score -2.697242e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 188374 members 
Entering Unmasked Estep 
Score: -26972646.000000 Penalty: 6143.199219
	Iteration 20F: 3 clusters Score -2.697265e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 189050 members 
Entering Unmasked Estep 
Score: -26972712.000000 Penalty: 6143.199219
	Iteration 21Q: 3 clusters Score -2.697271e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 189688 members 
Entering Unmasked Estep 
Score: -26972842.000000 Penalty: 6143.199219
	Iteration 22Q: 3 clusters Score -2.697284e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 190291 members 
Entering Unmasked Estep 
Score: -26972960.000000 Penalty: 6143.199219
	Iteration 23Q: 3 clusters Score -2.697296e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 190917 members 
Entering Unmasked Estep 
Score: -26973068.000000 Penalty: 6143.199219
	Iteration 24Q: 3 clusters Score -2.697307e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 191556 members 
Entering Unmasked Estep 
Score: -26973128.000000 Penalty: 6143.199219
	Iteration 25Q: 3 clusters Score -2.697313e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 192197 members 
Entering Unmasked Estep 
Score: -26973226.000000 Penalty: 6143.199219
	Iteration 26Q: 3 clusters Score -2.697323e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 192868 members 
Entering Unmasked Estep 
Score: -26973328.000000 Penalty: 6143.199219
	Iteration 27Q: 3 clusters Score -2.697333e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 193551 members 
Entering Unmasked Estep 
Score: -26973440.000000 Penalty: 6143.199219
	Iteration 28Q: 3 clusters Score -2.697344e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 194187 members 
Entering Unmasked Estep 
Score: -26973550.000000 Penalty: 6143.199219
	Iteration 29Q: 3 clusters Score -2.697355e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 194857 members 
Entering Unmasked Estep 
Score: -26973610.000000 Penalty: 6143.199219
	Iteration 30Q: 3 clusters Score -2.697361e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 195543 members 
Entering Unmasked Estep 
Score: -26973774.000000 Penalty: 6143.199219
	Iteration 31Q: 3 clusters Score -2.697377e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 196245 members 
Entering Unmasked Estep 
Score: -26973948.000000 Penalty: 6143.199219
	Iteration 32Q: 3 clusters Score -2.697395e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 196977 members 
Entering Unmasked Estep 
Score: -26973980.000000 Penalty: 6143.199219
	Iteration 33Q: 3 clusters Score -2.697398e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 197705 members 
Entering Unmasked Estep 
Score: -26974142.000000 Penalty: 6143.199219
	Iteration 34Q: 3 clusters Score -2.697414e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 198448 members 
Entering Unmasked Estep 
Score: -26974252.000000 Penalty: 6143.199219
	Iteration 35Q: 3 clusters Score -2.697425e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 199213 members 
Entering Unmasked Estep 
Score: -26974334.000000 Penalty: 6143.199219
	Iteration 36Q: 3 clusters Score -2.697433e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 200030 members 
Entering Unmasked Estep 
Score: -26974522.000000 Penalty: 6143.199219
	Iteration 37Q: 3 clusters Score -2.697452e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 200868 members 
Entering Unmasked Estep 
Score: -26974648.000000 Penalty: 6143.199219
	Iteration 38Q: 3 clusters Score -2.697465e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
Score: -26974806.000000 Penalty: 6143.199219
	Iteration 39Q: 3 clusters Score -2.697481e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 202629 members 
Entering Unmasked Estep 
Score: -26974890.000000 Penalty: 6143.199219
	Iteration 40F: 3 clusters Score -2.697489e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 203533 members 
Entering Unmasked Estep 
Score: -26975054.000000 Penalty: 6143.199219
	Iteration 41Q: 3 clusters Score -2.697505e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -26975060.000000 Penalty: 6143.199219
	Iteration 42Q: 3 clusters Score -2.697506e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 205340 members 
Entering Unmasked Estep 
Score: -26975210.000000 Penalty: 6143.199219
	Iteration 43Q: 3 clusters Score -2.697521e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 206299 members 
Entering Unmasked Estep 
Score: -26975358.000000 Penalty: 6143.199219
	Iteration 44Q: 3 clusters Score -2.697536e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -26975426.000000 Penalty: 6143.199219
	Iteration 45Q: 3 clusters Score -2.697543e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 208196 members 
Entering Unmasked Estep 
Score: -26975506.000000 Penalty: 6143.199219
	Iteration 46Q: 3 clusters Score -2.697551e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 209190 members 
Entering Unmasked Estep 
Score: -26975646.000000 Penalty: 6143.199219
	Iteration 47Q: 3 clusters Score -2.697565e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 210178 members 
Entering Unmasked Estep 
Score: -26975870.000000 Penalty: 6143.199219
	Iteration 48Q: 3 clusters Score -2.697587e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 211207 members 
Entering Unmasked Estep 
Score: -26976018.000000 Penalty: 6143.199219
	Iteration 49Q: 3 clusters Score -2.697602e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 212198 members 
Entering Unmasked Estep 
Score: -26976188.000000 Penalty: 6143.199219
	Iteration 50Q: 3 clusters Score -2.697619e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 213199 members 
Entering Unmasked Estep 
Score: -26976356.000000 Penalty: 6143.199219
	Iteration 51Q: 3 clusters Score -2.697636e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 214176 members 
Entering Unmasked Estep 
Score: -26976538.000000 Penalty: 6143.199219
	Iteration 52Q: 3 clusters Score -2.697654e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -26976570.000000 Penalty: 6143.199219
	Iteration 53Q: 3 clusters Score -2.697657e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 216145 members 
Entering Unmasked Estep 
Score: -26976738.000000 Penalty: 6143.199219
	Iteration 54Q: 3 clusters Score -2.697674e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 217140 members 
Entering Unmasked Estep 
Score: -26976988.000000 Penalty: 6143.199219
	Iteration 55Q: 3 clusters Score -2.697699e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 218118 members 
Entering Unmasked Estep 
Score: -26977084.000000 Penalty: 6143.199219
	Iteration 56Q: 3 clusters Score -2.697708e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 219075 members 
Entering Unmasked Estep 
Score: -26977266.000000 Penalty: 6143.199219
	Iteration 57Q: 3 clusters Score -2.697727e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 220008 members 
Entering Unmasked Estep 
Score: -26977420.000000 Penalty: 6143.199219
	Iteration 58Q: 3 clusters Score -2.697742e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 220863 members 
Entering Unmasked Estep 
Score: -26977320.000000 Penalty: 6143.199219
	Iteration 59Q: 3 clusters Score -2.697732e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 221680 members 
Entering Unmasked Estep 
Score: -26977318.000000 Penalty: 6143.199219
	Iteration 60F: 3 clusters Score -2.697732e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 222487 members 
Entering Unmasked Estep 
Score: -26977248.000000 Penalty: 6143.199219
	Iteration 61Q: 3 clusters Score -2.697725e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 223276 members 
Entering Unmasked Estep 
Score: -26977216.000000 Penalty: 6143.199219
	Iteration 62Q: 3 clusters Score -2.697722e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 223978 members 
Entering Unmasked Estep 
Score: -26977098.000000 Penalty: 6143.199219
	Iteration 63Q: 3 clusters Score -2.69771e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 224599 members 
Entering Unmasked Estep 
Score: -26977004.000000 Penalty: 6143.199219
	Iteration 64Q: 3 clusters Score -2.6977e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 225188 members 
Entering Unmasked Estep 
Score: -26976856.000000 Penalty: 6143.199219
	Iteration 65Q: 3 clusters Score -2.697686e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -26976688.000000 Penalty: 6143.199219
	Iteration 66Q: 3 clusters Score -2.697669e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 226304 members 
Entering Unmasked Estep 
Score: -26976586.000000 Penalty: 6143.199219
	Iteration 67Q: 3 clusters Score -2.697659e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 226825 members 
Entering Unmasked Estep 
Score: -26976452.000000 Penalty: 6143.199219
	Iteration 68Q: 3 clusters Score -2.697645e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 227311 members 
Entering Unmasked Estep 
Score: -26976330.000000 Penalty: 6143.199219
	Iteration 69Q: 3 clusters Score -2.697633e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 227749 members 
Entering Unmasked Estep 
Score: -26976276.000000 Penalty: 6143.199219
	Iteration 70Q: 3 clusters Score -2.697628e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 228148 members 
Entering Unmasked Estep 
Score: -26976250.000000 Penalty: 6143.199219
	Iteration 71Q: 3 clusters Score -2.697625e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 228531 members 
Entering Unmasked Estep 
Score: -26976154.000000 Penalty: 6143.199219
	Iteration 72Q: 3 clusters Score -2.697615e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 228897 members 
Entering Unmasked Estep 
Score: -26976072.000000 Penalty: 6143.199219
	Iteration 73Q: 3 clusters Score -2.697607e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 229242 members 
Entering Unmasked Estep 
Score: -26975976.000000 Penalty: 6143.199219
	Iteration 74Q: 3 clusters Score -2.697598e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 229578 members 
Entering Unmasked Estep 
Score: -26975956.000000 Penalty: 6143.199219
	Iteration 75Q: 3 clusters Score -2.697596e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 229919 members 
Entering Unmasked Estep 
Score: -26975868.000000 Penalty: 6143.199219
	Iteration 76Q: 3 clusters Score -2.697587e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 230254 members 
Entering Unmasked Estep 
Score: -26975810.000000 Penalty: 6143.199219
	Iteration 77Q: 3 clusters Score -2.697581e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 230566 members 
Entering Unmasked Estep 
Score: -26975774.000000 Penalty: 6143.199219
	Iteration 78Q: 3 clusters Score -2.697577e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 230858 members 
Entering Unmasked Estep 
Score: -26975794.000000 Penalty: 6143.199219
	Iteration 79Q: 3 clusters Score -2.697579e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 231121 members 
Entering Unmasked Estep 
Score: -26975778.000000 Penalty: 6143.199219
	Iteration 80F: 3 clusters Score -2.697578e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 231387 members 
Entering Unmasked Estep 
Score: -26975720.000000 Penalty: 6143.199219
	Iteration 81Q: 3 clusters Score -2.697572e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 231605 members 
Entering Unmasked Estep 
Score: -26975710.000000 Penalty: 6143.199219
	Iteration 82Q: 3 clusters Score -2.697571e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 231792 members 
Entering Unmasked Estep 
Score: -26975600.000000 Penalty: 6143.199219
	Iteration 83Q: 3 clusters Score -2.69756e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 231985 members 
Entering Unmasked Estep 
Score: -26975500.000000 Penalty: 6143.199219
	Iteration 84Q: 3 clusters Score -2.69755e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 232146 members 
Entering Unmasked Estep 
Score: -26975510.000000 Penalty: 6143.199219
	Iteration 85Q: 3 clusters Score -2.697551e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 232311 members 
Entering Unmasked Estep 
Score: -26975400.000000 Penalty: 6143.199219
	Iteration 86Q: 3 clusters Score -2.69754e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 232485 members 
Entering Unmasked Estep 
Score: -26975342.000000 Penalty: 6143.199219
	Iteration 87Q: 3 clusters Score -2.697534e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 232643 members 
Entering Unmasked Estep 
Score: -26975322.000000 Penalty: 6143.199219
	Iteration 88Q: 3 clusters Score -2.697532e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 232811 members 
Entering Unmasked Estep 
Score: -26975302.000000 Penalty: 6143.199219
	Iteration 89Q: 3 clusters Score -2.69753e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 232969 members 
Entering Unmasked Estep 
Score: -26975186.000000 Penalty: 6143.199219
	Iteration 90Q: 3 clusters Score -2.697519e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 233116 members 
Entering Unmasked Estep 
Score: -26975120.000000 Penalty: 6143.199219
	Iteration 91Q: 3 clusters Score -2.697512e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 233232 members 
Entering Unmasked Estep 
Score: -26975134.000000 Penalty: 6143.199219
	Iteration 92Q: 3 clusters Score -2.697513e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 233351 members 
Entering Unmasked Estep 
Score: -26975068.000000 Penalty: 6143.199219
	Iteration 93Q: 3 clusters Score -2.697507e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 233481 members 
Entering Unmasked Estep 
Score: -26975038.000000 Penalty: 6143.199219
	Iteration 94Q: 3 clusters Score -2.697504e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 233614 members 
Entering Unmasked Estep 
Score: -26974994.000000 Penalty: 6143.199219
	Iteration 95Q: 3 clusters Score -2.697499e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 233727 members 
Entering Unmasked Estep 
Score: -26974912.000000 Penalty: 6143.199219
	Iteration 96Q: 3 clusters Score -2.697491e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 233831 members 
Entering Unmasked Estep 
Score: -26974906.000000 Penalty: 6143.199219
	Iteration 97Q: 3 clusters Score -2.697491e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 233915 members 
Entering Unmasked Estep 
Score: -26974846.000000 Penalty: 6143.199219
	Iteration 98Q: 3 clusters Score -2.697485e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 234000 members 
Entering Unmasked Estep 
Score: -26974844.000000 Penalty: 6143.199219
	Iteration 99Q: 3 clusters Score -2.697484e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 234079 members 
Entering Unmasked Estep 
Score: -26974862.000000 Penalty: 6143.199219
	Iteration 100F: 3 clusters Score -2.697486e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 234146 members 
Entering Unmasked Estep 
Score: -26974818.000000 Penalty: 6143.199219
	Iteration 101Q: 3 clusters Score -2.697482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 234196 members 
Entering Unmasked Estep 
Score: -26974838.000000 Penalty: 6143.199219
	Iteration 102Q: 3 clusters Score -2.697484e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 234254 members 
Entering Unmasked Estep 
Score: -26974860.000000 Penalty: 6143.199219
	Iteration 103Q: 3 clusters Score -2.697486e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 234309 members 
Entering Unmasked Estep 
Score: -26974834.000000 Penalty: 6143.199219
	Iteration 104Q: 3 clusters Score -2.697483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 234369 members 
Entering Unmasked Estep 
Score: -26974812.000000 Penalty: 6143.199219
	Iteration 105Q: 3 clusters Score -2.697481e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -26974816.000000 Penalty: 6143.199219
	Iteration 106Q: 3 clusters Score -2.697482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 234478 members 
Entering Unmasked Estep 
Score: -26974802.000000 Penalty: 6143.199219
	Iteration 107Q: 3 clusters Score -2.69748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 234528 members 
Entering Unmasked Estep 
Score: -26974792.000000 Penalty: 6143.199219
	Iteration 108Q: 3 clusters Score -2.697479e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 234571 members 
Entering Unmasked Estep 
Score: -26974780.000000 Penalty: 6143.199219
	Iteration 109Q: 3 clusters Score -2.697478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 234608 members 
Entering Unmasked Estep 
Score: -26974746.000000 Penalty: 6143.199219
	Iteration 110Q: 3 clusters Score -2.697475e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 234640 members 
Entering Unmasked Estep 
Score: -26974722.000000 Penalty: 6143.199219
	Iteration 111Q: 3 clusters Score -2.697472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 234667 members 
Entering Unmasked Estep 
Score: -26974740.000000 Penalty: 6143.199219
	Iteration 112Q: 3 clusters Score -2.697474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 234689 members 
Entering Unmasked Estep 
Score: -26974722.000000 Penalty: 6143.199219
	Iteration 113Q: 3 clusters Score -2.697472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 234704 members 
Entering Unmasked Estep 
Score: -26974714.000000 Penalty: 6143.199219
	Iteration 114Q: 3 clusters Score -2.697471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 234723 members 
Entering Unmasked Estep 
Score: -26974708.000000 Penalty: 6143.199219
	Iteration 115Q: 3 clusters Score -2.697471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 234744 members 
Entering Unmasked Estep 
Score: -26974702.000000 Penalty: 6143.199219
	Iteration 116Q: 3 clusters Score -2.69747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 234769 members 
Entering Unmasked Estep 
Score: -26974682.000000 Penalty: 6143.199219
	Iteration 117Q: 3 clusters Score -2.697468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 234787 members 
Entering Unmasked Estep 
Score: -26974686.000000 Penalty: 6143.199219
	Iteration 118Q: 3 clusters Score -2.697469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 234809 members 
Entering Unmasked Estep 
Score: -26974676.000000 Penalty: 6143.199219
	Iteration 119Q: 3 clusters Score -2.697468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 234830 members 
Entering Unmasked Estep 
Score: -26974648.000000 Penalty: 6143.199219
	Iteration 120F: 3 clusters Score -2.697465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 234848 members 
Entering Unmasked Estep 
Score: -26974656.000000 Penalty: 6143.199219
	Iteration 121Q: 3 clusters Score -2.697466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 234868 members 
Entering Unmasked Estep 
Score: -26974644.000000 Penalty: 6143.199219
	Iteration 122Q: 3 clusters Score -2.697464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 234882 members 
Entering Unmasked Estep 
Score: -26974618.000000 Penalty: 6143.199219
	Iteration 123Q: 3 clusters Score -2.697462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 234893 members 
Entering Unmasked Estep 
Score: -26974618.000000 Penalty: 6143.199219
	Iteration 124Q: 3 clusters Score -2.697462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 234904 members 
Entering Unmasked Estep 
Score: -26974628.000000 Penalty: 6143.199219
	Iteration 125Q: 3 clusters Score -2.697463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 234915 members 
Entering Unmasked Estep 
Score: -26974634.000000 Penalty: 6143.199219
	Iteration 126Q: 3 clusters Score -2.697463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 234929 members 
Entering Unmasked Estep 
Score: -26974630.000000 Penalty: 6143.199219
	Iteration 127Q: 3 clusters Score -2.697463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 234938 members 
Entering Unmasked Estep 
Score: -26974608.000000 Penalty: 6143.199219
	Iteration 128Q: 3 clusters Score -2.697461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 234950 members 
Entering Unmasked Estep 
Score: -26974592.000000 Penalty: 6143.199219
	Iteration 129Q: 3 clusters Score -2.697459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 234959 members 
Entering Unmasked Estep 
Score: -26974570.000000 Penalty: 6143.199219
	Iteration 130Q: 3 clusters Score -2.697457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 234966 members 
Entering Unmasked Estep 
Score: -26974568.000000 Penalty: 6143.199219
	Iteration 131Q: 3 clusters Score -2.697457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 234971 members 
Entering Unmasked Estep 
Score: -26974554.000000 Penalty: 6143.199219
	Iteration 132Q: 3 clusters Score -2.697455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 234977 members 
Entering Unmasked Estep 
Score: -26974568.000000 Penalty: 6143.199219
	Iteration 133Q: 3 clusters Score -2.697457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 234984 members 
Entering Unmasked Estep 
Score: -26974564.000000 Penalty: 6143.199219
	Iteration 134Q: 3 clusters Score -2.697456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 234992 members 
Entering Unmasked Estep 
Score: -26974542.000000 Penalty: 6143.199219
	Iteration 135Q: 3 clusters Score -2.697454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 234996 members 
Entering Unmasked Estep 
Score: -26974548.000000 Penalty: 6143.199219
	Iteration 136Q: 3 clusters Score -2.697455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 235001 members 
Entering Unmasked Estep 
Score: -26974558.000000 Penalty: 6143.199219
	Iteration 137Q: 3 clusters Score -2.697456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 235006 members 
Entering Unmasked Estep 
Score: -26974556.000000 Penalty: 6143.199219
	Iteration 138Q: 3 clusters Score -2.697456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 235010 members 
Entering Unmasked Estep 
Score: -26974550.000000 Penalty: 6143.199219
	Iteration 139Q: 3 clusters Score -2.697455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 235018 members 
Entering Unmasked Estep 
Score: -26974554.000000 Penalty: 6143.199219
	Iteration 140F: 3 clusters Score -2.697455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 235022 members 
Entering Unmasked Estep 
Score: -26974546.000000 Penalty: 6143.199219
	Iteration 141Q: 3 clusters Score -2.697455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 235026 members 
Entering Unmasked Estep 
Score: -26974564.000000 Penalty: 6143.199219
	Iteration 142Q: 3 clusters Score -2.697456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 235029 members 
Entering Unmasked Estep 
Score: -26974536.000000 Penalty: 6143.199219
	Iteration 143Q: 3 clusters Score -2.697454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 235033 members 
Entering Unmasked Estep 
Score: -26974550.000000 Penalty: 6143.199219
	Iteration 144Q: 3 clusters Score -2.697455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 235036 members 
Entering Unmasked Estep 
Score: -26974550.000000 Penalty: 6143.199219
	Iteration 145Q: 3 clusters Score -2.697455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 235041 members 
Entering Unmasked Estep 
Score: -26974550.000000 Penalty: 6143.199219
	Iteration 146Q: 3 clusters Score -2.697455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 235044 members 
Entering Unmasked Estep 
Score: -26974554.000000 Penalty: 6143.199219
	Iteration 147Q: 3 clusters Score -2.697455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 235046 members 
Entering Unmasked Estep 
Score: -26974556.000000 Penalty: 6143.199219
	Iteration 148Q: 3 clusters Score -2.697456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 235047 members 
Entering Unmasked Estep 
Score: -26974550.000000 Penalty: 6143.199219
	Iteration 149Q: 3 clusters Score -2.697455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 235051 members 
Entering Unmasked Estep 
Score: -26974546.000000 Penalty: 6143.199219
	Iteration 150Q: 3 clusters Score -2.697455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 235060 members 
Entering Unmasked Estep 
Score: -26974540.000000 Penalty: 6143.199219
	Iteration 151Q: 3 clusters Score -2.697454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 235068 members 
Entering Unmasked Estep 
Score: -26974538.000000 Penalty: 6143.199219
	Iteration 152Q: 3 clusters Score -2.697454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 235074 members 
Entering Unmasked Estep 
Score: -26974558.000000 Penalty: 6143.199219
	Iteration 153Q: 3 clusters Score -2.697456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 235079 members 
Entering Unmasked Estep 
Score: -26974542.000000 Penalty: 6143.199219
	Iteration 154Q: 3 clusters Score -2.697454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 235088 members 
Entering Unmasked Estep 
Score: -26974534.000000 Penalty: 6143.199219
	Iteration 155Q: 3 clusters Score -2.697453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 235097 members 
Entering Unmasked Estep 
Score: -26974512.000000 Penalty: 6143.199219
	Iteration 156Q: 3 clusters Score -2.697451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 235108 members 
Entering Unmasked Estep 
Score: -26974508.000000 Penalty: 6143.199219
	Iteration 157Q: 3 clusters Score -2.697451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 235115 members 
Entering Unmasked Estep 
Score: -26974542.000000 Penalty: 6143.199219
	Iteration 158Q: 3 clusters Score -2.697454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 235126 members 
Entering Unmasked Estep 
Score: -26974516.000000 Penalty: 6143.199219
	Iteration 159Q: 3 clusters Score -2.697452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 235140 members 
Entering Unmasked Estep 
Score: -26974510.000000 Penalty: 6143.199219
	Iteration 160F: 3 clusters Score -2.697451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 235150 members 
Entering Unmasked Estep 
Score: -26974508.000000 Penalty: 6143.199219
	Iteration 161Q: 3 clusters Score -2.697451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 235159 members 
Entering Unmasked Estep 
Score: -26974514.000000 Penalty: 6143.199219
	Iteration 162Q: 3 clusters Score -2.697451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 235169 members 
Entering Unmasked Estep 
Score: -26974516.000000 Penalty: 6143.199219
	Iteration 163Q: 3 clusters Score -2.697452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 235178 members 
Entering Unmasked Estep 
Score: -26974514.000000 Penalty: 6143.199219
	Iteration 164Q: 3 clusters Score -2.697451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 235192 members 
Entering Unmasked Estep 
Score: -26974514.000000 Penalty: 6143.199219
	Iteration 165Q: 3 clusters Score -2.697451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 235200 members 
Entering Unmasked Estep 
Score: -26974528.000000 Penalty: 6143.199219
	Iteration 166Q: 3 clusters Score -2.697453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 235204 members 
Entering Unmasked Estep 
Score: -26974512.000000 Penalty: 6143.199219
	Iteration 167Q: 3 clusters Score -2.697451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 235210 members 
Entering Unmasked Estep 
Score: -26974516.000000 Penalty: 6143.199219
	Iteration 168Q: 3 clusters Score -2.697452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 235214 members 
Entering Unmasked Estep 
Score: -26974496.000000 Penalty: 6143.199219
	Iteration 169Q: 3 clusters Score -2.69745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 235217 members 
Entering Unmasked Estep 
Score: -26974480.000000 Penalty: 6143.199219
	Iteration 170Q: 3 clusters Score -2.697448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 235225 members 
Entering Unmasked Estep 
Score: -26974470.000000 Penalty: 6143.199219
	Iteration 171Q: 3 clusters Score -2.697447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 235231 members 
Entering Unmasked Estep 
Score: -26974462.000000 Penalty: 6143.199219
	Iteration 172Q: 3 clusters Score -2.697446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 235233 members 
Entering Unmasked Estep 
Score: -26974460.000000 Penalty: 6143.199219
	Iteration 173Q: 3 clusters Score -2.697446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 235236 members 
Entering Unmasked Estep 
Score: -26974446.000000 Penalty: 6143.199219
	Iteration 174Q: 3 clusters Score -2.697445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 235240 members 
Entering Unmasked Estep 
Score: -26974456.000000 Penalty: 6143.199219
	Iteration 175Q: 3 clusters Score -2.697446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 235243 members 
Entering Unmasked Estep 
Score: -26974468.000000 Penalty: 6143.199219
	Iteration 176Q: 3 clusters Score -2.697447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 235247 members 
Entering Unmasked Estep 
Score: -26974472.000000 Penalty: 6143.199219
	Iteration 177Q: 3 clusters Score -2.697447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 235248 members 
Entering Unmasked Estep 
Score: -26974462.000000 Penalty: 6143.199219
	Iteration 178Q: 3 clusters Score -2.697446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 235249 members 
Entering Unmasked Estep 
Score: -26974464.000000 Penalty: 6143.199219
	Iteration 179Q: 3 clusters Score -2.697446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 235249 members 
Entering Unmasked Estep 
Score: -26974464.000000 Penalty: 6143.199219
	Iteration 180F: 3 clusters Score -2.697446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (242716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242716 members 
Entering Unmasked Estep 
Score: -27228276.000000 Penalty: 3075.112549
	Iteration 0F: 2 clusters Score -2.722828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -27075666.000000 Penalty: 6150.225098
	Iteration 0F: 3 clusters Score -2.707567e+07 nChanged 116862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128678 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -27145530.000000 Penalty: 6150.225098
	Iteration 1F: 3 clusters Score -2.714553e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133158 members 
Mstep: Class 2 contains 109558 members 
Entering Unmasked Estep 
Score: -27148238.000000 Penalty: 6150.225098
	Iteration 2Q: 3 clusters Score -2.714824e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -27153112.000000 Penalty: 6150.225098
	Iteration 3Q: 3 clusters Score -2.715311e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149845 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -27160898.000000 Penalty: 6150.225098
	Iteration 4F: 3 clusters Score -2.71609e+07 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -27173004.000000 Penalty: 6150.225098
	Iteration 5F: 3 clusters Score -2.7173e+07 nChanged 18182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176396 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -27188706.000000 Penalty: 6150.225098
	Iteration 6F: 3 clusters Score -2.718871e+07 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188265 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -27204726.000000 Penalty: 6150.225098
	Iteration 7F: 3 clusters Score -2.720473e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195608 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -27215864.000000 Penalty: 6150.225098
	Iteration 8Q: 3 clusters Score -2.721586e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199895 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -27220534.000000 Penalty: 6150.225098
	Iteration 9Q: 3 clusters Score -2.722053e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202900 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -27222808.000000 Penalty: 6150.225098
	Iteration 10Q: 3 clusters Score -2.722281e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205505 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -27224216.000000 Penalty: 6150.225098
	Iteration 11Q: 3 clusters Score -2.722422e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207830 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -27225368.000000 Penalty: 6150.225098
	Iteration 12Q: 3 clusters Score -2.722537e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209894 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -27226060.000000 Penalty: 6150.225098
	Iteration 13Q: 3 clusters Score -2.722606e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211709 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -27226644.000000 Penalty: 6150.225098
	Iteration 14Q: 3 clusters Score -2.722664e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213349 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -27227156.000000 Penalty: 6150.225098
	Iteration 15Q: 3 clusters Score -2.722716e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214836 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -27227472.000000 Penalty: 6150.225098
	Iteration 16Q: 3 clusters Score -2.722747e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216151 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -27227830.000000 Penalty: 6150.225098
	Iteration 17Q: 3 clusters Score -2.722783e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217357 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -27228238.000000 Penalty: 6150.225098
	Iteration 18Q: 3 clusters Score -2.722824e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218522 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -27228424.000000 Penalty: 6150.225098
	Iteration 19Q: 3 clusters Score -2.722842e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219665 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -27228594.000000 Penalty: 6150.225098
	Iteration 20F: 3 clusters Score -2.722859e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220775 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -27228646.000000 Penalty: 6150.225098
	Iteration 21Q: 3 clusters Score -2.722865e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221852 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -27228640.000000 Penalty: 6150.225098
	Iteration 22Q: 3 clusters Score -2.722864e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222921 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -27228592.000000 Penalty: 6150.225098
	Iteration 23Q: 3 clusters Score -2.722859e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223948 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -27228504.000000 Penalty: 6150.225098
	Iteration 24Q: 3 clusters Score -2.72285e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224920 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -27228294.000000 Penalty: 6150.225098
	Iteration 25Q: 3 clusters Score -2.722829e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225832 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -27228090.000000 Penalty: 6150.225098
	Iteration 26Q: 3 clusters Score -2.722809e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226716 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -27227990.000000 Penalty: 6150.225098
	Iteration 27Q: 3 clusters Score -2.722799e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227558 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -27227930.000000 Penalty: 6150.225098
	Iteration 28Q: 3 clusters Score -2.722793e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228384 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -27227980.000000 Penalty: 6150.225098
	Iteration 29Q: 3 clusters Score -2.722798e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229171 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -27227900.000000 Penalty: 6150.225098
	Iteration 30Q: 3 clusters Score -2.72279e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229947 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -27227892.000000 Penalty: 6150.225098
	Iteration 31Q: 3 clusters Score -2.722789e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230691 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -27227830.000000 Penalty: 6150.225098
	Iteration 32Q: 3 clusters Score -2.722783e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231375 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -27227770.000000 Penalty: 6150.225098
	Iteration 33Q: 3 clusters Score -2.722777e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232031 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -27227626.000000 Penalty: 6150.225098
	Iteration 34Q: 3 clusters Score -2.722763e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232694 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -27227554.000000 Penalty: 6150.225098
	Iteration 35Q: 3 clusters Score -2.722755e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233308 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -27227378.000000 Penalty: 6150.225098
	Iteration 36Q: 3 clusters Score -2.722738e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233862 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -27227232.000000 Penalty: 6150.225098
	Iteration 37Q: 3 clusters Score -2.722723e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234420 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -27227126.000000 Penalty: 6150.225098
	Iteration 38Q: 3 clusters Score -2.722713e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234952 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -27227074.000000 Penalty: 6150.225098
	Iteration 39Q: 3 clusters Score -2.722707e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235447 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -27226988.000000 Penalty: 6150.225098
	Iteration 40F: 3 clusters Score -2.722699e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235903 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -27226896.000000 Penalty: 6150.225098
	Iteration 41Q: 3 clusters Score -2.72269e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236335 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -27226868.000000 Penalty: 6150.225098
	Iteration 42Q: 3 clusters Score -2.722687e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236756 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -27226854.000000 Penalty: 6150.225098
	Iteration 43Q: 3 clusters Score -2.722685e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237143 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -27226750.000000 Penalty: 6150.225098
	Iteration 44Q: 3 clusters Score -2.722675e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237509 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -27226714.000000 Penalty: 6150.225098
	Iteration 45Q: 3 clusters Score -2.722671e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237827 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -27226738.000000 Penalty: 6150.225098
	Iteration 46Q: 3 clusters Score -2.722674e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238115 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -27226752.000000 Penalty: 6150.225098
	Iteration 47Q: 3 clusters Score -2.722675e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238394 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -27226678.000000 Penalty: 6150.225098
	Iteration 48Q: 3 clusters Score -2.722668e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238642 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -27226700.000000 Penalty: 6150.225098
	Iteration 49Q: 3 clusters Score -2.72267e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238873 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -27226678.000000 Penalty: 6150.225098
	Iteration 50Q: 3 clusters Score -2.722668e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239095 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -27226688.000000 Penalty: 6150.225098
	Iteration 51Q: 3 clusters Score -2.722669e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239310 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -27226652.000000 Penalty: 6150.225098
	Iteration 52Q: 3 clusters Score -2.722665e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239506 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -27226642.000000 Penalty: 6150.225098
	Iteration 53Q: 3 clusters Score -2.722664e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239675 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -27226626.000000 Penalty: 6150.225098
	Iteration 54Q: 3 clusters Score -2.722663e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239819 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -27226566.000000 Penalty: 6150.225098
	Iteration 55Q: 3 clusters Score -2.722657e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239941 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -27226560.000000 Penalty: 6150.225098
	Iteration 56Q: 3 clusters Score -2.722656e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240085 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -27226528.000000 Penalty: 6150.225098
	Iteration 57Q: 3 clusters Score -2.722653e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240215 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -27226528.000000 Penalty: 6150.225098
	Iteration 58Q: 3 clusters Score -2.722653e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240319 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -27226504.000000 Penalty: 6150.225098
	Iteration 59Q: 3 clusters Score -2.72265e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240398 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -27226476.000000 Penalty: 6150.225098
	Iteration 60F: 3 clusters Score -2.722648e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240467 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -27226492.000000 Penalty: 6150.225098
	Iteration 61Q: 3 clusters Score -2.722649e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240537 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -27226486.000000 Penalty: 6150.225098
	Iteration 62Q: 3 clusters Score -2.722649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240605 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -27226482.000000 Penalty: 6150.225098
	Iteration 63Q: 3 clusters Score -2.722648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240657 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -27226508.000000 Penalty: 6150.225098
	Iteration 64Q: 3 clusters Score -2.722651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240703 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -27226504.000000 Penalty: 6150.225098
	Iteration 65Q: 3 clusters Score -2.72265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240755 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -27226476.000000 Penalty: 6150.225098
	Iteration 66Q: 3 clusters Score -2.722648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240808 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -27226420.000000 Penalty: 6150.225098
	Iteration 67Q: 3 clusters Score -2.722642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240854 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -27226396.000000 Penalty: 6150.225098
	Iteration 68Q: 3 clusters Score -2.72264e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240901 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -27226420.000000 Penalty: 6150.225098
	Iteration 69Q: 3 clusters Score -2.722642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240940 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -27226418.000000 Penalty: 6150.225098
	Iteration 70Q: 3 clusters Score -2.722642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240969 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -27226422.000000 Penalty: 6150.225098
	Iteration 71Q: 3 clusters Score -2.722642e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240999 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -27226432.000000 Penalty: 6150.225098
	Iteration 72Q: 3 clusters Score -2.722643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241027 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -27226420.000000 Penalty: 6150.225098
	Iteration 73Q: 3 clusters Score -2.722642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241055 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -27226424.000000 Penalty: 6150.225098
	Iteration 74Q: 3 clusters Score -2.722642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241079 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -27226432.000000 Penalty: 6150.225098
	Iteration 75Q: 3 clusters Score -2.722643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241098 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -27226440.000000 Penalty: 6150.225098
	Iteration 76Q: 3 clusters Score -2.722644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241115 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -27226438.000000 Penalty: 6150.225098
	Iteration 77Q: 3 clusters Score -2.722644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241130 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -27226442.000000 Penalty: 6150.225098
	Iteration 78Q: 3 clusters Score -2.722644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241143 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -27226464.000000 Penalty: 6150.225098
	Iteration 79Q: 3 clusters Score -2.722646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241157 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -27226450.000000 Penalty: 6150.225098
	Iteration 80F: 3 clusters Score -2.722645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -27226452.000000 Penalty: 6150.225098
	Iteration 81Q: 3 clusters Score -2.722645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241189 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -27226454.000000 Penalty: 6150.225098
	Iteration 82Q: 3 clusters Score -2.722645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241201 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -27226426.000000 Penalty: 6150.225098
	Iteration 83Q: 3 clusters Score -2.722643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241209 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -27226398.000000 Penalty: 6150.225098
	Iteration 84Q: 3 clusters Score -2.72264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241216 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -27226406.000000 Penalty: 6150.225098
	Iteration 85Q: 3 clusters Score -2.722641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241219 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -27226398.000000 Penalty: 6150.225098
	Iteration 86Q: 3 clusters Score -2.72264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241223 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -27226420.000000 Penalty: 6150.225098
	Iteration 87Q: 3 clusters Score -2.722642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241227 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -27226420.000000 Penalty: 6150.225098
	Iteration 88Q: 3 clusters Score -2.722642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241230 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -27226414.000000 Penalty: 6150.225098
	Iteration 89Q: 3 clusters Score -2.722641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241231 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -27226410.000000 Penalty: 6150.225098
	Iteration 90Q: 3 clusters Score -2.722641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241234 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -27226428.000000 Penalty: 6150.225098
	Iteration 91Q: 3 clusters Score -2.722643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241235 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -27226420.000000 Penalty: 6150.225098
	Iteration 92Q: 3 clusters Score -2.722642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241238 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -27226424.000000 Penalty: 6150.225098
	Iteration 93Q: 3 clusters Score -2.722642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241241 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -27226430.000000 Penalty: 6150.225098
	Iteration 94Q: 3 clusters Score -2.722643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241242 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -27226424.000000 Penalty: 6150.225098
	Iteration 95Q: 3 clusters Score -2.722642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241243 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -27226422.000000 Penalty: 6150.225098
	Iteration 96Q: 3 clusters Score -2.722642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241244 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -27226426.000000 Penalty: 6150.225098
	Iteration 97Q: 3 clusters Score -2.722643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241245 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -27226424.000000 Penalty: 6150.225098
	Iteration 98Q: 3 clusters Score -2.722642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241245 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -27226424.000000 Penalty: 6150.225098
	Iteration 99F: 3 clusters Score -2.722642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Entering Unmasked Estep 
Score: -5371854.500000 Penalty: 2670.787842
	Iteration 0F: 2 clusters Score -5371854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -5339612.500000 Penalty: 5341.575684
	Iteration 0F: 3 clusters Score -5339612 nChanged 22023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5351944.500000 Penalty: 5341.575684
	Iteration 1F: 3 clusters Score -5351944 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5352900.000000 Penalty: 5341.575684
	Iteration 2Q: 3 clusters Score -5352900 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5353964.000000 Penalty: 5341.575684
	Iteration 3Q: 3 clusters Score -5353964 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5355209.000000 Penalty: 5341.575684
	Iteration 4Q: 3 clusters Score -5355209 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -5356522.000000 Penalty: 5341.575684
	Iteration 5F: 3 clusters Score -5356522 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -5358050.000000 Penalty: 5341.575684
	Iteration 6F: 3 clusters Score -5358050 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5360117.000000 Penalty: 5341.575684
	Iteration 7F: 3 clusters Score -5360117 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5362635.000000 Penalty: 5341.575684
	Iteration 8F: 3 clusters Score -5362635 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5365121.500000 Penalty: 5341.575684
	Iteration 9F: 3 clusters Score -5365122 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -5366947.000000 Penalty: 5341.575684
	Iteration 10F: 3 clusters Score -5366947 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5367999.500000 Penalty: 5341.575684
	Iteration 11Q: 3 clusters Score -5368000 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -5368563.500000 Penalty: 5341.575684
	Iteration 12Q: 3 clusters Score -5368564 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5368837.500000 Penalty: 5341.575684
	Iteration 13Q: 3 clusters Score -5368838 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -5369033.500000 Penalty: 5341.575684
	Iteration 14Q: 3 clusters Score -5369034 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -5369177.000000 Penalty: 5341.575684
	Iteration 15Q: 3 clusters Score -5369177 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -5369310.000000 Penalty: 5341.575684
	Iteration 16Q: 3 clusters Score -5369310 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5369417.000000 Penalty: 5341.575684
	Iteration 17Q: 3 clusters Score -5369417 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -5369542.000000 Penalty: 5341.575684
	Iteration 18Q: 3 clusters Score -5369542 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -5369624.000000 Penalty: 5341.575684
	Iteration 19Q: 3 clusters Score -5369624 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5369725.500000 Penalty: 5341.575684
	Iteration 20F: 3 clusters Score -5369726 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5369815.000000 Penalty: 5341.575684
	Iteration 21Q: 3 clusters Score -5369815 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5369887.000000 Penalty: 5341.575684
	Iteration 22Q: 3 clusters Score -5369887 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5369977.500000 Penalty: 5341.575684
	Iteration 23Q: 3 clusters Score -5369978 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5370042.000000 Penalty: 5341.575684
	Iteration 24Q: 3 clusters Score -5370042 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5370118.000000 Penalty: 5341.575684
	Iteration 25Q: 3 clusters Score -5370118 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5370191.500000 Penalty: 5341.575684
	Iteration 26Q: 3 clusters Score -5370192 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -5370237.000000 Penalty: 5341.575684
	Iteration 27Q: 3 clusters Score -5370237 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5370325.500000 Penalty: 5341.575684
	Iteration 28Q: 3 clusters Score -5370326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -5370388.500000 Penalty: 5341.575684
	Iteration 29Q: 3 clusters Score -5370388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5370405.500000 Penalty: 5341.575684
	Iteration 30Q: 3 clusters Score -5370406 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5370449.500000 Penalty: 5341.575684
	Iteration 31Q: 3 clusters Score -5370450 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -5370496.500000 Penalty: 5341.575684
	Iteration 32Q: 3 clusters Score -5370496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5370531.500000 Penalty: 5341.575684
	Iteration 33Q: 3 clusters Score -5370532 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5370551.500000 Penalty: 5341.575684
	Iteration 34Q: 3 clusters Score -5370552 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5370567.500000 Penalty: 5341.575684
	Iteration 35Q: 3 clusters Score -5370568 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -5370594.500000 Penalty: 5341.575684
	Iteration 36Q: 3 clusters Score -5370594 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -5370607.000000 Penalty: 5341.575684
	Iteration 37Q: 3 clusters Score -5370607 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5370632.000000 Penalty: 5341.575684
	Iteration 38Q: 3 clusters Score -5370632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5370657.500000 Penalty: 5341.575684
	Iteration 39Q: 3 clusters Score -5370658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -5370675.500000 Penalty: 5341.575684
	Iteration 40F: 3 clusters Score -5370676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5370689.500000 Penalty: 5341.575684
	Iteration 41Q: 3 clusters Score -5370690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5370705.000000 Penalty: 5341.575684
	Iteration 42Q: 3 clusters Score -5370705 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -5370766.500000 Penalty: 5341.575684
	Iteration 43Q: 3 clusters Score -5370766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5370786.500000 Penalty: 5341.575684
	Iteration 44Q: 3 clusters Score -5370786 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5370793.000000 Penalty: 5341.575684
	Iteration 45Q: 3 clusters Score -5370793 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5370809.000000 Penalty: 5341.575684
	Iteration 46Q: 3 clusters Score -5370809 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5370833.500000 Penalty: 5341.575684
	Iteration 47Q: 3 clusters Score -5370834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5370854.000000 Penalty: 5341.575684
	Iteration 48Q: 3 clusters Score -5370854 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -5370857.000000 Penalty: 5341.575684
	Iteration 49Q: 3 clusters Score -5370857 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5370877.500000 Penalty: 5341.575684
	Iteration 50Q: 3 clusters Score -5370878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5370909.000000 Penalty: 5341.575684
	Iteration 51Q: 3 clusters Score -5370909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -5370922.000000 Penalty: 5341.575684
	Iteration 52Q: 3 clusters Score -5370922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5370955.500000 Penalty: 5341.575684
	Iteration 53Q: 3 clusters Score -5370956 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5371003.500000 Penalty: 5341.575684
	Iteration 54Q: 3 clusters Score -5371004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -5371061.000000 Penalty: 5341.575684
	Iteration 55Q: 3 clusters Score -5371061 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5371084.000000 Penalty: 5341.575684
	Iteration 56Q: 3 clusters Score -5371084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -5371108.000000 Penalty: 5341.575684
	Iteration 57Q: 3 clusters Score -5371108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5371125.500000 Penalty: 5341.575684
	Iteration 58Q: 3 clusters Score -5371126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5371150.500000 Penalty: 5341.575684
	Iteration 59Q: 3 clusters Score -5371150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -5371154.500000 Penalty: 5341.575684
	Iteration 60F: 3 clusters Score -5371154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5371161.500000 Penalty: 5341.575684
	Iteration 61Q: 3 clusters Score -5371162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5371164.000000 Penalty: 5341.575684
	Iteration 62Q: 3 clusters Score -5371164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5371179.000000 Penalty: 5341.575684
	Iteration 63Q: 3 clusters Score -5371179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5371184.000000 Penalty: 5341.575684
	Iteration 64Q: 3 clusters Score -5371184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5371200.000000 Penalty: 5341.575684
	Iteration 65Q: 3 clusters Score -5371200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5371206.000000 Penalty: 5341.575684
	Iteration 66Q: 3 clusters Score -5371206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -5371191.500000 Penalty: 5341.575684
	Iteration 67Q: 3 clusters Score -5371192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5371200.000000 Penalty: 5341.575684
	Iteration 68Q: 3 clusters Score -5371200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5371200.500000 Penalty: 5341.575684
	Iteration 69Q: 3 clusters Score -5371200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5371199.500000 Penalty: 5341.575684
	Iteration 70Q: 3 clusters Score -5371200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -5371201.500000 Penalty: 5341.575684
	Iteration 71Q: 3 clusters Score -5371202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -5371209.000000 Penalty: 5341.575684
	Iteration 72Q: 3 clusters Score -5371209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -5371221.500000 Penalty: 5341.575684
	Iteration 73Q: 3 clusters Score -5371222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5371216.500000 Penalty: 5341.575684
	Iteration 74Q: 3 clusters Score -5371216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5371223.500000 Penalty: 5341.575684
	Iteration 75Q: 3 clusters Score -5371224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -5371227.500000 Penalty: 5341.575684
	Iteration 76Q: 3 clusters Score -5371228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5371222.500000 Penalty: 5341.575684
	Iteration 77Q: 3 clusters Score -5371222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -5371223.000000 Penalty: 5341.575684
	Iteration 78Q: 3 clusters Score -5371223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5371219.500000 Penalty: 5341.575684
	Iteration 79Q: 3 clusters Score -5371220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5371228.500000 Penalty: 5341.575684
	Iteration 80F: 3 clusters Score -5371228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5371223.500000 Penalty: 5341.575684
	Iteration 81Q: 3 clusters Score -5371224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5371226.000000 Penalty: 5341.575684
	Iteration 82Q: 3 clusters Score -5371226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5371220.500000 Penalty: 5341.575684
	Iteration 83Q: 3 clusters Score -5371220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5371220.500000 Penalty: 5341.575684
	Iteration 84F: 3 clusters Score -5371220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Entering Unmasked Estep 
Score: -5091249.000000 Penalty: 2655.672119
	Iteration 0F: 2 clusters Score -5091249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -5061085.000000 Penalty: 5311.344238
	Iteration 0F: 3 clusters Score -5061085 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5072340.500000 Penalty: 5311.344238
	Iteration 1F: 3 clusters Score -5072340 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5072924.000000 Penalty: 5311.344238
	Iteration 2Q: 3 clusters Score -5072924 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5073638.000000 Penalty: 5311.344238
	Iteration 3Q: 3 clusters Score -5073638 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5074511.500000 Penalty: 5311.344238
	Iteration 4Q: 3 clusters Score -5074512 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5075824.500000 Penalty: 5311.344238
	Iteration 5F: 3 clusters Score -5075824 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -5077560.500000 Penalty: 5311.344238
	Iteration 6F: 3 clusters Score -5077560 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5079913.000000 Penalty: 5311.344238
	Iteration 7F: 3 clusters Score -5079913 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5082651.000000 Penalty: 5311.344238
	Iteration 8F: 3 clusters Score -5082651 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -5084953.000000 Penalty: 5311.344238
	Iteration 9F: 3 clusters Score -5084953 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -5086013.000000 Penalty: 5311.344238
	Iteration 10Q: 3 clusters Score -5086013 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -5086500.000000 Penalty: 5311.344238
	Iteration 11Q: 3 clusters Score -5086500 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -5086792.000000 Penalty: 5311.344238
	Iteration 12Q: 3 clusters Score -5086792 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -5087010.000000 Penalty: 5311.344238
	Iteration 13Q: 3 clusters Score -5087010 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5087231.000000 Penalty: 5311.344238
	Iteration 14Q: 3 clusters Score -5087231 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -5087429.500000 Penalty: 5311.344238
	Iteration 15Q: 3 clusters Score -5087430 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5087608.500000 Penalty: 5311.344238
	Iteration 16Q: 3 clusters Score -5087608 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -5087767.000000 Penalty: 5311.344238
	Iteration 17Q: 3 clusters Score -5087767 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -5087904.500000 Penalty: 5311.344238
	Iteration 18Q: 3 clusters Score -5087904 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -5088059.500000 Penalty: 5311.344238
	Iteration 19Q: 3 clusters Score -5088060 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -5088173.500000 Penalty: 5311.344238
	Iteration 20F: 3 clusters Score -5088174 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -5088289.500000 Penalty: 5311.344238
	Iteration 21Q: 3 clusters Score -5088290 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -5088371.000000 Penalty: 5311.344238
	Iteration 22Q: 3 clusters Score -5088371 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -5088466.000000 Penalty: 5311.344238
	Iteration 23Q: 3 clusters Score -5088466 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -5088576.500000 Penalty: 5311.344238
	Iteration 24Q: 3 clusters Score -5088576 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5088658.500000 Penalty: 5311.344238
	Iteration 25Q: 3 clusters Score -5088658 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5088734.500000 Penalty: 5311.344238
	Iteration 26Q: 3 clusters Score -5088734 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5088790.000000 Penalty: 5311.344238
	Iteration 27Q: 3 clusters Score -5088790 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5088836.000000 Penalty: 5311.344238
	Iteration 28Q: 3 clusters Score -5088836 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -5088892.000000 Penalty: 5311.344238
	Iteration 29Q: 3 clusters Score -5088892 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5088923.000000 Penalty: 5311.344238
	Iteration 30Q: 3 clusters Score -5088923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5088967.000000 Penalty: 5311.344238
	Iteration 31Q: 3 clusters Score -5088967 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5089010.000000 Penalty: 5311.344238
	Iteration 32Q: 3 clusters Score -5089010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5089020.500000 Penalty: 5311.344238
	Iteration 33Q: 3 clusters Score -5089020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5089066.500000 Penalty: 5311.344238
	Iteration 34Q: 3 clusters Score -5089066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5089090.500000 Penalty: 5311.344238
	Iteration 35Q: 3 clusters Score -5089090 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5089119.000000 Penalty: 5311.344238
	Iteration 36Q: 3 clusters Score -5089119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5089152.500000 Penalty: 5311.344238
	Iteration 37Q: 3 clusters Score -5089152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5089189.500000 Penalty: 5311.344238
	Iteration 38Q: 3 clusters Score -5089190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5089204.000000 Penalty: 5311.344238
	Iteration 39Q: 3 clusters Score -5089204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5089224.000000 Penalty: 5311.344238
	Iteration 40F: 3 clusters Score -5089224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5089229.000000 Penalty: 5311.344238
	Iteration 41Q: 3 clusters Score -5089229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5089249.000000 Penalty: 5311.344238
	Iteration 42Q: 3 clusters Score -5089249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5089246.000000 Penalty: 5311.344238
	Iteration 43Q: 3 clusters Score -5089246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5089257.500000 Penalty: 5311.344238
	Iteration 44Q: 3 clusters Score -5089258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5089273.500000 Penalty: 5311.344238
	Iteration 45Q: 3 clusters Score -5089274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5089281.000000 Penalty: 5311.344238
	Iteration 46Q: 3 clusters Score -5089281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5089280.000000 Penalty: 5311.344238
	Iteration 47Q: 3 clusters Score -5089280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5089285.500000 Penalty: 5311.344238
	Iteration 48Q: 3 clusters Score -5089286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5089296.500000 Penalty: 5311.344238
	Iteration 49Q: 3 clusters Score -5089296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5089297.000000 Penalty: 5311.344238
	Iteration 50Q: 3 clusters Score -5089297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5089309.000000 Penalty: 5311.344238
	Iteration 51Q: 3 clusters Score -5089309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5089309.500000 Penalty: 5311.344238
	Iteration 52Q: 3 clusters Score -5089310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5089310.500000 Penalty: 5311.344238
	Iteration 53Q: 3 clusters Score -5089310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5089321.000000 Penalty: 5311.344238
	Iteration 54Q: 3 clusters Score -5089321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5089326.000000 Penalty: 5311.344238
	Iteration 55Q: 3 clusters Score -5089326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5089324.000000 Penalty: 5311.344238
	Iteration 56Q: 3 clusters Score -5089324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5089320.500000 Penalty: 5311.344238
	Iteration 57Q: 3 clusters Score -5089320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5089319.500000 Penalty: 5311.344238
	Iteration 58Q: 3 clusters Score -5089320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5089325.000000 Penalty: 5311.344238
	Iteration 59Q: 3 clusters Score -5089325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5089317.000000 Penalty: 5311.344238
	Iteration 60F: 3 clusters Score -5089317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5089321.500000 Penalty: 5311.344238
	Iteration 61Q: 3 clusters Score -5089322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5089322.000000 Penalty: 5311.344238
	Iteration 62Q: 3 clusters Score -5089322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5089323.000000 Penalty: 5311.344238
	Iteration 63Q: 3 clusters Score -5089323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5089328.000000 Penalty: 5311.344238
	Iteration 64Q: 3 clusters Score -5089328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5089332.000000 Penalty: 5311.344238
	Iteration 65Q: 3 clusters Score -5089332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5089326.500000 Penalty: 5311.344238
	Iteration 66Q: 3 clusters Score -5089326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5089327.500000 Penalty: 5311.344238
	Iteration 67Q: 3 clusters Score -5089328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5089329.000000 Penalty: 5311.344238
	Iteration 68Q: 3 clusters Score -5089329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5089328.500000 Penalty: 5311.344238
	Iteration 69Q: 3 clusters Score -5089328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5089339.500000 Penalty: 5311.344238
	Iteration 70Q: 3 clusters Score -5089340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5089339.500000 Penalty: 5311.344238
	Iteration 71Q: 3 clusters Score -5089340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5089343.000000 Penalty: 5311.344238
	Iteration 72Q: 3 clusters Score -5089343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5089337.000000 Penalty: 5311.344238
	Iteration 73Q: 3 clusters Score -5089337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5089334.500000 Penalty: 5311.344238
	Iteration 74Q: 3 clusters Score -5089334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5089333.000000 Penalty: 5311.344238
	Iteration 75Q: 3 clusters Score -5089333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5089332.000000 Penalty: 5311.344238
	Iteration 76Q: 3 clusters Score -5089332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5089337.000000 Penalty: 5311.344238
	Iteration 77Q: 3 clusters Score -5089337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5089332.500000 Penalty: 5311.344238
	Iteration 78Q: 3 clusters Score -5089332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5089340.000000 Penalty: 5311.344238
	Iteration 79Q: 3 clusters Score -5089340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5089342.500000 Penalty: 5311.344238
	Iteration 80F: 3 clusters Score -5089342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5089345.000000 Penalty: 5311.344238
	Iteration 81Q: 3 clusters Score -5089345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5089345.000000 Penalty: 5311.344238
	Iteration 82F: 3 clusters Score -5089345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Entering Unmasked Estep 
Score: -3155757.250000 Penalty: 2537.276855
	Iteration 0F: 2 clusters Score -3155757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3136689.000000 Penalty: 5074.553711
	Iteration 0F: 3 clusters Score -3136689 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3143305.750000 Penalty: 5074.553711
	Iteration 1F: 3 clusters Score -3143306 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3143668.500000 Penalty: 5074.553711
	Iteration 2Q: 3 clusters Score -3143668 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3143953.750000 Penalty: 5074.553711
	Iteration 3Q: 3 clusters Score -3143954 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3144172.500000 Penalty: 5074.553711
	Iteration 4Q: 3 clusters Score -3144172 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3144349.000000 Penalty: 5074.553711
	Iteration 5Q: 3 clusters Score -3144349 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3144528.000000 Penalty: 5074.553711
	Iteration 6Q: 3 clusters Score -3144528 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3144734.500000 Penalty: 5074.553711
	Iteration 7Q: 3 clusters Score -3144734 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3144971.500000 Penalty: 5074.553711
	Iteration 8Q: 3 clusters Score -3144972 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3145243.000000 Penalty: 5074.553711
	Iteration 9Q: 3 clusters Score -3145243 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3145617.750000 Penalty: 5074.553711
	Iteration 10Q: 3 clusters Score -3145618 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3146112.000000 Penalty: 5074.553711
	Iteration 11Q: 3 clusters Score -3146112 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3146742.750000 Penalty: 5074.553711
	Iteration 12Q: 3 clusters Score -3146743 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3147552.250000 Penalty: 5074.553711
	Iteration 13Q: 3 clusters Score -3147552 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3148527.750000 Penalty: 5074.553711
	Iteration 14F: 3 clusters Score -3148528 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3149529.500000 Penalty: 5074.553711
	Iteration 15F: 3 clusters Score -3149530 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3150261.500000 Penalty: 5074.553711
	Iteration 16Q: 3 clusters Score -3150262 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3150732.250000 Penalty: 5074.553711
	Iteration 17Q: 3 clusters Score -3150732 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3150977.000000 Penalty: 5074.553711
	Iteration 18Q: 3 clusters Score -3150977 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3151169.500000 Penalty: 5074.553711
	Iteration 19Q: 3 clusters Score -3151170 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3151338.250000 Penalty: 5074.553711
	Iteration 20F: 3 clusters Score -3151338 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3151510.250000 Penalty: 5074.553711
	Iteration 21Q: 3 clusters Score -3151510 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3151642.750000 Penalty: 5074.553711
	Iteration 22Q: 3 clusters Score -3151643 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3151760.250000 Penalty: 5074.553711
	Iteration 23Q: 3 clusters Score -3151760 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3151848.000000 Penalty: 5074.553711
	Iteration 24Q: 3 clusters Score -3151848 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3151938.000000 Penalty: 5074.553711
	Iteration 25Q: 3 clusters Score -3151938 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3152028.500000 Penalty: 5074.553711
	Iteration 26Q: 3 clusters Score -3152028 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3152121.500000 Penalty: 5074.553711
	Iteration 27Q: 3 clusters Score -3152122 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3152195.500000 Penalty: 5074.553711
	Iteration 28Q: 3 clusters Score -3152196 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3152268.750000 Penalty: 5074.553711
	Iteration 29Q: 3 clusters Score -3152269 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3152311.000000 Penalty: 5074.553711
	Iteration 30Q: 3 clusters Score -3152311 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3152361.750000 Penalty: 5074.553711
	Iteration 31Q: 3 clusters Score -3152362 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3152409.750000 Penalty: 5074.553711
	Iteration 32Q: 3 clusters Score -3152410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3152452.500000 Penalty: 5074.553711
	Iteration 33Q: 3 clusters Score -3152452 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3152485.500000 Penalty: 5074.553711
	Iteration 34Q: 3 clusters Score -3152486 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3152536.000000 Penalty: 5074.553711
	Iteration 35Q: 3 clusters Score -3152536 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3152540.250000 Penalty: 5074.553711
	Iteration 36Q: 3 clusters Score -3152540 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3152580.250000 Penalty: 5074.553711
	Iteration 37Q: 3 clusters Score -3152580 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3152603.500000 Penalty: 5074.553711
	Iteration 38Q: 3 clusters Score -3152604 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3152633.250000 Penalty: 5074.553711
	Iteration 39Q: 3 clusters Score -3152633 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3152655.750000 Penalty: 5074.553711
	Iteration 40F: 3 clusters Score -3152656 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3152686.500000 Penalty: 5074.553711
	Iteration 41Q: 3 clusters Score -3152686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3152711.250000 Penalty: 5074.553711
	Iteration 42Q: 3 clusters Score -3152711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3152742.250000 Penalty: 5074.553711
	Iteration 43Q: 3 clusters Score -3152742 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3152775.250000 Penalty: 5074.553711
	Iteration 44Q: 3 clusters Score -3152775 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3152803.500000 Penalty: 5074.553711
	Iteration 45Q: 3 clusters Score -3152804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3152835.500000 Penalty: 5074.553711
	Iteration 46Q: 3 clusters Score -3152836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3152865.000000 Penalty: 5074.553711
	Iteration 47Q: 3 clusters Score -3152865 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3152897.000000 Penalty: 5074.553711
	Iteration 48Q: 3 clusters Score -3152897 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3152926.750000 Penalty: 5074.553711
	Iteration 49Q: 3 clusters Score -3152927 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3152952.250000 Penalty: 5074.553711
	Iteration 50Q: 3 clusters Score -3152952 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3152996.000000 Penalty: 5074.553711
	Iteration 51Q: 3 clusters Score -3152996 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3153030.250000 Penalty: 5074.553711
	Iteration 52Q: 3 clusters Score -3153030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3153057.500000 Penalty: 5074.553711
	Iteration 53Q: 3 clusters Score -3153058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3153102.250000 Penalty: 5074.553711
	Iteration 54Q: 3 clusters Score -3153102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3153148.500000 Penalty: 5074.553711
	Iteration 55Q: 3 clusters Score -3153148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3153192.500000 Penalty: 5074.553711
	Iteration 56Q: 3 clusters Score -3153192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3153217.000000 Penalty: 5074.553711
	Iteration 57Q: 3 clusters Score -3153217 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3153240.500000 Penalty: 5074.553711
	Iteration 58Q: 3 clusters Score -3153240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3153254.250000 Penalty: 5074.553711
	Iteration 59Q: 3 clusters Score -3153254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3153279.500000 Penalty: 5074.553711
	Iteration 60F: 3 clusters Score -3153280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3153297.250000 Penalty: 5074.553711
	Iteration 61Q: 3 clusters Score -3153297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3153324.000000 Penalty: 5074.553711
	Iteration 62Q: 3 clusters Score -3153324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3153347.000000 Penalty: 5074.553711
	Iteration 63Q: 3 clusters Score -3153347 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3153374.000000 Penalty: 5074.553711
	Iteration 64Q: 3 clusters Score -3153374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3153393.500000 Penalty: 5074.553711
	Iteration 65Q: 3 clusters Score -3153394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3153400.500000 Penalty: 5074.553711
	Iteration 66Q: 3 clusters Score -3153400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3153413.500000 Penalty: 5074.553711
	Iteration 67Q: 3 clusters Score -3153414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3153430.750000 Penalty: 5074.553711
	Iteration 68Q: 3 clusters Score -3153431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3153453.750000 Penalty: 5074.553711
	Iteration 69Q: 3 clusters Score -3153454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3153468.500000 Penalty: 5074.553711
	Iteration 70Q: 3 clusters Score -3153468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3153488.000000 Penalty: 5074.553711
	Iteration 71Q: 3 clusters Score -3153488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3153492.750000 Penalty: 5074.553711
	Iteration 72Q: 3 clusters Score -3153493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3153513.750000 Penalty: 5074.553711
	Iteration 73Q: 3 clusters Score -3153514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3153518.500000 Penalty: 5074.553711
	Iteration 74Q: 3 clusters Score -3153518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3153530.500000 Penalty: 5074.553711
	Iteration 75Q: 3 clusters Score -3153530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3153542.000000 Penalty: 5074.553711
	Iteration 76Q: 3 clusters Score -3153542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3153557.000000 Penalty: 5074.553711
	Iteration 77Q: 3 clusters Score -3153557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3153569.000000 Penalty: 5074.553711
	Iteration 78Q: 3 clusters Score -3153569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3153577.250000 Penalty: 5074.553711
	Iteration 79Q: 3 clusters Score -3153577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3153574.500000 Penalty: 5074.553711
	Iteration 80F: 3 clusters Score -3153574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3153571.000000 Penalty: 5074.553711
	Iteration 81Q: 3 clusters Score -3153571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3153584.250000 Penalty: 5074.553711
	Iteration 82Q: 3 clusters Score -3153584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3153596.750000 Penalty: 5074.553711
	Iteration 83Q: 3 clusters Score -3153597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3153597.750000 Penalty: 5074.553711
	Iteration 84Q: 3 clusters Score -3153598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3153596.750000 Penalty: 5074.553711
	Iteration 85Q: 3 clusters Score -3153597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3153602.500000 Penalty: 5074.553711
	Iteration 86Q: 3 clusters Score -3153602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3153613.750000 Penalty: 5074.553711
	Iteration 87Q: 3 clusters Score -3153614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3153619.250000 Penalty: 5074.553711
	Iteration 88Q: 3 clusters Score -3153619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3153617.500000 Penalty: 5074.553711
	Iteration 89Q: 3 clusters Score -3153618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3153619.750000 Penalty: 5074.553711
	Iteration 90Q: 3 clusters Score -3153620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3153627.000000 Penalty: 5074.553711
	Iteration 91Q: 3 clusters Score -3153627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3153625.500000 Penalty: 5074.553711
	Iteration 92Q: 3 clusters Score -3153626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3153630.000000 Penalty: 5074.553711
	Iteration 93Q: 3 clusters Score -3153630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3153633.750000 Penalty: 5074.553711
	Iteration 94Q: 3 clusters Score -3153634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3153628.750000 Penalty: 5074.553711
	Iteration 95Q: 3 clusters Score -3153629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3153631.250000 Penalty: 5074.553711
	Iteration 96Q: 3 clusters Score -3153631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3153629.750000 Penalty: 5074.553711
	Iteration 97Q: 3 clusters Score -3153630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3153629.000000 Penalty: 5074.553711
	Iteration 98Q: 3 clusters Score -3153629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3153627.750000 Penalty: 5074.553711
	Iteration 99Q: 3 clusters Score -3153628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3153629.750000 Penalty: 5074.553711
	Iteration 100F: 3 clusters Score -3153630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3153629.750000 Penalty: 5074.553711
	Iteration 101Q: 3 clusters Score -3153630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3153626.000000 Penalty: 5074.553711
	Iteration 102Q: 3 clusters Score -3153626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3153630.000000 Penalty: 5074.553711
	Iteration 103Q: 3 clusters Score -3153630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3153629.000000 Penalty: 5074.553711
	Iteration 104Q: 3 clusters Score -3153629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3153629.000000 Penalty: 5074.553711
	Iteration 105Q: 3 clusters Score -3153629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3153628.750000 Penalty: 5074.553711
	Iteration 106Q: 3 clusters Score -3153629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3153628.750000 Penalty: 5074.553711
	Iteration 107F: 3 clusters Score -3153629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 46338 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 3804 members 
Mstep: Class 13 contains 6128 members 
Mstep: Class 14 contains 18367 members 
Mstep: Class 15 contains 27910 members 
Mstep: Class 16 contains 239302 members 
Mstep: Class 18 contains 242716 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 21 contains 44728 members 
Mstep: Class 22 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591528.000000 Penalty: 67431.250000
Iteration 159Q: 21 clusters Score -8.859153e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 36483 members 
Mstep: Class 5 contains 46300 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 6085 members 
Mstep: Class 14 contains 18359 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 239564 members 
Mstep: Class 18 contains 242445 members 
Mstep: Class 19 contains 47290 members 
Mstep: Class 21 contains 44731 members 
Mstep: Class 22 contains 28212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591472.000000 Penalty: 67431.250000
Iteration 160F: 21 clusters Score -8.859147e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 36493 members 
Mstep: Class 5 contains 46270 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 18366 members 
Mstep: Class 15 contains 27724 members 
Mstep: Class 16 contains 239872 members 
Mstep: Class 18 contains 242141 members 
Mstep: Class 19 contains 47055 members 
Mstep: Class 21 contains 44714 members 
Mstep: Class 22 contains 28638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591848.000000 Penalty: 67431.250000
Iteration 161Q: 21 clusters Score -8.859185e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 36506 members 
Mstep: Class 5 contains 46268 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 3692 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 18366 members 
Mstep: Class 15 contains 27643 members 
Mstep: Class 16 contains 240057 members 
Mstep: Class 18 contains 241969 members 
Mstep: Class 19 contains 46826 members 
Mstep: Class 21 contains 44705 members 
Mstep: Class 22 contains 29021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592152.000000 Penalty: 67431.250000
Iteration 162Q: 21 clusters Score -8.859215e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 6632 members 
Mstep: Class 4 contains 36508 members 
Mstep: Class 5 contains 46264 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 3663 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 18362 members 
Mstep: Class 15 contains 27581 members 
Mstep: Class 16 contains 240161 members 
Mstep: Class 18 contains 241849 members 
Mstep: Class 19 contains 46625 members 
Mstep: Class 21 contains 44717 members 
Mstep: Class 22 contains 29387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592360.000000 Penalty: 67431.250000
Iteration 163Q: 21 clusters Score -8.859236e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 36508 members 
Mstep: Class 5 contains 46262 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 3632 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 18355 members 
Mstep: Class 15 contains 27513 members 
Mstep: Class 16 contains 240236 members 
Mstep: Class 18 contains 241842 members 
Mstep: Class 19 contains 46422 members 
Mstep: Class 21 contains 44703 members 
Mstep: Class 22 contains 29704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592584.000000 Penalty: 67431.250000
Iteration 164Q: 21 clusters Score -8.859258e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 36509 members 
Mstep: Class 5 contains 46248 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 3589 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 18331 members 
Mstep: Class 15 contains 27446 members 
Mstep: Class 16 contains 240340 members 
Mstep: Class 18 contains 241861 members 
Mstep: Class 19 contains 46212 members 
Mstep: Class 21 contains 44710 members 
Mstep: Class 22 contains 30023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592832.000000 Penalty: 67431.250000
Iteration 165Q: 21 clusters Score -8.859283e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 36534 members 
Mstep: Class 5 contains 46250 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 5835 members 
Mstep: Class 14 contains 18299 members 
Mstep: Class 15 contains 27388 members 
Mstep: Class 16 contains 240439 members 
Mstep: Class 18 contains 241817 members 
Mstep: Class 19 contains 46045 members 
Mstep: Class 21 contains 44715 members 
Mstep: Class 22 contains 30314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592792.000000 Penalty: 67431.250000
Iteration 166Q: 21 clusters Score -8.859279e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 36544 members 
Mstep: Class 5 contains 46243 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 18280 members 
Mstep: Class 15 contains 27361 members 
Mstep: Class 16 contains 240512 members 
Mstep: Class 18 contains 241760 members 
Mstep: Class 19 contains 45882 members 
Mstep: Class 21 contains 44729 members 
Mstep: Class 22 contains 30615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88593368.000000 Penalty: 67431.250000
Iteration 167Q: 21 clusters Score -8.859337e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 6507 members 
Mstep: Class 4 contains 36558 members 
Mstep: Class 5 contains 46239 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6038 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 18254 members 
Mstep: Class 15 contains 27322 members 
Mstep: Class 16 contains 240667 members 
Mstep: Class 18 contains 241730 members 
Mstep: Class 19 contains 45690 members 
Mstep: Class 21 contains 44727 members 
Mstep: Class 22 contains 30862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 21 clusters Score -8.859326e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 6484 members 
Mstep: Class 4 contains 36585 members 
Mstep: Class 5 contains 46225 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6035 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 18241 members 
Mstep: Class 15 contains 27274 members 
Mstep: Class 16 contains 240807 members 
Mstep: Class 18 contains 241673 members 
Mstep: Class 19 contains 45499 members 
Mstep: Class 21 contains 44731 members 
Mstep: Class 22 contains 31116 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -8.859329e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 6461 members 
Mstep: Class 4 contains 36616 members 
Mstep: Class 5 contains 46228 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 18226 members 
Mstep: Class 15 contains 27237 members 
Mstep: Class 16 contains 241016 members 
Mstep: Class 18 contains 241548 members 
Mstep: Class 19 contains 45300 members 
Mstep: Class 21 contains 44733 members 
Mstep: Class 22 contains 31344 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -8.85936e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 6427 members 
Mstep: Class 4 contains 36633 members 
Mstep: Class 5 contains 46224 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 18209 members 
Mstep: Class 15 contains 27208 members 
Mstep: Class 16 contains 241223 members 
Mstep: Class 18 contains 241424 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 21 contains 44727 members 
Mstep: Class 22 contains 31563 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -8.859384e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 36651 members 
Mstep: Class 5 contains 46208 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 14 contains 18207 members 
Mstep: Class 15 contains 27180 members 
Mstep: Class 16 contains 241445 members 
Mstep: Class 18 contains 241285 members 
Mstep: Class 19 contains 44977 members 
Mstep: Class 21 contains 44721 members 
Mstep: Class 22 contains 31743 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -8.859428e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3955 members 
Mstep: Class 3 contains 6347 members 
Mstep: Class 4 contains 36671 members 
Mstep: Class 5 contains 46210 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 5527 members 
Mstep: Class 14 contains 18192 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 241699 members 
Mstep: Class 18 contains 241156 members 
Mstep: Class 19 contains 44824 members 
Mstep: Class 21 contains 44710 members 
Mstep: Class 22 contains 31900 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -8.859452e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 6308 members 
Mstep: Class 4 contains 36714 members 
Mstep: Class 5 contains 46217 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 3224 members 
Mstep: Class 13 contains 5497 members 
Mstep: Class 14 contains 18176 members 
Mstep: Class 15 contains 27148 members 
Mstep: Class 16 contains 241938 members 
Mstep: Class 18 contains 240996 members 
Mstep: Class 19 contains 44680 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 32033 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -8.859482e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 3980 members 
Mstep: Class 3 contains 6252 members 
Mstep: Class 4 contains 36755 members 
Mstep: Class 5 contains 46208 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1123 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 18167 members 
Mstep: Class 15 contains 27141 members 
Mstep: Class 16 contains 242182 members 
Mstep: Class 18 contains 240946 members 
Mstep: Class 19 contains 44529 members 
Mstep: Class 21 contains 44687 members 
Mstep: Class 22 contains 32084 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -8.859465e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 3989 members 
Mstep: Class 3 contains 6209 members 
Mstep: Class 4 contains 36809 members 
Mstep: Class 5 contains 46204 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1123 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 18153 members 
Mstep: Class 15 contains 27104 members 
Mstep: Class 16 contains 242433 members 
Mstep: Class 18 contains 240872 members 
Mstep: Class 19 contains 44374 members 
Mstep: Class 21 contains 44676 members 
Mstep: Class 22 contains 32160 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -8.859497e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 36853 members 
Mstep: Class 5 contains 46205 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1123 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3092 members 
Mstep: Class 13 contains 5385 members 
Mstep: Class 14 contains 18143 members 
Mstep: Class 15 contains 27104 members 
Mstep: Class 16 contains 242612 members 
Mstep: Class 18 contains 240798 members 
Mstep: Class 19 contains 44233 members 
Mstep: Class 21 contains 44669 members 
Mstep: Class 22 contains 32272 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -8.859502e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 6121 members 
Mstep: Class 4 contains 36882 members 
Mstep: Class 5 contains 46208 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 18131 members 
Mstep: Class 15 contains 27109 members 
Mstep: Class 16 contains 242759 members 
Mstep: Class 18 contains 240730 members 
Mstep: Class 19 contains 44109 members 
Mstep: Class 21 contains 44680 members 
Mstep: Class 22 contains 32356 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -8.859534e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 4018 members 
Mstep: Class 3 contains 6103 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 46210 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 27106 members 
Mstep: Class 16 contains 242913 members 
Mstep: Class 18 contains 240630 members 
Mstep: Class 19 contains 43989 members 
Mstep: Class 21 contains 44690 members 
Mstep: Class 22 contains 32445 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -8.859621e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 36931 members 
Mstep: Class 5 contains 46201 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 27120 members 
Mstep: Class 16 contains 243067 members 
Mstep: Class 18 contains 240574 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 21 contains 44676 members 
Mstep: Class 22 contains 32527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 21 clusters Score -8.859677e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 6237 members 
Mstep: Class 4 contains 36965 members 
Mstep: Class 5 contains 46188 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 27101 members 
Mstep: Class 16 contains 243144 members 
Mstep: Class 18 contains 240454 members 
Mstep: Class 19 contains 43744 members 
Mstep: Class 21 contains 44659 members 
Mstep: Class 22 contains 32617 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -8.859741e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 4052 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 36991 members 
Mstep: Class 5 contains 46185 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 27022 members 
Mstep: Class 16 contains 243161 members 
Mstep: Class 18 contains 240450 members 
Mstep: Class 19 contains 43628 members 
Mstep: Class 21 contains 44613 members 
Mstep: Class 22 contains 32701 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -8.859759e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 4062 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 37018 members 
Mstep: Class 5 contains 46169 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5973 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 18114 members 
Mstep: Class 15 contains 26923 members 
Mstep: Class 16 contains 243222 members 
Mstep: Class 18 contains 240435 members 
Mstep: Class 19 contains 43513 members 
Mstep: Class 21 contains 44593 members 
Mstep: Class 22 contains 32769 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -8.859786e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 37052 members 
Mstep: Class 5 contains 46163 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 18103 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 16 contains 243208 members 
Mstep: Class 18 contains 240450 members 
Mstep: Class 19 contains 43418 members 
Mstep: Class 21 contains 44586 members 
Mstep: Class 22 contains 32844 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -8.859806e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 6846 members 
Mstep: Class 4 contains 37084 members 
Mstep: Class 5 contains 46163 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 26717 members 
Mstep: Class 16 contains 243212 members 
Mstep: Class 18 contains 240473 members 
Mstep: Class 19 contains 43356 members 
Mstep: Class 21 contains 44582 members 
Mstep: Class 22 contains 32904 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -8.859815e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 4105 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 37121 members 
Mstep: Class 5 contains 46160 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5957 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 18084 members 
Mstep: Class 15 contains 26608 members 
Mstep: Class 16 contains 243173 members 
Mstep: Class 18 contains 240512 members 
Mstep: Class 19 contains 43293 members 
Mstep: Class 21 contains 44592 members 
Mstep: Class 22 contains 32990 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -8.85981e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 37150 members 
Mstep: Class 5 contains 46157 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 18079 members 
Mstep: Class 15 contains 26493 members 
Mstep: Class 16 contains 243153 members 
Mstep: Class 18 contains 240519 members 
Mstep: Class 19 contains 43237 members 
Mstep: Class 21 contains 44600 members 
Mstep: Class 22 contains 33085 members 
Entering Unmasked Estep 
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Iteration 187Q: 21 clusters Score -8.859854e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 37203 members 
Mstep: Class 5 contains 46146 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5957 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 18080 members 
Mstep: Class 15 contains 26383 members 
Mstep: Class 16 contains 243161 members 
Mstep: Class 18 contains 240532 members 
Mstep: Class 19 contains 43176 members 
Mstep: Class 21 contains 44588 members 
Mstep: Class 22 contains 33179 members 
Entering Unmasked Estep 
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Iteration 188Q: 21 clusters Score -8.859883e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 37213 members 
Mstep: Class 5 contains 46155 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5957 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 26256 members 
Mstep: Class 16 contains 243183 members 
Mstep: Class 18 contains 240547 members 
Mstep: Class 19 contains 43126 members 
Mstep: Class 21 contains 44583 members 
Mstep: Class 22 contains 33280 members 
Entering Unmasked Estep 
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Iteration 189Q: 21 clusters Score -8.859885e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 37234 members 
Mstep: Class 5 contains 46162 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 18080 members 
Mstep: Class 15 contains 26141 members 
Mstep: Class 16 contains 243213 members 
Mstep: Class 18 contains 240562 members 
Mstep: Class 19 contains 43070 members 
Mstep: Class 21 contains 44573 members 
Mstep: Class 22 contains 33375 members 
Entering Unmasked Estep 
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Iteration 190Q: 21 clusters Score -8.859917e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 37256 members 
Mstep: Class 5 contains 46172 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 26021 members 
Mstep: Class 16 contains 243224 members 
Mstep: Class 18 contains 240612 members 
Mstep: Class 19 contains 43017 members 
Mstep: Class 21 contains 44540 members 
Mstep: Class 22 contains 33475 members 
Entering Unmasked Estep 
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Iteration 191Q: 21 clusters Score -8.859931e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 7405 members 
Mstep: Class 4 contains 37268 members 
Mstep: Class 5 contains 46188 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 2448 members 
Mstep: Class 13 contains 4881 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 25927 members 
Mstep: Class 16 contains 243267 members 
Mstep: Class 18 contains 240634 members 
Mstep: Class 19 contains 42965 members 
Mstep: Class 21 contains 44519 members 
Mstep: Class 22 contains 33553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599112.000000 Penalty: 67431.250000
Iteration 192Q: 21 clusters Score -8.859911e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 7444 members 
Mstep: Class 4 contains 37263 members 
Mstep: Class 5 contains 46203 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 2419 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 18085 members 
Mstep: Class 15 contains 25860 members 
Mstep: Class 16 contains 243357 members 
Mstep: Class 18 contains 240571 members 
Mstep: Class 19 contains 42924 members 
Mstep: Class 21 contains 44518 members 
Mstep: Class 22 contains 33619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599008.000000 Penalty: 67431.250000
Iteration 193Q: 21 clusters Score -8.859901e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 37250 members 
Mstep: Class 5 contains 46210 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 4817 members 
Mstep: Class 14 contains 18089 members 
Mstep: Class 15 contains 25797 members 
Mstep: Class 16 contains 243476 members 
Mstep: Class 18 contains 240524 members 
Mstep: Class 19 contains 42874 members 
Mstep: Class 21 contains 44518 members 
Mstep: Class 22 contains 33661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88598728.000000 Penalty: 67431.250000
Iteration 194Q: 21 clusters Score -8.859873e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7521 members 
Mstep: Class 4 contains 37236 members 
Mstep: Class 5 contains 46220 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 18085 members 
Mstep: Class 15 contains 25742 members 
Mstep: Class 16 contains 243641 members 
Mstep: Class 18 contains 240460 members 
Mstep: Class 19 contains 42826 members 
Mstep: Class 21 contains 44500 members 
Mstep: Class 22 contains 33711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88598848.000000 Penalty: 67431.250000
Iteration 195Q: 21 clusters Score -8.859885e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 37239 members 
Mstep: Class 5 contains 46237 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5935 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 18080 members 
Mstep: Class 15 contains 25700 members 
Mstep: Class 16 contains 243781 members 
Mstep: Class 18 contains 240367 members 
Mstep: Class 19 contains 42774 members 
Mstep: Class 21 contains 44498 members 
Mstep: Class 22 contains 33759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88598952.000000 Penalty: 67431.250000
Iteration 196Q: 21 clusters Score -8.859895e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 7571 members 
Mstep: Class 4 contains 37223 members 
Mstep: Class 5 contains 46251 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 25651 members 
Mstep: Class 16 contains 243924 members 
Mstep: Class 18 contains 240295 members 
Mstep: Class 19 contains 42726 members 
Mstep: Class 21 contains 44484 members 
Mstep: Class 22 contains 33800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88598952.000000 Penalty: 67431.250000
Iteration 197Q: 21 clusters Score -8.859895e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 37217 members 
Mstep: Class 5 contains 46260 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 2259 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 18072 members 
Mstep: Class 15 contains 25612 members 
Mstep: Class 16 contains 244088 members 
Mstep: Class 18 contains 240194 members 
Mstep: Class 19 contains 42684 members 
Mstep: Class 21 contains 44497 members 
Mstep: Class 22 contains 33827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599016.000000 Penalty: 67431.250000
Iteration 198Q: 21 clusters Score -8.859902e+07 nChanged 1358
Entering ConstructFrom: 
Score: -88599016.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (41501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Entering Unmasked Estep 
Score: -4693832.000000 Penalty: 2637.101074
	Iteration 0F: 2 clusters Score -4693832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4665689.000000 Penalty: 5274.202148
	Iteration 0F: 3 clusters Score -4665689 nChanged 19037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4676238.000000 Penalty: 5274.202148
	Iteration 1F: 3 clusters Score -4676238 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4676691.500000 Penalty: 5274.202148
	Iteration 2Q: 3 clusters Score -4676692 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4677147.000000 Penalty: 5274.202148
	Iteration 3Q: 3 clusters Score -4677147 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4677629.500000 Penalty: 5274.202148
	Iteration 4Q: 3 clusters Score -4677630 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4678113.000000 Penalty: 5274.202148
	Iteration 5Q: 3 clusters Score -4678113 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4678777.000000 Penalty: 5274.202148
	Iteration 6Q: 3 clusters Score -4678777 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4679605.000000 Penalty: 5274.202148
	Iteration 7Q: 3 clusters Score -4679605 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4680723.000000 Penalty: 5274.202148
	Iteration 8Q: 3 clusters Score -4680723 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4682149.500000 Penalty: 5274.202148
	Iteration 9F: 3 clusters Score -4682150 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4683689.000000 Penalty: 5274.202148
	Iteration 10F: 3 clusters Score -4683689 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4685322.000000 Penalty: 5274.202148
	Iteration 11F: 3 clusters Score -4685322 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4686748.500000 Penalty: 5274.202148
	Iteration 12F: 3 clusters Score -4686748 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4687895.500000 Penalty: 5274.202148
	Iteration 13Q: 3 clusters Score -4687896 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4688770.000000 Penalty: 5274.202148
	Iteration 14Q: 3 clusters Score -4688770 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4689256.500000 Penalty: 5274.202148
	Iteration 15Q: 3 clusters Score -4689256 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4689629.000000 Penalty: 5274.202148
	Iteration 16Q: 3 clusters Score -4689629 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4689892.500000 Penalty: 5274.202148
	Iteration 17Q: 3 clusters Score -4689892 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4690095.000000 Penalty: 5274.202148
	Iteration 18Q: 3 clusters Score -4690095 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4690212.000000 Penalty: 5274.202148
	Iteration 19Q: 3 clusters Score -4690212 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4690295.500000 Penalty: 5274.202148
	Iteration 20F: 3 clusters Score -4690296 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4690375.500000 Penalty: 5274.202148
	Iteration 21Q: 3 clusters Score -4690376 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4690438.000000 Penalty: 5274.202148
	Iteration 22Q: 3 clusters Score -4690438 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4690497.500000 Penalty: 5274.202148
	Iteration 23Q: 3 clusters Score -4690498 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4690544.500000 Penalty: 5274.202148
	Iteration 24Q: 3 clusters Score -4690544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4690605.000000 Penalty: 5274.202148
	Iteration 25Q: 3 clusters Score -4690605 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4690635.500000 Penalty: 5274.202148
	Iteration 26Q: 3 clusters Score -4690636 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4690658.500000 Penalty: 5274.202148
	Iteration 27Q: 3 clusters Score -4690658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4690694.500000 Penalty: 5274.202148
	Iteration 28Q: 3 clusters Score -4690694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4690714.500000 Penalty: 5274.202148
	Iteration 29Q: 3 clusters Score -4690714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -4690730.000000 Penalty: 5274.202148
	Iteration 30Q: 3 clusters Score -4690730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4690749.500000 Penalty: 5274.202148
	Iteration 31Q: 3 clusters Score -4690750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4690746.000000 Penalty: 5274.202148
	Iteration 32Q: 3 clusters Score -4690746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4690754.500000 Penalty: 5274.202148
	Iteration 33Q: 3 clusters Score -4690754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4690779.000000 Penalty: 5274.202148
	Iteration 34Q: 3 clusters Score -4690779 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4690782.500000 Penalty: 5274.202148
	Iteration 35Q: 3 clusters Score -4690782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4690785.000000 Penalty: 5274.202148
	Iteration 36Q: 3 clusters Score -4690785 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4690791.500000 Penalty: 5274.202148
	Iteration 37Q: 3 clusters Score -4690792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4690799.500000 Penalty: 5274.202148
	Iteration 38Q: 3 clusters Score -4690800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4690814.000000 Penalty: 5274.202148
	Iteration 39Q: 3 clusters Score -4690814 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4690831.500000 Penalty: 5274.202148
	Iteration 40F: 3 clusters Score -4690832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4690847.500000 Penalty: 5274.202148
	Iteration 41Q: 3 clusters Score -4690848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -4690849.500000 Penalty: 5274.202148
	Iteration 42Q: 3 clusters Score -4690850 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4690871.000000 Penalty: 5274.202148
	Iteration 43Q: 3 clusters Score -4690871 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4690902.500000 Penalty: 5274.202148
	Iteration 44Q: 3 clusters Score -4690902 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4690900.000000 Penalty: 5274.202148
	Iteration 45Q: 3 clusters Score -4690900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -4690919.000000 Penalty: 5274.202148
	Iteration 46Q: 3 clusters Score -4690919 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4690924.000000 Penalty: 5274.202148
	Iteration 47Q: 3 clusters Score -4690924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4690944.000000 Penalty: 5274.202148
	Iteration 48Q: 3 clusters Score -4690944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4690955.500000 Penalty: 5274.202148
	Iteration 49Q: 3 clusters Score -4690956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4690956.000000 Penalty: 5274.202148
	Iteration 50Q: 3 clusters Score -4690956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4690960.500000 Penalty: 5274.202148
	Iteration 51Q: 3 clusters Score -4690960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4690974.500000 Penalty: 5274.202148
	Iteration 52Q: 3 clusters Score -4690974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4690977.000000 Penalty: 5274.202148
	Iteration 53Q: 3 clusters Score -4690977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4690968.500000 Penalty: 5274.202148
	Iteration 54Q: 3 clusters Score -4690968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4690978.500000 Penalty: 5274.202148
	Iteration 55Q: 3 clusters Score -4690978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4690995.000000 Penalty: 5274.202148
	Iteration 56Q: 3 clusters Score -4690995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -4691000.500000 Penalty: 5274.202148
	Iteration 57Q: 3 clusters Score -4691000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4691000.500000 Penalty: 5274.202148
	Iteration 58Q: 3 clusters Score -4691000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4691006.500000 Penalty: 5274.202148
	Iteration 59Q: 3 clusters Score -4691006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4691007.000000 Penalty: 5274.202148
	Iteration 60F: 3 clusters Score -4691007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4691001.500000 Penalty: 5274.202148
	Iteration 61Q: 3 clusters Score -4691002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4691001.500000 Penalty: 5274.202148
	Iteration 62Q: 3 clusters Score -4691002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4691007.000000 Penalty: 5274.202148
	Iteration 63Q: 3 clusters Score -4691007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4691016.000000 Penalty: 5274.202148
	Iteration 64Q: 3 clusters Score -4691016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4691023.500000 Penalty: 5274.202148
	Iteration 65Q: 3 clusters Score -4691024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4691025.000000 Penalty: 5274.202148
	Iteration 66Q: 3 clusters Score -4691025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4691048.000000 Penalty: 5274.202148
	Iteration 67Q: 3 clusters Score -4691048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4691043.000000 Penalty: 5274.202148
	Iteration 68Q: 3 clusters Score -4691043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -4691044.500000 Penalty: 5274.202148
	Iteration 69Q: 3 clusters Score -4691044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -4691042.500000 Penalty: 5274.202148
	Iteration 70Q: 3 clusters Score -4691042 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4691052.000000 Penalty: 5274.202148
	Iteration 71Q: 3 clusters Score -4691052 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4691041.500000 Penalty: 5274.202148
	Iteration 72Q: 3 clusters Score -4691042 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4691038.000000 Penalty: 5274.202148
	Iteration 73Q: 3 clusters Score -4691038 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4691039.500000 Penalty: 5274.202148
	Iteration 74Q: 3 clusters Score -4691040 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -4691043.500000 Penalty: 5274.202148
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4691052 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29912 members 
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Entering Unmasked Estep 
Score: -4691065.000000 Penalty: 5274.202148
	Iteration 77Q: 3 clusters Score -4691065 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29964 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4691071 nChanged 48
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Mstep: Class 1 contains 30012 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4691082 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30071 members 
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Entering Unmasked Estep 
Score: -4691097.000000 Penalty: 5274.202148
	Iteration 80F: 3 clusters Score -4691097 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30145 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4691123 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30210 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4691129 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30282 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4691119 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4691128 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4691115.500000 Penalty: 5274.202148
	Iteration 85Q: 3 clusters Score -4691116 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4691122.000000 Penalty: 5274.202148
	Iteration 86Q: 3 clusters Score -4691122 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4691128 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4691132.500000 Penalty: 5274.202148
	Iteration 88Q: 3 clusters Score -4691132 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4691147.500000 Penalty: 5274.202148
	Iteration 89Q: 3 clusters Score -4691148 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4691144.500000 Penalty: 5274.202148
	Iteration 90Q: 3 clusters Score -4691144 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4691148 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4691151.000000 Penalty: 5274.202148
	Iteration 92Q: 3 clusters Score -4691151 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30816 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4691147 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30844 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4691150 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30873 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4691152 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30900 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4691155 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30920 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4691156 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4691164 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4691161.500000 Penalty: 5274.202148
	Iteration 100F: 3 clusters Score -4691162 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4691167 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4691162 nChanged 15
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Mstep: Class 1 contains 31041 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4691161 nChanged 13
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Mstep: Class 1 contains 31054 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31067 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4691162 nChanged 15
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Mstep: Class 1 contains 31082 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4691162 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4691162 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31131 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4691164 nChanged 23
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Mstep: Class 1 contains 31154 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4691174 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31187 members 
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	Iteration 110Q: 3 clusters Score -4691170 nChanged 33
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Mstep: Class 1 contains 31220 members 
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	Iteration 111Q: 3 clusters Score -4691170 nChanged 24
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Mstep: Class 1 contains 31244 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4691182 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4691183 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31290 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4691184 nChanged 25
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Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4691188.000000 Penalty: 5274.202148
	Iteration 115Q: 3 clusters Score -4691188 nChanged 13
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Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4691188 nChanged 14
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Mstep: Class 1 contains 31342 members 
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Entering Unmasked Estep 
Score: -4691181.500000 Penalty: 5274.202148
	Iteration 117Q: 3 clusters Score -4691182 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31364 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4691174 nChanged 26
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Mstep: Class 1 contains 31390 members 
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	Iteration 119Q: 3 clusters Score -4691192 nChanged 30
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Mstep: Class 1 contains 31420 members 
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Entering Unmasked Estep 
Score: -4691194.000000 Penalty: 5274.202148
	Iteration 120F: 3 clusters Score -4691194 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 10048 members 
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	Iteration 121Q: 3 clusters Score -4691187 nChanged 31
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Mstep: Class 1 contains 31484 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4691190 nChanged 42
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Mstep: Class 1 contains 31524 members 
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	Iteration 123Q: 3 clusters Score -4691198 nChanged 37
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Mstep: Class 1 contains 31561 members 
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	Iteration 124Q: 3 clusters Score -4691197 nChanged 45
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Mstep: Class 1 contains 31606 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4691210 nChanged 47
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	Iteration 126Q: 3 clusters Score -4691220 nChanged 42
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Entering Unmasked Estep 
Score: -4691213.500000 Penalty: 5274.202148
	Iteration 127Q: 3 clusters Score -4691214 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31741 members 
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Entering Unmasked Estep 
Score: -4691222.000000 Penalty: 5274.202148
	Iteration 128Q: 3 clusters Score -4691222 nChanged 43
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Entering Unmasked Estep 
Score: -4691225.000000 Penalty: 5274.202148
	Iteration 129Q: 3 clusters Score -4691225 nChanged 45
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Mstep: Class 1 contains 31827 members 
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Entering Unmasked Estep 
Score: -4691226.000000 Penalty: 5274.202148
	Iteration 130Q: 3 clusters Score -4691226 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31875 members 
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Entering Unmasked Estep 
Score: -4691241.500000 Penalty: 5274.202148
	Iteration 131Q: 3 clusters Score -4691242 nChanged 45
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Mstep: Class 1 contains 31918 members 
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Entering Unmasked Estep 
Score: -4691238.500000 Penalty: 5274.202148
	Iteration 132Q: 3 clusters Score -4691238 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31957 members 
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Entering Unmasked Estep 
Score: -4691231.000000 Penalty: 5274.202148
	Iteration 133Q: 3 clusters Score -4691231 nChanged 36
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Entering Unmasked Estep 
Score: -4691230.000000 Penalty: 5274.202148
	Iteration 134Q: 3 clusters Score -4691230 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32037 members 
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Entering Unmasked Estep 
Score: -4691245.500000 Penalty: 5274.202148
	Iteration 135Q: 3 clusters Score -4691246 nChanged 53
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Score: -4691249.000000 Penalty: 5274.202148
	Iteration 136Q: 3 clusters Score -4691249 nChanged 65
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Score: -4691253.000000 Penalty: 5274.202148
	Iteration 137Q: 3 clusters Score -4691253 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 9288 members 
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	Iteration 138Q: 3 clusters Score -4691256 nChanged 60
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Entering Unmasked Estep 
Score: -4691262.500000 Penalty: 5274.202148
	Iteration 139Q: 3 clusters Score -4691262 nChanged 61
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4691262 nChanged 69
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	Iteration 141Q: 3 clusters Score -4691266 nChanged 67
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	Iteration 142Q: 3 clusters Score -4691269 nChanged 64
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	Iteration 143Q: 3 clusters Score -4691280 nChanged 55
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	Iteration 144Q: 3 clusters Score -4691274 nChanged 50
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	Iteration 145Q: 3 clusters Score -4691278 nChanged 48
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	Iteration 146Q: 3 clusters Score -4691290 nChanged 45
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	Iteration 147Q: 3 clusters Score -4691294 nChanged 48
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Score: -4691309.500000 Penalty: 5274.202148
	Iteration 148Q: 3 clusters Score -4691310 nChanged 41
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	Iteration 149Q: 3 clusters Score -4691315 nChanged 29
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	Iteration 150Q: 3 clusters Score -4691312 nChanged 26
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	Iteration 151Q: 3 clusters Score -4691312 nChanged 18
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	Iteration 152Q: 3 clusters Score -4691307 nChanged 19
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	Iteration 153Q: 3 clusters Score -4691314 nChanged 14
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Score: -4691318.000000 Penalty: 5274.202148
	Iteration 154Q: 3 clusters Score -4691318 nChanged 12
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	Iteration 155Q: 3 clusters Score -4691320 nChanged 14
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	Iteration 156Q: 3 clusters Score -4691312 nChanged 13
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	Iteration 157Q: 3 clusters Score -4691314 nChanged 16
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	Iteration 158Q: 3 clusters Score -4691321 nChanged 15
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	Iteration 159Q: 3 clusters Score -4691320 nChanged 11
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4691322 nChanged 10
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Entering Unmasked Estep 
Score: -4691324.500000 Penalty: 5274.202148
	Iteration 161Q: 3 clusters Score -4691324 nChanged 11
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4691324 nChanged 12
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Entering Unmasked Estep 
Score: -4691327.500000 Penalty: 5274.202148
	Iteration 163Q: 3 clusters Score -4691328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4691330.500000 Penalty: 5274.202148
	Iteration 164Q: 3 clusters Score -4691330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4691329.500000 Penalty: 5274.202148
	Iteration 165Q: 3 clusters Score -4691330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4691328.000000 Penalty: 5274.202148
	Iteration 166Q: 3 clusters Score -4691328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4691335.500000 Penalty: 5274.202148
	Iteration 167Q: 3 clusters Score -4691336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -4691334.500000 Penalty: 5274.202148
	Iteration 168Q: 3 clusters Score -4691334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4691336.500000 Penalty: 5274.202148
	Iteration 169Q: 3 clusters Score -4691336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4691340.500000 Penalty: 5274.202148
	Iteration 170Q: 3 clusters Score -4691340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4691340.500000 Penalty: 5274.202148
	Iteration 171Q: 3 clusters Score -4691340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4691345.000000 Penalty: 5274.202148
	Iteration 172Q: 3 clusters Score -4691345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4691346.000000 Penalty: 5274.202148
	Iteration 173Q: 3 clusters Score -4691346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -4691347.000000 Penalty: 5274.202148
	Iteration 174Q: 3 clusters Score -4691347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -4691340.500000 Penalty: 5274.202148
	Iteration 175Q: 3 clusters Score -4691340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -4691340.500000 Penalty: 5274.202148
	Iteration 176F: 3 clusters Score -4691340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -455091.250000 Penalty: 2070.496094
	Iteration 0F: 2 clusters Score -455091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -451042.031250 Penalty: 4140.992188
	Iteration 0F: 3 clusters Score -451042 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -451986.500000 Penalty: 4140.992188
	Iteration 1F: 3 clusters Score -451986.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -452285.500000 Penalty: 4140.992188
	Iteration 2F: 3 clusters Score -452285.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -452564.093750 Penalty: 4140.992188
	Iteration 3F: 3 clusters Score -452564.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -452806.937500 Penalty: 4140.992188
	Iteration 4F: 3 clusters Score -452806.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -453000.250000 Penalty: 4140.992188
	Iteration 5F: 3 clusters Score -453000.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -453165.562500 Penalty: 4140.992188
	Iteration 6F: 3 clusters Score -453165.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -453318.093750 Penalty: 4140.992188
	Iteration 7Q: 3 clusters Score -453318.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -453461.281250 Penalty: 4140.992188
	Iteration 8Q: 3 clusters Score -453461.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -453576.562500 Penalty: 4140.992188
	Iteration 9Q: 3 clusters Score -453576.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -453662.093750 Penalty: 4140.992188
	Iteration 10Q: 3 clusters Score -453662.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -453724.062500 Penalty: 4140.992188
	Iteration 11Q: 3 clusters Score -453724.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -453773.718750 Penalty: 4140.992188
	Iteration 12Q: 3 clusters Score -453773.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -453802.406250 Penalty: 4140.992188
	Iteration 13Q: 3 clusters Score -453802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -453819.687500 Penalty: 4140.992188
	Iteration 14Q: 3 clusters Score -453819.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -453832.406250 Penalty: 4140.992188
	Iteration 15Q: 3 clusters Score -453832.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -453845.781250 Penalty: 4140.992188
	Iteration 16Q: 3 clusters Score -453845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -453848.718750 Penalty: 4140.992188
	Iteration 17Q: 3 clusters Score -453848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -453851.000000 Penalty: 4140.992188
	Iteration 18Q: 3 clusters Score -453851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -453850.750000 Penalty: 4140.992188
	Iteration 19Q: 3 clusters Score -453850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -453850.750000 Penalty: 4140.992188
	Iteration 20F: 3 clusters Score -453850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Entering Unmasked Estep 
Score: -867560.812500 Penalty: 2216.397705
	Iteration 0F: 2 clusters Score -867560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -861376.250000 Penalty: 4432.795410
	Iteration 0F: 3 clusters Score -861376.2 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -863004.062500 Penalty: 4432.795410
	Iteration 1F: 3 clusters Score -863004.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -863254.000000 Penalty: 4432.795410
	Iteration 2F: 3 clusters Score -863254 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -863410.937500 Penalty: 4432.795410
	Iteration 3Q: 3 clusters Score -863410.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -863533.562500 Penalty: 4432.795410
	Iteration 4Q: 3 clusters Score -863533.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -863619.937500 Penalty: 4432.795410
	Iteration 5Q: 3 clusters Score -863619.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -863674.062500 Penalty: 4432.795410
	Iteration 6Q: 3 clusters Score -863674.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -863719.937500 Penalty: 4432.795410
	Iteration 7Q: 3 clusters Score -863719.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -863770.687500 Penalty: 4432.795410
	Iteration 8Q: 3 clusters Score -863770.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -863819.562500 Penalty: 4432.795410
	Iteration 9Q: 3 clusters Score -863819.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -863871.000000 Penalty: 4432.795410
	Iteration 10Q: 3 clusters Score -863871 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -863924.312500 Penalty: 4432.795410
	Iteration 11Q: 3 clusters Score -863924.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -863971.562500 Penalty: 4432.795410
	Iteration 12Q: 3 clusters Score -863971.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -864028.625000 Penalty: 4432.795410
	Iteration 13Q: 3 clusters Score -864028.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -864087.000000 Penalty: 4432.795410
	Iteration 14Q: 3 clusters Score -864087 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -864156.187500 Penalty: 4432.795410
	Iteration 15Q: 3 clusters Score -864156.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -864232.062500 Penalty: 4432.795410
	Iteration 16Q: 3 clusters Score -864232.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -864317.375000 Penalty: 4432.795410
	Iteration 17Q: 3 clusters Score -864317.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -864403.187500 Penalty: 4432.795410
	Iteration 18Q: 3 clusters Score -864403.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -864521.875000 Penalty: 4432.795410
	Iteration 19Q: 3 clusters Score -864521.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -864656.500000 Penalty: 4432.795410
	Iteration 20F: 3 clusters Score -864656.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -864780.437500 Penalty: 4432.795410
	Iteration 21Q: 3 clusters Score -864780.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -864900.000000 Penalty: 4432.795410
	Iteration 22Q: 3 clusters Score -864900 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -865022.875000 Penalty: 4432.795410
	Iteration 23Q: 3 clusters Score -865022.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -865130.125000 Penalty: 4432.795410
	Iteration 24Q: 3 clusters Score -865130.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -865214.250000 Penalty: 4432.795410
	Iteration 25Q: 3 clusters Score -865214.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -865295.687500 Penalty: 4432.795410
	Iteration 26Q: 3 clusters Score -865295.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -865359.062500 Penalty: 4432.795410
	Iteration 27Q: 3 clusters Score -865359.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -865421.062500 Penalty: 4432.795410
	Iteration 28Q: 3 clusters Score -865421.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -865461.750000 Penalty: 4432.795410
	Iteration 29Q: 3 clusters Score -865461.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -865503.187500 Penalty: 4432.795410
	Iteration 30Q: 3 clusters Score -865503.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -865532.812500 Penalty: 4432.795410
	Iteration 31Q: 3 clusters Score -865532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -865555.625000 Penalty: 4432.795410
	Iteration 32Q: 3 clusters Score -865555.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -865569.812500 Penalty: 4432.795410
	Iteration 33Q: 3 clusters Score -865569.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -865583.000000 Penalty: 4432.795410
	Iteration 34Q: 3 clusters Score -865583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -865590.812500 Penalty: 4432.795410
	Iteration 35Q: 3 clusters Score -865590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -865595.937500 Penalty: 4432.795410
	Iteration 36Q: 3 clusters Score -865595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -865597.687500 Penalty: 4432.795410
	Iteration 37Q: 3 clusters Score -865597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -865600.062500 Penalty: 4432.795410
	Iteration 38Q: 3 clusters Score -865600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -865603.000000 Penalty: 4432.795410
	Iteration 39Q: 3 clusters Score -865603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -865606.812500 Penalty: 4432.795410
	Iteration 40F: 3 clusters Score -865606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -865612.125000 Penalty: 4432.795410
	Iteration 41Q: 3 clusters Score -865612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -865616.312500 Penalty: 4432.795410
	Iteration 42Q: 3 clusters Score -865616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -865621.062500 Penalty: 4432.795410
	Iteration 43Q: 3 clusters Score -865621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -865627.187500 Penalty: 4432.795410
	Iteration 44Q: 3 clusters Score -865627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -865635.187500 Penalty: 4432.795410
	Iteration 45Q: 3 clusters Score -865635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -865639.937500 Penalty: 4432.795410
	Iteration 46Q: 3 clusters Score -865639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -865641.687500 Penalty: 4432.795410
	Iteration 47Q: 3 clusters Score -865641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -865642.625000 Penalty: 4432.795410
	Iteration 48Q: 3 clusters Score -865642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -865644.125000 Penalty: 4432.795410
	Iteration 49Q: 3 clusters Score -865644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -865644.125000 Penalty: 4432.795410
	Iteration 50F: 3 clusters Score -865644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Entering Unmasked Estep 
Score: -4236362.500000 Penalty: 2610.001221
	Iteration 0F: 2 clusters Score -4236362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4210876.000000 Penalty: 5220.002441
	Iteration 0F: 3 clusters Score -4210876 nChanged 17125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4220360.500000 Penalty: 5220.002441
	Iteration 1F: 3 clusters Score -4220360 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4221140.500000 Penalty: 5220.002441
	Iteration 2F: 3 clusters Score -4221140 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4222247.000000 Penalty: 5220.002441
	Iteration 3F: 3 clusters Score -4222247 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -4223971.500000 Penalty: 5220.002441
	Iteration 4F: 3 clusters Score -4223972 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4226549.500000 Penalty: 5220.002441
	Iteration 5F: 3 clusters Score -4226550 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4229545.000000 Penalty: 5220.002441
	Iteration 6F: 3 clusters Score -4229545 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4231837.000000 Penalty: 5220.002441
	Iteration 7F: 3 clusters Score -4231837 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4233124.500000 Penalty: 5220.002441
	Iteration 8Q: 3 clusters Score -4233124 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4233677.000000 Penalty: 5220.002441
	Iteration 9Q: 3 clusters Score -4233677 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4233860.500000 Penalty: 5220.002441
	Iteration 10Q: 3 clusters Score -4233860 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4233968.000000 Penalty: 5220.002441
	Iteration 11Q: 3 clusters Score -4233968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4234020.500000 Penalty: 5220.002441
	Iteration 12Q: 3 clusters Score -4234020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4234074.500000 Penalty: 5220.002441
	Iteration 13Q: 3 clusters Score -4234074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4234106.500000 Penalty: 5220.002441
	Iteration 14Q: 3 clusters Score -4234106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4234130.500000 Penalty: 5220.002441
	Iteration 15Q: 3 clusters Score -4234130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4234154.500000 Penalty: 5220.002441
	Iteration 16Q: 3 clusters Score -4234154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4234180.000000 Penalty: 5220.002441
	Iteration 17Q: 3 clusters Score -4234180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4234186.000000 Penalty: 5220.002441
	Iteration 18Q: 3 clusters Score -4234186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4234193.500000 Penalty: 5220.002441
	Iteration 19Q: 3 clusters Score -4234194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4234197.500000 Penalty: 5220.002441
	Iteration 20F: 3 clusters Score -4234198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4234204.000000 Penalty: 5220.002441
	Iteration 21Q: 3 clusters Score -4234204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4234206.000000 Penalty: 5220.002441
	Iteration 22Q: 3 clusters Score -4234206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4234211.500000 Penalty: 5220.002441
	Iteration 23Q: 3 clusters Score -4234212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4234215.500000 Penalty: 5220.002441
	Iteration 24Q: 3 clusters Score -4234216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4234216.000000 Penalty: 5220.002441
	Iteration 25Q: 3 clusters Score -4234216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4234222.500000 Penalty: 5220.002441
	Iteration 26Q: 3 clusters Score -4234222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4234218.000000 Penalty: 5220.002441
	Iteration 27Q: 3 clusters Score -4234218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4234218.000000 Penalty: 5220.002441
	Iteration 28F: 3 clusters Score -4234218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Entering Unmasked Estep 
Score: -5100424.500000 Penalty: 2664.099121
	Iteration 0F: 2 clusters Score -5100424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5069150.500000 Penalty: 5328.198242
	Iteration 0F: 3 clusters Score -5069150 nChanged 21318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5080759.000000 Penalty: 5328.198242
	Iteration 1F: 3 clusters Score -5080759 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5081298.500000 Penalty: 5328.198242
	Iteration 2Q: 3 clusters Score -5081298 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5081825.500000 Penalty: 5328.198242
	Iteration 3Q: 3 clusters Score -5081826 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5082418.000000 Penalty: 5328.198242
	Iteration 4Q: 3 clusters Score -5082418 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5083212.500000 Penalty: 5328.198242
	Iteration 5Q: 3 clusters Score -5083212 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -5084450.500000 Penalty: 5328.198242
	Iteration 6Q: 3 clusters Score -5084450 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5086483.000000 Penalty: 5328.198242
	Iteration 7F: 3 clusters Score -5086483 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5089519.500000 Penalty: 5328.198242
	Iteration 8F: 3 clusters Score -5089520 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5092948.000000 Penalty: 5328.198242
	Iteration 9F: 3 clusters Score -5092948 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -5095691.000000 Penalty: 5328.198242
	Iteration 10F: 3 clusters Score -5095691 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -5097074.000000 Penalty: 5328.198242
	Iteration 11Q: 3 clusters Score -5097074 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -5097688.000000 Penalty: 5328.198242
	Iteration 12Q: 3 clusters Score -5097688 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -5097917.500000 Penalty: 5328.198242
	Iteration 13Q: 3 clusters Score -5097918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -5098017.500000 Penalty: 5328.198242
	Iteration 14Q: 3 clusters Score -5098018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -5098073.500000 Penalty: 5328.198242
	Iteration 15Q: 3 clusters Score -5098074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5098094.500000 Penalty: 5328.198242
	Iteration 16Q: 3 clusters Score -5098094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -5098106.500000 Penalty: 5328.198242
	Iteration 17Q: 3 clusters Score -5098106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5098120.500000 Penalty: 5328.198242
	Iteration 18Q: 3 clusters Score -5098120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5098126.000000 Penalty: 5328.198242
	Iteration 19Q: 3 clusters Score -5098126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5098132.500000 Penalty: 5328.198242
	Iteration 20F: 3 clusters Score -5098132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5098137.500000 Penalty: 5328.198242
	Iteration 21Q: 3 clusters Score -5098138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5098149.000000 Penalty: 5328.198242
	Iteration 22Q: 3 clusters Score -5098149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5098155.000000 Penalty: 5328.198242
	Iteration 23Q: 3 clusters Score -5098155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -5098165.000000 Penalty: 5328.198242
	Iteration 24Q: 3 clusters Score -5098165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -5098168.500000 Penalty: 5328.198242
	Iteration 25Q: 3 clusters Score -5098168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5098168.000000 Penalty: 5328.198242
	Iteration 26Q: 3 clusters Score -5098168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5098168.000000 Penalty: 5328.198242
	Iteration 27F: 3 clusters Score -5098168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101682.843750 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -101682.8 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 482 members 
Entering Unmasked Estep 
Score: -99790.625000 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -99790.62 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100035.773438 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -100035.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100110.664062 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -100110.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100153.250000 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -100153.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100195.226562 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -100195.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100218.242188 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -100218.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100234.179688 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -100234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100251.031250 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -100251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100261.656250 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -100261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100266.648438 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -100266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100276.031250 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -100276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100282.437500 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -100282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100289.515625 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -100289.5 nChanged 8
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: -100297.804688 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -100297.8 nChanged 4
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: -100306.359375 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -100306.4 nChanged 5
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: -100310.015625 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -100310 nChanged 2
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: -100314.007812 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -100314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100316.484375 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -100316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100320.937500 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -100320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100324.421875 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -100324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100330.937500 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -100330.9 nChanged 5
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: -100340.210938 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -100340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100347.617188 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -100347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100360.117188 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -100360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100369.890625 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -100369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100378.125000 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -100378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100391.039062 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -100391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100408.093750 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -100408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100430.593750 Penalty: 3408.061279
	Iteration 28Q: 3 clusters Score -100430.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100447.195312 Penalty: 3408.061279
	Iteration 29Q: 3 clusters Score -100447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100483.828125 Penalty: 3408.061279
	Iteration 30Q: 3 clusters Score -100483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100564.945312 Penalty: 3408.061279
	Iteration 31Q: 3 clusters Score -100564.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100645.125000 Penalty: 3408.061279
	Iteration 32Q: 3 clusters Score -100645.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100746.437500 Penalty: 3408.061279
	Iteration 33Q: 3 clusters Score -100746.4 nChanged 28
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: -100999.250000 Penalty: 3408.061279
	Iteration 34Q: 3 clusters Score -100999.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101255.578125 Penalty: 3408.061279
	Iteration 35Q: 3 clusters Score -101255.6 nChanged 27
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: -101307.070312 Penalty: 3408.061279
	Iteration 36Q: 3 clusters Score -101307.1 nChanged 19
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: -101361.429688 Penalty: 3408.061279
	Iteration 37Q: 3 clusters Score -101361.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101429.843750 Penalty: 3408.061279
	Iteration 38Q: 3 clusters Score -101429.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -101496.648438 Penalty: 3408.061279
	Iteration 39Q: 3 clusters Score -101496.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101538.250000 Penalty: 3408.061279
	Iteration 40F: 3 clusters Score -101538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101561.210938 Penalty: 3408.061279
	Iteration 41Q: 3 clusters Score -101561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -101579.664062 Penalty: 3408.061279
	Iteration 42Q: 3 clusters Score -101579.7 nChanged 4
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: -101595.679688 Penalty: 3408.061279
	Iteration 43Q: 3 clusters Score -101595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101599.281250 Penalty: 3408.061279
	Iteration 44Q: 3 clusters Score -101599.3 nChanged 2
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: -101608.289062 Penalty: 3408.061279
	Iteration 45Q: 3 clusters Score -101608.3 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: -101609.343750 Penalty: 3408.061279
	Iteration 46Q: 3 clusters Score -101609.3 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: -101612.398438 Penalty: 3408.061279
	Iteration 47Q: 3 clusters Score -101612.4 nChanged 0
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: -101612.398438 Penalty: 3408.061279
	Iteration 48F: 3 clusters Score -101612.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22468.408203 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22468.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22551.111328 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22551.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22608.794922 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22608.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22634.410156 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22634.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22639.382812 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22639.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22648.369141 Penalty: 2716.325684
	Iteration 5Q: 3 clusters Score -22648.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22656.087891 Penalty: 2716.325684
	Iteration 6Q: 3 clusters Score -22656.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22656.087891 Penalty: 2716.325684
	Iteration 7F: 3 clusters Score -22656.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81223.195312 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81223.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -81735.140625 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81735.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -81910.468750 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81910.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -81980.281250 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -81980.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82024.531250 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -82024.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -82060.906250 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -82060.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82087.609375 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -82087.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82115.015625 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -82115.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -82122.421875 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -82122.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82123.796875 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -82123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82123.796875 Penalty: 3322.340820
	Iteration 10F: 3 clusters Score -82123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30453.210938 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30453.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30598.843750 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30598.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30755.250000 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -30755.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30798.302734 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30798.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30823.355469 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30823.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30839.531250 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -30839.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30845.423828 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -30845.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30852.187500 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -30852.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30852.187500 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -30852.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -123757.476562 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -123757.5 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 581 members 
Entering Unmasked Estep 
Score: -121739.921875 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -121739.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122004.148438 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -122004.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122076.617188 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -122076.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122112.164062 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -122112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122129.414062 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -122129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122149.843750 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -122149.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122162.554688 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -122162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122172.132812 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -122172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122180.031250 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -122180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122189.359375 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -122189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122198.328125 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -122198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122211.804688 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -122211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122223.921875 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -122223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122225.476562 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -122225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122226.289062 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -122226.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122226.289062 Penalty: 3483.342529
	Iteration 15F: 3 clusters Score -122226.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -610515.875000 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -610515.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -605443.187500 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -605443.2 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -606775.687500 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -606775.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -607058.812500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -607058.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -607265.125000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -607265.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -607481.062500 Penalty: 4308.636719
	Iteration 4Q: 3 clusters Score -607481.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -607739.250000 Penalty: 4308.636719
	Iteration 5Q: 3 clusters Score -607739.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -607987.625000 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -607987.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -608170.312500 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -608170.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -608310.312500 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -608310.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -608412.812500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -608412.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -608491.250000 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -608491.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -608561.625000 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -608561.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -608625.437500 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -608625.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -608677.625000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -608677.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -608709.937500 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -608709.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -608732.625000 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -608732.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -608755.125000 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -608755.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -608774.562500 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -608774.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -608794.562500 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -608794.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -608807.312500 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -608807.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -608817.125000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -608817.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -608833.125000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -608833.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -608839.562500 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -608839.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -608845.812500 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -608845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -608848.187500 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -608848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -608850.062500 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -608850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -608854.500000 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -608854.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -608858.312500 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -608858.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -608864.000000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -608864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -608866.875000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -608866.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -608871.000000 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -608871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -608873.812500 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -608873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -608878.062500 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -608878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -608881.062500 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -608881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -608887.375000 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -608887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -608893.937500 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -608893.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -608898.312500 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -608898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -608906.187500 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -608906.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -608913.000000 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -608913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -608916.562500 Penalty: 4308.636719
	Iteration 39Q: 3 clusters Score -608916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -608919.250000 Penalty: 4308.636719
	Iteration 40F: 3 clusters Score -608919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -608922.000000 Penalty: 4308.636719
	Iteration 41Q: 3 clusters Score -608922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -608922.062500 Penalty: 4308.636719
	Iteration 42Q: 3 clusters Score -608922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -608923.000000 Penalty: 4308.636719
	Iteration 43Q: 3 clusters Score -608923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -608923.437500 Penalty: 4308.636719
	Iteration 44Q: 3 clusters Score -608923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -608923.625000 Penalty: 4308.636719
	Iteration 45Q: 3 clusters Score -608923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -608923.812500 Penalty: 4308.636719
	Iteration 46Q: 3 clusters Score -608923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -608924.375000 Penalty: 4308.636719
	Iteration 47Q: 3 clusters Score -608924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -608925.562500 Penalty: 4308.636719
	Iteration 48Q: 3 clusters Score -608925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -608926.562500 Penalty: 4308.636719
	Iteration 49Q: 3 clusters Score -608926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -608925.625000 Penalty: 4308.636719
	Iteration 50Q: 3 clusters Score -608925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -608927.250000 Penalty: 4308.636719
	Iteration 51Q: 3 clusters Score -608927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -608927.687500 Penalty: 4308.636719
	Iteration 52Q: 3 clusters Score -608927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -608927.625000 Penalty: 4308.636719
	Iteration 53Q: 3 clusters Score -608927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -608927.500000 Penalty: 4308.636719
	Iteration 54Q: 3 clusters Score -608927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -608927.500000 Penalty: 4308.636719
	Iteration 55F: 3 clusters Score -608927.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -249634.109375 Penalty: 1912.353027
	Iteration 0F: 2 clusters Score -249634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -246860.687500 Penalty: 3824.706055
	Iteration 0F: 3 clusters Score -246860.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -247395.781250 Penalty: 3824.706055
	Iteration 1F: 3 clusters Score -247395.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -247542.906250 Penalty: 3824.706055
	Iteration 2F: 3 clusters Score -247542.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -247618.406250 Penalty: 3824.706055
	Iteration 3Q: 3 clusters Score -247618.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -247648.500000 Penalty: 3824.706055
	Iteration 4Q: 3 clusters Score -247648.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -247676.734375 Penalty: 3824.706055
	Iteration 5Q: 3 clusters Score -247676.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -247700.062500 Penalty: 3824.706055
	Iteration 6Q: 3 clusters Score -247700.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -247727.656250 Penalty: 3824.706055
	Iteration 7Q: 3 clusters Score -247727.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -247754.656250 Penalty: 3824.706055
	Iteration 8Q: 3 clusters Score -247754.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -247775.500000 Penalty: 3824.706055
	Iteration 9Q: 3 clusters Score -247775.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247803.781250 Penalty: 3824.706055
	Iteration 10Q: 3 clusters Score -247803.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -247823.796875 Penalty: 3824.706055
	Iteration 11Q: 3 clusters Score -247823.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -247840.656250 Penalty: 3824.706055
	Iteration 12Q: 3 clusters Score -247840.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -247857.031250 Penalty: 3824.706055
	Iteration 13Q: 3 clusters Score -247857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -247874.718750 Penalty: 3824.706055
	Iteration 14Q: 3 clusters Score -247874.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -247906.843750 Penalty: 3824.706055
	Iteration 15Q: 3 clusters Score -247906.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -247949.781250 Penalty: 3824.706055
	Iteration 16Q: 3 clusters Score -247949.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -247992.937500 Penalty: 3824.706055
	Iteration 17Q: 3 clusters Score -247992.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -248042.406250 Penalty: 3824.706055
	Iteration 18Q: 3 clusters Score -248042.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -248090.484375 Penalty: 3824.706055
	Iteration 19Q: 3 clusters Score -248090.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -248138.937500 Penalty: 3824.706055
	Iteration 20F: 3 clusters Score -248138.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -248188.437500 Penalty: 3824.706055
	Iteration 21Q: 3 clusters Score -248188.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -248238.796875 Penalty: 3824.706055
	Iteration 22Q: 3 clusters Score -248238.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -248300.296875 Penalty: 3824.706055
	Iteration 23Q: 3 clusters Score -248300.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -248349.656250 Penalty: 3824.706055
	Iteration 24Q: 3 clusters Score -248349.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -248416.906250 Penalty: 3824.706055
	Iteration 25Q: 3 clusters Score -248416.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248515.390625 Penalty: 3824.706055
	Iteration 26Q: 3 clusters Score -248515.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -248668.859375 Penalty: 3824.706055
	Iteration 27Q: 3 clusters Score -248668.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -248864.437500 Penalty: 3824.706055
	Iteration 28Q: 3 clusters Score -248864.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -248978.265625 Penalty: 3824.706055
	Iteration 29Q: 3 clusters Score -248978.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -249049.703125 Penalty: 3824.706055
	Iteration 30Q: 3 clusters Score -249049.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -249078.875000 Penalty: 3824.706055
	Iteration 31Q: 3 clusters Score -249078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -249088.609375 Penalty: 3824.706055
	Iteration 32Q: 3 clusters Score -249088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -249093.671875 Penalty: 3824.706055
	Iteration 33Q: 3 clusters Score -249093.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -249096.953125 Penalty: 3824.706055
	Iteration 34Q: 3 clusters Score -249097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -249100.765625 Penalty: 3824.706055
	Iteration 35Q: 3 clusters Score -249100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -249101.484375 Penalty: 3824.706055
	Iteration 36Q: 3 clusters Score -249101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -249101.484375 Penalty: 3824.706055
	Iteration 37F: 3 clusters Score -249101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -524506.437500 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -524506.4 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 2351 members 
Entering Unmasked Estep 
Score: -520116.906250 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -520116.9 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -521192.062500 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -521192.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -521473.656250 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -521473.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -521668.750000 Penalty: 4192.992676
	Iteration 3F: 3 clusters Score -521668.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -521821.156250 Penalty: 4192.992676
	Iteration 4F: 3 clusters Score -521821.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -521938.281250 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -521938.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -522023.812500 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -522023.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -522093.500000 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -522093.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -522167.062500 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -522167.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -522246.437500 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -522246.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -522310.375000 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -522310.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -522369.750000 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -522369.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -522417.343750 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -522417.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -522463.093750 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -522463.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -522501.437500 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -522501.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -522533.906250 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -522533.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -522556.281250 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -522556.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -522582.625000 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -522582.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -522612.468750 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -522612.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -522642.531250 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -522642.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -522670.281250 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -522670.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -522702.781250 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -522702.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -522733.906250 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -522733.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -522770.875000 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -522770.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -522797.250000 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -522797.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -522824.531250 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -522824.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -522846.531250 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -522846.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -522862.312500 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -522862.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -522875.656250 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -522875.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -522889.500000 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -522889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -522896.562500 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -522896.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -522904.937500 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -522904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -522910.781250 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -522910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -522917.125000 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -522917.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -522925.093750 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -522925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -522932.781250 Penalty: 4192.992676
	Iteration 35Q: 3 clusters Score -522932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -522940.375000 Penalty: 4192.992676
	Iteration 36Q: 3 clusters Score -522940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -522949.375000 Penalty: 4192.992676
	Iteration 37Q: 3 clusters Score -522949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -522956.437500 Penalty: 4192.992676
	Iteration 38Q: 3 clusters Score -522956.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -522964.156250 Penalty: 4192.992676
	Iteration 39Q: 3 clusters Score -522964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -522974.250000 Penalty: 4192.992676
	Iteration 40F: 3 clusters Score -522974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -522981.156250 Penalty: 4192.992676
	Iteration 41Q: 3 clusters Score -522981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -522989.875000 Penalty: 4192.992676
	Iteration 42Q: 3 clusters Score -522989.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -522998.125000 Penalty: 4192.992676
	Iteration 43Q: 3 clusters Score -522998.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -523005.156250 Penalty: 4192.992676
	Iteration 44Q: 3 clusters Score -523005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -523009.250000 Penalty: 4192.992676
	Iteration 45Q: 3 clusters Score -523009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -523011.750000 Penalty: 4192.992676
	Iteration 46Q: 3 clusters Score -523011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -523011.593750 Penalty: 4192.992676
	Iteration 47Q: 3 clusters Score -523011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -523012.531250 Penalty: 4192.992676
	Iteration 48Q: 3 clusters Score -523012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -523013.562500 Penalty: 4192.992676
	Iteration 49Q: 3 clusters Score -523013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -523014.968750 Penalty: 4192.992676
	Iteration 50Q: 3 clusters Score -523015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -523017.593750 Penalty: 4192.992676
	Iteration 51Q: 3 clusters Score -523017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -523018.750000 Penalty: 4192.992676
	Iteration 52Q: 3 clusters Score -523018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -523020.031250 Penalty: 4192.992676
	Iteration 53Q: 3 clusters Score -523020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -523021.687500 Penalty: 4192.992676
	Iteration 54Q: 3 clusters Score -523021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -523023.812500 Penalty: 4192.992676
	Iteration 55Q: 3 clusters Score -523023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -523025.656250 Penalty: 4192.992676
	Iteration 56Q: 3 clusters Score -523025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -523025.656250 Penalty: 4192.992676
	Iteration 57F: 3 clusters Score -523025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Entering Unmasked Estep 
Score: -2053628.000000 Penalty: 2430.747070
	Iteration 0F: 2 clusters Score -2053628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2040756.750000 Penalty: 4861.494141
	Iteration 0F: 3 clusters Score -2040757 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2045028.875000 Penalty: 4861.494141
	Iteration 1F: 3 clusters Score -2045029 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2045690.500000 Penalty: 4861.494141
	Iteration 2F: 3 clusters Score -2045690 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2046325.000000 Penalty: 4861.494141
	Iteration 3F: 3 clusters Score -2046325 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2046844.750000 Penalty: 4861.494141
	Iteration 4F: 3 clusters Score -2046845 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2047346.500000 Penalty: 4861.494141
	Iteration 5F: 3 clusters Score -2047346 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2047865.750000 Penalty: 4861.494141
	Iteration 6F: 3 clusters Score -2047866 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2048427.250000 Penalty: 4861.494141
	Iteration 7F: 3 clusters Score -2048427 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2049028.625000 Penalty: 4861.494141
	Iteration 8F: 3 clusters Score -2049029 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2049580.875000 Penalty: 4861.494141
	Iteration 9F: 3 clusters Score -2049581 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2050074.375000 Penalty: 4861.494141
	Iteration 10Q: 3 clusters Score -2050074 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2050492.125000 Penalty: 4861.494141
	Iteration 11Q: 3 clusters Score -2050492 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2050808.125000 Penalty: 4861.494141
	Iteration 12Q: 3 clusters Score -2050808 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2051054.375000 Penalty: 4861.494141
	Iteration 13Q: 3 clusters Score -2051054 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2051278.000000 Penalty: 4861.494141
	Iteration 14Q: 3 clusters Score -2051278 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2051439.375000 Penalty: 4861.494141
	Iteration 15Q: 3 clusters Score -2051439 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2051562.375000 Penalty: 4861.494141
	Iteration 16Q: 3 clusters Score -2051562 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2051675.625000 Penalty: 4861.494141
	Iteration 17Q: 3 clusters Score -2051676 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2051795.375000 Penalty: 4861.494141
	Iteration 18Q: 3 clusters Score -2051795 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2051886.875000 Penalty: 4861.494141
	Iteration 19Q: 3 clusters Score -2051887 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2051952.500000 Penalty: 4861.494141
	Iteration 20F: 3 clusters Score -2051952 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2052023.500000 Penalty: 4861.494141
	Iteration 21Q: 3 clusters Score -2052024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2052098.250000 Penalty: 4861.494141
	Iteration 22Q: 3 clusters Score -2052098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2052165.500000 Penalty: 4861.494141
	Iteration 23Q: 3 clusters Score -2052166 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2052224.375000 Penalty: 4861.494141
	Iteration 24Q: 3 clusters Score -2052224 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2052269.625000 Penalty: 4861.494141
	Iteration 25Q: 3 clusters Score -2052270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2052333.500000 Penalty: 4861.494141
	Iteration 26Q: 3 clusters Score -2052334 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2052392.625000 Penalty: 4861.494141
	Iteration 27Q: 3 clusters Score -2052393 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2052449.125000 Penalty: 4861.494141
	Iteration 28Q: 3 clusters Score -2052449 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2052484.375000 Penalty: 4861.494141
	Iteration 29Q: 3 clusters Score -2052484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2052527.125000 Penalty: 4861.494141
	Iteration 30Q: 3 clusters Score -2052527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2052552.500000 Penalty: 4861.494141
	Iteration 31Q: 3 clusters Score -2052552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2052568.375000 Penalty: 4861.494141
	Iteration 32Q: 3 clusters Score -2052568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2052584.750000 Penalty: 4861.494141
	Iteration 33Q: 3 clusters Score -2052585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2052601.875000 Penalty: 4861.494141
	Iteration 34Q: 3 clusters Score -2052602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2052606.750000 Penalty: 4861.494141
	Iteration 35Q: 3 clusters Score -2052607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2052612.375000 Penalty: 4861.494141
	Iteration 36Q: 3 clusters Score -2052612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2052617.375000 Penalty: 4861.494141
	Iteration 37Q: 3 clusters Score -2052617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2052623.750000 Penalty: 4861.494141
	Iteration 38Q: 3 clusters Score -2052624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2052627.750000 Penalty: 4861.494141
	Iteration 39Q: 3 clusters Score -2052628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2052634.875000 Penalty: 4861.494141
	Iteration 40F: 3 clusters Score -2052635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2052640.375000 Penalty: 4861.494141
	Iteration 41Q: 3 clusters Score -2052640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2052641.250000 Penalty: 4861.494141
	Iteration 42Q: 3 clusters Score -2052641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2052641.125000 Penalty: 4861.494141
	Iteration 43Q: 3 clusters Score -2052641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2052648.625000 Penalty: 4861.494141
	Iteration 44Q: 3 clusters Score -2052649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2052653.125000 Penalty: 4861.494141
	Iteration 45Q: 3 clusters Score -2052653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2052661.500000 Penalty: 4861.494141
	Iteration 46Q: 3 clusters Score -2052662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2052668.625000 Penalty: 4861.494141
	Iteration 47Q: 3 clusters Score -2052669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2052676.875000 Penalty: 4861.494141
	Iteration 48Q: 3 clusters Score -2052677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2052679.875000 Penalty: 4861.494141
	Iteration 49Q: 3 clusters Score -2052680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2052687.625000 Penalty: 4861.494141
	Iteration 50Q: 3 clusters Score -2052688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2052696.000000 Penalty: 4861.494141
	Iteration 51Q: 3 clusters Score -2052696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2052705.750000 Penalty: 4861.494141
	Iteration 52Q: 3 clusters Score -2052706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2052709.625000 Penalty: 4861.494141
	Iteration 53Q: 3 clusters Score -2052710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2052709.750000 Penalty: 4861.494141
	Iteration 54Q: 3 clusters Score -2052710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2052714.000000 Penalty: 4861.494141
	Iteration 55Q: 3 clusters Score -2052714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2052717.875000 Penalty: 4861.494141
	Iteration 56Q: 3 clusters Score -2052718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2052720.750000 Penalty: 4861.494141
	Iteration 57Q: 3 clusters Score -2052721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2052726.000000 Penalty: 4861.494141
	Iteration 58Q: 3 clusters Score -2052726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2052733.125000 Penalty: 4861.494141
	Iteration 59Q: 3 clusters Score -2052733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2052739.250000 Penalty: 4861.494141
	Iteration 60F: 3 clusters Score -2052739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2052743.375000 Penalty: 4861.494141
	Iteration 61Q: 3 clusters Score -2052743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2052743.875000 Penalty: 4861.494141
	Iteration 62Q: 3 clusters Score -2052744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2052742.875000 Penalty: 4861.494141
	Iteration 63Q: 3 clusters Score -2052743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2052749.250000 Penalty: 4861.494141
	Iteration 64Q: 3 clusters Score -2052749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2052753.625000 Penalty: 4861.494141
	Iteration 65Q: 3 clusters Score -2052754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2052755.250000 Penalty: 4861.494141
	Iteration 66Q: 3 clusters Score -2052755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2052763.500000 Penalty: 4861.494141
	Iteration 67Q: 3 clusters Score -2052764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2052767.250000 Penalty: 4861.494141
	Iteration 68Q: 3 clusters Score -2052767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2052767.625000 Penalty: 4861.494141
	Iteration 69Q: 3 clusters Score -2052768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2052767.750000 Penalty: 4861.494141
	Iteration 70Q: 3 clusters Score -2052768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2052770.625000 Penalty: 4861.494141
	Iteration 71Q: 3 clusters Score -2052771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2052780.125000 Penalty: 4861.494141
	Iteration 72Q: 3 clusters Score -2052780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2052793.000000 Penalty: 4861.494141
	Iteration 73Q: 3 clusters Score -2052793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2052802.375000 Penalty: 4861.494141
	Iteration 74Q: 3 clusters Score -2052802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2052805.500000 Penalty: 4861.494141
	Iteration 75Q: 3 clusters Score -2052806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2052809.000000 Penalty: 4861.494141
	Iteration 76Q: 3 clusters Score -2052809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2052828.375000 Penalty: 4861.494141
	Iteration 77Q: 3 clusters Score -2052828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2052837.500000 Penalty: 4861.494141
	Iteration 78Q: 3 clusters Score -2052838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2052841.500000 Penalty: 4861.494141
	Iteration 79Q: 3 clusters Score -2052842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2052846.500000 Penalty: 4861.494141
	Iteration 80F: 3 clusters Score -2052846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2052855.000000 Penalty: 4861.494141
	Iteration 81Q: 3 clusters Score -2052855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2052859.125000 Penalty: 4861.494141
	Iteration 82Q: 3 clusters Score -2052859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2052864.875000 Penalty: 4861.494141
	Iteration 83Q: 3 clusters Score -2052865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2052863.750000 Penalty: 4861.494141
	Iteration 84Q: 3 clusters Score -2052864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2052865.375000 Penalty: 4861.494141
	Iteration 85Q: 3 clusters Score -2052865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2052864.250000 Penalty: 4861.494141
	Iteration 86Q: 3 clusters Score -2052864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2052870.250000 Penalty: 4861.494141
	Iteration 87Q: 3 clusters Score -2052870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2052869.750000 Penalty: 4861.494141
	Iteration 88Q: 3 clusters Score -2052870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2052868.625000 Penalty: 4861.494141
	Iteration 89Q: 3 clusters Score -2052869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2052868.250000 Penalty: 4861.494141
	Iteration 90Q: 3 clusters Score -2052868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2052871.375000 Penalty: 4861.494141
	Iteration 91Q: 3 clusters Score -2052871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2052869.750000 Penalty: 4861.494141
	Iteration 92Q: 3 clusters Score -2052870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2052870.000000 Penalty: 4861.494141
	Iteration 93Q: 3 clusters Score -2052870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2052872.000000 Penalty: 4861.494141
	Iteration 94Q: 3 clusters Score -2052872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2052875.250000 Penalty: 4861.494141
	Iteration 95Q: 3 clusters Score -2052875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2052876.000000 Penalty: 4861.494141
	Iteration 96Q: 3 clusters Score -2052876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2052876.000000 Penalty: 4861.494141
	Iteration 97F: 3 clusters Score -2052876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Entering Unmasked Estep 
Score: -2902859.250000 Penalty: 2516.975830
	Iteration 0F: 2 clusters Score -2902859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2885216.250000 Penalty: 5033.951660
	Iteration 0F: 3 clusters Score -2885216 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2892078.000000 Penalty: 5033.951660
	Iteration 1F: 3 clusters Score -2892078 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2893339.750000 Penalty: 5033.951660
	Iteration 2F: 3 clusters Score -2893340 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2894818.000000 Penalty: 5033.951660
	Iteration 3F: 3 clusters Score -2894818 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2896304.750000 Penalty: 5033.951660
	Iteration 4F: 3 clusters Score -2896305 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2897868.000000 Penalty: 5033.951660
	Iteration 5F: 3 clusters Score -2897868 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2899228.750000 Penalty: 5033.951660
	Iteration 6F: 3 clusters Score -2899229 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2900420.250000 Penalty: 5033.951660
	Iteration 7F: 3 clusters Score -2900420 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2901323.750000 Penalty: 5033.951660
	Iteration 8Q: 3 clusters Score -2901324 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2901713.750000 Penalty: 5033.951660
	Iteration 9Q: 3 clusters Score -2901714 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2901860.250000 Penalty: 5033.951660
	Iteration 10Q: 3 clusters Score -2901860 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2901943.750000 Penalty: 5033.951660
	Iteration 11Q: 3 clusters Score -2901944 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2901998.000000 Penalty: 5033.951660
	Iteration 12Q: 3 clusters Score -2901998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2902029.000000 Penalty: 5033.951660
	Iteration 13Q: 3 clusters Score -2902029 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2902045.250000 Penalty: 5033.951660
	Iteration 14Q: 3 clusters Score -2902045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2902073.250000 Penalty: 5033.951660
	Iteration 15Q: 3 clusters Score -2902073 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2902093.750000 Penalty: 5033.951660
	Iteration 16Q: 3 clusters Score -2902094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2902116.750000 Penalty: 5033.951660
	Iteration 17Q: 3 clusters Score -2902117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2902127.000000 Penalty: 5033.951660
	Iteration 18Q: 3 clusters Score -2902127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2902141.000000 Penalty: 5033.951660
	Iteration 19Q: 3 clusters Score -2902141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2902149.500000 Penalty: 5033.951660
	Iteration 20F: 3 clusters Score -2902150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2902169.250000 Penalty: 5033.951660
	Iteration 21Q: 3 clusters Score -2902169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2902175.000000 Penalty: 5033.951660
	Iteration 22Q: 3 clusters Score -2902175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2902184.750000 Penalty: 5033.951660
	Iteration 23Q: 3 clusters Score -2902185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2902186.750000 Penalty: 5033.951660
	Iteration 24Q: 3 clusters Score -2902187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2902193.250000 Penalty: 5033.951660
	Iteration 25Q: 3 clusters Score -2902193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2902199.000000 Penalty: 5033.951660
	Iteration 26Q: 3 clusters Score -2902199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2902200.750000 Penalty: 5033.951660
	Iteration 27Q: 3 clusters Score -2902201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2902207.250000 Penalty: 5033.951660
	Iteration 28Q: 3 clusters Score -2902207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2902222.500000 Penalty: 5033.951660
	Iteration 29Q: 3 clusters Score -2902222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2902220.250000 Penalty: 5033.951660
	Iteration 30Q: 3 clusters Score -2902220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2902226.250000 Penalty: 5033.951660
	Iteration 31Q: 3 clusters Score -2902226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2902218.750000 Penalty: 5033.951660
	Iteration 32Q: 3 clusters Score -2902219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2902218.000000 Penalty: 5033.951660
	Iteration 33Q: 3 clusters Score -2902218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2902221.750000 Penalty: 5033.951660
	Iteration 34Q: 3 clusters Score -2902222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2902224.500000 Penalty: 5033.951660
	Iteration 35Q: 3 clusters Score -2902224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2902221.750000 Penalty: 5033.951660
	Iteration 36Q: 3 clusters Score -2902222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2902221.750000 Penalty: 5033.951660
	Iteration 37Q: 3 clusters Score -2902222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2902228.000000 Penalty: 5033.951660
	Iteration 38Q: 3 clusters Score -2902228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2902229.500000 Penalty: 5033.951660
	Iteration 39Q: 3 clusters Score -2902230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2902226.000000 Penalty: 5033.951660
	Iteration 40F: 3 clusters Score -2902226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2902227.250000 Penalty: 5033.951660
	Iteration 41Q: 3 clusters Score -2902227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2902228.250000 Penalty: 5033.951660
	Iteration 42Q: 3 clusters Score -2902228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2902228.250000 Penalty: 5033.951660
	Iteration 43F: 3 clusters Score -2902228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244290 members 
Entering Unmasked Estep 
Score: -27546114.000000 Penalty: 3076.715820
	Iteration 0F: 2 clusters Score -2.754611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122234 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -27392808.000000 Penalty: 6153.431641
	Iteration 0F: 3 clusters Score -2.739281e+07 nChanged 117995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121625 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -27462240.000000 Penalty: 6153.431641
	Iteration 1F: 3 clusters Score -2.746224e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121191 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -27463098.000000 Penalty: 6153.431641
	Iteration 2Q: 3 clusters Score -2.74631e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 123892 members 
Entering Unmasked Estep 
Score: -27464066.000000 Penalty: 6153.431641
	Iteration 3Q: 3 clusters Score -2.746407e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 125161 members 
Entering Unmasked Estep 
Score: -27464914.000000 Penalty: 6153.431641
	Iteration 4Q: 3 clusters Score -2.746491e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -27466532.000000 Penalty: 6153.431641
	Iteration 5Q: 3 clusters Score -2.746653e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -27468344.000000 Penalty: 6153.431641
	Iteration 6Q: 3 clusters Score -2.746834e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 133852 members 
Entering Unmasked Estep 
Score: -27470770.000000 Penalty: 6153.431641
	Iteration 7Q: 3 clusters Score -2.747077e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 139395 members 
Entering Unmasked Estep 
Score: -27474750.000000 Penalty: 6153.431641
	Iteration 8Q: 3 clusters Score -2.747475e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -27481360.000000 Penalty: 6153.431641
	Iteration 9Q: 3 clusters Score -2.748136e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -27490608.000000 Penalty: 6153.431641
	Iteration 10F: 3 clusters Score -2.749061e+07 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -27502528.000000 Penalty: 6153.431641
	Iteration 11F: 3 clusters Score -2.750253e+07 nChanged 13902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 174058 members 
Entering Unmasked Estep 
Score: -27513540.000000 Penalty: 6153.431641
	Iteration 12F: 3 clusters Score -2.751354e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 180292 members 
Entering Unmasked Estep 
Score: -27520706.000000 Penalty: 6153.431641
	Iteration 13Q: 3 clusters Score -2.752071e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 185387 members 
Entering Unmasked Estep 
Score: -27524440.000000 Penalty: 6153.431641
	Iteration 14Q: 3 clusters Score -2.752444e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -27526652.000000 Penalty: 6153.431641
	Iteration 15Q: 3 clusters Score -2.752665e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 194482 members 
Entering Unmasked Estep 
Score: -27528594.000000 Penalty: 6153.431641
	Iteration 16Q: 3 clusters Score -2.752859e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 198796 members 
Entering Unmasked Estep 
Score: -27530318.000000 Penalty: 6153.431641
	Iteration 17Q: 3 clusters Score -2.753032e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 203190 members 
Entering Unmasked Estep 
Score: -27532016.000000 Penalty: 6153.431641
	Iteration 18Q: 3 clusters Score -2.753202e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 207576 members 
Entering Unmasked Estep 
Score: -27533632.000000 Penalty: 6153.431641
	Iteration 19Q: 3 clusters Score -2.753363e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 211900 members 
Entering Unmasked Estep 
Score: -27535384.000000 Penalty: 6153.431641
	Iteration 20F: 3 clusters Score -2.753538e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 216228 members 
Entering Unmasked Estep 
Score: -27537270.000000 Penalty: 6153.431641
	Iteration 21Q: 3 clusters Score -2.753727e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 220500 members 
Entering Unmasked Estep 
Score: -27538978.000000 Penalty: 6153.431641
	Iteration 22Q: 3 clusters Score -2.753898e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 224610 members 
Entering Unmasked Estep 
Score: -27539946.000000 Penalty: 6153.431641
	Iteration 23Q: 3 clusters Score -2.753995e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 228406 members 
Entering Unmasked Estep 
Score: -27540772.000000 Penalty: 6153.431641
	Iteration 24Q: 3 clusters Score -2.754077e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 231758 members 
Entering Unmasked Estep 
Score: -27541332.000000 Penalty: 6153.431641
	Iteration 25Q: 3 clusters Score -2.754133e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 234569 members 
Entering Unmasked Estep 
Score: -27541870.000000 Penalty: 6153.431641
	Iteration 26Q: 3 clusters Score -2.754187e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 236810 members 
Entering Unmasked Estep 
Score: -27542206.000000 Penalty: 6153.431641
	Iteration 27Q: 3 clusters Score -2.754221e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 238597 members 
Entering Unmasked Estep 
Score: -27542524.000000 Penalty: 6153.431641
	Iteration 28Q: 3 clusters Score -2.754252e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 239916 members 
Entering Unmasked Estep 
Score: -27542762.000000 Penalty: 6153.431641
	Iteration 29Q: 3 clusters Score -2.754276e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 240947 members 
Entering Unmasked Estep 
Score: -27543048.000000 Penalty: 6153.431641
	Iteration 30Q: 3 clusters Score -2.754305e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 241693 members 
Entering Unmasked Estep 
Score: -27543216.000000 Penalty: 6153.431641
	Iteration 31Q: 3 clusters Score -2.754322e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 242179 members 
Entering Unmasked Estep 
Score: -27543384.000000 Penalty: 6153.431641
	Iteration 32Q: 3 clusters Score -2.754338e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 242520 members 
Entering Unmasked Estep 
Score: -27543492.000000 Penalty: 6153.431641
	Iteration 33Q: 3 clusters Score -2.754349e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 242750 members 
Entering Unmasked Estep 
Score: -27543574.000000 Penalty: 6153.431641
	Iteration 34Q: 3 clusters Score -2.754357e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 242909 members 
Entering Unmasked Estep 
Score: -27543690.000000 Penalty: 6153.431641
	Iteration 35Q: 3 clusters Score -2.754369e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 243032 members 
Entering Unmasked Estep 
Score: -27543710.000000 Penalty: 6153.431641
	Iteration 36Q: 3 clusters Score -2.754371e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 243111 members 
Entering Unmasked Estep 
Score: -27543738.000000 Penalty: 6153.431641
	Iteration 37Q: 3 clusters Score -2.754374e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 243159 members 
Entering Unmasked Estep 
Score: -27543740.000000 Penalty: 6153.431641
	Iteration 38Q: 3 clusters Score -2.754374e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 243197 members 
Entering Unmasked Estep 
Score: -27543740.000000 Penalty: 6153.431641
	Iteration 39Q: 3 clusters Score -2.754374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 243230 members 
Entering Unmasked Estep 
Score: -27543750.000000 Penalty: 6153.431641
	Iteration 40F: 3 clusters Score -2.754375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 243262 members 
Entering Unmasked Estep 
Score: -27543752.000000 Penalty: 6153.431641
	Iteration 41Q: 3 clusters Score -2.754375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 243294 members 
Entering Unmasked Estep 
Score: -27543780.000000 Penalty: 6153.431641
	Iteration 42Q: 3 clusters Score -2.754378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 243315 members 
Entering Unmasked Estep 
Score: -27543786.000000 Penalty: 6153.431641
	Iteration 43Q: 3 clusters Score -2.754379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 243327 members 
Entering Unmasked Estep 
Score: -27543790.000000 Penalty: 6153.431641
	Iteration 44Q: 3 clusters Score -2.754379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 243335 members 
Entering Unmasked Estep 
Score: -27543812.000000 Penalty: 6153.431641
	Iteration 45Q: 3 clusters Score -2.754381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 243351 members 
Entering Unmasked Estep 
Score: -27543826.000000 Penalty: 6153.431641
	Iteration 46Q: 3 clusters Score -2.754383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 243365 members 
Entering Unmasked Estep 
Score: -27543810.000000 Penalty: 6153.431641
	Iteration 47Q: 3 clusters Score -2.754381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 243372 members 
Entering Unmasked Estep 
Score: -27543810.000000 Penalty: 6153.431641
	Iteration 48Q: 3 clusters Score -2.754381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 243377 members 
Entering Unmasked Estep 
Score: -27543832.000000 Penalty: 6153.431641
	Iteration 49Q: 3 clusters Score -2.754383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 243386 members 
Entering Unmasked Estep 
Score: -27543820.000000 Penalty: 6153.431641
	Iteration 50Q: 3 clusters Score -2.754382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 243390 members 
Entering Unmasked Estep 
Score: -27543830.000000 Penalty: 6153.431641
	Iteration 51Q: 3 clusters Score -2.754383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 243395 members 
Entering Unmasked Estep 
Score: -27543854.000000 Penalty: 6153.431641
	Iteration 52Q: 3 clusters Score -2.754385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 243402 members 
Entering Unmasked Estep 
Score: -27543828.000000 Penalty: 6153.431641
	Iteration 53Q: 3 clusters Score -2.754383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 243408 members 
Entering Unmasked Estep 
Score: -27543842.000000 Penalty: 6153.431641
	Iteration 54Q: 3 clusters Score -2.754384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 243410 members 
Entering Unmasked Estep 
Score: -27543850.000000 Penalty: 6153.431641
	Iteration 55Q: 3 clusters Score -2.754385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 243415 members 
Entering Unmasked Estep 
Score: -27543852.000000 Penalty: 6153.431641
	Iteration 56Q: 3 clusters Score -2.754385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -27543846.000000 Penalty: 6153.431641
	Iteration 57Q: 3 clusters Score -2.754385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -27543852.000000 Penalty: 6153.431641
	Iteration 58Q: 3 clusters Score -2.754385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 243422 members 
Entering Unmasked Estep 
Score: -27543854.000000 Penalty: 6153.431641
	Iteration 59Q: 3 clusters Score -2.754385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 243423 members 
Entering Unmasked Estep 
Score: -27543852.000000 Penalty: 6153.431641
	Iteration 60F: 3 clusters Score -2.754385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (240089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240089 members 
Entering Unmasked Estep 
Score: -26908654.000000 Penalty: 3072.413818
	Iteration 0F: 2 clusters Score -2.690865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 119847 members 
Entering Unmasked Estep 
Score: -26756756.000000 Penalty: 6144.827637
	Iteration 0F: 3 clusters Score -2.675676e+07 nChanged 115737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 118206 members 
Entering Unmasked Estep 
Score: -26824188.000000 Penalty: 6144.827637
	Iteration 1F: 3 clusters Score -2.682419e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122910 members 
Mstep: Class 2 contains 117179 members 
Entering Unmasked Estep 
Score: -26825162.000000 Penalty: 6144.827637
	Iteration 2Q: 3 clusters Score -2.682516e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124356 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -26826466.000000 Penalty: 6144.827637
	Iteration 3Q: 3 clusters Score -2.682647e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -26828006.000000 Penalty: 6144.827637
	Iteration 4Q: 3 clusters Score -2.682801e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129769 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -26830214.000000 Penalty: 6144.827637
	Iteration 5Q: 3 clusters Score -2.683021e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134594 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -26833116.000000 Penalty: 6144.827637
	Iteration 6Q: 3 clusters Score -2.683312e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -26837580.000000 Penalty: 6144.827637
	Iteration 7Q: 3 clusters Score -2.683758e+07 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -26843946.000000 Penalty: 6144.827637
	Iteration 8F: 3 clusters Score -2.684395e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -26851702.000000 Penalty: 6144.827637
	Iteration 9F: 3 clusters Score -2.68517e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169838 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -26860582.000000 Penalty: 6144.827637
	Iteration 10F: 3 clusters Score -2.686058e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178190 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -26869564.000000 Penalty: 6144.827637
	Iteration 11F: 3 clusters Score -2.686956e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184137 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -26876456.000000 Penalty: 6144.827637
	Iteration 12Q: 3 clusters Score -2.687646e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188001 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -26881096.000000 Penalty: 6144.827637
	Iteration 13Q: 3 clusters Score -2.68811e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190533 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -26884138.000000 Penalty: 6144.827637
	Iteration 14Q: 3 clusters Score -2.688414e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192625 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -26885840.000000 Penalty: 6144.827637
	Iteration 15Q: 3 clusters Score -2.688584e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194474 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -26886910.000000 Penalty: 6144.827637
	Iteration 16Q: 3 clusters Score -2.688691e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196311 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -26887910.000000 Penalty: 6144.827637
	Iteration 17Q: 3 clusters Score -2.688791e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198225 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -26889028.000000 Penalty: 6144.827637
	Iteration 18Q: 3 clusters Score -2.688903e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200233 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -26890028.000000 Penalty: 6144.827637
	Iteration 19Q: 3 clusters Score -2.689003e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -26891124.000000 Penalty: 6144.827637
	Iteration 20F: 3 clusters Score -2.689112e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204657 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -26892334.000000 Penalty: 6144.827637
	Iteration 21Q: 3 clusters Score -2.689233e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207003 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -26893426.000000 Penalty: 6144.827637
	Iteration 22Q: 3 clusters Score -2.689343e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209419 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -26894612.000000 Penalty: 6144.827637
	Iteration 23Q: 3 clusters Score -2.689461e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211910 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -26895896.000000 Penalty: 6144.827637
	Iteration 24Q: 3 clusters Score -2.68959e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214379 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -26897196.000000 Penalty: 6144.827637
	Iteration 25Q: 3 clusters Score -2.68972e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216910 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -26898534.000000 Penalty: 6144.827637
	Iteration 26Q: 3 clusters Score -2.689853e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219491 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -26899878.000000 Penalty: 6144.827637
	Iteration 27Q: 3 clusters Score -2.689988e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222027 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -26900762.000000 Penalty: 6144.827637
	Iteration 28Q: 3 clusters Score -2.690076e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224288 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -26901496.000000 Penalty: 6144.827637
	Iteration 29Q: 3 clusters Score -2.69015e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226353 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -26902184.000000 Penalty: 6144.827637
	Iteration 30Q: 3 clusters Score -2.690218e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228246 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -26902642.000000 Penalty: 6144.827637
	Iteration 31Q: 3 clusters Score -2.690264e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229972 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -26903196.000000 Penalty: 6144.827637
	Iteration 32Q: 3 clusters Score -2.69032e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231486 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -26903590.000000 Penalty: 6144.827637
	Iteration 33Q: 3 clusters Score -2.690359e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232819 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -26903978.000000 Penalty: 6144.827637
	Iteration 34Q: 3 clusters Score -2.690398e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233978 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -26904352.000000 Penalty: 6144.827637
	Iteration 35Q: 3 clusters Score -2.690435e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235000 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -26904822.000000 Penalty: 6144.827637
	Iteration 36Q: 3 clusters Score -2.690482e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235834 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -26905080.000000 Penalty: 6144.827637
	Iteration 37Q: 3 clusters Score -2.690508e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236486 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -26905282.000000 Penalty: 6144.827637
	Iteration 38Q: 3 clusters Score -2.690528e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236989 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -26905374.000000 Penalty: 6144.827637
	Iteration 39Q: 3 clusters Score -2.690537e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237377 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -26905540.000000 Penalty: 6144.827637
	Iteration 40F: 3 clusters Score -2.690554e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237712 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -26905652.000000 Penalty: 6144.827637
	Iteration 41Q: 3 clusters Score -2.690565e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237958 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -26905736.000000 Penalty: 6144.827637
	Iteration 42Q: 3 clusters Score -2.690574e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238184 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -26905812.000000 Penalty: 6144.827637
	Iteration 43Q: 3 clusters Score -2.690581e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238376 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -26905888.000000 Penalty: 6144.827637
	Iteration 44Q: 3 clusters Score -2.690589e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238533 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -26905912.000000 Penalty: 6144.827637
	Iteration 45Q: 3 clusters Score -2.690591e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238645 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -26906002.000000 Penalty: 6144.827637
	Iteration 46Q: 3 clusters Score -2.6906e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238719 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -26906036.000000 Penalty: 6144.827637
	Iteration 47Q: 3 clusters Score -2.690604e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238769 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -26906044.000000 Penalty: 6144.827637
	Iteration 48Q: 3 clusters Score -2.690604e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238810 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26906044.000000 Penalty: 6144.827637
	Iteration 49Q: 3 clusters Score -2.690604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238843 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -26906070.000000 Penalty: 6144.827637
	Iteration 50Q: 3 clusters Score -2.690607e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238881 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -26906074.000000 Penalty: 6144.827637
	Iteration 51Q: 3 clusters Score -2.690607e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238911 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -26906094.000000 Penalty: 6144.827637
	Iteration 52Q: 3 clusters Score -2.690609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238939 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -26906114.000000 Penalty: 6144.827637
	Iteration 53Q: 3 clusters Score -2.690611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238967 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -26906126.000000 Penalty: 6144.827637
	Iteration 54Q: 3 clusters Score -2.690613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238989 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -26906150.000000 Penalty: 6144.827637
	Iteration 55Q: 3 clusters Score -2.690615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239014 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -26906156.000000 Penalty: 6144.827637
	Iteration 56Q: 3 clusters Score -2.690616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239035 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -26906164.000000 Penalty: 6144.827637
	Iteration 57Q: 3 clusters Score -2.690616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239048 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -26906184.000000 Penalty: 6144.827637
	Iteration 58Q: 3 clusters Score -2.690618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239069 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -26906206.000000 Penalty: 6144.827637
	Iteration 59Q: 3 clusters Score -2.690621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239085 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -26906210.000000 Penalty: 6144.827637
	Iteration 60F: 3 clusters Score -2.690621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239092 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -26906194.000000 Penalty: 6144.827637
	Iteration 61Q: 3 clusters Score -2.690619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239097 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -26906206.000000 Penalty: 6144.827637
	Iteration 62Q: 3 clusters Score -2.690621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239102 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -26906228.000000 Penalty: 6144.827637
	Iteration 63Q: 3 clusters Score -2.690623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239106 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -26906222.000000 Penalty: 6144.827637
	Iteration 64Q: 3 clusters Score -2.690622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239116 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -26906204.000000 Penalty: 6144.827637
	Iteration 65Q: 3 clusters Score -2.69062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239123 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -26906220.000000 Penalty: 6144.827637
	Iteration 66Q: 3 clusters Score -2.690622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239130 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -26906202.000000 Penalty: 6144.827637
	Iteration 67Q: 3 clusters Score -2.69062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239133 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -26906226.000000 Penalty: 6144.827637
	Iteration 68Q: 3 clusters Score -2.690623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239135 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -26906226.000000 Penalty: 6144.827637
	Iteration 69Q: 3 clusters Score -2.690623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239139 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -26906240.000000 Penalty: 6144.827637
	Iteration 70Q: 3 clusters Score -2.690624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -26906226.000000 Penalty: 6144.827637
	Iteration 71Q: 3 clusters Score -2.690623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239144 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -26906232.000000 Penalty: 6144.827637
	Iteration 72Q: 3 clusters Score -2.690623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239146 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -26906234.000000 Penalty: 6144.827637
	Iteration 73Q: 3 clusters Score -2.690623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239146 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -26906234.000000 Penalty: 6144.827637
	Iteration 74F: 3 clusters Score -2.690623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Entering Unmasked Estep 
Score: -4819745.500000 Penalty: 2643.751953
	Iteration 0F: 2 clusters Score -4819746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -4791088.000000 Penalty: 5287.503906
	Iteration 0F: 3 clusters Score -4791088 nChanged 19421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4801661.000000 Penalty: 5287.503906
	Iteration 1F: 3 clusters Score -4801661 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4802348.500000 Penalty: 5287.503906
	Iteration 2Q: 3 clusters Score -4802348 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -4803233.500000 Penalty: 5287.503906
	Iteration 3Q: 3 clusters Score -4803234 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -4804396.500000 Penalty: 5287.503906
	Iteration 4F: 3 clusters Score -4804396 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4806122.500000 Penalty: 5287.503906
	Iteration 5F: 3 clusters Score -4806122 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4808486.000000 Penalty: 5287.503906
	Iteration 6F: 3 clusters Score -4808486 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -4811097.000000 Penalty: 5287.503906
	Iteration 7F: 3 clusters Score -4811097 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4813348.500000 Penalty: 5287.503906
	Iteration 8F: 3 clusters Score -4813348 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -4815042.000000 Penalty: 5287.503906
	Iteration 9Q: 3 clusters Score -4815042 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4816102.000000 Penalty: 5287.503906
	Iteration 10Q: 3 clusters Score -4816102 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -4816667.000000 Penalty: 5287.503906
	Iteration 11Q: 3 clusters Score -4816667 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4816989.000000 Penalty: 5287.503906
	Iteration 12Q: 3 clusters Score -4816989 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -4817179.500000 Penalty: 5287.503906
	Iteration 13Q: 3 clusters Score -4817180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -4817253.000000 Penalty: 5287.503906
	Iteration 14Q: 3 clusters Score -4817253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4817319.000000 Penalty: 5287.503906
	Iteration 15Q: 3 clusters Score -4817319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4817353.000000 Penalty: 5287.503906
	Iteration 16Q: 3 clusters Score -4817353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -4817358.000000 Penalty: 5287.503906
	Iteration 17Q: 3 clusters Score -4817358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -4817383.500000 Penalty: 5287.503906
	Iteration 18Q: 3 clusters Score -4817384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -4817401.000000 Penalty: 5287.503906
	Iteration 19Q: 3 clusters Score -4817401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4817403.500000 Penalty: 5287.503906
	Iteration 20F: 3 clusters Score -4817404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -4817414.000000 Penalty: 5287.503906
	Iteration 21Q: 3 clusters Score -4817414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -4817426.500000 Penalty: 5287.503906
	Iteration 22Q: 3 clusters Score -4817426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4817436.000000 Penalty: 5287.503906
	Iteration 23Q: 3 clusters Score -4817436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4817442.500000 Penalty: 5287.503906
	Iteration 24Q: 3 clusters Score -4817442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4817442.500000 Penalty: 5287.503906
	Iteration 25F: 3 clusters Score -4817442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Entering Unmasked Estep 
Score: -5066821.000000 Penalty: 2654.365479
	Iteration 0F: 2 clusters Score -5066821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5036762.000000 Penalty: 5308.730957
	Iteration 0F: 3 clusters Score -5036762 nChanged 20354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5047802.000000 Penalty: 5308.730957
	Iteration 1F: 3 clusters Score -5047802 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5048281.500000 Penalty: 5308.730957
	Iteration 2Q: 3 clusters Score -5048282 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -5048757.000000 Penalty: 5308.730957
	Iteration 3Q: 3 clusters Score -5048757 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5049273.000000 Penalty: 5308.730957
	Iteration 4Q: 3 clusters Score -5049273 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5049948.500000 Penalty: 5308.730957
	Iteration 5Q: 3 clusters Score -5049948 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -5050906.000000 Penalty: 5308.730957
	Iteration 6Q: 3 clusters Score -5050906 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -5052419.000000 Penalty: 5308.730957
	Iteration 7F: 3 clusters Score -5052419 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5054439.000000 Penalty: 5308.730957
	Iteration 8F: 3 clusters Score -5054439 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -5056937.500000 Penalty: 5308.730957
	Iteration 9F: 3 clusters Score -5056938 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5059422.500000 Penalty: 5308.730957
	Iteration 10F: 3 clusters Score -5059422 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -5061278.500000 Penalty: 5308.730957
	Iteration 11Q: 3 clusters Score -5061278 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5062226.000000 Penalty: 5308.730957
	Iteration 12Q: 3 clusters Score -5062226 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -5062761.500000 Penalty: 5308.730957
	Iteration 13Q: 3 clusters Score -5062762 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5063063.500000 Penalty: 5308.730957
	Iteration 14Q: 3 clusters Score -5063064 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5063306.000000 Penalty: 5308.730957
	Iteration 15Q: 3 clusters Score -5063306 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5063505.000000 Penalty: 5308.730957
	Iteration 16Q: 3 clusters Score -5063505 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5063717.500000 Penalty: 5308.730957
	Iteration 17Q: 3 clusters Score -5063718 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5063907.500000 Penalty: 5308.730957
	Iteration 18Q: 3 clusters Score -5063908 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -5064072.500000 Penalty: 5308.730957
	Iteration 19Q: 3 clusters Score -5064072 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -5064213.500000 Penalty: 5308.730957
	Iteration 20F: 3 clusters Score -5064214 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5064317.500000 Penalty: 5308.730957
	Iteration 21Q: 3 clusters Score -5064318 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5064418.000000 Penalty: 5308.730957
	Iteration 22Q: 3 clusters Score -5064418 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5064512.000000 Penalty: 5308.730957
	Iteration 23Q: 3 clusters Score -5064512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5064577.000000 Penalty: 5308.730957
	Iteration 24Q: 3 clusters Score -5064577 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5064621.500000 Penalty: 5308.730957
	Iteration 25Q: 3 clusters Score -5064622 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5064670.000000 Penalty: 5308.730957
	Iteration 26Q: 3 clusters Score -5064670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5064709.000000 Penalty: 5308.730957
	Iteration 27Q: 3 clusters Score -5064709 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5064729.500000 Penalty: 5308.730957
	Iteration 28Q: 3 clusters Score -5064730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5064758.000000 Penalty: 5308.730957
	Iteration 29Q: 3 clusters Score -5064758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5064768.500000 Penalty: 5308.730957
	Iteration 30Q: 3 clusters Score -5064768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5064791.000000 Penalty: 5308.730957
	Iteration 31Q: 3 clusters Score -5064791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5064811.000000 Penalty: 5308.730957
	Iteration 32Q: 3 clusters Score -5064811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5064823.000000 Penalty: 5308.730957
	Iteration 33Q: 3 clusters Score -5064823 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5064837.500000 Penalty: 5308.730957
	Iteration 34Q: 3 clusters Score -5064838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5064837.500000 Penalty: 5308.730957
	Iteration 35Q: 3 clusters Score -5064838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5064849.500000 Penalty: 5308.730957
	Iteration 36Q: 3 clusters Score -5064850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5064874.000000 Penalty: 5308.730957
	Iteration 37Q: 3 clusters Score -5064874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -5064873.500000 Penalty: 5308.730957
	Iteration 38Q: 3 clusters Score -5064874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5064878.000000 Penalty: 5308.730957
	Iteration 39Q: 3 clusters Score -5064878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -5064881.000000 Penalty: 5308.730957
	Iteration 40F: 3 clusters Score -5064881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5064882.500000 Penalty: 5308.730957
	Iteration 41Q: 3 clusters Score -5064882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -5064888.500000 Penalty: 5308.730957
	Iteration 42Q: 3 clusters Score -5064888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5064892.500000 Penalty: 5308.730957
	Iteration 43Q: 3 clusters Score -5064892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5064893.500000 Penalty: 5308.730957
	Iteration 44Q: 3 clusters Score -5064894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5064899.000000 Penalty: 5308.730957
	Iteration 45Q: 3 clusters Score -5064899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -5064903.500000 Penalty: 5308.730957
	Iteration 46Q: 3 clusters Score -5064904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -5064900.500000 Penalty: 5308.730957
	Iteration 47Q: 3 clusters Score -5064900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5064904.000000 Penalty: 5308.730957
	Iteration 48Q: 3 clusters Score -5064904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5064900.500000 Penalty: 5308.730957
	Iteration 49Q: 3 clusters Score -5064900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5064902.500000 Penalty: 5308.730957
	Iteration 50Q: 3 clusters Score -5064902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -5064908.500000 Penalty: 5308.730957
	Iteration 51Q: 3 clusters Score -5064908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5064908.000000 Penalty: 5308.730957
	Iteration 52Q: 3 clusters Score -5064908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5064906.500000 Penalty: 5308.730957
	Iteration 53Q: 3 clusters Score -5064906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -5064908.500000 Penalty: 5308.730957
	Iteration 54Q: 3 clusters Score -5064908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -5064906.000000 Penalty: 5308.730957
	Iteration 55Q: 3 clusters Score -5064906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5064903.000000 Penalty: 5308.730957
	Iteration 56Q: 3 clusters Score -5064903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -5064903.500000 Penalty: 5308.730957
	Iteration 57Q: 3 clusters Score -5064904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -5064899.500000 Penalty: 5308.730957
	Iteration 58Q: 3 clusters Score -5064900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5064896.500000 Penalty: 5308.730957
	Iteration 59Q: 3 clusters Score -5064896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5064907.500000 Penalty: 5308.730957
	Iteration 60F: 3 clusters Score -5064908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5064910.000000 Penalty: 5308.730957
	Iteration 61Q: 3 clusters Score -5064910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5064916.000000 Penalty: 5308.730957
	Iteration 62Q: 3 clusters Score -5064916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -5064918.500000 Penalty: 5308.730957
	Iteration 63Q: 3 clusters Score -5064918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5064912.500000 Penalty: 5308.730957
	Iteration 64Q: 3 clusters Score -5064912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5064912.500000 Penalty: 5308.730957
	Iteration 65F: 3 clusters Score -5064912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Entering Unmasked Estep 
Score: -3849185.250000 Penalty: 2586.556885
	Iteration 0F: 2 clusters Score -3849185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3826008.250000 Penalty: 5173.113770
	Iteration 0F: 3 clusters Score -3826008 nChanged 15399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3834261.250000 Penalty: 5173.113770
	Iteration 1F: 3 clusters Score -3834261 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3834766.500000 Penalty: 5173.113770
	Iteration 2Q: 3 clusters Score -3834766 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3835275.750000 Penalty: 5173.113770
	Iteration 3Q: 3 clusters Score -3835276 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3835865.750000 Penalty: 5173.113770
	Iteration 4Q: 3 clusters Score -3835866 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3836494.000000 Penalty: 5173.113770
	Iteration 5Q: 3 clusters Score -3836494 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3837232.500000 Penalty: 5173.113770
	Iteration 6Q: 3 clusters Score -3837232 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3838023.000000 Penalty: 5173.113770
	Iteration 7Q: 3 clusters Score -3838023 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3838900.750000 Penalty: 5173.113770
	Iteration 8Q: 3 clusters Score -3838901 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3839935.250000 Penalty: 5173.113770
	Iteration 9Q: 3 clusters Score -3839935 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3841044.000000 Penalty: 5173.113770
	Iteration 10Q: 3 clusters Score -3841044 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3842081.000000 Penalty: 5173.113770
	Iteration 11Q: 3 clusters Score -3842081 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3842921.500000 Penalty: 5173.113770
	Iteration 12Q: 3 clusters Score -3842922 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3843505.250000 Penalty: 5173.113770
	Iteration 13Q: 3 clusters Score -3843505 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3843897.500000 Penalty: 5173.113770
	Iteration 14Q: 3 clusters Score -3843898 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3844121.750000 Penalty: 5173.113770
	Iteration 15Q: 3 clusters Score -3844122 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3844243.250000 Penalty: 5173.113770
	Iteration 16Q: 3 clusters Score -3844243 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3844346.500000 Penalty: 5173.113770
	Iteration 17Q: 3 clusters Score -3844346 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3844428.500000 Penalty: 5173.113770
	Iteration 18Q: 3 clusters Score -3844428 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3844544.750000 Penalty: 5173.113770
	Iteration 19Q: 3 clusters Score -3844545 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3844633.000000 Penalty: 5173.113770
	Iteration 20F: 3 clusters Score -3844633 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3844728.500000 Penalty: 5173.113770
	Iteration 21Q: 3 clusters Score -3844728 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3844796.750000 Penalty: 5173.113770
	Iteration 22Q: 3 clusters Score -3844797 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3844889.000000 Penalty: 5173.113770
	Iteration 23Q: 3 clusters Score -3844889 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3844977.500000 Penalty: 5173.113770
	Iteration 24Q: 3 clusters Score -3844978 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3845028.500000 Penalty: 5173.113770
	Iteration 25Q: 3 clusters Score -3845028 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3845078.000000 Penalty: 5173.113770
	Iteration 26Q: 3 clusters Score -3845078 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3845141.250000 Penalty: 5173.113770
	Iteration 27Q: 3 clusters Score -3845141 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3845189.250000 Penalty: 5173.113770
	Iteration 28Q: 3 clusters Score -3845189 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3845265.000000 Penalty: 5173.113770
	Iteration 29Q: 3 clusters Score -3845265 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3845332.000000 Penalty: 5173.113770
	Iteration 30Q: 3 clusters Score -3845332 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3845410.500000 Penalty: 5173.113770
	Iteration 31Q: 3 clusters Score -3845410 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3845482.250000 Penalty: 5173.113770
	Iteration 32Q: 3 clusters Score -3845482 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3845574.500000 Penalty: 5173.113770
	Iteration 33Q: 3 clusters Score -3845574 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3845683.500000 Penalty: 5173.113770
	Iteration 34Q: 3 clusters Score -3845684 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3845731.750000 Penalty: 5173.113770
	Iteration 35Q: 3 clusters Score -3845732 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3845795.750000 Penalty: 5173.113770
	Iteration 36Q: 3 clusters Score -3845796 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -3845859.000000 Penalty: 5173.113770
	Iteration 37Q: 3 clusters Score -3845859 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3845922.500000 Penalty: 5173.113770
	Iteration 38Q: 3 clusters Score -3845922 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3845983.750000 Penalty: 5173.113770
	Iteration 39Q: 3 clusters Score -3845984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3846052.500000 Penalty: 5173.113770
	Iteration 40F: 3 clusters Score -3846052 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3846117.250000 Penalty: 5173.113770
	Iteration 41Q: 3 clusters Score -3846117 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3846187.500000 Penalty: 5173.113770
	Iteration 42Q: 3 clusters Score -3846188 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3846267.000000 Penalty: 5173.113770
	Iteration 43Q: 3 clusters Score -3846267 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3846330.250000 Penalty: 5173.113770
	Iteration 44Q: 3 clusters Score -3846330 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3846399.500000 Penalty: 5173.113770
	Iteration 45Q: 3 clusters Score -3846400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3846453.500000 Penalty: 5173.113770
	Iteration 46Q: 3 clusters Score -3846454 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3846505.750000 Penalty: 5173.113770
	Iteration 47Q: 3 clusters Score -3846506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3846559.250000 Penalty: 5173.113770
	Iteration 48Q: 3 clusters Score -3846559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3846590.250000 Penalty: 5173.113770
	Iteration 49Q: 3 clusters Score -3846590 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3846627.000000 Penalty: 5173.113770
	Iteration 50Q: 3 clusters Score -3846627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -3846661.250000 Penalty: 5173.113770
	Iteration 51Q: 3 clusters Score -3846661 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3846690.750000 Penalty: 5173.113770
	Iteration 52Q: 3 clusters Score -3846691 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3846718.000000 Penalty: 5173.113770
	Iteration 53Q: 3 clusters Score -3846718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -3846747.750000 Penalty: 5173.113770
	Iteration 54Q: 3 clusters Score -3846748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3846774.750000 Penalty: 5173.113770
	Iteration 55Q: 3 clusters Score -3846775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -3846803.000000 Penalty: 5173.113770
	Iteration 56Q: 3 clusters Score -3846803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -3846819.250000 Penalty: 5173.113770
	Iteration 57Q: 3 clusters Score -3846819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -3846841.500000 Penalty: 5173.113770
	Iteration 58Q: 3 clusters Score -3846842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -3846859.500000 Penalty: 5173.113770
	Iteration 59Q: 3 clusters Score -3846860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -3846873.750000 Penalty: 5173.113770
	Iteration 60F: 3 clusters Score -3846874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3846885.000000 Penalty: 5173.113770
	Iteration 61Q: 3 clusters Score -3846885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -3846892.500000 Penalty: 5173.113770
	Iteration 62Q: 3 clusters Score -3846892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -3846899.750000 Penalty: 5173.113770
	Iteration 63Q: 3 clusters Score -3846900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -3846905.750000 Penalty: 5173.113770
	Iteration 64Q: 3 clusters Score -3846906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3846912.500000 Penalty: 5173.113770
	Iteration 65Q: 3 clusters Score -3846912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3846913.750000 Penalty: 5173.113770
	Iteration 66Q: 3 clusters Score -3846914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3846913.750000 Penalty: 5173.113770
	Iteration 67Q: 3 clusters Score -3846914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3846922.500000 Penalty: 5173.113770
	Iteration 68Q: 3 clusters Score -3846922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3846922.000000 Penalty: 5173.113770
	Iteration 69Q: 3 clusters Score -3846922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3846921.750000 Penalty: 5173.113770
	Iteration 70Q: 3 clusters Score -3846922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3846922.750000 Penalty: 5173.113770
	Iteration 71Q: 3 clusters Score -3846923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3846928.000000 Penalty: 5173.113770
	Iteration 72Q: 3 clusters Score -3846928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3846929.250000 Penalty: 5173.113770
	Iteration 73Q: 3 clusters Score -3846929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -3846929.500000 Penalty: 5173.113770
	Iteration 74Q: 3 clusters Score -3846930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3846927.000000 Penalty: 5173.113770
	Iteration 75Q: 3 clusters Score -3846927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3846927.000000 Penalty: 5173.113770
	Iteration 76F: 3 clusters Score -3846927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 37205 members 
Mstep: Class 5 contains 46274 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 18059 members 
Mstep: Class 15 contains 25568 members 
Mstep: Class 16 contains 244290 members 
Mstep: Class 18 contains 240089 members 
Mstep: Class 19 contains 42629 members 
Mstep: Class 21 contains 44493 members 
Mstep: Class 22 contains 33849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 21 clusters Score -8.859896e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 7631 members 
Mstep: Class 4 contains 37195 members 
Mstep: Class 5 contains 46288 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 25531 members 
Mstep: Class 16 contains 244490 members 
Mstep: Class 18 contains 239990 members 
Mstep: Class 19 contains 42573 members 
Mstep: Class 21 contains 44488 members 
Mstep: Class 22 contains 33864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 21 clusters Score -8.859923e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 7648 members 
Mstep: Class 4 contains 37182 members 
Mstep: Class 5 contains 46316 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 18044 members 
Mstep: Class 15 contains 25487 members 
Mstep: Class 16 contains 244622 members 
Mstep: Class 18 contains 239936 members 
Mstep: Class 19 contains 42512 members 
Mstep: Class 21 contains 44488 members 
Mstep: Class 22 contains 33899 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 21 clusters Score -8.859932e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 4 contains 37174 members 
Mstep: Class 5 contains 46328 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 18041 members 
Mstep: Class 15 contains 25439 members 
Mstep: Class 16 contains 244732 members 
Mstep: Class 18 contains 239915 members 
Mstep: Class 19 contains 42466 members 
Mstep: Class 21 contains 44485 members 
Mstep: Class 22 contains 33930 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 21 clusters Score -8.859956e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 37170 members 
Mstep: Class 5 contains 46344 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5935 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 18043 members 
Mstep: Class 15 contains 25404 members 
Mstep: Class 16 contains 244804 members 
Mstep: Class 18 contains 239926 members 
Mstep: Class 19 contains 42412 members 
Mstep: Class 21 contains 44475 members 
Mstep: Class 22 contains 33958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 21 clusters Score -8.859936e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 37164 members 
Mstep: Class 5 contains 46355 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 25366 members 
Mstep: Class 16 contains 244847 members 
Mstep: Class 18 contains 239951 members 
Mstep: Class 19 contains 42370 members 
Mstep: Class 21 contains 44470 members 
Mstep: Class 22 contains 33998 members 
Entering Unmasked Estep 
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Iteration 204Q: 21 clusters Score -8.859947e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 37159 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 18049 members 
Mstep: Class 15 contains 25324 members 
Mstep: Class 16 contains 244926 members 
Mstep: Class 18 contains 239949 members 
Mstep: Class 19 contains 42329 members 
Mstep: Class 21 contains 44466 members 
Mstep: Class 22 contains 34033 members 
Entering Unmasked Estep 
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Iteration 205Q: 21 clusters Score -8.859946e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 4320 members 
Mstep: Class 3 contains 7705 members 
Mstep: Class 4 contains 37146 members 
Mstep: Class 5 contains 46347 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 18046 members 
Mstep: Class 15 contains 25292 members 
Mstep: Class 16 contains 245018 members 
Mstep: Class 18 contains 239952 members 
Mstep: Class 19 contains 42282 members 
Mstep: Class 21 contains 44461 members 
Mstep: Class 22 contains 34062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 21 clusters Score -8.85994e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 4336 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 37136 members 
Mstep: Class 5 contains 46344 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 18032 members 
Mstep: Class 15 contains 25264 members 
Mstep: Class 16 contains 245131 members 
Mstep: Class 18 contains 239947 members 
Mstep: Class 19 contains 42239 members 
Mstep: Class 21 contains 44449 members 
Mstep: Class 22 contains 34078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 21 clusters Score -8.859948e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 37135 members 
Mstep: Class 5 contains 46343 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 18022 members 
Mstep: Class 15 contains 25237 members 
Mstep: Class 16 contains 245210 members 
Mstep: Class 18 contains 239936 members 
Mstep: Class 19 contains 42195 members 
Mstep: Class 21 contains 44427 members 
Mstep: Class 22 contains 34116 members 
Entering Unmasked Estep 
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Iteration 208Q: 21 clusters Score -8.859946e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 37122 members 
Mstep: Class 5 contains 46342 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 4556 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 25217 members 
Mstep: Class 16 contains 245273 members 
Mstep: Class 18 contains 239942 members 
Mstep: Class 19 contains 42154 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 34152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 21 clusters Score -8.859955e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 7746 members 
Mstep: Class 4 contains 37120 members 
Mstep: Class 5 contains 46332 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5935 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 18017 members 
Mstep: Class 15 contains 25197 members 
Mstep: Class 16 contains 245356 members 
Mstep: Class 18 contains 239923 members 
Mstep: Class 19 contains 42118 members 
Mstep: Class 21 contains 44409 members 
Mstep: Class 22 contains 34186 members 
Entering Unmasked Estep 
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Iteration 210Q: 21 clusters Score -8.859963e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 37120 members 
Mstep: Class 5 contains 46320 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 4511 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 25178 members 
Mstep: Class 16 contains 245411 members 
Mstep: Class 18 contains 239962 members 
Mstep: Class 19 contains 42074 members 
Mstep: Class 21 contains 44393 members 
Mstep: Class 22 contains 34229 members 
Entering Unmasked Estep 
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Iteration 211Q: 21 clusters Score -8.859962e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 37115 members 
Mstep: Class 5 contains 46310 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 18004 members 
Mstep: Class 15 contains 25165 members 
Mstep: Class 16 contains 245470 members 
Mstep: Class 18 contains 239987 members 
Mstep: Class 19 contains 42023 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 34264 members 
Entering Unmasked Estep 
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Iteration 212Q: 21 clusters Score -8.859956e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 7747 members 
Mstep: Class 4 contains 37111 members 
Mstep: Class 5 contains 46314 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 25151 members 
Mstep: Class 16 contains 245518 members 
Mstep: Class 18 contains 240011 members 
Mstep: Class 19 contains 41963 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 34309 members 
Entering Unmasked Estep 
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Iteration 213Q: 21 clusters Score -8.859955e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 7744 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 46316 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 25133 members 
Mstep: Class 16 contains 245607 members 
Mstep: Class 18 contains 239986 members 
Mstep: Class 19 contains 41903 members 
Mstep: Class 21 contains 44379 members 
Mstep: Class 22 contains 34344 members 
Entering Unmasked Estep 
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Iteration 214Q: 21 clusters Score -8.859947e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 37124 members 
Mstep: Class 5 contains 46320 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 17991 members 
Mstep: Class 15 contains 25122 members 
Mstep: Class 16 contains 245735 members 
Mstep: Class 18 contains 239914 members 
Mstep: Class 19 contains 41849 members 
Mstep: Class 21 contains 44375 members 
Mstep: Class 22 contains 34357 members 
Entering Unmasked Estep 
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Iteration 215Q: 21 clusters Score -8.859959e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 7755 members 
Mstep: Class 4 contains 37122 members 
Mstep: Class 5 contains 46313 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 17992 members 
Mstep: Class 15 contains 25112 members 
Mstep: Class 16 contains 245868 members 
Mstep: Class 18 contains 239798 members 
Mstep: Class 19 contains 41815 members 
Mstep: Class 21 contains 44383 members 
Mstep: Class 22 contains 34365 members 
Entering Unmasked Estep 
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Iteration 216Q: 21 clusters Score -8.85996e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 4532 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 37124 members 
Mstep: Class 5 contains 46308 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 17990 members 
Mstep: Class 15 contains 25102 members 
Mstep: Class 16 contains 245988 members 
Mstep: Class 18 contains 239695 members 
Mstep: Class 19 contains 41775 members 
Mstep: Class 21 contains 44388 members 
Mstep: Class 22 contains 34386 members 
Entering Unmasked Estep 
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Iteration 217Q: 21 clusters Score -8.859958e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 37134 members 
Mstep: Class 5 contains 46306 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 15 contains 25083 members 
Mstep: Class 16 contains 246096 members 
Mstep: Class 18 contains 239609 members 
Mstep: Class 19 contains 41740 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 34411 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 21 clusters Score -8.859958e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 4563 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 37139 members 
Mstep: Class 5 contains 46315 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 25064 members 
Mstep: Class 16 contains 246175 members 
Mstep: Class 18 contains 239543 members 
Mstep: Class 19 contains 41704 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 34432 members 
Entering Unmasked Estep 
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Iteration 219Q: 21 clusters Score -8.859969e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 37152 members 
Mstep: Class 5 contains 46325 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 18001 members 
Mstep: Class 15 contains 25039 members 
Mstep: Class 16 contains 246242 members 
Mstep: Class 18 contains 239531 members 
Mstep: Class 19 contains 41648 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 34436 members 
Entering Unmasked Estep 
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Iteration 220F: 21 clusters Score -8.859978e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 4591 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 37157 members 
Mstep: Class 5 contains 46324 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 15 contains 25019 members 
Mstep: Class 16 contains 246320 members 
Mstep: Class 18 contains 239516 members 
Mstep: Class 19 contains 41602 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 34459 members 
Entering Unmasked Estep 
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Iteration 221Q: 21 clusters Score -8.859966e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 4608 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 37164 members 
Mstep: Class 5 contains 46320 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 17984 members 
Mstep: Class 15 contains 25000 members 
Mstep: Class 16 contains 246382 members 
Mstep: Class 18 contains 239501 members 
Mstep: Class 19 contains 41568 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 34473 members 
Entering Unmasked Estep 
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Iteration 222Q: 21 clusters Score -8.859954e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 37160 members 
Mstep: Class 5 contains 46325 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 4317 members 
Mstep: Class 14 contains 17982 members 
Mstep: Class 15 contains 24986 members 
Mstep: Class 16 contains 246405 members 
Mstep: Class 18 contains 239510 members 
Mstep: Class 19 contains 41534 members 
Mstep: Class 21 contains 44381 members 
Mstep: Class 22 contains 34491 members 
Entering Unmasked Estep 
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Iteration 223Q: 21 clusters Score -8.859948e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 37158 members 
Mstep: Class 5 contains 46335 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 24973 members 
Mstep: Class 16 contains 246438 members 
Mstep: Class 18 contains 239498 members 
Mstep: Class 19 contains 41507 members 
Mstep: Class 21 contains 44375 members 
Mstep: Class 22 contains 34499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 21 clusters Score -8.859947e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 7772 members 
Mstep: Class 4 contains 37158 members 
Mstep: Class 5 contains 46340 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5926 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 24961 members 
Mstep: Class 16 contains 246460 members 
Mstep: Class 18 contains 239513 members 
Mstep: Class 19 contains 41479 members 
Mstep: Class 21 contains 44368 members 
Mstep: Class 22 contains 34499 members 
Entering Unmasked Estep 
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Iteration 225Q: 21 clusters Score -8.859942e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 7776 members 
Mstep: Class 4 contains 37158 members 
Mstep: Class 5 contains 46352 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 4287 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 24952 members 
Mstep: Class 16 contains 246468 members 
Mstep: Class 18 contains 239504 members 
Mstep: Class 19 contains 41455 members 
Mstep: Class 21 contains 44372 members 
Mstep: Class 22 contains 34511 members 
Entering Unmasked Estep 
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Iteration 226Q: 21 clusters Score -8.85995e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 7778 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 46351 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 24939 members 
Mstep: Class 16 contains 246497 members 
Mstep: Class 18 contains 239521 members 
Mstep: Class 19 contains 41422 members 
Mstep: Class 21 contains 44376 members 
Mstep: Class 22 contains 34512 members 
Entering Unmasked Estep 
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Iteration 227Q: 21 clusters Score -8.859945e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 7780 members 
Mstep: Class 4 contains 37142 members 
Mstep: Class 5 contains 46361 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 24932 members 
Mstep: Class 16 contains 246524 members 
Mstep: Class 18 contains 239515 members 
Mstep: Class 19 contains 41393 members 
Mstep: Class 21 contains 44384 members 
Mstep: Class 22 contains 34512 members 
Entering Unmasked Estep 
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Iteration 228Q: 21 clusters Score -8.85994e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 7783 members 
Mstep: Class 4 contains 37136 members 
Mstep: Class 5 contains 46370 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 24925 members 
Mstep: Class 16 contains 246544 members 
Mstep: Class 18 contains 239513 members 
Mstep: Class 19 contains 41374 members 
Mstep: Class 21 contains 44383 members 
Mstep: Class 22 contains 34518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 21 clusters Score -8.859941e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 37127 members 
Mstep: Class 5 contains 46381 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 17972 members 
Mstep: Class 15 contains 24920 members 
Mstep: Class 16 contains 246564 members 
Mstep: Class 18 contains 239512 members 
Mstep: Class 19 contains 41349 members 
Mstep: Class 21 contains 44375 members 
Mstep: Class 22 contains 34524 members 
Entering Unmasked Estep 
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Iteration 230Q: 21 clusters Score -8.859937e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 7792 members 
Mstep: Class 4 contains 37120 members 
Mstep: Class 5 contains 46396 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 24915 members 
Mstep: Class 16 contains 246553 members 
Mstep: Class 18 contains 239516 members 
Mstep: Class 19 contains 41333 members 
Mstep: Class 21 contains 44374 members 
Mstep: Class 22 contains 34533 members 
Entering Unmasked Estep 
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Iteration 231Q: 21 clusters Score -8.859956e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 7800 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 46413 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 24914 members 
Mstep: Class 16 contains 246526 members 
Mstep: Class 18 contains 239537 members 
Mstep: Class 19 contains 41314 members 
Mstep: Class 21 contains 44375 members 
Mstep: Class 22 contains 34544 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 21 clusters Score -8.859948e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 7807 members 
Mstep: Class 4 contains 37106 members 
Mstep: Class 5 contains 46434 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 4249 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 24908 members 
Mstep: Class 16 contains 246517 members 
Mstep: Class 18 contains 239568 members 
Mstep: Class 19 contains 41287 members 
Mstep: Class 21 contains 44366 members 
Mstep: Class 22 contains 34552 members 
Entering Unmasked Estep 
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Iteration 233Q: 21 clusters Score -8.859946e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 7812 members 
Mstep: Class 4 contains 37106 members 
Mstep: Class 5 contains 46448 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 24900 members 
Mstep: Class 16 contains 246527 members 
Mstep: Class 18 contains 239581 members 
Mstep: Class 19 contains 41264 members 
Mstep: Class 21 contains 44355 members 
Mstep: Class 22 contains 34564 members 
Entering Unmasked Estep 
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Iteration 234Q: 21 clusters Score -8.859968e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 7816 members 
Mstep: Class 4 contains 37098 members 
Mstep: Class 5 contains 46453 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 24891 members 
Mstep: Class 16 contains 246558 members 
Mstep: Class 18 contains 239575 members 
Mstep: Class 19 contains 41247 members 
Mstep: Class 21 contains 44345 members 
Mstep: Class 22 contains 34572 members 
Entering Unmasked Estep 
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Iteration 235Q: 21 clusters Score -8.859968e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 37092 members 
Mstep: Class 5 contains 46471 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 14 contains 17972 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 246579 members 
Mstep: Class 18 contains 239560 members 
Mstep: Class 19 contains 41228 members 
Mstep: Class 21 contains 44347 members 
Mstep: Class 22 contains 34582 members 
Entering Unmasked Estep 
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Iteration 236Q: 21 clusters Score -8.859973e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 37088 members 
Mstep: Class 5 contains 46487 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 17969 members 
Mstep: Class 15 contains 24885 members 
Mstep: Class 16 contains 246604 members 
Mstep: Class 18 contains 239529 members 
Mstep: Class 19 contains 41219 members 
Mstep: Class 21 contains 44345 members 
Mstep: Class 22 contains 34597 members 
Entering Unmasked Estep 
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Iteration 237Q: 21 clusters Score -8.859974e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 7828 members 
Mstep: Class 4 contains 37078 members 
Mstep: Class 5 contains 46494 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 4215 members 
Mstep: Class 14 contains 17966 members 
Mstep: Class 15 contains 24878 members 
Mstep: Class 16 contains 246651 members 
Mstep: Class 18 contains 239469 members 
Mstep: Class 19 contains 41212 members 
Mstep: Class 21 contains 44352 members 
Mstep: Class 22 contains 34618 members 
Entering Unmasked Estep 
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Iteration 238Q: 21 clusters Score -8.85997e+07 nChanged 354
Entering ConstructFrom: 
Score: -88599696.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (41598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Entering Unmasked Estep 
Score: -4704330.500000 Penalty: 2637.680176
	Iteration 0F: 2 clusters Score -4704330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4676203.000000 Penalty: 5275.360352
	Iteration 0F: 3 clusters Score -4676203 nChanged 18936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4686748.500000 Penalty: 5275.360352
	Iteration 1F: 3 clusters Score -4686748 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4687433.000000 Penalty: 5275.360352
	Iteration 2Q: 3 clusters Score -4687433 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4688232.000000 Penalty: 5275.360352
	Iteration 3Q: 3 clusters Score -4688232 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -4689169.500000 Penalty: 5275.360352
	Iteration 4Q: 3 clusters Score -4689170 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4690444.000000 Penalty: 5275.360352
	Iteration 5Q: 3 clusters Score -4690444 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4692013.000000 Penalty: 5275.360352
	Iteration 6F: 3 clusters Score -4692013 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4693768.500000 Penalty: 5275.360352
	Iteration 7F: 3 clusters Score -4693768 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -4695625.000000 Penalty: 5275.360352
	Iteration 8F: 3 clusters Score -4695625 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -4697170.500000 Penalty: 5275.360352
	Iteration 9F: 3 clusters Score -4697170 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -4698413.000000 Penalty: 5275.360352
	Iteration 10Q: 3 clusters Score -4698413 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -4699231.500000 Penalty: 5275.360352
	Iteration 11Q: 3 clusters Score -4699232 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4699667.000000 Penalty: 5275.360352
	Iteration 12Q: 3 clusters Score -4699667 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4699902.000000 Penalty: 5275.360352
	Iteration 13Q: 3 clusters Score -4699902 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -4700061.000000 Penalty: 5275.360352
	Iteration 14Q: 3 clusters Score -4700061 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4700215.500000 Penalty: 5275.360352
	Iteration 15Q: 3 clusters Score -4700216 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4700353.500000 Penalty: 5275.360352
	Iteration 16Q: 3 clusters Score -4700354 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4700520 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4700616 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4700668 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4700723 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4700762 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4700836 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4700878 nChanged 281
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Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4700930 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -4700955.000000 Penalty: 5275.360352
	Iteration 26Q: 3 clusters Score -4700955 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4700995 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4701042 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4701078 nChanged 199
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Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4701105.500000 Penalty: 5275.360352
	Iteration 30Q: 3 clusters Score -4701106 nChanged 202
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Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4701119 nChanged 187
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Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4701134.500000 Penalty: 5275.360352
	Iteration 32Q: 3 clusters Score -4701134 nChanged 182
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Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4701153.000000 Penalty: 5275.360352
	Iteration 33Q: 3 clusters Score -4701153 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4701188.000000 Penalty: 5275.360352
	Iteration 34Q: 3 clusters Score -4701188 nChanged 125
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Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4701194 nChanged 108
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Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4701210 nChanged 106
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Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4701222 nChanged 107
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Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4701226 nChanged 114
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Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4701239.000000 Penalty: 5275.360352
	Iteration 39Q: 3 clusters Score -4701239 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4701250.000000 Penalty: 5275.360352
	Iteration 40F: 3 clusters Score -4701250 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4701267 nChanged 101
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Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4701268 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4701282 nChanged 67
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Mstep: Class 1 contains 26980 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4701293 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4701292 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4701298 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4701288 nChanged 93
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Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4701296 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4701316 nChanged 114
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Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4701336 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4701343 nChanged 119
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Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4701349 nChanged 135
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Mstep: Class 1 contains 27871 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4701371 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4701386 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4701406 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28218 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4701418 nChanged 103
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Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4701437 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4701432 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4701432 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4701446.000000 Penalty: 5275.360352
	Iteration 60F: 3 clusters Score -4701446 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4701462 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4701468 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4701478 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -4701459.000000 Penalty: 5275.360352
	Iteration 64Q: 3 clusters Score -4701459 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4701461 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -4701466.000000 Penalty: 5275.360352
	Iteration 66Q: 3 clusters Score -4701466 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4701479 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29036 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4701465 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29091 members 
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	Iteration 69Q: 3 clusters Score -4701484 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29156 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4701486 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29208 members 
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Entering Unmasked Estep 
Score: -4701491.000000 Penalty: 5275.360352
	Iteration 71Q: 3 clusters Score -4701491 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4701500 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29299 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4701502 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4701507 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4701526.500000 Penalty: 5275.360352
	Iteration 75Q: 3 clusters Score -4701526 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4701520.500000 Penalty: 5275.360352
	Iteration 76Q: 3 clusters Score -4701520 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4701533.000000 Penalty: 5275.360352
	Iteration 77Q: 3 clusters Score -4701533 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4701538.000000 Penalty: 5275.360352
	Iteration 78Q: 3 clusters Score -4701538 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4701532.000000 Penalty: 5275.360352
	Iteration 79Q: 3 clusters Score -4701532 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4701536.500000 Penalty: 5275.360352
	Iteration 80F: 3 clusters Score -4701536 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4701538 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -4701552.500000 Penalty: 5275.360352
	Iteration 82Q: 3 clusters Score -4701552 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4701558 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29877 members 
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Entering Unmasked Estep 
Score: -4701561.500000 Penalty: 5275.360352
	Iteration 84Q: 3 clusters Score -4701562 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29927 members 
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Entering Unmasked Estep 
Score: -4701574.000000 Penalty: 5275.360352
	Iteration 85Q: 3 clusters Score -4701574 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29977 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4701576 nChanged 58
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Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4701573 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4701571 nChanged 68
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Mstep: Class 1 contains 30169 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4701575 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30251 members 
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Entering Unmasked Estep 
Score: -4701589.500000 Penalty: 5275.360352
	Iteration 90Q: 3 clusters Score -4701590 nChanged 79
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Mstep: Class 1 contains 30330 members 
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Entering Unmasked Estep 
Score: -4701607.500000 Penalty: 5275.360352
	Iteration 91Q: 3 clusters Score -4701608 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4701607 nChanged 65
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Mstep: Class 1 contains 30461 members 
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Entering Unmasked Estep 
Score: -4701624.500000 Penalty: 5275.360352
	Iteration 93Q: 3 clusters Score -4701624 nChanged 60
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Mstep: Class 1 contains 30521 members 
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Entering Unmasked Estep 
Score: -4701633.000000 Penalty: 5275.360352
	Iteration 94Q: 3 clusters Score -4701633 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30588 members 
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Entering Unmasked Estep 
Score: -4701631.000000 Penalty: 5275.360352
	Iteration 95Q: 3 clusters Score -4701631 nChanged 64
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Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4701633 nChanged 56
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Mstep: Class 1 contains 30708 members 
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Entering Unmasked Estep 
Score: -4701626.000000 Penalty: 5275.360352
	Iteration 97Q: 3 clusters Score -4701626 nChanged 54
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Mstep: Class 1 contains 30762 members 
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Entering Unmasked Estep 
Score: -4701635.000000 Penalty: 5275.360352
	Iteration 98Q: 3 clusters Score -4701635 nChanged 39
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Mstep: Class 1 contains 30801 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4701642 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4701642 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30870 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4701642 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4701653.500000 Penalty: 5275.360352
	Iteration 102Q: 3 clusters Score -4701654 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4701655 nChanged 35
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Mstep: Class 1 contains 30967 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4701641 nChanged 34
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Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4701637 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4701641 nChanged 35
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Entering Unmasked Estep 
Score: -4701651.000000 Penalty: 5275.360352
	Iteration 107Q: 3 clusters Score -4701651 nChanged 48
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Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4701663.000000 Penalty: 5275.360352
	Iteration 108Q: 3 clusters Score -4701663 nChanged 51
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Mstep: Class 1 contains 31173 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4701672 nChanged 50
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Mstep: Class 1 contains 31223 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4701668 nChanged 34
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Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4701672.500000 Penalty: 5275.360352
	Iteration 111Q: 3 clusters Score -4701672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4701673.500000 Penalty: 5275.360352
	Iteration 112Q: 3 clusters Score -4701674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4701684.500000 Penalty: 5275.360352
	Iteration 113Q: 3 clusters Score -4701684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4701672.500000 Penalty: 5275.360352
	Iteration 114Q: 3 clusters Score -4701672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4701675.500000 Penalty: 5275.360352
	Iteration 115Q: 3 clusters Score -4701676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4701681.000000 Penalty: 5275.360352
	Iteration 116Q: 3 clusters Score -4701681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4701678.500000 Penalty: 5275.360352
	Iteration 117Q: 3 clusters Score -4701678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4701690.000000 Penalty: 5275.360352
	Iteration 118Q: 3 clusters Score -4701690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4701700.500000 Penalty: 5275.360352
	Iteration 119Q: 3 clusters Score -4701700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4701708.500000 Penalty: 5275.360352
	Iteration 120F: 3 clusters Score -4701708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4701704.500000 Penalty: 5275.360352
	Iteration 121Q: 3 clusters Score -4701704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4701708.000000 Penalty: 5275.360352
	Iteration 122Q: 3 clusters Score -4701708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4701714.000000 Penalty: 5275.360352
	Iteration 123Q: 3 clusters Score -4701714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4701715.000000 Penalty: 5275.360352
	Iteration 124Q: 3 clusters Score -4701715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4701715.000000 Penalty: 5275.360352
	Iteration 125Q: 3 clusters Score -4701715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4701714.500000 Penalty: 5275.360352
	Iteration 126Q: 3 clusters Score -4701714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4701711.500000 Penalty: 5275.360352
	Iteration 127Q: 3 clusters Score -4701712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4701712.500000 Penalty: 5275.360352
	Iteration 128Q: 3 clusters Score -4701712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4701716.000000 Penalty: 5275.360352
	Iteration 129Q: 3 clusters Score -4701716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4701716.500000 Penalty: 5275.360352
	Iteration 130Q: 3 clusters Score -4701716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4701720.000000 Penalty: 5275.360352
	Iteration 131Q: 3 clusters Score -4701720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4701728.000000 Penalty: 5275.360352
	Iteration 132Q: 3 clusters Score -4701728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4701719.000000 Penalty: 5275.360352
	Iteration 133Q: 3 clusters Score -4701719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4701719.500000 Penalty: 5275.360352
	Iteration 134Q: 3 clusters Score -4701720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4701723.500000 Penalty: 5275.360352
	Iteration 135Q: 3 clusters Score -4701724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4701728.000000 Penalty: 5275.360352
	Iteration 136Q: 3 clusters Score -4701728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4701730.500000 Penalty: 5275.360352
	Iteration 137Q: 3 clusters Score -4701730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -4701728.500000 Penalty: 5275.360352
	Iteration 138Q: 3 clusters Score -4701728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -4701730.500000 Penalty: 5275.360352
	Iteration 139Q: 3 clusters Score -4701730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4701735.000000 Penalty: 5275.360352
	Iteration 140F: 3 clusters Score -4701735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4701734.000000 Penalty: 5275.360352
	Iteration 141Q: 3 clusters Score -4701734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4701722.500000 Penalty: 5275.360352
	Iteration 142Q: 3 clusters Score -4701722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4701719.000000 Penalty: 5275.360352
	Iteration 143Q: 3 clusters Score -4701719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4701719.500000 Penalty: 5275.360352
	Iteration 144Q: 3 clusters Score -4701720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4701718.500000 Penalty: 5275.360352
	Iteration 145Q: 3 clusters Score -4701718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4701726.500000 Penalty: 5275.360352
	Iteration 146Q: 3 clusters Score -4701726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4701715.500000 Penalty: 5275.360352
	Iteration 147Q: 3 clusters Score -4701716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4701742.000000 Penalty: 5275.360352
	Iteration 148Q: 3 clusters Score -4701742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4701771.500000 Penalty: 5275.360352
	Iteration 149Q: 3 clusters Score -4701772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4701781.000000 Penalty: 5275.360352
	Iteration 150Q: 3 clusters Score -4701781 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4701781.000000 Penalty: 5275.360352
	Iteration 151Q: 3 clusters Score -4701781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4701781.500000 Penalty: 5275.360352
	Iteration 152Q: 3 clusters Score -4701782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4701785.000000 Penalty: 5275.360352
	Iteration 153Q: 3 clusters Score -4701785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4701786.000000 Penalty: 5275.360352
	Iteration 154Q: 3 clusters Score -4701786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -4701790.000000 Penalty: 5275.360352
	Iteration 155Q: 3 clusters Score -4701790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4701794.000000 Penalty: 5275.360352
	Iteration 156Q: 3 clusters Score -4701794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4701791.500000 Penalty: 5275.360352
	Iteration 157Q: 3 clusters Score -4701792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4701795.000000 Penalty: 5275.360352
	Iteration 158Q: 3 clusters Score -4701795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4701800.500000 Penalty: 5275.360352
	Iteration 159Q: 3 clusters Score -4701800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4701797.000000 Penalty: 5275.360352
	Iteration 160F: 3 clusters Score -4701797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -4701805.000000 Penalty: 5275.360352
	Iteration 161Q: 3 clusters Score -4701805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4701799.000000 Penalty: 5275.360352
	Iteration 162Q: 3 clusters Score -4701799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4701798.500000 Penalty: 5275.360352
	Iteration 163Q: 3 clusters Score -4701798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -4701808.000000 Penalty: 5275.360352
	Iteration 164Q: 3 clusters Score -4701808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4701808.500000 Penalty: 5275.360352
	Iteration 165Q: 3 clusters Score -4701808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4701813.500000 Penalty: 5275.360352
	Iteration 166Q: 3 clusters Score -4701814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -4701805.000000 Penalty: 5275.360352
	Iteration 167Q: 3 clusters Score -4701805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -4701805.000000 Penalty: 5275.360352
	Iteration 168Q: 3 clusters Score -4701805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -4701810.500000 Penalty: 5275.360352
	Iteration 169Q: 3 clusters Score -4701810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4701811.500000 Penalty: 5275.360352
	Iteration 170Q: 3 clusters Score -4701812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4701807.500000 Penalty: 5275.360352
	Iteration 171Q: 3 clusters Score -4701808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -4701814.000000 Penalty: 5275.360352
	Iteration 172Q: 3 clusters Score -4701814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4701806.000000 Penalty: 5275.360352
	Iteration 173Q: 3 clusters Score -4701806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4701807.000000 Penalty: 5275.360352
	Iteration 174Q: 3 clusters Score -4701807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4701804.000000 Penalty: 5275.360352
	Iteration 175Q: 3 clusters Score -4701804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -4701803.500000 Penalty: 5275.360352
	Iteration 176Q: 3 clusters Score -4701804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -4701802.000000 Penalty: 5275.360352
	Iteration 177Q: 3 clusters Score -4701802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4701808.000000 Penalty: 5275.360352
	Iteration 178Q: 3 clusters Score -4701808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4701808.000000 Penalty: 5275.360352
	Iteration 179Q: 3 clusters Score -4701808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4701808.000000 Penalty: 5275.360352
	Iteration 180F: 3 clusters Score -4701808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -511435.812500 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -511435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -507053.156250 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -507053.2 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -508026.000000 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -508026 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -508251.625000 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -508251.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -508435.125000 Penalty: 4198.354980
	Iteration 3Q: 3 clusters Score -508435.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -508624.562500 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -508624.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -508789.031250 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -508789 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -508963.187500 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -508963.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -509149.843750 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -509149.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -509323.218750 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -509323.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -509471.656250 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -509471.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -509579.312500 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -509579.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -509673.843750 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -509673.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -509745.000000 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -509745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -509808.375000 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -509808.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -509872.125000 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -509872.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -509921.875000 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -509921.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -509973.125000 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -509973.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -510014.031250 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -510014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -510047.281250 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -510047.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -510084.093750 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -510084.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -510108.750000 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -510108.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -510133.187500 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -510133.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -510163.406250 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -510163.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -510183.312500 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -510183.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -510196.125000 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -510196.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -510205.187500 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -510205.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -510213.625000 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -510213.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -510222.125000 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -510222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -510229.125000 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -510229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -510233.125000 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -510233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -510234.312500 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -510234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -510235.500000 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -510235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -510237.500000 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -510237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -510240.468750 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -510240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -510243.812500 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -510243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -510246.093750 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -510246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -510247.281250 Penalty: 4198.354980
	Iteration 36Q: 3 clusters Score -510247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -510248.218750 Penalty: 4198.354980
	Iteration 37Q: 3 clusters Score -510248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -510248.218750 Penalty: 4198.354980
	Iteration 38F: 3 clusters Score -510248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Entering Unmasked Estep 
Score: -892693.312500 Penalty: 2223.529541
	Iteration 0F: 2 clusters Score -892693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -886334.562500 Penalty: 4447.059082
	Iteration 0F: 3 clusters Score -886334.6 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -888011.187500 Penalty: 4447.059082
	Iteration 1F: 3 clusters Score -888011.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -888248.062500 Penalty: 4447.059082
	Iteration 2F: 3 clusters Score -888248.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -888419.875000 Penalty: 4447.059082
	Iteration 3Q: 3 clusters Score -888419.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -888542.375000 Penalty: 4447.059082
	Iteration 4Q: 3 clusters Score -888542.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -888636.187500 Penalty: 4447.059082
	Iteration 5Q: 3 clusters Score -888636.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -888701.125000 Penalty: 4447.059082
	Iteration 6Q: 3 clusters Score -888701.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -888762.500000 Penalty: 4447.059082
	Iteration 7Q: 3 clusters Score -888762.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -888805.687500 Penalty: 4447.059082
	Iteration 8Q: 3 clusters Score -888805.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -888839.750000 Penalty: 4447.059082
	Iteration 9Q: 3 clusters Score -888839.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -888866.750000 Penalty: 4447.059082
	Iteration 10Q: 3 clusters Score -888866.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -888900.562500 Penalty: 4447.059082
	Iteration 11Q: 3 clusters Score -888900.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -888942.312500 Penalty: 4447.059082
	Iteration 12Q: 3 clusters Score -888942.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -888984.625000 Penalty: 4447.059082
	Iteration 13Q: 3 clusters Score -888984.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -889025.750000 Penalty: 4447.059082
	Iteration 14Q: 3 clusters Score -889025.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -889060.312500 Penalty: 4447.059082
	Iteration 15Q: 3 clusters Score -889060.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -889101.000000 Penalty: 4447.059082
	Iteration 16Q: 3 clusters Score -889101 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -889157.687500 Penalty: 4447.059082
	Iteration 17Q: 3 clusters Score -889157.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -889220.625000 Penalty: 4447.059082
	Iteration 18Q: 3 clusters Score -889220.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -889290.250000 Penalty: 4447.059082
	Iteration 19Q: 3 clusters Score -889290.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -889402.312500 Penalty: 4447.059082
	Iteration 20F: 3 clusters Score -889402.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -889539.750000 Penalty: 4447.059082
	Iteration 21Q: 3 clusters Score -889539.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -889673.625000 Penalty: 4447.059082
	Iteration 22Q: 3 clusters Score -889673.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -889806.250000 Penalty: 4447.059082
	Iteration 23Q: 3 clusters Score -889806.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -889940.000000 Penalty: 4447.059082
	Iteration 24Q: 3 clusters Score -889940 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -890068.562500 Penalty: 4447.059082
	Iteration 25Q: 3 clusters Score -890068.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -890192.062500 Penalty: 4447.059082
	Iteration 26Q: 3 clusters Score -890192.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -890290.125000 Penalty: 4447.059082
	Iteration 27Q: 3 clusters Score -890290.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -890383.187500 Penalty: 4447.059082
	Iteration 28Q: 3 clusters Score -890383.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -890454.625000 Penalty: 4447.059082
	Iteration 29Q: 3 clusters Score -890454.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -890518.937500 Penalty: 4447.059082
	Iteration 30Q: 3 clusters Score -890518.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -890570.937500 Penalty: 4447.059082
	Iteration 31Q: 3 clusters Score -890570.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -890607.687500 Penalty: 4447.059082
	Iteration 32Q: 3 clusters Score -890607.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -890642.750000 Penalty: 4447.059082
	Iteration 33Q: 3 clusters Score -890642.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -890667.812500 Penalty: 4447.059082
	Iteration 34Q: 3 clusters Score -890667.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -890694.625000 Penalty: 4447.059082
	Iteration 35Q: 3 clusters Score -890694.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -890707.562500 Penalty: 4447.059082
	Iteration 36Q: 3 clusters Score -890707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -890716.437500 Penalty: 4447.059082
	Iteration 37Q: 3 clusters Score -890716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -890725.250000 Penalty: 4447.059082
	Iteration 38Q: 3 clusters Score -890725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -890731.437500 Penalty: 4447.059082
	Iteration 39Q: 3 clusters Score -890731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -890738.125000 Penalty: 4447.059082
	Iteration 40F: 3 clusters Score -890738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -890742.562500 Penalty: 4447.059082
	Iteration 41Q: 3 clusters Score -890742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -890746.187500 Penalty: 4447.059082
	Iteration 42Q: 3 clusters Score -890746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -890749.937500 Penalty: 4447.059082
	Iteration 43Q: 3 clusters Score -890749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -890751.562500 Penalty: 4447.059082
	Iteration 44Q: 3 clusters Score -890751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -890753.187500 Penalty: 4447.059082
	Iteration 45Q: 3 clusters Score -890753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -890758.562500 Penalty: 4447.059082
	Iteration 46Q: 3 clusters Score -890758.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -890762.812500 Penalty: 4447.059082
	Iteration 47Q: 3 clusters Score -890762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -890767.062500 Penalty: 4447.059082
	Iteration 48Q: 3 clusters Score -890767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -890775.000000 Penalty: 4447.059082
	Iteration 49Q: 3 clusters Score -890775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -890776.937500 Penalty: 4447.059082
	Iteration 50Q: 3 clusters Score -890776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -890777.750000 Penalty: 4447.059082
	Iteration 51Q: 3 clusters Score -890777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -890778.937500 Penalty: 4447.059082
	Iteration 52Q: 3 clusters Score -890778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -890778.937500 Penalty: 4447.059082
	Iteration 53F: 3 clusters Score -890778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Entering Unmasked Estep 
Score: -4220861.500000 Penalty: 2609.106201
	Iteration 0F: 2 clusters Score -4220862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4195675.000000 Penalty: 5218.212402
	Iteration 0F: 3 clusters Score -4195675 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4204946.500000 Penalty: 5218.212402
	Iteration 1F: 3 clusters Score -4204946 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4205472.000000 Penalty: 5218.212402
	Iteration 2Q: 3 clusters Score -4205472 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4206218.000000 Penalty: 5218.212402
	Iteration 3Q: 3 clusters Score -4206218 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -4207239.000000 Penalty: 5218.212402
	Iteration 4F: 3 clusters Score -4207239 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4208645.500000 Penalty: 5218.212402
	Iteration 5F: 3 clusters Score -4208646 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4210596.000000 Penalty: 5218.212402
	Iteration 6F: 3 clusters Score -4210596 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4212696.000000 Penalty: 5218.212402
	Iteration 7F: 3 clusters Score -4212696 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4214690.000000 Penalty: 5218.212402
	Iteration 8F: 3 clusters Score -4214690 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4216268.500000 Penalty: 5218.212402
	Iteration 9Q: 3 clusters Score -4216268 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4217321.000000 Penalty: 5218.212402
	Iteration 10Q: 3 clusters Score -4217321 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4217861.000000 Penalty: 5218.212402
	Iteration 11Q: 3 clusters Score -4217861 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4218138.500000 Penalty: 5218.212402
	Iteration 12Q: 3 clusters Score -4218138 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4218286.500000 Penalty: 5218.212402
	Iteration 13Q: 3 clusters Score -4218286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4218367.000000 Penalty: 5218.212402
	Iteration 14Q: 3 clusters Score -4218367 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4218417.000000 Penalty: 5218.212402
	Iteration 15Q: 3 clusters Score -4218417 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4218454.000000 Penalty: 5218.212402
	Iteration 16Q: 3 clusters Score -4218454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4218501.500000 Penalty: 5218.212402
	Iteration 17Q: 3 clusters Score -4218502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4218554.500000 Penalty: 5218.212402
	Iteration 18Q: 3 clusters Score -4218554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4218588.000000 Penalty: 5218.212402
	Iteration 19Q: 3 clusters Score -4218588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4218625.000000 Penalty: 5218.212402
	Iteration 20F: 3 clusters Score -4218625 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4218644.000000 Penalty: 5218.212402
	Iteration 21Q: 3 clusters Score -4218644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4218663.500000 Penalty: 5218.212402
	Iteration 22Q: 3 clusters Score -4218664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4218672.000000 Penalty: 5218.212402
	Iteration 23Q: 3 clusters Score -4218672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4218693.500000 Penalty: 5218.212402
	Iteration 24Q: 3 clusters Score -4218694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4218718.500000 Penalty: 5218.212402
	Iteration 25Q: 3 clusters Score -4218718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4218726.500000 Penalty: 5218.212402
	Iteration 26Q: 3 clusters Score -4218726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4218747.500000 Penalty: 5218.212402
	Iteration 27Q: 3 clusters Score -4218748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4218768.500000 Penalty: 5218.212402
	Iteration 28Q: 3 clusters Score -4218768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4218767.500000 Penalty: 5218.212402
	Iteration 29Q: 3 clusters Score -4218768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4218779.500000 Penalty: 5218.212402
	Iteration 30Q: 3 clusters Score -4218780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4218787.000000 Penalty: 5218.212402
	Iteration 31Q: 3 clusters Score -4218787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4218793.500000 Penalty: 5218.212402
	Iteration 32Q: 3 clusters Score -4218794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4218801.500000 Penalty: 5218.212402
	Iteration 33Q: 3 clusters Score -4218802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4218815.500000 Penalty: 5218.212402
	Iteration 34Q: 3 clusters Score -4218816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4218822.500000 Penalty: 5218.212402
	Iteration 35Q: 3 clusters Score -4218822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4218823.500000 Penalty: 5218.212402
	Iteration 36Q: 3 clusters Score -4218824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4218822.500000 Penalty: 5218.212402
	Iteration 37Q: 3 clusters Score -4218822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4218820.500000 Penalty: 5218.212402
	Iteration 38Q: 3 clusters Score -4218820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4218831.500000 Penalty: 5218.212402
	Iteration 39Q: 3 clusters Score -4218832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4218829.000000 Penalty: 5218.212402
	Iteration 40F: 3 clusters Score -4218829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4218837.500000 Penalty: 5218.212402
	Iteration 41Q: 3 clusters Score -4218838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4218846.500000 Penalty: 5218.212402
	Iteration 42Q: 3 clusters Score -4218846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4218848.500000 Penalty: 5218.212402
	Iteration 43Q: 3 clusters Score -4218848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4218852.500000 Penalty: 5218.212402
	Iteration 44Q: 3 clusters Score -4218852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4218854.500000 Penalty: 5218.212402
	Iteration 45Q: 3 clusters Score -4218854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4218856.000000 Penalty: 5218.212402
	Iteration 46Q: 3 clusters Score -4218856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4218856.500000 Penalty: 5218.212402
	Iteration 47Q: 3 clusters Score -4218856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4218854.500000 Penalty: 5218.212402
	Iteration 48Q: 3 clusters Score -4218854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4218854.500000 Penalty: 5218.212402
	Iteration 49F: 3 clusters Score -4218854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Entering Unmasked Estep 
Score: -5129526.500000 Penalty: 2665.307617
	Iteration 0F: 2 clusters Score -5129526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5098173.500000 Penalty: 5330.615234
	Iteration 0F: 3 clusters Score -5098174 nChanged 21358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5109789.500000 Penalty: 5330.615234
	Iteration 1F: 3 clusters Score -5109790 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5110421.000000 Penalty: 5330.615234
	Iteration 2Q: 3 clusters Score -5110421 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5111028.500000 Penalty: 5330.615234
	Iteration 3Q: 3 clusters Score -5111028 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5111879.000000 Penalty: 5330.615234
	Iteration 4Q: 3 clusters Score -5111879 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -5113124.000000 Penalty: 5330.615234
	Iteration 5Q: 3 clusters Score -5113124 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -5114872.500000 Penalty: 5330.615234
	Iteration 6F: 3 clusters Score -5114872 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -5117087.500000 Penalty: 5330.615234
	Iteration 7F: 3 clusters Score -5117088 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5119336.500000 Penalty: 5330.615234
	Iteration 8F: 3 clusters Score -5119336 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5121466.000000 Penalty: 5330.615234
	Iteration 9F: 3 clusters Score -5121466 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5123153.000000 Penalty: 5330.615234
	Iteration 10Q: 3 clusters Score -5123153 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5124318.500000 Penalty: 5330.615234
	Iteration 11Q: 3 clusters Score -5124318 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5125091.500000 Penalty: 5330.615234
	Iteration 12Q: 3 clusters Score -5125092 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5125645.000000 Penalty: 5330.615234
	Iteration 13Q: 3 clusters Score -5125645 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -5126067.000000 Penalty: 5330.615234
	Iteration 14Q: 3 clusters Score -5126067 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -5126365.500000 Penalty: 5330.615234
	Iteration 15Q: 3 clusters Score -5126366 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5126612.000000 Penalty: 5330.615234
	Iteration 16Q: 3 clusters Score -5126612 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -5126788.500000 Penalty: 5330.615234
	Iteration 17Q: 3 clusters Score -5126788 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5126905.500000 Penalty: 5330.615234
	Iteration 18Q: 3 clusters Score -5126906 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5127013.500000 Penalty: 5330.615234
	Iteration 19Q: 3 clusters Score -5127014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -5127076.000000 Penalty: 5330.615234
	Iteration 20F: 3 clusters Score -5127076 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5127126.000000 Penalty: 5330.615234
	Iteration 21Q: 3 clusters Score -5127126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -5127185.500000 Penalty: 5330.615234
	Iteration 22Q: 3 clusters Score -5127186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -5127235.500000 Penalty: 5330.615234
	Iteration 23Q: 3 clusters Score -5127236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5127274.000000 Penalty: 5330.615234
	Iteration 24Q: 3 clusters Score -5127274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5127303.500000 Penalty: 5330.615234
	Iteration 25Q: 3 clusters Score -5127304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -5127310.500000 Penalty: 5330.615234
	Iteration 26Q: 3 clusters Score -5127310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5127329.000000 Penalty: 5330.615234
	Iteration 27Q: 3 clusters Score -5127329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5127327.500000 Penalty: 5330.615234
	Iteration 28Q: 3 clusters Score -5127328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5127346.500000 Penalty: 5330.615234
	Iteration 29Q: 3 clusters Score -5127346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5127360.000000 Penalty: 5330.615234
	Iteration 30Q: 3 clusters Score -5127360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5127378.500000 Penalty: 5330.615234
	Iteration 31Q: 3 clusters Score -5127378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5127383.000000 Penalty: 5330.615234
	Iteration 32Q: 3 clusters Score -5127383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5127406.000000 Penalty: 5330.615234
	Iteration 33Q: 3 clusters Score -5127406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5127427.500000 Penalty: 5330.615234
	Iteration 34Q: 3 clusters Score -5127428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5127425.500000 Penalty: 5330.615234
	Iteration 35Q: 3 clusters Score -5127426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5127429.000000 Penalty: 5330.615234
	Iteration 36Q: 3 clusters Score -5127429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5127441.500000 Penalty: 5330.615234
	Iteration 37Q: 3 clusters Score -5127442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -5127453.500000 Penalty: 5330.615234
	Iteration 38Q: 3 clusters Score -5127454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5127457.500000 Penalty: 5330.615234
	Iteration 39Q: 3 clusters Score -5127458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5127464.000000 Penalty: 5330.615234
	Iteration 40F: 3 clusters Score -5127464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5127473.500000 Penalty: 5330.615234
	Iteration 41Q: 3 clusters Score -5127474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -5127483.000000 Penalty: 5330.615234
	Iteration 42Q: 3 clusters Score -5127483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5127483.000000 Penalty: 5330.615234
	Iteration 43Q: 3 clusters Score -5127483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -5127493.500000 Penalty: 5330.615234
	Iteration 44Q: 3 clusters Score -5127494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -5127488.500000 Penalty: 5330.615234
	Iteration 45Q: 3 clusters Score -5127488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5127497.000000 Penalty: 5330.615234
	Iteration 46Q: 3 clusters Score -5127497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5127503.500000 Penalty: 5330.615234
	Iteration 47Q: 3 clusters Score -5127504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -5127501.000000 Penalty: 5330.615234
	Iteration 48Q: 3 clusters Score -5127501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5127501.000000 Penalty: 5330.615234
	Iteration 49Q: 3 clusters Score -5127501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -5127505.000000 Penalty: 5330.615234
	Iteration 50Q: 3 clusters Score -5127505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5127509.500000 Penalty: 5330.615234
	Iteration 51Q: 3 clusters Score -5127510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5127521.500000 Penalty: 5330.615234
	Iteration 52Q: 3 clusters Score -5127522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5127515.000000 Penalty: 5330.615234
	Iteration 53Q: 3 clusters Score -5127515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -5127512.000000 Penalty: 5330.615234
	Iteration 54Q: 3 clusters Score -5127512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5127519.500000 Penalty: 5330.615234
	Iteration 55Q: 3 clusters Score -5127520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5127515.500000 Penalty: 5330.615234
	Iteration 56Q: 3 clusters Score -5127516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5127516.500000 Penalty: 5330.615234
	Iteration 57Q: 3 clusters Score -5127516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5127519.500000 Penalty: 5330.615234
	Iteration 58Q: 3 clusters Score -5127520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5127526.500000 Penalty: 5330.615234
	Iteration 59Q: 3 clusters Score -5127526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5127522.500000 Penalty: 5330.615234
	Iteration 60F: 3 clusters Score -5127522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5127517.000000 Penalty: 5330.615234
	Iteration 61Q: 3 clusters Score -5127517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5127516.500000 Penalty: 5330.615234
	Iteration 62Q: 3 clusters Score -5127516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5127516.500000 Penalty: 5330.615234
	Iteration 63F: 3 clusters Score -5127516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101682.843750 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -101682.8 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 470 members 
Entering Unmasked Estep 
Score: -99730.164062 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -99730.16 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100035.718750 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -100035.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100113.765625 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -100113.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100141.718750 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -100141.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100158.359375 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -100158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100172.375000 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -100172.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100181.679688 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -100181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100185.359375 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -100185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100193.257812 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -100193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100202.804688 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -100202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100209.171875 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -100209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100217.257812 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -100217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100221.101562 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -100221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100227.546875 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -100227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100231.023438 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -100231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100233.617188 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -100233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100236.367188 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -100236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100239.273438 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -100239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100239.960938 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -100240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100240.421875 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -100240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100244.414062 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -100244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100245.906250 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -100245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100248.031250 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -100248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100250.570312 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -100250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100253.539062 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -100253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100259.632812 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -100259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100263.546875 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -100263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100264.640625 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -100264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100264.640625 Penalty: 3408.061279
	Iteration 28F: 3 clusters Score -100264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22486.792969 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22486.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22597.724609 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22597.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22628.775391 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22628.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22651.150391 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22651.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22663.117188 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22663.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22668.390625 Penalty: 2716.325684
	Iteration 5Q: 3 clusters Score -22668.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22670.398438 Penalty: 2716.325684
	Iteration 6Q: 3 clusters Score -22670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22676.337891 Penalty: 2716.325684
	Iteration 7Q: 3 clusters Score -22676.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22676.337891 Penalty: 2716.325684
	Iteration 8F: 3 clusters Score -22676.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81077.398438 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81077.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81361.546875 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81361.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81475.546875 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81475.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81551.679688 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -81551.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81659.757812 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -81659.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81782.656250 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -81782.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81827.578125 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -81827.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81872.851562 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -81872.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81896.835938 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -81896.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81912.312500 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -81912.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81934.398438 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -81934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -81942.640625 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -81942.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -81951.820312 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -81951.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81958.117188 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -81958.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81970.164062 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -81970.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -81988.781250 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -81988.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82001.375000 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -82001.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -82007.351562 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -82007.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -82014.335938 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -82014.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -82016.507812 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -82016.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -82020.468750 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -82020.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -82024.007812 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -82024.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -82033.390625 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -82033.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -82047.585938 Penalty: 3322.340820
	Iteration 23Q: 3 clusters Score -82047.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -82053.703125 Penalty: 3322.340820
	Iteration 24Q: 3 clusters Score -82053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -82055.664062 Penalty: 3322.340820
	Iteration 25Q: 3 clusters Score -82055.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -82055.664062 Penalty: 3322.340820
	Iteration 26F: 3 clusters Score -82055.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30502.597656 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30502.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30682.144531 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30682.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30724.875000 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30724.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30735.968750 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30735.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30744.828125 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30744.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30778.759766 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -30778.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30808.093750 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -30808.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30813.789062 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -30813.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30824.238281 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -30824.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30830.955078 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -30830.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30832.250000 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -30832.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30833.753906 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -30833.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30833.753906 Penalty: 2871.820312
	Iteration 12F: 3 clusters Score -30833.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -123980.070312 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -123980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121925.859375 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -121925.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122227.062500 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122227.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122316.554688 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122316.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122385.007812 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122416.234375 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122442.398438 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122457.062500 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122457.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122470.015625 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -122489.000000 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122510.476562 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122540.187500 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122564.687500 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122564.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122590.875000 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122602.304688 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122602.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122615.656250 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122615.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122625.335938 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -122625.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122634.593750 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -122634.6 nChanged 12
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: -122646.742188 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -122646.7 nChanged 9
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: -122653.445312 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -122653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122657.132812 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -122657.1 nChanged 4
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: -122661.234375 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -122661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122664.117188 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -122664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122666.539062 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -122666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122668.304688 Penalty: 3484.226074
	Iteration 23Q: 3 clusters Score -122668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122671.968750 Penalty: 3484.226074
	Iteration 24Q: 3 clusters Score -122672 nChanged 2
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: -122673.804688 Penalty: 3484.226074
	Iteration 25Q: 3 clusters Score -122673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122676.187500 Penalty: 3484.226074
	Iteration 26Q: 3 clusters Score -122676.2 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: -122680.929688 Penalty: 3484.226074
	Iteration 27Q: 3 clusters Score -122680.9 nChanged 3
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: -122682.921875 Penalty: 3484.226074
	Iteration 28Q: 3 clusters Score -122682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122684.140625 Penalty: 3484.226074
	Iteration 29Q: 3 clusters Score -122684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122684.648438 Penalty: 3484.226074
	Iteration 30Q: 3 clusters Score -122684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122685.648438 Penalty: 3484.226074
	Iteration 31Q: 3 clusters Score -122685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122685.648438 Penalty: 3484.226074
	Iteration 32F: 3 clusters Score -122685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -610304.500000 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -610304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -605220.375000 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -605220.4 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -606551.937500 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -606551.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -606854.750000 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -606854.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -607087.312500 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -607087.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -607285.375000 Penalty: 4308.469238
	Iteration 4F: 3 clusters Score -607285.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -607425.500000 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -607425.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -607527.562500 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -607527.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -607655.000000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -607655 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -607765.812500 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -607765.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -607878.812500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -607878.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -608003.500000 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -608003.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -608154.937500 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -608154.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -608310.625000 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -608310.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -608448.187500 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -608448.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -608569.437500 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -608569.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -608685.125000 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -608685.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -608770.000000 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -608770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -608827.562500 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -608827.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -608873.625000 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -608873.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -608906.937500 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -608906.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -608931.562500 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -608931.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -608949.750000 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -608949.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -608965.500000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -608965.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -608981.250000 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -608981.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -608988.625000 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -608988.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -608994.000000 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -608994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -608994.625000 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -608994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -608994.937500 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -608994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -608997.000000 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -608997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -608997.875000 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -608997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -608998.375000 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -608998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -608998.000000 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -608998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -608998.875000 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -608998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -608998.500000 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -608998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -609000.062500 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -609000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -609000.312500 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -609000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -609000.562500 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -609000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -609000.187500 Penalty: 4308.469238
	Iteration 37Q: 3 clusters Score -609000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -609002.187500 Penalty: 4308.469238
	Iteration 38Q: 3 clusters Score -609002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -609002.187500 Penalty: 4308.469238
	Iteration 39F: 3 clusters Score -609002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -179762.609375 Penalty: 1832.458618
	Iteration 0F: 2 clusters Score -179762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177390.593750 Penalty: 3664.917236
	Iteration 0F: 3 clusters Score -177390.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177795.718750 Penalty: 3664.917236
	Iteration 1F: 3 clusters Score -177795.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -177918.875000 Penalty: 3664.917236
	Iteration 2F: 3 clusters Score -177918.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177988.796875 Penalty: 3664.917236
	Iteration 3Q: 3 clusters Score -177988.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -178029.359375 Penalty: 3664.917236
	Iteration 4Q: 3 clusters Score -178029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178056.656250 Penalty: 3664.917236
	Iteration 5Q: 3 clusters Score -178056.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178080.796875 Penalty: 3664.917236
	Iteration 6Q: 3 clusters Score -178080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178095.703125 Penalty: 3664.917236
	Iteration 7Q: 3 clusters Score -178095.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178116.125000 Penalty: 3664.917236
	Iteration 8Q: 3 clusters Score -178116.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178131.859375 Penalty: 3664.917236
	Iteration 9Q: 3 clusters Score -178131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178149.031250 Penalty: 3664.917236
	Iteration 10Q: 3 clusters Score -178149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178165.875000 Penalty: 3664.917236
	Iteration 11Q: 3 clusters Score -178165.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178179.625000 Penalty: 3664.917236
	Iteration 12Q: 3 clusters Score -178179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -178187.375000 Penalty: 3664.917236
	Iteration 13Q: 3 clusters Score -178187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -178194.328125 Penalty: 3664.917236
	Iteration 14Q: 3 clusters Score -178194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -178206.265625 Penalty: 3664.917236
	Iteration 15Q: 3 clusters Score -178206.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -178222.093750 Penalty: 3664.917236
	Iteration 16Q: 3 clusters Score -178222.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178238.187500 Penalty: 3664.917236
	Iteration 17Q: 3 clusters Score -178238.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178245.437500 Penalty: 3664.917236
	Iteration 18Q: 3 clusters Score -178245.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -178251.250000 Penalty: 3664.917236
	Iteration 19Q: 3 clusters Score -178251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178262.015625 Penalty: 3664.917236
	Iteration 20F: 3 clusters Score -178262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -178274.828125 Penalty: 3664.917236
	Iteration 21Q: 3 clusters Score -178274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178281.125000 Penalty: 3664.917236
	Iteration 22Q: 3 clusters Score -178281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178285.500000 Penalty: 3664.917236
	Iteration 23Q: 3 clusters Score -178285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178289.343750 Penalty: 3664.917236
	Iteration 24Q: 3 clusters Score -178289.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -178293.937500 Penalty: 3664.917236
	Iteration 25Q: 3 clusters Score -178293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178299.484375 Penalty: 3664.917236
	Iteration 26Q: 3 clusters Score -178299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178303.890625 Penalty: 3664.917236
	Iteration 27Q: 3 clusters Score -178303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -178307.968750 Penalty: 3664.917236
	Iteration 28Q: 3 clusters Score -178308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -178311.796875 Penalty: 3664.917236
	Iteration 29Q: 3 clusters Score -178311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -178315.953125 Penalty: 3664.917236
	Iteration 30Q: 3 clusters Score -178316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -178318.578125 Penalty: 3664.917236
	Iteration 31Q: 3 clusters Score -178318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -178321.390625 Penalty: 3664.917236
	Iteration 32Q: 3 clusters Score -178321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178325.437500 Penalty: 3664.917236
	Iteration 33Q: 3 clusters Score -178325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -178330.328125 Penalty: 3664.917236
	Iteration 34Q: 3 clusters Score -178330.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -178333.125000 Penalty: 3664.917236
	Iteration 35Q: 3 clusters Score -178333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178334.593750 Penalty: 3664.917236
	Iteration 36Q: 3 clusters Score -178334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -178336.375000 Penalty: 3664.917236
	Iteration 37Q: 3 clusters Score -178336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -178337.656250 Penalty: 3664.917236
	Iteration 38Q: 3 clusters Score -178337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178339.515625 Penalty: 3664.917236
	Iteration 39Q: 3 clusters Score -178339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178340.218750 Penalty: 3664.917236
	Iteration 40F: 3 clusters Score -178340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178341.328125 Penalty: 3664.917236
	Iteration 41Q: 3 clusters Score -178341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178341.531250 Penalty: 3664.917236
	Iteration 42Q: 3 clusters Score -178341.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178341.531250 Penalty: 3664.917236
	Iteration 43F: 3 clusters Score -178341.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -470660.843750 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -470660.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -466608.500000 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -466608.5 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -467469.781250 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -467469.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -467665.906250 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -467665.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -467837.437500 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -467837.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -467991.031250 Penalty: 4139.699219
	Iteration 4F: 3 clusters Score -467991 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -468110.125000 Penalty: 4139.699219
	Iteration 5Q: 3 clusters Score -468110.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -468211.000000 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -468211 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -468281.843750 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -468281.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -468351.125000 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -468351.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -468390.562500 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -468390.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -468418.625000 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -468418.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -468443.312500 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -468443.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -468470.468750 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -468470.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -468493.750000 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -468493.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -468519.125000 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -468519.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -468547.625000 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -468547.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -468570.937500 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -468570.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -468591.250000 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -468591.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -468605.562500 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -468605.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -468620.000000 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -468620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -468630.843750 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -468630.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -468640.781250 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -468640.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -468648.125000 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -468648.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -468658.968750 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -468659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -468667.062500 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -468667.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -468679.531250 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -468679.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -468691.812500 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -468691.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -468702.156250 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -468702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -468708.125000 Penalty: 4139.699219
	Iteration 28Q: 3 clusters Score -468708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -468712.906250 Penalty: 4139.699219
	Iteration 29Q: 3 clusters Score -468712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -468715.875000 Penalty: 4139.699219
	Iteration 30Q: 3 clusters Score -468715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -468718.218750 Penalty: 4139.699219
	Iteration 31Q: 3 clusters Score -468718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -468721.562500 Penalty: 4139.699219
	Iteration 32Q: 3 clusters Score -468721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -468725.093750 Penalty: 4139.699219
	Iteration 33Q: 3 clusters Score -468725.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -468729.500000 Penalty: 4139.699219
	Iteration 34Q: 3 clusters Score -468729.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -468737.843750 Penalty: 4139.699219
	Iteration 35Q: 3 clusters Score -468737.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -468745.156250 Penalty: 4139.699219
	Iteration 36Q: 3 clusters Score -468745.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -468752.062500 Penalty: 4139.699219
	Iteration 37Q: 3 clusters Score -468752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -468762.593750 Penalty: 4139.699219
	Iteration 38Q: 3 clusters Score -468762.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -468771.937500 Penalty: 4139.699219
	Iteration 39Q: 3 clusters Score -468771.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -468779.812500 Penalty: 4139.699219
	Iteration 40F: 3 clusters Score -468779.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -468790.437500 Penalty: 4139.699219
	Iteration 41Q: 3 clusters Score -468790.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -468797.437500 Penalty: 4139.699219
	Iteration 42Q: 3 clusters Score -468797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -468807.125000 Penalty: 4139.699219
	Iteration 43Q: 3 clusters Score -468807.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -468821.437500 Penalty: 4139.699219
	Iteration 44Q: 3 clusters Score -468821.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -468838.406250 Penalty: 4139.699219
	Iteration 45Q: 3 clusters Score -468838.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -468863.312500 Penalty: 4139.699219
	Iteration 46Q: 3 clusters Score -468863.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -468881.937500 Penalty: 4139.699219
	Iteration 47Q: 3 clusters Score -468881.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -468902.687500 Penalty: 4139.699219
	Iteration 48Q: 3 clusters Score -468902.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -468921.937500 Penalty: 4139.699219
	Iteration 49Q: 3 clusters Score -468921.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -468941.093750 Penalty: 4139.699219
	Iteration 50Q: 3 clusters Score -468941.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -468955.031250 Penalty: 4139.699219
	Iteration 51Q: 3 clusters Score -468955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -468968.593750 Penalty: 4139.699219
	Iteration 52Q: 3 clusters Score -468968.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -468980.218750 Penalty: 4139.699219
	Iteration 53Q: 3 clusters Score -468980.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -468990.875000 Penalty: 4139.699219
	Iteration 54Q: 3 clusters Score -468990.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -468998.593750 Penalty: 4139.699219
	Iteration 55Q: 3 clusters Score -468998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -469002.656250 Penalty: 4139.699219
	Iteration 56Q: 3 clusters Score -469002.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -469007.156250 Penalty: 4139.699219
	Iteration 57Q: 3 clusters Score -469007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -469013.437500 Penalty: 4139.699219
	Iteration 58Q: 3 clusters Score -469013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -469019.562500 Penalty: 4139.699219
	Iteration 59Q: 3 clusters Score -469019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -469026.062500 Penalty: 4139.699219
	Iteration 60F: 3 clusters Score -469026.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -469034.031250 Penalty: 4139.699219
	Iteration 61Q: 3 clusters Score -469034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -469039.687500 Penalty: 4139.699219
	Iteration 62Q: 3 clusters Score -469039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -469046.375000 Penalty: 4139.699219
	Iteration 63Q: 3 clusters Score -469046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -469051.843750 Penalty: 4139.699219
	Iteration 64Q: 3 clusters Score -469051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -469056.781250 Penalty: 4139.699219
	Iteration 65Q: 3 clusters Score -469056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -469057.750000 Penalty: 4139.699219
	Iteration 66Q: 3 clusters Score -469057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -469061.750000 Penalty: 4139.699219
	Iteration 67Q: 3 clusters Score -469061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -469067.343750 Penalty: 4139.699219
	Iteration 68Q: 3 clusters Score -469067.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -469072.656250 Penalty: 4139.699219
	Iteration 69Q: 3 clusters Score -469072.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -469081.500000 Penalty: 4139.699219
	Iteration 70Q: 3 clusters Score -469081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -469085.125000 Penalty: 4139.699219
	Iteration 71Q: 3 clusters Score -469085.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -469093.718750 Penalty: 4139.699219
	Iteration 72Q: 3 clusters Score -469093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -469102.218750 Penalty: 4139.699219
	Iteration 73Q: 3 clusters Score -469102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -469105.718750 Penalty: 4139.699219
	Iteration 74Q: 3 clusters Score -469105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -469109.843750 Penalty: 4139.699219
	Iteration 75Q: 3 clusters Score -469109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -469113.468750 Penalty: 4139.699219
	Iteration 76Q: 3 clusters Score -469113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -469115.625000 Penalty: 4139.699219
	Iteration 77Q: 3 clusters Score -469115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -469116.500000 Penalty: 4139.699219
	Iteration 78Q: 3 clusters Score -469116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -469120.593750 Penalty: 4139.699219
	Iteration 79Q: 3 clusters Score -469120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -469124.125000 Penalty: 4139.699219
	Iteration 80F: 3 clusters Score -469124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -469126.375000 Penalty: 4139.699219
	Iteration 81Q: 3 clusters Score -469126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -469128.187500 Penalty: 4139.699219
	Iteration 82Q: 3 clusters Score -469128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -469130.625000 Penalty: 4139.699219
	Iteration 83Q: 3 clusters Score -469130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -469132.312500 Penalty: 4139.699219
	Iteration 84Q: 3 clusters Score -469132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -469134.000000 Penalty: 4139.699219
	Iteration 85Q: 3 clusters Score -469134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -469135.750000 Penalty: 4139.699219
	Iteration 86Q: 3 clusters Score -469135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -469138.093750 Penalty: 4139.699219
	Iteration 87Q: 3 clusters Score -469138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -469138.906250 Penalty: 4139.699219
	Iteration 88Q: 3 clusters Score -469138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -469139.468750 Penalty: 4139.699219
	Iteration 89Q: 3 clusters Score -469139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -469139.468750 Penalty: 4139.699219
	Iteration 90F: 3 clusters Score -469139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Entering Unmasked Estep 
Score: -2042905.625000 Penalty: 2429.439209
	Iteration 0F: 2 clusters Score -2042906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2030152.250000 Penalty: 4858.878418
	Iteration 0F: 3 clusters Score -2030152 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2034234.375000 Penalty: 4858.878418
	Iteration 1F: 3 clusters Score -2034234 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2034905.125000 Penalty: 4858.878418
	Iteration 2F: 3 clusters Score -2034905 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2035780.125000 Penalty: 4858.878418
	Iteration 3F: 3 clusters Score -2035780 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2036991.375000 Penalty: 4858.878418
	Iteration 4F: 3 clusters Score -2036991 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2038401.250000 Penalty: 4858.878418
	Iteration 5F: 3 clusters Score -2038401 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2039772.625000 Penalty: 4858.878418
	Iteration 6F: 3 clusters Score -2039773 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2040829.000000 Penalty: 4858.878418
	Iteration 7F: 3 clusters Score -2040829 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2041437.875000 Penalty: 4858.878418
	Iteration 8Q: 3 clusters Score -2041438 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2041758.125000 Penalty: 4858.878418
	Iteration 9Q: 3 clusters Score -2041758 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2041912.500000 Penalty: 4858.878418
	Iteration 10Q: 3 clusters Score -2041912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2041995.625000 Penalty: 4858.878418
	Iteration 11Q: 3 clusters Score -2041996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2042048.250000 Penalty: 4858.878418
	Iteration 12Q: 3 clusters Score -2042048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2042081.500000 Penalty: 4858.878418
	Iteration 13Q: 3 clusters Score -2042082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2042102.500000 Penalty: 4858.878418
	Iteration 14Q: 3 clusters Score -2042102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2042115.750000 Penalty: 4858.878418
	Iteration 15Q: 3 clusters Score -2042116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2042132.750000 Penalty: 4858.878418
	Iteration 16Q: 3 clusters Score -2042133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2042141.000000 Penalty: 4858.878418
	Iteration 17Q: 3 clusters Score -2042141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2042154.125000 Penalty: 4858.878418
	Iteration 18Q: 3 clusters Score -2042154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2042167.375000 Penalty: 4858.878418
	Iteration 19Q: 3 clusters Score -2042167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2042170.875000 Penalty: 4858.878418
	Iteration 20F: 3 clusters Score -2042171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2042172.125000 Penalty: 4858.878418
	Iteration 21Q: 3 clusters Score -2042172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2042175.875000 Penalty: 4858.878418
	Iteration 22Q: 3 clusters Score -2042176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2042176.375000 Penalty: 4858.878418
	Iteration 23Q: 3 clusters Score -2042176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2042175.750000 Penalty: 4858.878418
	Iteration 24Q: 3 clusters Score -2042176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2042176.750000 Penalty: 4858.878418
	Iteration 25Q: 3 clusters Score -2042177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2042178.250000 Penalty: 4858.878418
	Iteration 26Q: 3 clusters Score -2042178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2042179.500000 Penalty: 4858.878418
	Iteration 27Q: 3 clusters Score -2042180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2042178.500000 Penalty: 4858.878418
	Iteration 28Q: 3 clusters Score -2042178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2042183.000000 Penalty: 4858.878418
	Iteration 29Q: 3 clusters Score -2042183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2042183.000000 Penalty: 4858.878418
	Iteration 30F: 3 clusters Score -2042183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Entering Unmasked Estep 
Score: -2824253.750000 Penalty: 2510.091553
	Iteration 0F: 2 clusters Score -2824254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2806987.250000 Penalty: 5020.183105
	Iteration 0F: 3 clusters Score -2806987 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2813089.000000 Penalty: 5020.183105
	Iteration 1F: 3 clusters Score -2813089 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2813822.500000 Penalty: 5020.183105
	Iteration 2F: 3 clusters Score -2813822 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2814987.750000 Penalty: 5020.183105
	Iteration 3F: 3 clusters Score -2814988 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2816437.750000 Penalty: 5020.183105
	Iteration 4F: 3 clusters Score -2816438 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2818087.000000 Penalty: 5020.183105
	Iteration 5F: 3 clusters Score -2818087 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2819787.750000 Penalty: 5020.183105
	Iteration 6F: 3 clusters Score -2819788 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2821226.750000 Penalty: 5020.183105
	Iteration 7F: 3 clusters Score -2821227 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2822242.500000 Penalty: 5020.183105
	Iteration 8Q: 3 clusters Score -2822242 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2822765.000000 Penalty: 5020.183105
	Iteration 9Q: 3 clusters Score -2822765 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2822971.500000 Penalty: 5020.183105
	Iteration 10Q: 3 clusters Score -2822972 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2823122.750000 Penalty: 5020.183105
	Iteration 11Q: 3 clusters Score -2823123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2823219.000000 Penalty: 5020.183105
	Iteration 12Q: 3 clusters Score -2823219 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2823292.750000 Penalty: 5020.183105
	Iteration 13Q: 3 clusters Score -2823293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2823334.750000 Penalty: 5020.183105
	Iteration 14Q: 3 clusters Score -2823335 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2823369.250000 Penalty: 5020.183105
	Iteration 15Q: 3 clusters Score -2823369 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2823404.000000 Penalty: 5020.183105
	Iteration 16Q: 3 clusters Score -2823404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2823431.500000 Penalty: 5020.183105
	Iteration 17Q: 3 clusters Score -2823432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2823451.000000 Penalty: 5020.183105
	Iteration 18Q: 3 clusters Score -2823451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2823469.000000 Penalty: 5020.183105
	Iteration 19Q: 3 clusters Score -2823469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2823487.750000 Penalty: 5020.183105
	Iteration 20F: 3 clusters Score -2823488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2823504.250000 Penalty: 5020.183105
	Iteration 21Q: 3 clusters Score -2823504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2823505.250000 Penalty: 5020.183105
	Iteration 22Q: 3 clusters Score -2823505 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2823527.750000 Penalty: 5020.183105
	Iteration 23Q: 3 clusters Score -2823528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2823530.250000 Penalty: 5020.183105
	Iteration 24Q: 3 clusters Score -2823530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2823535.500000 Penalty: 5020.183105
	Iteration 25Q: 3 clusters Score -2823536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2823540.750000 Penalty: 5020.183105
	Iteration 26Q: 3 clusters Score -2823541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2823555.750000 Penalty: 5020.183105
	Iteration 27Q: 3 clusters Score -2823556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2823554.750000 Penalty: 5020.183105
	Iteration 28Q: 3 clusters Score -2823555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2823559.000000 Penalty: 5020.183105
	Iteration 29Q: 3 clusters Score -2823559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2823567.500000 Penalty: 5020.183105
	Iteration 30Q: 3 clusters Score -2823568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2823573.750000 Penalty: 5020.183105
	Iteration 31Q: 3 clusters Score -2823574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2823573.750000 Penalty: 5020.183105
	Iteration 32Q: 3 clusters Score -2823574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2823565.250000 Penalty: 5020.183105
	Iteration 33Q: 3 clusters Score -2823565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -2823572.000000 Penalty: 5020.183105
	Iteration 34Q: 3 clusters Score -2823572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2823574.000000 Penalty: 5020.183105
	Iteration 35Q: 3 clusters Score -2823574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2823576.250000 Penalty: 5020.183105
	Iteration 36Q: 3 clusters Score -2823576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2823575.750000 Penalty: 5020.183105
	Iteration 37Q: 3 clusters Score -2823576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2823575.250000 Penalty: 5020.183105
	Iteration 38Q: 3 clusters Score -2823575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2823583.750000 Penalty: 5020.183105
	Iteration 39Q: 3 clusters Score -2823584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2823588.500000 Penalty: 5020.183105
	Iteration 40F: 3 clusters Score -2823588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2823590.500000 Penalty: 5020.183105
	Iteration 41Q: 3 clusters Score -2823590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2823589.000000 Penalty: 5020.183105
	Iteration 42Q: 3 clusters Score -2823589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2823593.000000 Penalty: 5020.183105
	Iteration 43Q: 3 clusters Score -2823593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2823597.750000 Penalty: 5020.183105
	Iteration 44Q: 3 clusters Score -2823598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2823604.750000 Penalty: 5020.183105
	Iteration 45Q: 3 clusters Score -2823605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2823615.500000 Penalty: 5020.183105
	Iteration 46Q: 3 clusters Score -2823616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2823615.250000 Penalty: 5020.183105
	Iteration 47Q: 3 clusters Score -2823615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2823615.500000 Penalty: 5020.183105
	Iteration 48Q: 3 clusters Score -2823616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2823620.750000 Penalty: 5020.183105
	Iteration 49Q: 3 clusters Score -2823621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2823614.500000 Penalty: 5020.183105
	Iteration 50Q: 3 clusters Score -2823614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2823623.250000 Penalty: 5020.183105
	Iteration 51Q: 3 clusters Score -2823623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2823625.750000 Penalty: 5020.183105
	Iteration 52Q: 3 clusters Score -2823626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2823621.750000 Penalty: 5020.183105
	Iteration 53Q: 3 clusters Score -2823622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2823629.000000 Penalty: 5020.183105
	Iteration 54Q: 3 clusters Score -2823629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2823630.000000 Penalty: 5020.183105
	Iteration 55Q: 3 clusters Score -2823630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2823632.000000 Penalty: 5020.183105
	Iteration 56Q: 3 clusters Score -2823632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2823631.750000 Penalty: 5020.183105
	Iteration 57Q: 3 clusters Score -2823632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2823632.000000 Penalty: 5020.183105
	Iteration 58Q: 3 clusters Score -2823632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2823632.000000 Penalty: 5020.183105
	Iteration 59Q: 3 clusters Score -2823632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2823632.500000 Penalty: 5020.183105
	Iteration 60F: 3 clusters Score -2823632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2823631.250000 Penalty: 5020.183105
	Iteration 61Q: 3 clusters Score -2823631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2823633.250000 Penalty: 5020.183105
	Iteration 62Q: 3 clusters Score -2823633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2823632.500000 Penalty: 5020.183105
	Iteration 63Q: 3 clusters Score -2823632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2823635.750000 Penalty: 5020.183105
	Iteration 64Q: 3 clusters Score -2823636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2823637.500000 Penalty: 5020.183105
	Iteration 65Q: 3 clusters Score -2823638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2823631.250000 Penalty: 5020.183105
	Iteration 66Q: 3 clusters Score -2823631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2823632.500000 Penalty: 5020.183105
	Iteration 67Q: 3 clusters Score -2823632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2823632.500000 Penalty: 5020.183105
	Iteration 68F: 3 clusters Score -2823632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (246708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246708 members 
Entering Unmasked Estep 
Score: -27818374.000000 Penalty: 3079.158203
	Iteration 0F: 2 clusters Score -2.781837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -27664408.000000 Penalty: 6158.316406
	Iteration 0F: 3 clusters Score -2.766441e+07 nChanged 119377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 133325 members 
Entering Unmasked Estep 
Score: -27735160.000000 Penalty: 6158.316406
	Iteration 1F: 3 clusters Score -2.773516e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -27736942.000000 Penalty: 6158.316406
	Iteration 2Q: 3 clusters Score -2.773694e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -27740552.000000 Penalty: 6158.316406
	Iteration 3Q: 3 clusters Score -2.774055e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -27747590.000000 Penalty: 6158.316406
	Iteration 4F: 3 clusters Score -2.774759e+07 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 179665 members 
Entering Unmasked Estep 
Score: -27760698.000000 Penalty: 6158.316406
	Iteration 5F: 3 clusters Score -2.77607e+07 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 201347 members 
Entering Unmasked Estep 
Score: -27780296.000000 Penalty: 6158.316406
	Iteration 6F: 3 clusters Score -2.77803e+07 nChanged 20704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 221999 members 
Entering Unmasked Estep 
Score: -27800722.000000 Penalty: 6158.316406
	Iteration 7F: 3 clusters Score -2.780072e+07 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 236406 members 
Entering Unmasked Estep 
Score: -27810092.000000 Penalty: 6158.316406
	Iteration 8F: 3 clusters Score -2.781009e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 242804 members 
Entering Unmasked Estep 
Score: -27813612.000000 Penalty: 6158.316406
	Iteration 9Q: 3 clusters Score -2.781361e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 245162 members 
Entering Unmasked Estep 
Score: -27814798.000000 Penalty: 6158.316406
	Iteration 10Q: 3 clusters Score -2.78148e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 245955 members 
Entering Unmasked Estep 
Score: -27815272.000000 Penalty: 6158.316406
	Iteration 11Q: 3 clusters Score -2.781527e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 246226 members 
Entering Unmasked Estep 
Score: -27815508.000000 Penalty: 6158.316406
	Iteration 12Q: 3 clusters Score -2.781551e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 246328 members 
Entering Unmasked Estep 
Score: -27815582.000000 Penalty: 6158.316406
	Iteration 13Q: 3 clusters Score -2.781558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 246385 members 
Entering Unmasked Estep 
Score: -27815690.000000 Penalty: 6158.316406
	Iteration 14Q: 3 clusters Score -2.781569e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246412 members 
Entering Unmasked Estep 
Score: -27815708.000000 Penalty: 6158.316406
	Iteration 15Q: 3 clusters Score -2.781571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 246422 members 
Entering Unmasked Estep 
Score: -27815710.000000 Penalty: 6158.316406
	Iteration 16Q: 3 clusters Score -2.781571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246430 members 
Entering Unmasked Estep 
Score: -27815718.000000 Penalty: 6158.316406
	Iteration 17Q: 3 clusters Score -2.781572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246438 members 
Entering Unmasked Estep 
Score: -27815728.000000 Penalty: 6158.316406
	Iteration 18Q: 3 clusters Score -2.781573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 246444 members 
Entering Unmasked Estep 
Score: -27815726.000000 Penalty: 6158.316406
	Iteration 19Q: 3 clusters Score -2.781573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246443 members 
Entering Unmasked Estep 
Score: -27815738.000000 Penalty: 6158.316406
	Iteration 20F: 3 clusters Score -2.781574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246442 members 
Entering Unmasked Estep 
Score: -27815738.000000 Penalty: 6158.316406
	Iteration 21Q: 3 clusters Score -2.781574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246442 members 
Entering Unmasked Estep 
Score: -27815738.000000 Penalty: 6158.316406
	Iteration 22F: 3 clusters Score -2.781574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239403 members 
Entering Unmasked Estep 
Score: -26822936.000000 Penalty: 3071.704102
	Iteration 0F: 2 clusters Score -2.682294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119671 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -26670860.000000 Penalty: 6143.408203
	Iteration 0F: 3 clusters Score -2.667086e+07 nChanged 115702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -26738554.000000 Penalty: 6143.408203
	Iteration 1F: 3 clusters Score -2.673855e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 123495 members 
Entering Unmasked Estep 
Score: -26739736.000000 Penalty: 6143.408203
	Iteration 2Q: 3 clusters Score -2.673974e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 126051 members 
Entering Unmasked Estep 
Score: -26741362.000000 Penalty: 6143.408203
	Iteration 3Q: 3 clusters Score -2.674136e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 129893 members 
Entering Unmasked Estep 
Score: -26743618.000000 Penalty: 6143.408203
	Iteration 4Q: 3 clusters Score -2.674362e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 135464 members 
Entering Unmasked Estep 
Score: -26746766.000000 Penalty: 6143.408203
	Iteration 5Q: 3 clusters Score -2.674677e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 143390 members 
Entering Unmasked Estep 
Score: -26751744.000000 Penalty: 6143.408203
	Iteration 6Q: 3 clusters Score -2.675174e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 153881 members 
Entering Unmasked Estep 
Score: -26758946.000000 Penalty: 6143.408203
	Iteration 7F: 3 clusters Score -2.675895e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 166653 members 
Entering Unmasked Estep 
Score: -26768798.000000 Penalty: 6143.408203
	Iteration 8F: 3 clusters Score -2.67688e+07 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -26781508.000000 Penalty: 6143.408203
	Iteration 9F: 3 clusters Score -2.678151e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 192833 members 
Entering Unmasked Estep 
Score: -26793370.000000 Penalty: 6143.408203
	Iteration 10F: 3 clusters Score -2.679337e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 202258 members 
Entering Unmasked Estep 
Score: -26802600.000000 Penalty: 6143.408203
	Iteration 11Q: 3 clusters Score -2.68026e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 208595 members 
Entering Unmasked Estep 
Score: -26808540.000000 Penalty: 6143.408203
	Iteration 12Q: 3 clusters Score -2.680854e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 213186 members 
Entering Unmasked Estep 
Score: -26812286.000000 Penalty: 6143.408203
	Iteration 13Q: 3 clusters Score -2.681229e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 216887 members 
Entering Unmasked Estep 
Score: -26814678.000000 Penalty: 6143.408203
	Iteration 14Q: 3 clusters Score -2.681468e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 219934 members 
Entering Unmasked Estep 
Score: -26816758.000000 Penalty: 6143.408203
	Iteration 15Q: 3 clusters Score -2.681676e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 222489 members 
Entering Unmasked Estep 
Score: -26817954.000000 Penalty: 6143.408203
	Iteration 16Q: 3 clusters Score -2.681795e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 224570 members 
Entering Unmasked Estep 
Score: -26818684.000000 Penalty: 6143.408203
	Iteration 17Q: 3 clusters Score -2.681868e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 226328 members 
Entering Unmasked Estep 
Score: -26819236.000000 Penalty: 6143.408203
	Iteration 18Q: 3 clusters Score -2.681924e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 227817 members 
Entering Unmasked Estep 
Score: -26819740.000000 Penalty: 6143.408203
	Iteration 19Q: 3 clusters Score -2.681974e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 229047 members 
Entering Unmasked Estep 
Score: -26820162.000000 Penalty: 6143.408203
	Iteration 20F: 3 clusters Score -2.682016e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 230123 members 
Entering Unmasked Estep 
Score: -26820404.000000 Penalty: 6143.408203
	Iteration 21Q: 3 clusters Score -2.68204e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 231083 members 
Entering Unmasked Estep 
Score: -26820434.000000 Penalty: 6143.408203
	Iteration 22Q: 3 clusters Score -2.682043e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 231880 members 
Entering Unmasked Estep 
Score: -26820496.000000 Penalty: 6143.408203
	Iteration 23Q: 3 clusters Score -2.68205e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 232593 members 
Entering Unmasked Estep 
Score: -26820576.000000 Penalty: 6143.408203
	Iteration 24Q: 3 clusters Score -2.682058e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 233246 members 
Entering Unmasked Estep 
Score: -26820682.000000 Penalty: 6143.408203
	Iteration 25Q: 3 clusters Score -2.682068e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 233813 members 
Entering Unmasked Estep 
Score: -26820706.000000 Penalty: 6143.408203
	Iteration 26Q: 3 clusters Score -2.682071e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 234319 members 
Entering Unmasked Estep 
Score: -26820766.000000 Penalty: 6143.408203
	Iteration 27Q: 3 clusters Score -2.682077e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 234763 members 
Entering Unmasked Estep 
Score: -26820788.000000 Penalty: 6143.408203
	Iteration 28Q: 3 clusters Score -2.682079e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 235190 members 
Entering Unmasked Estep 
Score: -26820742.000000 Penalty: 6143.408203
	Iteration 29Q: 3 clusters Score -2.682074e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 235560 members 
Entering Unmasked Estep 
Score: -26820774.000000 Penalty: 6143.408203
	Iteration 30Q: 3 clusters Score -2.682077e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 235896 members 
Entering Unmasked Estep 
Score: -26820778.000000 Penalty: 6143.408203
	Iteration 31Q: 3 clusters Score -2.682078e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 236203 members 
Entering Unmasked Estep 
Score: -26820716.000000 Penalty: 6143.408203
	Iteration 32Q: 3 clusters Score -2.682072e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 236490 members 
Entering Unmasked Estep 
Score: -26820696.000000 Penalty: 6143.408203
	Iteration 33Q: 3 clusters Score -2.68207e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 236744 members 
Entering Unmasked Estep 
Score: -26820672.000000 Penalty: 6143.408203
	Iteration 34Q: 3 clusters Score -2.682067e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 236965 members 
Entering Unmasked Estep 
Score: -26820648.000000 Penalty: 6143.408203
	Iteration 35Q: 3 clusters Score -2.682065e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 237152 members 
Entering Unmasked Estep 
Score: -26820724.000000 Penalty: 6143.408203
	Iteration 36Q: 3 clusters Score -2.682072e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 237288 members 
Entering Unmasked Estep 
Score: -26820796.000000 Penalty: 6143.408203
	Iteration 37Q: 3 clusters Score -2.68208e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 237421 members 
Entering Unmasked Estep 
Score: -26820828.000000 Penalty: 6143.408203
	Iteration 38Q: 3 clusters Score -2.682083e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 237529 members 
Entering Unmasked Estep 
Score: -26820846.000000 Penalty: 6143.408203
	Iteration 39Q: 3 clusters Score -2.682085e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 237622 members 
Entering Unmasked Estep 
Score: -26820844.000000 Penalty: 6143.408203
	Iteration 40F: 3 clusters Score -2.682084e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 237702 members 
Entering Unmasked Estep 
Score: -26820868.000000 Penalty: 6143.408203
	Iteration 41Q: 3 clusters Score -2.682087e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 237756 members 
Entering Unmasked Estep 
Score: -26820850.000000 Penalty: 6143.408203
	Iteration 42Q: 3 clusters Score -2.682085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 237809 members 
Entering Unmasked Estep 
Score: -26820854.000000 Penalty: 6143.408203
	Iteration 43Q: 3 clusters Score -2.682085e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 237851 members 
Entering Unmasked Estep 
Score: -26820850.000000 Penalty: 6143.408203
	Iteration 44Q: 3 clusters Score -2.682085e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 237884 members 
Entering Unmasked Estep 
Score: -26820838.000000 Penalty: 6143.408203
	Iteration 45Q: 3 clusters Score -2.682084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 237915 members 
Entering Unmasked Estep 
Score: -26820830.000000 Penalty: 6143.408203
	Iteration 46Q: 3 clusters Score -2.682083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 237926 members 
Entering Unmasked Estep 
Score: -26820852.000000 Penalty: 6143.408203
	Iteration 47Q: 3 clusters Score -2.682085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 237944 members 
Entering Unmasked Estep 
Score: -26820850.000000 Penalty: 6143.408203
	Iteration 48Q: 3 clusters Score -2.682085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 237967 members 
Entering Unmasked Estep 
Score: -26820864.000000 Penalty: 6143.408203
	Iteration 49Q: 3 clusters Score -2.682086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 237989 members 
Entering Unmasked Estep 
Score: -26820858.000000 Penalty: 6143.408203
	Iteration 50Q: 3 clusters Score -2.682086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 238009 members 
Entering Unmasked Estep 
Score: -26820880.000000 Penalty: 6143.408203
	Iteration 51Q: 3 clusters Score -2.682088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 238021 members 
Entering Unmasked Estep 
Score: -26820884.000000 Penalty: 6143.408203
	Iteration 52Q: 3 clusters Score -2.682088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 238029 members 
Entering Unmasked Estep 
Score: -26820866.000000 Penalty: 6143.408203
	Iteration 53Q: 3 clusters Score -2.682087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 238041 members 
Entering Unmasked Estep 
Score: -26820858.000000 Penalty: 6143.408203
	Iteration 54Q: 3 clusters Score -2.682086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 238046 members 
Entering Unmasked Estep 
Score: -26820836.000000 Penalty: 6143.408203
	Iteration 55Q: 3 clusters Score -2.682084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 238055 members 
Entering Unmasked Estep 
Score: -26820866.000000 Penalty: 6143.408203
	Iteration 56Q: 3 clusters Score -2.682087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 238066 members 
Entering Unmasked Estep 
Score: -26820870.000000 Penalty: 6143.408203
	Iteration 57Q: 3 clusters Score -2.682087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 238080 members 
Entering Unmasked Estep 
Score: -26820872.000000 Penalty: 6143.408203
	Iteration 58Q: 3 clusters Score -2.682087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 238094 members 
Entering Unmasked Estep 
Score: -26820892.000000 Penalty: 6143.408203
	Iteration 59Q: 3 clusters Score -2.682089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 238103 members 
Entering Unmasked Estep 
Score: -26820910.000000 Penalty: 6143.408203
	Iteration 60F: 3 clusters Score -2.682091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 238110 members 
Entering Unmasked Estep 
Score: -26820884.000000 Penalty: 6143.408203
	Iteration 61Q: 3 clusters Score -2.682088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 238116 members 
Entering Unmasked Estep 
Score: -26820876.000000 Penalty: 6143.408203
	Iteration 62Q: 3 clusters Score -2.682088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 238121 members 
Entering Unmasked Estep 
Score: -26820882.000000 Penalty: 6143.408203
	Iteration 63Q: 3 clusters Score -2.682088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 238126 members 
Entering Unmasked Estep 
Score: -26820862.000000 Penalty: 6143.408203
	Iteration 64Q: 3 clusters Score -2.682086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 238132 members 
Entering Unmasked Estep 
Score: -26820886.000000 Penalty: 6143.408203
	Iteration 65Q: 3 clusters Score -2.682089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 238135 members 
Entering Unmasked Estep 
Score: -26820886.000000 Penalty: 6143.408203
	Iteration 66Q: 3 clusters Score -2.682089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 238138 members 
Entering Unmasked Estep 
Score: -26820886.000000 Penalty: 6143.408203
	Iteration 67Q: 3 clusters Score -2.682089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 238144 members 
Entering Unmasked Estep 
Score: -26820886.000000 Penalty: 6143.408203
	Iteration 68Q: 3 clusters Score -2.682089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 238146 members 
Entering Unmasked Estep 
Score: -26820888.000000 Penalty: 6143.408203
	Iteration 69Q: 3 clusters Score -2.682089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 238149 members 
Entering Unmasked Estep 
Score: -26820878.000000 Penalty: 6143.408203
	Iteration 70Q: 3 clusters Score -2.682088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 238149 members 
Entering Unmasked Estep 
Score: -26820878.000000 Penalty: 6143.408203
	Iteration 71F: 3 clusters Score -2.682088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Entering Unmasked Estep 
Score: -4658789.500000 Penalty: 2635.271973
	Iteration 0F: 2 clusters Score -4658790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4631055.500000 Penalty: 5270.543945
	Iteration 0F: 3 clusters Score -4631056 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4641350.000000 Penalty: 5270.543945
	Iteration 1F: 3 clusters Score -4641350 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4641850.000000 Penalty: 5270.543945
	Iteration 2Q: 3 clusters Score -4641850 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4642348.000000 Penalty: 5270.543945
	Iteration 3Q: 3 clusters Score -4642348 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4642870.500000 Penalty: 5270.543945
	Iteration 4Q: 3 clusters Score -4642870 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4643542.000000 Penalty: 5270.543945
	Iteration 5Q: 3 clusters Score -4643542 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4644461.500000 Penalty: 5270.543945
	Iteration 6Q: 3 clusters Score -4644462 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4645687.500000 Penalty: 5270.543945
	Iteration 7F: 3 clusters Score -4645688 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4647340.000000 Penalty: 5270.543945
	Iteration 8F: 3 clusters Score -4647340 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4649273.000000 Penalty: 5270.543945
	Iteration 9F: 3 clusters Score -4649273 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4651637.500000 Penalty: 5270.543945
	Iteration 10F: 3 clusters Score -4651638 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4654014.000000 Penalty: 5270.543945
	Iteration 11F: 3 clusters Score -4654014 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4655738.000000 Penalty: 5270.543945
	Iteration 12Q: 3 clusters Score -4655738 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4656623.500000 Penalty: 5270.543945
	Iteration 13Q: 3 clusters Score -4656624 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4656935.000000 Penalty: 5270.543945
	Iteration 14Q: 3 clusters Score -4656935 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4657110.500000 Penalty: 5270.543945
	Iteration 15Q: 3 clusters Score -4657110 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4657190.500000 Penalty: 5270.543945
	Iteration 16Q: 3 clusters Score -4657190 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4657259.000000 Penalty: 5270.543945
	Iteration 17Q: 3 clusters Score -4657259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4657274.000000 Penalty: 5270.543945
	Iteration 18Q: 3 clusters Score -4657274 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4657313.000000 Penalty: 5270.543945
	Iteration 19Q: 3 clusters Score -4657313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -4657319.000000 Penalty: 5270.543945
	Iteration 20F: 3 clusters Score -4657319 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -4657363.500000 Penalty: 5270.543945
	Iteration 21Q: 3 clusters Score -4657364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4657396.500000 Penalty: 5270.543945
	Iteration 22Q: 3 clusters Score -4657396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4657408.500000 Penalty: 5270.543945
	Iteration 23Q: 3 clusters Score -4657408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4657411.500000 Penalty: 5270.543945
	Iteration 24Q: 3 clusters Score -4657412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -4657410.500000 Penalty: 5270.543945
	Iteration 25Q: 3 clusters Score -4657410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4657420.000000 Penalty: 5270.543945
	Iteration 26Q: 3 clusters Score -4657420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4657428.000000 Penalty: 5270.543945
	Iteration 27Q: 3 clusters Score -4657428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -4657420.500000 Penalty: 5270.543945
	Iteration 28Q: 3 clusters Score -4657420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4657445.500000 Penalty: 5270.543945
	Iteration 29Q: 3 clusters Score -4657446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4657459.500000 Penalty: 5270.543945
	Iteration 30Q: 3 clusters Score -4657460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4657468.000000 Penalty: 5270.543945
	Iteration 31Q: 3 clusters Score -4657468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4657477.500000 Penalty: 5270.543945
	Iteration 32Q: 3 clusters Score -4657478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4657501.500000 Penalty: 5270.543945
	Iteration 33Q: 3 clusters Score -4657502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4657497.000000 Penalty: 5270.543945
	Iteration 34Q: 3 clusters Score -4657497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4657503.000000 Penalty: 5270.543945
	Iteration 35Q: 3 clusters Score -4657503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -4657498.500000 Penalty: 5270.543945
	Iteration 36Q: 3 clusters Score -4657498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4657500.000000 Penalty: 5270.543945
	Iteration 37Q: 3 clusters Score -4657500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4657502.500000 Penalty: 5270.543945
	Iteration 38Q: 3 clusters Score -4657502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -4657499.000000 Penalty: 5270.543945
	Iteration 39Q: 3 clusters Score -4657499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -4657492.500000 Penalty: 5270.543945
	Iteration 40F: 3 clusters Score -4657492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4657501.500000 Penalty: 5270.543945
	Iteration 41Q: 3 clusters Score -4657502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4657498.500000 Penalty: 5270.543945
	Iteration 42Q: 3 clusters Score -4657498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4657500.000000 Penalty: 5270.543945
	Iteration 43Q: 3 clusters Score -4657500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4657493.500000 Penalty: 5270.543945
	Iteration 44Q: 3 clusters Score -4657494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4657497.500000 Penalty: 5270.543945
	Iteration 45Q: 3 clusters Score -4657498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4657498.500000 Penalty: 5270.543945
	Iteration 46Q: 3 clusters Score -4657498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4657503.000000 Penalty: 5270.543945
	Iteration 47Q: 3 clusters Score -4657503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4657515.500000 Penalty: 5270.543945
	Iteration 48Q: 3 clusters Score -4657516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4657515.500000 Penalty: 5270.543945
	Iteration 49Q: 3 clusters Score -4657516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4657514.500000 Penalty: 5270.543945
	Iteration 50Q: 3 clusters Score -4657514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4657515.500000 Penalty: 5270.543945
	Iteration 51Q: 3 clusters Score -4657516 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4657511 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4657513.500000 Penalty: 5270.543945
	Iteration 53Q: 3 clusters Score -4657514 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4657517 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4657515 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4657518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -4657520.500000 Penalty: 5270.543945
	Iteration 57Q: 3 clusters Score -4657520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4657526 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -4657521.500000 Penalty: 5270.543945
	Iteration 59Q: 3 clusters Score -4657522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4657524.000000 Penalty: 5270.543945
	Iteration 60F: 3 clusters Score -4657524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4657522.500000 Penalty: 5270.543945
	Iteration 61Q: 3 clusters Score -4657522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4657519.000000 Penalty: 5270.543945
	Iteration 62Q: 3 clusters Score -4657519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4657520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4657524 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4657523.500000 Penalty: 5270.543945
	Iteration 65Q: 3 clusters Score -4657524 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4657524 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4657527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4657524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -4657530.000000 Penalty: 5270.543945
	Iteration 69Q: 3 clusters Score -4657530 nChanged 14
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Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4657530 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4657530 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4657545 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4657540 nChanged 20
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Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4657539 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4657540 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4657554 nChanged 29
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Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4657557 nChanged 24
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Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4657556 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4657551 nChanged 25
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Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4657553 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4657568 nChanged 22
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Mstep: Class 1 contains 36210 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4657558 nChanged 22
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Mstep: Class 1 contains 36232 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4657556 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36257 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4657556 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36281 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4657558 nChanged 22
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Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4657558 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4657562 nChanged 24
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Mstep: Class 1 contains 36348 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4657563 nChanged 23
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Mstep: Class 1 contains 36371 members 
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	Iteration 89Q: 3 clusters Score -4657558 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 4804 members 
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	Iteration 90Q: 3 clusters Score -4657561 nChanged 18
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Mstep: Class 1 contains 36410 members 
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	Iteration 91Q: 3 clusters Score -4657564 nChanged 15
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Mstep: Class 1 contains 36425 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4657578 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4657579 nChanged 21
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Mstep: Class 1 contains 36461 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4657577 nChanged 24
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Mstep: Class 1 contains 36485 members 
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	Iteration 95Q: 3 clusters Score -4657578 nChanged 25
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Mstep: Class 1 contains 36510 members 
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	Iteration 96Q: 3 clusters Score -4657577 nChanged 14
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Mstep: Class 1 contains 36524 members 
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Entering Unmasked Estep 
Score: -4657581.500000 Penalty: 5270.543945
	Iteration 97Q: 3 clusters Score -4657582 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
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	Iteration 98Q: 3 clusters Score -4657590 nChanged 18
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Mstep: Class 1 contains 36556 members 
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	Iteration 99Q: 3 clusters Score -4657590 nChanged 29
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Mstep: Class 1 contains 36585 members 
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	Iteration 100F: 3 clusters Score -4657587 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36626 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4657600 nChanged 40
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Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 4530 members 
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	Iteration 102Q: 3 clusters Score -4657613 nChanged 42
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Mstep: Class 1 contains 36704 members 
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	Iteration 103Q: 3 clusters Score -4657626 nChanged 48
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Mstep: Class 1 contains 36750 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4657634 nChanged 57
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Mstep: Class 1 contains 36793 members 
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	Iteration 105Q: 3 clusters Score -4657644 nChanged 50
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Mstep: Class 1 contains 36839 members 
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Entering Unmasked Estep 
Score: -4657650.500000 Penalty: 5270.543945
	Iteration 106Q: 3 clusters Score -4657650 nChanged 52
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Mstep: Class 1 contains 36891 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4657660 nChanged 56
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Mstep: Class 1 contains 36941 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4657662 nChanged 64
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Mstep: Class 1 contains 37003 members 
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	Iteration 109Q: 3 clusters Score -4657667 nChanged 65
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Mstep: Class 1 contains 37066 members 
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	Iteration 110Q: 3 clusters Score -4657700 nChanged 60
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	Iteration 111Q: 3 clusters Score -4657710 nChanged 56
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4657727 nChanged 49
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Mstep: Class 1 contains 37227 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4657722 nChanged 42
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Mstep: Class 1 contains 37269 members 
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Entering Unmasked Estep 
Score: -4657723.500000 Penalty: 5270.543945
	Iteration 114Q: 3 clusters Score -4657724 nChanged 27
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Mstep: Class 1 contains 37296 members 
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Score: -4657733.500000 Penalty: 5270.543945
	Iteration 115Q: 3 clusters Score -4657734 nChanged 23
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Mstep: Class 1 contains 37319 members 
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Score: -4657720.000000 Penalty: 5270.543945
	Iteration 116Q: 3 clusters Score -4657720 nChanged 20
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Mstep: Class 1 contains 37339 members 
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	Iteration 117Q: 3 clusters Score -4657728 nChanged 28
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	Iteration 118Q: 3 clusters Score -4657720 nChanged 27
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Mstep: Class 1 contains 37390 members 
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Entering Unmasked Estep 
Score: -4657732.500000 Penalty: 5270.543945
	Iteration 119Q: 3 clusters Score -4657732 nChanged 21
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Mstep: Class 1 contains 37409 members 
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Entering Unmasked Estep 
Score: -4657738.500000 Penalty: 5270.543945
	Iteration 120F: 3 clusters Score -4657738 nChanged 19
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4657740 nChanged 25
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	Iteration 122Q: 3 clusters Score -4657738 nChanged 20
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4657734 nChanged 18
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4657735 nChanged 27
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	Iteration 125Q: 3 clusters Score -4657751 nChanged 27
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	Iteration 126Q: 3 clusters Score -4657758 nChanged 21
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	Iteration 127Q: 3 clusters Score -4657761 nChanged 26
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	Iteration 128Q: 3 clusters Score -4657768 nChanged 16
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	Iteration 129Q: 3 clusters Score -4657768 nChanged 17
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	Iteration 130Q: 3 clusters Score -4657766 nChanged 17
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	Iteration 131Q: 3 clusters Score -4657773 nChanged 13
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	Iteration 132Q: 3 clusters Score -4657778 nChanged 11
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	Iteration 133Q: 3 clusters Score -4657782 nChanged 19
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	Iteration 134Q: 3 clusters Score -4657778 nChanged 15
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	Iteration 135Q: 3 clusters Score -4657772 nChanged 12
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	Iteration 136Q: 3 clusters Score -4657771 nChanged 9
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	Iteration 137Q: 3 clusters Score -4657776 nChanged 11
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	Iteration 138Q: 3 clusters Score -4657772 nChanged 7
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	Iteration 139Q: 3 clusters Score -4657772 nChanged 5
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	Iteration 140F: 3 clusters Score -4657772 nChanged 3
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	Iteration 141Q: 3 clusters Score -4657772 nChanged 2
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	Iteration 142Q: 3 clusters Score -4657775 nChanged 2
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	Iteration 143Q: 3 clusters Score -4657771 nChanged 2
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	Iteration 144Q: 3 clusters Score -4657770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4657769.500000 Penalty: 5270.543945
	Iteration 145F: 3 clusters Score -4657770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Entering Unmasked Estep 
Score: -5052928.000000 Penalty: 2653.639893
	Iteration 0F: 2 clusters Score -5052928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5023071.500000 Penalty: 5307.279785
	Iteration 0F: 3 clusters Score -5023072 nChanged 20359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -5034284.500000 Penalty: 5307.279785
	Iteration 1F: 3 clusters Score -5034284 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -5034866.500000 Penalty: 5307.279785
	Iteration 2Q: 3 clusters Score -5034866 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5035488.000000 Penalty: 5307.279785
	Iteration 3Q: 3 clusters Score -5035488 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -5036240.000000 Penalty: 5307.279785
	Iteration 4Q: 3 clusters Score -5036240 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -5037419.000000 Penalty: 5307.279785
	Iteration 5F: 3 clusters Score -5037419 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5039149.000000 Penalty: 5307.279785
	Iteration 6F: 3 clusters Score -5039149 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -5041788.000000 Penalty: 5307.279785
	Iteration 7F: 3 clusters Score -5041788 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -5044966.500000 Penalty: 5307.279785
	Iteration 8F: 3 clusters Score -5044966 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5047719.000000 Penalty: 5307.279785
	Iteration 9F: 3 clusters Score -5047719 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5049291.000000 Penalty: 5307.279785
	Iteration 10Q: 3 clusters Score -5049291 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5050025.000000 Penalty: 5307.279785
	Iteration 11Q: 3 clusters Score -5050025 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5050359.000000 Penalty: 5307.279785
	Iteration 12Q: 3 clusters Score -5050359 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5050567.000000 Penalty: 5307.279785
	Iteration 13Q: 3 clusters Score -5050567 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5050675.500000 Penalty: 5307.279785
	Iteration 14Q: 3 clusters Score -5050676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5050734.500000 Penalty: 5307.279785
	Iteration 15Q: 3 clusters Score -5050734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5050777.500000 Penalty: 5307.279785
	Iteration 16Q: 3 clusters Score -5050778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5050815.000000 Penalty: 5307.279785
	Iteration 17Q: 3 clusters Score -5050815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5050866.000000 Penalty: 5307.279785
	Iteration 18Q: 3 clusters Score -5050866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5050902.500000 Penalty: 5307.279785
	Iteration 19Q: 3 clusters Score -5050902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5050919.000000 Penalty: 5307.279785
	Iteration 20F: 3 clusters Score -5050919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5050933.500000 Penalty: 5307.279785
	Iteration 21Q: 3 clusters Score -5050934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5050941.000000 Penalty: 5307.279785
	Iteration 22Q: 3 clusters Score -5050941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5050950.500000 Penalty: 5307.279785
	Iteration 23Q: 3 clusters Score -5050950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5050961.000000 Penalty: 5307.279785
	Iteration 24Q: 3 clusters Score -5050961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5050958.000000 Penalty: 5307.279785
	Iteration 25Q: 3 clusters Score -5050958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5050963.000000 Penalty: 5307.279785
	Iteration 26Q: 3 clusters Score -5050963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5050963.000000 Penalty: 5307.279785
	Iteration 27F: 3 clusters Score -5050963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Entering Unmasked Estep 
Score: -3940126.250000 Penalty: 2592.278564
	Iteration 0F: 2 clusters Score -3940126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3916442.250000 Penalty: 5184.557129
	Iteration 0F: 3 clusters Score -3916442 nChanged 15764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3925531.000000 Penalty: 5184.557129
	Iteration 1F: 3 clusters Score -3925531 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3926499.250000 Penalty: 5184.557129
	Iteration 2F: 3 clusters Score -3926499 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3927743.500000 Penalty: 5184.557129
	Iteration 3F: 3 clusters Score -3927744 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3929336.250000 Penalty: 5184.557129
	Iteration 4F: 3 clusters Score -3929336 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3931355.250000 Penalty: 5184.557129
	Iteration 5F: 3 clusters Score -3931355 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3933382.500000 Penalty: 5184.557129
	Iteration 6F: 3 clusters Score -3933382 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3934957.750000 Penalty: 5184.557129
	Iteration 7F: 3 clusters Score -3934958 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3935802.500000 Penalty: 5184.557129
	Iteration 8Q: 3 clusters Score -3935802 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3936193.500000 Penalty: 5184.557129
	Iteration 9Q: 3 clusters Score -3936194 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3936375.750000 Penalty: 5184.557129
	Iteration 10Q: 3 clusters Score -3936376 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3936500.500000 Penalty: 5184.557129
	Iteration 11Q: 3 clusters Score -3936500 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3936594.250000 Penalty: 5184.557129
	Iteration 12Q: 3 clusters Score -3936594 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3936672.000000 Penalty: 5184.557129
	Iteration 13Q: 3 clusters Score -3936672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3936775.250000 Penalty: 5184.557129
	Iteration 14Q: 3 clusters Score -3936775 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3936839.750000 Penalty: 5184.557129
	Iteration 15Q: 3 clusters Score -3936840 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3936918.750000 Penalty: 5184.557129
	Iteration 16Q: 3 clusters Score -3936919 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3936969.000000 Penalty: 5184.557129
	Iteration 17Q: 3 clusters Score -3936969 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3937040.750000 Penalty: 5184.557129
	Iteration 18Q: 3 clusters Score -3937041 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3937098.750000 Penalty: 5184.557129
	Iteration 19Q: 3 clusters Score -3937099 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3937148.750000 Penalty: 5184.557129
	Iteration 20F: 3 clusters Score -3937149 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3937225.500000 Penalty: 5184.557129
	Iteration 21Q: 3 clusters Score -3937226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3937296.500000 Penalty: 5184.557129
	Iteration 22Q: 3 clusters Score -3937296 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3937345.250000 Penalty: 5184.557129
	Iteration 23Q: 3 clusters Score -3937345 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3937402.750000 Penalty: 5184.557129
	Iteration 24Q: 3 clusters Score -3937403 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -3937443.500000 Penalty: 5184.557129
	Iteration 25Q: 3 clusters Score -3937444 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3937483.250000 Penalty: 5184.557129
	Iteration 26Q: 3 clusters Score -3937483 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3937526.750000 Penalty: 5184.557129
	Iteration 27Q: 3 clusters Score -3937527 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3937569.750000 Penalty: 5184.557129
	Iteration 28Q: 3 clusters Score -3937570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3937616.500000 Penalty: 5184.557129
	Iteration 29Q: 3 clusters Score -3937616 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3937662.250000 Penalty: 5184.557129
	Iteration 30Q: 3 clusters Score -3937662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3937688.000000 Penalty: 5184.557129
	Iteration 31Q: 3 clusters Score -3937688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3937726.750000 Penalty: 5184.557129
	Iteration 32Q: 3 clusters Score -3937727 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -3937749.500000 Penalty: 5184.557129
	Iteration 33Q: 3 clusters Score -3937750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3937769.250000 Penalty: 5184.557129
	Iteration 34Q: 3 clusters Score -3937769 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3937795.750000 Penalty: 5184.557129
	Iteration 35Q: 3 clusters Score -3937796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3937794.250000 Penalty: 5184.557129
	Iteration 36Q: 3 clusters Score -3937794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3937808.500000 Penalty: 5184.557129
	Iteration 37Q: 3 clusters Score -3937808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3937826.500000 Penalty: 5184.557129
	Iteration 38Q: 3 clusters Score -3937826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3937837.500000 Penalty: 5184.557129
	Iteration 39Q: 3 clusters Score -3937838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3937864.000000 Penalty: 5184.557129
	Iteration 40F: 3 clusters Score -3937864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3937857.750000 Penalty: 5184.557129
	Iteration 41Q: 3 clusters Score -3937858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3937877.250000 Penalty: 5184.557129
	Iteration 42Q: 3 clusters Score -3937877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -3937897.250000 Penalty: 5184.557129
	Iteration 43Q: 3 clusters Score -3937897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3937901.250000 Penalty: 5184.557129
	Iteration 44Q: 3 clusters Score -3937901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3937906.000000 Penalty: 5184.557129
	Iteration 45Q: 3 clusters Score -3937906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -3937910.000000 Penalty: 5184.557129
	Iteration 46Q: 3 clusters Score -3937910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3937927.250000 Penalty: 5184.557129
	Iteration 47Q: 3 clusters Score -3937927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3937934.250000 Penalty: 5184.557129
	Iteration 48Q: 3 clusters Score -3937934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3937942.250000 Penalty: 5184.557129
	Iteration 49Q: 3 clusters Score -3937942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -3937940.000000 Penalty: 5184.557129
	Iteration 50Q: 3 clusters Score -3937940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3937951.250000 Penalty: 5184.557129
	Iteration 51Q: 3 clusters Score -3937951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -3937953.500000 Penalty: 5184.557129
	Iteration 52Q: 3 clusters Score -3937954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -3937949.000000 Penalty: 5184.557129
	Iteration 53Q: 3 clusters Score -3937949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3937952.000000 Penalty: 5184.557129
	Iteration 54Q: 3 clusters Score -3937952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -3937954.000000 Penalty: 5184.557129
	Iteration 55Q: 3 clusters Score -3937954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3937952.500000 Penalty: 5184.557129
	Iteration 56Q: 3 clusters Score -3937952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3937950.000000 Penalty: 5184.557129
	Iteration 57Q: 3 clusters Score -3937950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3937947.750000 Penalty: 5184.557129
	Iteration 58Q: 3 clusters Score -3937948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3937945.500000 Penalty: 5184.557129
	Iteration 59Q: 3 clusters Score -3937946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3937958.500000 Penalty: 5184.557129
	Iteration 60F: 3 clusters Score -3937958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -3937955.250000 Penalty: 5184.557129
	Iteration 61Q: 3 clusters Score -3937955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3937955.000000 Penalty: 5184.557129
	Iteration 62Q: 3 clusters Score -3937955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3937954.500000 Penalty: 5184.557129
	Iteration 63Q: 3 clusters Score -3937954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3937957.500000 Penalty: 5184.557129
	Iteration 64Q: 3 clusters Score -3937958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3937957.500000 Penalty: 5184.557129
	Iteration 65Q: 3 clusters Score -3937958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3937958.250000 Penalty: 5184.557129
	Iteration 66Q: 3 clusters Score -3937958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3937963.250000 Penalty: 5184.557129
	Iteration 67Q: 3 clusters Score -3937963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3937967.500000 Penalty: 5184.557129
	Iteration 68Q: 3 clusters Score -3937968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3937966.250000 Penalty: 5184.557129
	Iteration 69Q: 3 clusters Score -3937966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3937965.250000 Penalty: 5184.557129
	Iteration 70Q: 3 clusters Score -3937965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3937969.250000 Penalty: 5184.557129
	Iteration 71Q: 3 clusters Score -3937969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -3937972.500000 Penalty: 5184.557129
	Iteration 72Q: 3 clusters Score -3937972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3937968.250000 Penalty: 5184.557129
	Iteration 73Q: 3 clusters Score -3937968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3937965.250000 Penalty: 5184.557129
	Iteration 74Q: 3 clusters Score -3937965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -3937973.000000 Penalty: 5184.557129
	Iteration 75Q: 3 clusters Score -3937973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -3937972.000000 Penalty: 5184.557129
	Iteration 76Q: 3 clusters Score -3937972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -3937975.750000 Penalty: 5184.557129
	Iteration 77Q: 3 clusters Score -3937976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -3937984.000000 Penalty: 5184.557129
	Iteration 78Q: 3 clusters Score -3937984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3937985.750000 Penalty: 5184.557129
	Iteration 79Q: 3 clusters Score -3937986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3937989.000000 Penalty: 5184.557129
	Iteration 80F: 3 clusters Score -3937989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -3937990.750000 Penalty: 5184.557129
	Iteration 81Q: 3 clusters Score -3937991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3937986.750000 Penalty: 5184.557129
	Iteration 82Q: 3 clusters Score -3937987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -3937991.000000 Penalty: 5184.557129
	Iteration 83Q: 3 clusters Score -3937991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -3938003.000000 Penalty: 5184.557129
	Iteration 84Q: 3 clusters Score -3938003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3938000.500000 Penalty: 5184.557129
	Iteration 85Q: 3 clusters Score -3938000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3938000.000000 Penalty: 5184.557129
	Iteration 86Q: 3 clusters Score -3938000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3938006.750000 Penalty: 5184.557129
	Iteration 87Q: 3 clusters Score -3938007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3938007.250000 Penalty: 5184.557129
	Iteration 88Q: 3 clusters Score -3938007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -3938013.500000 Penalty: 5184.557129
	Iteration 89Q: 3 clusters Score -3938014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3938013.500000 Penalty: 5184.557129
	Iteration 90Q: 3 clusters Score -3938014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -3938015.500000 Penalty: 5184.557129
	Iteration 91Q: 3 clusters Score -3938016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -3938011.750000 Penalty: 5184.557129
	Iteration 92Q: 3 clusters Score -3938012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -3938011.500000 Penalty: 5184.557129
	Iteration 93Q: 3 clusters Score -3938012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -3938013.750000 Penalty: 5184.557129
	Iteration 94Q: 3 clusters Score -3938014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -3938016.750000 Penalty: 5184.557129
	Iteration 95Q: 3 clusters Score -3938017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3938019.750000 Penalty: 5184.557129
	Iteration 96Q: 3 clusters Score -3938020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3938023.250000 Penalty: 5184.557129
	Iteration 97Q: 3 clusters Score -3938023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3938020.500000 Penalty: 5184.557129
	Iteration 98Q: 3 clusters Score -3938020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3938020.500000 Penalty: 5184.557129
	Iteration 99F: 3 clusters Score -3938020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 7831 members 
Mstep: Class 4 contains 37071 members 
Mstep: Class 5 contains 46500 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 17964 members 
Mstep: Class 15 contains 24868 members 
Mstep: Class 16 contains 246708 members 
Mstep: Class 18 contains 239403 members 
Mstep: Class 19 contains 41196 members 
Mstep: Class 21 contains 44363 members 
Mstep: Class 22 contains 34639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599688.000000 Penalty: 67431.250000
Iteration 239Q: 21 clusters Score -8.859969e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 37068 members 
Mstep: Class 5 contains 46508 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1617 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 17963 members 
Mstep: Class 15 contains 24863 members 
Mstep: Class 16 contains 246768 members 
Mstep: Class 18 contains 239338 members 
Mstep: Class 19 contains 41180 members 
Mstep: Class 21 contains 44363 members 
Mstep: Class 22 contains 34653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599744.000000 Penalty: 67431.250000
Iteration 240F: 21 clusters Score -8.859974e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 7834 members 
Mstep: Class 4 contains 37067 members 
Mstep: Class 5 contains 46518 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5918 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 17962 members 
Mstep: Class 15 contains 24852 members 
Mstep: Class 16 contains 246837 members 
Mstep: Class 18 contains 239285 members 
Mstep: Class 19 contains 41157 members 
Mstep: Class 21 contains 44360 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599664.000000 Penalty: 67431.250000
Iteration 241Q: 21 clusters Score -8.859966e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 7838 members 
Mstep: Class 4 contains 37065 members 
Mstep: Class 5 contains 46533 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5916 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 4212 members 
Mstep: Class 14 contains 17964 members 
Mstep: Class 15 contains 24847 members 
Mstep: Class 16 contains 246879 members 
Mstep: Class 18 contains 239246 members 
Mstep: Class 19 contains 41129 members 
Mstep: Class 21 contains 44360 members 
Mstep: Class 22 contains 34674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599720.000000 Penalty: 67431.250000
Iteration 242Q: 21 clusters Score -8.859972e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 7841 members 
Mstep: Class 4 contains 37057 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5916 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 17966 members 
Mstep: Class 15 contains 24842 members 
Mstep: Class 16 contains 246903 members 
Mstep: Class 18 contains 239241 members 
Mstep: Class 19 contains 41108 members 
Mstep: Class 21 contains 44360 members 
Mstep: Class 22 contains 34674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599736.000000 Penalty: 67431.250000
Iteration 243Q: 21 clusters Score -8.859974e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 4774 members 
Mstep: Class 3 contains 7841 members 
Mstep: Class 4 contains 37055 members 
Mstep: Class 5 contains 46548 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5915 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 4206 members 
Mstep: Class 14 contains 17969 members 
Mstep: Class 15 contains 24837 members 
Mstep: Class 16 contains 246915 members 
Mstep: Class 18 contains 239269 members 
Mstep: Class 19 contains 41089 members 
Mstep: Class 21 contains 44348 members 
Mstep: Class 22 contains 34668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599712.000000 Penalty: 67431.250000
Iteration 244Q: 21 clusters Score -8.859971e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 7838 members 
Mstep: Class 4 contains 37052 members 
Mstep: Class 5 contains 46548 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5916 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 4206 members 
Mstep: Class 14 contains 17969 members 
Mstep: Class 15 contains 24834 members 
Mstep: Class 16 contains 246912 members 
Mstep: Class 18 contains 239282 members 
Mstep: Class 19 contains 41077 members 
Mstep: Class 21 contains 44348 members 
Mstep: Class 22 contains 34671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599776.000000 Penalty: 67431.250000
Iteration 245Q: 21 clusters Score -8.859978e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 37044 members 
Mstep: Class 5 contains 46548 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5917 members 
Mstep: Class 12 contains 1600 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 17971 members 
Mstep: Class 15 contains 24832 members 
Mstep: Class 16 contains 246912 members 
Mstep: Class 18 contains 239306 members 
Mstep: Class 19 contains 41057 members 
Mstep: Class 21 contains 44343 members 
Mstep: Class 22 contains 34673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599744.000000 Penalty: 67431.250000
Iteration 246Q: 21 clusters Score -8.859974e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 37038 members 
Mstep: Class 5 contains 46552 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5918 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 24830 members 
Mstep: Class 16 contains 246892 members 
Mstep: Class 18 contains 239328 members 
Mstep: Class 19 contains 41038 members 
Mstep: Class 21 contains 44343 members 
Mstep: Class 22 contains 34681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599744.000000 Penalty: 67431.250000
Iteration 247Q: 21 clusters Score -8.859974e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 37037 members 
Mstep: Class 5 contains 46559 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 17972 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 246878 members 
Mstep: Class 18 contains 239347 members 
Mstep: Class 19 contains 41019 members 
Mstep: Class 21 contains 44349 members 
Mstep: Class 22 contains 34687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599736.000000 Penalty: 67431.250000
Iteration 248Q: 21 clusters Score -8.859974e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 37037 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 246865 members 
Mstep: Class 18 contains 239356 members 
Mstep: Class 19 contains 41001 members 
Mstep: Class 21 contains 44351 members 
Mstep: Class 22 contains 34700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599712.000000 Penalty: 67431.250000
Iteration 249Q: 21 clusters Score -8.859971e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4796 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 37036 members 
Mstep: Class 5 contains 46563 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 24822 members 
Mstep: Class 16 contains 246867 members 
Mstep: Class 18 contains 239350 members 
Mstep: Class 19 contains 40994 members 
Mstep: Class 21 contains 44346 members 
Mstep: Class 22 contains 34716 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 21 clusters Score -8.859968e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 37034 members 
Mstep: Class 5 contains 46566 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 246876 members 
Mstep: Class 18 contains 239329 members 
Mstep: Class 19 contains 40986 members 
Mstep: Class 21 contains 44347 members 
Mstep: Class 22 contains 34725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 21 clusters Score -8.859977e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 7834 members 
Mstep: Class 4 contains 37031 members 
Mstep: Class 5 contains 46570 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 14 contains 17978 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 246896 members 
Mstep: Class 18 contains 239311 members 
Mstep: Class 19 contains 40969 members 
Mstep: Class 21 contains 44351 members 
Mstep: Class 22 contains 34728 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 21 clusters Score -8.859975e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 7834 members 
Mstep: Class 4 contains 37033 members 
Mstep: Class 5 contains 46572 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 246916 members 
Mstep: Class 18 contains 239297 members 
Mstep: Class 19 contains 40959 members 
Mstep: Class 21 contains 44349 members 
Mstep: Class 22 contains 34727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599744.000000 Penalty: 67431.250000
Iteration 253Q: 21 clusters Score -8.859974e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 7834 members 
Mstep: Class 4 contains 37035 members 
Mstep: Class 5 contains 46574 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 4199 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 246931 members 
Mstep: Class 18 contains 239291 members 
Mstep: Class 19 contains 40948 members 
Mstep: Class 21 contains 44351 members 
Mstep: Class 22 contains 34726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599712.000000 Penalty: 67431.250000
Iteration 254Q: 21 clusters Score -8.859971e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 7839 members 
Mstep: Class 4 contains 37037 members 
Mstep: Class 5 contains 46569 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 24824 members 
Mstep: Class 16 contains 246956 members 
Mstep: Class 18 contains 239276 members 
Mstep: Class 19 contains 40937 members 
Mstep: Class 21 contains 44356 members 
Mstep: Class 22 contains 34720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599672.000000 Penalty: 67431.250000
Iteration 255Q: 21 clusters Score -8.859967e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 37040 members 
Mstep: Class 5 contains 46568 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 4191 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 24822 members 
Mstep: Class 16 contains 246975 members 
Mstep: Class 18 contains 239262 members 
Mstep: Class 19 contains 40927 members 
Mstep: Class 21 contains 44361 members 
Mstep: Class 22 contains 34717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599760.000000 Penalty: 67431.250000
Iteration 256Q: 21 clusters Score -8.859976e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 4827 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 37042 members 
Mstep: Class 5 contains 46577 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 17978 members 
Mstep: Class 15 contains 24824 members 
Mstep: Class 16 contains 246968 members 
Mstep: Class 18 contains 239275 members 
Mstep: Class 19 contains 40917 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 34712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599816.000000 Penalty: 67431.250000
Iteration 257Q: 21 clusters Score -8.859982e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 4832 members 
Mstep: Class 3 contains 7841 members 
Mstep: Class 4 contains 37039 members 
Mstep: Class 5 contains 46572 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 246981 members 
Mstep: Class 18 contains 239291 members 
Mstep: Class 19 contains 40911 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 34701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599784.000000 Penalty: 67431.250000
Iteration 258Q: 21 clusters Score -8.859978e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 7839 members 
Mstep: Class 4 contains 37039 members 
Mstep: Class 5 contains 46577 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 24824 members 
Mstep: Class 16 contains 246986 members 
Mstep: Class 18 contains 239320 members 
Mstep: Class 19 contains 40901 members 
Mstep: Class 21 contains 44358 members 
Mstep: Class 22 contains 34688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599720.000000 Penalty: 67431.250000
Iteration 259Q: 21 clusters Score -8.859972e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 3 contains 7841 members 
Mstep: Class 4 contains 37033 members 
Mstep: Class 5 contains 46575 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247012 members 
Mstep: Class 18 contains 239334 members 
Mstep: Class 19 contains 40889 members 
Mstep: Class 21 contains 44356 members 
Mstep: Class 22 contains 34673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599824.000000 Penalty: 67431.250000
Iteration 260F: 21 clusters Score -8.859982e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 4842 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 37032 members 
Mstep: Class 5 contains 46574 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 247024 members 
Mstep: Class 18 contains 239340 members 
Mstep: Class 19 contains 40878 members 
Mstep: Class 21 contains 44358 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599840.000000 Penalty: 67431.250000
Iteration 261Q: 21 clusters Score -8.859984e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 37029 members 
Mstep: Class 5 contains 46577 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 1547 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 24828 members 
Mstep: Class 16 contains 247049 members 
Mstep: Class 18 contains 239331 members 
Mstep: Class 19 contains 40874 members 
Mstep: Class 21 contains 44360 members 
Mstep: Class 22 contains 34650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599672.000000 Penalty: 67431.250000
Iteration 262Q: 21 clusters Score -8.859967e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 37028 members 
Mstep: Class 5 contains 46580 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 1542 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 247077 members 
Mstep: Class 18 contains 239317 members 
Mstep: Class 19 contains 40870 members 
Mstep: Class 21 contains 44364 members 
Mstep: Class 22 contains 34644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599736.000000 Penalty: 67431.250000
Iteration 263Q: 21 clusters Score -8.859974e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 37020 members 
Mstep: Class 5 contains 46583 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 1540 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 24828 members 
Mstep: Class 16 contains 247102 members 
Mstep: Class 18 contains 239303 members 
Mstep: Class 19 contains 40866 members 
Mstep: Class 21 contains 44364 members 
Mstep: Class 22 contains 34637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599768.000000 Penalty: 67431.250000
Iteration 264Q: 21 clusters Score -8.859977e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 4853 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 37014 members 
Mstep: Class 5 contains 46580 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 1538 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 24830 members 
Mstep: Class 16 contains 247115 members 
Mstep: Class 18 contains 239307 members 
Mstep: Class 19 contains 40860 members 
Mstep: Class 21 contains 44362 members 
Mstep: Class 22 contains 34629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599808.000000 Penalty: 67431.250000
Iteration 265Q: 21 clusters Score -8.859981e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 4860 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 37015 members 
Mstep: Class 5 contains 46579 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1536 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 247126 members 
Mstep: Class 18 contains 239303 members 
Mstep: Class 19 contains 40854 members 
Mstep: Class 21 contains 44362 members 
Mstep: Class 22 contains 34619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599840.000000 Penalty: 67431.250000
Iteration 266Q: 21 clusters Score -8.859984e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 7852 members 
Mstep: Class 4 contains 37012 members 
Mstep: Class 5 contains 46577 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 247138 members 
Mstep: Class 18 contains 239300 members 
Mstep: Class 19 contains 40850 members 
Mstep: Class 21 contains 44362 members 
Mstep: Class 22 contains 34613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599792.000000 Penalty: 67431.250000
Iteration 267Q: 21 clusters Score -8.859979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 4870 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 37013 members 
Mstep: Class 5 contains 46573 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 24830 members 
Mstep: Class 16 contains 247162 members 
Mstep: Class 18 contains 239284 members 
Mstep: Class 19 contains 40845 members 
Mstep: Class 21 contains 44358 members 
Mstep: Class 22 contains 34611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599880.000000 Penalty: 67431.250000
Iteration 268Q: 21 clusters Score -8.859988e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 37014 members 
Mstep: Class 5 contains 46573 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 24830 members 
Mstep: Class 16 contains 247166 members 
Mstep: Class 18 contains 239272 members 
Mstep: Class 19 contains 40841 members 
Mstep: Class 21 contains 44355 members 
Mstep: Class 22 contains 34616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599800.000000 Penalty: 67431.250000
Iteration 269Q: 21 clusters Score -8.85998e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 37008 members 
Mstep: Class 5 contains 46576 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17972 members 
Mstep: Class 15 contains 24831 members 
Mstep: Class 16 contains 247176 members 
Mstep: Class 18 contains 239274 members 
Mstep: Class 19 contains 40839 members 
Mstep: Class 21 contains 44348 members 
Mstep: Class 22 contains 34616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599824.000000 Penalty: 67431.250000
Iteration 270Q: 21 clusters Score -8.859982e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 37004 members 
Mstep: Class 5 contains 46579 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17971 members 
Mstep: Class 15 contains 24830 members 
Mstep: Class 16 contains 247180 members 
Mstep: Class 18 contains 239272 members 
Mstep: Class 19 contains 40839 members 
Mstep: Class 21 contains 44343 members 
Mstep: Class 22 contains 34619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599808.000000 Penalty: 67431.250000
Iteration 271Q: 21 clusters Score -8.859981e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 37002 members 
Mstep: Class 5 contains 46578 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17970 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 247202 members 
Mstep: Class 18 contains 239258 members 
Mstep: Class 19 contains 40835 members 
Mstep: Class 21 contains 44342 members 
Mstep: Class 22 contains 34618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599856.000000 Penalty: 67431.250000
Iteration 272Q: 21 clusters Score -8.859986e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 36999 members 
Mstep: Class 5 contains 46584 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17969 members 
Mstep: Class 15 contains 24828 members 
Mstep: Class 16 contains 247216 members 
Mstep: Class 18 contains 239249 members 
Mstep: Class 19 contains 40830 members 
Mstep: Class 21 contains 44339 members 
Mstep: Class 22 contains 34621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599792.000000 Penalty: 67431.250000
Iteration 273Q: 21 clusters Score -8.859979e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 36995 members 
Mstep: Class 5 contains 46589 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1536 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17968 members 
Mstep: Class 15 contains 24828 members 
Mstep: Class 16 contains 247229 members 
Mstep: Class 18 contains 239248 members 
Mstep: Class 19 contains 40820 members 
Mstep: Class 21 contains 44332 members 
Mstep: Class 22 contains 34623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599744.000000 Penalty: 67431.250000
Iteration 274Q: 21 clusters Score -8.859974e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 7858 members 
Mstep: Class 4 contains 36994 members 
Mstep: Class 5 contains 46598 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17969 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247221 members 
Mstep: Class 18 contains 239260 members 
Mstep: Class 19 contains 40812 members 
Mstep: Class 21 contains 44330 members 
Mstep: Class 22 contains 34623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599744.000000 Penalty: 67431.250000
Iteration 275Q: 21 clusters Score -8.859974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 36995 members 
Mstep: Class 5 contains 46602 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17968 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247217 members 
Mstep: Class 18 contains 239262 members 
Mstep: Class 19 contains 40806 members 
Mstep: Class 21 contains 44329 members 
Mstep: Class 22 contains 34626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599752.000000 Penalty: 67431.250000
Iteration 276Q: 21 clusters Score -8.859975e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 36994 members 
Mstep: Class 5 contains 46605 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 247215 members 
Mstep: Class 18 contains 239259 members 
Mstep: Class 19 contains 40805 members 
Mstep: Class 21 contains 44328 members 
Mstep: Class 22 contains 34630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599784.000000 Penalty: 67431.250000
Iteration 277Q: 21 clusters Score -8.859978e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 36991 members 
Mstep: Class 5 contains 46610 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17965 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 247209 members 
Mstep: Class 18 contains 239263 members 
Mstep: Class 19 contains 40803 members 
Mstep: Class 21 contains 44325 members 
Mstep: Class 22 contains 34634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599792.000000 Penalty: 67431.250000
Iteration 278Q: 21 clusters Score -8.859979e+07 nChanged 51
Entering ConstructFrom: 
Score: -88599792.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (41658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Entering Unmasked Estep 
Score: -4710989.500000 Penalty: 2638.037842
	Iteration 0F: 2 clusters Score -4710990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4682813.500000 Penalty: 5276.075684
	Iteration 0F: 3 clusters Score -4682814 nChanged 19092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4693550.000000 Penalty: 5276.075684
	Iteration 1F: 3 clusters Score -4693550 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4694442.500000 Penalty: 5276.075684
	Iteration 2F: 3 clusters Score -4694442 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4695515.000000 Penalty: 5276.075684
	Iteration 3F: 3 clusters Score -4695515 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -4696772.000000 Penalty: 5276.075684
	Iteration 4F: 3 clusters Score -4696772 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4698182.500000 Penalty: 5276.075684
	Iteration 5F: 3 clusters Score -4698182 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -4699684.000000 Penalty: 5276.075684
	Iteration 6F: 3 clusters Score -4699684 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4701239.000000 Penalty: 5276.075684
	Iteration 7F: 3 clusters Score -4701239 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4702769.000000 Penalty: 5276.075684
	Iteration 8F: 3 clusters Score -4702769 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4704334.000000 Penalty: 5276.075684
	Iteration 9Q: 3 clusters Score -4704334 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4705810.500000 Penalty: 5276.075684
	Iteration 10Q: 3 clusters Score -4705810 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4707171.500000 Penalty: 5276.075684
	Iteration 11Q: 3 clusters Score -4707172 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4708155.000000 Penalty: 5276.075684
	Iteration 12Q: 3 clusters Score -4708155 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4708655.500000 Penalty: 5276.075684
	Iteration 13Q: 3 clusters Score -4708656 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4708887.000000 Penalty: 5276.075684
	Iteration 14Q: 3 clusters Score -4708887 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4708996.500000 Penalty: 5276.075684
	Iteration 15Q: 3 clusters Score -4708996 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4709063.500000 Penalty: 5276.075684
	Iteration 16Q: 3 clusters Score -4709064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -4709108.000000 Penalty: 5276.075684
	Iteration 17Q: 3 clusters Score -4709108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -4709130.000000 Penalty: 5276.075684
	Iteration 18Q: 3 clusters Score -4709130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4709159.000000 Penalty: 5276.075684
	Iteration 19Q: 3 clusters Score -4709159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -4709184.000000 Penalty: 5276.075684
	Iteration 20F: 3 clusters Score -4709184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4709205.000000 Penalty: 5276.075684
	Iteration 21Q: 3 clusters Score -4709205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -4709215.000000 Penalty: 5276.075684
	Iteration 22Q: 3 clusters Score -4709215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -4709237.000000 Penalty: 5276.075684
	Iteration 23Q: 3 clusters Score -4709237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4709264.500000 Penalty: 5276.075684
	Iteration 24Q: 3 clusters Score -4709264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4709285.000000 Penalty: 5276.075684
	Iteration 25Q: 3 clusters Score -4709285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -4709298.500000 Penalty: 5276.075684
	Iteration 26Q: 3 clusters Score -4709298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -4709304.000000 Penalty: 5276.075684
	Iteration 27Q: 3 clusters Score -4709304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4709307.500000 Penalty: 5276.075684
	Iteration 28Q: 3 clusters Score -4709308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4709308.000000 Penalty: 5276.075684
	Iteration 29Q: 3 clusters Score -4709308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4709313.500000 Penalty: 5276.075684
	Iteration 30Q: 3 clusters Score -4709314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -4709312.500000 Penalty: 5276.075684
	Iteration 31Q: 3 clusters Score -4709312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -4709315.000000 Penalty: 5276.075684
	Iteration 32Q: 3 clusters Score -4709315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -4709313.000000 Penalty: 5276.075684
	Iteration 33Q: 3 clusters Score -4709313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -4709312.500000 Penalty: 5276.075684
	Iteration 34Q: 3 clusters Score -4709312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -4709311.000000 Penalty: 5276.075684
	Iteration 35Q: 3 clusters Score -4709311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -4709312.000000 Penalty: 5276.075684
	Iteration 36Q: 3 clusters Score -4709312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -4709308.500000 Penalty: 5276.075684
	Iteration 37Q: 3 clusters Score -4709308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4709308.000000 Penalty: 5276.075684
	Iteration 38Q: 3 clusters Score -4709308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4709308.000000 Penalty: 5276.075684
	Iteration 39F: 3 clusters Score -4709308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -525925.812500 Penalty: 2106.036133
	Iteration 0F: 2 clusters Score -525925.8 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 2428 members 
Entering Unmasked Estep 
Score: -521506.437500 Penalty: 4212.072266
	Iteration 0F: 3 clusters Score -521506.4 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -522648.031250 Penalty: 4212.072266
	Iteration 1F: 3 clusters Score -522648 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -522987.125000 Penalty: 4212.072266
	Iteration 2F: 3 clusters Score -522987.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -523309.375000 Penalty: 4212.072266
	Iteration 3F: 3 clusters Score -523309.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -523586.750000 Penalty: 4212.072266
	Iteration 4F: 3 clusters Score -523586.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -523808.906250 Penalty: 4212.072266
	Iteration 5F: 3 clusters Score -523808.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -523996.406250 Penalty: 4212.072266
	Iteration 6F: 3 clusters Score -523996.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -524130.718750 Penalty: 4212.072266
	Iteration 7Q: 3 clusters Score -524130.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -524251.156250 Penalty: 4212.072266
	Iteration 8Q: 3 clusters Score -524251.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -524346.312500 Penalty: 4212.072266
	Iteration 9Q: 3 clusters Score -524346.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -524437.687500 Penalty: 4212.072266
	Iteration 10Q: 3 clusters Score -524437.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -524513.187500 Penalty: 4212.072266
	Iteration 11Q: 3 clusters Score -524513.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -524577.000000 Penalty: 4212.072266
	Iteration 12Q: 3 clusters Score -524577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -524623.375000 Penalty: 4212.072266
	Iteration 13Q: 3 clusters Score -524623.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -524655.000000 Penalty: 4212.072266
	Iteration 14Q: 3 clusters Score -524655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -524671.187500 Penalty: 4212.072266
	Iteration 15Q: 3 clusters Score -524671.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -524682.375000 Penalty: 4212.072266
	Iteration 16Q: 3 clusters Score -524682.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -524697.187500 Penalty: 4212.072266
	Iteration 17Q: 3 clusters Score -524697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -524710.000000 Penalty: 4212.072266
	Iteration 18Q: 3 clusters Score -524710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -524718.187500 Penalty: 4212.072266
	Iteration 19Q: 3 clusters Score -524718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -524724.187500 Penalty: 4212.072266
	Iteration 20F: 3 clusters Score -524724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -524729.750000 Penalty: 4212.072266
	Iteration 21Q: 3 clusters Score -524729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -524733.687500 Penalty: 4212.072266
	Iteration 22Q: 3 clusters Score -524733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -524737.000000 Penalty: 4212.072266
	Iteration 23Q: 3 clusters Score -524737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -524741.312500 Penalty: 4212.072266
	Iteration 24Q: 3 clusters Score -524741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -524744.000000 Penalty: 4212.072266
	Iteration 25Q: 3 clusters Score -524744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -524746.250000 Penalty: 4212.072266
	Iteration 26Q: 3 clusters Score -524746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -524748.687500 Penalty: 4212.072266
	Iteration 27Q: 3 clusters Score -524748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -524748.875000 Penalty: 4212.072266
	Iteration 28Q: 3 clusters Score -524748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -524750.562500 Penalty: 4212.072266
	Iteration 29Q: 3 clusters Score -524750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -524750.312500 Penalty: 4212.072266
	Iteration 30Q: 3 clusters Score -524750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -524750.312500 Penalty: 4212.072266
	Iteration 31F: 3 clusters Score -524750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Entering Unmasked Estep 
Score: -895706.625000 Penalty: 2224.351807
	Iteration 0F: 2 clusters Score -895706.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -889400.000000 Penalty: 4448.703613
	Iteration 0F: 3 clusters Score -889400 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -891047.312500 Penalty: 4448.703613
	Iteration 1F: 3 clusters Score -891047.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -891303.000000 Penalty: 4448.703613
	Iteration 2F: 3 clusters Score -891303 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -891470.812500 Penalty: 4448.703613
	Iteration 3Q: 3 clusters Score -891470.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -891598.062500 Penalty: 4448.703613
	Iteration 4Q: 3 clusters Score -891598.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -891686.187500 Penalty: 4448.703613
	Iteration 5Q: 3 clusters Score -891686.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -891764.125000 Penalty: 4448.703613
	Iteration 6Q: 3 clusters Score -891764.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -891834.562500 Penalty: 4448.703613
	Iteration 7Q: 3 clusters Score -891834.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -891909.750000 Penalty: 4448.703613
	Iteration 8Q: 3 clusters Score -891909.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -891984.250000 Penalty: 4448.703613
	Iteration 9Q: 3 clusters Score -891984.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -892072.812500 Penalty: 4448.703613
	Iteration 10Q: 3 clusters Score -892072.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -892159.375000 Penalty: 4448.703613
	Iteration 11Q: 3 clusters Score -892159.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -892254.375000 Penalty: 4448.703613
	Iteration 12Q: 3 clusters Score -892254.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -892346.375000 Penalty: 4448.703613
	Iteration 13Q: 3 clusters Score -892346.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -892431.625000 Penalty: 4448.703613
	Iteration 14Q: 3 clusters Score -892431.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -892513.687500 Penalty: 4448.703613
	Iteration 15Q: 3 clusters Score -892513.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -892590.437500 Penalty: 4448.703613
	Iteration 16Q: 3 clusters Score -892590.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -892662.875000 Penalty: 4448.703613
	Iteration 17Q: 3 clusters Score -892662.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -892740.250000 Penalty: 4448.703613
	Iteration 18Q: 3 clusters Score -892740.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -892830.500000 Penalty: 4448.703613
	Iteration 19Q: 3 clusters Score -892830.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -892916.625000 Penalty: 4448.703613
	Iteration 20F: 3 clusters Score -892916.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -892983.062500 Penalty: 4448.703613
	Iteration 21Q: 3 clusters Score -892983.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -893043.187500 Penalty: 4448.703613
	Iteration 22Q: 3 clusters Score -893043.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -893095.062500 Penalty: 4448.703613
	Iteration 23Q: 3 clusters Score -893095.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -893140.062500 Penalty: 4448.703613
	Iteration 24Q: 3 clusters Score -893140.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -893180.000000 Penalty: 4448.703613
	Iteration 25Q: 3 clusters Score -893180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -893206.375000 Penalty: 4448.703613
	Iteration 26Q: 3 clusters Score -893206.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -893235.062500 Penalty: 4448.703613
	Iteration 27Q: 3 clusters Score -893235.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -893263.437500 Penalty: 4448.703613
	Iteration 28Q: 3 clusters Score -893263.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -893279.687500 Penalty: 4448.703613
	Iteration 29Q: 3 clusters Score -893279.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -893292.937500 Penalty: 4448.703613
	Iteration 30Q: 3 clusters Score -893292.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -893305.000000 Penalty: 4448.703613
	Iteration 31Q: 3 clusters Score -893305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -893309.875000 Penalty: 4448.703613
	Iteration 32Q: 3 clusters Score -893309.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -893313.312500 Penalty: 4448.703613
	Iteration 33Q: 3 clusters Score -893313.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -893318.687500 Penalty: 4448.703613
	Iteration 34Q: 3 clusters Score -893318.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -893325.875000 Penalty: 4448.703613
	Iteration 35Q: 3 clusters Score -893325.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -893330.687500 Penalty: 4448.703613
	Iteration 36Q: 3 clusters Score -893330.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -893340.000000 Penalty: 4448.703613
	Iteration 37Q: 3 clusters Score -893340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -893345.875000 Penalty: 4448.703613
	Iteration 38Q: 3 clusters Score -893345.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -893356.375000 Penalty: 4448.703613
	Iteration 39Q: 3 clusters Score -893356.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -893371.375000 Penalty: 4448.703613
	Iteration 40F: 3 clusters Score -893371.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -893388.625000 Penalty: 4448.703613
	Iteration 41Q: 3 clusters Score -893388.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -893402.000000 Penalty: 4448.703613
	Iteration 42Q: 3 clusters Score -893402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -893413.000000 Penalty: 4448.703613
	Iteration 43Q: 3 clusters Score -893413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -893426.125000 Penalty: 4448.703613
	Iteration 44Q: 3 clusters Score -893426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -893437.062500 Penalty: 4448.703613
	Iteration 45Q: 3 clusters Score -893437.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -893443.875000 Penalty: 4448.703613
	Iteration 46Q: 3 clusters Score -893443.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -893451.375000 Penalty: 4448.703613
	Iteration 47Q: 3 clusters Score -893451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -893454.250000 Penalty: 4448.703613
	Iteration 48Q: 3 clusters Score -893454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -893457.562500 Penalty: 4448.703613
	Iteration 49Q: 3 clusters Score -893457.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -893461.187500 Penalty: 4448.703613
	Iteration 50Q: 3 clusters Score -893461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -893463.875000 Penalty: 4448.703613
	Iteration 51Q: 3 clusters Score -893463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -893466.687500 Penalty: 4448.703613
	Iteration 52Q: 3 clusters Score -893466.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -893472.062500 Penalty: 4448.703613
	Iteration 53Q: 3 clusters Score -893472.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -893474.562500 Penalty: 4448.703613
	Iteration 54Q: 3 clusters Score -893474.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -893473.812500 Penalty: 4448.703613
	Iteration 55Q: 3 clusters Score -893473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -893473.437500 Penalty: 4448.703613
	Iteration 56Q: 3 clusters Score -893473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -893473.125000 Penalty: 4448.703613
	Iteration 57Q: 3 clusters Score -893473.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -893474.937500 Penalty: 4448.703613
	Iteration 58Q: 3 clusters Score -893474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -893474.625000 Penalty: 4448.703613
	Iteration 59Q: 3 clusters Score -893474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -893478.312500 Penalty: 4448.703613
	Iteration 60F: 3 clusters Score -893478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -893477.625000 Penalty: 4448.703613
	Iteration 61Q: 3 clusters Score -893477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -893480.625000 Penalty: 4448.703613
	Iteration 62Q: 3 clusters Score -893480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -893480.000000 Penalty: 4448.703613
	Iteration 63Q: 3 clusters Score -893480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -893479.937500 Penalty: 4448.703613
	Iteration 64Q: 3 clusters Score -893479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -893482.125000 Penalty: 4448.703613
	Iteration 65Q: 3 clusters Score -893482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -893483.312500 Penalty: 4448.703613
	Iteration 66Q: 3 clusters Score -893483.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -893488.000000 Penalty: 4448.703613
	Iteration 67Q: 3 clusters Score -893488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -893489.812500 Penalty: 4448.703613
	Iteration 68Q: 3 clusters Score -893489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -893489.187500 Penalty: 4448.703613
	Iteration 69Q: 3 clusters Score -893489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -893491.000000 Penalty: 4448.703613
	Iteration 70Q: 3 clusters Score -893491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -893493.562500 Penalty: 4448.703613
	Iteration 71Q: 3 clusters Score -893493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -893495.437500 Penalty: 4448.703613
	Iteration 72Q: 3 clusters Score -893495.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -893495.437500 Penalty: 4448.703613
	Iteration 73Q: 3 clusters Score -893495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -893497.562500 Penalty: 4448.703613
	Iteration 74Q: 3 clusters Score -893497.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -893500.500000 Penalty: 4448.703613
	Iteration 75Q: 3 clusters Score -893500.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -893501.562500 Penalty: 4448.703613
	Iteration 76Q: 3 clusters Score -893501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -893501.625000 Penalty: 4448.703613
	Iteration 77Q: 3 clusters Score -893501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -893504.812500 Penalty: 4448.703613
	Iteration 78Q: 3 clusters Score -893504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -893506.500000 Penalty: 4448.703613
	Iteration 79Q: 3 clusters Score -893506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -893508.812500 Penalty: 4448.703613
	Iteration 80F: 3 clusters Score -893508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -893509.437500 Penalty: 4448.703613
	Iteration 81Q: 3 clusters Score -893509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -893509.500000 Penalty: 4448.703613
	Iteration 82Q: 3 clusters Score -893509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -893509.437500 Penalty: 4448.703613
	Iteration 83Q: 3 clusters Score -893509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -893510.500000 Penalty: 4448.703613
	Iteration 84Q: 3 clusters Score -893510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -893509.875000 Penalty: 4448.703613
	Iteration 85Q: 3 clusters Score -893509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -893515.312500 Penalty: 4448.703613
	Iteration 86Q: 3 clusters Score -893515.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -893516.750000 Penalty: 4448.703613
	Iteration 87Q: 3 clusters Score -893516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -893517.687500 Penalty: 4448.703613
	Iteration 88Q: 3 clusters Score -893517.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -893518.937500 Penalty: 4448.703613
	Iteration 89Q: 3 clusters Score -893518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -893522.687500 Penalty: 4448.703613
	Iteration 90Q: 3 clusters Score -893522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -893521.750000 Penalty: 4448.703613
	Iteration 91Q: 3 clusters Score -893521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -893523.000000 Penalty: 4448.703613
	Iteration 92Q: 3 clusters Score -893523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -893524.187500 Penalty: 4448.703613
	Iteration 93Q: 3 clusters Score -893524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -893525.000000 Penalty: 4448.703613
	Iteration 94Q: 3 clusters Score -893525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -893524.750000 Penalty: 4448.703613
	Iteration 95Q: 3 clusters Score -893524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -893527.000000 Penalty: 4448.703613
	Iteration 96Q: 3 clusters Score -893527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -893526.187500 Penalty: 4448.703613
	Iteration 97Q: 3 clusters Score -893526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -893528.187500 Penalty: 4448.703613
	Iteration 98Q: 3 clusters Score -893528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -893528.500000 Penalty: 4448.703613
	Iteration 99Q: 3 clusters Score -893528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -893528.937500 Penalty: 4448.703613
	Iteration 100F: 3 clusters Score -893528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -893531.000000 Penalty: 4448.703613
	Iteration 101Q: 3 clusters Score -893531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -893530.812500 Penalty: 4448.703613
	Iteration 102Q: 3 clusters Score -893530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -893530.312500 Penalty: 4448.703613
	Iteration 103Q: 3 clusters Score -893530.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -893529.625000 Penalty: 4448.703613
	Iteration 104Q: 3 clusters Score -893529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -893529.625000 Penalty: 4448.703613
	Iteration 105F: 3 clusters Score -893529.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Entering Unmasked Estep 
Score: -4211414.500000 Penalty: 2608.550537
	Iteration 0F: 2 clusters Score -4211414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4186179.500000 Penalty: 5217.101074
	Iteration 0F: 3 clusters Score -4186180 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4195438.500000 Penalty: 5217.101074
	Iteration 1F: 3 clusters Score -4195438 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4195919.500000 Penalty: 5217.101074
	Iteration 2Q: 3 clusters Score -4195920 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4196492.000000 Penalty: 5217.101074
	Iteration 3Q: 3 clusters Score -4196492 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4197215.500000 Penalty: 5217.101074
	Iteration 4Q: 3 clusters Score -4197216 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4198227.000000 Penalty: 5217.101074
	Iteration 5F: 3 clusters Score -4198227 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4199715.000000 Penalty: 5217.101074
	Iteration 6F: 3 clusters Score -4199715 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4201815.000000 Penalty: 5217.101074
	Iteration 7F: 3 clusters Score -4201815 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4204232.000000 Penalty: 5217.101074
	Iteration 8F: 3 clusters Score -4204232 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4206412.000000 Penalty: 5217.101074
	Iteration 9F: 3 clusters Score -4206412 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -4207754.500000 Penalty: 5217.101074
	Iteration 10Q: 3 clusters Score -4207754 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4208440.000000 Penalty: 5217.101074
	Iteration 11Q: 3 clusters Score -4208440 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -4208778.000000 Penalty: 5217.101074
	Iteration 12Q: 3 clusters Score -4208778 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4208936.500000 Penalty: 5217.101074
	Iteration 13Q: 3 clusters Score -4208936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4209018.500000 Penalty: 5217.101074
	Iteration 14Q: 3 clusters Score -4209018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4209054.500000 Penalty: 5217.101074
	Iteration 15Q: 3 clusters Score -4209054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4209074.500000 Penalty: 5217.101074
	Iteration 16Q: 3 clusters Score -4209074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4209084.000000 Penalty: 5217.101074
	Iteration 17Q: 3 clusters Score -4209084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -4209092.000000 Penalty: 5217.101074
	Iteration 18Q: 3 clusters Score -4209092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4209106.500000 Penalty: 5217.101074
	Iteration 19Q: 3 clusters Score -4209106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4209107.500000 Penalty: 5217.101074
	Iteration 20F: 3 clusters Score -4209108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4209104.500000 Penalty: 5217.101074
	Iteration 21Q: 3 clusters Score -4209104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4209104.500000 Penalty: 5217.101074
	Iteration 22F: 3 clusters Score -4209104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Entering Unmasked Estep 
Score: -5143161.000000 Penalty: 2665.909424
	Iteration 0F: 2 clusters Score -5143161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5111932.500000 Penalty: 5331.818848
	Iteration 0F: 3 clusters Score -5111932 nChanged 21366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -5123490.500000 Penalty: 5331.818848
	Iteration 1F: 3 clusters Score -5123490 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -5124100.000000 Penalty: 5331.818848
	Iteration 2Q: 3 clusters Score -5124100 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -5124722.000000 Penalty: 5331.818848
	Iteration 3Q: 3 clusters Score -5124722 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5125445.000000 Penalty: 5331.818848
	Iteration 4Q: 3 clusters Score -5125445 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5126360.000000 Penalty: 5331.818848
	Iteration 5Q: 3 clusters Score -5126360 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5127616.500000 Penalty: 5331.818848
	Iteration 6F: 3 clusters Score -5127616 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -5129160.500000 Penalty: 5331.818848
	Iteration 7F: 3 clusters Score -5129160 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -5130813.000000 Penalty: 5331.818848
	Iteration 8F: 3 clusters Score -5130813 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5132329.500000 Penalty: 5331.818848
	Iteration 9F: 3 clusters Score -5132330 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -5133573.500000 Penalty: 5331.818848
	Iteration 10F: 3 clusters Score -5133574 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5134456.500000 Penalty: 5331.818848
	Iteration 11Q: 3 clusters Score -5134456 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5135027.000000 Penalty: 5331.818848
	Iteration 12Q: 3 clusters Score -5135027 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -5135433.000000 Penalty: 5331.818848
	Iteration 13Q: 3 clusters Score -5135433 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -5135698.000000 Penalty: 5331.818848
	Iteration 14Q: 3 clusters Score -5135698 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5135874.000000 Penalty: 5331.818848
	Iteration 15Q: 3 clusters Score -5135874 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5136017.000000 Penalty: 5331.818848
	Iteration 16Q: 3 clusters Score -5136017 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5136169.500000 Penalty: 5331.818848
	Iteration 17Q: 3 clusters Score -5136170 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5136289.500000 Penalty: 5331.818848
	Iteration 18Q: 3 clusters Score -5136290 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5136409.500000 Penalty: 5331.818848
	Iteration 19Q: 3 clusters Score -5136410 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -5136557.500000 Penalty: 5331.818848
	Iteration 20F: 3 clusters Score -5136558 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5136729.000000 Penalty: 5331.818848
	Iteration 21Q: 3 clusters Score -5136729 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5136846.000000 Penalty: 5331.818848
	Iteration 22Q: 3 clusters Score -5136846 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5136989.000000 Penalty: 5331.818848
	Iteration 23Q: 3 clusters Score -5136989 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -5137114.500000 Penalty: 5331.818848
	Iteration 24Q: 3 clusters Score -5137114 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -5137304.000000 Penalty: 5331.818848
	Iteration 25Q: 3 clusters Score -5137304 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5137477.500000 Penalty: 5331.818848
	Iteration 26Q: 3 clusters Score -5137478 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5137645.500000 Penalty: 5331.818848
	Iteration 27Q: 3 clusters Score -5137646 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -5137810.500000 Penalty: 5331.818848
	Iteration 28Q: 3 clusters Score -5137810 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -5137994.500000 Penalty: 5331.818848
	Iteration 29Q: 3 clusters Score -5137994 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -5138196.500000 Penalty: 5331.818848
	Iteration 30Q: 3 clusters Score -5138196 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5138385.500000 Penalty: 5331.818848
	Iteration 31Q: 3 clusters Score -5138386 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5138617.000000 Penalty: 5331.818848
	Iteration 32Q: 3 clusters Score -5138617 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -5138821.500000 Penalty: 5331.818848
	Iteration 33Q: 3 clusters Score -5138822 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -5139016.500000 Penalty: 5331.818848
	Iteration 34Q: 3 clusters Score -5139016 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -5139233.000000 Penalty: 5331.818848
	Iteration 35Q: 3 clusters Score -5139233 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -5139417.500000 Penalty: 5331.818848
	Iteration 36Q: 3 clusters Score -5139418 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -5139575.000000 Penalty: 5331.818848
	Iteration 37Q: 3 clusters Score -5139575 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -5139756.000000 Penalty: 5331.818848
	Iteration 38Q: 3 clusters Score -5139756 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -5139881.000000 Penalty: 5331.818848
	Iteration 39Q: 3 clusters Score -5139881 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5140029.500000 Penalty: 5331.818848
	Iteration 40F: 3 clusters Score -5140030 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -5140166.000000 Penalty: 5331.818848
	Iteration 41Q: 3 clusters Score -5140166 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5140278.000000 Penalty: 5331.818848
	Iteration 42Q: 3 clusters Score -5140278 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -5140364.000000 Penalty: 5331.818848
	Iteration 43Q: 3 clusters Score -5140364 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5140450.000000 Penalty: 5331.818848
	Iteration 44Q: 3 clusters Score -5140450 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5140508.500000 Penalty: 5331.818848
	Iteration 45Q: 3 clusters Score -5140508 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -5140600.000000 Penalty: 5331.818848
	Iteration 46Q: 3 clusters Score -5140600 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -5140682.000000 Penalty: 5331.818848
	Iteration 47Q: 3 clusters Score -5140682 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5140748.500000 Penalty: 5331.818848
	Iteration 48Q: 3 clusters Score -5140748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5140790.500000 Penalty: 5331.818848
	Iteration 49Q: 3 clusters Score -5140790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5140809.000000 Penalty: 5331.818848
	Iteration 50Q: 3 clusters Score -5140809 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5140840.000000 Penalty: 5331.818848
	Iteration 51Q: 3 clusters Score -5140840 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5140877.000000 Penalty: 5331.818848
	Iteration 52Q: 3 clusters Score -5140877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5140879.500000 Penalty: 5331.818848
	Iteration 53Q: 3 clusters Score -5140880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -5140895.000000 Penalty: 5331.818848
	Iteration 54Q: 3 clusters Score -5140895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5140925.000000 Penalty: 5331.818848
	Iteration 55Q: 3 clusters Score -5140925 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5140936.000000 Penalty: 5331.818848
	Iteration 56Q: 3 clusters Score -5140936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5140953.500000 Penalty: 5331.818848
	Iteration 57Q: 3 clusters Score -5140954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5140970.000000 Penalty: 5331.818848
	Iteration 58Q: 3 clusters Score -5140970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5140981.000000 Penalty: 5331.818848
	Iteration 59Q: 3 clusters Score -5140981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5140981.000000 Penalty: 5331.818848
	Iteration 60F: 3 clusters Score -5140981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5140998.500000 Penalty: 5331.818848
	Iteration 61Q: 3 clusters Score -5140998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5141007.500000 Penalty: 5331.818848
	Iteration 62Q: 3 clusters Score -5141008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5141029.000000 Penalty: 5331.818848
	Iteration 63Q: 3 clusters Score -5141029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5141033.000000 Penalty: 5331.818848
	Iteration 64Q: 3 clusters Score -5141033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5141042.000000 Penalty: 5331.818848
	Iteration 65Q: 3 clusters Score -5141042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5141048.000000 Penalty: 5331.818848
	Iteration 66Q: 3 clusters Score -5141048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5141062.500000 Penalty: 5331.818848
	Iteration 67Q: 3 clusters Score -5141062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5141069.000000 Penalty: 5331.818848
	Iteration 68Q: 3 clusters Score -5141069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5141073.500000 Penalty: 5331.818848
	Iteration 69Q: 3 clusters Score -5141074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5141085.500000 Penalty: 5331.818848
	Iteration 70Q: 3 clusters Score -5141086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5141088.000000 Penalty: 5331.818848
	Iteration 71Q: 3 clusters Score -5141088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5141089.000000 Penalty: 5331.818848
	Iteration 72Q: 3 clusters Score -5141089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5141091.000000 Penalty: 5331.818848
	Iteration 73Q: 3 clusters Score -5141091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5141103.000000 Penalty: 5331.818848
	Iteration 74Q: 3 clusters Score -5141103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5141110.500000 Penalty: 5331.818848
	Iteration 75Q: 3 clusters Score -5141110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5141104.000000 Penalty: 5331.818848
	Iteration 76Q: 3 clusters Score -5141104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5141101.500000 Penalty: 5331.818848
	Iteration 77Q: 3 clusters Score -5141102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5141104.000000 Penalty: 5331.818848
	Iteration 78Q: 3 clusters Score -5141104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5141104.500000 Penalty: 5331.818848
	Iteration 79Q: 3 clusters Score -5141104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5141115.000000 Penalty: 5331.818848
	Iteration 80F: 3 clusters Score -5141115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5141114.500000 Penalty: 5331.818848
	Iteration 81Q: 3 clusters Score -5141114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5141111.500000 Penalty: 5331.818848
	Iteration 82Q: 3 clusters Score -5141112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5141105.000000 Penalty: 5331.818848
	Iteration 83Q: 3 clusters Score -5141105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5141108.500000 Penalty: 5331.818848
	Iteration 84Q: 3 clusters Score -5141108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5141114.000000 Penalty: 5331.818848
	Iteration 85Q: 3 clusters Score -5141114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5141111.500000 Penalty: 5331.818848
	Iteration 86Q: 3 clusters Score -5141112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5141120.000000 Penalty: 5331.818848
	Iteration 87Q: 3 clusters Score -5141120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5141113.500000 Penalty: 5331.818848
	Iteration 88Q: 3 clusters Score -5141114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5141115.500000 Penalty: 5331.818848
	Iteration 89Q: 3 clusters Score -5141116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5141111.500000 Penalty: 5331.818848
	Iteration 90Q: 3 clusters Score -5141112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5141112.000000 Penalty: 5331.818848
	Iteration 91Q: 3 clusters Score -5141112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5141112.000000 Penalty: 5331.818848
	Iteration 92Q: 3 clusters Score -5141112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5141116.500000 Penalty: 5331.818848
	Iteration 93Q: 3 clusters Score -5141116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5141113.500000 Penalty: 5331.818848
	Iteration 94Q: 3 clusters Score -5141114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5141114.000000 Penalty: 5331.818848
	Iteration 95Q: 3 clusters Score -5141114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5141113.500000 Penalty: 5331.818848
	Iteration 96Q: 3 clusters Score -5141114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5141116.500000 Penalty: 5331.818848
	Iteration 97Q: 3 clusters Score -5141116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5141127.000000 Penalty: 5331.818848
	Iteration 98Q: 3 clusters Score -5141127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5141125.500000 Penalty: 5331.818848
	Iteration 99Q: 3 clusters Score -5141126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5141120.500000 Penalty: 5331.818848
	Iteration 100F: 3 clusters Score -5141120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5141128.500000 Penalty: 5331.818848
	Iteration 101Q: 3 clusters Score -5141128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5141133.500000 Penalty: 5331.818848
	Iteration 102Q: 3 clusters Score -5141134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5141134.500000 Penalty: 5331.818848
	Iteration 103Q: 3 clusters Score -5141134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5141135.500000 Penalty: 5331.818848
	Iteration 104Q: 3 clusters Score -5141136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5141133.500000 Penalty: 5331.818848
	Iteration 105Q: 3 clusters Score -5141134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5141132.500000 Penalty: 5331.818848
	Iteration 106Q: 3 clusters Score -5141132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5141130.500000 Penalty: 5331.818848
	Iteration 107Q: 3 clusters Score -5141130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5141134.500000 Penalty: 5331.818848
	Iteration 108Q: 3 clusters Score -5141134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5141135.500000 Penalty: 5331.818848
	Iteration 109Q: 3 clusters Score -5141136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5141137.500000 Penalty: 5331.818848
	Iteration 110Q: 3 clusters Score -5141138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5141145.000000 Penalty: 5331.818848
	Iteration 111Q: 3 clusters Score -5141145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5141147.500000 Penalty: 5331.818848
	Iteration 112Q: 3 clusters Score -5141148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5141141.500000 Penalty: 5331.818848
	Iteration 113Q: 3 clusters Score -5141142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5141138.000000 Penalty: 5331.818848
	Iteration 114Q: 3 clusters Score -5141138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5141137.000000 Penalty: 5331.818848
	Iteration 115Q: 3 clusters Score -5141137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5141137.000000 Penalty: 5331.818848
	Iteration 116Q: 3 clusters Score -5141137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5141139.000000 Penalty: 5331.818848
	Iteration 117Q: 3 clusters Score -5141139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5141150.500000 Penalty: 5331.818848
	Iteration 118Q: 3 clusters Score -5141150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5141153.000000 Penalty: 5331.818848
	Iteration 119Q: 3 clusters Score -5141153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5141150.000000 Penalty: 5331.818848
	Iteration 120F: 3 clusters Score -5141150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5141148.000000 Penalty: 5331.818848
	Iteration 121Q: 3 clusters Score -5141148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5141149.500000 Penalty: 5331.818848
	Iteration 122Q: 3 clusters Score -5141150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5141154.500000 Penalty: 5331.818848
	Iteration 123Q: 3 clusters Score -5141154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5141152.500000 Penalty: 5331.818848
	Iteration 124Q: 3 clusters Score -5141152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5141154.000000 Penalty: 5331.818848
	Iteration 125Q: 3 clusters Score -5141154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5141157.000000 Penalty: 5331.818848
	Iteration 126Q: 3 clusters Score -5141157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5141149.500000 Penalty: 5331.818848
	Iteration 127Q: 3 clusters Score -5141150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5141151.000000 Penalty: 5331.818848
	Iteration 128Q: 3 clusters Score -5141151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5141150.500000 Penalty: 5331.818848
	Iteration 129Q: 3 clusters Score -5141150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5141155.000000 Penalty: 5331.818848
	Iteration 130Q: 3 clusters Score -5141155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5141155.000000 Penalty: 5331.818848
	Iteration 131Q: 3 clusters Score -5141155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5141151.500000 Penalty: 5331.818848
	Iteration 132Q: 3 clusters Score -5141152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5141159.000000 Penalty: 5331.818848
	Iteration 133Q: 3 clusters Score -5141159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5141164.500000 Penalty: 5331.818848
	Iteration 134Q: 3 clusters Score -5141164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5141158.500000 Penalty: 5331.818848
	Iteration 135Q: 3 clusters Score -5141158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5141159.500000 Penalty: 5331.818848
	Iteration 136Q: 3 clusters Score -5141160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5141159.000000 Penalty: 5331.818848
	Iteration 137Q: 3 clusters Score -5141159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5141154.500000 Penalty: 5331.818848
	Iteration 138Q: 3 clusters Score -5141154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5141150.000000 Penalty: 5331.818848
	Iteration 139Q: 3 clusters Score -5141150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5141154.000000 Penalty: 5331.818848
	Iteration 140F: 3 clusters Score -5141154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5141154.000000 Penalty: 5331.818848
	Iteration 141Q: 3 clusters Score -5141154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5141154.000000 Penalty: 5331.818848
	Iteration 142Q: 3 clusters Score -5141154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5141154.000000 Penalty: 5331.818848
	Iteration 143F: 3 clusters Score -5141154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101682.843750 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -101682.8 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 512 members 
Entering Unmasked Estep 
Score: -99795.671875 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -99795.67 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100057.109375 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -100057.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100147.125000 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -100147.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -100201.218750 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -100201.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100233.710938 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -100233.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100273.609375 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -100273.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -100309.765625 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -100309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100342.609375 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -100342.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100391.117188 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -100391.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100447.968750 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -100448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100544.976562 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -100545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100640.890625 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -100640.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100824.796875 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -100824.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101223.539062 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -101223.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101357.179688 Penalty: 3408.061279
	Iteration 14F: 3 clusters Score -101357.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -101417.656250 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -101417.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101467.664062 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -101467.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -101509.164062 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -101509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -101527.117188 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -101527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -101535.750000 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -101535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -101541.562500 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -101541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -101547.304688 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -101547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101558.945312 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -101558.9 nChanged 2
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: -101565.476562 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -101565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101574.492188 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -101574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -101576.210938 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -101576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -101576.210938 Penalty: 3408.061279
	Iteration 26F: 3 clusters Score -101576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22470.392578 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22470.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22592.468750 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22592.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22609.492188 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22609.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22621.039062 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22621.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22630.886719 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22630.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22639.136719 Penalty: 2716.325684
	Iteration 5Q: 3 clusters Score -22639.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22639.136719 Penalty: 2716.325684
	Iteration 6F: 3 clusters Score -22639.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81083.812500 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81083.81 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81377.101562 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81377.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81437.648438 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81437.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81458.328125 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -81458.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81476.265625 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -81476.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81492.992188 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -81492.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81500.023438 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -81500.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81506.460938 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -81506.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81507.929688 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -81507.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81510.015625 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -81510.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81511.132812 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -81511.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81511.132812 Penalty: 3322.340820
	Iteration 11F: 3 clusters Score -81511.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30510.412109 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30510.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30635.212891 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30635.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30660.109375 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30660.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30677.521484 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30677.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30687.439453 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30687.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30698.957031 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -30698.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30698.957031 Penalty: 2871.820312
	Iteration 6F: 3 clusters Score -30698.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -123980.070312 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -123980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121964.992188 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -121965 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122259.468750 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122259.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122335.109375 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122335.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122376.023438 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122393.820312 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122393.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122401.968750 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122408.015625 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122408.015625 Penalty: 3484.226074
	Iteration 7F: 3 clusters Score -122408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -610442.187500 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -610442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -605303.500000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -605303.5 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -606541.562500 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -606541.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -606820.000000 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -606820 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -607057.437500 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -607057.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -607308.937500 Penalty: 4308.636719
	Iteration 4F: 3 clusters Score -607308.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -607548.937500 Penalty: 4308.636719
	Iteration 5F: 3 clusters Score -607548.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -607740.812500 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -607740.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -607911.062500 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -607911.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -608086.312500 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -608086.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -608250.437500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -608250.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -608394.750000 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -608394.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -608513.500000 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -608513.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -608607.750000 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -608607.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -608673.500000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -608673.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -608726.312500 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -608726.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -608771.937500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -608771.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -608810.812500 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -608810.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -608845.312500 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -608845.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -608870.625000 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -608870.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -608886.125000 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -608886.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -608901.625000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -608901.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -608917.375000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -608917.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -608932.000000 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -608932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -608948.125000 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -608948.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -608960.562500 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -608960.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -608966.875000 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -608966.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -608976.000000 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -608976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -608984.562500 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -608984.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -608992.500000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -608992.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -608996.625000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -608996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -608998.750000 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -608998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -609000.562500 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -609000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -609002.875000 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -609002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -609006.250000 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -609006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -609009.375000 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -609009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -609012.812500 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -609012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -609014.062500 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -609014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -609017.000000 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -609017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -609018.000000 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -609018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -609018.000000 Penalty: 4308.636719
	Iteration 39F: 3 clusters Score -609018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -170371.640625 Penalty: 1819.398804
	Iteration 0F: 2 clusters Score -170371.6 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 779 members 
Entering Unmasked Estep 
Score: -168045.984375 Penalty: 3638.797607
	Iteration 0F: 3 clusters Score -168046 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -168444.828125 Penalty: 3638.797607
	Iteration 1F: 3 clusters Score -168444.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -168554.859375 Penalty: 3638.797607
	Iteration 2F: 3 clusters Score -168554.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168607.750000 Penalty: 3638.797607
	Iteration 3Q: 3 clusters Score -168607.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168636.843750 Penalty: 3638.797607
	Iteration 4Q: 3 clusters Score -168636.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -168659.703125 Penalty: 3638.797607
	Iteration 5Q: 3 clusters Score -168659.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -168673.531250 Penalty: 3638.797607
	Iteration 6Q: 3 clusters Score -168673.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -168679.500000 Penalty: 3638.797607
	Iteration 7Q: 3 clusters Score -168679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -168685.640625 Penalty: 3638.797607
	Iteration 8Q: 3 clusters Score -168685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -168687.796875 Penalty: 3638.797607
	Iteration 9Q: 3 clusters Score -168687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168690.250000 Penalty: 3638.797607
	Iteration 10Q: 3 clusters Score -168690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -168695.125000 Penalty: 3638.797607
	Iteration 11Q: 3 clusters Score -168695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168702.640625 Penalty: 3638.797607
	Iteration 12Q: 3 clusters Score -168702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168711.859375 Penalty: 3638.797607
	Iteration 13Q: 3 clusters Score -168711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168714.359375 Penalty: 3638.797607
	Iteration 14Q: 3 clusters Score -168714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168716.671875 Penalty: 3638.797607
	Iteration 15Q: 3 clusters Score -168716.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168716.687500 Penalty: 3638.797607
	Iteration 16Q: 3 clusters Score -168716.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168717.218750 Penalty: 3638.797607
	Iteration 17Q: 3 clusters Score -168717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168717.218750 Penalty: 3638.797607
	Iteration 18F: 3 clusters Score -168717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -465177.093750 Penalty: 2066.889404
	Iteration 0F: 2 clusters Score -465177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -461231.312500 Penalty: 4133.778809
	Iteration 0F: 3 clusters Score -461231.3 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -462224.218750 Penalty: 4133.778809
	Iteration 1F: 3 clusters Score -462224.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -462505.843750 Penalty: 4133.778809
	Iteration 2F: 3 clusters Score -462505.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -462695.687500 Penalty: 4133.778809
	Iteration 3F: 3 clusters Score -462695.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -462824.781250 Penalty: 4133.778809
	Iteration 4Q: 3 clusters Score -462824.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -462936.375000 Penalty: 4133.778809
	Iteration 5Q: 3 clusters Score -462936.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -463032.781250 Penalty: 4133.778809
	Iteration 6Q: 3 clusters Score -463032.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -463116.125000 Penalty: 4133.778809
	Iteration 7Q: 3 clusters Score -463116.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -463189.812500 Penalty: 4133.778809
	Iteration 8Q: 3 clusters Score -463189.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -463256.125000 Penalty: 4133.778809
	Iteration 9Q: 3 clusters Score -463256.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -463322.468750 Penalty: 4133.778809
	Iteration 10Q: 3 clusters Score -463322.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -463370.250000 Penalty: 4133.778809
	Iteration 11Q: 3 clusters Score -463370.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -463401.437500 Penalty: 4133.778809
	Iteration 12Q: 3 clusters Score -463401.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -463430.906250 Penalty: 4133.778809
	Iteration 13Q: 3 clusters Score -463430.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -463453.343750 Penalty: 4133.778809
	Iteration 14Q: 3 clusters Score -463453.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -463481.093750 Penalty: 4133.778809
	Iteration 15Q: 3 clusters Score -463481.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -463504.406250 Penalty: 4133.778809
	Iteration 16Q: 3 clusters Score -463504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -463525.343750 Penalty: 4133.778809
	Iteration 17Q: 3 clusters Score -463525.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -463549.218750 Penalty: 4133.778809
	Iteration 18Q: 3 clusters Score -463549.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -463565.281250 Penalty: 4133.778809
	Iteration 19Q: 3 clusters Score -463565.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -463586.156250 Penalty: 4133.778809
	Iteration 20F: 3 clusters Score -463586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -463596.125000 Penalty: 4133.778809
	Iteration 21Q: 3 clusters Score -463596.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -463606.468750 Penalty: 4133.778809
	Iteration 22Q: 3 clusters Score -463606.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -463611.718750 Penalty: 4133.778809
	Iteration 23Q: 3 clusters Score -463611.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -463621.593750 Penalty: 4133.778809
	Iteration 24Q: 3 clusters Score -463621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -463632.375000 Penalty: 4133.778809
	Iteration 25Q: 3 clusters Score -463632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -463637.750000 Penalty: 4133.778809
	Iteration 26Q: 3 clusters Score -463637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -463640.437500 Penalty: 4133.778809
	Iteration 27Q: 3 clusters Score -463640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -463642.406250 Penalty: 4133.778809
	Iteration 28Q: 3 clusters Score -463642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -463645.531250 Penalty: 4133.778809
	Iteration 29Q: 3 clusters Score -463645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -463647.031250 Penalty: 4133.778809
	Iteration 30Q: 3 clusters Score -463647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -463648.375000 Penalty: 4133.778809
	Iteration 31Q: 3 clusters Score -463648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -463649.281250 Penalty: 4133.778809
	Iteration 32Q: 3 clusters Score -463649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -463649.843750 Penalty: 4133.778809
	Iteration 33Q: 3 clusters Score -463649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -463649.843750 Penalty: 4133.778809
	Iteration 34F: 3 clusters Score -463649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Entering Unmasked Estep 
Score: -2042874.875000 Penalty: 2429.425049
	Iteration 0F: 2 clusters Score -2042875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2030077.750000 Penalty: 4858.850098
	Iteration 0F: 3 clusters Score -2030078 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2034339.875000 Penalty: 4858.850098
	Iteration 1F: 3 clusters Score -2034340 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2034735.125000 Penalty: 4858.850098
	Iteration 2F: 3 clusters Score -2034735 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2035075.875000 Penalty: 4858.850098
	Iteration 3Q: 3 clusters Score -2035076 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2035366.125000 Penalty: 4858.850098
	Iteration 4Q: 3 clusters Score -2035366 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2035651.125000 Penalty: 4858.850098
	Iteration 5Q: 3 clusters Score -2035651 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2035942.625000 Penalty: 4858.850098
	Iteration 6Q: 3 clusters Score -2035943 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2036235.000000 Penalty: 4858.850098
	Iteration 7Q: 3 clusters Score -2036235 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2036554.375000 Penalty: 4858.850098
	Iteration 8Q: 3 clusters Score -2036554 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2036929.500000 Penalty: 4858.850098
	Iteration 9Q: 3 clusters Score -2036930 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2037351.875000 Penalty: 4858.850098
	Iteration 10Q: 3 clusters Score -2037352 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2037849.250000 Penalty: 4858.850098
	Iteration 11Q: 3 clusters Score -2037849 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2038332.250000 Penalty: 4858.850098
	Iteration 12Q: 3 clusters Score -2038332 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2038839.375000 Penalty: 4858.850098
	Iteration 13Q: 3 clusters Score -2038839 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2039331.250000 Penalty: 4858.850098
	Iteration 14Q: 3 clusters Score -2039331 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2039694.750000 Penalty: 4858.850098
	Iteration 15Q: 3 clusters Score -2039695 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2039978.250000 Penalty: 4858.850098
	Iteration 16Q: 3 clusters Score -2039978 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2040196.750000 Penalty: 4858.850098
	Iteration 17Q: 3 clusters Score -2040197 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2040388.875000 Penalty: 4858.850098
	Iteration 18Q: 3 clusters Score -2040389 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2040529.000000 Penalty: 4858.850098
	Iteration 19Q: 3 clusters Score -2040529 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2040647.625000 Penalty: 4858.850098
	Iteration 20F: 3 clusters Score -2040648 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2040741.250000 Penalty: 4858.850098
	Iteration 21Q: 3 clusters Score -2040741 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2040831.125000 Penalty: 4858.850098
	Iteration 22Q: 3 clusters Score -2040831 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2040898.250000 Penalty: 4858.850098
	Iteration 23Q: 3 clusters Score -2040898 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2040976.250000 Penalty: 4858.850098
	Iteration 24Q: 3 clusters Score -2040976 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2041045.750000 Penalty: 4858.850098
	Iteration 25Q: 3 clusters Score -2041046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2041108.875000 Penalty: 4858.850098
	Iteration 26Q: 3 clusters Score -2041109 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2041178.125000 Penalty: 4858.850098
	Iteration 27Q: 3 clusters Score -2041178 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2041221.000000 Penalty: 4858.850098
	Iteration 28Q: 3 clusters Score -2041221 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2041277.375000 Penalty: 4858.850098
	Iteration 29Q: 3 clusters Score -2041277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2041324.625000 Penalty: 4858.850098
	Iteration 30Q: 3 clusters Score -2041325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2041372.125000 Penalty: 4858.850098
	Iteration 31Q: 3 clusters Score -2041372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2041410.625000 Penalty: 4858.850098
	Iteration 32Q: 3 clusters Score -2041411 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2041453.125000 Penalty: 4858.850098
	Iteration 33Q: 3 clusters Score -2041453 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2041489.000000 Penalty: 4858.850098
	Iteration 34Q: 3 clusters Score -2041489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2041532.125000 Penalty: 4858.850098
	Iteration 35Q: 3 clusters Score -2041532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2041559.125000 Penalty: 4858.850098
	Iteration 36Q: 3 clusters Score -2041559 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2041597.500000 Penalty: 4858.850098
	Iteration 37Q: 3 clusters Score -2041598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2041632.250000 Penalty: 4858.850098
	Iteration 38Q: 3 clusters Score -2041632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2041652.625000 Penalty: 4858.850098
	Iteration 39Q: 3 clusters Score -2041653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2041683.500000 Penalty: 4858.850098
	Iteration 40F: 3 clusters Score -2041684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2041698.125000 Penalty: 4858.850098
	Iteration 41Q: 3 clusters Score -2041698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2041714.875000 Penalty: 4858.850098
	Iteration 42Q: 3 clusters Score -2041715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2041728.125000 Penalty: 4858.850098
	Iteration 43Q: 3 clusters Score -2041728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2041746.125000 Penalty: 4858.850098
	Iteration 44Q: 3 clusters Score -2041746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2041758.750000 Penalty: 4858.850098
	Iteration 45Q: 3 clusters Score -2041759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2041767.625000 Penalty: 4858.850098
	Iteration 46Q: 3 clusters Score -2041768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2041777.250000 Penalty: 4858.850098
	Iteration 47Q: 3 clusters Score -2041777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2041780.750000 Penalty: 4858.850098
	Iteration 48Q: 3 clusters Score -2041781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2041791.125000 Penalty: 4858.850098
	Iteration 49Q: 3 clusters Score -2041791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2041790.750000 Penalty: 4858.850098
	Iteration 50Q: 3 clusters Score -2041791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2041802.875000 Penalty: 4858.850098
	Iteration 51Q: 3 clusters Score -2041803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2041812.000000 Penalty: 4858.850098
	Iteration 52Q: 3 clusters Score -2041812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2041818.625000 Penalty: 4858.850098
	Iteration 53Q: 3 clusters Score -2041819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2041825.875000 Penalty: 4858.850098
	Iteration 54Q: 3 clusters Score -2041826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2041829.250000 Penalty: 4858.850098
	Iteration 55Q: 3 clusters Score -2041829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2041832.875000 Penalty: 4858.850098
	Iteration 56Q: 3 clusters Score -2041833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2041836.625000 Penalty: 4858.850098
	Iteration 57Q: 3 clusters Score -2041837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2041836.750000 Penalty: 4858.850098
	Iteration 58Q: 3 clusters Score -2041837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2041834.000000 Penalty: 4858.850098
	Iteration 59Q: 3 clusters Score -2041834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2041839.125000 Penalty: 4858.850098
	Iteration 60F: 3 clusters Score -2041839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2041841.125000 Penalty: 4858.850098
	Iteration 61Q: 3 clusters Score -2041841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2041840.375000 Penalty: 4858.850098
	Iteration 62Q: 3 clusters Score -2041840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2041844.375000 Penalty: 4858.850098
	Iteration 63Q: 3 clusters Score -2041844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2041843.500000 Penalty: 4858.850098
	Iteration 64Q: 3 clusters Score -2041844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2041843.625000 Penalty: 4858.850098
	Iteration 65Q: 3 clusters Score -2041844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2041847.500000 Penalty: 4858.850098
	Iteration 66Q: 3 clusters Score -2041848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2041850.125000 Penalty: 4858.850098
	Iteration 67Q: 3 clusters Score -2041850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2041849.000000 Penalty: 4858.850098
	Iteration 68Q: 3 clusters Score -2041849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2041850.625000 Penalty: 4858.850098
	Iteration 69Q: 3 clusters Score -2041851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2041851.625000 Penalty: 4858.850098
	Iteration 70Q: 3 clusters Score -2041852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2041855.625000 Penalty: 4858.850098
	Iteration 71Q: 3 clusters Score -2041856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2041857.625000 Penalty: 4858.850098
	Iteration 72Q: 3 clusters Score -2041858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2041861.875000 Penalty: 4858.850098
	Iteration 73Q: 3 clusters Score -2041862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2041865.000000 Penalty: 4858.850098
	Iteration 74Q: 3 clusters Score -2041865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2041867.125000 Penalty: 4858.850098
	Iteration 75Q: 3 clusters Score -2041867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2041866.500000 Penalty: 4858.850098
	Iteration 76Q: 3 clusters Score -2041866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2041866.250000 Penalty: 4858.850098
	Iteration 77Q: 3 clusters Score -2041866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2041866.625000 Penalty: 4858.850098
	Iteration 78Q: 3 clusters Score -2041867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2041870.250000 Penalty: 4858.850098
	Iteration 79Q: 3 clusters Score -2041870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2041870.875000 Penalty: 4858.850098
	Iteration 80F: 3 clusters Score -2041871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Entering Unmasked Estep 
Score: -2819609.500000 Penalty: 2509.662354
	Iteration 0F: 2 clusters Score -2819610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2802461.750000 Penalty: 5019.324707
	Iteration 0F: 3 clusters Score -2802462 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2808579.500000 Penalty: 5019.324707
	Iteration 1F: 3 clusters Score -2808580 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2809557.750000 Penalty: 5019.324707
	Iteration 2F: 3 clusters Score -2809558 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2811157.250000 Penalty: 5019.324707
	Iteration 3F: 3 clusters Score -2811157 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2813211.000000 Penalty: 5019.324707
	Iteration 4F: 3 clusters Score -2813211 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2815122.000000 Penalty: 5019.324707
	Iteration 5F: 3 clusters Score -2815122 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2816593.000000 Penalty: 5019.324707
	Iteration 6F: 3 clusters Score -2816593 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2817657.250000 Penalty: 5019.324707
	Iteration 7Q: 3 clusters Score -2817657 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2818353.750000 Penalty: 5019.324707
	Iteration 8Q: 3 clusters Score -2818354 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2818682.750000 Penalty: 5019.324707
	Iteration 9Q: 3 clusters Score -2818683 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2818805.500000 Penalty: 5019.324707
	Iteration 10Q: 3 clusters Score -2818806 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2818849.250000 Penalty: 5019.324707
	Iteration 11Q: 3 clusters Score -2818849 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2818874.500000 Penalty: 5019.324707
	Iteration 12Q: 3 clusters Score -2818874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2818895.250000 Penalty: 5019.324707
	Iteration 13Q: 3 clusters Score -2818895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2818912.750000 Penalty: 5019.324707
	Iteration 14Q: 3 clusters Score -2818913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2818931.750000 Penalty: 5019.324707
	Iteration 15Q: 3 clusters Score -2818932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2818949.750000 Penalty: 5019.324707
	Iteration 16Q: 3 clusters Score -2818950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2818962.500000 Penalty: 5019.324707
	Iteration 17Q: 3 clusters Score -2818962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2818963.750000 Penalty: 5019.324707
	Iteration 18Q: 3 clusters Score -2818964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2818967.250000 Penalty: 5019.324707
	Iteration 19Q: 3 clusters Score -2818967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2818968.000000 Penalty: 5019.324707
	Iteration 20F: 3 clusters Score -2818968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2818968.500000 Penalty: 5019.324707
	Iteration 21Q: 3 clusters Score -2818968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2818971.500000 Penalty: 5019.324707
	Iteration 22Q: 3 clusters Score -2818972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2818979.250000 Penalty: 5019.324707
	Iteration 23Q: 3 clusters Score -2818979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2818979.250000 Penalty: 5019.324707
	Iteration 24Q: 3 clusters Score -2818979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2818982.250000 Penalty: 5019.324707
	Iteration 25Q: 3 clusters Score -2818982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2818978.000000 Penalty: 5019.324707
	Iteration 26Q: 3 clusters Score -2818978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2818976.750000 Penalty: 5019.324707
	Iteration 27Q: 3 clusters Score -2818977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2818978.750000 Penalty: 5019.324707
	Iteration 28Q: 3 clusters Score -2818979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2818980.250000 Penalty: 5019.324707
	Iteration 29Q: 3 clusters Score -2818980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2818980.500000 Penalty: 5019.324707
	Iteration 30Q: 3 clusters Score -2818980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2818979.000000 Penalty: 5019.324707
	Iteration 31Q: 3 clusters Score -2818979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2818979.000000 Penalty: 5019.324707
	Iteration 32F: 3 clusters Score -2818979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (247208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247208 members 
Entering Unmasked Estep 
Score: -27874400.000000 Penalty: 3079.660156
	Iteration 0F: 2 clusters Score -2.78744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 123722 members 
Entering Unmasked Estep 
Score: -27720640.000000 Penalty: 6159.320312
	Iteration 0F: 3 clusters Score -2.772064e+07 nChanged 119438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122950 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -27789824.000000 Penalty: 6159.320312
	Iteration 1F: 3 clusters Score -2.778982e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122417 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
Score: -27790440.000000 Penalty: 6159.320312
	Iteration 2Q: 3 clusters Score -2.779044e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -27791186.000000 Penalty: 6159.320312
	Iteration 3Q: 3 clusters Score -2.779119e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 126911 members 
Entering Unmasked Estep 
Score: -27792134.000000 Penalty: 6159.320312
	Iteration 4Q: 3 clusters Score -2.779213e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118147 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -27793490.000000 Penalty: 6159.320312
	Iteration 5Q: 3 clusters Score -2.779349e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 132452 members 
Entering Unmasked Estep 
Score: -27795292.000000 Penalty: 6159.320312
	Iteration 6Q: 3 clusters Score -2.779529e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -27798084.000000 Penalty: 6159.320312
	Iteration 7Q: 3 clusters Score -2.779808e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -27803044.000000 Penalty: 6159.320312
	Iteration 8Q: 3 clusters Score -2.780304e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 157846 members 
Entering Unmasked Estep 
Score: -27811694.000000 Penalty: 6159.320312
	Iteration 9F: 3 clusters Score -2.781169e+07 nChanged 18491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 173193 members 
Entering Unmasked Estep 
Score: -27825788.000000 Penalty: 6159.320312
	Iteration 10F: 3 clusters Score -2.782579e+07 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -27844266.000000 Penalty: 6159.320312
	Iteration 11F: 3 clusters Score -2.784427e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 199334 members 
Entering Unmasked Estep 
Score: -27862408.000000 Penalty: 6159.320312
	Iteration 12F: 3 clusters Score -2.786241e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 203312 members 
Entering Unmasked Estep 
Score: -27871450.000000 Penalty: 6159.320312
	Iteration 13Q: 3 clusters Score -2.787145e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 205216 members 
Entering Unmasked Estep 
Score: -27873788.000000 Penalty: 6159.320312
	Iteration 14Q: 3 clusters Score -2.787379e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 207040 members 
Entering Unmasked Estep 
Score: -27874860.000000 Penalty: 6159.320312
	Iteration 15Q: 3 clusters Score -2.787486e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -27875602.000000 Penalty: 6159.320312
	Iteration 16Q: 3 clusters Score -2.78756e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 210419 members 
Entering Unmasked Estep 
Score: -27876282.000000 Penalty: 6159.320312
	Iteration 17Q: 3 clusters Score -2.787628e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 211974 members 
Entering Unmasked Estep 
Score: -27876688.000000 Penalty: 6159.320312
	Iteration 18Q: 3 clusters Score -2.787669e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 213558 members 
Entering Unmasked Estep 
Score: -27877332.000000 Penalty: 6159.320312
	Iteration 19Q: 3 clusters Score -2.787733e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 215046 members 
Entering Unmasked Estep 
Score: -27877702.000000 Penalty: 6159.320312
	Iteration 20F: 3 clusters Score -2.78777e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 216466 members 
Entering Unmasked Estep 
Score: -27878092.000000 Penalty: 6159.320312
	Iteration 21Q: 3 clusters Score -2.787809e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 217850 members 
Entering Unmasked Estep 
Score: -27878256.000000 Penalty: 6159.320312
	Iteration 22Q: 3 clusters Score -2.787826e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 219155 members 
Entering Unmasked Estep 
Score: -27878538.000000 Penalty: 6159.320312
	Iteration 23Q: 3 clusters Score -2.787854e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 220428 members 
Entering Unmasked Estep 
Score: -27878724.000000 Penalty: 6159.320312
	Iteration 24Q: 3 clusters Score -2.787872e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 221581 members 
Entering Unmasked Estep 
Score: -27878796.000000 Penalty: 6159.320312
	Iteration 25Q: 3 clusters Score -2.78788e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 222657 members 
Entering Unmasked Estep 
Score: -27878898.000000 Penalty: 6159.320312
	Iteration 26Q: 3 clusters Score -2.78789e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 223669 members 
Entering Unmasked Estep 
Score: -27878830.000000 Penalty: 6159.320312
	Iteration 27Q: 3 clusters Score -2.787883e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 224634 members 
Entering Unmasked Estep 
Score: -27878662.000000 Penalty: 6159.320312
	Iteration 28Q: 3 clusters Score -2.787866e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 225606 members 
Entering Unmasked Estep 
Score: -27878588.000000 Penalty: 6159.320312
	Iteration 29Q: 3 clusters Score -2.787859e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 226531 members 
Entering Unmasked Estep 
Score: -27878580.000000 Penalty: 6159.320312
	Iteration 30Q: 3 clusters Score -2.787858e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 227405 members 
Entering Unmasked Estep 
Score: -27878496.000000 Penalty: 6159.320312
	Iteration 31Q: 3 clusters Score -2.78785e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 228219 members 
Entering Unmasked Estep 
Score: -27878358.000000 Penalty: 6159.320312
	Iteration 32Q: 3 clusters Score -2.787836e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 228967 members 
Entering Unmasked Estep 
Score: -27878222.000000 Penalty: 6159.320312
	Iteration 33Q: 3 clusters Score -2.787822e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 229704 members 
Entering Unmasked Estep 
Score: -27878232.000000 Penalty: 6159.320312
	Iteration 34Q: 3 clusters Score -2.787823e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 230371 members 
Entering Unmasked Estep 
Score: -27877968.000000 Penalty: 6159.320312
	Iteration 35Q: 3 clusters Score -2.787797e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 231012 members 
Entering Unmasked Estep 
Score: -27877876.000000 Penalty: 6159.320312
	Iteration 36Q: 3 clusters Score -2.787788e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 231572 members 
Entering Unmasked Estep 
Score: -27877836.000000 Penalty: 6159.320312
	Iteration 37Q: 3 clusters Score -2.787784e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 232095 members 
Entering Unmasked Estep 
Score: -27877632.000000 Penalty: 6159.320312
	Iteration 38Q: 3 clusters Score -2.787763e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 232631 members 
Entering Unmasked Estep 
Score: -27877500.000000 Penalty: 6159.320312
	Iteration 39Q: 3 clusters Score -2.78775e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 233108 members 
Entering Unmasked Estep 
Score: -27877386.000000 Penalty: 6159.320312
	Iteration 40F: 3 clusters Score -2.787739e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 233589 members 
Entering Unmasked Estep 
Score: -27877212.000000 Penalty: 6159.320312
	Iteration 41Q: 3 clusters Score -2.787721e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 234024 members 
Entering Unmasked Estep 
Score: -27877006.000000 Penalty: 6159.320312
	Iteration 42Q: 3 clusters Score -2.787701e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 234426 members 
Entering Unmasked Estep 
Score: -27876900.000000 Penalty: 6159.320312
	Iteration 43Q: 3 clusters Score -2.78769e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 234812 members 
Entering Unmasked Estep 
Score: -27876794.000000 Penalty: 6159.320312
	Iteration 44Q: 3 clusters Score -2.787679e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 235155 members 
Entering Unmasked Estep 
Score: -27876712.000000 Penalty: 6159.320312
	Iteration 45Q: 3 clusters Score -2.787671e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 235505 members 
Entering Unmasked Estep 
Score: -27876588.000000 Penalty: 6159.320312
	Iteration 46Q: 3 clusters Score -2.787659e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 235836 members 
Entering Unmasked Estep 
Score: -27876546.000000 Penalty: 6159.320312
	Iteration 47Q: 3 clusters Score -2.787655e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 236144 members 
Entering Unmasked Estep 
Score: -27876444.000000 Penalty: 6159.320312
	Iteration 48Q: 3 clusters Score -2.787644e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 236438 members 
Entering Unmasked Estep 
Score: -27876350.000000 Penalty: 6159.320312
	Iteration 49Q: 3 clusters Score -2.787635e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 236721 members 
Entering Unmasked Estep 
Score: -27876286.000000 Penalty: 6159.320312
	Iteration 50Q: 3 clusters Score -2.787629e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 236972 members 
Entering Unmasked Estep 
Score: -27876234.000000 Penalty: 6159.320312
	Iteration 51Q: 3 clusters Score -2.787623e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 237213 members 
Entering Unmasked Estep 
Score: -27876156.000000 Penalty: 6159.320312
	Iteration 52Q: 3 clusters Score -2.787616e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 237443 members 
Entering Unmasked Estep 
Score: -27876084.000000 Penalty: 6159.320312
	Iteration 53Q: 3 clusters Score -2.787608e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 237665 members 
Entering Unmasked Estep 
Score: -27876040.000000 Penalty: 6159.320312
	Iteration 54Q: 3 clusters Score -2.787604e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 237870 members 
Entering Unmasked Estep 
Score: -27875974.000000 Penalty: 6159.320312
	Iteration 55Q: 3 clusters Score -2.787597e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 238057 members 
Entering Unmasked Estep 
Score: -27875936.000000 Penalty: 6159.320312
	Iteration 56Q: 3 clusters Score -2.787594e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 238231 members 
Entering Unmasked Estep 
Score: -27875940.000000 Penalty: 6159.320312
	Iteration 57Q: 3 clusters Score -2.787594e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 238401 members 
Entering Unmasked Estep 
Score: -27875906.000000 Penalty: 6159.320312
	Iteration 58Q: 3 clusters Score -2.787591e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 238573 members 
Entering Unmasked Estep 
Score: -27875808.000000 Penalty: 6159.320312
	Iteration 59Q: 3 clusters Score -2.787581e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 238735 members 
Entering Unmasked Estep 
Score: -27875774.000000 Penalty: 6159.320312
	Iteration 60F: 3 clusters Score -2.787577e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 238894 members 
Entering Unmasked Estep 
Score: -27875686.000000 Penalty: 6159.320312
	Iteration 61Q: 3 clusters Score -2.787569e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 239042 members 
Entering Unmasked Estep 
Score: -27875598.000000 Penalty: 6159.320312
	Iteration 62Q: 3 clusters Score -2.78756e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 239189 members 
Entering Unmasked Estep 
Score: -27875590.000000 Penalty: 6159.320312
	Iteration 63Q: 3 clusters Score -2.787559e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 239331 members 
Entering Unmasked Estep 
Score: -27875546.000000 Penalty: 6159.320312
	Iteration 64Q: 3 clusters Score -2.787555e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 239486 members 
Entering Unmasked Estep 
Score: -27875544.000000 Penalty: 6159.320312
	Iteration 65Q: 3 clusters Score -2.787554e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 239645 members 
Entering Unmasked Estep 
Score: -27875440.000000 Penalty: 6159.320312
	Iteration 66Q: 3 clusters Score -2.787544e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 239813 members 
Entering Unmasked Estep 
Score: -27875402.000000 Penalty: 6159.320312
	Iteration 67Q: 3 clusters Score -2.78754e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 239974 members 
Entering Unmasked Estep 
Score: -27875310.000000 Penalty: 6159.320312
	Iteration 68Q: 3 clusters Score -2.787531e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 240142 members 
Entering Unmasked Estep 
Score: -27875240.000000 Penalty: 6159.320312
	Iteration 69Q: 3 clusters Score -2.787524e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 240307 members 
Entering Unmasked Estep 
Score: -27875242.000000 Penalty: 6159.320312
	Iteration 70Q: 3 clusters Score -2.787524e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 240444 members 
Entering Unmasked Estep 
Score: -27875188.000000 Penalty: 6159.320312
	Iteration 71Q: 3 clusters Score -2.787519e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 240578 members 
Entering Unmasked Estep 
Score: -27875102.000000 Penalty: 6159.320312
	Iteration 72Q: 3 clusters Score -2.78751e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 240715 members 
Entering Unmasked Estep 
Score: -27875064.000000 Penalty: 6159.320312
	Iteration 73Q: 3 clusters Score -2.787506e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 240836 members 
Entering Unmasked Estep 
Score: -27875070.000000 Penalty: 6159.320312
	Iteration 74Q: 3 clusters Score -2.787507e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 240944 members 
Entering Unmasked Estep 
Score: -27875056.000000 Penalty: 6159.320312
	Iteration 75Q: 3 clusters Score -2.787506e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 241044 members 
Entering Unmasked Estep 
Score: -27874952.000000 Penalty: 6159.320312
	Iteration 76Q: 3 clusters Score -2.787495e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 241147 members 
Entering Unmasked Estep 
Score: -27874938.000000 Penalty: 6159.320312
	Iteration 77Q: 3 clusters Score -2.787494e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 241236 members 
Entering Unmasked Estep 
Score: -27874896.000000 Penalty: 6159.320312
	Iteration 78Q: 3 clusters Score -2.78749e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 241312 members 
Entering Unmasked Estep 
Score: -27874884.000000 Penalty: 6159.320312
	Iteration 79Q: 3 clusters Score -2.787488e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 241393 members 
Entering Unmasked Estep 
Score: -27874894.000000 Penalty: 6159.320312
	Iteration 80F: 3 clusters Score -2.787489e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 241457 members 
Entering Unmasked Estep 
Score: -27874836.000000 Penalty: 6159.320312
	Iteration 81Q: 3 clusters Score -2.787484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 241526 members 
Entering Unmasked Estep 
Score: -27874776.000000 Penalty: 6159.320312
	Iteration 82Q: 3 clusters Score -2.787478e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 241601 members 
Entering Unmasked Estep 
Score: -27874724.000000 Penalty: 6159.320312
	Iteration 83Q: 3 clusters Score -2.787472e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 241671 members 
Entering Unmasked Estep 
Score: -27874752.000000 Penalty: 6159.320312
	Iteration 84Q: 3 clusters Score -2.787475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 241728 members 
Entering Unmasked Estep 
Score: -27874712.000000 Penalty: 6159.320312
	Iteration 85Q: 3 clusters Score -2.787471e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 241781 members 
Entering Unmasked Estep 
Score: -27874648.000000 Penalty: 6159.320312
	Iteration 86Q: 3 clusters Score -2.787465e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 241821 members 
Entering Unmasked Estep 
Score: -27874646.000000 Penalty: 6159.320312
	Iteration 87Q: 3 clusters Score -2.787465e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 241863 members 
Entering Unmasked Estep 
Score: -27874618.000000 Penalty: 6159.320312
	Iteration 88Q: 3 clusters Score -2.787462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 241894 members 
Entering Unmasked Estep 
Score: -27874616.000000 Penalty: 6159.320312
	Iteration 89Q: 3 clusters Score -2.787462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 241931 members 
Entering Unmasked Estep 
Score: -27874644.000000 Penalty: 6159.320312
	Iteration 90Q: 3 clusters Score -2.787464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 241957 members 
Entering Unmasked Estep 
Score: -27874630.000000 Penalty: 6159.320312
	Iteration 91Q: 3 clusters Score -2.787463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 241980 members 
Entering Unmasked Estep 
Score: -27874624.000000 Penalty: 6159.320312
	Iteration 92Q: 3 clusters Score -2.787462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 242002 members 
Entering Unmasked Estep 
Score: -27874608.000000 Penalty: 6159.320312
	Iteration 93Q: 3 clusters Score -2.787461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 242026 members 
Entering Unmasked Estep 
Score: -27874628.000000 Penalty: 6159.320312
	Iteration 94Q: 3 clusters Score -2.787463e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 242053 members 
Entering Unmasked Estep 
Score: -27874606.000000 Penalty: 6159.320312
	Iteration 95Q: 3 clusters Score -2.787461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 242085 members 
Entering Unmasked Estep 
Score: -27874594.000000 Penalty: 6159.320312
	Iteration 96Q: 3 clusters Score -2.787459e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 242121 members 
Entering Unmasked Estep 
Score: -27874588.000000 Penalty: 6159.320312
	Iteration 97Q: 3 clusters Score -2.787459e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 242153 members 
Entering Unmasked Estep 
Score: -27874586.000000 Penalty: 6159.320312
	Iteration 98Q: 3 clusters Score -2.787459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 242193 members 
Entering Unmasked Estep 
Score: -27874564.000000 Penalty: 6159.320312
	Iteration 99Q: 3 clusters Score -2.787456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 242237 members 
Entering Unmasked Estep 
Score: -27874570.000000 Penalty: 6159.320312
	Iteration 100F: 3 clusters Score -2.787457e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 242281 members 
Entering Unmasked Estep 
Score: -27874538.000000 Penalty: 6159.320312
	Iteration 101Q: 3 clusters Score -2.787454e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 242319 members 
Entering Unmasked Estep 
Score: -27874534.000000 Penalty: 6159.320312
	Iteration 102Q: 3 clusters Score -2.787453e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 242348 members 
Entering Unmasked Estep 
Score: -27874514.000000 Penalty: 6159.320312
	Iteration 103Q: 3 clusters Score -2.787451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 242372 members 
Entering Unmasked Estep 
Score: -27874524.000000 Penalty: 6159.320312
	Iteration 104Q: 3 clusters Score -2.787452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 242397 members 
Entering Unmasked Estep 
Score: -27874496.000000 Penalty: 6159.320312
	Iteration 105Q: 3 clusters Score -2.78745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 242423 members 
Entering Unmasked Estep 
Score: -27874486.000000 Penalty: 6159.320312
	Iteration 106Q: 3 clusters Score -2.787449e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 242457 members 
Entering Unmasked Estep 
Score: -27874538.000000 Penalty: 6159.320312
	Iteration 107Q: 3 clusters Score -2.787454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 242486 members 
Entering Unmasked Estep 
Score: -27874530.000000 Penalty: 6159.320312
	Iteration 108Q: 3 clusters Score -2.787453e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 242513 members 
Entering Unmasked Estep 
Score: -27874526.000000 Penalty: 6159.320312
	Iteration 109Q: 3 clusters Score -2.787453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 242530 members 
Entering Unmasked Estep 
Score: -27874496.000000 Penalty: 6159.320312
	Iteration 110Q: 3 clusters Score -2.78745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 242551 members 
Entering Unmasked Estep 
Score: -27874508.000000 Penalty: 6159.320312
	Iteration 111Q: 3 clusters Score -2.787451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 242572 members 
Entering Unmasked Estep 
Score: -27874484.000000 Penalty: 6159.320312
	Iteration 112Q: 3 clusters Score -2.787448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 242591 members 
Entering Unmasked Estep 
Score: -27874478.000000 Penalty: 6159.320312
	Iteration 113Q: 3 clusters Score -2.787448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 242602 members 
Entering Unmasked Estep 
Score: -27874474.000000 Penalty: 6159.320312
	Iteration 114Q: 3 clusters Score -2.787447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 242621 members 
Entering Unmasked Estep 
Score: -27874486.000000 Penalty: 6159.320312
	Iteration 115Q: 3 clusters Score -2.787449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 242646 members 
Entering Unmasked Estep 
Score: -27874492.000000 Penalty: 6159.320312
	Iteration 116Q: 3 clusters Score -2.787449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 242662 members 
Entering Unmasked Estep 
Score: -27874468.000000 Penalty: 6159.320312
	Iteration 117Q: 3 clusters Score -2.787447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 242681 members 
Entering Unmasked Estep 
Score: -27874466.000000 Penalty: 6159.320312
	Iteration 118Q: 3 clusters Score -2.787447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 242698 members 
Entering Unmasked Estep 
Score: -27874470.000000 Penalty: 6159.320312
	Iteration 119Q: 3 clusters Score -2.787447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 242717 members 
Entering Unmasked Estep 
Score: -27874434.000000 Penalty: 6159.320312
	Iteration 120F: 3 clusters Score -2.787443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 242735 members 
Entering Unmasked Estep 
Score: -27874408.000000 Penalty: 6159.320312
	Iteration 121Q: 3 clusters Score -2.787441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 242752 members 
Entering Unmasked Estep 
Score: -27874388.000000 Penalty: 6159.320312
	Iteration 122Q: 3 clusters Score -2.787439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 242765 members 
Entering Unmasked Estep 
Score: -27874402.000000 Penalty: 6159.320312
	Iteration 123Q: 3 clusters Score -2.78744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 242778 members 
Entering Unmasked Estep 
Score: -27874396.000000 Penalty: 6159.320312
	Iteration 124Q: 3 clusters Score -2.78744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 242786 members 
Entering Unmasked Estep 
Score: -27874400.000000 Penalty: 6159.320312
	Iteration 125Q: 3 clusters Score -2.78744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 242798 members 
Entering Unmasked Estep 
Score: -27874370.000000 Penalty: 6159.320312
	Iteration 126Q: 3 clusters Score -2.787437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 242813 members 
Entering Unmasked Estep 
Score: -27874378.000000 Penalty: 6159.320312
	Iteration 127Q: 3 clusters Score -2.787438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 242824 members 
Entering Unmasked Estep 
Score: -27874364.000000 Penalty: 6159.320312
	Iteration 128Q: 3 clusters Score -2.787436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 242835 members 
Entering Unmasked Estep 
Score: -27874388.000000 Penalty: 6159.320312
	Iteration 129Q: 3 clusters Score -2.787439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 242842 members 
Entering Unmasked Estep 
Score: -27874380.000000 Penalty: 6159.320312
	Iteration 130Q: 3 clusters Score -2.787438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 242850 members 
Entering Unmasked Estep 
Score: -27874390.000000 Penalty: 6159.320312
	Iteration 131Q: 3 clusters Score -2.787439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 242858 members 
Entering Unmasked Estep 
Score: -27874386.000000 Penalty: 6159.320312
	Iteration 132Q: 3 clusters Score -2.787439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 242863 members 
Entering Unmasked Estep 
Score: -27874384.000000 Penalty: 6159.320312
	Iteration 133Q: 3 clusters Score -2.787438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 242870 members 
Entering Unmasked Estep 
Score: -27874360.000000 Penalty: 6159.320312
	Iteration 134Q: 3 clusters Score -2.787436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 242879 members 
Entering Unmasked Estep 
Score: -27874370.000000 Penalty: 6159.320312
	Iteration 135Q: 3 clusters Score -2.787437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 242886 members 
Entering Unmasked Estep 
Score: -27874366.000000 Penalty: 6159.320312
	Iteration 136Q: 3 clusters Score -2.787437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 242899 members 
Entering Unmasked Estep 
Score: -27874344.000000 Penalty: 6159.320312
	Iteration 137Q: 3 clusters Score -2.787434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 242912 members 
Entering Unmasked Estep 
Score: -27874342.000000 Penalty: 6159.320312
	Iteration 138Q: 3 clusters Score -2.787434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 242920 members 
Entering Unmasked Estep 
Score: -27874354.000000 Penalty: 6159.320312
	Iteration 139Q: 3 clusters Score -2.787435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 242928 members 
Entering Unmasked Estep 
Score: -27874358.000000 Penalty: 6159.320312
	Iteration 140F: 3 clusters Score -2.787436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 242939 members 
Entering Unmasked Estep 
Score: -27874348.000000 Penalty: 6159.320312
	Iteration 141Q: 3 clusters Score -2.787435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 242946 members 
Entering Unmasked Estep 
Score: -27874352.000000 Penalty: 6159.320312
	Iteration 142Q: 3 clusters Score -2.787435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 242954 members 
Entering Unmasked Estep 
Score: -27874320.000000 Penalty: 6159.320312
	Iteration 143Q: 3 clusters Score -2.787432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 242959 members 
Entering Unmasked Estep 
Score: -27874346.000000 Penalty: 6159.320312
	Iteration 144Q: 3 clusters Score -2.787435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 242964 members 
Entering Unmasked Estep 
Score: -27874336.000000 Penalty: 6159.320312
	Iteration 145Q: 3 clusters Score -2.787434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 242970 members 
Entering Unmasked Estep 
Score: -27874334.000000 Penalty: 6159.320312
	Iteration 146Q: 3 clusters Score -2.787433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 242975 members 
Entering Unmasked Estep 
Score: -27874334.000000 Penalty: 6159.320312
	Iteration 147Q: 3 clusters Score -2.787433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 242987 members 
Entering Unmasked Estep 
Score: -27874314.000000 Penalty: 6159.320312
	Iteration 148Q: 3 clusters Score -2.787431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 242994 members 
Entering Unmasked Estep 
Score: -27874334.000000 Penalty: 6159.320312
	Iteration 149Q: 3 clusters Score -2.787433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 243000 members 
Entering Unmasked Estep 
Score: -27874326.000000 Penalty: 6159.320312
	Iteration 150Q: 3 clusters Score -2.787433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 243008 members 
Entering Unmasked Estep 
Score: -27874334.000000 Penalty: 6159.320312
	Iteration 151Q: 3 clusters Score -2.787433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 243014 members 
Entering Unmasked Estep 
Score: -27874326.000000 Penalty: 6159.320312
	Iteration 152Q: 3 clusters Score -2.787433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 243026 members 
Entering Unmasked Estep 
Score: -27874334.000000 Penalty: 6159.320312
	Iteration 153Q: 3 clusters Score -2.787433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 243038 members 
Entering Unmasked Estep 
Score: -27874318.000000 Penalty: 6159.320312
	Iteration 154Q: 3 clusters Score -2.787432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 243047 members 
Entering Unmasked Estep 
Score: -27874326.000000 Penalty: 6159.320312
	Iteration 155Q: 3 clusters Score -2.787433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 243057 members 
Entering Unmasked Estep 
Score: -27874330.000000 Penalty: 6159.320312
	Iteration 156Q: 3 clusters Score -2.787433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 243067 members 
Entering Unmasked Estep 
Score: -27874332.000000 Penalty: 6159.320312
	Iteration 157Q: 3 clusters Score -2.787433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 243077 members 
Entering Unmasked Estep 
Score: -27874330.000000 Penalty: 6159.320312
	Iteration 158Q: 3 clusters Score -2.787433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 243081 members 
Entering Unmasked Estep 
Score: -27874312.000000 Penalty: 6159.320312
	Iteration 159Q: 3 clusters Score -2.787431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 243086 members 
Entering Unmasked Estep 
Score: -27874300.000000 Penalty: 6159.320312
	Iteration 160F: 3 clusters Score -2.78743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 243090 members 
Entering Unmasked Estep 
Score: -27874320.000000 Penalty: 6159.320312
	Iteration 161Q: 3 clusters Score -2.787432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 243097 members 
Entering Unmasked Estep 
Score: -27874308.000000 Penalty: 6159.320312
	Iteration 162Q: 3 clusters Score -2.787431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 243103 members 
Entering Unmasked Estep 
Score: -27874294.000000 Penalty: 6159.320312
	Iteration 163Q: 3 clusters Score -2.787429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 243114 members 
Entering Unmasked Estep 
Score: -27874300.000000 Penalty: 6159.320312
	Iteration 164Q: 3 clusters Score -2.78743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 243121 members 
Entering Unmasked Estep 
Score: -27874290.000000 Penalty: 6159.320312
	Iteration 165Q: 3 clusters Score -2.787429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 243127 members 
Entering Unmasked Estep 
Score: -27874268.000000 Penalty: 6159.320312
	Iteration 166Q: 3 clusters Score -2.787427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 243135 members 
Entering Unmasked Estep 
Score: -27874276.000000 Penalty: 6159.320312
	Iteration 167Q: 3 clusters Score -2.787428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 243141 members 
Entering Unmasked Estep 
Score: -27874296.000000 Penalty: 6159.320312
	Iteration 168Q: 3 clusters Score -2.78743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 243145 members 
Entering Unmasked Estep 
Score: -27874278.000000 Penalty: 6159.320312
	Iteration 169Q: 3 clusters Score -2.787428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 243155 members 
Entering Unmasked Estep 
Score: -27874264.000000 Penalty: 6159.320312
	Iteration 170Q: 3 clusters Score -2.787426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 243164 members 
Entering Unmasked Estep 
Score: -27874256.000000 Penalty: 6159.320312
	Iteration 171Q: 3 clusters Score -2.787426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 243169 members 
Entering Unmasked Estep 
Score: -27874262.000000 Penalty: 6159.320312
	Iteration 172Q: 3 clusters Score -2.787426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 243178 members 
Entering Unmasked Estep 
Score: -27874252.000000 Penalty: 6159.320312
	Iteration 173Q: 3 clusters Score -2.787425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 243182 members 
Entering Unmasked Estep 
Score: -27874240.000000 Penalty: 6159.320312
	Iteration 174Q: 3 clusters Score -2.787424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 243188 members 
Entering Unmasked Estep 
Score: -27874256.000000 Penalty: 6159.320312
	Iteration 175Q: 3 clusters Score -2.787426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 243193 members 
Entering Unmasked Estep 
Score: -27874250.000000 Penalty: 6159.320312
	Iteration 176Q: 3 clusters Score -2.787425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 243197 members 
Entering Unmasked Estep 
Score: -27874246.000000 Penalty: 6159.320312
	Iteration 177Q: 3 clusters Score -2.787425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 243203 members 
Entering Unmasked Estep 
Score: -27874242.000000 Penalty: 6159.320312
	Iteration 178Q: 3 clusters Score -2.787424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 243210 members 
Entering Unmasked Estep 
Score: -27874252.000000 Penalty: 6159.320312
	Iteration 179Q: 3 clusters Score -2.787425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 243216 members 
Entering Unmasked Estep 
Score: -27874236.000000 Penalty: 6159.320312
	Iteration 180F: 3 clusters Score -2.787424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 243218 members 
Entering Unmasked Estep 
Score: -27874246.000000 Penalty: 6159.320312
	Iteration 181Q: 3 clusters Score -2.787425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 243220 members 
Entering Unmasked Estep 
Score: -27874240.000000 Penalty: 6159.320312
	Iteration 182Q: 3 clusters Score -2.787424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 243221 members 
Entering Unmasked Estep 
Score: -27874238.000000 Penalty: 6159.320312
	Iteration 183Q: 3 clusters Score -2.787424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 243223 members 
Entering Unmasked Estep 
Score: -27874222.000000 Penalty: 6159.320312
	Iteration 184Q: 3 clusters Score -2.787422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 243224 members 
Entering Unmasked Estep 
Score: -27874242.000000 Penalty: 6159.320312
	Iteration 185Q: 3 clusters Score -2.787424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 243224 members 
Entering Unmasked Estep 
Score: -27874242.000000 Penalty: 6159.320312
	Iteration 186F: 3 clusters Score -2.787424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239270 members 
Entering Unmasked Estep 
Score: -26806402.000000 Penalty: 3071.566406
	Iteration 0F: 2 clusters Score -2.68064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119174 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -26654420.000000 Penalty: 6143.132812
	Iteration 0F: 3 clusters Score -2.665442e+07 nChanged 115401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -26722826.000000 Penalty: 6143.132812
	Iteration 1F: 3 clusters Score -2.672283e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 130353 members 
Entering Unmasked Estep 
Score: -26724564.000000 Penalty: 6143.132812
	Iteration 2Q: 3 clusters Score -2.672456e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 136976 members 
Entering Unmasked Estep 
Score: -26727264.000000 Penalty: 6143.132812
	Iteration 3Q: 3 clusters Score -2.672726e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 146997 members 
Entering Unmasked Estep 
Score: -26731990.000000 Penalty: 6143.132812
	Iteration 4Q: 3 clusters Score -2.673199e+07 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -26740644.000000 Penalty: 6143.132812
	Iteration 5F: 3 clusters Score -2.674064e+07 nChanged 19643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 181174 members 
Entering Unmasked Estep 
Score: -26755788.000000 Penalty: 6143.132812
	Iteration 6F: 3 clusters Score -2.675579e+07 nChanged 21759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 202907 members 
Entering Unmasked Estep 
Score: -26775416.000000 Penalty: 6143.132812
	Iteration 7F: 3 clusters Score -2.677542e+07 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 221170 members 
Entering Unmasked Estep 
Score: -26793156.000000 Penalty: 6143.132812
	Iteration 8F: 3 clusters Score -2.679316e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 231965 members 
Entering Unmasked Estep 
Score: -26800198.000000 Penalty: 6143.132812
	Iteration 9Q: 3 clusters Score -2.68002e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 236339 members 
Entering Unmasked Estep 
Score: -26802568.000000 Penalty: 6143.132812
	Iteration 10Q: 3 clusters Score -2.680257e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 237891 members 
Entering Unmasked Estep 
Score: -26803358.000000 Penalty: 6143.132812
	Iteration 11Q: 3 clusters Score -2.680336e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 238396 members 
Entering Unmasked Estep 
Score: -26803696.000000 Penalty: 6143.132812
	Iteration 12Q: 3 clusters Score -2.68037e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 238577 members 
Entering Unmasked Estep 
Score: -26803848.000000 Penalty: 6143.132812
	Iteration 13Q: 3 clusters Score -2.680385e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 238643 members 
Entering Unmasked Estep 
Score: -26803900.000000 Penalty: 6143.132812
	Iteration 14Q: 3 clusters Score -2.68039e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 238689 members 
Entering Unmasked Estep 
Score: -26803974.000000 Penalty: 6143.132812
	Iteration 15Q: 3 clusters Score -2.680397e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 238721 members 
Entering Unmasked Estep 
Score: -26804010.000000 Penalty: 6143.132812
	Iteration 16Q: 3 clusters Score -2.680401e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 238738 members 
Entering Unmasked Estep 
Score: -26804030.000000 Penalty: 6143.132812
	Iteration 17Q: 3 clusters Score -2.680403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 238748 members 
Entering Unmasked Estep 
Score: -26804060.000000 Penalty: 6143.132812
	Iteration 18Q: 3 clusters Score -2.680406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 238759 members 
Entering Unmasked Estep 
Score: -26804084.000000 Penalty: 6143.132812
	Iteration 19Q: 3 clusters Score -2.680408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 238766 members 
Entering Unmasked Estep 
Score: -26804074.000000 Penalty: 6143.132812
	Iteration 20F: 3 clusters Score -2.680407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238773 members 
Entering Unmasked Estep 
Score: -26804078.000000 Penalty: 6143.132812
	Iteration 21Q: 3 clusters Score -2.680408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 238778 members 
Entering Unmasked Estep 
Score: -26804104.000000 Penalty: 6143.132812
	Iteration 22Q: 3 clusters Score -2.68041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 238785 members 
Entering Unmasked Estep 
Score: -26804122.000000 Penalty: 6143.132812
	Iteration 23Q: 3 clusters Score -2.680412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 238784 members 
Entering Unmasked Estep 
Score: -26804142.000000 Penalty: 6143.132812
	Iteration 24Q: 3 clusters Score -2.680414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 238790 members 
Entering Unmasked Estep 
Score: -26804154.000000 Penalty: 6143.132812
	Iteration 25Q: 3 clusters Score -2.680415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 238791 members 
Entering Unmasked Estep 
Score: -26804158.000000 Penalty: 6143.132812
	Iteration 26Q: 3 clusters Score -2.680416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 238794 members 
Entering Unmasked Estep 
Score: -26804148.000000 Penalty: 6143.132812
	Iteration 27Q: 3 clusters Score -2.680415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 238794 members 
Entering Unmasked Estep 
Score: -26804148.000000 Penalty: 6143.132812
	Iteration 28F: 3 clusters Score -2.680415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Entering Unmasked Estep 
Score: -4614223.000000 Penalty: 2632.870361
	Iteration 0F: 2 clusters Score -4614223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4586609.000000 Penalty: 5265.740723
	Iteration 0F: 3 clusters Score -4586609 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4596687.500000 Penalty: 5265.740723
	Iteration 1F: 3 clusters Score -4596688 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4597274.500000 Penalty: 5265.740723
	Iteration 2Q: 3 clusters Score -4597274 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4597817.500000 Penalty: 5265.740723
	Iteration 3Q: 3 clusters Score -4597818 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -4598405.500000 Penalty: 5265.740723
	Iteration 4Q: 3 clusters Score -4598406 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4599112.000000 Penalty: 5265.740723
	Iteration 5Q: 3 clusters Score -4599112 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4599979.000000 Penalty: 5265.740723
	Iteration 6Q: 3 clusters Score -4599979 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4601171.000000 Penalty: 5265.740723
	Iteration 7F: 3 clusters Score -4601171 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4602806.000000 Penalty: 5265.740723
	Iteration 8F: 3 clusters Score -4602806 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4604903.500000 Penalty: 5265.740723
	Iteration 9F: 3 clusters Score -4604904 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4607244.500000 Penalty: 5265.740723
	Iteration 10F: 3 clusters Score -4607244 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4609281.500000 Penalty: 5265.740723
	Iteration 11F: 3 clusters Score -4609282 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4610714.000000 Penalty: 5265.740723
	Iteration 12Q: 3 clusters Score -4610714 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -4611610.500000 Penalty: 5265.740723
	Iteration 13Q: 3 clusters Score -4611610 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -4612196.000000 Penalty: 5265.740723
	Iteration 14Q: 3 clusters Score -4612196 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -4612598.000000 Penalty: 5265.740723
	Iteration 15Q: 3 clusters Score -4612598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4612806.000000 Penalty: 5265.740723
	Iteration 16Q: 3 clusters Score -4612806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -4612905.000000 Penalty: 5265.740723
	Iteration 17Q: 3 clusters Score -4612905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -4612963.000000 Penalty: 5265.740723
	Iteration 18Q: 3 clusters Score -4612963 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -4613010.500000 Penalty: 5265.740723
	Iteration 19Q: 3 clusters Score -4613010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -4613048.000000 Penalty: 5265.740723
	Iteration 20F: 3 clusters Score -4613048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -4613070.500000 Penalty: 5265.740723
	Iteration 21Q: 3 clusters Score -4613070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4613089.000000 Penalty: 5265.740723
	Iteration 22Q: 3 clusters Score -4613089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4613094.000000 Penalty: 5265.740723
	Iteration 23Q: 3 clusters Score -4613094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -4613106.500000 Penalty: 5265.740723
	Iteration 24Q: 3 clusters Score -4613106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -4613113.000000 Penalty: 5265.740723
	Iteration 25Q: 3 clusters Score -4613113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4613114.500000 Penalty: 5265.740723
	Iteration 26Q: 3 clusters Score -4613114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4613123.000000 Penalty: 5265.740723
	Iteration 27Q: 3 clusters Score -4613123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4613129.500000 Penalty: 5265.740723
	Iteration 28Q: 3 clusters Score -4613130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -4613134.000000 Penalty: 5265.740723
	Iteration 29Q: 3 clusters Score -4613134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -4613134.000000 Penalty: 5265.740723
	Iteration 30Q: 3 clusters Score -4613134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4613137.000000 Penalty: 5265.740723
	Iteration 31Q: 3 clusters Score -4613137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -4613150.500000 Penalty: 5265.740723
	Iteration 32Q: 3 clusters Score -4613150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4613148.500000 Penalty: 5265.740723
	Iteration 33Q: 3 clusters Score -4613148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -4613155.000000 Penalty: 5265.740723
	Iteration 34Q: 3 clusters Score -4613155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -4613158.000000 Penalty: 5265.740723
	Iteration 35Q: 3 clusters Score -4613158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -4613156.500000 Penalty: 5265.740723
	Iteration 36Q: 3 clusters Score -4613156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -4613155.500000 Penalty: 5265.740723
	Iteration 37Q: 3 clusters Score -4613156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -4613156.500000 Penalty: 5265.740723
	Iteration 38Q: 3 clusters Score -4613156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4613153.500000 Penalty: 5265.740723
	Iteration 39Q: 3 clusters Score -4613154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4613153.500000 Penalty: 5265.740723
	Iteration 40F: 3 clusters Score -4613154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4613151.000000 Penalty: 5265.740723
	Iteration 41Q: 3 clusters Score -4613151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -4613152.000000 Penalty: 5265.740723
	Iteration 42Q: 3 clusters Score -4613152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4613151.000000 Penalty: 5265.740723
	Iteration 43Q: 3 clusters Score -4613151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -4613154.500000 Penalty: 5265.740723
	Iteration 44Q: 3 clusters Score -4613154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -4613154.500000 Penalty: 5265.740723
	Iteration 45F: 3 clusters Score -4613154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Entering Unmasked Estep 
Score: -5048764.000000 Penalty: 2653.427490
	Iteration 0F: 2 clusters Score -5048764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5018670.500000 Penalty: 5306.854980
	Iteration 0F: 3 clusters Score -5018670 nChanged 20356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -5029996.500000 Penalty: 5306.854980
	Iteration 1F: 3 clusters Score -5029996 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5030550.000000 Penalty: 5306.854980
	Iteration 2Q: 3 clusters Score -5030550 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5030988.500000 Penalty: 5306.854980
	Iteration 3Q: 3 clusters Score -5030988 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -5031447.000000 Penalty: 5306.854980
	Iteration 4Q: 3 clusters Score -5031447 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5031983.500000 Penalty: 5306.854980
	Iteration 5Q: 3 clusters Score -5031984 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5032590.000000 Penalty: 5306.854980
	Iteration 6Q: 3 clusters Score -5032590 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5033398.500000 Penalty: 5306.854980
	Iteration 7Q: 3 clusters Score -5033398 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5034600.500000 Penalty: 5306.854980
	Iteration 8Q: 3 clusters Score -5034600 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5036120.500000 Penalty: 5306.854980
	Iteration 9F: 3 clusters Score -5036120 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -5037758.000000 Penalty: 5306.854980
	Iteration 10F: 3 clusters Score -5037758 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -5038880.000000 Penalty: 5306.854980
	Iteration 11Q: 3 clusters Score -5038880 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5039433.000000 Penalty: 5306.854980
	Iteration 12Q: 3 clusters Score -5039433 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5039782.000000 Penalty: 5306.854980
	Iteration 13Q: 3 clusters Score -5039782 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -5040131.000000 Penalty: 5306.854980
	Iteration 14Q: 3 clusters Score -5040131 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -5040435.000000 Penalty: 5306.854980
	Iteration 15Q: 3 clusters Score -5040435 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -5040740.000000 Penalty: 5306.854980
	Iteration 16Q: 3 clusters Score -5040740 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5041066.500000 Penalty: 5306.854980
	Iteration 17Q: 3 clusters Score -5041066 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5041402.500000 Penalty: 5306.854980
	Iteration 18Q: 3 clusters Score -5041402 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -5041779.500000 Penalty: 5306.854980
	Iteration 19Q: 3 clusters Score -5041780 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5042129.000000 Penalty: 5306.854980
	Iteration 20F: 3 clusters Score -5042129 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -5042465.500000 Penalty: 5306.854980
	Iteration 21Q: 3 clusters Score -5042466 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5042846.000000 Penalty: 5306.854980
	Iteration 22Q: 3 clusters Score -5042846 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -5043205.500000 Penalty: 5306.854980
	Iteration 23Q: 3 clusters Score -5043206 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -5043550.500000 Penalty: 5306.854980
	Iteration 24Q: 3 clusters Score -5043550 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5043824.500000 Penalty: 5306.854980
	Iteration 25Q: 3 clusters Score -5043824 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5044105.500000 Penalty: 5306.854980
	Iteration 26Q: 3 clusters Score -5044106 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -5044402.500000 Penalty: 5306.854980
	Iteration 27Q: 3 clusters Score -5044402 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5044654.500000 Penalty: 5306.854980
	Iteration 28Q: 3 clusters Score -5044654 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5044902.500000 Penalty: 5306.854980
	Iteration 29Q: 3 clusters Score -5044902 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -5045118.000000 Penalty: 5306.854980
	Iteration 30Q: 3 clusters Score -5045118 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5045303.500000 Penalty: 5306.854980
	Iteration 31Q: 3 clusters Score -5045304 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5045508.000000 Penalty: 5306.854980
	Iteration 32Q: 3 clusters Score -5045508 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5045673.500000 Penalty: 5306.854980
	Iteration 33Q: 3 clusters Score -5045674 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5045846.000000 Penalty: 5306.854980
	Iteration 34Q: 3 clusters Score -5045846 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5046006.000000 Penalty: 5306.854980
	Iteration 35Q: 3 clusters Score -5046006 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5046164.000000 Penalty: 5306.854980
	Iteration 36Q: 3 clusters Score -5046164 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5046301.500000 Penalty: 5306.854980
	Iteration 37Q: 3 clusters Score -5046302 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5046427.500000 Penalty: 5306.854980
	Iteration 38Q: 3 clusters Score -5046428 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5046538.000000 Penalty: 5306.854980
	Iteration 39Q: 3 clusters Score -5046538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5046614.000000 Penalty: 5306.854980
	Iteration 40F: 3 clusters Score -5046614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5046656.500000 Penalty: 5306.854980
	Iteration 41Q: 3 clusters Score -5046656 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5046679.000000 Penalty: 5306.854980
	Iteration 42Q: 3 clusters Score -5046679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5046710.500000 Penalty: 5306.854980
	Iteration 43Q: 3 clusters Score -5046710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5046741.500000 Penalty: 5306.854980
	Iteration 44Q: 3 clusters Score -5046742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5046760.000000 Penalty: 5306.854980
	Iteration 45Q: 3 clusters Score -5046760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5046767.000000 Penalty: 5306.854980
	Iteration 46Q: 3 clusters Score -5046767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5046789.500000 Penalty: 5306.854980
	Iteration 47Q: 3 clusters Score -5046790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5046804.000000 Penalty: 5306.854980
	Iteration 48Q: 3 clusters Score -5046804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5046821.500000 Penalty: 5306.854980
	Iteration 49Q: 3 clusters Score -5046822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5046828.500000 Penalty: 5306.854980
	Iteration 50Q: 3 clusters Score -5046828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5046840.000000 Penalty: 5306.854980
	Iteration 51Q: 3 clusters Score -5046840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5046844.500000 Penalty: 5306.854980
	Iteration 52Q: 3 clusters Score -5046844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5046849.500000 Penalty: 5306.854980
	Iteration 53Q: 3 clusters Score -5046850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5046847.500000 Penalty: 5306.854980
	Iteration 54Q: 3 clusters Score -5046848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5046850.000000 Penalty: 5306.854980
	Iteration 55Q: 3 clusters Score -5046850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5046849.500000 Penalty: 5306.854980
	Iteration 56Q: 3 clusters Score -5046850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5046851.000000 Penalty: 5306.854980
	Iteration 57Q: 3 clusters Score -5046851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5046852.000000 Penalty: 5306.854980
	Iteration 58Q: 3 clusters Score -5046852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5046854.500000 Penalty: 5306.854980
	Iteration 59Q: 3 clusters Score -5046854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5046857.500000 Penalty: 5306.854980
	Iteration 60F: 3 clusters Score -5046858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5046850.500000 Penalty: 5306.854980
	Iteration 61Q: 3 clusters Score -5046850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5046857.000000 Penalty: 5306.854980
	Iteration 62Q: 3 clusters Score -5046857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5046856.000000 Penalty: 5306.854980
	Iteration 63Q: 3 clusters Score -5046856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5046861.500000 Penalty: 5306.854980
	Iteration 64Q: 3 clusters Score -5046862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5046858.000000 Penalty: 5306.854980
	Iteration 65Q: 3 clusters Score -5046858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5046858.000000 Penalty: 5306.854980
	Iteration 66F: 3 clusters Score -5046858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Entering Unmasked Estep 
Score: -3939473.750000 Penalty: 2592.235352
	Iteration 0F: 2 clusters Score -3939474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3915972.750000 Penalty: 5184.470703
	Iteration 0F: 3 clusters Score -3915973 nChanged 15764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3924372.250000 Penalty: 5184.470703
	Iteration 1F: 3 clusters Score -3924372 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3924933.500000 Penalty: 5184.470703
	Iteration 2Q: 3 clusters Score -3924934 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3925606.000000 Penalty: 5184.470703
	Iteration 3Q: 3 clusters Score -3925606 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3926667.750000 Penalty: 5184.470703
	Iteration 4F: 3 clusters Score -3926668 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3928211.500000 Penalty: 5184.470703
	Iteration 5F: 3 clusters Score -3928212 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3930438.750000 Penalty: 5184.470703
	Iteration 6F: 3 clusters Score -3930439 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3933003.000000 Penalty: 5184.470703
	Iteration 7F: 3 clusters Score -3933003 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3934963.750000 Penalty: 5184.470703
	Iteration 8F: 3 clusters Score -3934964 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -3936126.000000 Penalty: 5184.470703
	Iteration 9Q: 3 clusters Score -3936126 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3936770.000000 Penalty: 5184.470703
	Iteration 10Q: 3 clusters Score -3936770 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3937079.750000 Penalty: 5184.470703
	Iteration 11Q: 3 clusters Score -3937080 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3937227.250000 Penalty: 5184.470703
	Iteration 12Q: 3 clusters Score -3937227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -3937284.000000 Penalty: 5184.470703
	Iteration 13Q: 3 clusters Score -3937284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3937330.250000 Penalty: 5184.470703
	Iteration 14Q: 3 clusters Score -3937330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -3937368.250000 Penalty: 5184.470703
	Iteration 15Q: 3 clusters Score -3937368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3937393.000000 Penalty: 5184.470703
	Iteration 16Q: 3 clusters Score -3937393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3937410.500000 Penalty: 5184.470703
	Iteration 17Q: 3 clusters Score -3937410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -3937416.500000 Penalty: 5184.470703
	Iteration 18Q: 3 clusters Score -3937416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -3937422.500000 Penalty: 5184.470703
	Iteration 19Q: 3 clusters Score -3937422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3937424.000000 Penalty: 5184.470703
	Iteration 20F: 3 clusters Score -3937424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -3937431.500000 Penalty: 5184.470703
	Iteration 21Q: 3 clusters Score -3937432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3937440.750000 Penalty: 5184.470703
	Iteration 22Q: 3 clusters Score -3937441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3937445.000000 Penalty: 5184.470703
	Iteration 23Q: 3 clusters Score -3937445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -3937440.250000 Penalty: 5184.470703
	Iteration 24Q: 3 clusters Score -3937440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -3937446.000000 Penalty: 5184.470703
	Iteration 25Q: 3 clusters Score -3937446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -3937455.000000 Penalty: 5184.470703
	Iteration 26Q: 3 clusters Score -3937455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3937461.000000 Penalty: 5184.470703
	Iteration 27Q: 3 clusters Score -3937461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -3937459.250000 Penalty: 5184.470703
	Iteration 28Q: 3 clusters Score -3937459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -3937461.250000 Penalty: 5184.470703
	Iteration 29Q: 3 clusters Score -3937461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -3937462.500000 Penalty: 5184.470703
	Iteration 30Q: 3 clusters Score -3937462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3937463.500000 Penalty: 5184.470703
	Iteration 31Q: 3 clusters Score -3937464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3937463.500000 Penalty: 5184.470703
	Iteration 32F: 3 clusters Score -3937464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 36988 members 
Mstep: Class 5 contains 46613 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17963 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247208 members 
Mstep: Class 18 contains 239270 members 
Mstep: Class 19 contains 40799 members 
Mstep: Class 21 contains 44325 members 
Mstep: Class 22 contains 34633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599792.000000 Penalty: 67431.250000
Iteration 279Q: 21 clusters Score -8.859979e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 36987 members 
Mstep: Class 5 contains 46615 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17961 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247207 members 
Mstep: Class 18 contains 239278 members 
Mstep: Class 19 contains 40795 members 
Mstep: Class 21 contains 44323 members 
Mstep: Class 22 contains 34631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599792.000000 Penalty: 67431.250000
Iteration 280F: 21 clusters Score -8.859979e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 36986 members 
Mstep: Class 5 contains 46621 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 17955 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247205 members 
Mstep: Class 18 contains 239283 members 
Mstep: Class 19 contains 40792 members 
Mstep: Class 21 contains 44321 members 
Mstep: Class 22 contains 34634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599792.000000 Penalty: 67431.250000
Iteration 281Q: 21 clusters Score -8.859979e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 36986 members 
Mstep: Class 5 contains 46625 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247209 members 
Mstep: Class 18 contains 239273 members 
Mstep: Class 19 contains 40790 members 
Mstep: Class 21 contains 44320 members 
Mstep: Class 22 contains 34639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599776.000000 Penalty: 67431.250000
Iteration 282Q: 21 clusters Score -8.859978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 36986 members 
Mstep: Class 5 contains 46625 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 247212 members 
Mstep: Class 18 contains 239267 members 
Mstep: Class 19 contains 40786 members 
Mstep: Class 21 contains 44320 members 
Mstep: Class 22 contains 34646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599792.000000 Penalty: 67431.250000
Iteration 283Q: 21 clusters Score -8.859979e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 7858 members 
Mstep: Class 4 contains 36983 members 
Mstep: Class 5 contains 46628 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 247207 members 
Mstep: Class 18 contains 239272 members 
Mstep: Class 19 contains 40781 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 34654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599808.000000 Penalty: 67431.250000
Iteration 284Q: 21 clusters Score -8.859981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36982 members 
Mstep: Class 5 contains 46633 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24824 members 
Mstep: Class 16 contains 247208 members 
Mstep: Class 18 contains 239267 members 
Mstep: Class 19 contains 40781 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 34654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599800.000000 Penalty: 67431.250000
Iteration 285Q: 21 clusters Score -8.85998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36981 members 
Mstep: Class 5 contains 46643 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 247207 members 
Mstep: Class 18 contains 239257 members 
Mstep: Class 19 contains 40777 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 34655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599816.000000 Penalty: 67431.250000
Iteration 286Q: 21 clusters Score -8.859982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36981 members 
Mstep: Class 5 contains 46647 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 247208 members 
Mstep: Class 18 contains 239247 members 
Mstep: Class 19 contains 40777 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 34656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599848.000000 Penalty: 67431.250000
Iteration 287Q: 21 clusters Score -8.859985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36981 members 
Mstep: Class 5 contains 46649 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 247209 members 
Mstep: Class 18 contains 239244 members 
Mstep: Class 19 contains 40776 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599808.000000 Penalty: 67431.250000
Iteration 288Q: 21 clusters Score -8.859981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36980 members 
Mstep: Class 5 contains 46652 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24831 members 
Mstep: Class 16 contains 247211 members 
Mstep: Class 18 contains 239240 members 
Mstep: Class 19 contains 40774 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599880.000000 Penalty: 67431.250000
Iteration 289Q: 21 clusters Score -8.859988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36978 members 
Mstep: Class 5 contains 46659 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24831 members 
Mstep: Class 16 contains 247212 members 
Mstep: Class 18 contains 239238 members 
Mstep: Class 19 contains 40774 members 
Mstep: Class 21 contains 44315 members 
Mstep: Class 22 contains 34654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599840.000000 Penalty: 67431.250000
Iteration 290Q: 21 clusters Score -8.859984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36976 members 
Mstep: Class 5 contains 46664 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17955 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 247210 members 
Mstep: Class 18 contains 239239 members 
Mstep: Class 19 contains 40772 members 
Mstep: Class 21 contains 44315 members 
Mstep: Class 22 contains 34653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599784.000000 Penalty: 67431.250000
Iteration 291Q: 21 clusters Score -8.859978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 46663 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 17956 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 247212 members 
Mstep: Class 18 contains 239242 members 
Mstep: Class 19 contains 40769 members 
Mstep: Class 21 contains 44313 members 
Mstep: Class 22 contains 34653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599720.000000 Penalty: 67431.250000
Iteration 292Q: 21 clusters Score -8.859972e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 7860 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 46662 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 17956 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 247216 members 
Mstep: Class 18 contains 239245 members 
Mstep: Class 19 contains 40767 members 
Mstep: Class 21 contains 44310 members 
Mstep: Class 22 contains 34654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599728.000000 Penalty: 67431.250000
Iteration 293Q: 21 clusters Score -8.859973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 46662 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 247223 members 
Mstep: Class 18 contains 239247 members 
Mstep: Class 19 contains 40763 members 
Mstep: Class 21 contains 44310 members 
Mstep: Class 22 contains 34653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599768.000000 Penalty: 67431.250000
Iteration 294Q: 21 clusters Score -8.859977e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36976 members 
Mstep: Class 5 contains 46664 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24826 members 
Mstep: Class 16 contains 247226 members 
Mstep: Class 18 contains 239257 members 
Mstep: Class 19 contains 40754 members 
Mstep: Class 21 contains 44305 members 
Mstep: Class 22 contains 34654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599624.000000 Penalty: 67431.250000
Iteration 295Q: 21 clusters Score -8.859962e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 46666 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 17956 members 
Mstep: Class 15 contains 24823 members 
Mstep: Class 16 contains 247218 members 
Mstep: Class 18 contains 239273 members 
Mstep: Class 19 contains 40747 members 
Mstep: Class 21 contains 44299 members 
Mstep: Class 22 contains 34656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599768.000000 Penalty: 67431.250000
Iteration 296Q: 21 clusters Score -8.859977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 46671 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4148 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24822 members 
Mstep: Class 16 contains 247217 members 
Mstep: Class 18 contains 239276 members 
Mstep: Class 19 contains 40741 members 
Mstep: Class 21 contains 44299 members 
Mstep: Class 22 contains 34659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599728.000000 Penalty: 67431.250000
Iteration 297Q: 21 clusters Score -8.859973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 46673 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 24822 members 
Mstep: Class 16 contains 247226 members 
Mstep: Class 18 contains 239274 members 
Mstep: Class 19 contains 40733 members 
Mstep: Class 21 contains 44298 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599696.000000 Penalty: 67431.250000
Iteration 298Q: 21 clusters Score -8.85997e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36972 members 
Mstep: Class 5 contains 46677 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4141 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24821 members 
Mstep: Class 16 contains 247231 members 
Mstep: Class 18 contains 239279 members 
Mstep: Class 19 contains 40728 members 
Mstep: Class 21 contains 44296 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599720.000000 Penalty: 67431.250000
Iteration 299Q: 21 clusters Score -8.859972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46680 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24821 members 
Mstep: Class 16 contains 247235 members 
Mstep: Class 18 contains 239284 members 
Mstep: Class 19 contains 40722 members 
Mstep: Class 21 contains 44293 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599632.000000 Penalty: 67431.250000
Iteration 300F: 21 clusters Score -8.859963e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36969 members 
Mstep: Class 5 contains 46683 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 24823 members 
Mstep: Class 16 contains 247231 members 
Mstep: Class 18 contains 239293 members 
Mstep: Class 19 contains 40713 members 
Mstep: Class 21 contains 44293 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599648.000000 Penalty: 67431.250000
Iteration 301Q: 21 clusters Score -8.859965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46684 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 24823 members 
Mstep: Class 16 contains 247229 members 
Mstep: Class 18 contains 239303 members 
Mstep: Class 19 contains 40701 members 
Mstep: Class 21 contains 44294 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599632.000000 Penalty: 67431.250000
Iteration 302Q: 21 clusters Score -8.859963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36969 members 
Mstep: Class 5 contains 46690 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 24824 members 
Mstep: Class 16 contains 247230 members 
Mstep: Class 18 contains 239306 members 
Mstep: Class 19 contains 40690 members 
Mstep: Class 21 contains 44294 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599568.000000 Penalty: 67431.250000
Iteration 303Q: 21 clusters Score -8.859957e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36972 members 
Mstep: Class 5 contains 46692 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 24823 members 
Mstep: Class 16 contains 247233 members 
Mstep: Class 18 contains 239303 members 
Mstep: Class 19 contains 40685 members 
Mstep: Class 21 contains 44292 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599584.000000 Penalty: 67431.250000
Iteration 304Q: 21 clusters Score -8.859958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 46696 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 24821 members 
Mstep: Class 16 contains 247241 members 
Mstep: Class 18 contains 239297 members 
Mstep: Class 19 contains 40680 members 
Mstep: Class 21 contains 44289 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599560.000000 Penalty: 67431.250000
Iteration 305Q: 21 clusters Score -8.859956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36978 members 
Mstep: Class 5 contains 46697 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24822 members 
Mstep: Class 16 contains 247250 members 
Mstep: Class 18 contains 239293 members 
Mstep: Class 19 contains 40675 members 
Mstep: Class 21 contains 44288 members 
Mstep: Class 22 contains 34661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599568.000000 Penalty: 67431.250000
Iteration 306Q: 21 clusters Score -8.859957e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36978 members 
Mstep: Class 5 contains 46697 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24823 members 
Mstep: Class 16 contains 247254 members 
Mstep: Class 18 contains 239295 members 
Mstep: Class 19 contains 40670 members 
Mstep: Class 21 contains 44288 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599576.000000 Penalty: 67431.250000
Iteration 307Q: 21 clusters Score -8.859958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36978 members 
Mstep: Class 5 contains 46696 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 24824 members 
Mstep: Class 16 contains 247263 members 
Mstep: Class 18 contains 239300 members 
Mstep: Class 19 contains 40665 members 
Mstep: Class 21 contains 44284 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599608.000000 Penalty: 67431.250000
Iteration 308Q: 21 clusters Score -8.859961e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 46697 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 17947 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247271 members 
Mstep: Class 18 contains 239299 members 
Mstep: Class 19 contains 40661 members 
Mstep: Class 21 contains 44282 members 
Mstep: Class 22 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599616.000000 Penalty: 67431.250000
Iteration 309Q: 21 clusters Score -8.859962e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36976 members 
Mstep: Class 5 contains 46699 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 17946 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 247274 members 
Mstep: Class 18 contains 239301 members 
Mstep: Class 19 contains 40657 members 
Mstep: Class 21 contains 44278 members 
Mstep: Class 22 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599640.000000 Penalty: 67431.250000
Iteration 310Q: 21 clusters Score -8.859964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 46699 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24822 members 
Mstep: Class 16 contains 247278 members 
Mstep: Class 18 contains 239303 members 
Mstep: Class 19 contains 40656 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599600.000000 Penalty: 67431.250000
Iteration 311Q: 21 clusters Score -8.85996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 46699 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4132 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24821 members 
Mstep: Class 16 contains 247280 members 
Mstep: Class 18 contains 239310 members 
Mstep: Class 19 contains 40652 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599632.000000 Penalty: 67431.250000
Iteration 312Q: 21 clusters Score -8.859963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36974 members 
Mstep: Class 5 contains 46700 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4132 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24821 members 
Mstep: Class 16 contains 247281 members 
Mstep: Class 18 contains 239313 members 
Mstep: Class 19 contains 40648 members 
Mstep: Class 21 contains 44272 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599608.000000 Penalty: 67431.250000
Iteration 313Q: 21 clusters Score -8.859961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36974 members 
Mstep: Class 5 contains 46701 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4132 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24821 members 
Mstep: Class 16 contains 247281 members 
Mstep: Class 18 contains 239318 members 
Mstep: Class 19 contains 40644 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599640.000000 Penalty: 67431.250000
Iteration 314Q: 21 clusters Score -8.859964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36974 members 
Mstep: Class 5 contains 46702 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24820 members 
Mstep: Class 16 contains 247280 members 
Mstep: Class 18 contains 239317 members 
Mstep: Class 19 contains 40643 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599600.000000 Penalty: 67431.250000
Iteration 315Q: 21 clusters Score -8.85996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36973 members 
Mstep: Class 5 contains 46704 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24818 members 
Mstep: Class 16 contains 247283 members 
Mstep: Class 18 contains 239317 members 
Mstep: Class 19 contains 40643 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599568.000000 Penalty: 67431.250000
Iteration 316Q: 21 clusters Score -8.859957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36972 members 
Mstep: Class 5 contains 46705 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247285 members 
Mstep: Class 18 contains 239318 members 
Mstep: Class 19 contains 40643 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599608.000000 Penalty: 67431.250000
Iteration 317Q: 21 clusters Score -8.859961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46704 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 24813 members 
Mstep: Class 16 contains 247287 members 
Mstep: Class 18 contains 239320 members 
Mstep: Class 19 contains 40642 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599584.000000 Penalty: 67431.250000
Iteration 318Q: 21 clusters Score -8.859958e+07 nChanged 16
Entering ConstructFrom: 
Score: -88599584.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (41689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Entering Unmasked Estep 
Score: -4714457.000000 Penalty: 2638.222168
	Iteration 0F: 2 clusters Score -4714457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4686480.000000 Penalty: 5276.444336
	Iteration 0F: 3 clusters Score -4686480 nChanged 18858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4696781.500000 Penalty: 5276.444336
	Iteration 1F: 3 clusters Score -4696782 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4697355.500000 Penalty: 5276.444336
	Iteration 2Q: 3 clusters Score -4697356 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4697897.000000 Penalty: 5276.444336
	Iteration 3Q: 3 clusters Score -4697897 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4698493.500000 Penalty: 5276.444336
	Iteration 4Q: 3 clusters Score -4698494 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4699253.000000 Penalty: 5276.444336
	Iteration 5Q: 3 clusters Score -4699253 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4700198.000000 Penalty: 5276.444336
	Iteration 6Q: 3 clusters Score -4700198 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4701152.500000 Penalty: 5276.444336
	Iteration 7Q: 3 clusters Score -4701152 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4702132.500000 Penalty: 5276.444336
	Iteration 8Q: 3 clusters Score -4702132 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4703076.000000 Penalty: 5276.444336
	Iteration 9Q: 3 clusters Score -4703076 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4703938.500000 Penalty: 5276.444336
	Iteration 10Q: 3 clusters Score -4703938 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4704758.500000 Penalty: 5276.444336
	Iteration 11Q: 3 clusters Score -4704758 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4705576.500000 Penalty: 5276.444336
	Iteration 12Q: 3 clusters Score -4705576 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4706437.500000 Penalty: 5276.444336
	Iteration 13Q: 3 clusters Score -4706438 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4707478.500000 Penalty: 5276.444336
	Iteration 14Q: 3 clusters Score -4707478 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4708543.500000 Penalty: 5276.444336
	Iteration 15Q: 3 clusters Score -4708544 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -4709465.000000 Penalty: 5276.444336
	Iteration 16Q: 3 clusters Score -4709465 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4710058.000000 Penalty: 5276.444336
	Iteration 17Q: 3 clusters Score -4710058 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4710393.000000 Penalty: 5276.444336
	Iteration 18Q: 3 clusters Score -4710393 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -4710639.500000 Penalty: 5276.444336
	Iteration 19Q: 3 clusters Score -4710640 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -4710851.000000 Penalty: 5276.444336
	Iteration 20F: 3 clusters Score -4710851 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -4710986.000000 Penalty: 5276.444336
	Iteration 21Q: 3 clusters Score -4710986 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4711153.500000 Penalty: 5276.444336
	Iteration 22Q: 3 clusters Score -4711154 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4711248.000000 Penalty: 5276.444336
	Iteration 23Q: 3 clusters Score -4711248 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4711332.000000 Penalty: 5276.444336
	Iteration 24Q: 3 clusters Score -4711332 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4711402.000000 Penalty: 5276.444336
	Iteration 25Q: 3 clusters Score -4711402 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4711431.500000 Penalty: 5276.444336
	Iteration 26Q: 3 clusters Score -4711432 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4711467.000000 Penalty: 5276.444336
	Iteration 27Q: 3 clusters Score -4711467 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4711487.500000 Penalty: 5276.444336
	Iteration 28Q: 3 clusters Score -4711488 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4711522.000000 Penalty: 5276.444336
	Iteration 29Q: 3 clusters Score -4711522 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4711529.000000 Penalty: 5276.444336
	Iteration 30Q: 3 clusters Score -4711529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4711554.500000 Penalty: 5276.444336
	Iteration 31Q: 3 clusters Score -4711554 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4711571.000000 Penalty: 5276.444336
	Iteration 32Q: 3 clusters Score -4711571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4711597.500000 Penalty: 5276.444336
	Iteration 33Q: 3 clusters Score -4711598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4711588.500000 Penalty: 5276.444336
	Iteration 34Q: 3 clusters Score -4711588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -4711618.500000 Penalty: 5276.444336
	Iteration 35Q: 3 clusters Score -4711618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4711620.000000 Penalty: 5276.444336
	Iteration 36Q: 3 clusters Score -4711620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4711626.500000 Penalty: 5276.444336
	Iteration 37Q: 3 clusters Score -4711626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4711641.500000 Penalty: 5276.444336
	Iteration 38Q: 3 clusters Score -4711642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4711661.500000 Penalty: 5276.444336
	Iteration 39Q: 3 clusters Score -4711662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4711665.500000 Penalty: 5276.444336
	Iteration 40F: 3 clusters Score -4711666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -4711680.000000 Penalty: 5276.444336
	Iteration 41Q: 3 clusters Score -4711680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4711704.500000 Penalty: 5276.444336
	Iteration 42Q: 3 clusters Score -4711704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4711707.500000 Penalty: 5276.444336
	Iteration 43Q: 3 clusters Score -4711708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4711712.000000 Penalty: 5276.444336
	Iteration 44Q: 3 clusters Score -4711712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -4711716.500000 Penalty: 5276.444336
	Iteration 45Q: 3 clusters Score -4711716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4711717.000000 Penalty: 5276.444336
	Iteration 46Q: 3 clusters Score -4711717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4711728.000000 Penalty: 5276.444336
	Iteration 47Q: 3 clusters Score -4711728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4711736.500000 Penalty: 5276.444336
	Iteration 48Q: 3 clusters Score -4711736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4711738.000000 Penalty: 5276.444336
	Iteration 49Q: 3 clusters Score -4711738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4711739.000000 Penalty: 5276.444336
	Iteration 50Q: 3 clusters Score -4711739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4711748.500000 Penalty: 5276.444336
	Iteration 51Q: 3 clusters Score -4711748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4711758.000000 Penalty: 5276.444336
	Iteration 52Q: 3 clusters Score -4711758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4711773.500000 Penalty: 5276.444336
	Iteration 53Q: 3 clusters Score -4711774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4711770.500000 Penalty: 5276.444336
	Iteration 54Q: 3 clusters Score -4711770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4711783.000000 Penalty: 5276.444336
	Iteration 55Q: 3 clusters Score -4711783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4711777.000000 Penalty: 5276.444336
	Iteration 56Q: 3 clusters Score -4711777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4711779.500000 Penalty: 5276.444336
	Iteration 57Q: 3 clusters Score -4711780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4711784.000000 Penalty: 5276.444336
	Iteration 58Q: 3 clusters Score -4711784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4711780.500000 Penalty: 5276.444336
	Iteration 59Q: 3 clusters Score -4711780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4711789.000000 Penalty: 5276.444336
	Iteration 60F: 3 clusters Score -4711789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4711787.000000 Penalty: 5276.444336
	Iteration 61Q: 3 clusters Score -4711787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4711782.000000 Penalty: 5276.444336
	Iteration 62Q: 3 clusters Score -4711782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4711775.000000 Penalty: 5276.444336
	Iteration 63Q: 3 clusters Score -4711775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4711788.000000 Penalty: 5276.444336
	Iteration 64Q: 3 clusters Score -4711788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4711788.500000 Penalty: 5276.444336
	Iteration 65Q: 3 clusters Score -4711788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4711787.000000 Penalty: 5276.444336
	Iteration 66Q: 3 clusters Score -4711787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4711785.000000 Penalty: 5276.444336
	Iteration 67Q: 3 clusters Score -4711785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4711783.500000 Penalty: 5276.444336
	Iteration 68Q: 3 clusters Score -4711784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4711794.000000 Penalty: 5276.444336
	Iteration 69Q: 3 clusters Score -4711794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4711801.500000 Penalty: 5276.444336
	Iteration 70Q: 3 clusters Score -4711802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4711805.500000 Penalty: 5276.444336
	Iteration 71Q: 3 clusters Score -4711806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4711810.000000 Penalty: 5276.444336
	Iteration 72Q: 3 clusters Score -4711810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4711817.000000 Penalty: 5276.444336
	Iteration 73Q: 3 clusters Score -4711817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4711816.000000 Penalty: 5276.444336
	Iteration 74Q: 3 clusters Score -4711816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4711811.500000 Penalty: 5276.444336
	Iteration 75Q: 3 clusters Score -4711812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4711822.000000 Penalty: 5276.444336
	Iteration 76Q: 3 clusters Score -4711822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4711818.500000 Penalty: 5276.444336
	Iteration 77Q: 3 clusters Score -4711818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4711812.000000 Penalty: 5276.444336
	Iteration 78Q: 3 clusters Score -4711812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4711819.000000 Penalty: 5276.444336
	Iteration 79Q: 3 clusters Score -4711819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4711822.000000 Penalty: 5276.444336
	Iteration 80F: 3 clusters Score -4711822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -4711823.000000 Penalty: 5276.444336
	Iteration 81Q: 3 clusters Score -4711823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4711817.500000 Penalty: 5276.444336
	Iteration 82Q: 3 clusters Score -4711818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4711825.500000 Penalty: 5276.444336
	Iteration 83Q: 3 clusters Score -4711826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4711833.000000 Penalty: 5276.444336
	Iteration 84Q: 3 clusters Score -4711833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4711835.500000 Penalty: 5276.444336
	Iteration 85Q: 3 clusters Score -4711836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4711830.000000 Penalty: 5276.444336
	Iteration 86Q: 3 clusters Score -4711830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -4711837.500000 Penalty: 5276.444336
	Iteration 87Q: 3 clusters Score -4711838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4711851.500000 Penalty: 5276.444336
	Iteration 88Q: 3 clusters Score -4711852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4711856.000000 Penalty: 5276.444336
	Iteration 89Q: 3 clusters Score -4711856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4711853.500000 Penalty: 5276.444336
	Iteration 90Q: 3 clusters Score -4711854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4711856.000000 Penalty: 5276.444336
	Iteration 91Q: 3 clusters Score -4711856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4711852.000000 Penalty: 5276.444336
	Iteration 92Q: 3 clusters Score -4711852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4711854.500000 Penalty: 5276.444336
	Iteration 93Q: 3 clusters Score -4711854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4711857.000000 Penalty: 5276.444336
	Iteration 94Q: 3 clusters Score -4711857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4711848.500000 Penalty: 5276.444336
	Iteration 95Q: 3 clusters Score -4711848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4711851.500000 Penalty: 5276.444336
	Iteration 96Q: 3 clusters Score -4711852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4711850.000000 Penalty: 5276.444336
	Iteration 97Q: 3 clusters Score -4711850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4711857.500000 Penalty: 5276.444336
	Iteration 98Q: 3 clusters Score -4711858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4711848.000000 Penalty: 5276.444336
	Iteration 99Q: 3 clusters Score -4711848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4711860.500000 Penalty: 5276.444336
	Iteration 100F: 3 clusters Score -4711860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4711868.500000 Penalty: 5276.444336
	Iteration 101Q: 3 clusters Score -4711868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4711887.000000 Penalty: 5276.444336
	Iteration 102Q: 3 clusters Score -4711887 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -4711902.000000 Penalty: 5276.444336
	Iteration 103Q: 3 clusters Score -4711902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4711900.500000 Penalty: 5276.444336
	Iteration 104Q: 3 clusters Score -4711900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4711902.000000 Penalty: 5276.444336
	Iteration 105Q: 3 clusters Score -4711902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4711911.000000 Penalty: 5276.444336
	Iteration 106Q: 3 clusters Score -4711911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4711914.500000 Penalty: 5276.444336
	Iteration 107Q: 3 clusters Score -4711914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4711909.000000 Penalty: 5276.444336
	Iteration 108Q: 3 clusters Score -4711909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4711916.500000 Penalty: 5276.444336
	Iteration 109Q: 3 clusters Score -4711916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -4711918.000000 Penalty: 5276.444336
	Iteration 110Q: 3 clusters Score -4711918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4711919.500000 Penalty: 5276.444336
	Iteration 111Q: 3 clusters Score -4711920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4711924.500000 Penalty: 5276.444336
	Iteration 112Q: 3 clusters Score -4711924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4711926.500000 Penalty: 5276.444336
	Iteration 113Q: 3 clusters Score -4711926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4711924.500000 Penalty: 5276.444336
	Iteration 114Q: 3 clusters Score -4711924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4711923.500000 Penalty: 5276.444336
	Iteration 115Q: 3 clusters Score -4711924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4711921.500000 Penalty: 5276.444336
	Iteration 116Q: 3 clusters Score -4711922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4711922.000000 Penalty: 5276.444336
	Iteration 117Q: 3 clusters Score -4711922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4711925.000000 Penalty: 5276.444336
	Iteration 118Q: 3 clusters Score -4711925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4711936.500000 Penalty: 5276.444336
	Iteration 119Q: 3 clusters Score -4711936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -4711930.000000 Penalty: 5276.444336
	Iteration 120F: 3 clusters Score -4711930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -4711930.500000 Penalty: 5276.444336
	Iteration 121Q: 3 clusters Score -4711930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4711937.500000 Penalty: 5276.444336
	Iteration 122Q: 3 clusters Score -4711938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -4711942.500000 Penalty: 5276.444336
	Iteration 123Q: 3 clusters Score -4711942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4711934.500000 Penalty: 5276.444336
	Iteration 124Q: 3 clusters Score -4711934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4711941.000000 Penalty: 5276.444336
	Iteration 125Q: 3 clusters Score -4711941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4711951.500000 Penalty: 5276.444336
	Iteration 126Q: 3 clusters Score -4711952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4711943.500000 Penalty: 5276.444336
	Iteration 127Q: 3 clusters Score -4711944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4711942.000000 Penalty: 5276.444336
	Iteration 128Q: 3 clusters Score -4711942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4711948.500000 Penalty: 5276.444336
	Iteration 129Q: 3 clusters Score -4711948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4711947.000000 Penalty: 5276.444336
	Iteration 130Q: 3 clusters Score -4711947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4711945.000000 Penalty: 5276.444336
	Iteration 131Q: 3 clusters Score -4711945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -4711942.000000 Penalty: 5276.444336
	Iteration 132Q: 3 clusters Score -4711942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4711938.000000 Penalty: 5276.444336
	Iteration 133Q: 3 clusters Score -4711938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4711933.500000 Penalty: 5276.444336
	Iteration 134Q: 3 clusters Score -4711934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4711938.500000 Penalty: 5276.444336
	Iteration 135Q: 3 clusters Score -4711938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4711939.500000 Penalty: 5276.444336
	Iteration 136Q: 3 clusters Score -4711940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4711937.500000 Penalty: 5276.444336
	Iteration 137Q: 3 clusters Score -4711938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4711938.000000 Penalty: 5276.444336
	Iteration 138Q: 3 clusters Score -4711938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4711937.000000 Penalty: 5276.444336
	Iteration 139Q: 3 clusters Score -4711937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4711935.500000 Penalty: 5276.444336
	Iteration 140F: 3 clusters Score -4711936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -527127.000000 Penalty: 2106.594971
	Iteration 0F: 2 clusters Score -527127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -522667.312500 Penalty: 4213.189941
	Iteration 0F: 3 clusters Score -522667.3 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -523656.250000 Penalty: 4213.189941
	Iteration 1F: 3 clusters Score -523656.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -523854.687500 Penalty: 4213.189941
	Iteration 2F: 3 clusters Score -523854.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -523971.937500 Penalty: 4213.189941
	Iteration 3Q: 3 clusters Score -523971.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -524070.656250 Penalty: 4213.189941
	Iteration 4Q: 3 clusters Score -524070.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -524213.531250 Penalty: 4213.189941
	Iteration 5Q: 3 clusters Score -524213.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -524392.250000 Penalty: 4213.189941
	Iteration 6Q: 3 clusters Score -524392.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -524598.562500 Penalty: 4213.189941
	Iteration 7Q: 3 clusters Score -524598.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -524793.500000 Penalty: 4213.189941
	Iteration 8Q: 3 clusters Score -524793.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -524970.875000 Penalty: 4213.189941
	Iteration 9Q: 3 clusters Score -524970.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -525148.000000 Penalty: 4213.189941
	Iteration 10F: 3 clusters Score -525148 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -525292.437500 Penalty: 4213.189941
	Iteration 11Q: 3 clusters Score -525292.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -525409.812500 Penalty: 4213.189941
	Iteration 12Q: 3 clusters Score -525409.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -525530.625000 Penalty: 4213.189941
	Iteration 13Q: 3 clusters Score -525530.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -525633.562500 Penalty: 4213.189941
	Iteration 14Q: 3 clusters Score -525633.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -525701.875000 Penalty: 4213.189941
	Iteration 15Q: 3 clusters Score -525701.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -525762.062500 Penalty: 4213.189941
	Iteration 16Q: 3 clusters Score -525762.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -525795.937500 Penalty: 4213.189941
	Iteration 17Q: 3 clusters Score -525795.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -525824.375000 Penalty: 4213.189941
	Iteration 18Q: 3 clusters Score -525824.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -525842.625000 Penalty: 4213.189941
	Iteration 19Q: 3 clusters Score -525842.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -525859.562500 Penalty: 4213.189941
	Iteration 20F: 3 clusters Score -525859.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -525871.750000 Penalty: 4213.189941
	Iteration 21Q: 3 clusters Score -525871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -525876.812500 Penalty: 4213.189941
	Iteration 22Q: 3 clusters Score -525876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -525883.812500 Penalty: 4213.189941
	Iteration 23Q: 3 clusters Score -525883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -525891.375000 Penalty: 4213.189941
	Iteration 24Q: 3 clusters Score -525891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -525897.750000 Penalty: 4213.189941
	Iteration 25Q: 3 clusters Score -525897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -525904.437500 Penalty: 4213.189941
	Iteration 26Q: 3 clusters Score -525904.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -525911.625000 Penalty: 4213.189941
	Iteration 27Q: 3 clusters Score -525911.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -525921.000000 Penalty: 4213.189941
	Iteration 28Q: 3 clusters Score -525921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -525926.437500 Penalty: 4213.189941
	Iteration 29Q: 3 clusters Score -525926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -525932.000000 Penalty: 4213.189941
	Iteration 30Q: 3 clusters Score -525932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -525938.000000 Penalty: 4213.189941
	Iteration 31Q: 3 clusters Score -525938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -525943.687500 Penalty: 4213.189941
	Iteration 32Q: 3 clusters Score -525943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -525946.437500 Penalty: 4213.189941
	Iteration 33Q: 3 clusters Score -525946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -525950.375000 Penalty: 4213.189941
	Iteration 34Q: 3 clusters Score -525950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -525953.500000 Penalty: 4213.189941
	Iteration 35Q: 3 clusters Score -525953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -525957.812500 Penalty: 4213.189941
	Iteration 36Q: 3 clusters Score -525957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -525959.250000 Penalty: 4213.189941
	Iteration 37Q: 3 clusters Score -525959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -525959.937500 Penalty: 4213.189941
	Iteration 38Q: 3 clusters Score -525959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -525959.500000 Penalty: 4213.189941
	Iteration 39Q: 3 clusters Score -525959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -525959.500000 Penalty: 4213.189941
	Iteration 40F: 3 clusters Score -525959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -896310.000000 Penalty: 2224.509521
	Iteration 0F: 2 clusters Score -896310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -890012.312500 Penalty: 4449.019043
	Iteration 0F: 3 clusters Score -890012.3 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -891674.125000 Penalty: 4449.019043
	Iteration 1F: 3 clusters Score -891674.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -891933.562500 Penalty: 4449.019043
	Iteration 2F: 3 clusters Score -891933.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -892095.750000 Penalty: 4449.019043
	Iteration 3Q: 3 clusters Score -892095.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -892233.375000 Penalty: 4449.019043
	Iteration 4Q: 3 clusters Score -892233.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -892355.062500 Penalty: 4449.019043
	Iteration 5Q: 3 clusters Score -892355.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -892460.437500 Penalty: 4449.019043
	Iteration 6Q: 3 clusters Score -892460.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -892558.125000 Penalty: 4449.019043
	Iteration 7Q: 3 clusters Score -892558.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -892662.750000 Penalty: 4449.019043
	Iteration 8Q: 3 clusters Score -892662.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -892771.000000 Penalty: 4449.019043
	Iteration 9Q: 3 clusters Score -892771 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -892863.125000 Penalty: 4449.019043
	Iteration 10Q: 3 clusters Score -892863.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -892950.375000 Penalty: 4449.019043
	Iteration 11Q: 3 clusters Score -892950.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -893041.750000 Penalty: 4449.019043
	Iteration 12Q: 3 clusters Score -893041.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -893113.562500 Penalty: 4449.019043
	Iteration 13Q: 3 clusters Score -893113.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -893201.312500 Penalty: 4449.019043
	Iteration 14Q: 3 clusters Score -893201.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -893298.062500 Penalty: 4449.019043
	Iteration 15Q: 3 clusters Score -893298.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -893390.500000 Penalty: 4449.019043
	Iteration 16Q: 3 clusters Score -893390.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -893485.000000 Penalty: 4449.019043
	Iteration 17Q: 3 clusters Score -893485 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -893573.875000 Penalty: 4449.019043
	Iteration 18Q: 3 clusters Score -893573.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -893665.625000 Penalty: 4449.019043
	Iteration 19Q: 3 clusters Score -893665.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -893745.187500 Penalty: 4449.019043
	Iteration 20F: 3 clusters Score -893745.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -893827.500000 Penalty: 4449.019043
	Iteration 21Q: 3 clusters Score -893827.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -893903.312500 Penalty: 4449.019043
	Iteration 22Q: 3 clusters Score -893903.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -893958.375000 Penalty: 4449.019043
	Iteration 23Q: 3 clusters Score -893958.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -893999.125000 Penalty: 4449.019043
	Iteration 24Q: 3 clusters Score -893999.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -894030.312500 Penalty: 4449.019043
	Iteration 25Q: 3 clusters Score -894030.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -894058.812500 Penalty: 4449.019043
	Iteration 26Q: 3 clusters Score -894058.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -894082.937500 Penalty: 4449.019043
	Iteration 27Q: 3 clusters Score -894082.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -894108.187500 Penalty: 4449.019043
	Iteration 28Q: 3 clusters Score -894108.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -894135.312500 Penalty: 4449.019043
	Iteration 29Q: 3 clusters Score -894135.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -894157.375000 Penalty: 4449.019043
	Iteration 30Q: 3 clusters Score -894157.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -894182.125000 Penalty: 4449.019043
	Iteration 31Q: 3 clusters Score -894182.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -894202.500000 Penalty: 4449.019043
	Iteration 32Q: 3 clusters Score -894202.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -894214.375000 Penalty: 4449.019043
	Iteration 33Q: 3 clusters Score -894214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -894234.750000 Penalty: 4449.019043
	Iteration 34Q: 3 clusters Score -894234.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -894260.625000 Penalty: 4449.019043
	Iteration 35Q: 3 clusters Score -894260.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -894284.562500 Penalty: 4449.019043
	Iteration 36Q: 3 clusters Score -894284.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -894304.187500 Penalty: 4449.019043
	Iteration 37Q: 3 clusters Score -894304.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -894322.062500 Penalty: 4449.019043
	Iteration 38Q: 3 clusters Score -894322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -894339.687500 Penalty: 4449.019043
	Iteration 39Q: 3 clusters Score -894339.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -894352.812500 Penalty: 4449.019043
	Iteration 40F: 3 clusters Score -894352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -894363.500000 Penalty: 4449.019043
	Iteration 41Q: 3 clusters Score -894363.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -894371.875000 Penalty: 4449.019043
	Iteration 42Q: 3 clusters Score -894371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -894380.562500 Penalty: 4449.019043
	Iteration 43Q: 3 clusters Score -894380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -894382.312500 Penalty: 4449.019043
	Iteration 44Q: 3 clusters Score -894382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -894388.062500 Penalty: 4449.019043
	Iteration 45Q: 3 clusters Score -894388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -894393.375000 Penalty: 4449.019043
	Iteration 46Q: 3 clusters Score -894393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -894395.500000 Penalty: 4449.019043
	Iteration 47Q: 3 clusters Score -894395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -894395.500000 Penalty: 4449.019043
	Iteration 48F: 3 clusters Score -894395.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Entering Unmasked Estep 
Score: -4209434.000000 Penalty: 2608.436523
	Iteration 0F: 2 clusters Score -4209434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -4184221.750000 Penalty: 5216.873047
	Iteration 0F: 3 clusters Score -4184222 nChanged 16881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4193489.000000 Penalty: 5216.873047
	Iteration 1F: 3 clusters Score -4193489 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4194072.000000 Penalty: 5216.873047
	Iteration 2Q: 3 clusters Score -4194072 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4194749.000000 Penalty: 5216.873047
	Iteration 3Q: 3 clusters Score -4194749 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -4195659.000000 Penalty: 5216.873047
	Iteration 4Q: 3 clusters Score -4195659 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -4197075.500000 Penalty: 5216.873047
	Iteration 5F: 3 clusters Score -4197076 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -4198972.000000 Penalty: 5216.873047
	Iteration 6F: 3 clusters Score -4198972 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4201551.500000 Penalty: 5216.873047
	Iteration 7F: 3 clusters Score -4201552 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4204028.500000 Penalty: 5216.873047
	Iteration 8F: 3 clusters Score -4204028 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4205769.500000 Penalty: 5216.873047
	Iteration 9Q: 3 clusters Score -4205770 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4206575.000000 Penalty: 5216.873047
	Iteration 10Q: 3 clusters Score -4206575 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4206892.000000 Penalty: 5216.873047
	Iteration 11Q: 3 clusters Score -4206892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4207001.000000 Penalty: 5216.873047
	Iteration 12Q: 3 clusters Score -4207001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4207063.000000 Penalty: 5216.873047
	Iteration 13Q: 3 clusters Score -4207063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4207089.000000 Penalty: 5216.873047
	Iteration 14Q: 3 clusters Score -4207089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -4207108.000000 Penalty: 5216.873047
	Iteration 15Q: 3 clusters Score -4207108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4207124.500000 Penalty: 5216.873047
	Iteration 16Q: 3 clusters Score -4207124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4207128.500000 Penalty: 5216.873047
	Iteration 17Q: 3 clusters Score -4207128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4207136.500000 Penalty: 5216.873047
	Iteration 18Q: 3 clusters Score -4207136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4207140.500000 Penalty: 5216.873047
	Iteration 19Q: 3 clusters Score -4207140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4207140.500000 Penalty: 5216.873047
	Iteration 20F: 3 clusters Score -4207140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4207143.000000 Penalty: 5216.873047
	Iteration 21Q: 3 clusters Score -4207143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4207144.000000 Penalty: 5216.873047
	Iteration 22Q: 3 clusters Score -4207144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4207144.000000 Penalty: 5216.873047
	Iteration 23F: 3 clusters Score -4207144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Entering Unmasked Estep 
Score: -5153168.500000 Penalty: 2666.387939
	Iteration 0F: 2 clusters Score -5153168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5121631.000000 Penalty: 5332.775879
	Iteration 0F: 3 clusters Score -5121631 nChanged 21454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5133426.500000 Penalty: 5332.775879
	Iteration 1F: 3 clusters Score -5133426 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5133982.500000 Penalty: 5332.775879
	Iteration 2Q: 3 clusters Score -5133982 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -5134527.500000 Penalty: 5332.775879
	Iteration 3Q: 3 clusters Score -5134528 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -5135182.000000 Penalty: 5332.775879
	Iteration 4Q: 3 clusters Score -5135182 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -5136021.000000 Penalty: 5332.775879
	Iteration 5Q: 3 clusters Score -5136021 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5137206.500000 Penalty: 5332.775879
	Iteration 6Q: 3 clusters Score -5137206 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -5138878.500000 Penalty: 5332.775879
	Iteration 7Q: 3 clusters Score -5138878 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5140928.000000 Penalty: 5332.775879
	Iteration 8F: 3 clusters Score -5140928 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -5143062.000000 Penalty: 5332.775879
	Iteration 9F: 3 clusters Score -5143062 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -5145034.000000 Penalty: 5332.775879
	Iteration 10F: 3 clusters Score -5145034 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -5146556.000000 Penalty: 5332.775879
	Iteration 11Q: 3 clusters Score -5146556 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -5147718.500000 Penalty: 5332.775879
	Iteration 12Q: 3 clusters Score -5147718 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -5148539.500000 Penalty: 5332.775879
	Iteration 13Q: 3 clusters Score -5148540 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5149142.500000 Penalty: 5332.775879
	Iteration 14Q: 3 clusters Score -5149142 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -5149648.500000 Penalty: 5332.775879
	Iteration 15Q: 3 clusters Score -5149648 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5149972.500000 Penalty: 5332.775879
	Iteration 16Q: 3 clusters Score -5149972 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -5150220.500000 Penalty: 5332.775879
	Iteration 17Q: 3 clusters Score -5150220 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5150362.000000 Penalty: 5332.775879
	Iteration 18Q: 3 clusters Score -5150362 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5150495.500000 Penalty: 5332.775879
	Iteration 19Q: 3 clusters Score -5150496 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5150623.000000 Penalty: 5332.775879
	Iteration 20F: 3 clusters Score -5150623 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5150703.500000 Penalty: 5332.775879
	Iteration 21Q: 3 clusters Score -5150704 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5150779.500000 Penalty: 5332.775879
	Iteration 22Q: 3 clusters Score -5150780 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5150841.500000 Penalty: 5332.775879
	Iteration 23Q: 3 clusters Score -5150842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5150879.500000 Penalty: 5332.775879
	Iteration 24Q: 3 clusters Score -5150880 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5150910.000000 Penalty: 5332.775879
	Iteration 25Q: 3 clusters Score -5150910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5150943.500000 Penalty: 5332.775879
	Iteration 26Q: 3 clusters Score -5150944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5150959.500000 Penalty: 5332.775879
	Iteration 27Q: 3 clusters Score -5150960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5150991.500000 Penalty: 5332.775879
	Iteration 28Q: 3 clusters Score -5150992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5151009.000000 Penalty: 5332.775879
	Iteration 29Q: 3 clusters Score -5151009 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5151031.500000 Penalty: 5332.775879
	Iteration 30Q: 3 clusters Score -5151032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5151046.500000 Penalty: 5332.775879
	Iteration 31Q: 3 clusters Score -5151046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5151054.500000 Penalty: 5332.775879
	Iteration 32Q: 3 clusters Score -5151054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5151061.000000 Penalty: 5332.775879
	Iteration 33Q: 3 clusters Score -5151061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5151075.000000 Penalty: 5332.775879
	Iteration 34Q: 3 clusters Score -5151075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5151083.500000 Penalty: 5332.775879
	Iteration 35Q: 3 clusters Score -5151084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5151104.000000 Penalty: 5332.775879
	Iteration 36Q: 3 clusters Score -5151104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5151106.500000 Penalty: 5332.775879
	Iteration 37Q: 3 clusters Score -5151106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5151115.000000 Penalty: 5332.775879
	Iteration 38Q: 3 clusters Score -5151115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5151118.500000 Penalty: 5332.775879
	Iteration 39Q: 3 clusters Score -5151118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5151118.000000 Penalty: 5332.775879
	Iteration 40F: 3 clusters Score -5151118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5151112.000000 Penalty: 5332.775879
	Iteration 41Q: 3 clusters Score -5151112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5151123.500000 Penalty: 5332.775879
	Iteration 42Q: 3 clusters Score -5151124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5151126.500000 Penalty: 5332.775879
	Iteration 43Q: 3 clusters Score -5151126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5151124.500000 Penalty: 5332.775879
	Iteration 44Q: 3 clusters Score -5151124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5151130.500000 Penalty: 5332.775879
	Iteration 45Q: 3 clusters Score -5151130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5151130.500000 Penalty: 5332.775879
	Iteration 46Q: 3 clusters Score -5151130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5151123.000000 Penalty: 5332.775879
	Iteration 47Q: 3 clusters Score -5151123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5151123.000000 Penalty: 5332.775879
	Iteration 48Q: 3 clusters Score -5151123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5151125.500000 Penalty: 5332.775879
	Iteration 49Q: 3 clusters Score -5151126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5151123.500000 Penalty: 5332.775879
	Iteration 50Q: 3 clusters Score -5151124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5151135.000000 Penalty: 5332.775879
	Iteration 51Q: 3 clusters Score -5151135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5151123.500000 Penalty: 5332.775879
	Iteration 52Q: 3 clusters Score -5151124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5151126.000000 Penalty: 5332.775879
	Iteration 53Q: 3 clusters Score -5151126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5151124.500000 Penalty: 5332.775879
	Iteration 54Q: 3 clusters Score -5151124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5151131.500000 Penalty: 5332.775879
	Iteration 55Q: 3 clusters Score -5151132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5151131.500000 Penalty: 5332.775879
	Iteration 56Q: 3 clusters Score -5151132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5151131.500000 Penalty: 5332.775879
	Iteration 57F: 3 clusters Score -5151132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101682.843750 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -101682.8 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 468 members 
Entering Unmasked Estep 
Score: -99752.273438 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -99752.27 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100012.554688 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -100012.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100087.382812 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -100087.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100134.226562 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -100134.2 nChanged 24
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: -100173.578125 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -100173.6 nChanged 14
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: -100209.359375 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -100209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100231.351562 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -100231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100239.359375 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -100239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100247.359375 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -100247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100261.523438 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -100261.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100286.679688 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -100286.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100335.656250 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -100335.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100373.390625 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -100373.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100416.218750 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -100416.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100457.664062 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -100457.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100488.742188 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -100488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100513.875000 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -100513.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100580.476562 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -100580.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100690.953125 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -100691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100921.718750 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -100921.7 nChanged 45
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: -101169.554688 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -101169.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101273.617188 Penalty: 3408.061279
	Iteration 21F: 3 clusters Score -101273.6 nChanged 41
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: -101373.265625 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -101373.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101459.562500 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -101459.6 nChanged 20
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: -101513.148438 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -101513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101544.765625 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -101544.8 nChanged 8
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: -101567.703125 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -101567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101590.742188 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -101590.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -101611.343750 Penalty: 3408.061279
	Iteration 28Q: 3 clusters Score -101611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101622.804688 Penalty: 3408.061279
	Iteration 29Q: 3 clusters Score -101622.8 nChanged 4
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: -101639.093750 Penalty: 3408.061279
	Iteration 30Q: 3 clusters Score -101639.1 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: -101648.335938 Penalty: 3408.061279
	Iteration 31Q: 3 clusters Score -101648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101650.093750 Penalty: 3408.061279
	Iteration 32Q: 3 clusters Score -101650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101650.093750 Penalty: 3408.061279
	Iteration 33F: 3 clusters Score -101650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 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 122 members 
Entering Unmasked Estep 
Score: -22497.283203 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22497.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22596.041016 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22596.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22610.388672 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22610.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22624.384766 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22624.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22632.259766 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22632.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22636.892578 Penalty: 2716.325684
	Iteration 5Q: 3 clusters Score -22636.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22636.892578 Penalty: 2716.325684
	Iteration 6F: 3 clusters Score -22636.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81008.187500 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81008.19 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81392.718750 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81392.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81466.789062 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81466.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81491.781250 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -81491.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81508.914062 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -81508.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81510.398438 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -81510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81514.273438 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -81514.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81518.109375 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -81518.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81521.351562 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -81521.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81521.351562 Penalty: 3322.340820
	Iteration 9F: 3 clusters Score -81521.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30429.578125 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30429.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30529.093750 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30529.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30582.691406 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30582.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30613.621094 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30613.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30621.109375 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30621.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30621.109375 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -30621.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -123980.070312 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -123980.1 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 567 members 
Entering Unmasked Estep 
Score: -121907.875000 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -121907.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122233.773438 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122233.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122353.890625 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122353.9 nChanged 45
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: -122410.500000 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122410.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122451.773438 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122451.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -122475.648438 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122475.6 nChanged 9
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: -122486.539062 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122486.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122492.500000 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -122495.625000 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122496.679688 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122496.679688 Penalty: 3484.226074
	Iteration 10F: 3 clusters Score -122496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Entering Unmasked Estep 
Score: -610009.062500 Penalty: 2154.150635
	Iteration 0F: 2 clusters Score -610009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -604962.375000 Penalty: 4308.301270
	Iteration 0F: 3 clusters Score -604962.4 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -606371.375000 Penalty: 4308.301270
	Iteration 1F: 3 clusters Score -606371.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -606661.750000 Penalty: 4308.301270
	Iteration 2F: 3 clusters Score -606661.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -606862.937500 Penalty: 4308.301270
	Iteration 3F: 3 clusters Score -606862.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -607021.500000 Penalty: 4308.301270
	Iteration 4Q: 3 clusters Score -607021.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -607174.500000 Penalty: 4308.301270
	Iteration 5Q: 3 clusters Score -607174.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -607347.062500 Penalty: 4308.301270
	Iteration 6Q: 3 clusters Score -607347.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -607516.562500 Penalty: 4308.301270
	Iteration 7Q: 3 clusters Score -607516.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -607676.062500 Penalty: 4308.301270
	Iteration 8Q: 3 clusters Score -607676.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -607816.875000 Penalty: 4308.301270
	Iteration 9Q: 3 clusters Score -607816.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -607920.875000 Penalty: 4308.301270
	Iteration 10Q: 3 clusters Score -607920.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -608018.062500 Penalty: 4308.301270
	Iteration 11Q: 3 clusters Score -608018.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -608092.937500 Penalty: 4308.301270
	Iteration 12Q: 3 clusters Score -608092.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -608160.062500 Penalty: 4308.301270
	Iteration 13Q: 3 clusters Score -608160.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -608212.625000 Penalty: 4308.301270
	Iteration 14Q: 3 clusters Score -608212.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -608245.187500 Penalty: 4308.301270
	Iteration 15Q: 3 clusters Score -608245.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -608270.000000 Penalty: 4308.301270
	Iteration 16Q: 3 clusters Score -608270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -608283.937500 Penalty: 4308.301270
	Iteration 17Q: 3 clusters Score -608283.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -608292.687500 Penalty: 4308.301270
	Iteration 18Q: 3 clusters Score -608292.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -608302.687500 Penalty: 4308.301270
	Iteration 19Q: 3 clusters Score -608302.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -608309.500000 Penalty: 4308.301270
	Iteration 20F: 3 clusters Score -608309.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -608315.250000 Penalty: 4308.301270
	Iteration 21Q: 3 clusters Score -608315.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -608322.312500 Penalty: 4308.301270
	Iteration 22Q: 3 clusters Score -608322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -608324.875000 Penalty: 4308.301270
	Iteration 23Q: 3 clusters Score -608324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -608327.812500 Penalty: 4308.301270
	Iteration 24Q: 3 clusters Score -608327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -608332.750000 Penalty: 4308.301270
	Iteration 25Q: 3 clusters Score -608332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -608335.312500 Penalty: 4308.301270
	Iteration 26Q: 3 clusters Score -608335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -608338.187500 Penalty: 4308.301270
	Iteration 27Q: 3 clusters Score -608338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -608340.500000 Penalty: 4308.301270
	Iteration 28Q: 3 clusters Score -608340.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -608343.125000 Penalty: 4308.301270
	Iteration 29Q: 3 clusters Score -608343.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -608349.187500 Penalty: 4308.301270
	Iteration 30Q: 3 clusters Score -608349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -608351.250000 Penalty: 4308.301270
	Iteration 31Q: 3 clusters Score -608351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -608354.750000 Penalty: 4308.301270
	Iteration 32Q: 3 clusters Score -608354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -608357.187500 Penalty: 4308.301270
	Iteration 33Q: 3 clusters Score -608357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -608359.625000 Penalty: 4308.301270
	Iteration 34Q: 3 clusters Score -608359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -608361.000000 Penalty: 4308.301270
	Iteration 35Q: 3 clusters Score -608361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -608363.500000 Penalty: 4308.301270
	Iteration 36Q: 3 clusters Score -608363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -608361.562500 Penalty: 4308.301270
	Iteration 37Q: 3 clusters Score -608361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -608362.437500 Penalty: 4308.301270
	Iteration 38Q: 3 clusters Score -608362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -608365.000000 Penalty: 4308.301270
	Iteration 39Q: 3 clusters Score -608365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -608365.562500 Penalty: 4308.301270
	Iteration 40F: 3 clusters Score -608365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -608365.500000 Penalty: 4308.301270
	Iteration 41Q: 3 clusters Score -608365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -608368.187500 Penalty: 4308.301270
	Iteration 42Q: 3 clusters Score -608368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -608371.000000 Penalty: 4308.301270
	Iteration 43Q: 3 clusters Score -608371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -608374.562500 Penalty: 4308.301270
	Iteration 44Q: 3 clusters Score -608374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -608381.125000 Penalty: 4308.301270
	Iteration 45Q: 3 clusters Score -608381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -608385.437500 Penalty: 4308.301270
	Iteration 46Q: 3 clusters Score -608385.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -608392.875000 Penalty: 4308.301270
	Iteration 47Q: 3 clusters Score -608392.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -608396.312500 Penalty: 4308.301270
	Iteration 48Q: 3 clusters Score -608396.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -608399.937500 Penalty: 4308.301270
	Iteration 49Q: 3 clusters Score -608399.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -608404.250000 Penalty: 4308.301270
	Iteration 50Q: 3 clusters Score -608404.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -608405.625000 Penalty: 4308.301270
	Iteration 51Q: 3 clusters Score -608405.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -608410.250000 Penalty: 4308.301270
	Iteration 52Q: 3 clusters Score -608410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -608410.687500 Penalty: 4308.301270
	Iteration 53Q: 3 clusters Score -608410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -608411.875000 Penalty: 4308.301270
	Iteration 54Q: 3 clusters Score -608411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -608412.625000 Penalty: 4308.301270
	Iteration 55Q: 3 clusters Score -608412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -608413.062500 Penalty: 4308.301270
	Iteration 56Q: 3 clusters Score -608413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -608413.375000 Penalty: 4308.301270
	Iteration 57Q: 3 clusters Score -608413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -608414.125000 Penalty: 4308.301270
	Iteration 58Q: 3 clusters Score -608414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -608414.375000 Penalty: 4308.301270
	Iteration 59Q: 3 clusters Score -608414.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -608414.375000 Penalty: 4308.301270
	Iteration 60F: 3 clusters Score -608414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -170245.343750 Penalty: 1819.237305
	Iteration 0F: 2 clusters Score -170245.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -167906.484375 Penalty: 3638.474609
	Iteration 0F: 3 clusters Score -167906.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -168296.859375 Penalty: 3638.474609
	Iteration 1F: 3 clusters Score -168296.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -168424.828125 Penalty: 3638.474609
	Iteration 2F: 3 clusters Score -168424.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168498.187500 Penalty: 3638.474609
	Iteration 3Q: 3 clusters Score -168498.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168543.515625 Penalty: 3638.474609
	Iteration 4Q: 3 clusters Score -168543.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168568.546875 Penalty: 3638.474609
	Iteration 5Q: 3 clusters Score -168568.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168587.234375 Penalty: 3638.474609
	Iteration 6Q: 3 clusters Score -168587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168602.781250 Penalty: 3638.474609
	Iteration 7Q: 3 clusters Score -168602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168616.531250 Penalty: 3638.474609
	Iteration 8Q: 3 clusters Score -168616.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168632.093750 Penalty: 3638.474609
	Iteration 9Q: 3 clusters Score -168632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168647.406250 Penalty: 3638.474609
	Iteration 10Q: 3 clusters Score -168647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168667.203125 Penalty: 3638.474609
	Iteration 11Q: 3 clusters Score -168667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -168679.875000 Penalty: 3638.474609
	Iteration 12Q: 3 clusters Score -168679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168689.234375 Penalty: 3638.474609
	Iteration 13Q: 3 clusters Score -168689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168694.578125 Penalty: 3638.474609
	Iteration 14Q: 3 clusters Score -168694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168698.218750 Penalty: 3638.474609
	Iteration 15Q: 3 clusters Score -168698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168702.453125 Penalty: 3638.474609
	Iteration 16Q: 3 clusters Score -168702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168708.656250 Penalty: 3638.474609
	Iteration 17Q: 3 clusters Score -168708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168716.593750 Penalty: 3638.474609
	Iteration 18Q: 3 clusters Score -168716.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168724.656250 Penalty: 3638.474609
	Iteration 19Q: 3 clusters Score -168724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -168729.234375 Penalty: 3638.474609
	Iteration 20F: 3 clusters Score -168729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -168734.203125 Penalty: 3638.474609
	Iteration 21Q: 3 clusters Score -168734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -168736.484375 Penalty: 3638.474609
	Iteration 22Q: 3 clusters Score -168736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -168739.390625 Penalty: 3638.474609
	Iteration 23Q: 3 clusters Score -168739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -168742.843750 Penalty: 3638.474609
	Iteration 24Q: 3 clusters Score -168742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -168746.828125 Penalty: 3638.474609
	Iteration 25Q: 3 clusters Score -168746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -168752.968750 Penalty: 3638.474609
	Iteration 26Q: 3 clusters Score -168753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -168761.937500 Penalty: 3638.474609
	Iteration 27Q: 3 clusters Score -168761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -168770.625000 Penalty: 3638.474609
	Iteration 28Q: 3 clusters Score -168770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -168776.703125 Penalty: 3638.474609
	Iteration 29Q: 3 clusters Score -168776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -168782.812500 Penalty: 3638.474609
	Iteration 30Q: 3 clusters Score -168782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -168784.984375 Penalty: 3638.474609
	Iteration 31Q: 3 clusters Score -168785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -168785.828125 Penalty: 3638.474609
	Iteration 32Q: 3 clusters Score -168785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168788.062500 Penalty: 3638.474609
	Iteration 33Q: 3 clusters Score -168788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -168788.468750 Penalty: 3638.474609
	Iteration 34Q: 3 clusters Score -168788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -168788.468750 Penalty: 3638.474609
	Iteration 35F: 3 clusters Score -168788.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -461219.906250 Penalty: 2064.795898
	Iteration 0F: 2 clusters Score -461219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -457266.343750 Penalty: 4129.591797
	Iteration 0F: 3 clusters Score -457266.3 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -458148.593750 Penalty: 4129.591797
	Iteration 1F: 3 clusters Score -458148.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -458331.843750 Penalty: 4129.591797
	Iteration 2F: 3 clusters Score -458331.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -458456.937500 Penalty: 4129.591797
	Iteration 3Q: 3 clusters Score -458456.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -458544.312500 Penalty: 4129.591797
	Iteration 4Q: 3 clusters Score -458544.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -458609.906250 Penalty: 4129.591797
	Iteration 5Q: 3 clusters Score -458609.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -458663.593750 Penalty: 4129.591797
	Iteration 6Q: 3 clusters Score -458663.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -458709.625000 Penalty: 4129.591797
	Iteration 7Q: 3 clusters Score -458709.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -458745.125000 Penalty: 4129.591797
	Iteration 8Q: 3 clusters Score -458745.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -458769.062500 Penalty: 4129.591797
	Iteration 9Q: 3 clusters Score -458769.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -458794.031250 Penalty: 4129.591797
	Iteration 10Q: 3 clusters Score -458794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -458811.843750 Penalty: 4129.591797
	Iteration 11Q: 3 clusters Score -458811.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -458827.000000 Penalty: 4129.591797
	Iteration 12Q: 3 clusters Score -458827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -458841.281250 Penalty: 4129.591797
	Iteration 13Q: 3 clusters Score -458841.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -458852.218750 Penalty: 4129.591797
	Iteration 14Q: 3 clusters Score -458852.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -458861.406250 Penalty: 4129.591797
	Iteration 15Q: 3 clusters Score -458861.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -458868.218750 Penalty: 4129.591797
	Iteration 16Q: 3 clusters Score -458868.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -458877.250000 Penalty: 4129.591797
	Iteration 17Q: 3 clusters Score -458877.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -458886.656250 Penalty: 4129.591797
	Iteration 18Q: 3 clusters Score -458886.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -458894.718750 Penalty: 4129.591797
	Iteration 19Q: 3 clusters Score -458894.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -458902.250000 Penalty: 4129.591797
	Iteration 20F: 3 clusters Score -458902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -458907.187500 Penalty: 4129.591797
	Iteration 21Q: 3 clusters Score -458907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -458909.937500 Penalty: 4129.591797
	Iteration 22Q: 3 clusters Score -458909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -458911.968750 Penalty: 4129.591797
	Iteration 23Q: 3 clusters Score -458912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -458913.937500 Penalty: 4129.591797
	Iteration 24Q: 3 clusters Score -458913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -458916.281250 Penalty: 4129.591797
	Iteration 25Q: 3 clusters Score -458916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -458916.531250 Penalty: 4129.591797
	Iteration 26Q: 3 clusters Score -458916.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -458918.250000 Penalty: 4129.591797
	Iteration 27Q: 3 clusters Score -458918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -458922.343750 Penalty: 4129.591797
	Iteration 28Q: 3 clusters Score -458922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -458923.625000 Penalty: 4129.591797
	Iteration 29Q: 3 clusters Score -458923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -458924.718750 Penalty: 4129.591797
	Iteration 30Q: 3 clusters Score -458924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -458925.156250 Penalty: 4129.591797
	Iteration 31Q: 3 clusters Score -458925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -458926.406250 Penalty: 4129.591797
	Iteration 32Q: 3 clusters Score -458926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -458926.062500 Penalty: 4129.591797
	Iteration 33Q: 3 clusters Score -458926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -458928.437500 Penalty: 4129.591797
	Iteration 34Q: 3 clusters Score -458928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -458930.218750 Penalty: 4129.591797
	Iteration 35Q: 3 clusters Score -458930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -458932.625000 Penalty: 4129.591797
	Iteration 36Q: 3 clusters Score -458932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -458933.812500 Penalty: 4129.591797
	Iteration 37Q: 3 clusters Score -458933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -458934.718750 Penalty: 4129.591797
	Iteration 38Q: 3 clusters Score -458934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -458937.875000 Penalty: 4129.591797
	Iteration 39Q: 3 clusters Score -458937.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -458940.000000 Penalty: 4129.591797
	Iteration 40F: 3 clusters Score -458940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -458942.937500 Penalty: 4129.591797
	Iteration 41Q: 3 clusters Score -458942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -458943.718750 Penalty: 4129.591797
	Iteration 42Q: 3 clusters Score -458943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -458944.500000 Penalty: 4129.591797
	Iteration 43Q: 3 clusters Score -458944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -458944.500000 Penalty: 4129.591797
	Iteration 44F: 3 clusters Score -458944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Entering Unmasked Estep 
Score: -2041045.250000 Penalty: 2429.204346
	Iteration 0F: 2 clusters Score -2041045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2028394.125000 Penalty: 4858.408691
	Iteration 0F: 3 clusters Score -2028394 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2032565.250000 Penalty: 4858.408691
	Iteration 1F: 3 clusters Score -2032565 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2033353.750000 Penalty: 4858.408691
	Iteration 2F: 3 clusters Score -2033354 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2034155.375000 Penalty: 4858.408691
	Iteration 3F: 3 clusters Score -2034155 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2034905.250000 Penalty: 4858.408691
	Iteration 4F: 3 clusters Score -2034905 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2035732.000000 Penalty: 4858.408691
	Iteration 5F: 3 clusters Score -2035732 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2036567.750000 Penalty: 4858.408691
	Iteration 6F: 3 clusters Score -2036568 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2037381.250000 Penalty: 4858.408691
	Iteration 7F: 3 clusters Score -2037381 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2038051.875000 Penalty: 4858.408691
	Iteration 8F: 3 clusters Score -2038052 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2038569.875000 Penalty: 4858.408691
	Iteration 9Q: 3 clusters Score -2038570 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2038943.125000 Penalty: 4858.408691
	Iteration 10Q: 3 clusters Score -2038943 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2039218.625000 Penalty: 4858.408691
	Iteration 11Q: 3 clusters Score -2039219 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2039395.000000 Penalty: 4858.408691
	Iteration 12Q: 3 clusters Score -2039395 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2039530.875000 Penalty: 4858.408691
	Iteration 13Q: 3 clusters Score -2039531 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2039628.625000 Penalty: 4858.408691
	Iteration 14Q: 3 clusters Score -2039629 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2039732.125000 Penalty: 4858.408691
	Iteration 15Q: 3 clusters Score -2039732 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2039825.000000 Penalty: 4858.408691
	Iteration 16Q: 3 clusters Score -2039825 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2039900.250000 Penalty: 4858.408691
	Iteration 17Q: 3 clusters Score -2039900 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2039954.375000 Penalty: 4858.408691
	Iteration 18Q: 3 clusters Score -2039954 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2039998.000000 Penalty: 4858.408691
	Iteration 19Q: 3 clusters Score -2039998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2040030.750000 Penalty: 4858.408691
	Iteration 20F: 3 clusters Score -2040031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2040054.625000 Penalty: 4858.408691
	Iteration 21Q: 3 clusters Score -2040055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2040077.500000 Penalty: 4858.408691
	Iteration 22Q: 3 clusters Score -2040078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2040083.125000 Penalty: 4858.408691
	Iteration 23Q: 3 clusters Score -2040083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2040094.000000 Penalty: 4858.408691
	Iteration 24Q: 3 clusters Score -2040094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2040100.250000 Penalty: 4858.408691
	Iteration 25Q: 3 clusters Score -2040100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2040100.875000 Penalty: 4858.408691
	Iteration 26Q: 3 clusters Score -2040101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2040108.125000 Penalty: 4858.408691
	Iteration 27Q: 3 clusters Score -2040108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2040112.750000 Penalty: 4858.408691
	Iteration 28Q: 3 clusters Score -2040113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2040114.000000 Penalty: 4858.408691
	Iteration 29Q: 3 clusters Score -2040114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2040119.000000 Penalty: 4858.408691
	Iteration 30Q: 3 clusters Score -2040119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2040121.000000 Penalty: 4858.408691
	Iteration 31Q: 3 clusters Score -2040121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2040122.250000 Penalty: 4858.408691
	Iteration 32Q: 3 clusters Score -2040122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2040126.250000 Penalty: 4858.408691
	Iteration 33Q: 3 clusters Score -2040126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2040128.750000 Penalty: 4858.408691
	Iteration 34Q: 3 clusters Score -2040129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2040137.750000 Penalty: 4858.408691
	Iteration 35Q: 3 clusters Score -2040138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2040140.875000 Penalty: 4858.408691
	Iteration 36Q: 3 clusters Score -2040141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2040142.625000 Penalty: 4858.408691
	Iteration 37Q: 3 clusters Score -2040143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2040141.375000 Penalty: 4858.408691
	Iteration 38Q: 3 clusters Score -2040141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2040145.625000 Penalty: 4858.408691
	Iteration 39Q: 3 clusters Score -2040146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2040146.500000 Penalty: 4858.408691
	Iteration 40F: 3 clusters Score -2040146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2040151.250000 Penalty: 4858.408691
	Iteration 41Q: 3 clusters Score -2040151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2040148.000000 Penalty: 4858.408691
	Iteration 42Q: 3 clusters Score -2040148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2040148.000000 Penalty: 4858.408691
	Iteration 43Q: 3 clusters Score -2040148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2040148.500000 Penalty: 4858.408691
	Iteration 44Q: 3 clusters Score -2040148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2040147.000000 Penalty: 4858.408691
	Iteration 45Q: 3 clusters Score -2040147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2040146.250000 Penalty: 4858.408691
	Iteration 46Q: 3 clusters Score -2040146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2040145.500000 Penalty: 4858.408691
	Iteration 47Q: 3 clusters Score -2040146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2040148.875000 Penalty: 4858.408691
	Iteration 48Q: 3 clusters Score -2040149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2040149.250000 Penalty: 4858.408691
	Iteration 49Q: 3 clusters Score -2040149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2040149.250000 Penalty: 4858.408691
	Iteration 50F: 3 clusters Score -2040149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Entering Unmasked Estep 
Score: -2818092.250000 Penalty: 2509.532471
	Iteration 0F: 2 clusters Score -2818092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2800838.500000 Penalty: 5019.064941
	Iteration 0F: 3 clusters Score -2800838 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2807002.250000 Penalty: 5019.064941
	Iteration 1F: 3 clusters Score -2807002 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2807760.000000 Penalty: 5019.064941
	Iteration 2F: 3 clusters Score -2807760 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2808740.000000 Penalty: 5019.064941
	Iteration 3F: 3 clusters Score -2808740 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2809797.500000 Penalty: 5019.064941
	Iteration 4F: 3 clusters Score -2809798 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2810851.000000 Penalty: 5019.064941
	Iteration 5F: 3 clusters Score -2810851 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2811878.500000 Penalty: 5019.064941
	Iteration 6F: 3 clusters Score -2811878 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2812901.000000 Penalty: 5019.064941
	Iteration 7F: 3 clusters Score -2812901 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2813875.500000 Penalty: 5019.064941
	Iteration 8F: 3 clusters Score -2813876 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2814702.750000 Penalty: 5019.064941
	Iteration 9Q: 3 clusters Score -2814703 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2815385.750000 Penalty: 5019.064941
	Iteration 10Q: 3 clusters Score -2815386 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2815960.000000 Penalty: 5019.064941
	Iteration 11Q: 3 clusters Score -2815960 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2816324.000000 Penalty: 5019.064941
	Iteration 12Q: 3 clusters Score -2816324 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2816570.250000 Penalty: 5019.064941
	Iteration 13Q: 3 clusters Score -2816570 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2816738.500000 Penalty: 5019.064941
	Iteration 14Q: 3 clusters Score -2816738 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2816844.000000 Penalty: 5019.064941
	Iteration 15Q: 3 clusters Score -2816844 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2816935.500000 Penalty: 5019.064941
	Iteration 16Q: 3 clusters Score -2816936 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2817009.500000 Penalty: 5019.064941
	Iteration 17Q: 3 clusters Score -2817010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2817088.750000 Penalty: 5019.064941
	Iteration 18Q: 3 clusters Score -2817089 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2817126.500000 Penalty: 5019.064941
	Iteration 19Q: 3 clusters Score -2817126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2817168.000000 Penalty: 5019.064941
	Iteration 20F: 3 clusters Score -2817168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2817201.500000 Penalty: 5019.064941
	Iteration 21Q: 3 clusters Score -2817202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2817223.500000 Penalty: 5019.064941
	Iteration 22Q: 3 clusters Score -2817224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2817254.250000 Penalty: 5019.064941
	Iteration 23Q: 3 clusters Score -2817254 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2817278.000000 Penalty: 5019.064941
	Iteration 24Q: 3 clusters Score -2817278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2817302.500000 Penalty: 5019.064941
	Iteration 25Q: 3 clusters Score -2817302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2817314.750000 Penalty: 5019.064941
	Iteration 26Q: 3 clusters Score -2817315 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2817332.750000 Penalty: 5019.064941
	Iteration 27Q: 3 clusters Score -2817333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2817353.500000 Penalty: 5019.064941
	Iteration 28Q: 3 clusters Score -2817354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2817357.250000 Penalty: 5019.064941
	Iteration 29Q: 3 clusters Score -2817357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2817363.750000 Penalty: 5019.064941
	Iteration 30Q: 3 clusters Score -2817364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2817370.000000 Penalty: 5019.064941
	Iteration 31Q: 3 clusters Score -2817370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2817376.750000 Penalty: 5019.064941
	Iteration 32Q: 3 clusters Score -2817377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2817382.750000 Penalty: 5019.064941
	Iteration 33Q: 3 clusters Score -2817383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2817394.250000 Penalty: 5019.064941
	Iteration 34Q: 3 clusters Score -2817394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2817399.000000 Penalty: 5019.064941
	Iteration 35Q: 3 clusters Score -2817399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2817405.750000 Penalty: 5019.064941
	Iteration 36Q: 3 clusters Score -2817406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2817411.500000 Penalty: 5019.064941
	Iteration 37Q: 3 clusters Score -2817412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2817412.250000 Penalty: 5019.064941
	Iteration 38Q: 3 clusters Score -2817412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2817423.250000 Penalty: 5019.064941
	Iteration 39Q: 3 clusters Score -2817423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2817420.750000 Penalty: 5019.064941
	Iteration 40F: 3 clusters Score -2817421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2817423.750000 Penalty: 5019.064941
	Iteration 41Q: 3 clusters Score -2817424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2817429.750000 Penalty: 5019.064941
	Iteration 42Q: 3 clusters Score -2817430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2817436.500000 Penalty: 5019.064941
	Iteration 43Q: 3 clusters Score -2817436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2817440.500000 Penalty: 5019.064941
	Iteration 44Q: 3 clusters Score -2817440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2817442.000000 Penalty: 5019.064941
	Iteration 45Q: 3 clusters Score -2817442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2817445.250000 Penalty: 5019.064941
	Iteration 46Q: 3 clusters Score -2817445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2817443.750000 Penalty: 5019.064941
	Iteration 47Q: 3 clusters Score -2817444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2817444.250000 Penalty: 5019.064941
	Iteration 48Q: 3 clusters Score -2817444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2817447.500000 Penalty: 5019.064941
	Iteration 49Q: 3 clusters Score -2817448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2817447.500000 Penalty: 5019.064941
	Iteration 50Q: 3 clusters Score -2817448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2817448.500000 Penalty: 5019.064941
	Iteration 51Q: 3 clusters Score -2817448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2817457.750000 Penalty: 5019.064941
	Iteration 52Q: 3 clusters Score -2817458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2817461.500000 Penalty: 5019.064941
	Iteration 53Q: 3 clusters Score -2817462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2817466.500000 Penalty: 5019.064941
	Iteration 54Q: 3 clusters Score -2817466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2817464.500000 Penalty: 5019.064941
	Iteration 55Q: 3 clusters Score -2817464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2817465.000000 Penalty: 5019.064941
	Iteration 56Q: 3 clusters Score -2817465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2817459.750000 Penalty: 5019.064941
	Iteration 57Q: 3 clusters Score -2817460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2817464.000000 Penalty: 5019.064941
	Iteration 58Q: 3 clusters Score -2817464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2817466.750000 Penalty: 5019.064941
	Iteration 59Q: 3 clusters Score -2817467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2817465.000000 Penalty: 5019.064941
	Iteration 60F: 3 clusters Score -2817465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2817463.750000 Penalty: 5019.064941
	Iteration 61Q: 3 clusters Score -2817464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2817465.750000 Penalty: 5019.064941
	Iteration 62Q: 3 clusters Score -2817466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2817465.750000 Penalty: 5019.064941
	Iteration 63F: 3 clusters Score -2817466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (247296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247296 members 
Entering Unmasked Estep 
Score: -27884720.000000 Penalty: 3079.748779
	Iteration 0F: 2 clusters Score -2.788472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -27730852.000000 Penalty: 6159.497559
	Iteration 0F: 3 clusters Score -2.773085e+07 nChanged 119456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 117960 members 
Entering Unmasked Estep 
Score: -27801562.000000 Penalty: 6159.497559
	Iteration 1F: 3 clusters Score -2.780156e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132622 members 
Mstep: Class 2 contains 114674 members 
Entering Unmasked Estep 
Score: -27802784.000000 Penalty: 6159.497559
	Iteration 2Q: 3 clusters Score -2.780278e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -27804700.000000 Penalty: 6159.497559
	Iteration 3Q: 3 clusters Score -2.78047e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -27808068.000000 Penalty: 6159.497559
	Iteration 4Q: 3 clusters Score -2.780807e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -27813896.000000 Penalty: 6159.497559
	Iteration 5Q: 3 clusters Score -2.78139e+07 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174440 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -27825146.000000 Penalty: 6159.497559
	Iteration 6F: 3 clusters Score -2.782515e+07 nChanged 21430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195838 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -27842922.000000 Penalty: 6159.497559
	Iteration 7F: 3 clusters Score -2.784292e+07 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218347 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -27864394.000000 Penalty: 6159.497559
	Iteration 8F: 3 clusters Score -2.786439e+07 nChanged 16962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235307 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -27876116.000000 Penalty: 6159.497559
	Iteration 9F: 3 clusters Score -2.787612e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243504 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -27880208.000000 Penalty: 6159.497559
	Iteration 10Q: 3 clusters Score -2.788021e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246170 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -27881336.000000 Penalty: 6159.497559
	Iteration 11Q: 3 clusters Score -2.788134e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246857 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -27881674.000000 Penalty: 6159.497559
	Iteration 12Q: 3 clusters Score -2.788167e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247016 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27881818.000000 Penalty: 6159.497559
	Iteration 13Q: 3 clusters Score -2.788182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247061 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27881882.000000 Penalty: 6159.497559
	Iteration 14Q: 3 clusters Score -2.788188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247084 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27881936.000000 Penalty: 6159.497559
	Iteration 15Q: 3 clusters Score -2.788194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247096 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27881968.000000 Penalty: 6159.497559
	Iteration 16Q: 3 clusters Score -2.788197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247099 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27882000.000000 Penalty: 6159.497559
	Iteration 17Q: 3 clusters Score -2.7882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27882020.000000 Penalty: 6159.497559
	Iteration 18Q: 3 clusters Score -2.788202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27882034.000000 Penalty: 6159.497559
	Iteration 19Q: 3 clusters Score -2.788203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27882044.000000 Penalty: 6159.497559
	Iteration 20F: 3 clusters Score -2.788204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27882030.000000 Penalty: 6159.497559
	Iteration 21Q: 3 clusters Score -2.788203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27882044.000000 Penalty: 6159.497559
	Iteration 22Q: 3 clusters Score -2.788204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247105 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27882064.000000 Penalty: 6159.497559
	Iteration 23Q: 3 clusters Score -2.788206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247105 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27882064.000000 Penalty: 6159.497559
	Iteration 24F: 3 clusters Score -2.788206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239313 members 
Entering Unmasked Estep 
Score: -26810696.000000 Penalty: 3071.610840
	Iteration 0F: 2 clusters Score -2.68107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119682 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -26658888.000000 Penalty: 6143.221680
	Iteration 0F: 3 clusters Score -2.665889e+07 nChanged 115594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 119643 members 
Entering Unmasked Estep 
Score: -26727054.000000 Penalty: 6143.221680
	Iteration 1F: 3 clusters Score -2.672705e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -26728602.000000 Penalty: 6143.221680
	Iteration 2Q: 3 clusters Score -2.67286e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118113 members 
Mstep: Class 2 contains 121200 members 
Entering Unmasked Estep 
Score: -26731056.000000 Penalty: 6143.221680
	Iteration 3Q: 3 clusters Score -2.673106e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 122818 members 
Entering Unmasked Estep 
Score: -26734536.000000 Penalty: 6143.221680
	Iteration 4Q: 3 clusters Score -2.673454e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -26739110.000000 Penalty: 6143.221680
	Iteration 5Q: 3 clusters Score -2.673911e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110222 members 
Mstep: Class 2 contains 129091 members 
Entering Unmasked Estep 
Score: -26745780.000000 Penalty: 6143.221680
	Iteration 6F: 3 clusters Score -2.674578e+07 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
Score: -26756028.000000 Penalty: 6143.221680
	Iteration 7F: 3 clusters Score -2.675603e+07 nChanged 16334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 140395 members 
Entering Unmasked Estep 
Score: -26769738.000000 Penalty: 6143.221680
	Iteration 8F: 3 clusters Score -2.676974e+07 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 146213 members 
Entering Unmasked Estep 
Score: -26784400.000000 Penalty: 6143.221680
	Iteration 9F: 3 clusters Score -2.67844e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 150371 members 
Entering Unmasked Estep 
Score: -26793064.000000 Penalty: 6143.221680
	Iteration 10F: 3 clusters Score -2.679306e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -26797090.000000 Penalty: 6143.221680
	Iteration 11Q: 3 clusters Score -2.679709e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 156151 members 
Entering Unmasked Estep 
Score: -26798974.000000 Penalty: 6143.221680
	Iteration 12Q: 3 clusters Score -2.679897e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -26800162.000000 Penalty: 6143.221680
	Iteration 13Q: 3 clusters Score -2.680016e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -26800912.000000 Penalty: 6143.221680
	Iteration 14Q: 3 clusters Score -2.680091e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 162225 members 
Entering Unmasked Estep 
Score: -26801438.000000 Penalty: 6143.221680
	Iteration 15Q: 3 clusters Score -2.680144e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -26801632.000000 Penalty: 6143.221680
	Iteration 16Q: 3 clusters Score -2.680163e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -26801816.000000 Penalty: 6143.221680
	Iteration 17Q: 3 clusters Score -2.680182e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 166888 members 
Entering Unmasked Estep 
Score: -26802014.000000 Penalty: 6143.221680
	Iteration 18Q: 3 clusters Score -2.680201e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 168366 members 
Entering Unmasked Estep 
Score: -26802208.000000 Penalty: 6143.221680
	Iteration 19Q: 3 clusters Score -2.680221e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -26802438.000000 Penalty: 6143.221680
	Iteration 20F: 3 clusters Score -2.680244e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 171213 members 
Entering Unmasked Estep 
Score: -26802578.000000 Penalty: 6143.221680
	Iteration 21Q: 3 clusters Score -2.680258e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -26802590.000000 Penalty: 6143.221680
	Iteration 22Q: 3 clusters Score -2.680259e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 174014 members 
Entering Unmasked Estep 
Score: -26802554.000000 Penalty: 6143.221680
	Iteration 23Q: 3 clusters Score -2.680255e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -26802588.000000 Penalty: 6143.221680
	Iteration 24Q: 3 clusters Score -2.680259e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 176822 members 
Entering Unmasked Estep 
Score: -26802842.000000 Penalty: 6143.221680
	Iteration 25Q: 3 clusters Score -2.680284e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 178301 members 
Entering Unmasked Estep 
Score: -26803044.000000 Penalty: 6143.221680
	Iteration 26Q: 3 clusters Score -2.680304e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 179848 members 
Entering Unmasked Estep 
Score: -26803166.000000 Penalty: 6143.221680
	Iteration 27Q: 3 clusters Score -2.680317e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 181333 members 
Entering Unmasked Estep 
Score: -26803308.000000 Penalty: 6143.221680
	Iteration 28Q: 3 clusters Score -2.680331e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 182874 members 
Entering Unmasked Estep 
Score: -26803328.000000 Penalty: 6143.221680
	Iteration 29Q: 3 clusters Score -2.680333e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 184416 members 
Entering Unmasked Estep 
Score: -26803476.000000 Penalty: 6143.221680
	Iteration 30Q: 3 clusters Score -2.680348e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 185947 members 
Entering Unmasked Estep 
Score: -26803628.000000 Penalty: 6143.221680
	Iteration 31Q: 3 clusters Score -2.680363e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 187455 members 
Entering Unmasked Estep 
Score: -26803820.000000 Penalty: 6143.221680
	Iteration 32Q: 3 clusters Score -2.680382e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 188963 members 
Entering Unmasked Estep 
Score: -26804006.000000 Penalty: 6143.221680
	Iteration 33Q: 3 clusters Score -2.680401e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 190442 members 
Entering Unmasked Estep 
Score: -26804144.000000 Penalty: 6143.221680
	Iteration 34Q: 3 clusters Score -2.680414e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 191925 members 
Entering Unmasked Estep 
Score: -26804280.000000 Penalty: 6143.221680
	Iteration 35Q: 3 clusters Score -2.680428e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 193410 members 
Entering Unmasked Estep 
Score: -26804368.000000 Penalty: 6143.221680
	Iteration 36Q: 3 clusters Score -2.680437e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 194890 members 
Entering Unmasked Estep 
Score: -26804554.000000 Penalty: 6143.221680
	Iteration 37Q: 3 clusters Score -2.680455e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 196288 members 
Entering Unmasked Estep 
Score: -26804796.000000 Penalty: 6143.221680
	Iteration 38Q: 3 clusters Score -2.68048e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 197686 members 
Entering Unmasked Estep 
Score: -26805008.000000 Penalty: 6143.221680
	Iteration 39Q: 3 clusters Score -2.680501e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 199083 members 
Entering Unmasked Estep 
Score: -26805138.000000 Penalty: 6143.221680
	Iteration 40F: 3 clusters Score -2.680514e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 200457 members 
Entering Unmasked Estep 
Score: -26805394.000000 Penalty: 6143.221680
	Iteration 41Q: 3 clusters Score -2.680539e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 201741 members 
Entering Unmasked Estep 
Score: -26805644.000000 Penalty: 6143.221680
	Iteration 42Q: 3 clusters Score -2.680564e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 203078 members 
Entering Unmasked Estep 
Score: -26805884.000000 Penalty: 6143.221680
	Iteration 43Q: 3 clusters Score -2.680588e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 204367 members 
Entering Unmasked Estep 
Score: -26806082.000000 Penalty: 6143.221680
	Iteration 44Q: 3 clusters Score -2.680608e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 205670 members 
Entering Unmasked Estep 
Score: -26806376.000000 Penalty: 6143.221680
	Iteration 45Q: 3 clusters Score -2.680638e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 206952 members 
Entering Unmasked Estep 
Score: -26806372.000000 Penalty: 6143.221680
	Iteration 46Q: 3 clusters Score -2.680637e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 208226 members 
Entering Unmasked Estep 
Score: -26806628.000000 Penalty: 6143.221680
	Iteration 47Q: 3 clusters Score -2.680663e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 209501 members 
Entering Unmasked Estep 
Score: -26806816.000000 Penalty: 6143.221680
	Iteration 48Q: 3 clusters Score -2.680682e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 210760 members 
Entering Unmasked Estep 
Score: -26807034.000000 Penalty: 6143.221680
	Iteration 49Q: 3 clusters Score -2.680703e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 212056 members 
Entering Unmasked Estep 
Score: -26807194.000000 Penalty: 6143.221680
	Iteration 50Q: 3 clusters Score -2.680719e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 213359 members 
Entering Unmasked Estep 
Score: -26807532.000000 Penalty: 6143.221680
	Iteration 51Q: 3 clusters Score -2.680753e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 214691 members 
Entering Unmasked Estep 
Score: -26807892.000000 Penalty: 6143.221680
	Iteration 52Q: 3 clusters Score -2.680789e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 216002 members 
Entering Unmasked Estep 
Score: -26808076.000000 Penalty: 6143.221680
	Iteration 53Q: 3 clusters Score -2.680808e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 217253 members 
Entering Unmasked Estep 
Score: -26808376.000000 Penalty: 6143.221680
	Iteration 54Q: 3 clusters Score -2.680838e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 218470 members 
Entering Unmasked Estep 
Score: -26808660.000000 Penalty: 6143.221680
	Iteration 55Q: 3 clusters Score -2.680866e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 219684 members 
Entering Unmasked Estep 
Score: -26808888.000000 Penalty: 6143.221680
	Iteration 56Q: 3 clusters Score -2.680889e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 220886 members 
Entering Unmasked Estep 
Score: -26809080.000000 Penalty: 6143.221680
	Iteration 57Q: 3 clusters Score -2.680908e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 222038 members 
Entering Unmasked Estep 
Score: -26809212.000000 Penalty: 6143.221680
	Iteration 58Q: 3 clusters Score -2.680921e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 223184 members 
Entering Unmasked Estep 
Score: -26809266.000000 Penalty: 6143.221680
	Iteration 59Q: 3 clusters Score -2.680927e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 224254 members 
Entering Unmasked Estep 
Score: -26809312.000000 Penalty: 6143.221680
	Iteration 60F: 3 clusters Score -2.680931e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 225319 members 
Entering Unmasked Estep 
Score: -26809380.000000 Penalty: 6143.221680
	Iteration 61Q: 3 clusters Score -2.680938e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 226326 members 
Entering Unmasked Estep 
Score: -26809406.000000 Penalty: 6143.221680
	Iteration 62Q: 3 clusters Score -2.680941e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 227297 members 
Entering Unmasked Estep 
Score: -26809318.000000 Penalty: 6143.221680
	Iteration 63Q: 3 clusters Score -2.680932e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 228243 members 
Entering Unmasked Estep 
Score: -26809292.000000 Penalty: 6143.221680
	Iteration 64Q: 3 clusters Score -2.680929e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 229131 members 
Entering Unmasked Estep 
Score: -26809358.000000 Penalty: 6143.221680
	Iteration 65Q: 3 clusters Score -2.680936e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 229945 members 
Entering Unmasked Estep 
Score: -26809264.000000 Penalty: 6143.221680
	Iteration 66Q: 3 clusters Score -2.680926e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 230703 members 
Entering Unmasked Estep 
Score: -26809196.000000 Penalty: 6143.221680
	Iteration 67Q: 3 clusters Score -2.68092e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 231437 members 
Entering Unmasked Estep 
Score: -26809190.000000 Penalty: 6143.221680
	Iteration 68Q: 3 clusters Score -2.680919e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 232070 members 
Entering Unmasked Estep 
Score: -26808996.000000 Penalty: 6143.221680
	Iteration 69Q: 3 clusters Score -2.6809e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 232688 members 
Entering Unmasked Estep 
Score: -26809054.000000 Penalty: 6143.221680
	Iteration 70Q: 3 clusters Score -2.680905e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 233257 members 
Entering Unmasked Estep 
Score: -26809068.000000 Penalty: 6143.221680
	Iteration 71Q: 3 clusters Score -2.680907e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 233806 members 
Entering Unmasked Estep 
Score: -26809044.000000 Penalty: 6143.221680
	Iteration 72Q: 3 clusters Score -2.680904e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 234272 members 
Entering Unmasked Estep 
Score: -26809070.000000 Penalty: 6143.221680
	Iteration 73Q: 3 clusters Score -2.680907e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 234688 members 
Entering Unmasked Estep 
Score: -26809014.000000 Penalty: 6143.221680
	Iteration 74Q: 3 clusters Score -2.680901e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 235063 members 
Entering Unmasked Estep 
Score: -26808950.000000 Penalty: 6143.221680
	Iteration 75Q: 3 clusters Score -2.680895e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 235394 members 
Entering Unmasked Estep 
Score: -26808970.000000 Penalty: 6143.221680
	Iteration 76Q: 3 clusters Score -2.680897e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 235720 members 
Entering Unmasked Estep 
Score: -26808882.000000 Penalty: 6143.221680
	Iteration 77Q: 3 clusters Score -2.680888e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 236007 members 
Entering Unmasked Estep 
Score: -26808842.000000 Penalty: 6143.221680
	Iteration 78Q: 3 clusters Score -2.680884e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 236252 members 
Entering Unmasked Estep 
Score: -26808880.000000 Penalty: 6143.221680
	Iteration 79Q: 3 clusters Score -2.680888e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 236461 members 
Entering Unmasked Estep 
Score: -26808778.000000 Penalty: 6143.221680
	Iteration 80F: 3 clusters Score -2.680878e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 236640 members 
Entering Unmasked Estep 
Score: -26808800.000000 Penalty: 6143.221680
	Iteration 81Q: 3 clusters Score -2.68088e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 236804 members 
Entering Unmasked Estep 
Score: -26808802.000000 Penalty: 6143.221680
	Iteration 82Q: 3 clusters Score -2.68088e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 236937 members 
Entering Unmasked Estep 
Score: -26808766.000000 Penalty: 6143.221680
	Iteration 83Q: 3 clusters Score -2.680877e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 237050 members 
Entering Unmasked Estep 
Score: -26808692.000000 Penalty: 6143.221680
	Iteration 84Q: 3 clusters Score -2.680869e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 237151 members 
Entering Unmasked Estep 
Score: -26808706.000000 Penalty: 6143.221680
	Iteration 85Q: 3 clusters Score -2.680871e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 237242 members 
Entering Unmasked Estep 
Score: -26808708.000000 Penalty: 6143.221680
	Iteration 86Q: 3 clusters Score -2.680871e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 237326 members 
Entering Unmasked Estep 
Score: -26808690.000000 Penalty: 6143.221680
	Iteration 87Q: 3 clusters Score -2.680869e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 237392 members 
Entering Unmasked Estep 
Score: -26808712.000000 Penalty: 6143.221680
	Iteration 88Q: 3 clusters Score -2.680871e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 237441 members 
Entering Unmasked Estep 
Score: -26808708.000000 Penalty: 6143.221680
	Iteration 89Q: 3 clusters Score -2.680871e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 237483 members 
Entering Unmasked Estep 
Score: -26808686.000000 Penalty: 6143.221680
	Iteration 90Q: 3 clusters Score -2.680869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 237509 members 
Entering Unmasked Estep 
Score: -26808708.000000 Penalty: 6143.221680
	Iteration 91Q: 3 clusters Score -2.680871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 237529 members 
Entering Unmasked Estep 
Score: -26808706.000000 Penalty: 6143.221680
	Iteration 92Q: 3 clusters Score -2.680871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 237550 members 
Entering Unmasked Estep 
Score: -26808678.000000 Penalty: 6143.221680
	Iteration 93Q: 3 clusters Score -2.680868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 237566 members 
Entering Unmasked Estep 
Score: -26808676.000000 Penalty: 6143.221680
	Iteration 94Q: 3 clusters Score -2.680868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 237587 members 
Entering Unmasked Estep 
Score: -26808708.000000 Penalty: 6143.221680
	Iteration 95Q: 3 clusters Score -2.680871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 237603 members 
Entering Unmasked Estep 
Score: -26808708.000000 Penalty: 6143.221680
	Iteration 96Q: 3 clusters Score -2.680871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 237621 members 
Entering Unmasked Estep 
Score: -26808690.000000 Penalty: 6143.221680
	Iteration 97Q: 3 clusters Score -2.680869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 237635 members 
Entering Unmasked Estep 
Score: -26808672.000000 Penalty: 6143.221680
	Iteration 98Q: 3 clusters Score -2.680867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 237648 members 
Entering Unmasked Estep 
Score: -26808652.000000 Penalty: 6143.221680
	Iteration 99Q: 3 clusters Score -2.680865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 237661 members 
Entering Unmasked Estep 
Score: -26808630.000000 Penalty: 6143.221680
	Iteration 100F: 3 clusters Score -2.680863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 237671 members 
Entering Unmasked Estep 
Score: -26808616.000000 Penalty: 6143.221680
	Iteration 101Q: 3 clusters Score -2.680862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 237679 members 
Entering Unmasked Estep 
Score: -26808634.000000 Penalty: 6143.221680
	Iteration 102Q: 3 clusters Score -2.680863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 237690 members 
Entering Unmasked Estep 
Score: -26808640.000000 Penalty: 6143.221680
	Iteration 103Q: 3 clusters Score -2.680864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 237700 members 
Entering Unmasked Estep 
Score: -26808674.000000 Penalty: 6143.221680
	Iteration 104Q: 3 clusters Score -2.680867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 237709 members 
Entering Unmasked Estep 
Score: -26808662.000000 Penalty: 6143.221680
	Iteration 105Q: 3 clusters Score -2.680866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 237718 members 
Entering Unmasked Estep 
Score: -26808646.000000 Penalty: 6143.221680
	Iteration 106Q: 3 clusters Score -2.680865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 237724 members 
Entering Unmasked Estep 
Score: -26808636.000000 Penalty: 6143.221680
	Iteration 107Q: 3 clusters Score -2.680864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 237727 members 
Entering Unmasked Estep 
Score: -26808642.000000 Penalty: 6143.221680
	Iteration 108Q: 3 clusters Score -2.680864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 237727 members 
Entering Unmasked Estep 
Score: -26808648.000000 Penalty: 6143.221680
	Iteration 109Q: 3 clusters Score -2.680865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 237728 members 
Entering Unmasked Estep 
Score: -26808642.000000 Penalty: 6143.221680
	Iteration 110Q: 3 clusters Score -2.680864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 237730 members 
Entering Unmasked Estep 
Score: -26808636.000000 Penalty: 6143.221680
	Iteration 111Q: 3 clusters Score -2.680864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 237730 members 
Entering Unmasked Estep 
Score: -26808636.000000 Penalty: 6143.221680
	Iteration 112F: 3 clusters Score -2.680864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Entering Unmasked Estep 
Score: -4596496.500000 Penalty: 2631.908203
	Iteration 0F: 2 clusters Score -4596496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4569185.000000 Penalty: 5263.816406
	Iteration 0F: 3 clusters Score -4569185 nChanged 18395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4579188.500000 Penalty: 5263.816406
	Iteration 1F: 3 clusters Score -4579188 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -4579708.500000 Penalty: 5263.816406
	Iteration 2Q: 3 clusters Score -4579708 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -4580414.500000 Penalty: 5263.816406
	Iteration 3Q: 3 clusters Score -4580414 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4581579.500000 Penalty: 5263.816406
	Iteration 4F: 3 clusters Score -4581580 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4583638.000000 Penalty: 5263.816406
	Iteration 5F: 3 clusters Score -4583638 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4586582.000000 Penalty: 5263.816406
	Iteration 6F: 3 clusters Score -4586582 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4589747.000000 Penalty: 5263.816406
	Iteration 7F: 3 clusters Score -4589747 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4592271.000000 Penalty: 5263.816406
	Iteration 8F: 3 clusters Score -4592271 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4593899.000000 Penalty: 5263.816406
	Iteration 9Q: 3 clusters Score -4593899 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4594870.500000 Penalty: 5263.816406
	Iteration 10Q: 3 clusters Score -4594870 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4595261.500000 Penalty: 5263.816406
	Iteration 11Q: 3 clusters Score -4595262 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4595377.500000 Penalty: 5263.816406
	Iteration 12Q: 3 clusters Score -4595378 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4595421.000000 Penalty: 5263.816406
	Iteration 13Q: 3 clusters Score -4595421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4595439.000000 Penalty: 5263.816406
	Iteration 14Q: 3 clusters Score -4595439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4595453.500000 Penalty: 5263.816406
	Iteration 15Q: 3 clusters Score -4595454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4595460.500000 Penalty: 5263.816406
	Iteration 16Q: 3 clusters Score -4595460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4595474.000000 Penalty: 5263.816406
	Iteration 17Q: 3 clusters Score -4595474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4595472.500000 Penalty: 5263.816406
	Iteration 18Q: 3 clusters Score -4595472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4595477.000000 Penalty: 5263.816406
	Iteration 19Q: 3 clusters Score -4595477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4595483.500000 Penalty: 5263.816406
	Iteration 20F: 3 clusters Score -4595484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4595476.000000 Penalty: 5263.816406
	Iteration 21Q: 3 clusters Score -4595476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4595480.500000 Penalty: 5263.816406
	Iteration 22Q: 3 clusters Score -4595480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4595481.500000 Penalty: 5263.816406
	Iteration 23Q: 3 clusters Score -4595482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4595482.000000 Penalty: 5263.816406
	Iteration 24Q: 3 clusters Score -4595482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4595486.500000 Penalty: 5263.816406
	Iteration 25Q: 3 clusters Score -4595486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4595490.500000 Penalty: 5263.816406
	Iteration 26Q: 3 clusters Score -4595490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4595487.000000 Penalty: 5263.816406
	Iteration 27Q: 3 clusters Score -4595487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4595489.500000 Penalty: 5263.816406
	Iteration 28Q: 3 clusters Score -4595490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4595490.000000 Penalty: 5263.816406
	Iteration 29Q: 3 clusters Score -4595490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4595495.000000 Penalty: 5263.816406
	Iteration 30Q: 3 clusters Score -4595495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4595496.000000 Penalty: 5263.816406
	Iteration 31Q: 3 clusters Score -4595496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4595496.000000 Penalty: 5263.816406
	Iteration 32Q: 3 clusters Score -4595496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4595497.500000 Penalty: 5263.816406
	Iteration 33Q: 3 clusters Score -4595498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4595499.500000 Penalty: 5263.816406
	Iteration 34Q: 3 clusters Score -4595500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4595499.500000 Penalty: 5263.816406
	Iteration 35F: 3 clusters Score -4595500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Entering Unmasked Estep 
Score: -5042520.000000 Penalty: 2653.119629
	Iteration 0F: 2 clusters Score -5042520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5012564.000000 Penalty: 5306.239258
	Iteration 0F: 3 clusters Score -5012564 nChanged 20411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5023653.000000 Penalty: 5306.239258
	Iteration 1F: 3 clusters Score -5023653 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5024214.000000 Penalty: 5306.239258
	Iteration 2Q: 3 clusters Score -5024214 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -5024855.500000 Penalty: 5306.239258
	Iteration 3Q: 3 clusters Score -5024856 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -5025665.000000 Penalty: 5306.239258
	Iteration 4Q: 3 clusters Score -5025665 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5026847.500000 Penalty: 5306.239258
	Iteration 5F: 3 clusters Score -5026848 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -5028337.000000 Penalty: 5306.239258
	Iteration 6F: 3 clusters Score -5028337 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5030291.500000 Penalty: 5306.239258
	Iteration 7F: 3 clusters Score -5030292 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5032647.500000 Penalty: 5306.239258
	Iteration 8F: 3 clusters Score -5032648 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5035184.000000 Penalty: 5306.239258
	Iteration 9F: 3 clusters Score -5035184 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5037390.500000 Penalty: 5306.239258
	Iteration 10Q: 3 clusters Score -5037390 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -5038612.500000 Penalty: 5306.239258
	Iteration 11Q: 3 clusters Score -5038612 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -5039112.000000 Penalty: 5306.239258
	Iteration 12Q: 3 clusters Score -5039112 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -5039341.500000 Penalty: 5306.239258
	Iteration 13Q: 3 clusters Score -5039342 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -5039506.500000 Penalty: 5306.239258
	Iteration 14Q: 3 clusters Score -5039506 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5039625.500000 Penalty: 5306.239258
	Iteration 15Q: 3 clusters Score -5039626 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -5039710.000000 Penalty: 5306.239258
	Iteration 16Q: 3 clusters Score -5039710 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5039762.500000 Penalty: 5306.239258
	Iteration 17Q: 3 clusters Score -5039762 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -5039860.500000 Penalty: 5306.239258
	Iteration 18Q: 3 clusters Score -5039860 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5039946.500000 Penalty: 5306.239258
	Iteration 19Q: 3 clusters Score -5039946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5040019.500000 Penalty: 5306.239258
	Iteration 20F: 3 clusters Score -5040020 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -5040082.500000 Penalty: 5306.239258
	Iteration 21Q: 3 clusters Score -5040082 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5040119.000000 Penalty: 5306.239258
	Iteration 22Q: 3 clusters Score -5040119 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5040175.500000 Penalty: 5306.239258
	Iteration 23Q: 3 clusters Score -5040176 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5040204.500000 Penalty: 5306.239258
	Iteration 24Q: 3 clusters Score -5040204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5040231.500000 Penalty: 5306.239258
	Iteration 25Q: 3 clusters Score -5040232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5040288.000000 Penalty: 5306.239258
	Iteration 26Q: 3 clusters Score -5040288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5040324.000000 Penalty: 5306.239258
	Iteration 27Q: 3 clusters Score -5040324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5040370.500000 Penalty: 5306.239258
	Iteration 28Q: 3 clusters Score -5040370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5040375.000000 Penalty: 5306.239258
	Iteration 29Q: 3 clusters Score -5040375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5040389.000000 Penalty: 5306.239258
	Iteration 30Q: 3 clusters Score -5040389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5040415.000000 Penalty: 5306.239258
	Iteration 31Q: 3 clusters Score -5040415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5040433.500000 Penalty: 5306.239258
	Iteration 32Q: 3 clusters Score -5040434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5040450.500000 Penalty: 5306.239258
	Iteration 33Q: 3 clusters Score -5040450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5040453.500000 Penalty: 5306.239258
	Iteration 34Q: 3 clusters Score -5040454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5040461.500000 Penalty: 5306.239258
	Iteration 35Q: 3 clusters Score -5040462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5040480.500000 Penalty: 5306.239258
	Iteration 36Q: 3 clusters Score -5040480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5040491.000000 Penalty: 5306.239258
	Iteration 37Q: 3 clusters Score -5040491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5040501.500000 Penalty: 5306.239258
	Iteration 38Q: 3 clusters Score -5040502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5040512.500000 Penalty: 5306.239258
	Iteration 39Q: 3 clusters Score -5040512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5040510.500000 Penalty: 5306.239258
	Iteration 40F: 3 clusters Score -5040510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5040517.500000 Penalty: 5306.239258
	Iteration 41Q: 3 clusters Score -5040518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5040518.000000 Penalty: 5306.239258
	Iteration 42Q: 3 clusters Score -5040518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5040521.500000 Penalty: 5306.239258
	Iteration 43Q: 3 clusters Score -5040522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5040538.500000 Penalty: 5306.239258
	Iteration 44Q: 3 clusters Score -5040538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5040531.000000 Penalty: 5306.239258
	Iteration 45Q: 3 clusters Score -5040531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5040529.500000 Penalty: 5306.239258
	Iteration 46Q: 3 clusters Score -5040530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5040540.000000 Penalty: 5306.239258
	Iteration 47Q: 3 clusters Score -5040540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5040542.000000 Penalty: 5306.239258
	Iteration 48Q: 3 clusters Score -5040542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5040552.500000 Penalty: 5306.239258
	Iteration 49Q: 3 clusters Score -5040552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5040558.000000 Penalty: 5306.239258
	Iteration 50Q: 3 clusters Score -5040558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5040562.000000 Penalty: 5306.239258
	Iteration 51Q: 3 clusters Score -5040562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5040558.500000 Penalty: 5306.239258
	Iteration 52Q: 3 clusters Score -5040558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5040560.500000 Penalty: 5306.239258
	Iteration 53Q: 3 clusters Score -5040560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5040566.000000 Penalty: 5306.239258
	Iteration 54Q: 3 clusters Score -5040566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5040570.500000 Penalty: 5306.239258
	Iteration 55Q: 3 clusters Score -5040570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5040561.000000 Penalty: 5306.239258
	Iteration 56Q: 3 clusters Score -5040561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5040571.500000 Penalty: 5306.239258
	Iteration 57Q: 3 clusters Score -5040572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5040576.000000 Penalty: 5306.239258
	Iteration 58Q: 3 clusters Score -5040576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5040573.500000 Penalty: 5306.239258
	Iteration 59Q: 3 clusters Score -5040574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5040579.000000 Penalty: 5306.239258
	Iteration 60F: 3 clusters Score -5040579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5040583.000000 Penalty: 5306.239258
	Iteration 61Q: 3 clusters Score -5040583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5040578.500000 Penalty: 5306.239258
	Iteration 62Q: 3 clusters Score -5040578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5040579.500000 Penalty: 5306.239258
	Iteration 63Q: 3 clusters Score -5040580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5040578.500000 Penalty: 5306.239258
	Iteration 64Q: 3 clusters Score -5040578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5040582.000000 Penalty: 5306.239258
	Iteration 65Q: 3 clusters Score -5040582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5040581.000000 Penalty: 5306.239258
	Iteration 66Q: 3 clusters Score -5040581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5040580.000000 Penalty: 5306.239258
	Iteration 67Q: 3 clusters Score -5040580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5040584.000000 Penalty: 5306.239258
	Iteration 68Q: 3 clusters Score -5040584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5040584.000000 Penalty: 5306.239258
	Iteration 69F: 3 clusters Score -5040584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Entering Unmasked Estep 
Score: -3942983.750000 Penalty: 2592.457275
	Iteration 0F: 2 clusters Score -3942984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3919437.250000 Penalty: 5184.914551
	Iteration 0F: 3 clusters Score -3919437 nChanged 15833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3927933.250000 Penalty: 5184.914551
	Iteration 1F: 3 clusters Score -3927933 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3928535.500000 Penalty: 5184.914551
	Iteration 2Q: 3 clusters Score -3928536 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3929099.000000 Penalty: 5184.914551
	Iteration 3Q: 3 clusters Score -3929099 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3929857.250000 Penalty: 5184.914551
	Iteration 4Q: 3 clusters Score -3929857 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3931009.500000 Penalty: 5184.914551
	Iteration 5F: 3 clusters Score -3931010 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3932718.000000 Penalty: 5184.914551
	Iteration 6F: 3 clusters Score -3932718 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3934901.500000 Penalty: 5184.914551
	Iteration 7F: 3 clusters Score -3934902 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -3937192.250000 Penalty: 5184.914551
	Iteration 8F: 3 clusters Score -3937192 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3938871.250000 Penalty: 5184.914551
	Iteration 9F: 3 clusters Score -3938871 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -3939755.250000 Penalty: 5184.914551
	Iteration 10Q: 3 clusters Score -3939755 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -3940213.250000 Penalty: 5184.914551
	Iteration 11Q: 3 clusters Score -3940213 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -3940420.500000 Penalty: 5184.914551
	Iteration 12Q: 3 clusters Score -3940420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3940538.500000 Penalty: 5184.914551
	Iteration 13Q: 3 clusters Score -3940538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -3940601.500000 Penalty: 5184.914551
	Iteration 14Q: 3 clusters Score -3940602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -3940642.500000 Penalty: 5184.914551
	Iteration 15Q: 3 clusters Score -3940642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -3940660.750000 Penalty: 5184.914551
	Iteration 16Q: 3 clusters Score -3940661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -3940689.000000 Penalty: 5184.914551
	Iteration 17Q: 3 clusters Score -3940689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -3940702.750000 Penalty: 5184.914551
	Iteration 18Q: 3 clusters Score -3940703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3940716.250000 Penalty: 5184.914551
	Iteration 19Q: 3 clusters Score -3940716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -3940725.750000 Penalty: 5184.914551
	Iteration 20F: 3 clusters Score -3940726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3940729.000000 Penalty: 5184.914551
	Iteration 21Q: 3 clusters Score -3940729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -3940733.750000 Penalty: 5184.914551
	Iteration 22Q: 3 clusters Score -3940734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -3940736.750000 Penalty: 5184.914551
	Iteration 23Q: 3 clusters Score -3940737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3940741.250000 Penalty: 5184.914551
	Iteration 24Q: 3 clusters Score -3940741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -3940744.750000 Penalty: 5184.914551
	Iteration 25Q: 3 clusters Score -3940745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -3940750.250000 Penalty: 5184.914551
	Iteration 26Q: 3 clusters Score -3940750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3940751.500000 Penalty: 5184.914551
	Iteration 27Q: 3 clusters Score -3940752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3940752.750000 Penalty: 5184.914551
	Iteration 28Q: 3 clusters Score -3940753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3940752.750000 Penalty: 5184.914551
	Iteration 29F: 3 clusters Score -3940753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46703 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 17947 members 
Mstep: Class 15 contains 24812 members 
Mstep: Class 16 contains 247296 members 
Mstep: Class 18 contains 239313 members 
Mstep: Class 19 contains 40641 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599632.000000 Penalty: 67431.250000
Iteration 319Q: 21 clusters Score -8.859963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46701 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 17946 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247298 members 
Mstep: Class 18 contains 239309 members 
Mstep: Class 19 contains 40638 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599568.000000 Penalty: 67431.250000
Iteration 320F: 21 clusters Score -8.859957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 36968 members 
Mstep: Class 5 contains 46704 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247308 members 
Mstep: Class 18 contains 239298 members 
Mstep: Class 19 contains 40638 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599568.000000 Penalty: 67431.250000
Iteration 321Q: 21 clusters Score -8.859957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 36967 members 
Mstep: Class 5 contains 46705 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247310 members 
Mstep: Class 18 contains 239291 members 
Mstep: Class 19 contains 40638 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599648.000000 Penalty: 67431.250000
Iteration 322Q: 21 clusters Score -8.859965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 36967 members 
Mstep: Class 5 contains 46706 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247312 members 
Mstep: Class 18 contains 239289 members 
Mstep: Class 19 contains 40638 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599560.000000 Penalty: 67431.250000
Iteration 323Q: 21 clusters Score -8.859956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 36966 members 
Mstep: Class 5 contains 46707 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247313 members 
Mstep: Class 18 contains 239293 members 
Mstep: Class 19 contains 40637 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599552.000000 Penalty: 67431.250000
Iteration 324Q: 21 clusters Score -8.859955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 36967 members 
Mstep: Class 5 contains 46709 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247315 members 
Mstep: Class 18 contains 239289 members 
Mstep: Class 19 contains 40637 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599488.000000 Penalty: 67431.250000
Iteration 325Q: 21 clusters Score -8.859949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 36968 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247315 members 
Mstep: Class 18 contains 239285 members 
Mstep: Class 19 contains 40636 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599536.000000 Penalty: 67431.250000
Iteration 326Q: 21 clusters Score -8.859954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36967 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17947 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247316 members 
Mstep: Class 18 contains 239282 members 
Mstep: Class 19 contains 40635 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599456.000000 Penalty: 67431.250000
Iteration 327Q: 21 clusters Score -8.859946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36967 members 
Mstep: Class 5 contains 46715 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17949 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247319 members 
Mstep: Class 18 contains 239279 members 
Mstep: Class 19 contains 40632 members 
Mstep: Class 21 contains 44272 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599456.000000 Penalty: 67431.250000
Iteration 328Q: 21 clusters Score -8.859946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36968 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247322 members 
Mstep: Class 18 contains 239274 members 
Mstep: Class 19 contains 40629 members 
Mstep: Class 21 contains 44272 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599512.000000 Penalty: 67431.250000
Iteration 329Q: 21 clusters Score -8.859951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36969 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247324 members 
Mstep: Class 18 contains 239270 members 
Mstep: Class 19 contains 40626 members 
Mstep: Class 21 contains 44273 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599520.000000 Penalty: 67431.250000
Iteration 330Q: 21 clusters Score -8.859952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247323 members 
Mstep: Class 18 contains 239268 members 
Mstep: Class 19 contains 40625 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 34659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599520.000000 Penalty: 67431.250000
Iteration 331Q: 21 clusters Score -8.859952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36973 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247324 members 
Mstep: Class 18 contains 239263 members 
Mstep: Class 19 contains 40624 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 34659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599520.000000 Penalty: 67431.250000
Iteration 332Q: 21 clusters Score -8.859952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36976 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247325 members 
Mstep: Class 18 contains 239260 members 
Mstep: Class 19 contains 40623 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 34659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599488.000000 Penalty: 67431.250000
Iteration 333Q: 21 clusters Score -8.859949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247330 members 
Mstep: Class 18 contains 239252 members 
Mstep: Class 19 contains 40623 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 34661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599488.000000 Penalty: 67431.250000
Iteration 334Q: 21 clusters Score -8.859949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36978 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247333 members 
Mstep: Class 18 contains 239248 members 
Mstep: Class 19 contains 40622 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599480.000000 Penalty: 67431.250000
Iteration 335Q: 21 clusters Score -8.859948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247335 members 
Mstep: Class 18 contains 239248 members 
Mstep: Class 19 contains 40621 members 
Mstep: Class 21 contains 44272 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599528.000000 Penalty: 67431.250000
Iteration 336Q: 21 clusters Score -8.859953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36980 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247337 members 
Mstep: Class 18 contains 239247 members 
Mstep: Class 19 contains 40621 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 22 contains 34665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599520.000000 Penalty: 67431.250000
Iteration 337Q: 21 clusters Score -8.859952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247341 members 
Mstep: Class 18 contains 239249 members 
Mstep: Class 19 contains 40620 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599496.000000 Penalty: 67431.250000
Iteration 338Q: 21 clusters Score -8.85995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 46718 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247339 members 
Mstep: Class 18 contains 239250 members 
Mstep: Class 19 contains 40620 members 
Mstep: Class 21 contains 44267 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599544.000000 Penalty: 67431.250000
Iteration 339Q: 21 clusters Score -8.859954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 46717 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247342 members 
Mstep: Class 18 contains 239244 members 
Mstep: Class 19 contains 40619 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599536.000000 Penalty: 67431.250000
Iteration 340F: 21 clusters Score -8.859954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 46717 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247346 members 
Mstep: Class 18 contains 239239 members 
Mstep: Class 19 contains 40620 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599520.000000 Penalty: 67431.250000
Iteration 341Q: 21 clusters Score -8.859952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 36978 members 
Mstep: Class 5 contains 46718 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247349 members 
Mstep: Class 18 contains 239240 members 
Mstep: Class 19 contains 40619 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599552.000000 Penalty: 67431.250000
Iteration 342Q: 21 clusters Score -8.859955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 46719 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247349 members 
Mstep: Class 18 contains 239242 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599488.000000 Penalty: 67431.250000
Iteration 343Q: 21 clusters Score -8.859949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 36974 members 
Mstep: Class 5 contains 46721 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247347 members 
Mstep: Class 18 contains 239244 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599496.000000 Penalty: 67431.250000
Iteration 344Q: 21 clusters Score -8.85995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36973 members 
Mstep: Class 5 contains 46723 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247346 members 
Mstep: Class 18 contains 239246 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599512.000000 Penalty: 67431.250000
Iteration 345Q: 21 clusters Score -8.859951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36972 members 
Mstep: Class 5 contains 46724 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24814 members 
Mstep: Class 16 contains 247344 members 
Mstep: Class 18 contains 239251 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 21 contains 44267 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599528.000000 Penalty: 67431.250000
Iteration 346Q: 21 clusters Score -8.859953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46725 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 247343 members 
Mstep: Class 18 contains 239252 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599520.000000 Penalty: 67431.250000
Iteration 347Q: 21 clusters Score -8.859952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46725 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247344 members 
Mstep: Class 18 contains 239251 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599504.000000 Penalty: 67431.250000
Iteration 348Q: 21 clusters Score -8.85995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5917 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 247339 members 
Mstep: Class 18 contains 239259 members 
Mstep: Class 19 contains 40616 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599496.000000 Penalty: 67431.250000
Iteration 349Q: 21 clusters Score -8.85995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5914 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247336 members 
Mstep: Class 18 contains 239268 members 
Mstep: Class 19 contains 40613 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599472.000000 Penalty: 67431.250000
Iteration 350Q: 21 clusters Score -8.859947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5912 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247333 members 
Mstep: Class 18 contains 239278 members 
Mstep: Class 19 contains 40609 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599472.000000 Penalty: 67431.250000
Iteration 351Q: 21 clusters Score -8.859947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5912 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247335 members 
Mstep: Class 18 contains 239283 members 
Mstep: Class 19 contains 40603 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599456.000000 Penalty: 67431.250000
Iteration 352Q: 21 clusters Score -8.859946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247338 members 
Mstep: Class 18 contains 239288 members 
Mstep: Class 19 contains 40596 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599408.000000 Penalty: 67431.250000
Iteration 353Q: 21 clusters Score -8.859941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247338 members 
Mstep: Class 18 contains 239292 members 
Mstep: Class 19 contains 40593 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599408.000000 Penalty: 67431.250000
Iteration 354Q: 21 clusters Score -8.859941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46728 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247338 members 
Mstep: Class 18 contains 239297 members 
Mstep: Class 19 contains 40591 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599392.000000 Penalty: 67431.250000
Iteration 355Q: 21 clusters Score -8.859939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247334 members 
Mstep: Class 18 contains 239308 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44266 members 
Mstep: Class 22 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599320.000000 Penalty: 67431.250000
Iteration 356Q: 21 clusters Score -8.859932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46731 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247332 members 
Mstep: Class 18 contains 239312 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44266 members 
Mstep: Class 22 contains 34657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599312.000000 Penalty: 67431.250000
Iteration 357Q: 21 clusters Score -8.859931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247330 members 
Mstep: Class 18 contains 239313 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44265 members 
Mstep: Class 22 contains 34661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599328.000000 Penalty: 67431.250000
Iteration 358Q: 21 clusters Score -8.859933e+07 nChanged 18
Entering ConstructFrom: 
Score: -88599328.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (41692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Entering Unmasked Estep 
Score: -4714771.000000 Penalty: 2638.239990
	Iteration 0F: 2 clusters Score -4714771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4686472.000000 Penalty: 5276.479980
	Iteration 0F: 3 clusters Score -4686472 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4697052.500000 Penalty: 5276.479980
	Iteration 1F: 3 clusters Score -4697052 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4697778.000000 Penalty: 5276.479980
	Iteration 2Q: 3 clusters Score -4697778 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4698674.500000 Penalty: 5276.479980
	Iteration 3Q: 3 clusters Score -4698674 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4699946.000000 Penalty: 5276.479980
	Iteration 4F: 3 clusters Score -4699946 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4701442.500000 Penalty: 5276.479980
	Iteration 5F: 3 clusters Score -4701442 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -4702959.000000 Penalty: 5276.479980
	Iteration 6F: 3 clusters Score -4702959 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4704339.000000 Penalty: 5276.479980
	Iteration 7F: 3 clusters Score -4704339 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4705639.500000 Penalty: 5276.479980
	Iteration 8F: 3 clusters Score -4705640 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4706856.000000 Penalty: 5276.479980
	Iteration 9Q: 3 clusters Score -4706856 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4708109.000000 Penalty: 5276.479980
	Iteration 10Q: 3 clusters Score -4708109 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4709344 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4710207 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4710730.500000 Penalty: 5276.479980
	Iteration 13Q: 3 clusters Score -4710730 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4711072 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4711349 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4711547.000000 Penalty: 5276.479980
	Iteration 16Q: 3 clusters Score -4711547 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4711689.500000 Penalty: 5276.479980
	Iteration 17Q: 3 clusters Score -4711690 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4711782.500000 Penalty: 5276.479980
	Iteration 18Q: 3 clusters Score -4711782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4711860.500000 Penalty: 5276.479980
	Iteration 19Q: 3 clusters Score -4711860 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4711928.500000 Penalty: 5276.479980
	Iteration 20F: 3 clusters Score -4711928 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4711966.500000 Penalty: 5276.479980
	Iteration 21Q: 3 clusters Score -4711966 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4712021.500000 Penalty: 5276.479980
	Iteration 22Q: 3 clusters Score -4712022 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4712062.500000 Penalty: 5276.479980
	Iteration 23Q: 3 clusters Score -4712062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4712104.000000 Penalty: 5276.479980
	Iteration 24Q: 3 clusters Score -4712104 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4712130.500000 Penalty: 5276.479980
	Iteration 25Q: 3 clusters Score -4712130 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4712162.000000 Penalty: 5276.479980
	Iteration 26Q: 3 clusters Score -4712162 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4712183.500000 Penalty: 5276.479980
	Iteration 27Q: 3 clusters Score -4712184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4712197.000000 Penalty: 5276.479980
	Iteration 28Q: 3 clusters Score -4712197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4712225.000000 Penalty: 5276.479980
	Iteration 29Q: 3 clusters Score -4712225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4712239.000000 Penalty: 5276.479980
	Iteration 30Q: 3 clusters Score -4712239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -4712256.000000 Penalty: 5276.479980
	Iteration 31Q: 3 clusters Score -4712256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4712265.500000 Penalty: 5276.479980
	Iteration 32Q: 3 clusters Score -4712266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4712282.000000 Penalty: 5276.479980
	Iteration 33Q: 3 clusters Score -4712282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4712279.500000 Penalty: 5276.479980
	Iteration 34Q: 3 clusters Score -4712280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -4712293.500000 Penalty: 5276.479980
	Iteration 35Q: 3 clusters Score -4712294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4712299.000000 Penalty: 5276.479980
	Iteration 36Q: 3 clusters Score -4712299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4712310.000000 Penalty: 5276.479980
	Iteration 37Q: 3 clusters Score -4712310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4712311.000000 Penalty: 5276.479980
	Iteration 38Q: 3 clusters Score -4712311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4712324.000000 Penalty: 5276.479980
	Iteration 39Q: 3 clusters Score -4712324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4712329.500000 Penalty: 5276.479980
	Iteration 40F: 3 clusters Score -4712330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4712325.500000 Penalty: 5276.479980
	Iteration 41Q: 3 clusters Score -4712326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4712323.500000 Penalty: 5276.479980
	Iteration 42Q: 3 clusters Score -4712324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4712331.000000 Penalty: 5276.479980
	Iteration 43Q: 3 clusters Score -4712331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4712324.500000 Penalty: 5276.479980
	Iteration 44Q: 3 clusters Score -4712324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4712326.000000 Penalty: 5276.479980
	Iteration 45Q: 3 clusters Score -4712326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4712322.000000 Penalty: 5276.479980
	Iteration 46Q: 3 clusters Score -4712322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4712331.000000 Penalty: 5276.479980
	Iteration 47Q: 3 clusters Score -4712331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4712332.000000 Penalty: 5276.479980
	Iteration 48Q: 3 clusters Score -4712332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4712326.500000 Penalty: 5276.479980
	Iteration 49Q: 3 clusters Score -4712326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4712333.000000 Penalty: 5276.479980
	Iteration 50Q: 3 clusters Score -4712333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4712324.500000 Penalty: 5276.479980
	Iteration 51Q: 3 clusters Score -4712324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4712335.500000 Penalty: 5276.479980
	Iteration 52Q: 3 clusters Score -4712336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4712333.500000 Penalty: 5276.479980
	Iteration 53Q: 3 clusters Score -4712334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4712334.000000 Penalty: 5276.479980
	Iteration 54Q: 3 clusters Score -4712334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4712338.500000 Penalty: 5276.479980
	Iteration 55Q: 3 clusters Score -4712338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4712335.500000 Penalty: 5276.479980
	Iteration 56Q: 3 clusters Score -4712336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4712340.500000 Penalty: 5276.479980
	Iteration 57Q: 3 clusters Score -4712340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4712343.000000 Penalty: 5276.479980
	Iteration 58Q: 3 clusters Score -4712343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4712347.500000 Penalty: 5276.479980
	Iteration 59Q: 3 clusters Score -4712348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -4712347.500000 Penalty: 5276.479980
	Iteration 60F: 3 clusters Score -4712348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4712344.500000 Penalty: 5276.479980
	Iteration 61Q: 3 clusters Score -4712344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4712350.000000 Penalty: 5276.479980
	Iteration 62Q: 3 clusters Score -4712350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4712356.500000 Penalty: 5276.479980
	Iteration 63Q: 3 clusters Score -4712356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4712358.500000 Penalty: 5276.479980
	Iteration 64Q: 3 clusters Score -4712358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4712365.000000 Penalty: 5276.479980
	Iteration 65Q: 3 clusters Score -4712365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4712365.500000 Penalty: 5276.479980
	Iteration 66Q: 3 clusters Score -4712366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4712365.000000 Penalty: 5276.479980
	Iteration 67Q: 3 clusters Score -4712365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4712362.000000 Penalty: 5276.479980
	Iteration 68Q: 3 clusters Score -4712362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4712357.500000 Penalty: 5276.479980
	Iteration 69Q: 3 clusters Score -4712358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4712356.000000 Penalty: 5276.479980
	Iteration 70Q: 3 clusters Score -4712356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4712357.500000 Penalty: 5276.479980
	Iteration 71Q: 3 clusters Score -4712358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4712361.000000 Penalty: 5276.479980
	Iteration 72Q: 3 clusters Score -4712361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4712361.000000 Penalty: 5276.479980
	Iteration 73Q: 3 clusters Score -4712361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4712359.500000 Penalty: 5276.479980
	Iteration 74Q: 3 clusters Score -4712360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4712359.500000 Penalty: 5276.479980
	Iteration 75Q: 3 clusters Score -4712360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4712354.000000 Penalty: 5276.479980
	Iteration 76Q: 3 clusters Score -4712354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4712350.500000 Penalty: 5276.479980
	Iteration 77Q: 3 clusters Score -4712350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -4712350.000000 Penalty: 5276.479980
	Iteration 78Q: 3 clusters Score -4712350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4712348.500000 Penalty: 5276.479980
	Iteration 79Q: 3 clusters Score -4712348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4712352.500000 Penalty: 5276.479980
	Iteration 80F: 3 clusters Score -4712352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4712349.000000 Penalty: 5276.479980
	Iteration 81Q: 3 clusters Score -4712349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -4712351.000000 Penalty: 5276.479980
	Iteration 82Q: 3 clusters Score -4712351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4712354.500000 Penalty: 5276.479980
	Iteration 83Q: 3 clusters Score -4712354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4712355.500000 Penalty: 5276.479980
	Iteration 84Q: 3 clusters Score -4712356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4712349.500000 Penalty: 5276.479980
	Iteration 85Q: 3 clusters Score -4712350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -4712346.500000 Penalty: 5276.479980
	Iteration 86Q: 3 clusters Score -4712346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -4712347.500000 Penalty: 5276.479980
	Iteration 87Q: 3 clusters Score -4712348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4712350.000000 Penalty: 5276.479980
	Iteration 88Q: 3 clusters Score -4712350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4712352.000000 Penalty: 5276.479980
	Iteration 89Q: 3 clusters Score -4712352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4712355.500000 Penalty: 5276.479980
	Iteration 90Q: 3 clusters Score -4712356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4712355.500000 Penalty: 5276.479980
	Iteration 91F: 3 clusters Score -4712356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -528878.812500 Penalty: 2107.405518
	Iteration 0F: 2 clusters Score -528878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -524420.250000 Penalty: 4214.811035
	Iteration 0F: 3 clusters Score -524420.2 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -525429.500000 Penalty: 4214.811035
	Iteration 1F: 3 clusters Score -525429.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -525693.562500 Penalty: 4214.811035
	Iteration 2F: 3 clusters Score -525693.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -525849.875000 Penalty: 4214.811035
	Iteration 3F: 3 clusters Score -525849.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -526020.687500 Penalty: 4214.811035
	Iteration 4Q: 3 clusters Score -526020.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -526199.562500 Penalty: 4214.811035
	Iteration 5Q: 3 clusters Score -526199.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -526378.437500 Penalty: 4214.811035
	Iteration 6Q: 3 clusters Score -526378.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -526556.687500 Penalty: 4214.811035
	Iteration 7Q: 3 clusters Score -526556.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -526739.312500 Penalty: 4214.811035
	Iteration 8F: 3 clusters Score -526739.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -526902.062500 Penalty: 4214.811035
	Iteration 9Q: 3 clusters Score -526902.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -527030.750000 Penalty: 4214.811035
	Iteration 10Q: 3 clusters Score -527030.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -527155.437500 Penalty: 4214.811035
	Iteration 11Q: 3 clusters Score -527155.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -527265.562500 Penalty: 4214.811035
	Iteration 12Q: 3 clusters Score -527265.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -527356.437500 Penalty: 4214.811035
	Iteration 13Q: 3 clusters Score -527356.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -527437.062500 Penalty: 4214.811035
	Iteration 14Q: 3 clusters Score -527437.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -527499.437500 Penalty: 4214.811035
	Iteration 15Q: 3 clusters Score -527499.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -527541.312500 Penalty: 4214.811035
	Iteration 16Q: 3 clusters Score -527541.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -527581.375000 Penalty: 4214.811035
	Iteration 17Q: 3 clusters Score -527581.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -527610.000000 Penalty: 4214.811035
	Iteration 18Q: 3 clusters Score -527610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -527627.000000 Penalty: 4214.811035
	Iteration 19Q: 3 clusters Score -527627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -527639.937500 Penalty: 4214.811035
	Iteration 20F: 3 clusters Score -527639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -527653.937500 Penalty: 4214.811035
	Iteration 21Q: 3 clusters Score -527653.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -527666.437500 Penalty: 4214.811035
	Iteration 22Q: 3 clusters Score -527666.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -527678.312500 Penalty: 4214.811035
	Iteration 23Q: 3 clusters Score -527678.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -527687.750000 Penalty: 4214.811035
	Iteration 24Q: 3 clusters Score -527687.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -527698.000000 Penalty: 4214.811035
	Iteration 25Q: 3 clusters Score -527698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -527703.812500 Penalty: 4214.811035
	Iteration 26Q: 3 clusters Score -527703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -527705.437500 Penalty: 4214.811035
	Iteration 27Q: 3 clusters Score -527705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -527705.875000 Penalty: 4214.811035
	Iteration 28Q: 3 clusters Score -527705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -527708.000000 Penalty: 4214.811035
	Iteration 29Q: 3 clusters Score -527708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -527710.187500 Penalty: 4214.811035
	Iteration 30Q: 3 clusters Score -527710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -527713.312500 Penalty: 4214.811035
	Iteration 31Q: 3 clusters Score -527713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -527715.125000 Penalty: 4214.811035
	Iteration 32Q: 3 clusters Score -527715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -527717.562500 Penalty: 4214.811035
	Iteration 33Q: 3 clusters Score -527717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -527720.062500 Penalty: 4214.811035
	Iteration 34Q: 3 clusters Score -527720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -527720.562500 Penalty: 4214.811035
	Iteration 35Q: 3 clusters Score -527720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -527721.812500 Penalty: 4214.811035
	Iteration 36Q: 3 clusters Score -527721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -527721.000000 Penalty: 4214.811035
	Iteration 37Q: 3 clusters Score -527721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -527721.000000 Penalty: 4214.811035
	Iteration 38F: 3 clusters Score -527721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -896871.687500 Penalty: 2224.667236
	Iteration 0F: 2 clusters Score -896871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -890582.687500 Penalty: 4449.334473
	Iteration 0F: 3 clusters Score -890582.7 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -892256.187500 Penalty: 4449.334473
	Iteration 1F: 3 clusters Score -892256.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -892498.125000 Penalty: 4449.334473
	Iteration 2F: 3 clusters Score -892498.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -892674.375000 Penalty: 4449.334473
	Iteration 3Q: 3 clusters Score -892674.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -892832.250000 Penalty: 4449.334473
	Iteration 4Q: 3 clusters Score -892832.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -892976.687500 Penalty: 4449.334473
	Iteration 5Q: 3 clusters Score -892976.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -893138.937500 Penalty: 4449.334473
	Iteration 6Q: 3 clusters Score -893138.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -893298.125000 Penalty: 4449.334473
	Iteration 7Q: 3 clusters Score -893298.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -893465.625000 Penalty: 4449.334473
	Iteration 8Q: 3 clusters Score -893465.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -893616.312500 Penalty: 4449.334473
	Iteration 9Q: 3 clusters Score -893616.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -893766.187500 Penalty: 4449.334473
	Iteration 10Q: 3 clusters Score -893766.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -893886.687500 Penalty: 4449.334473
	Iteration 11Q: 3 clusters Score -893886.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -893979.812500 Penalty: 4449.334473
	Iteration 12Q: 3 clusters Score -893979.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -894084.062500 Penalty: 4449.334473
	Iteration 13Q: 3 clusters Score -894084.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -894193.562500 Penalty: 4449.334473
	Iteration 14Q: 3 clusters Score -894193.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -894274.375000 Penalty: 4449.334473
	Iteration 15Q: 3 clusters Score -894274.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -894335.375000 Penalty: 4449.334473
	Iteration 16Q: 3 clusters Score -894335.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -894387.000000 Penalty: 4449.334473
	Iteration 17Q: 3 clusters Score -894387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -894424.500000 Penalty: 4449.334473
	Iteration 18Q: 3 clusters Score -894424.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -894448.000000 Penalty: 4449.334473
	Iteration 19Q: 3 clusters Score -894448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -894470.437500 Penalty: 4449.334473
	Iteration 20F: 3 clusters Score -894470.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -894483.937500 Penalty: 4449.334473
	Iteration 21Q: 3 clusters Score -894483.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -894501.500000 Penalty: 4449.334473
	Iteration 22Q: 3 clusters Score -894501.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -894521.625000 Penalty: 4449.334473
	Iteration 23Q: 3 clusters Score -894521.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -894542.750000 Penalty: 4449.334473
	Iteration 24Q: 3 clusters Score -894542.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -894554.687500 Penalty: 4449.334473
	Iteration 25Q: 3 clusters Score -894554.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -894563.500000 Penalty: 4449.334473
	Iteration 26Q: 3 clusters Score -894563.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -894570.312500 Penalty: 4449.334473
	Iteration 27Q: 3 clusters Score -894570.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -894575.625000 Penalty: 4449.334473
	Iteration 28Q: 3 clusters Score -894575.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -894579.750000 Penalty: 4449.334473
	Iteration 29Q: 3 clusters Score -894579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -894582.562500 Penalty: 4449.334473
	Iteration 30Q: 3 clusters Score -894582.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -894587.062500 Penalty: 4449.334473
	Iteration 31Q: 3 clusters Score -894587.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -894589.375000 Penalty: 4449.334473
	Iteration 32Q: 3 clusters Score -894589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -894596.312500 Penalty: 4449.334473
	Iteration 33Q: 3 clusters Score -894596.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -894598.687500 Penalty: 4449.334473
	Iteration 34Q: 3 clusters Score -894598.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -894599.062500 Penalty: 4449.334473
	Iteration 35Q: 3 clusters Score -894599.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -894602.687500 Penalty: 4449.334473
	Iteration 36Q: 3 clusters Score -894602.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -894604.875000 Penalty: 4449.334473
	Iteration 37Q: 3 clusters Score -894604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -894605.437500 Penalty: 4449.334473
	Iteration 38Q: 3 clusters Score -894605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -894606.625000 Penalty: 4449.334473
	Iteration 39Q: 3 clusters Score -894606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -894609.562500 Penalty: 4449.334473
	Iteration 40F: 3 clusters Score -894609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -894609.250000 Penalty: 4449.334473
	Iteration 41Q: 3 clusters Score -894609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -894610.875000 Penalty: 4449.334473
	Iteration 42Q: 3 clusters Score -894610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -894610.312500 Penalty: 4449.334473
	Iteration 43Q: 3 clusters Score -894610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -894612.500000 Penalty: 4449.334473
	Iteration 44Q: 3 clusters Score -894612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -894612.187500 Penalty: 4449.334473
	Iteration 45Q: 3 clusters Score -894612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -894613.375000 Penalty: 4449.334473
	Iteration 46Q: 3 clusters Score -894613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -894615.687500 Penalty: 4449.334473
	Iteration 47Q: 3 clusters Score -894615.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -894614.875000 Penalty: 4449.334473
	Iteration 48Q: 3 clusters Score -894614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -894616.312500 Penalty: 4449.334473
	Iteration 49Q: 3 clusters Score -894616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -894617.750000 Penalty: 4449.334473
	Iteration 50Q: 3 clusters Score -894617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -894617.750000 Penalty: 4449.334473
	Iteration 51F: 3 clusters Score -894617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Entering Unmasked Estep 
Score: -4209316.000000 Penalty: 2608.429932
	Iteration 0F: 2 clusters Score -4209316 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 18411 members 
Entering Unmasked Estep 
Score: -4184201.750000 Penalty: 5216.859863
	Iteration 0F: 3 clusters Score -4184202 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4193306.750000 Penalty: 5216.859863
	Iteration 1F: 3 clusters Score -4193307 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -4193718.000000 Penalty: 5216.859863
	Iteration 2Q: 3 clusters Score -4193718 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4194088.750000 Penalty: 5216.859863
	Iteration 3Q: 3 clusters Score -4194089 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -4194422.000000 Penalty: 5216.859863
	Iteration 4Q: 3 clusters Score -4194422 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4194729.500000 Penalty: 5216.859863
	Iteration 5Q: 3 clusters Score -4194730 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4195018.500000 Penalty: 5216.859863
	Iteration 6Q: 3 clusters Score -4195018 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4195346.000000 Penalty: 5216.859863
	Iteration 7Q: 3 clusters Score -4195346 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4195780.500000 Penalty: 5216.859863
	Iteration 8Q: 3 clusters Score -4195780 nChanged 1281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4196322.500000 Penalty: 5216.859863
	Iteration 9Q: 3 clusters Score -4196322 nChanged 1508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4196999 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4197671.500000 Penalty: 5216.859863
	Iteration 11Q: 3 clusters Score -4197672 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4198288 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4198928 nChanged 1424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4199592 nChanged 1360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -4200177.000000 Penalty: 5216.859863
	Iteration 15Q: 3 clusters Score -4200177 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4200792.500000 Penalty: 5216.859863
	Iteration 16Q: 3 clusters Score -4200792 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4201333.500000 Penalty: 5216.859863
	Iteration 17Q: 3 clusters Score -4201334 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4201780 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4202152.500000 Penalty: 5216.859863
	Iteration 19Q: 3 clusters Score -4202152 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4202435 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -4202615.500000 Penalty: 5216.859863
	Iteration 21Q: 3 clusters Score -4202616 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4202790.500000 Penalty: 5216.859863
	Iteration 22Q: 3 clusters Score -4202790 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4202909.000000 Penalty: 5216.859863
	Iteration 23Q: 3 clusters Score -4202909 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4202976 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4203018.000000 Penalty: 5216.859863
	Iteration 25Q: 3 clusters Score -4203018 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4203062.500000 Penalty: 5216.859863
	Iteration 26Q: 3 clusters Score -4203062 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4203098 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4203148.500000 Penalty: 5216.859863
	Iteration 28Q: 3 clusters Score -4203148 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4203174.500000 Penalty: 5216.859863
	Iteration 29Q: 3 clusters Score -4203174 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4203208.500000 Penalty: 5216.859863
	Iteration 30Q: 3 clusters Score -4203208 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -4203235.000000 Penalty: 5216.859863
	Iteration 31Q: 3 clusters Score -4203235 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4203266 nChanged 189
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Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4203286 nChanged 174
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Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4203306.500000 Penalty: 5216.859863
	Iteration 34Q: 3 clusters Score -4203306 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4203327.000000 Penalty: 5216.859863
	Iteration 35Q: 3 clusters Score -4203327 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4203350 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4203368 nChanged 163
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Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4203376 nChanged 167
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Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4203402.000000 Penalty: 5216.859863
	Iteration 39Q: 3 clusters Score -4203402 nChanged 151
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Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4203410 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4203436 nChanged 147
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Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4203461.500000 Penalty: 5216.859863
	Iteration 42Q: 3 clusters Score -4203462 nChanged 171
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Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4203470 nChanged 183
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Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4203479.500000 Penalty: 5216.859863
	Iteration 44Q: 3 clusters Score -4203480 nChanged 187
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Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -4203513.500000 Penalty: 5216.859863
	Iteration 45Q: 3 clusters Score -4203514 nChanged 187
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Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4203550 nChanged 193
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Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4203574 nChanged 190
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Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4203598 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4203620.000000 Penalty: 5216.859863
	Iteration 49Q: 3 clusters Score -4203620 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4203654.500000 Penalty: 5216.859863
	Iteration 50Q: 3 clusters Score -4203654 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4203676 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4203713 nChanged 218
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Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4203774 nChanged 202
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Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4203785.500000 Penalty: 5216.859863
	Iteration 54Q: 3 clusters Score -4203786 nChanged 183
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Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4203827.000000 Penalty: 5216.859863
	Iteration 55Q: 3 clusters Score -4203827 nChanged 206
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Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4203858 nChanged 232
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Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4203908.500000 Penalty: 5216.859863
	Iteration 57Q: 3 clusters Score -4203908 nChanged 236
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Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4203946 nChanged 249
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Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4203977.500000 Penalty: 5216.859863
	Iteration 59Q: 3 clusters Score -4203978 nChanged 242
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Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4204027 nChanged 263
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Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4204104 nChanged 289
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Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4204144.000000 Penalty: 5216.859863
	Iteration 62Q: 3 clusters Score -4204144 nChanged 299
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Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -4204208.500000 Penalty: 5216.859863
	Iteration 63Q: 3 clusters Score -4204208 nChanged 296
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Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4204290 nChanged 326
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Mstep: Class 1 contains 28075 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4204378 nChanged 324
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Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4204442 nChanged 324
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Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4204516 nChanged 328
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Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 7927 members 
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	Iteration 68Q: 3 clusters Score -4204600 nChanged 340
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Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4204673.500000 Penalty: 5216.859863
	Iteration 69Q: 3 clusters Score -4204674 nChanged 339
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Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4204761.500000 Penalty: 5216.859863
	Iteration 70Q: 3 clusters Score -4204762 nChanged 355
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Mstep: Class 1 contains 30077 members 
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Entering Unmasked Estep 
Score: -4204851.500000 Penalty: 5216.859863
	Iteration 71Q: 3 clusters Score -4204852 nChanged 371
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Mstep: Class 1 contains 30448 members 
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	Iteration 72Q: 3 clusters Score -4204962 nChanged 395
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Mstep: Class 1 contains 30841 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4205076 nChanged 378
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Mstep: Class 1 contains 31215 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4205178 nChanged 357
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Mstep: Class 1 contains 31572 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4205292 nChanged 356
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Mstep: Class 1 contains 31928 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4205390 nChanged 322
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Mstep: Class 1 contains 32246 members 
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Entering Unmasked Estep 
Score: -4205492.500000 Penalty: 5216.859863
	Iteration 77Q: 3 clusters Score -4205492 nChanged 309
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Mstep: Class 1 contains 32553 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4205589 nChanged 317
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Mstep: Class 1 contains 32870 members 
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	Iteration 79Q: 3 clusters Score -4205707 nChanged 324
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Mstep: Class 1 contains 33194 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4205829 nChanged 320
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Mstep: Class 1 contains 33512 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4205939 nChanged 294
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Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4206045 nChanged 253
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Mstep: Class 1 contains 34057 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4206145 nChanged 244
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Entering Unmasked Estep 
Score: -4206241.000000 Penalty: 5216.859863
	Iteration 84Q: 3 clusters Score -4206241 nChanged 221
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4206324 nChanged 199
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Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4206410 nChanged 219
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4206518 nChanged 180
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	Iteration 88Q: 3 clusters Score -4206588 nChanged 153
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4206651 nChanged 133
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Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4206706 nChanged 117
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Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4206762 nChanged 104
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Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4206805 nChanged 88
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Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4206850 nChanged 69
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Mstep: Class 1 contains 35724 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4206896 nChanged 64
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Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4206937.500000 Penalty: 5216.859863
	Iteration 95Q: 3 clusters Score -4206938 nChanged 42
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Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4206964 nChanged 41
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Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4206982 nChanged 36
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Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4206991 nChanged 31
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Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4207011.000000 Penalty: 5216.859863
	Iteration 99Q: 3 clusters Score -4207011 nChanged 26
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Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4207023.000000 Penalty: 5216.859863
	Iteration 100F: 3 clusters Score -4207023 nChanged 17
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Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4207036 nChanged 16
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Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4207035.000000 Penalty: 5216.859863
	Iteration 102Q: 3 clusters Score -4207035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4207043.500000 Penalty: 5216.859863
	Iteration 103Q: 3 clusters Score -4207044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4207044.000000 Penalty: 5216.859863
	Iteration 104Q: 3 clusters Score -4207044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4207046.000000 Penalty: 5216.859863
	Iteration 105Q: 3 clusters Score -4207046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4207052.500000 Penalty: 5216.859863
	Iteration 106Q: 3 clusters Score -4207052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4207057.000000 Penalty: 5216.859863
	Iteration 107Q: 3 clusters Score -4207057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4207053.000000 Penalty: 5216.859863
	Iteration 108Q: 3 clusters Score -4207053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4207052.500000 Penalty: 5216.859863
	Iteration 109Q: 3 clusters Score -4207052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4207057.000000 Penalty: 5216.859863
	Iteration 110Q: 3 clusters Score -4207057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4207063.000000 Penalty: 5216.859863
	Iteration 111Q: 3 clusters Score -4207063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4207067.000000 Penalty: 5216.859863
	Iteration 112Q: 3 clusters Score -4207067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4207074.000000 Penalty: 5216.859863
	Iteration 113Q: 3 clusters Score -4207074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4207072.000000 Penalty: 5216.859863
	Iteration 114Q: 3 clusters Score -4207072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4207082.000000 Penalty: 5216.859863
	Iteration 115Q: 3 clusters Score -4207082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4207089.500000 Penalty: 5216.859863
	Iteration 116Q: 3 clusters Score -4207090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4207090.500000 Penalty: 5216.859863
	Iteration 117Q: 3 clusters Score -4207090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4207090.500000 Penalty: 5216.859863
	Iteration 118Q: 3 clusters Score -4207090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4207093.500000 Penalty: 5216.859863
	Iteration 119Q: 3 clusters Score -4207094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4207093.500000 Penalty: 5216.859863
	Iteration 120F: 3 clusters Score -4207094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Entering Unmasked Estep 
Score: -5156279.000000 Penalty: 2666.531250
	Iteration 0F: 2 clusters Score -5156279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5124868.500000 Penalty: 5333.062500
	Iteration 0F: 3 clusters Score -5124868 nChanged 21506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5136774.500000 Penalty: 5333.062500
	Iteration 1F: 3 clusters Score -5136774 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5137677.500000 Penalty: 5333.062500
	Iteration 2Q: 3 clusters Score -5137678 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5138895.000000 Penalty: 5333.062500
	Iteration 3F: 3 clusters Score -5138895 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -5140496.500000 Penalty: 5333.062500
	Iteration 4F: 3 clusters Score -5140496 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -5142611.000000 Penalty: 5333.062500
	Iteration 5F: 3 clusters Score -5142611 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5144743.500000 Penalty: 5333.062500
	Iteration 6F: 3 clusters Score -5144744 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -5146334.000000 Penalty: 5333.062500
	Iteration 7F: 3 clusters Score -5146334 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5147301.500000 Penalty: 5333.062500
	Iteration 8Q: 3 clusters Score -5147302 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5147776.000000 Penalty: 5333.062500
	Iteration 9Q: 3 clusters Score -5147776 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5147958.500000 Penalty: 5333.062500
	Iteration 10Q: 3 clusters Score -5147958 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -5148076.000000 Penalty: 5333.062500
	Iteration 11Q: 3 clusters Score -5148076 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5148131.000000 Penalty: 5333.062500
	Iteration 12Q: 3 clusters Score -5148131 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -5148149.000000 Penalty: 5333.062500
	Iteration 13Q: 3 clusters Score -5148149 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -5148185.500000 Penalty: 5333.062500
	Iteration 14Q: 3 clusters Score -5148186 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -5148221.000000 Penalty: 5333.062500
	Iteration 15Q: 3 clusters Score -5148221 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5148244.500000 Penalty: 5333.062500
	Iteration 16Q: 3 clusters Score -5148244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -5148250.000000 Penalty: 5333.062500
	Iteration 17Q: 3 clusters Score -5148250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -5148271.000000 Penalty: 5333.062500
	Iteration 18Q: 3 clusters Score -5148271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -5148275.500000 Penalty: 5333.062500
	Iteration 19Q: 3 clusters Score -5148276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5148300.500000 Penalty: 5333.062500
	Iteration 20F: 3 clusters Score -5148300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -5148303.500000 Penalty: 5333.062500
	Iteration 21Q: 3 clusters Score -5148304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -5148311.500000 Penalty: 5333.062500
	Iteration 22Q: 3 clusters Score -5148312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -5148324.000000 Penalty: 5333.062500
	Iteration 23Q: 3 clusters Score -5148324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -5148329.500000 Penalty: 5333.062500
	Iteration 24Q: 3 clusters Score -5148330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -5148340.000000 Penalty: 5333.062500
	Iteration 25Q: 3 clusters Score -5148340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5148343.500000 Penalty: 5333.062500
	Iteration 26Q: 3 clusters Score -5148344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5148335.500000 Penalty: 5333.062500
	Iteration 27Q: 3 clusters Score -5148336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -5148347.500000 Penalty: 5333.062500
	Iteration 28Q: 3 clusters Score -5148348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -5148347.500000 Penalty: 5333.062500
	Iteration 29Q: 3 clusters Score -5148348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -5148362.500000 Penalty: 5333.062500
	Iteration 30Q: 3 clusters Score -5148362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5148380.000000 Penalty: 5333.062500
	Iteration 31Q: 3 clusters Score -5148380 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -5148388.500000 Penalty: 5333.062500
	Iteration 32Q: 3 clusters Score -5148388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -5148402.000000 Penalty: 5333.062500
	Iteration 33Q: 3 clusters Score -5148402 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -5148458.000000 Penalty: 5333.062500
	Iteration 34Q: 3 clusters Score -5148458 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5148493.500000 Penalty: 5333.062500
	Iteration 35Q: 3 clusters Score -5148494 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -5148557.000000 Penalty: 5333.062500
	Iteration 36Q: 3 clusters Score -5148557 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -5148656.500000 Penalty: 5333.062500
	Iteration 37Q: 3 clusters Score -5148656 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -5148773.000000 Penalty: 5333.062500
	Iteration 38Q: 3 clusters Score -5148773 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5148926.500000 Penalty: 5333.062500
	Iteration 39Q: 3 clusters Score -5148926 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -5149181.500000 Penalty: 5333.062500
	Iteration 40F: 3 clusters Score -5149182 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5149478.000000 Penalty: 5333.062500
	Iteration 41Q: 3 clusters Score -5149478 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5149867.000000 Penalty: 5333.062500
	Iteration 42Q: 3 clusters Score -5149867 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5150463.000000 Penalty: 5333.062500
	Iteration 43Q: 3 clusters Score -5150463 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5151337.500000 Penalty: 5333.062500
	Iteration 44Q: 3 clusters Score -5151338 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5152315.000000 Penalty: 5333.062500
	Iteration 45Q: 3 clusters Score -5152315 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5153172.000000 Penalty: 5333.062500
	Iteration 46Q: 3 clusters Score -5153172 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5153633.000000 Penalty: 5333.062500
	Iteration 47Q: 3 clusters Score -5153633 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5153825.500000 Penalty: 5333.062500
	Iteration 48Q: 3 clusters Score -5153826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5153956.000000 Penalty: 5333.062500
	Iteration 49Q: 3 clusters Score -5153956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5154017.500000 Penalty: 5333.062500
	Iteration 50Q: 3 clusters Score -5154018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5154071.500000 Penalty: 5333.062500
	Iteration 51Q: 3 clusters Score -5154072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5154113.500000 Penalty: 5333.062500
	Iteration 52Q: 3 clusters Score -5154114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5154154.000000 Penalty: 5333.062500
	Iteration 53Q: 3 clusters Score -5154154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5154163.000000 Penalty: 5333.062500
	Iteration 54Q: 3 clusters Score -5154163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5154188.000000 Penalty: 5333.062500
	Iteration 55Q: 3 clusters Score -5154188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5154203.500000 Penalty: 5333.062500
	Iteration 56Q: 3 clusters Score -5154204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5154222.500000 Penalty: 5333.062500
	Iteration 57Q: 3 clusters Score -5154222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5154235.000000 Penalty: 5333.062500
	Iteration 58Q: 3 clusters Score -5154235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5154255.500000 Penalty: 5333.062500
	Iteration 59Q: 3 clusters Score -5154256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5154284.000000 Penalty: 5333.062500
	Iteration 60F: 3 clusters Score -5154284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5154292.500000 Penalty: 5333.062500
	Iteration 61Q: 3 clusters Score -5154292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5154299.500000 Penalty: 5333.062500
	Iteration 62Q: 3 clusters Score -5154300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5154309.500000 Penalty: 5333.062500
	Iteration 63Q: 3 clusters Score -5154310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5154300.500000 Penalty: 5333.062500
	Iteration 64Q: 3 clusters Score -5154300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5154302.000000 Penalty: 5333.062500
	Iteration 65Q: 3 clusters Score -5154302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5154308.500000 Penalty: 5333.062500
	Iteration 66Q: 3 clusters Score -5154308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5154314.000000 Penalty: 5333.062500
	Iteration 67Q: 3 clusters Score -5154314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5154315.000000 Penalty: 5333.062500
	Iteration 68Q: 3 clusters Score -5154315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5154316.500000 Penalty: 5333.062500
	Iteration 69Q: 3 clusters Score -5154316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5154316.500000 Penalty: 5333.062500
	Iteration 70F: 3 clusters Score -5154316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101682.843750 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -101682.8 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: -99755.835938 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -99755.84 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100034.968750 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -100035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100128.007812 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -100128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100179.164062 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -100179.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100214.796875 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -100214.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100291.671875 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -100291.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100408.890625 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -100408.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100573.437500 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -100573.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100930.085938 Penalty: 3408.061279
	Iteration 8F: 3 clusters Score -100930.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101310.976562 Penalty: 3408.061279
	Iteration 9F: 3 clusters Score -101311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101392.750000 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -101392.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -101458.109375 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -101458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101496.890625 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -101496.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -101526.054688 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -101526.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -101563.750000 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -101563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -101576.484375 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -101576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -101580.156250 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -101580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -101580.156250 Penalty: 3408.061279
	Iteration 17F: 3 clusters Score -101580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22540.154297 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22540.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22628.503906 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22639.347656 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22639.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22657.744141 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22657.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22660.259766 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22660.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22660.259766 Penalty: 2716.325684
	Iteration 5F: 3 clusters Score -22660.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81177.390625 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81177.39 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81640.242188 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81640.24 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -81807.710938 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81807.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81887.773438 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -81887.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81933.046875 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -81933.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -81948.968750 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -81948.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -81975.312500 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -81975.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -81994.242188 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -81994.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -82004.562500 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -82004.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82012.062500 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -82012.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -82019.695312 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -82019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -82027.546875 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -82027.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82038.234375 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -82038.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82048.023438 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -82048.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82054.195312 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -82054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82054.195312 Penalty: 3322.340820
	Iteration 15F: 3 clusters Score -82054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 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 155 members 
Entering Unmasked Estep 
Score: -30474.882812 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30474.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30591.621094 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30591.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30607.904297 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30631.582031 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30631.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30644.666016 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30644.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30647.355469 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -30647.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30648.750000 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -30648.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30648.750000 Penalty: 2871.820312
	Iteration 7F: 3 clusters Score -30648.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -123980.070312 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -123980.1 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 563 members 
Entering Unmasked Estep 
Score: -121946.500000 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -121946.5 nChanged 291
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: -122260.078125 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122260.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122360.671875 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122360.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122421.085938 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122421.1 nChanged 32
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: -122480.804688 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122480.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122516.000000 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122534.851562 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122534.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122552.000000 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122564.890625 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122583.664062 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122595.789062 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122595.8 nChanged 4
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: -122598.812500 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122600.992188 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -122601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122602.828125 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -122602.8 nChanged 2
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: -122604.437500 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -122604.4 nChanged 2
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: -122606.828125 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -122606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122607.640625 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -122607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122608.609375 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -122608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122612.085938 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -122612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122616.093750 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -122616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122619.429688 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -122619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122624.843750 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -122624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122629.687500 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -122629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122634.695312 Penalty: 3484.226074
	Iteration 23Q: 3 clusters Score -122634.7 nChanged 3
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: -122637.593750 Penalty: 3484.226074
	Iteration 24Q: 3 clusters Score -122637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122640.718750 Penalty: 3484.226074
	Iteration 25Q: 3 clusters Score -122640.7 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: -122643.281250 Penalty: 3484.226074
	Iteration 26Q: 3 clusters Score -122643.3 nChanged 0
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: -122643.281250 Penalty: 3484.226074
	Iteration 27F: 3 clusters Score -122643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Entering Unmasked Estep 
Score: -609293.375000 Penalty: 2153.857422
	Iteration 0F: 2 clusters Score -609293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -604202.375000 Penalty: 4307.714844
	Iteration 0F: 3 clusters Score -604202.4 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -605500.187500 Penalty: 4307.714844
	Iteration 1F: 3 clusters Score -605500.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -605793.500000 Penalty: 4307.714844
	Iteration 2F: 3 clusters Score -605793.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -606000.312500 Penalty: 4307.714844
	Iteration 3F: 3 clusters Score -606000.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -606167.125000 Penalty: 4307.714844
	Iteration 4Q: 3 clusters Score -606167.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -606290.375000 Penalty: 4307.714844
	Iteration 5Q: 3 clusters Score -606290.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -606392.062500 Penalty: 4307.714844
	Iteration 6Q: 3 clusters Score -606392.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -606488.687500 Penalty: 4307.714844
	Iteration 7Q: 3 clusters Score -606488.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -606592.875000 Penalty: 4307.714844
	Iteration 8Q: 3 clusters Score -606592.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -606697.375000 Penalty: 4307.714844
	Iteration 9Q: 3 clusters Score -606697.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -606827.000000 Penalty: 4307.714844
	Iteration 10Q: 3 clusters Score -606827 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -606957.812500 Penalty: 4307.714844
	Iteration 11Q: 3 clusters Score -606957.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -607097.125000 Penalty: 4307.714844
	Iteration 12Q: 3 clusters Score -607097.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -607228.562500 Penalty: 4307.714844
	Iteration 13Q: 3 clusters Score -607228.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -607311.125000 Penalty: 4307.714844
	Iteration 14Q: 3 clusters Score -607311.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -607376.375000 Penalty: 4307.714844
	Iteration 15Q: 3 clusters Score -607376.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -607427.687500 Penalty: 4307.714844
	Iteration 16Q: 3 clusters Score -607427.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -607472.687500 Penalty: 4307.714844
	Iteration 17Q: 3 clusters Score -607472.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -607508.875000 Penalty: 4307.714844
	Iteration 18Q: 3 clusters Score -607508.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -607540.500000 Penalty: 4307.714844
	Iteration 19Q: 3 clusters Score -607540.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -607564.437500 Penalty: 4307.714844
	Iteration 20F: 3 clusters Score -607564.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -607582.687500 Penalty: 4307.714844
	Iteration 21Q: 3 clusters Score -607582.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -607597.375000 Penalty: 4307.714844
	Iteration 22Q: 3 clusters Score -607597.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -607614.000000 Penalty: 4307.714844
	Iteration 23Q: 3 clusters Score -607614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -607620.000000 Penalty: 4307.714844
	Iteration 24Q: 3 clusters Score -607620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -607630.125000 Penalty: 4307.714844
	Iteration 25Q: 3 clusters Score -607630.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -607639.062500 Penalty: 4307.714844
	Iteration 26Q: 3 clusters Score -607639.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -607648.187500 Penalty: 4307.714844
	Iteration 27Q: 3 clusters Score -607648.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -607655.375000 Penalty: 4307.714844
	Iteration 28Q: 3 clusters Score -607655.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -607662.500000 Penalty: 4307.714844
	Iteration 29Q: 3 clusters Score -607662.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -607666.500000 Penalty: 4307.714844
	Iteration 30Q: 3 clusters Score -607666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -607673.375000 Penalty: 4307.714844
	Iteration 31Q: 3 clusters Score -607673.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -607680.687500 Penalty: 4307.714844
	Iteration 32Q: 3 clusters Score -607680.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -607690.062500 Penalty: 4307.714844
	Iteration 33Q: 3 clusters Score -607690.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -607695.375000 Penalty: 4307.714844
	Iteration 34Q: 3 clusters Score -607695.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -607699.312500 Penalty: 4307.714844
	Iteration 35Q: 3 clusters Score -607699.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -607707.062500 Penalty: 4307.714844
	Iteration 36Q: 3 clusters Score -607707.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -607716.125000 Penalty: 4307.714844
	Iteration 37Q: 3 clusters Score -607716.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -607718.937500 Penalty: 4307.714844
	Iteration 38Q: 3 clusters Score -607718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -607721.250000 Penalty: 4307.714844
	Iteration 39Q: 3 clusters Score -607721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -607724.625000 Penalty: 4307.714844
	Iteration 40F: 3 clusters Score -607724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -607725.000000 Penalty: 4307.714844
	Iteration 41Q: 3 clusters Score -607725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -607726.125000 Penalty: 4307.714844
	Iteration 42Q: 3 clusters Score -607726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -607730.437500 Penalty: 4307.714844
	Iteration 43Q: 3 clusters Score -607730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -607730.000000 Penalty: 4307.714844
	Iteration 44Q: 3 clusters Score -607730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -607730.687500 Penalty: 4307.714844
	Iteration 45Q: 3 clusters Score -607730.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -607733.187500 Penalty: 4307.714844
	Iteration 46Q: 3 clusters Score -607733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -607734.687500 Penalty: 4307.714844
	Iteration 47Q: 3 clusters Score -607734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -607736.000000 Penalty: 4307.714844
	Iteration 48Q: 3 clusters Score -607736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -607736.250000 Penalty: 4307.714844
	Iteration 49Q: 3 clusters Score -607736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -607737.250000 Penalty: 4307.714844
	Iteration 50Q: 3 clusters Score -607737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -607737.062500 Penalty: 4307.714844
	Iteration 51Q: 3 clusters Score -607737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -607737.000000 Penalty: 4307.714844
	Iteration 52Q: 3 clusters Score -607737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -607737.187500 Penalty: 4307.714844
	Iteration 53Q: 3 clusters Score -607737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -607737.187500 Penalty: 4307.714844
	Iteration 54F: 3 clusters Score -607737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -167707.296875 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -167707.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165387.500000 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -165387.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165735.875000 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -165735.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165821.968750 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -165822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165869.390625 Penalty: 3631.309570
	Iteration 3Q: 3 clusters Score -165869.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -165906.375000 Penalty: 3631.309570
	Iteration 4Q: 3 clusters Score -165906.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -165928.984375 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -165929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -165951.765625 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -165951.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165967.062500 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -165967.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -165981.171875 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -165981.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -165995.718750 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -165995.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -166009.984375 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -166010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -166022.109375 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -166022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166029.703125 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -166029.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -166037.359375 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -166037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -166044.750000 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -166044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -166051.750000 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -166051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -166056.250000 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -166056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -166060.703125 Penalty: 3631.309570
	Iteration 17Q: 3 clusters Score -166060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166065.343750 Penalty: 3631.309570
	Iteration 18Q: 3 clusters Score -166065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166068.109375 Penalty: 3631.309570
	Iteration 19Q: 3 clusters Score -166068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166070.109375 Penalty: 3631.309570
	Iteration 20F: 3 clusters Score -166070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166074.734375 Penalty: 3631.309570
	Iteration 21Q: 3 clusters Score -166074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166075.859375 Penalty: 3631.309570
	Iteration 22Q: 3 clusters Score -166075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166077.187500 Penalty: 3631.309570
	Iteration 23Q: 3 clusters Score -166077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -166078.093750 Penalty: 3631.309570
	Iteration 24Q: 3 clusters Score -166078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166081.109375 Penalty: 3631.309570
	Iteration 25Q: 3 clusters Score -166081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166083.156250 Penalty: 3631.309570
	Iteration 26Q: 3 clusters Score -166083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166085.671875 Penalty: 3631.309570
	Iteration 27Q: 3 clusters Score -166085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166086.484375 Penalty: 3631.309570
	Iteration 28Q: 3 clusters Score -166086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166086.718750 Penalty: 3631.309570
	Iteration 29Q: 3 clusters Score -166086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -166087.343750 Penalty: 3631.309570
	Iteration 30Q: 3 clusters Score -166087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -166088.343750 Penalty: 3631.309570
	Iteration 31Q: 3 clusters Score -166088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -166089.281250 Penalty: 3631.309570
	Iteration 32Q: 3 clusters Score -166089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -166090.000000 Penalty: 3631.309570
	Iteration 33Q: 3 clusters Score -166090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -166090.000000 Penalty: 3631.309570
	Iteration 34F: 3 clusters Score -166090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -460863.375000 Penalty: 2064.615723
	Iteration 0F: 2 clusters Score -460863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -456887.093750 Penalty: 4129.231445
	Iteration 0F: 3 clusters Score -456887.1 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -457825.375000 Penalty: 4129.231445
	Iteration 1F: 3 clusters Score -457825.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -457997.218750 Penalty: 4129.231445
	Iteration 2F: 3 clusters Score -457997.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -458123.437500 Penalty: 4129.231445
	Iteration 3Q: 3 clusters Score -458123.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -458226.500000 Penalty: 4129.231445
	Iteration 4Q: 3 clusters Score -458226.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -458291.500000 Penalty: 4129.231445
	Iteration 5Q: 3 clusters Score -458291.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -458347.000000 Penalty: 4129.231445
	Iteration 6Q: 3 clusters Score -458347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -458382.218750 Penalty: 4129.231445
	Iteration 7Q: 3 clusters Score -458382.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -458410.375000 Penalty: 4129.231445
	Iteration 8Q: 3 clusters Score -458410.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -458443.562500 Penalty: 4129.231445
	Iteration 9Q: 3 clusters Score -458443.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -458479.281250 Penalty: 4129.231445
	Iteration 10Q: 3 clusters Score -458479.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -458521.906250 Penalty: 4129.231445
	Iteration 11Q: 3 clusters Score -458521.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -458570.125000 Penalty: 4129.231445
	Iteration 12Q: 3 clusters Score -458570.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -458621.406250 Penalty: 4129.231445
	Iteration 13Q: 3 clusters Score -458621.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -458673.031250 Penalty: 4129.231445
	Iteration 14Q: 3 clusters Score -458673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -458725.718750 Penalty: 4129.231445
	Iteration 15Q: 3 clusters Score -458725.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -458785.656250 Penalty: 4129.231445
	Iteration 16Q: 3 clusters Score -458785.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -458847.625000 Penalty: 4129.231445
	Iteration 17Q: 3 clusters Score -458847.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -458896.406250 Penalty: 4129.231445
	Iteration 18Q: 3 clusters Score -458896.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -458948.093750 Penalty: 4129.231445
	Iteration 19Q: 3 clusters Score -458948.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -459001.500000 Penalty: 4129.231445
	Iteration 20F: 3 clusters Score -459001.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -459039.000000 Penalty: 4129.231445
	Iteration 21Q: 3 clusters Score -459039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -459067.312500 Penalty: 4129.231445
	Iteration 22Q: 3 clusters Score -459067.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -459098.500000 Penalty: 4129.231445
	Iteration 23Q: 3 clusters Score -459098.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -459132.312500 Penalty: 4129.231445
	Iteration 24Q: 3 clusters Score -459132.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -459160.718750 Penalty: 4129.231445
	Iteration 25Q: 3 clusters Score -459160.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -459192.531250 Penalty: 4129.231445
	Iteration 26Q: 3 clusters Score -459192.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -459218.312500 Penalty: 4129.231445
	Iteration 27Q: 3 clusters Score -459218.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -459242.687500 Penalty: 4129.231445
	Iteration 28Q: 3 clusters Score -459242.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -459272.656250 Penalty: 4129.231445
	Iteration 29Q: 3 clusters Score -459272.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -459302.906250 Penalty: 4129.231445
	Iteration 30Q: 3 clusters Score -459302.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -459327.312500 Penalty: 4129.231445
	Iteration 31Q: 3 clusters Score -459327.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -459344.562500 Penalty: 4129.231445
	Iteration 32Q: 3 clusters Score -459344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -459359.500000 Penalty: 4129.231445
	Iteration 33Q: 3 clusters Score -459359.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -459374.468750 Penalty: 4129.231445
	Iteration 34Q: 3 clusters Score -459374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -459383.687500 Penalty: 4129.231445
	Iteration 35Q: 3 clusters Score -459383.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -459390.625000 Penalty: 4129.231445
	Iteration 36Q: 3 clusters Score -459390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -459394.625000 Penalty: 4129.231445
	Iteration 37Q: 3 clusters Score -459394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -459394.750000 Penalty: 4129.231445
	Iteration 38Q: 3 clusters Score -459394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -459395.250000 Penalty: 4129.231445
	Iteration 39Q: 3 clusters Score -459395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -459396.375000 Penalty: 4129.231445
	Iteration 40F: 3 clusters Score -459396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -459397.281250 Penalty: 4129.231445
	Iteration 41Q: 3 clusters Score -459397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -459400.562500 Penalty: 4129.231445
	Iteration 42Q: 3 clusters Score -459400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -459400.406250 Penalty: 4129.231445
	Iteration 43Q: 3 clusters Score -459400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -459400.968750 Penalty: 4129.231445
	Iteration 44Q: 3 clusters Score -459401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -459400.968750 Penalty: 4129.231445
	Iteration 45F: 3 clusters Score -459401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Entering Unmasked Estep 
Score: -2041508.625000 Penalty: 2429.259521
	Iteration 0F: 2 clusters Score -2041509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2028804.125000 Penalty: 4858.519043
	Iteration 0F: 3 clusters Score -2028804 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2033470.750000 Penalty: 4858.519043
	Iteration 1F: 3 clusters Score -2033471 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2034262.500000 Penalty: 4858.519043
	Iteration 2F: 3 clusters Score -2034262 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2035057.375000 Penalty: 4858.519043
	Iteration 3F: 3 clusters Score -2035057 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2035861.375000 Penalty: 4858.519043
	Iteration 4F: 3 clusters Score -2035861 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2036725.625000 Penalty: 4858.519043
	Iteration 5F: 3 clusters Score -2036726 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2037571.625000 Penalty: 4858.519043
	Iteration 6F: 3 clusters Score -2037572 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2038293.500000 Penalty: 4858.519043
	Iteration 7F: 3 clusters Score -2038294 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2038886.250000 Penalty: 4858.519043
	Iteration 8Q: 3 clusters Score -2038886 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2039363.000000 Penalty: 4858.519043
	Iteration 9Q: 3 clusters Score -2039363 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2039704.000000 Penalty: 4858.519043
	Iteration 10Q: 3 clusters Score -2039704 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2039926.000000 Penalty: 4858.519043
	Iteration 11Q: 3 clusters Score -2039926 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2040125.875000 Penalty: 4858.519043
	Iteration 12Q: 3 clusters Score -2040126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2040264.500000 Penalty: 4858.519043
	Iteration 13Q: 3 clusters Score -2040264 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2040372.750000 Penalty: 4858.519043
	Iteration 14Q: 3 clusters Score -2040373 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2040434.750000 Penalty: 4858.519043
	Iteration 15Q: 3 clusters Score -2040435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2040477.750000 Penalty: 4858.519043
	Iteration 16Q: 3 clusters Score -2040478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2040511.750000 Penalty: 4858.519043
	Iteration 17Q: 3 clusters Score -2040512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2040528.625000 Penalty: 4858.519043
	Iteration 18Q: 3 clusters Score -2040529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2040545.000000 Penalty: 4858.519043
	Iteration 19Q: 3 clusters Score -2040545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2040560.500000 Penalty: 4858.519043
	Iteration 20F: 3 clusters Score -2040560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2040586.750000 Penalty: 4858.519043
	Iteration 21Q: 3 clusters Score -2040587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2040603.000000 Penalty: 4858.519043
	Iteration 22Q: 3 clusters Score -2040603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2040605.125000 Penalty: 4858.519043
	Iteration 23Q: 3 clusters Score -2040605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2040613.250000 Penalty: 4858.519043
	Iteration 24Q: 3 clusters Score -2040613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2040623.250000 Penalty: 4858.519043
	Iteration 25Q: 3 clusters Score -2040623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2040628.000000 Penalty: 4858.519043
	Iteration 26Q: 3 clusters Score -2040628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2040634.375000 Penalty: 4858.519043
	Iteration 27Q: 3 clusters Score -2040634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2040643.625000 Penalty: 4858.519043
	Iteration 28Q: 3 clusters Score -2040644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2040645.000000 Penalty: 4858.519043
	Iteration 29Q: 3 clusters Score -2040645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2040655.750000 Penalty: 4858.519043
	Iteration 30Q: 3 clusters Score -2040656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2040653.000000 Penalty: 4858.519043
	Iteration 31Q: 3 clusters Score -2040653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2040655.125000 Penalty: 4858.519043
	Iteration 32Q: 3 clusters Score -2040655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2040661.000000 Penalty: 4858.519043
	Iteration 33Q: 3 clusters Score -2040661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2040667.250000 Penalty: 4858.519043
	Iteration 34Q: 3 clusters Score -2040667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2040663.375000 Penalty: 4858.519043
	Iteration 35Q: 3 clusters Score -2040663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2040665.625000 Penalty: 4858.519043
	Iteration 36Q: 3 clusters Score -2040666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2040669.875000 Penalty: 4858.519043
	Iteration 37Q: 3 clusters Score -2040670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2040674.125000 Penalty: 4858.519043
	Iteration 38Q: 3 clusters Score -2040674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2040680.625000 Penalty: 4858.519043
	Iteration 39Q: 3 clusters Score -2040681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2040682.000000 Penalty: 4858.519043
	Iteration 40F: 3 clusters Score -2040682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2040683.125000 Penalty: 4858.519043
	Iteration 41Q: 3 clusters Score -2040683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2040686.750000 Penalty: 4858.519043
	Iteration 42Q: 3 clusters Score -2040687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2040687.750000 Penalty: 4858.519043
	Iteration 43Q: 3 clusters Score -2040688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2040684.500000 Penalty: 4858.519043
	Iteration 44Q: 3 clusters Score -2040684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2040685.625000 Penalty: 4858.519043
	Iteration 45Q: 3 clusters Score -2040686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2040685.625000 Penalty: 4858.519043
	Iteration 46Q: 3 clusters Score -2040686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2040687.875000 Penalty: 4858.519043
	Iteration 47Q: 3 clusters Score -2040688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2040688.500000 Penalty: 4858.519043
	Iteration 48Q: 3 clusters Score -2040688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2040697.250000 Penalty: 4858.519043
	Iteration 49Q: 3 clusters Score -2040697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2040699.500000 Penalty: 4858.519043
	Iteration 50Q: 3 clusters Score -2040700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2040703.250000 Penalty: 4858.519043
	Iteration 51Q: 3 clusters Score -2040703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2040711.250000 Penalty: 4858.519043
	Iteration 52Q: 3 clusters Score -2040711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2040717.625000 Penalty: 4858.519043
	Iteration 53Q: 3 clusters Score -2040718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2040726.250000 Penalty: 4858.519043
	Iteration 54Q: 3 clusters Score -2040726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2040731.250000 Penalty: 4858.519043
	Iteration 55Q: 3 clusters Score -2040731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2040729.750000 Penalty: 4858.519043
	Iteration 56Q: 3 clusters Score -2040730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2040729.750000 Penalty: 4858.519043
	Iteration 57Q: 3 clusters Score -2040730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2040728.625000 Penalty: 4858.519043
	Iteration 58Q: 3 clusters Score -2040729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2040730.125000 Penalty: 4858.519043
	Iteration 59Q: 3 clusters Score -2040730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2040730.125000 Penalty: 4858.519043
	Iteration 60F: 3 clusters Score -2040730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Entering Unmasked Estep 
Score: -2818659.750000 Penalty: 2509.582520
	Iteration 0F: 2 clusters Score -2818660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2801412.500000 Penalty: 5019.165039
	Iteration 0F: 3 clusters Score -2801412 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2807314.250000 Penalty: 5019.165039
	Iteration 1F: 3 clusters Score -2807314 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2807764.750000 Penalty: 5019.165039
	Iteration 2F: 3 clusters Score -2807765 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2808164.000000 Penalty: 5019.165039
	Iteration 3Q: 3 clusters Score -2808164 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2808628.500000 Penalty: 5019.165039
	Iteration 4Q: 3 clusters Score -2808628 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2809239.500000 Penalty: 5019.165039
	Iteration 5Q: 3 clusters Score -2809240 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2810067.250000 Penalty: 5019.165039
	Iteration 6F: 3 clusters Score -2810067 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2811117.500000 Penalty: 5019.165039
	Iteration 7F: 3 clusters Score -2811118 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2812322.500000 Penalty: 5019.165039
	Iteration 8F: 3 clusters Score -2812322 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2813646.250000 Penalty: 5019.165039
	Iteration 9F: 3 clusters Score -2813646 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2814808.500000 Penalty: 5019.165039
	Iteration 10F: 3 clusters Score -2814808 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2815556.750000 Penalty: 5019.165039
	Iteration 11Q: 3 clusters Score -2815557 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2815972.750000 Penalty: 5019.165039
	Iteration 12Q: 3 clusters Score -2815973 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2816169.000000 Penalty: 5019.165039
	Iteration 13Q: 3 clusters Score -2816169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2816302.750000 Penalty: 5019.165039
	Iteration 14Q: 3 clusters Score -2816303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2816375.000000 Penalty: 5019.165039
	Iteration 15Q: 3 clusters Score -2816375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2816416.000000 Penalty: 5019.165039
	Iteration 16Q: 3 clusters Score -2816416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2816439.000000 Penalty: 5019.165039
	Iteration 17Q: 3 clusters Score -2816439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2816460.250000 Penalty: 5019.165039
	Iteration 18Q: 3 clusters Score -2816460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2816462.750000 Penalty: 5019.165039
	Iteration 19Q: 3 clusters Score -2816463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2816465.750000 Penalty: 5019.165039
	Iteration 20F: 3 clusters Score -2816466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2816466.750000 Penalty: 5019.165039
	Iteration 21Q: 3 clusters Score -2816467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2816470.000000 Penalty: 5019.165039
	Iteration 22Q: 3 clusters Score -2816470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2816474.250000 Penalty: 5019.165039
	Iteration 23Q: 3 clusters Score -2816474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2816480.750000 Penalty: 5019.165039
	Iteration 24Q: 3 clusters Score -2816481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2816481.000000 Penalty: 5019.165039
	Iteration 25Q: 3 clusters Score -2816481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2816481.000000 Penalty: 5019.165039
	Iteration 26F: 3 clusters Score -2816481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (247330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247330 members 
Entering Unmasked Estep 
Score: -27888730.000000 Penalty: 3079.782715
	Iteration 0F: 2 clusters Score -2.788873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -27734992.000000 Penalty: 6159.565430
	Iteration 0F: 3 clusters Score -2.773499e+07 nChanged 119777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116434 members 
Mstep: Class 2 contains 130896 members 
Entering Unmasked Estep 
Score: -27805478.000000 Penalty: 6159.565430
	Iteration 1F: 3 clusters Score -2.780548e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 135164 members 
Entering Unmasked Estep 
Score: -27806888.000000 Penalty: 6159.565430
	Iteration 2Q: 3 clusters Score -2.780689e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -27809040.000000 Penalty: 6159.565430
	Iteration 3Q: 3 clusters Score -2.780904e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -27812834.000000 Penalty: 6159.565430
	Iteration 4Q: 3 clusters Score -2.781283e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -27820542.000000 Penalty: 6159.565430
	Iteration 5F: 3 clusters Score -2.782054e+07 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 184446 members 
Entering Unmasked Estep 
Score: -27834598.000000 Penalty: 6159.565430
	Iteration 6F: 3 clusters Score -2.78346e+07 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 207074 members 
Entering Unmasked Estep 
Score: -27855450.000000 Penalty: 6159.565430
	Iteration 7F: 3 clusters Score -2.785545e+07 nChanged 21183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -27874856.000000 Penalty: 6159.565430
	Iteration 8F: 3 clusters Score -2.787486e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 241016 members 
Entering Unmasked Estep 
Score: -27882676.000000 Penalty: 6159.565430
	Iteration 9F: 3 clusters Score -2.788268e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 245608 members 
Entering Unmasked Estep 
Score: -27885028.000000 Penalty: 6159.565430
	Iteration 10Q: 3 clusters Score -2.788503e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 246743 members 
Entering Unmasked Estep 
Score: -27885554.000000 Penalty: 6159.565430
	Iteration 11Q: 3 clusters Score -2.788555e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 247018 members 
Entering Unmasked Estep 
Score: -27885838.000000 Penalty: 6159.565430
	Iteration 12Q: 3 clusters Score -2.788584e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 247080 members 
Entering Unmasked Estep 
Score: -27885964.000000 Penalty: 6159.565430
	Iteration 13Q: 3 clusters Score -2.788596e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 247108 members 
Entering Unmasked Estep 
Score: -27885994.000000 Penalty: 6159.565430
	Iteration 14Q: 3 clusters Score -2.788599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247111 members 
Entering Unmasked Estep 
Score: -27886052.000000 Penalty: 6159.565430
	Iteration 15Q: 3 clusters Score -2.788605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 247115 members 
Entering Unmasked Estep 
Score: -27886064.000000 Penalty: 6159.565430
	Iteration 16Q: 3 clusters Score -2.788606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 247123 members 
Entering Unmasked Estep 
Score: -27886060.000000 Penalty: 6159.565430
	Iteration 17Q: 3 clusters Score -2.788606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 247127 members 
Entering Unmasked Estep 
Score: -27886052.000000 Penalty: 6159.565430
	Iteration 18Q: 3 clusters Score -2.788605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247128 members 
Entering Unmasked Estep 
Score: -27886072.000000 Penalty: 6159.565430
	Iteration 19Q: 3 clusters Score -2.788607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247132 members 
Entering Unmasked Estep 
Score: -27886080.000000 Penalty: 6159.565430
	Iteration 20F: 3 clusters Score -2.788608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 247131 members 
Entering Unmasked Estep 
Score: -27886090.000000 Penalty: 6159.565430
	Iteration 21Q: 3 clusters Score -2.788609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247130 members 
Entering Unmasked Estep 
Score: -27886078.000000 Penalty: 6159.565430
	Iteration 22Q: 3 clusters Score -2.788608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247130 members 
Entering Unmasked Estep 
Score: -27886078.000000 Penalty: 6159.565430
	Iteration 23F: 3 clusters Score -2.788608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239310 members 
Entering Unmasked Estep 
Score: -26810060.000000 Penalty: 3071.607666
	Iteration 0F: 2 clusters Score -2.681006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -26658164.000000 Penalty: 6143.215332
	Iteration 0F: 3 clusters Score -2.665816e+07 nChanged 115715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116856 members 
Mstep: Class 2 contains 122454 members 
Entering Unmasked Estep 
Score: -26725986.000000 Penalty: 6143.215332
	Iteration 1F: 3 clusters Score -2.672599e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115274 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -26727514.000000 Penalty: 6143.215332
	Iteration 2Q: 3 clusters Score -2.672751e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 126615 members 
Entering Unmasked Estep 
Score: -26729642.000000 Penalty: 6143.215332
	Iteration 3Q: 3 clusters Score -2.672964e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -26732380.000000 Penalty: 6143.215332
	Iteration 4Q: 3 clusters Score -2.673238e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 136781 members 
Entering Unmasked Estep 
Score: -26736744.000000 Penalty: 6143.215332
	Iteration 5Q: 3 clusters Score -2.673674e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 145815 members 
Entering Unmasked Estep 
Score: -26743188.000000 Penalty: 6143.215332
	Iteration 6F: 3 clusters Score -2.674319e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -26753306.000000 Penalty: 6143.215332
	Iteration 7F: 3 clusters Score -2.675331e+07 nChanged 15767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -26765544.000000 Penalty: 6143.215332
	Iteration 8F: 3 clusters Score -2.676554e+07 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -26776970.000000 Penalty: 6143.215332
	Iteration 9F: 3 clusters Score -2.677697e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 193395 members 
Entering Unmasked Estep 
Score: -26785504.000000 Penalty: 6143.215332
	Iteration 10F: 3 clusters Score -2.67855e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 200652 members 
Entering Unmasked Estep 
Score: -26791714.000000 Penalty: 6143.215332
	Iteration 11Q: 3 clusters Score -2.679171e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -26795626.000000 Penalty: 6143.215332
	Iteration 12Q: 3 clusters Score -2.679563e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 211324 members 
Entering Unmasked Estep 
Score: -26798674.000000 Penalty: 6143.215332
	Iteration 13Q: 3 clusters Score -2.679867e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 215633 members 
Entering Unmasked Estep 
Score: -26801322.000000 Penalty: 6143.215332
	Iteration 14Q: 3 clusters Score -2.680132e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 219493 members 
Entering Unmasked Estep 
Score: -26803474.000000 Penalty: 6143.215332
	Iteration 15Q: 3 clusters Score -2.680347e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 222773 members 
Entering Unmasked Estep 
Score: -26804832.000000 Penalty: 6143.215332
	Iteration 16Q: 3 clusters Score -2.680483e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 225578 members 
Entering Unmasked Estep 
Score: -26805816.000000 Penalty: 6143.215332
	Iteration 17Q: 3 clusters Score -2.680582e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 227854 members 
Entering Unmasked Estep 
Score: -26806568.000000 Penalty: 6143.215332
	Iteration 18Q: 3 clusters Score -2.680657e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 229758 members 
Entering Unmasked Estep 
Score: -26807126.000000 Penalty: 6143.215332
	Iteration 19Q: 3 clusters Score -2.680713e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 231323 members 
Entering Unmasked Estep 
Score: -26807652.000000 Penalty: 6143.215332
	Iteration 20F: 3 clusters Score -2.680765e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 232551 members 
Entering Unmasked Estep 
Score: -26807936.000000 Penalty: 6143.215332
	Iteration 21Q: 3 clusters Score -2.680794e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 233546 members 
Entering Unmasked Estep 
Score: -26808334.000000 Penalty: 6143.215332
	Iteration 22Q: 3 clusters Score -2.680833e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 234324 members 
Entering Unmasked Estep 
Score: -26808502.000000 Penalty: 6143.215332
	Iteration 23Q: 3 clusters Score -2.68085e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 234938 members 
Entering Unmasked Estep 
Score: -26808656.000000 Penalty: 6143.215332
	Iteration 24Q: 3 clusters Score -2.680866e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 235419 members 
Entering Unmasked Estep 
Score: -26808842.000000 Penalty: 6143.215332
	Iteration 25Q: 3 clusters Score -2.680884e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 235781 members 
Entering Unmasked Estep 
Score: -26808880.000000 Penalty: 6143.215332
	Iteration 26Q: 3 clusters Score -2.680888e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 236048 members 
Entering Unmasked Estep 
Score: -26808942.000000 Penalty: 6143.215332
	Iteration 27Q: 3 clusters Score -2.680894e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 236254 members 
Entering Unmasked Estep 
Score: -26808960.000000 Penalty: 6143.215332
	Iteration 28Q: 3 clusters Score -2.680896e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 236430 members 
Entering Unmasked Estep 
Score: -26808950.000000 Penalty: 6143.215332
	Iteration 29Q: 3 clusters Score -2.680895e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 236555 members 
Entering Unmasked Estep 
Score: -26808962.000000 Penalty: 6143.215332
	Iteration 30Q: 3 clusters Score -2.680896e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 236669 members 
Entering Unmasked Estep 
Score: -26809028.000000 Penalty: 6143.215332
	Iteration 31Q: 3 clusters Score -2.680903e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 236751 members 
Entering Unmasked Estep 
Score: -26809012.000000 Penalty: 6143.215332
	Iteration 32Q: 3 clusters Score -2.680901e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 236820 members 
Entering Unmasked Estep 
Score: -26809006.000000 Penalty: 6143.215332
	Iteration 33Q: 3 clusters Score -2.680901e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 236872 members 
Entering Unmasked Estep 
Score: -26809064.000000 Penalty: 6143.215332
	Iteration 34Q: 3 clusters Score -2.680906e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 236920 members 
Entering Unmasked Estep 
Score: -26809062.000000 Penalty: 6143.215332
	Iteration 35Q: 3 clusters Score -2.680906e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 236956 members 
Entering Unmasked Estep 
Score: -26809048.000000 Penalty: 6143.215332
	Iteration 36Q: 3 clusters Score -2.680905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 236989 members 
Entering Unmasked Estep 
Score: -26809050.000000 Penalty: 6143.215332
	Iteration 37Q: 3 clusters Score -2.680905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 237010 members 
Entering Unmasked Estep 
Score: -26809018.000000 Penalty: 6143.215332
	Iteration 38Q: 3 clusters Score -2.680902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 237027 members 
Entering Unmasked Estep 
Score: -26809000.000000 Penalty: 6143.215332
	Iteration 39Q: 3 clusters Score -2.6809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 237038 members 
Entering Unmasked Estep 
Score: -26808996.000000 Penalty: 6143.215332
	Iteration 40F: 3 clusters Score -2.6809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 237052 members 
Entering Unmasked Estep 
Score: -26808998.000000 Penalty: 6143.215332
	Iteration 41Q: 3 clusters Score -2.6809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 237060 members 
Entering Unmasked Estep 
Score: -26809022.000000 Penalty: 6143.215332
	Iteration 42Q: 3 clusters Score -2.680902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 237077 members 
Entering Unmasked Estep 
Score: -26809008.000000 Penalty: 6143.215332
	Iteration 43Q: 3 clusters Score -2.680901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 237094 members 
Entering Unmasked Estep 
Score: -26808986.000000 Penalty: 6143.215332
	Iteration 44Q: 3 clusters Score -2.680899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 237102 members 
Entering Unmasked Estep 
Score: -26808988.000000 Penalty: 6143.215332
	Iteration 45Q: 3 clusters Score -2.680899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 237109 members 
Entering Unmasked Estep 
Score: -26808988.000000 Penalty: 6143.215332
	Iteration 46Q: 3 clusters Score -2.680899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 237114 members 
Entering Unmasked Estep 
Score: -26808990.000000 Penalty: 6143.215332
	Iteration 47Q: 3 clusters Score -2.680899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 237122 members 
Entering Unmasked Estep 
Score: -26808990.000000 Penalty: 6143.215332
	Iteration 48Q: 3 clusters Score -2.680899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 237129 members 
Entering Unmasked Estep 
Score: -26808992.000000 Penalty: 6143.215332
	Iteration 49Q: 3 clusters Score -2.680899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 237133 members 
Entering Unmasked Estep 
Score: -26808986.000000 Penalty: 6143.215332
	Iteration 50Q: 3 clusters Score -2.680899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 237136 members 
Entering Unmasked Estep 
Score: -26808992.000000 Penalty: 6143.215332
	Iteration 51Q: 3 clusters Score -2.680899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 237139 members 
Entering Unmasked Estep 
Score: -26808996.000000 Penalty: 6143.215332
	Iteration 52Q: 3 clusters Score -2.6809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 237142 members 
Entering Unmasked Estep 
Score: -26808998.000000 Penalty: 6143.215332
	Iteration 53Q: 3 clusters Score -2.6809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 237148 members 
Entering Unmasked Estep 
Score: -26808990.000000 Penalty: 6143.215332
	Iteration 54Q: 3 clusters Score -2.680899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 237152 members 
Entering Unmasked Estep 
Score: -26808974.000000 Penalty: 6143.215332
	Iteration 55Q: 3 clusters Score -2.680897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 237153 members 
Entering Unmasked Estep 
Score: -26808988.000000 Penalty: 6143.215332
	Iteration 56Q: 3 clusters Score -2.680899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 237154 members 
Entering Unmasked Estep 
Score: -26808994.000000 Penalty: 6143.215332
	Iteration 57Q: 3 clusters Score -2.680899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 237158 members 
Entering Unmasked Estep 
Score: -26808976.000000 Penalty: 6143.215332
	Iteration 58Q: 3 clusters Score -2.680898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 237163 members 
Entering Unmasked Estep 
Score: -26808976.000000 Penalty: 6143.215332
	Iteration 59Q: 3 clusters Score -2.680898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 237167 members 
Entering Unmasked Estep 
Score: -26808970.000000 Penalty: 6143.215332
	Iteration 60F: 3 clusters Score -2.680897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 237170 members 
Entering Unmasked Estep 
Score: -26808980.000000 Penalty: 6143.215332
	Iteration 61Q: 3 clusters Score -2.680898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 237175 members 
Entering Unmasked Estep 
Score: -26808974.000000 Penalty: 6143.215332
	Iteration 62Q: 3 clusters Score -2.680897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 237181 members 
Entering Unmasked Estep 
Score: -26809004.000000 Penalty: 6143.215332
	Iteration 63Q: 3 clusters Score -2.6809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 237181 members 
Entering Unmasked Estep 
Score: -26808998.000000 Penalty: 6143.215332
	Iteration 64Q: 3 clusters Score -2.6809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 237181 members 
Entering Unmasked Estep 
Score: -26808994.000000 Penalty: 6143.215332
	Iteration 65Q: 3 clusters Score -2.680899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 237182 members 
Entering Unmasked Estep 
Score: -26808982.000000 Penalty: 6143.215332
	Iteration 66Q: 3 clusters Score -2.680898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 237183 members 
Entering Unmasked Estep 
Score: -26808990.000000 Penalty: 6143.215332
	Iteration 67Q: 3 clusters Score -2.680899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 237183 members 
Entering Unmasked Estep 
Score: -26809002.000000 Penalty: 6143.215332
	Iteration 68Q: 3 clusters Score -2.6809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 237182 members 
Entering Unmasked Estep 
Score: -26809012.000000 Penalty: 6143.215332
	Iteration 69Q: 3 clusters Score -2.680901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 237182 members 
Entering Unmasked Estep 
Score: -26809018.000000 Penalty: 6143.215332
	Iteration 70Q: 3 clusters Score -2.680902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 237184 members 
Entering Unmasked Estep 
Score: -26809026.000000 Penalty: 6143.215332
	Iteration 71Q: 3 clusters Score -2.680903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 237186 members 
Entering Unmasked Estep 
Score: -26809014.000000 Penalty: 6143.215332
	Iteration 72Q: 3 clusters Score -2.680901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 237190 members 
Entering Unmasked Estep 
Score: -26809028.000000 Penalty: 6143.215332
	Iteration 73Q: 3 clusters Score -2.680903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 237192 members 
Entering Unmasked Estep 
Score: -26809028.000000 Penalty: 6143.215332
	Iteration 74Q: 3 clusters Score -2.680903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 237194 members 
Entering Unmasked Estep 
Score: -26809018.000000 Penalty: 6143.215332
	Iteration 75Q: 3 clusters Score -2.680902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 237196 members 
Entering Unmasked Estep 
Score: -26809016.000000 Penalty: 6143.215332
	Iteration 76Q: 3 clusters Score -2.680902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 237200 members 
Entering Unmasked Estep 
Score: -26809014.000000 Penalty: 6143.215332
	Iteration 77Q: 3 clusters Score -2.680901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 237199 members 
Entering Unmasked Estep 
Score: -26809014.000000 Penalty: 6143.215332
	Iteration 78Q: 3 clusters Score -2.680901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 237199 members 
Entering Unmasked Estep 
Score: -26809008.000000 Penalty: 6143.215332
	Iteration 79Q: 3 clusters Score -2.680901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 237203 members 
Entering Unmasked Estep 
Score: -26809012.000000 Penalty: 6143.215332
	Iteration 80F: 3 clusters Score -2.680901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 237201 members 
Entering Unmasked Estep 
Score: -26809018.000000 Penalty: 6143.215332
	Iteration 81Q: 3 clusters Score -2.680902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 237202 members 
Entering Unmasked Estep 
Score: -26809006.000000 Penalty: 6143.215332
	Iteration 82Q: 3 clusters Score -2.680901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 237201 members 
Entering Unmasked Estep 
Score: -26809008.000000 Penalty: 6143.215332
	Iteration 83Q: 3 clusters Score -2.680901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 237199 members 
Entering Unmasked Estep 
Score: -26809020.000000 Penalty: 6143.215332
	Iteration 84Q: 3 clusters Score -2.680902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 237197 members 
Entering Unmasked Estep 
Score: -26809014.000000 Penalty: 6143.215332
	Iteration 85Q: 3 clusters Score -2.680901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 237195 members 
Entering Unmasked Estep 
Score: -26809004.000000 Penalty: 6143.215332
	Iteration 86Q: 3 clusters Score -2.6809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 237196 members 
Entering Unmasked Estep 
Score: -26809000.000000 Penalty: 6143.215332
	Iteration 87Q: 3 clusters Score -2.6809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 237197 members 
Entering Unmasked Estep 
Score: -26809002.000000 Penalty: 6143.215332
	Iteration 88Q: 3 clusters Score -2.6809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 237197 members 
Entering Unmasked Estep 
Score: -26809002.000000 Penalty: 6143.215332
	Iteration 89F: 3 clusters Score -2.6809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Entering Unmasked Estep 
Score: -4590565.500000 Penalty: 2631.584473
	Iteration 0F: 2 clusters Score -4590566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4563061.500000 Penalty: 5263.168945
	Iteration 0F: 3 clusters Score -4563062 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4572992.000000 Penalty: 5263.168945
	Iteration 1F: 3 clusters Score -4572992 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4573469.000000 Penalty: 5263.168945
	Iteration 2Q: 3 clusters Score -4573469 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4573985.000000 Penalty: 5263.168945
	Iteration 3Q: 3 clusters Score -4573985 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4574585.000000 Penalty: 5263.168945
	Iteration 4Q: 3 clusters Score -4574585 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4575396.500000 Penalty: 5263.168945
	Iteration 5Q: 3 clusters Score -4575396 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4576334.000000 Penalty: 5263.168945
	Iteration 6Q: 3 clusters Score -4576334 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4577418.500000 Penalty: 5263.168945
	Iteration 7Q: 3 clusters Score -4577418 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4578648.000000 Penalty: 5263.168945
	Iteration 8Q: 3 clusters Score -4578648 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4579954.500000 Penalty: 5263.168945
	Iteration 9F: 3 clusters Score -4579954 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4581388.500000 Penalty: 5263.168945
	Iteration 10F: 3 clusters Score -4581388 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4582759.000000 Penalty: 5263.168945
	Iteration 11F: 3 clusters Score -4582759 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4583954.000000 Penalty: 5263.168945
	Iteration 12F: 3 clusters Score -4583954 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4584794.500000 Penalty: 5263.168945
	Iteration 13Q: 3 clusters Score -4584794 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4585383.500000 Penalty: 5263.168945
	Iteration 14Q: 3 clusters Score -4585384 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -4585762.000000 Penalty: 5263.168945
	Iteration 15Q: 3 clusters Score -4585762 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -4586032.500000 Penalty: 5263.168945
	Iteration 16Q: 3 clusters Score -4586032 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4586219.000000 Penalty: 5263.168945
	Iteration 17Q: 3 clusters Score -4586219 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4586339.000000 Penalty: 5263.168945
	Iteration 18Q: 3 clusters Score -4586339 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -4586445.500000 Penalty: 5263.168945
	Iteration 19Q: 3 clusters Score -4586446 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4586549.500000 Penalty: 5263.168945
	Iteration 20F: 3 clusters Score -4586550 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4586646.500000 Penalty: 5263.168945
	Iteration 21Q: 3 clusters Score -4586646 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4586744.000000 Penalty: 5263.168945
	Iteration 22Q: 3 clusters Score -4586744 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4586840.000000 Penalty: 5263.168945
	Iteration 23Q: 3 clusters Score -4586840 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4586949.000000 Penalty: 5263.168945
	Iteration 24Q: 3 clusters Score -4586949 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4587028.500000 Penalty: 5263.168945
	Iteration 25Q: 3 clusters Score -4587028 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4587070.000000 Penalty: 5263.168945
	Iteration 26Q: 3 clusters Score -4587070 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4587170.500000 Penalty: 5263.168945
	Iteration 27Q: 3 clusters Score -4587170 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4587202.500000 Penalty: 5263.168945
	Iteration 28Q: 3 clusters Score -4587202 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4587259.000000 Penalty: 5263.168945
	Iteration 29Q: 3 clusters Score -4587259 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4587299.000000 Penalty: 5263.168945
	Iteration 30Q: 3 clusters Score -4587299 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4587328.500000 Penalty: 5263.168945
	Iteration 31Q: 3 clusters Score -4587328 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4587367.000000 Penalty: 5263.168945
	Iteration 32Q: 3 clusters Score -4587367 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4587420.500000 Penalty: 5263.168945
	Iteration 33Q: 3 clusters Score -4587420 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4587445.000000 Penalty: 5263.168945
	Iteration 34Q: 3 clusters Score -4587445 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4587488.500000 Penalty: 5263.168945
	Iteration 35Q: 3 clusters Score -4587488 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4587538.000000 Penalty: 5263.168945
	Iteration 36Q: 3 clusters Score -4587538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4587570.000000 Penalty: 5263.168945
	Iteration 37Q: 3 clusters Score -4587570 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4587599.500000 Penalty: 5263.168945
	Iteration 38Q: 3 clusters Score -4587600 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4587643.000000 Penalty: 5263.168945
	Iteration 39Q: 3 clusters Score -4587643 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4587682.000000 Penalty: 5263.168945
	Iteration 40F: 3 clusters Score -4587682 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4587697.000000 Penalty: 5263.168945
	Iteration 41Q: 3 clusters Score -4587697 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4587768.500000 Penalty: 5263.168945
	Iteration 42Q: 3 clusters Score -4587768 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4587795.000000 Penalty: 5263.168945
	Iteration 43Q: 3 clusters Score -4587795 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -4587837.500000 Penalty: 5263.168945
	Iteration 44Q: 3 clusters Score -4587838 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4587864.500000 Penalty: 5263.168945
	Iteration 45Q: 3 clusters Score -4587864 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4587900.000000 Penalty: 5263.168945
	Iteration 46Q: 3 clusters Score -4587900 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4587944.500000 Penalty: 5263.168945
	Iteration 47Q: 3 clusters Score -4587944 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4587968.000000 Penalty: 5263.168945
	Iteration 48Q: 3 clusters Score -4587968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -4588009.500000 Penalty: 5263.168945
	Iteration 49Q: 3 clusters Score -4588010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4588043.000000 Penalty: 5263.168945
	Iteration 50Q: 3 clusters Score -4588043 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4588067.500000 Penalty: 5263.168945
	Iteration 51Q: 3 clusters Score -4588068 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4588123.000000 Penalty: 5263.168945
	Iteration 52Q: 3 clusters Score -4588123 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4588150.000000 Penalty: 5263.168945
	Iteration 53Q: 3 clusters Score -4588150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -4588195.500000 Penalty: 5263.168945
	Iteration 54Q: 3 clusters Score -4588196 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4588232.500000 Penalty: 5263.168945
	Iteration 55Q: 3 clusters Score -4588232 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4588272.500000 Penalty: 5263.168945
	Iteration 56Q: 3 clusters Score -4588272 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4588310.500000 Penalty: 5263.168945
	Iteration 57Q: 3 clusters Score -4588310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4588360.000000 Penalty: 5263.168945
	Iteration 58Q: 3 clusters Score -4588360 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4588399.500000 Penalty: 5263.168945
	Iteration 59Q: 3 clusters Score -4588400 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4588420.000000 Penalty: 5263.168945
	Iteration 60F: 3 clusters Score -4588420 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4588450.500000 Penalty: 5263.168945
	Iteration 61Q: 3 clusters Score -4588450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4588485.500000 Penalty: 5263.168945
	Iteration 62Q: 3 clusters Score -4588486 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4588509.500000 Penalty: 5263.168945
	Iteration 63Q: 3 clusters Score -4588510 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4588557.000000 Penalty: 5263.168945
	Iteration 64Q: 3 clusters Score -4588557 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4588600.500000 Penalty: 5263.168945
	Iteration 65Q: 3 clusters Score -4588600 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4588633.500000 Penalty: 5263.168945
	Iteration 66Q: 3 clusters Score -4588634 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4588665.500000 Penalty: 5263.168945
	Iteration 67Q: 3 clusters Score -4588666 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4588684.000000 Penalty: 5263.168945
	Iteration 68Q: 3 clusters Score -4588684 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -4588706.500000 Penalty: 5263.168945
	Iteration 69Q: 3 clusters Score -4588706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4588740.500000 Penalty: 5263.168945
	Iteration 70Q: 3 clusters Score -4588740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4588770.000000 Penalty: 5263.168945
	Iteration 71Q: 3 clusters Score -4588770 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4588788.000000 Penalty: 5263.168945
	Iteration 72Q: 3 clusters Score -4588788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -4588809.500000 Penalty: 5263.168945
	Iteration 73Q: 3 clusters Score -4588810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4588844.500000 Penalty: 5263.168945
	Iteration 74Q: 3 clusters Score -4588844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4588855.000000 Penalty: 5263.168945
	Iteration 75Q: 3 clusters Score -4588855 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4588864.500000 Penalty: 5263.168945
	Iteration 76Q: 3 clusters Score -4588864 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -4588882.500000 Penalty: 5263.168945
	Iteration 77Q: 3 clusters Score -4588882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4588905.000000 Penalty: 5263.168945
	Iteration 78Q: 3 clusters Score -4588905 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4588935.500000 Penalty: 5263.168945
	Iteration 79Q: 3 clusters Score -4588936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4588955.500000 Penalty: 5263.168945
	Iteration 80F: 3 clusters Score -4588956 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4588973.000000 Penalty: 5263.168945
	Iteration 81Q: 3 clusters Score -4588973 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4588983.500000 Penalty: 5263.168945
	Iteration 82Q: 3 clusters Score -4588984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4589003.000000 Penalty: 5263.168945
	Iteration 83Q: 3 clusters Score -4589003 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4589010.000000 Penalty: 5263.168945
	Iteration 84Q: 3 clusters Score -4589010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -4589032.500000 Penalty: 5263.168945
	Iteration 85Q: 3 clusters Score -4589032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -4589047.000000 Penalty: 5263.168945
	Iteration 86Q: 3 clusters Score -4589047 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4589055.000000 Penalty: 5263.168945
	Iteration 87Q: 3 clusters Score -4589055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4589062.500000 Penalty: 5263.168945
	Iteration 88Q: 3 clusters Score -4589062 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4589083.500000 Penalty: 5263.168945
	Iteration 89Q: 3 clusters Score -4589084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4589098.500000 Penalty: 5263.168945
	Iteration 90Q: 3 clusters Score -4589098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4589108.000000 Penalty: 5263.168945
	Iteration 91Q: 3 clusters Score -4589108 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4589106.500000 Penalty: 5263.168945
	Iteration 92Q: 3 clusters Score -4589106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4589117.500000 Penalty: 5263.168945
	Iteration 93Q: 3 clusters Score -4589118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -4589126.500000 Penalty: 5263.168945
	Iteration 94Q: 3 clusters Score -4589126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4589127.500000 Penalty: 5263.168945
	Iteration 95Q: 3 clusters Score -4589128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4589126.500000 Penalty: 5263.168945
	Iteration 96Q: 3 clusters Score -4589126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -4589134.500000 Penalty: 5263.168945
	Iteration 97Q: 3 clusters Score -4589134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4589143.500000 Penalty: 5263.168945
	Iteration 98Q: 3 clusters Score -4589144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -4589144.000000 Penalty: 5263.168945
	Iteration 99Q: 3 clusters Score -4589144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4589155.500000 Penalty: 5263.168945
	Iteration 100F: 3 clusters Score -4589156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4589158.000000 Penalty: 5263.168945
	Iteration 101Q: 3 clusters Score -4589158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -4589157.500000 Penalty: 5263.168945
	Iteration 102Q: 3 clusters Score -4589158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4589174.500000 Penalty: 5263.168945
	Iteration 103Q: 3 clusters Score -4589174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4589186.500000 Penalty: 5263.168945
	Iteration 104Q: 3 clusters Score -4589186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4589175.000000 Penalty: 5263.168945
	Iteration 105Q: 3 clusters Score -4589175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -4589182.000000 Penalty: 5263.168945
	Iteration 106Q: 3 clusters Score -4589182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -4589192.000000 Penalty: 5263.168945
	Iteration 107Q: 3 clusters Score -4589192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4589199.000000 Penalty: 5263.168945
	Iteration 108Q: 3 clusters Score -4589199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -4589199.500000 Penalty: 5263.168945
	Iteration 109Q: 3 clusters Score -4589200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4589205.000000 Penalty: 5263.168945
	Iteration 110Q: 3 clusters Score -4589205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4589217.500000 Penalty: 5263.168945
	Iteration 111Q: 3 clusters Score -4589218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4589223.000000 Penalty: 5263.168945
	Iteration 112Q: 3 clusters Score -4589223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4589216.000000 Penalty: 5263.168945
	Iteration 113Q: 3 clusters Score -4589216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4589226.000000 Penalty: 5263.168945
	Iteration 114Q: 3 clusters Score -4589226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4589226.000000 Penalty: 5263.168945
	Iteration 115Q: 3 clusters Score -4589226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4589235.000000 Penalty: 5263.168945
	Iteration 116Q: 3 clusters Score -4589235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4589235.000000 Penalty: 5263.168945
	Iteration 117Q: 3 clusters Score -4589235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4589238.500000 Penalty: 5263.168945
	Iteration 118Q: 3 clusters Score -4589238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4589233.500000 Penalty: 5263.168945
	Iteration 119Q: 3 clusters Score -4589234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4589225.000000 Penalty: 5263.168945
	Iteration 120F: 3 clusters Score -4589225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4589227 nChanged 26
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Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4589228 nChanged 25
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Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4589234 nChanged 21
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Mstep: Class 1 contains 35110 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4589226 nChanged 22
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Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4589232 nChanged 21
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Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4589237 nChanged 30
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Mstep: Class 1 contains 35181 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4589238 nChanged 28
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Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4589238 nChanged 16
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Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4589241 nChanged 16
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Mstep: Class 1 contains 35241 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4589244 nChanged 12
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Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4589244 nChanged 13
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Mstep: Class 1 contains 35266 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4589244 nChanged 14
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Mstep: Class 1 contains 35280 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4589240 nChanged 8
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Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4589239 nChanged 10
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Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4589256 nChanged 8
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Mstep: Class 1 contains 35334 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4589244 nChanged 15
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Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4589261 nChanged 16
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Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4589259 nChanged 15
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Mstep: Class 1 contains 35400 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4589256 nChanged 16
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Mstep: Class 1 contains 35416 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4589256 nChanged 15
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Mstep: Class 1 contains 35431 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4589256 nChanged 13
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Mstep: Class 1 contains 35444 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4589261 nChanged 21
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Mstep: Class 1 contains 35465 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35520 members 
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Mstep: Class 1 contains 35531 members 
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	Iteration 155Q: 3 clusters Score -4589265 nChanged 18
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Mstep: Class 1 contains 35584 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4589265 nChanged 23
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Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4589268 nChanged 27
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Mstep: Class 1 contains 35630 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4589278 nChanged 22
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Mstep: Class 1 contains 35652 members 
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Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 4918 members 
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	Iteration 160F: 3 clusters Score -4589286 nChanged 15
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Mstep: Class 1 contains 35685 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35701 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4589288 nChanged 13
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Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4589290 nChanged 9
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Mstep: Class 1 contains 35721 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4589292 nChanged 9
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Mstep: Class 1 contains 35730 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4589296 nChanged 9
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Mstep: Class 1 contains 35739 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4589294 nChanged 10
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Mstep: Class 1 contains 35749 members 
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	Iteration 167Q: 3 clusters Score -4589296 nChanged 9
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Mstep: Class 1 contains 35758 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4589300 nChanged 9
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Mstep: Class 1 contains 35767 members 
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	Iteration 169Q: 3 clusters Score -4589291 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35774 members 
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	Iteration 170Q: 3 clusters Score -4589292 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35779 members 
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	Iteration 171Q: 3 clusters Score -4589283 nChanged 8
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Mstep: Class 1 contains 35787 members 
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	Iteration 172Q: 3 clusters Score -4589292 nChanged 9
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Mstep: Class 1 contains 35796 members 
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	Iteration 173Q: 3 clusters Score -4589290 nChanged 14
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Mstep: Class 1 contains 35810 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4589302 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35826 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35844 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4589312 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4589313 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35884 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4589318 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35905 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4589322 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4589331 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35941 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4589322 nChanged 24
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Mstep: Class 1 contains 35965 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4589330 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35989 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4589332 nChanged 20
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Mstep: Class 1 contains 36009 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4589344 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36026 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4589346 nChanged 20
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Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4589356 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36074 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4589356 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36115 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4589360 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36157 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4589359 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36193 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4589366 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36240 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4589370 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36284 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4589382 nChanged 47
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Mstep: Class 1 contains 36321 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4589382 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36372 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4589396 nChanged 63
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Mstep: Class 1 contains 36433 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4589398 nChanged 67
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Mstep: Class 1 contains 36492 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4589422 nChanged 63
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Mstep: Class 1 contains 36547 members 
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	Iteration 197Q: 3 clusters Score -4589444 nChanged 57
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	Iteration 198Q: 3 clusters Score -4589448 nChanged 55
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Mstep: Class 1 contains 36651 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4589446 nChanged 40
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Mstep: Class 1 contains 36689 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4589443 nChanged 28
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Mstep: Class 1 contains 36717 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4589461 nChanged 22
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	Iteration 204Q: 3 clusters Score -4589461 nChanged 18
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Mstep: Class 1 contains 36799 members 
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	Iteration 205Q: 3 clusters Score -4589458 nChanged 25
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	Iteration 206Q: 3 clusters Score -4589464 nChanged 32
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	Iteration 207Q: 3 clusters Score -4589478 nChanged 36
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	Iteration 212Q: 3 clusters Score -4589504 nChanged 15
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	Iteration 213Q: 3 clusters Score -4589499 nChanged 14
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	Iteration 214Q: 3 clusters Score -4589498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4589487.500000 Penalty: 5263.168945
	Iteration 215Q: 3 clusters Score -4589488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4589489.500000 Penalty: 5263.168945
	Iteration 216Q: 3 clusters Score -4589490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4589489.500000 Penalty: 5263.168945
	Iteration 217Q: 3 clusters Score -4589490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4589487.000000 Penalty: 5263.168945
	Iteration 218Q: 3 clusters Score -4589487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4589492.500000 Penalty: 5263.168945
	Iteration 219Q: 3 clusters Score -4589492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4589497.500000 Penalty: 5263.168945
	Iteration 220F: 3 clusters Score -4589498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4589503.000000 Penalty: 5263.168945
	Iteration 221Q: 3 clusters Score -4589503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4589508.000000 Penalty: 5263.168945
	Iteration 222Q: 3 clusters Score -4589508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4589505.000000 Penalty: 5263.168945
	Iteration 223Q: 3 clusters Score -4589505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4589509.500000 Penalty: 5263.168945
	Iteration 224Q: 3 clusters Score -4589510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4589504.000000 Penalty: 5263.168945
	Iteration 225Q: 3 clusters Score -4589504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4589510.000000 Penalty: 5263.168945
	Iteration 226Q: 3 clusters Score -4589510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4589513.500000 Penalty: 5263.168945
	Iteration 227Q: 3 clusters Score -4589514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4589512.500000 Penalty: 5263.168945
	Iteration 228Q: 3 clusters Score -4589512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4589513.000000 Penalty: 5263.168945
	Iteration 229Q: 3 clusters Score -4589513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4589514.500000 Penalty: 5263.168945
	Iteration 230Q: 3 clusters Score -4589514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4589515.500000 Penalty: 5263.168945
	Iteration 231Q: 3 clusters Score -4589516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4589516.500000 Penalty: 5263.168945
	Iteration 232Q: 3 clusters Score -4589516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4589515.500000 Penalty: 5263.168945
	Iteration 233Q: 3 clusters Score -4589516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4589509.000000 Penalty: 5263.168945
	Iteration 234Q: 3 clusters Score -4589509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4589511.500000 Penalty: 5263.168945
	Iteration 235Q: 3 clusters Score -4589512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4589515.500000 Penalty: 5263.168945
	Iteration 236Q: 3 clusters Score -4589516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4589513.000000 Penalty: 5263.168945
	Iteration 237Q: 3 clusters Score -4589513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4589512.000000 Penalty: 5263.168945
	Iteration 238Q: 3 clusters Score -4589512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4589512.000000 Penalty: 5263.168945
	Iteration 239F: 3 clusters Score -4589512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Entering Unmasked Estep 
Score: -5041801.500000 Penalty: 2653.085938
	Iteration 0F: 2 clusters Score -5041802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -5011878.000000 Penalty: 5306.171875
	Iteration 0F: 3 clusters Score -5011878 nChanged 20471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5022943.000000 Penalty: 5306.171875
	Iteration 1F: 3 clusters Score -5022943 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5023447.500000 Penalty: 5306.171875
	Iteration 2Q: 3 clusters Score -5023448 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5023997.500000 Penalty: 5306.171875
	Iteration 3Q: 3 clusters Score -5023998 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5024777.500000 Penalty: 5306.171875
	Iteration 4Q: 3 clusters Score -5024778 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5025824.000000 Penalty: 5306.171875
	Iteration 5Q: 3 clusters Score -5025824 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -5027157.000000 Penalty: 5306.171875
	Iteration 6F: 3 clusters Score -5027157 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -5028861.000000 Penalty: 5306.171875
	Iteration 7F: 3 clusters Score -5028861 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -5030893.500000 Penalty: 5306.171875
	Iteration 8F: 3 clusters Score -5030894 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5033095.500000 Penalty: 5306.171875
	Iteration 9F: 3 clusters Score -5033096 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -5034705.500000 Penalty: 5306.171875
	Iteration 10F: 3 clusters Score -5034706 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5035555.000000 Penalty: 5306.171875
	Iteration 11Q: 3 clusters Score -5035555 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -5035984.000000 Penalty: 5306.171875
	Iteration 12Q: 3 clusters Score -5035984 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5036230.000000 Penalty: 5306.171875
	Iteration 13Q: 3 clusters Score -5036230 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -5036421.500000 Penalty: 5306.171875
	Iteration 14Q: 3 clusters Score -5036422 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -5036589.000000 Penalty: 5306.171875
	Iteration 15Q: 3 clusters Score -5036589 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5036784.500000 Penalty: 5306.171875
	Iteration 16Q: 3 clusters Score -5036784 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -5036956.500000 Penalty: 5306.171875
	Iteration 17Q: 3 clusters Score -5036956 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -5037080.500000 Penalty: 5306.171875
	Iteration 18Q: 3 clusters Score -5037080 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5037261.500000 Penalty: 5306.171875
	Iteration 19Q: 3 clusters Score -5037262 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -5037404.500000 Penalty: 5306.171875
	Iteration 20F: 3 clusters Score -5037404 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5037554.000000 Penalty: 5306.171875
	Iteration 21Q: 3 clusters Score -5037554 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -5037681.500000 Penalty: 5306.171875
	Iteration 22Q: 3 clusters Score -5037682 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -5037831.500000 Penalty: 5306.171875
	Iteration 23Q: 3 clusters Score -5037832 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5037940.500000 Penalty: 5306.171875
	Iteration 24Q: 3 clusters Score -5037940 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5038033.500000 Penalty: 5306.171875
	Iteration 25Q: 3 clusters Score -5038034 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -5038159.500000 Penalty: 5306.171875
	Iteration 26Q: 3 clusters Score -5038160 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5038233.000000 Penalty: 5306.171875
	Iteration 27Q: 3 clusters Score -5038233 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -5038343.000000 Penalty: 5306.171875
	Iteration 28Q: 3 clusters Score -5038343 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5038445.500000 Penalty: 5306.171875
	Iteration 29Q: 3 clusters Score -5038446 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -5038535.000000 Penalty: 5306.171875
	Iteration 30Q: 3 clusters Score -5038535 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -5038635.000000 Penalty: 5306.171875
	Iteration 31Q: 3 clusters Score -5038635 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5038747.500000 Penalty: 5306.171875
	Iteration 32Q: 3 clusters Score -5038748 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5038822.500000 Penalty: 5306.171875
	Iteration 33Q: 3 clusters Score -5038822 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -5038907.000000 Penalty: 5306.171875
	Iteration 34Q: 3 clusters Score -5038907 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5038962.500000 Penalty: 5306.171875
	Iteration 35Q: 3 clusters Score -5038962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5039027.000000 Penalty: 5306.171875
	Iteration 36Q: 3 clusters Score -5039027 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5039078.500000 Penalty: 5306.171875
	Iteration 37Q: 3 clusters Score -5039078 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5039160.000000 Penalty: 5306.171875
	Iteration 38Q: 3 clusters Score -5039160 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -5039225.500000 Penalty: 5306.171875
	Iteration 39Q: 3 clusters Score -5039226 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -5039308.500000 Penalty: 5306.171875
	Iteration 40F: 3 clusters Score -5039308 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5039389.000000 Penalty: 5306.171875
	Iteration 41Q: 3 clusters Score -5039389 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5039452.500000 Penalty: 5306.171875
	Iteration 42Q: 3 clusters Score -5039452 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -5039481.500000 Penalty: 5306.171875
	Iteration 43Q: 3 clusters Score -5039482 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -5039506.500000 Penalty: 5306.171875
	Iteration 44Q: 3 clusters Score -5039506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5039533.500000 Penalty: 5306.171875
	Iteration 45Q: 3 clusters Score -5039534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5039583.000000 Penalty: 5306.171875
	Iteration 46Q: 3 clusters Score -5039583 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5039605.000000 Penalty: 5306.171875
	Iteration 47Q: 3 clusters Score -5039605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5039623.000000 Penalty: 5306.171875
	Iteration 48Q: 3 clusters Score -5039623 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5039663.500000 Penalty: 5306.171875
	Iteration 49Q: 3 clusters Score -5039664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5039677.000000 Penalty: 5306.171875
	Iteration 50Q: 3 clusters Score -5039677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5039683.500000 Penalty: 5306.171875
	Iteration 51Q: 3 clusters Score -5039684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5039691.500000 Penalty: 5306.171875
	Iteration 52Q: 3 clusters Score -5039692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5039705.500000 Penalty: 5306.171875
	Iteration 53Q: 3 clusters Score -5039706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -5039739.500000 Penalty: 5306.171875
	Iteration 54Q: 3 clusters Score -5039740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5039741.500000 Penalty: 5306.171875
	Iteration 55Q: 3 clusters Score -5039742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5039763.000000 Penalty: 5306.171875
	Iteration 56Q: 3 clusters Score -5039763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -5039765.000000 Penalty: 5306.171875
	Iteration 57Q: 3 clusters Score -5039765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5039785.500000 Penalty: 5306.171875
	Iteration 58Q: 3 clusters Score -5039786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5039789.500000 Penalty: 5306.171875
	Iteration 59Q: 3 clusters Score -5039790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5039799.500000 Penalty: 5306.171875
	Iteration 60F: 3 clusters Score -5039800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5039801.000000 Penalty: 5306.171875
	Iteration 61Q: 3 clusters Score -5039801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5039805.500000 Penalty: 5306.171875
	Iteration 62Q: 3 clusters Score -5039806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5039804.500000 Penalty: 5306.171875
	Iteration 63Q: 3 clusters Score -5039804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5039804.500000 Penalty: 5306.171875
	Iteration 64Q: 3 clusters Score -5039804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5039809.000000 Penalty: 5306.171875
	Iteration 65Q: 3 clusters Score -5039809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -5039812.500000 Penalty: 5306.171875
	Iteration 66Q: 3 clusters Score -5039812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5039811.500000 Penalty: 5306.171875
	Iteration 67Q: 3 clusters Score -5039812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5039818.000000 Penalty: 5306.171875
	Iteration 68Q: 3 clusters Score -5039818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5039824.500000 Penalty: 5306.171875
	Iteration 69Q: 3 clusters Score -5039824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5039818.500000 Penalty: 5306.171875
	Iteration 70Q: 3 clusters Score -5039818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -5039822.000000 Penalty: 5306.171875
	Iteration 71Q: 3 clusters Score -5039822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5039820.500000 Penalty: 5306.171875
	Iteration 72Q: 3 clusters Score -5039820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -5039825.500000 Penalty: 5306.171875
	Iteration 73Q: 3 clusters Score -5039826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5039817.500000 Penalty: 5306.171875
	Iteration 74Q: 3 clusters Score -5039818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5039815.000000 Penalty: 5306.171875
	Iteration 75Q: 3 clusters Score -5039815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5039830.000000 Penalty: 5306.171875
	Iteration 76Q: 3 clusters Score -5039830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -5039833.000000 Penalty: 5306.171875
	Iteration 77Q: 3 clusters Score -5039833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -5039830.500000 Penalty: 5306.171875
	Iteration 78Q: 3 clusters Score -5039830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5039840.500000 Penalty: 5306.171875
	Iteration 79Q: 3 clusters Score -5039840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -5039841.500000 Penalty: 5306.171875
	Iteration 80F: 3 clusters Score -5039842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -5039846.000000 Penalty: 5306.171875
	Iteration 81Q: 3 clusters Score -5039846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5039840.500000 Penalty: 5306.171875
	Iteration 82Q: 3 clusters Score -5039840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -5039839.000000 Penalty: 5306.171875
	Iteration 83Q: 3 clusters Score -5039839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5039841.000000 Penalty: 5306.171875
	Iteration 84Q: 3 clusters Score -5039841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5039841.000000 Penalty: 5306.171875
	Iteration 85F: 3 clusters Score -5039841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Entering Unmasked Estep 
Score: -3943049.500000 Penalty: 2592.464355
	Iteration 0F: 2 clusters Score -3943050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3919455.500000 Penalty: 5184.928711
	Iteration 0F: 3 clusters Score -3919456 nChanged 15743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3927950.000000 Penalty: 5184.928711
	Iteration 1F: 3 clusters Score -3927950 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3928431.500000 Penalty: 5184.928711
	Iteration 2Q: 3 clusters Score -3928432 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3928971.500000 Penalty: 5184.928711
	Iteration 3Q: 3 clusters Score -3928972 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3929649.500000 Penalty: 5184.928711
	Iteration 4Q: 3 clusters Score -3929650 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3930709.500000 Penalty: 5184.928711
	Iteration 5F: 3 clusters Score -3930710 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3932423.000000 Penalty: 5184.928711
	Iteration 6F: 3 clusters Score -3932423 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3934848.250000 Penalty: 5184.928711
	Iteration 7F: 3 clusters Score -3934848 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3937405.500000 Penalty: 5184.928711
	Iteration 8F: 3 clusters Score -3937406 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3939231.000000 Penalty: 5184.928711
	Iteration 9F: 3 clusters Score -3939231 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3940118.000000 Penalty: 5184.928711
	Iteration 10Q: 3 clusters Score -3940118 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3940486.250000 Penalty: 5184.928711
	Iteration 11Q: 3 clusters Score -3940486 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3940690.750000 Penalty: 5184.928711
	Iteration 12Q: 3 clusters Score -3940691 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3940799.750000 Penalty: 5184.928711
	Iteration 13Q: 3 clusters Score -3940800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3940845.500000 Penalty: 5184.928711
	Iteration 14Q: 3 clusters Score -3940846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3940870.250000 Penalty: 5184.928711
	Iteration 15Q: 3 clusters Score -3940870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3940889.000000 Penalty: 5184.928711
	Iteration 16Q: 3 clusters Score -3940889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3940891.500000 Penalty: 5184.928711
	Iteration 17Q: 3 clusters Score -3940892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3940899.250000 Penalty: 5184.928711
	Iteration 18Q: 3 clusters Score -3940899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3940906.000000 Penalty: 5184.928711
	Iteration 19Q: 3 clusters Score -3940906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3940912.000000 Penalty: 5184.928711
	Iteration 20F: 3 clusters Score -3940912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3940912.250000 Penalty: 5184.928711
	Iteration 21Q: 3 clusters Score -3940912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3940919.500000 Penalty: 5184.928711
	Iteration 22Q: 3 clusters Score -3940920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3940922.000000 Penalty: 5184.928711
	Iteration 23Q: 3 clusters Score -3940922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3940924.750000 Penalty: 5184.928711
	Iteration 24Q: 3 clusters Score -3940925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3940925.500000 Penalty: 5184.928711
	Iteration 25Q: 3 clusters Score -3940926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3940930.500000 Penalty: 5184.928711
	Iteration 26Q: 3 clusters Score -3940930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3940930.500000 Penalty: 5184.928711
	Iteration 27F: 3 clusters Score -3940930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247330 members 
Mstep: Class 18 contains 239310 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 34665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599288.000000 Penalty: 67431.250000
Iteration 359Q: 21 clusters Score -8.859929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247334 members 
Mstep: Class 18 contains 239306 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 34665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599304.000000 Penalty: 67431.250000
Iteration 360F: 21 clusters Score -8.85993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247330 members 
Mstep: Class 18 contains 239309 members 
Mstep: Class 19 contains 40587 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 34668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599392.000000 Penalty: 67431.250000
Iteration 361Q: 21 clusters Score -8.859939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247327 members 
Mstep: Class 18 contains 239313 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44262 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599384.000000 Penalty: 67431.250000
Iteration 362Q: 21 clusters Score -8.859938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247325 members 
Mstep: Class 18 contains 239313 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44263 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599400.000000 Penalty: 67431.250000
Iteration 363Q: 21 clusters Score -8.85994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247324 members 
Mstep: Class 18 contains 239314 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44263 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599392.000000 Penalty: 67431.250000
Iteration 364Q: 21 clusters Score -8.859939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247324 members 
Mstep: Class 18 contains 239314 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44263 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599400.000000 Penalty: 67431.250000
Iteration 365Q: 21 clusters Score -8.85994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247323 members 
Mstep: Class 18 contains 239315 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44263 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599392.000000 Penalty: 67431.250000
Iteration 366Q: 21 clusters Score -8.859939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247321 members 
Mstep: Class 18 contains 239315 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44265 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599392.000000 Penalty: 67431.250000
Iteration 367Q: 21 clusters Score -8.859939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247320 members 
Mstep: Class 18 contains 239315 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44266 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599384.000000 Penalty: 67431.250000
Iteration 368Q: 21 clusters Score -8.859938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46729 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247320 members 
Mstep: Class 18 contains 239315 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44267 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599416.000000 Penalty: 67431.250000
Iteration 369Q: 21 clusters Score -8.859942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247319 members 
Mstep: Class 18 contains 239314 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599408.000000 Penalty: 67431.250000
Iteration 370Q: 21 clusters Score -8.859941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247317 members 
Mstep: Class 18 contains 239313 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599416.000000 Penalty: 67431.250000
Iteration 371Q: 21 clusters Score -8.859942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247316 members 
Mstep: Class 18 contains 239314 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44271 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599416.000000 Penalty: 67431.250000
Iteration 372Q: 21 clusters Score -8.859942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247313 members 
Mstep: Class 18 contains 239316 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 21 contains 44272 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599408.000000 Penalty: 67431.250000
Iteration 373Q: 21 clusters Score -8.859941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247312 members 
Mstep: Class 18 contains 239316 members 
Mstep: Class 19 contains 40587 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599416.000000 Penalty: 67431.250000
Iteration 374Q: 21 clusters Score -8.859942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247312 members 
Mstep: Class 18 contains 239318 members 
Mstep: Class 19 contains 40585 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599424.000000 Penalty: 67431.250000
Iteration 375Q: 21 clusters Score -8.859942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 36971 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 247312 members 
Mstep: Class 18 contains 239318 members 
Mstep: Class 19 contains 40585 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 34669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88599424.000000 Penalty: 67431.250000
Iteration 376F: 21 clusters Score -8.859942e+07 nChanged 0
Entering ConstructFrom: 
Score: -88599424.000000 Penalty: 67431.250000
Entering ConstructFrom: 
Trying to split cluster 1 (41690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Entering Unmasked Estep 
Score: -4714544.000000 Penalty: 2638.228027
	Iteration 0F: 2 clusters Score -4714544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4686269.000000 Penalty: 5276.456055
	Iteration 0F: 3 clusters Score -4686269 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4696562.500000 Penalty: 5276.456055
	Iteration 1F: 3 clusters Score -4696562 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4697075.000000 Penalty: 5276.456055
	Iteration 2Q: 3 clusters Score -4697075 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4697590.500000 Penalty: 5276.456055
	Iteration 3Q: 3 clusters Score -4697590 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4698143.000000 Penalty: 5276.456055
	Iteration 4Q: 3 clusters Score -4698143 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4698815.500000 Penalty: 5276.456055
	Iteration 5Q: 3 clusters Score -4698816 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -4699723.500000 Penalty: 5276.456055
	Iteration 6Q: 3 clusters Score -4699724 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4701043.000000 Penalty: 5276.456055
	Iteration 7Q: 3 clusters Score -4701043 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4702815.500000 Penalty: 5276.456055
	Iteration 8F: 3 clusters Score -4702816 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4704956.500000 Penalty: 5276.456055
	Iteration 9F: 3 clusters Score -4704956 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4706986.500000 Penalty: 5276.456055
	Iteration 10F: 3 clusters Score -4706986 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4708544.500000 Penalty: 5276.456055
	Iteration 11Q: 3 clusters Score -4708544 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4709679.500000 Penalty: 5276.456055
	Iteration 12Q: 3 clusters Score -4709680 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4710484.000000 Penalty: 5276.456055
	Iteration 13Q: 3 clusters Score -4710484 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -4710961.500000 Penalty: 5276.456055
	Iteration 14Q: 3 clusters Score -4710962 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -4711333.500000 Penalty: 5276.456055
	Iteration 15Q: 3 clusters Score -4711334 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -4711582.000000 Penalty: 5276.456055
	Iteration 16Q: 3 clusters Score -4711582 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4711764.000000 Penalty: 5276.456055
	Iteration 17Q: 3 clusters Score -4711764 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -4711907.000000 Penalty: 5276.456055
	Iteration 18Q: 3 clusters Score -4711907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -4711974.000000 Penalty: 5276.456055
	Iteration 19Q: 3 clusters Score -4711974 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4712039.000000 Penalty: 5276.456055
	Iteration 20F: 3 clusters Score -4712039 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -4712073.500000 Penalty: 5276.456055
	Iteration 21Q: 3 clusters Score -4712074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -4712111.000000 Penalty: 5276.456055
	Iteration 22Q: 3 clusters Score -4712111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -4712140.000000 Penalty: 5276.456055
	Iteration 23Q: 3 clusters Score -4712140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -4712169.000000 Penalty: 5276.456055
	Iteration 24Q: 3 clusters Score -4712169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4712193.000000 Penalty: 5276.456055
	Iteration 25Q: 3 clusters Score -4712193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -4712214.500000 Penalty: 5276.456055
	Iteration 26Q: 3 clusters Score -4712214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -4712233.000000 Penalty: 5276.456055
	Iteration 27Q: 3 clusters Score -4712233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4712247.500000 Penalty: 5276.456055
	Iteration 28Q: 3 clusters Score -4712248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -4712255.500000 Penalty: 5276.456055
	Iteration 29Q: 3 clusters Score -4712256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4712273.000000 Penalty: 5276.456055
	Iteration 30Q: 3 clusters Score -4712273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -4712288.500000 Penalty: 5276.456055
	Iteration 31Q: 3 clusters Score -4712288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4712302.500000 Penalty: 5276.456055
	Iteration 32Q: 3 clusters Score -4712302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -4712311.500000 Penalty: 5276.456055
	Iteration 33Q: 3 clusters Score -4712312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -4712321.000000 Penalty: 5276.456055
	Iteration 34Q: 3 clusters Score -4712321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -4712328.000000 Penalty: 5276.456055
	Iteration 35Q: 3 clusters Score -4712328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -4712343.500000 Penalty: 5276.456055
	Iteration 36Q: 3 clusters Score -4712344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -4712344.000000 Penalty: 5276.456055
	Iteration 37Q: 3 clusters Score -4712344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4712348.000000 Penalty: 5276.456055
	Iteration 38Q: 3 clusters Score -4712348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4712353.500000 Penalty: 5276.456055
	Iteration 39Q: 3 clusters Score -4712354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4712359.500000 Penalty: 5276.456055
	Iteration 40F: 3 clusters Score -4712360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -4712366.500000 Penalty: 5276.456055
	Iteration 41Q: 3 clusters Score -4712366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4712371.500000 Penalty: 5276.456055
	Iteration 42Q: 3 clusters Score -4712372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -4712379.000000 Penalty: 5276.456055
	Iteration 43Q: 3 clusters Score -4712379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -4712381.000000 Penalty: 5276.456055
	Iteration 44Q: 3 clusters Score -4712381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -4712384.500000 Penalty: 5276.456055
	Iteration 45Q: 3 clusters Score -4712384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4712385.500000 Penalty: 5276.456055
	Iteration 46Q: 3 clusters Score -4712386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4712393.000000 Penalty: 5276.456055
	Iteration 47Q: 3 clusters Score -4712393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -4712394.000000 Penalty: 5276.456055
	Iteration 48Q: 3 clusters Score -4712394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -4712395.500000 Penalty: 5276.456055
	Iteration 49Q: 3 clusters Score -4712396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4712394.000000 Penalty: 5276.456055
	Iteration 50Q: 3 clusters Score -4712394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4712393.000000 Penalty: 5276.456055
	Iteration 51Q: 3 clusters Score -4712393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -4712390.500000 Penalty: 5276.456055
	Iteration 52Q: 3 clusters Score -4712390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -4712390.500000 Penalty: 5276.456055
	Iteration 53F: 3 clusters Score -4712390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -528878.812500 Penalty: 2107.405518
	Iteration 0F: 2 clusters Score -528878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -524482.500000 Penalty: 4214.811035
	Iteration 0F: 3 clusters Score -524482.5 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -525518.687500 Penalty: 4214.811035
	Iteration 1F: 3 clusters Score -525518.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -525740.250000 Penalty: 4214.811035
	Iteration 2F: 3 clusters Score -525740.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -525988.750000 Penalty: 4214.811035
	Iteration 3F: 3 clusters Score -525988.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -526282.812500 Penalty: 4214.811035
	Iteration 4F: 3 clusters Score -526282.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -526607.562500 Penalty: 4214.811035
	Iteration 5F: 3 clusters Score -526607.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -526914.000000 Penalty: 4214.811035
	Iteration 6F: 3 clusters Score -526914 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -527191.250000 Penalty: 4214.811035
	Iteration 7F: 3 clusters Score -527191.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -527345.750000 Penalty: 4214.811035
	Iteration 8Q: 3 clusters Score -527345.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -527437.750000 Penalty: 4214.811035
	Iteration 9Q: 3 clusters Score -527437.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -527504.500000 Penalty: 4214.811035
	Iteration 10Q: 3 clusters Score -527504.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -527550.812500 Penalty: 4214.811035
	Iteration 11Q: 3 clusters Score -527550.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -527593.937500 Penalty: 4214.811035
	Iteration 12Q: 3 clusters Score -527593.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -527627.625000 Penalty: 4214.811035
	Iteration 13Q: 3 clusters Score -527627.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -527650.562500 Penalty: 4214.811035
	Iteration 14Q: 3 clusters Score -527650.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -527664.312500 Penalty: 4214.811035
	Iteration 15Q: 3 clusters Score -527664.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -527680.375000 Penalty: 4214.811035
	Iteration 16Q: 3 clusters Score -527680.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -527697.312500 Penalty: 4214.811035
	Iteration 17Q: 3 clusters Score -527697.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -527705.625000 Penalty: 4214.811035
	Iteration 18Q: 3 clusters Score -527705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -527709.500000 Penalty: 4214.811035
	Iteration 19Q: 3 clusters Score -527709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -527713.375000 Penalty: 4214.811035
	Iteration 20F: 3 clusters Score -527713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -527714.250000 Penalty: 4214.811035
	Iteration 21Q: 3 clusters Score -527714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -527715.687500 Penalty: 4214.811035
	Iteration 22Q: 3 clusters Score -527715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -527715.687500 Penalty: 4214.811035
	Iteration 23F: 3 clusters Score -527715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -896871.687500 Penalty: 2224.667236
	Iteration 0F: 2 clusters Score -896871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -890602.125000 Penalty: 4449.334473
	Iteration 0F: 3 clusters Score -890602.1 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -892280.187500 Penalty: 4449.334473
	Iteration 1F: 3 clusters Score -892280.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -892528.750000 Penalty: 4449.334473
	Iteration 2F: 3 clusters Score -892528.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -892683.812500 Penalty: 4449.334473
	Iteration 3Q: 3 clusters Score -892683.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -892809.312500 Penalty: 4449.334473
	Iteration 4Q: 3 clusters Score -892809.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -892896.812500 Penalty: 4449.334473
	Iteration 5Q: 3 clusters Score -892896.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -892966.562500 Penalty: 4449.334473
	Iteration 6Q: 3 clusters Score -892966.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -893018.687500 Penalty: 4449.334473
	Iteration 7Q: 3 clusters Score -893018.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -893066.812500 Penalty: 4449.334473
	Iteration 8Q: 3 clusters Score -893066.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -893106.125000 Penalty: 4449.334473
	Iteration 9Q: 3 clusters Score -893106.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -893150.750000 Penalty: 4449.334473
	Iteration 10Q: 3 clusters Score -893150.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -893190.500000 Penalty: 4449.334473
	Iteration 11Q: 3 clusters Score -893190.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -893222.625000 Penalty: 4449.334473
	Iteration 12Q: 3 clusters Score -893222.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -893255.937500 Penalty: 4449.334473
	Iteration 13Q: 3 clusters Score -893255.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -893291.875000 Penalty: 4449.334473
	Iteration 14Q: 3 clusters Score -893291.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -893331.750000 Penalty: 4449.334473
	Iteration 15Q: 3 clusters Score -893331.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -893381.000000 Penalty: 4449.334473
	Iteration 16Q: 3 clusters Score -893381 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -893438.312500 Penalty: 4449.334473
	Iteration 17Q: 3 clusters Score -893438.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -893499.375000 Penalty: 4449.334473
	Iteration 18Q: 3 clusters Score -893499.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -893575.687500 Penalty: 4449.334473
	Iteration 19Q: 3 clusters Score -893575.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -893643.312500 Penalty: 4449.334473
	Iteration 20F: 3 clusters Score -893643.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -893719.625000 Penalty: 4449.334473
	Iteration 21Q: 3 clusters Score -893719.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -893825.500000 Penalty: 4449.334473
	Iteration 22Q: 3 clusters Score -893825.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -893942.250000 Penalty: 4449.334473
	Iteration 23Q: 3 clusters Score -893942.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -894057.437500 Penalty: 4449.334473
	Iteration 24Q: 3 clusters Score -894057.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -894167.375000 Penalty: 4449.334473
	Iteration 25Q: 3 clusters Score -894167.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -894289.812500 Penalty: 4449.334473
	Iteration 26Q: 3 clusters Score -894289.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -894393.562500 Penalty: 4449.334473
	Iteration 27Q: 3 clusters Score -894393.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -894506.000000 Penalty: 4449.334473
	Iteration 28Q: 3 clusters Score -894506 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -894609.562500 Penalty: 4449.334473
	Iteration 29Q: 3 clusters Score -894609.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -894672.625000 Penalty: 4449.334473
	Iteration 30Q: 3 clusters Score -894672.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -894711.062500 Penalty: 4449.334473
	Iteration 31Q: 3 clusters Score -894711.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -894742.000000 Penalty: 4449.334473
	Iteration 32Q: 3 clusters Score -894742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -894764.500000 Penalty: 4449.334473
	Iteration 33Q: 3 clusters Score -894764.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -894790.875000 Penalty: 4449.334473
	Iteration 34Q: 3 clusters Score -894790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -894811.062500 Penalty: 4449.334473
	Iteration 35Q: 3 clusters Score -894811.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -894828.750000 Penalty: 4449.334473
	Iteration 36Q: 3 clusters Score -894828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -894849.500000 Penalty: 4449.334473
	Iteration 37Q: 3 clusters Score -894849.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -894859.500000 Penalty: 4449.334473
	Iteration 38Q: 3 clusters Score -894859.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -894871.187500 Penalty: 4449.334473
	Iteration 39Q: 3 clusters Score -894871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -894877.937500 Penalty: 4449.334473
	Iteration 40F: 3 clusters Score -894877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -894884.250000 Penalty: 4449.334473
	Iteration 41Q: 3 clusters Score -894884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -894887.437500 Penalty: 4449.334473
	Iteration 42Q: 3 clusters Score -894887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -894892.187500 Penalty: 4449.334473
	Iteration 43Q: 3 clusters Score -894892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -894895.625000 Penalty: 4449.334473
	Iteration 44Q: 3 clusters Score -894895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -894899.125000 Penalty: 4449.334473
	Iteration 45Q: 3 clusters Score -894899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -894900.312500 Penalty: 4449.334473
	Iteration 46Q: 3 clusters Score -894900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -894904.125000 Penalty: 4449.334473
	Iteration 47Q: 3 clusters Score -894904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -894905.000000 Penalty: 4449.334473
	Iteration 48Q: 3 clusters Score -894905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -894906.250000 Penalty: 4449.334473
	Iteration 49Q: 3 clusters Score -894906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -894907.437500 Penalty: 4449.334473
	Iteration 50Q: 3 clusters Score -894907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -894909.625000 Penalty: 4449.334473
	Iteration 51Q: 3 clusters Score -894909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -894909.625000 Penalty: 4449.334473
	Iteration 52F: 3 clusters Score -894909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Entering Unmasked Estep 
Score: -4209429.500000 Penalty: 2608.436523
	Iteration 0F: 2 clusters Score -4209430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4184110.250000 Penalty: 5216.873047
	Iteration 0F: 3 clusters Score -4184110 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4193523.750000 Penalty: 5216.873047
	Iteration 1F: 3 clusters Score -4193524 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4194079.500000 Penalty: 5216.873047
	Iteration 2Q: 3 clusters Score -4194080 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4194630.000000 Penalty: 5216.873047
	Iteration 3Q: 3 clusters Score -4194630 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4195272.500000 Penalty: 5216.873047
	Iteration 4Q: 3 clusters Score -4195272 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4196001.000000 Penalty: 5216.873047
	Iteration 5Q: 3 clusters Score -4196001 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -4196935.000000 Penalty: 5216.873047
	Iteration 6F: 3 clusters Score -4196935 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4198077.500000 Penalty: 5216.873047
	Iteration 7F: 3 clusters Score -4198078 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4199523.500000 Penalty: 5216.873047
	Iteration 8F: 3 clusters Score -4199524 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4201184.500000 Penalty: 5216.873047
	Iteration 9F: 3 clusters Score -4201184 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -4202928.000000 Penalty: 5216.873047
	Iteration 10F: 3 clusters Score -4202928 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4204377.500000 Penalty: 5216.873047
	Iteration 11Q: 3 clusters Score -4204378 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4205378.500000 Penalty: 5216.873047
	Iteration 12Q: 3 clusters Score -4205378 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4205946.000000 Penalty: 5216.873047
	Iteration 13Q: 3 clusters Score -4205946 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4206276.000000 Penalty: 5216.873047
	Iteration 14Q: 3 clusters Score -4206276 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4206517.000000 Penalty: 5216.873047
	Iteration 15Q: 3 clusters Score -4206517 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -4206693.500000 Penalty: 5216.873047
	Iteration 16Q: 3 clusters Score -4206694 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4206815.500000 Penalty: 5216.873047
	Iteration 17Q: 3 clusters Score -4206816 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4206898.000000 Penalty: 5216.873047
	Iteration 18Q: 3 clusters Score -4206898 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4206961.500000 Penalty: 5216.873047
	Iteration 19Q: 3 clusters Score -4206962 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -4207010.000000 Penalty: 5216.873047
	Iteration 20F: 3 clusters Score -4207010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4207047.500000 Penalty: 5216.873047
	Iteration 21Q: 3 clusters Score -4207048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4207097.000000 Penalty: 5216.873047
	Iteration 22Q: 3 clusters Score -4207097 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4207138.000000 Penalty: 5216.873047
	Iteration 23Q: 3 clusters Score -4207138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4207181.000000 Penalty: 5216.873047
	Iteration 24Q: 3 clusters Score -4207181 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4207199.500000 Penalty: 5216.873047
	Iteration 25Q: 3 clusters Score -4207200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4207224.000000 Penalty: 5216.873047
	Iteration 26Q: 3 clusters Score -4207224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4207250.500000 Penalty: 5216.873047
	Iteration 27Q: 3 clusters Score -4207250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4207272.500000 Penalty: 5216.873047
	Iteration 28Q: 3 clusters Score -4207272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -4207280.000000 Penalty: 5216.873047
	Iteration 29Q: 3 clusters Score -4207280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4207300.000000 Penalty: 5216.873047
	Iteration 30Q: 3 clusters Score -4207300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4207316.000000 Penalty: 5216.873047
	Iteration 31Q: 3 clusters Score -4207316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -4207337.500000 Penalty: 5216.873047
	Iteration 32Q: 3 clusters Score -4207338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4207345.500000 Penalty: 5216.873047
	Iteration 33Q: 3 clusters Score -4207346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4207365.500000 Penalty: 5216.873047
	Iteration 34Q: 3 clusters Score -4207366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4207367.000000 Penalty: 5216.873047
	Iteration 35Q: 3 clusters Score -4207367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4207376.000000 Penalty: 5216.873047
	Iteration 36Q: 3 clusters Score -4207376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4207377.500000 Penalty: 5216.873047
	Iteration 37Q: 3 clusters Score -4207378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4207386.000000 Penalty: 5216.873047
	Iteration 38Q: 3 clusters Score -4207386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4207393.000000 Penalty: 5216.873047
	Iteration 39Q: 3 clusters Score -4207393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4207394.000000 Penalty: 5216.873047
	Iteration 40F: 3 clusters Score -4207394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4207400.000000 Penalty: 5216.873047
	Iteration 41Q: 3 clusters Score -4207400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4207401.000000 Penalty: 5216.873047
	Iteration 42Q: 3 clusters Score -4207401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4207399.500000 Penalty: 5216.873047
	Iteration 43Q: 3 clusters Score -4207400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4207408.000000 Penalty: 5216.873047
	Iteration 44Q: 3 clusters Score -4207408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4207407.500000 Penalty: 5216.873047
	Iteration 45Q: 3 clusters Score -4207408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4207412.000000 Penalty: 5216.873047
	Iteration 46Q: 3 clusters Score -4207412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4207421.500000 Penalty: 5216.873047
	Iteration 47Q: 3 clusters Score -4207422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4207418.500000 Penalty: 5216.873047
	Iteration 48Q: 3 clusters Score -4207418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4207426.000000 Penalty: 5216.873047
	Iteration 49Q: 3 clusters Score -4207426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4207435.500000 Penalty: 5216.873047
	Iteration 50Q: 3 clusters Score -4207436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4207429.500000 Penalty: 5216.873047
	Iteration 51Q: 3 clusters Score -4207430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4207434.000000 Penalty: 5216.873047
	Iteration 52Q: 3 clusters Score -4207434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -4207438.000000 Penalty: 5216.873047
	Iteration 53Q: 3 clusters Score -4207438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4207431.000000 Penalty: 5216.873047
	Iteration 54Q: 3 clusters Score -4207431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4207436.000000 Penalty: 5216.873047
	Iteration 55Q: 3 clusters Score -4207436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4207440.000000 Penalty: 5216.873047
	Iteration 56Q: 3 clusters Score -4207440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4207441.500000 Penalty: 5216.873047
	Iteration 57Q: 3 clusters Score -4207442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4207446.500000 Penalty: 5216.873047
	Iteration 58Q: 3 clusters Score -4207446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4207447.500000 Penalty: 5216.873047
	Iteration 59Q: 3 clusters Score -4207448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4207452.500000 Penalty: 5216.873047
	Iteration 60F: 3 clusters Score -4207452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4207451.000000 Penalty: 5216.873047
	Iteration 61Q: 3 clusters Score -4207451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4207450.000000 Penalty: 5216.873047
	Iteration 62Q: 3 clusters Score -4207450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4207454.000000 Penalty: 5216.873047
	Iteration 63Q: 3 clusters Score -4207454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4207445.000000 Penalty: 5216.873047
	Iteration 64Q: 3 clusters Score -4207445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4207444.000000 Penalty: 5216.873047
	Iteration 65Q: 3 clusters Score -4207444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4207446.000000 Penalty: 5216.873047
	Iteration 66Q: 3 clusters Score -4207446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4207445.500000 Penalty: 5216.873047
	Iteration 67Q: 3 clusters Score -4207446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4207446.000000 Penalty: 5216.873047
	Iteration 68Q: 3 clusters Score -4207446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4207449.000000 Penalty: 5216.873047
	Iteration 69Q: 3 clusters Score -4207449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4207449.000000 Penalty: 5216.873047
	Iteration 70F: 3 clusters Score -4207449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Entering Unmasked Estep 
Score: -5156273.500000 Penalty: 2666.531250
	Iteration 0F: 2 clusters Score -5156274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5124770.500000 Penalty: 5333.062500
	Iteration 0F: 3 clusters Score -5124770 nChanged 21540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -5136449.000000 Penalty: 5333.062500
	Iteration 1F: 3 clusters Score -5136449 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5136859.500000 Penalty: 5333.062500
	Iteration 2Q: 3 clusters Score -5136860 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -5137288.500000 Penalty: 5333.062500
	Iteration 3Q: 3 clusters Score -5137288 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -5137717.500000 Penalty: 5333.062500
	Iteration 4Q: 3 clusters Score -5137718 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -5138245.500000 Penalty: 5333.062500
	Iteration 5Q: 3 clusters Score -5138246 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -5138900.000000 Penalty: 5333.062500
	Iteration 6Q: 3 clusters Score -5138900 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5139848.500000 Penalty: 5333.062500
	Iteration 7Q: 3 clusters Score -5139848 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5141379.000000 Penalty: 5333.062500
	Iteration 8F: 3 clusters Score -5141379 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5143652.500000 Penalty: 5333.062500
	Iteration 9F: 3 clusters Score -5143652 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5146755.000000 Penalty: 5333.062500
	Iteration 10F: 3 clusters Score -5146755 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5149967.500000 Penalty: 5333.062500
	Iteration 11F: 3 clusters Score -5149968 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5152158.500000 Penalty: 5333.062500
	Iteration 12Q: 3 clusters Score -5152158 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -5153269.500000 Penalty: 5333.062500
	Iteration 13Q: 3 clusters Score -5153270 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -5153638.000000 Penalty: 5333.062500
	Iteration 14Q: 3 clusters Score -5153638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -5153786.500000 Penalty: 5333.062500
	Iteration 15Q: 3 clusters Score -5153786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -5153851.500000 Penalty: 5333.062500
	Iteration 16Q: 3 clusters Score -5153852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5153883.000000 Penalty: 5333.062500
	Iteration 17Q: 3 clusters Score -5153883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -5153916.000000 Penalty: 5333.062500
	Iteration 18Q: 3 clusters Score -5153916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -5153928.500000 Penalty: 5333.062500
	Iteration 19Q: 3 clusters Score -5153928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5153941.000000 Penalty: 5333.062500
	Iteration 20F: 3 clusters Score -5153941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5153960.500000 Penalty: 5333.062500
	Iteration 21Q: 3 clusters Score -5153960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5153974.500000 Penalty: 5333.062500
	Iteration 22Q: 3 clusters Score -5153974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5153976.000000 Penalty: 5333.062500
	Iteration 23Q: 3 clusters Score -5153976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -5153979.500000 Penalty: 5333.062500
	Iteration 24Q: 3 clusters Score -5153980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5153990.500000 Penalty: 5333.062500
	Iteration 25Q: 3 clusters Score -5153990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5154004.000000 Penalty: 5333.062500
	Iteration 26Q: 3 clusters Score -5154004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -5154002.000000 Penalty: 5333.062500
	Iteration 27Q: 3 clusters Score -5154002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -5154013.500000 Penalty: 5333.062500
	Iteration 28Q: 3 clusters Score -5154014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -5154012.000000 Penalty: 5333.062500
	Iteration 29Q: 3 clusters Score -5154012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5154013.500000 Penalty: 5333.062500
	Iteration 30Q: 3 clusters Score -5154014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5154013.000000 Penalty: 5333.062500
	Iteration 31Q: 3 clusters Score -5154013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5154013.000000 Penalty: 5333.062500
	Iteration 32F: 3 clusters Score -5154013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -101682.843750 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -101682.8 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 478 members 
Entering Unmasked Estep 
Score: -99746.179688 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -99746.18 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100000.976562 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -100001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100092.171875 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -100092.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100150.906250 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -100150.9 nChanged 26
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: -100188.507812 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -100188.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100226.554688 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -100226.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100278.601562 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -100278.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100328.695312 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -100328.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100371.796875 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -100371.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100434.820312 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -100434.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100488.328125 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -100488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100538.109375 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -100538.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100648.078125 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -100648.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100939.851562 Penalty: 3408.061279
	Iteration 13F: 3 clusters Score -100939.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101395.070312 Penalty: 3408.061279
	Iteration 14F: 3 clusters Score -101395.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101484.156250 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -101484.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101512.101562 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -101512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101517.375000 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -101517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101527.195312 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -101527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101533.054688 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -101533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101536.226562 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -101536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101538.992188 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -101539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101543.429688 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -101543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101549.281250 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -101549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101550.273438 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -101550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101550.273438 Penalty: 3408.061279
	Iteration 25F: 3 clusters Score -101550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -23638.048828 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -23638.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22472.572266 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -22472.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22563.775391 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22563.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22604.326172 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -22604.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22612.091797 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22612.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22612.091797 Penalty: 2716.325684
	Iteration 4F: 3 clusters Score -22612.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -82785.507812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -82785.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81019.640625 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -81019.64 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81374.601562 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -81374.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81461.031250 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -81461.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -81540.648438 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -81540.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81608.296875 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -81608.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -81730.859375 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -81730.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81793.406250 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -81793.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81831.960938 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -81831.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81877.992188 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -81877.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -81943.187500 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -81943.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -81989.890625 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -81989.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82026.078125 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -82026.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -82062.179688 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -82062.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82091.421875 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -82091.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -82098.234375 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -82098.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -82098.234375 Penalty: 3322.340820
	Iteration 15F: 3 clusters Score -82098.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31731.746094 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31731.75 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 170 members 
Entering Unmasked Estep 
Score: -30526.269531 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30526.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30632.638672 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30632.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30668.425781 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -30668.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30690.830078 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30690.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30702.230469 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30702.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30719.099609 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -30719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30737.187500 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -30737.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30742.281250 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -30742.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30742.281250 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -30742.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -123980.070312 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -123980.1 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 555 members 
Entering Unmasked Estep 
Score: -121916.929688 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -121916.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122231.070312 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -122231.1 nChanged 78
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: -122319.750000 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -122319.8 nChanged 41
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: -122380.843750 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -122380.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122426.351562 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -122426.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122458.359375 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -122458.4 nChanged 13
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: -122469.875000 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -122469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122476.937500 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -122476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122482.195312 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -122482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122486.562500 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -122486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122490.765625 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -122490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122494.007812 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -122494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122494.007812 Penalty: 3484.226074
	Iteration 12F: 3 clusters Score -122494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Entering Unmasked Estep 
Score: -609293.375000 Penalty: 2153.857422
	Iteration 0F: 2 clusters Score -609293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -604264.625000 Penalty: 4307.714844
	Iteration 0F: 3 clusters Score -604264.6 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -605556.000000 Penalty: 4307.714844
	Iteration 1F: 3 clusters Score -605556 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -605863.437500 Penalty: 4307.714844
	Iteration 2F: 3 clusters Score -605863.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -606088.375000 Penalty: 4307.714844
	Iteration 3F: 3 clusters Score -606088.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -606256.312500 Penalty: 4307.714844
	Iteration 4Q: 3 clusters Score -606256.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -606383.500000 Penalty: 4307.714844
	Iteration 5Q: 3 clusters Score -606383.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -606500.000000 Penalty: 4307.714844
	Iteration 6Q: 3 clusters Score -606500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -606589.062500 Penalty: 4307.714844
	Iteration 7Q: 3 clusters Score -606589.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -606672.750000 Penalty: 4307.714844
	Iteration 8Q: 3 clusters Score -606672.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -606751.875000 Penalty: 4307.714844
	Iteration 9Q: 3 clusters Score -606751.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -606825.500000 Penalty: 4307.714844
	Iteration 10Q: 3 clusters Score -606825.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -606889.125000 Penalty: 4307.714844
	Iteration 11Q: 3 clusters Score -606889.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -606950.562500 Penalty: 4307.714844
	Iteration 12Q: 3 clusters Score -606950.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -607008.250000 Penalty: 4307.714844
	Iteration 13Q: 3 clusters Score -607008.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -607069.187500 Penalty: 4307.714844
	Iteration 14Q: 3 clusters Score -607069.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -607121.875000 Penalty: 4307.714844
	Iteration 15Q: 3 clusters Score -607121.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -607167.187500 Penalty: 4307.714844
	Iteration 16Q: 3 clusters Score -607167.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -607218.562500 Penalty: 4307.714844
	Iteration 17Q: 3 clusters Score -607218.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -607270.312500 Penalty: 4307.714844
	Iteration 18Q: 3 clusters Score -607270.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -607323.312500 Penalty: 4307.714844
	Iteration 19Q: 3 clusters Score -607323.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -607370.750000 Penalty: 4307.714844
	Iteration 20F: 3 clusters Score -607370.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -607413.187500 Penalty: 4307.714844
	Iteration 21Q: 3 clusters Score -607413.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -607448.625000 Penalty: 4307.714844
	Iteration 22Q: 3 clusters Score -607448.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -607484.062500 Penalty: 4307.714844
	Iteration 23Q: 3 clusters Score -607484.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -607510.375000 Penalty: 4307.714844
	Iteration 24Q: 3 clusters Score -607510.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -607534.937500 Penalty: 4307.714844
	Iteration 25Q: 3 clusters Score -607534.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -607555.562500 Penalty: 4307.714844
	Iteration 26Q: 3 clusters Score -607555.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -607574.437500 Penalty: 4307.714844
	Iteration 27Q: 3 clusters Score -607574.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -607587.187500 Penalty: 4307.714844
	Iteration 28Q: 3 clusters Score -607587.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -607600.437500 Penalty: 4307.714844
	Iteration 29Q: 3 clusters Score -607600.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -607614.875000 Penalty: 4307.714844
	Iteration 30Q: 3 clusters Score -607614.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -607626.937500 Penalty: 4307.714844
	Iteration 31Q: 3 clusters Score -607626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -607639.437500 Penalty: 4307.714844
	Iteration 32Q: 3 clusters Score -607639.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -607651.437500 Penalty: 4307.714844
	Iteration 33Q: 3 clusters Score -607651.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -607658.500000 Penalty: 4307.714844
	Iteration 34Q: 3 clusters Score -607658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -607664.312500 Penalty: 4307.714844
	Iteration 35Q: 3 clusters Score -607664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -607666.500000 Penalty: 4307.714844
	Iteration 36Q: 3 clusters Score -607666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -607669.625000 Penalty: 4307.714844
	Iteration 37Q: 3 clusters Score -607669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -607668.937500 Penalty: 4307.714844
	Iteration 38Q: 3 clusters Score -607668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -607672.812500 Penalty: 4307.714844
	Iteration 39Q: 3 clusters Score -607672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -607677.625000 Penalty: 4307.714844
	Iteration 40F: 3 clusters Score -607677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -607679.750000 Penalty: 4307.714844
	Iteration 41Q: 3 clusters Score -607679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -607682.625000 Penalty: 4307.714844
	Iteration 42Q: 3 clusters Score -607682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -607683.062500 Penalty: 4307.714844
	Iteration 43Q: 3 clusters Score -607683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -607685.312500 Penalty: 4307.714844
	Iteration 44Q: 3 clusters Score -607685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -607688.125000 Penalty: 4307.714844
	Iteration 45Q: 3 clusters Score -607688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -607690.250000 Penalty: 4307.714844
	Iteration 46Q: 3 clusters Score -607690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -607689.875000 Penalty: 4307.714844
	Iteration 47Q: 3 clusters Score -607689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -607689.875000 Penalty: 4307.714844
	Iteration 48F: 3 clusters Score -607689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -167707.296875 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -167707.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -165395.984375 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -165396 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165748.218750 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -165748.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165866.625000 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -165866.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165929.984375 Penalty: 3631.309570
	Iteration 3Q: 3 clusters Score -165930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165958.734375 Penalty: 3631.309570
	Iteration 4Q: 3 clusters Score -165958.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165976.562500 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -165976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165985.671875 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -165985.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165994.812500 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -165994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166011.031250 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -166011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166028.531250 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -166028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166040.078125 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -166040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166047.109375 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -166047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -166054.515625 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -166054.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166062.593750 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -166062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -166071.937500 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -166071.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166083.750000 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -166083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -166088.953125 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -166089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166095.062500 Penalty: 3631.309570
	Iteration 17Q: 3 clusters Score -166095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166102.453125 Penalty: 3631.309570
	Iteration 18Q: 3 clusters Score -166102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -166107.734375 Penalty: 3631.309570
	Iteration 19Q: 3 clusters Score -166107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166110.484375 Penalty: 3631.309570
	Iteration 20F: 3 clusters Score -166110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166111.187500 Penalty: 3631.309570
	Iteration 21Q: 3 clusters Score -166111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166111.187500 Penalty: 3631.309570
	Iteration 22F: 3 clusters Score -166111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -460863.375000 Penalty: 2064.615723
	Iteration 0F: 2 clusters Score -460863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -456897.937500 Penalty: 4129.231445
	Iteration 0F: 3 clusters Score -456897.9 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -457856.625000 Penalty: 4129.231445
	Iteration 1F: 3 clusters Score -457856.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -458120.156250 Penalty: 4129.231445
	Iteration 2F: 3 clusters Score -458120.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -458310.625000 Penalty: 4129.231445
	Iteration 3F: 3 clusters Score -458310.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -458442.562500 Penalty: 4129.231445
	Iteration 4Q: 3 clusters Score -458442.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -458528.125000 Penalty: 4129.231445
	Iteration 5Q: 3 clusters Score -458528.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -458594.093750 Penalty: 4129.231445
	Iteration 6Q: 3 clusters Score -458594.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -458647.468750 Penalty: 4129.231445
	Iteration 7Q: 3 clusters Score -458647.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -458689.843750 Penalty: 4129.231445
	Iteration 8Q: 3 clusters Score -458689.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -458730.937500 Penalty: 4129.231445
	Iteration 9Q: 3 clusters Score -458730.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -458779.687500 Penalty: 4129.231445
	Iteration 10Q: 3 clusters Score -458779.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -458830.125000 Penalty: 4129.231445
	Iteration 11Q: 3 clusters Score -458830.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -458874.187500 Penalty: 4129.231445
	Iteration 12Q: 3 clusters Score -458874.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -458914.062500 Penalty: 4129.231445
	Iteration 13Q: 3 clusters Score -458914.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -458951.031250 Penalty: 4129.231445
	Iteration 14Q: 3 clusters Score -458951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -458985.906250 Penalty: 4129.231445
	Iteration 15Q: 3 clusters Score -458985.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -459017.750000 Penalty: 4129.231445
	Iteration 16Q: 3 clusters Score -459017.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -459049.343750 Penalty: 4129.231445
	Iteration 17Q: 3 clusters Score -459049.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -459089.406250 Penalty: 4129.231445
	Iteration 18Q: 3 clusters Score -459089.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -459135.156250 Penalty: 4129.231445
	Iteration 19Q: 3 clusters Score -459135.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -459173.531250 Penalty: 4129.231445
	Iteration 20F: 3 clusters Score -459173.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -459197.781250 Penalty: 4129.231445
	Iteration 21Q: 3 clusters Score -459197.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -459223.031250 Penalty: 4129.231445
	Iteration 22Q: 3 clusters Score -459223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -459245.968750 Penalty: 4129.231445
	Iteration 23Q: 3 clusters Score -459246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -459271.843750 Penalty: 4129.231445
	Iteration 24Q: 3 clusters Score -459271.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -459289.187500 Penalty: 4129.231445
	Iteration 25Q: 3 clusters Score -459289.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -459302.062500 Penalty: 4129.231445
	Iteration 26Q: 3 clusters Score -459302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -459314.375000 Penalty: 4129.231445
	Iteration 27Q: 3 clusters Score -459314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -459319.593750 Penalty: 4129.231445
	Iteration 28Q: 3 clusters Score -459319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -459322.687500 Penalty: 4129.231445
	Iteration 29Q: 3 clusters Score -459322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -459327.156250 Penalty: 4129.231445
	Iteration 30Q: 3 clusters Score -459327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -459330.781250 Penalty: 4129.231445
	Iteration 31Q: 3 clusters Score -459330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -459333.718750 Penalty: 4129.231445
	Iteration 32Q: 3 clusters Score -459333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -459335.718750 Penalty: 4129.231445
	Iteration 33Q: 3 clusters Score -459335.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -459338.843750 Penalty: 4129.231445
	Iteration 34Q: 3 clusters Score -459338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -459342.343750 Penalty: 4129.231445
	Iteration 35Q: 3 clusters Score -459342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -459345.156250 Penalty: 4129.231445
	Iteration 36Q: 3 clusters Score -459345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -459348.500000 Penalty: 4129.231445
	Iteration 37Q: 3 clusters Score -459348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -459350.656250 Penalty: 4129.231445
	Iteration 38Q: 3 clusters Score -459350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -459351.281250 Penalty: 4129.231445
	Iteration 39Q: 3 clusters Score -459351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -459355.906250 Penalty: 4129.231445
	Iteration 40F: 3 clusters Score -459355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -459362.343750 Penalty: 4129.231445
	Iteration 41Q: 3 clusters Score -459362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -459366.875000 Penalty: 4129.231445
	Iteration 42Q: 3 clusters Score -459366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -459370.656250 Penalty: 4129.231445
	Iteration 43Q: 3 clusters Score -459370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -459372.000000 Penalty: 4129.231445
	Iteration 44Q: 3 clusters Score -459372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -459373.093750 Penalty: 4129.231445
	Iteration 45Q: 3 clusters Score -459373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -459373.093750 Penalty: 4129.231445
	Iteration 46F: 3 clusters Score -459373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Entering Unmasked Estep 
Score: -2041524.125000 Penalty: 2429.259521
	Iteration 0F: 2 clusters Score -2041524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2028700.250000 Penalty: 4858.519043
	Iteration 0F: 3 clusters Score -2028700 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2033050.000000 Penalty: 4858.519043
	Iteration 1F: 3 clusters Score -2033050 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2033576.125000 Penalty: 4858.519043
	Iteration 2F: 3 clusters Score -2033576 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2034053.125000 Penalty: 4858.519043
	Iteration 3F: 3 clusters Score -2034053 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2034528.625000 Penalty: 4858.519043
	Iteration 4Q: 3 clusters Score -2034529 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2034950.000000 Penalty: 4858.519043
	Iteration 5Q: 3 clusters Score -2034950 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2035353.750000 Penalty: 4858.519043
	Iteration 6Q: 3 clusters Score -2035354 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2035727.750000 Penalty: 4858.519043
	Iteration 7Q: 3 clusters Score -2035728 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2036130 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2036493.875000 Penalty: 4858.519043
	Iteration 9Q: 3 clusters Score -2036494 nChanged 709
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2036835.250000 Penalty: 4858.519043
	Iteration 10Q: 3 clusters Score -2036835 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2037110.875000 Penalty: 4858.519043
	Iteration 11Q: 3 clusters Score -2037111 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2037371 nChanged 527
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2037597.625000 Penalty: 4858.519043
	Iteration 13Q: 3 clusters Score -2037598 nChanged 509
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2037822.750000 Penalty: 4858.519043
	Iteration 14Q: 3 clusters Score -2037823 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2037984.750000 Penalty: 4858.519043
	Iteration 15Q: 3 clusters Score -2037985 nChanged 363
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2038104.750000 Penalty: 4858.519043
	Iteration 16Q: 3 clusters Score -2038105 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2038194.625000 Penalty: 4858.519043
	Iteration 17Q: 3 clusters Score -2038195 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2038257.375000 Penalty: 4858.519043
	Iteration 18Q: 3 clusters Score -2038257 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2038294.375000 Penalty: 4858.519043
	Iteration 19Q: 3 clusters Score -2038294 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2038332.750000 Penalty: 4858.519043
	Iteration 20F: 3 clusters Score -2038333 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2038359.625000 Penalty: 4858.519043
	Iteration 21Q: 3 clusters Score -2038360 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2038380.625000 Penalty: 4858.519043
	Iteration 22Q: 3 clusters Score -2038381 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2038398.750000 Penalty: 4858.519043
	Iteration 23Q: 3 clusters Score -2038399 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2038425.500000 Penalty: 4858.519043
	Iteration 24Q: 3 clusters Score -2038426 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2038435.000000 Penalty: 4858.519043
	Iteration 25Q: 3 clusters Score -2038435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2038452.875000 Penalty: 4858.519043
	Iteration 26Q: 3 clusters Score -2038453 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2038468 nChanged 73
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Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2038475 nChanged 54
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Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2038485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2038489.875000 Penalty: 4858.519043
	Iteration 30Q: 3 clusters Score -2038490 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2038492.250000 Penalty: 4858.519043
	Iteration 31Q: 3 clusters Score -2038492 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2038495.625000 Penalty: 4858.519043
	Iteration 32Q: 3 clusters Score -2038496 nChanged 51
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Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2038501.625000 Penalty: 4858.519043
	Iteration 33Q: 3 clusters Score -2038502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2038506.375000 Penalty: 4858.519043
	Iteration 34Q: 3 clusters Score -2038506 nChanged 31
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Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2038508.250000 Penalty: 4858.519043
	Iteration 35Q: 3 clusters Score -2038508 nChanged 21
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Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2038513.125000 Penalty: 4858.519043
	Iteration 36Q: 3 clusters Score -2038513 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2038514 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2038516.750000 Penalty: 4858.519043
	Iteration 38Q: 3 clusters Score -2038517 nChanged 29
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Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2038523.875000 Penalty: 4858.519043
	Iteration 39Q: 3 clusters Score -2038524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2038528.750000 Penalty: 4858.519043
	Iteration 40F: 3 clusters Score -2038529 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2038523.500000 Penalty: 4858.519043
	Iteration 41Q: 3 clusters Score -2038524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2038529 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2038534.875000 Penalty: 4858.519043
	Iteration 43Q: 3 clusters Score -2038535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2038538.250000 Penalty: 4858.519043
	Iteration 44Q: 3 clusters Score -2038538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2038540.750000 Penalty: 4858.519043
	Iteration 45Q: 3 clusters Score -2038541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2038546.500000 Penalty: 4858.519043
	Iteration 46Q: 3 clusters Score -2038546 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2038547.000000 Penalty: 4858.519043
	Iteration 47Q: 3 clusters Score -2038547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2038559.000000 Penalty: 4858.519043
	Iteration 48Q: 3 clusters Score -2038559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2038560.375000 Penalty: 4858.519043
	Iteration 49Q: 3 clusters Score -2038560 nChanged 37
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2038568 nChanged 39
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Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2038569.250000 Penalty: 4858.519043
	Iteration 51Q: 3 clusters Score -2038569 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2038574.250000 Penalty: 4858.519043
	Iteration 52Q: 3 clusters Score -2038574 nChanged 38
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2038584.125000 Penalty: 4858.519043
	Iteration 53Q: 3 clusters Score -2038584 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2038582.125000 Penalty: 4858.519043
	Iteration 54Q: 3 clusters Score -2038582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2038587.125000 Penalty: 4858.519043
	Iteration 55Q: 3 clusters Score -2038587 nChanged 29
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Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2038595.000000 Penalty: 4858.519043
	Iteration 56Q: 3 clusters Score -2038595 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2038592.750000 Penalty: 4858.519043
	Iteration 57Q: 3 clusters Score -2038593 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2038599.875000 Penalty: 4858.519043
	Iteration 58Q: 3 clusters Score -2038600 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2038604.875000 Penalty: 4858.519043
	Iteration 59Q: 3 clusters Score -2038605 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2038604.500000 Penalty: 4858.519043
	Iteration 60F: 3 clusters Score -2038604 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2038611.375000 Penalty: 4858.519043
	Iteration 61Q: 3 clusters Score -2038611 nChanged 17
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Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2038610.875000 Penalty: 4858.519043
	Iteration 62Q: 3 clusters Score -2038611 nChanged 19
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2038616.500000 Penalty: 4858.519043
	Iteration 63Q: 3 clusters Score -2038616 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2038612.625000 Penalty: 4858.519043
	Iteration 64Q: 3 clusters Score -2038613 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2038614.250000 Penalty: 4858.519043
	Iteration 65Q: 3 clusters Score -2038614 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2038615.250000 Penalty: 4858.519043
	Iteration 66Q: 3 clusters Score -2038615 nChanged 9
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Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2038614.125000 Penalty: 4858.519043
	Iteration 67Q: 3 clusters Score -2038614 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2038614.875000 Penalty: 4858.519043
	Iteration 68Q: 3 clusters Score -2038615 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2038618.875000 Penalty: 4858.519043
	Iteration 69Q: 3 clusters Score -2038619 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2038618.250000 Penalty: 4858.519043
	Iteration 70Q: 3 clusters Score -2038618 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2038619.125000 Penalty: 4858.519043
	Iteration 71Q: 3 clusters Score -2038619 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2038616.000000 Penalty: 4858.519043
	Iteration 72Q: 3 clusters Score -2038616 nChanged 18
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Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2038617 nChanged 19
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Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2038621.000000 Penalty: 4858.519043
	Iteration 74Q: 3 clusters Score -2038621 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2038619.250000 Penalty: 4858.519043
	Iteration 75Q: 3 clusters Score -2038619 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2038616.875000 Penalty: 4858.519043
	Iteration 76Q: 3 clusters Score -2038617 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2038621.000000 Penalty: 4858.519043
	Iteration 77Q: 3 clusters Score -2038621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2038620.875000 Penalty: 4858.519043
	Iteration 78Q: 3 clusters Score -2038621 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2038622.875000 Penalty: 4858.519043
	Iteration 79Q: 3 clusters Score -2038623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2038623.875000 Penalty: 4858.519043
	Iteration 80F: 3 clusters Score -2038624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2038633.625000 Penalty: 4858.519043
	Iteration 81Q: 3 clusters Score -2038634 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2038636.500000 Penalty: 4858.519043
	Iteration 82Q: 3 clusters Score -2038636 nChanged 15
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Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2038635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2038635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2038638.875000 Penalty: 4858.519043
	Iteration 85Q: 3 clusters Score -2038639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2038638.750000 Penalty: 4858.519043
	Iteration 86Q: 3 clusters Score -2038639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2038640.625000 Penalty: 4858.519043
	Iteration 87Q: 3 clusters Score -2038641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2038643.875000 Penalty: 4858.519043
	Iteration 88Q: 3 clusters Score -2038644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2038647.875000 Penalty: 4858.519043
	Iteration 89Q: 3 clusters Score -2038648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2038654.750000 Penalty: 4858.519043
	Iteration 90Q: 3 clusters Score -2038655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2038650.875000 Penalty: 4858.519043
	Iteration 91Q: 3 clusters Score -2038651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2038652.000000 Penalty: 4858.519043
	Iteration 92Q: 3 clusters Score -2038652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2038656.500000 Penalty: 4858.519043
	Iteration 93Q: 3 clusters Score -2038656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2038660.750000 Penalty: 4858.519043
	Iteration 94Q: 3 clusters Score -2038661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2038664.625000 Penalty: 4858.519043
	Iteration 95Q: 3 clusters Score -2038665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2038662.250000 Penalty: 4858.519043
	Iteration 96Q: 3 clusters Score -2038662 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2038678.875000 Penalty: 4858.519043
	Iteration 97Q: 3 clusters Score -2038679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2038690 nChanged 40
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Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2038703 nChanged 47
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Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2038710 nChanged 45
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Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2038718 nChanged 34
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Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2038720 nChanged 35
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Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2038729 nChanged 38
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Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2038730 nChanged 46
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Mstep: Class 1 contains 9832 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2038736 nChanged 45
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Mstep: Class 1 contains 9877 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2038741 nChanged 54
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Mstep: Class 1 contains 9931 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2038753 nChanged 74
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Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2038758 nChanged 82
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Mstep: Class 1 contains 10085 members 
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Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 7762 members 
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Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10439 members 
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	Iteration 115Q: 3 clusters Score -2038843 nChanged 154
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Mstep: Class 2 contains 7360 members 
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Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7040 members 
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Mstep: Class 2 contains 6858 members 
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Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2039049 nChanged 199
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Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6468 members 
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Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 6278 members 
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Mstep: Class 1 contains 11871 members 
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	Iteration 126Q: 3 clusters Score -2039379 nChanged 210
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Mstep: Class 2 contains 5043 members 
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Mstep: Class 2 contains 4842 members 
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	Iteration 131Q: 3 clusters Score -2039694 nChanged 210
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Mstep: Class 1 contains 13734 members 
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	Iteration 132Q: 3 clusters Score -2039780 nChanged 207
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Mstep: Class 2 contains 4010 members 
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	Iteration 136Q: 3 clusters Score -2040039 nChanged 172
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Mstep: Class 2 contains 3090 members 
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	Iteration 138Q: 3 clusters Score -2040167 nChanged 186
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Mstep: Class 1 contains 15047 members 
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Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2040300 nChanged 154
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Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2040353 nChanged 127
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Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2469 members 
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	Iteration 142Q: 3 clusters Score -2040390 nChanged 115
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Mstep: Class 1 contains 15595 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2040436 nChanged 106
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Mstep: Class 1 contains 15699 members 
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	Iteration 144Q: 3 clusters Score -2040470 nChanged 88
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Mstep: Class 1 contains 15787 members 
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	Iteration 145Q: 3 clusters Score -2040496 nChanged 71
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Mstep: Class 1 contains 15858 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2040518 nChanged 62
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Mstep: Class 1 contains 15920 members 
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	Iteration 147Q: 3 clusters Score -2040541 nChanged 56
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	Iteration 148Q: 3 clusters Score -2040553 nChanged 38
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	Iteration 149Q: 3 clusters Score -2040566 nChanged 30
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Mstep: Class 1 contains 16038 members 
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	Iteration 150Q: 3 clusters Score -2040571 nChanged 19
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	Iteration 151Q: 3 clusters Score -2040577 nChanged 13
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Mstep: Class 1 contains 16070 members 
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	Iteration 152Q: 3 clusters Score -2040580 nChanged 15
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	Iteration 153Q: 3 clusters Score -2040579 nChanged 7
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Mstep: Class 1 contains 16092 members 
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	Iteration 154Q: 3 clusters Score -2040579 nChanged 9
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	Iteration 155Q: 3 clusters Score -2040582 nChanged 6
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	Iteration 156Q: 3 clusters Score -2040582 nChanged 9
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	Iteration 157Q: 3 clusters Score -2040584 nChanged 15
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	Iteration 158Q: 3 clusters Score -2040589 nChanged 12
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	Iteration 159Q: 3 clusters Score -2040593 nChanged 11
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	Iteration 160F: 3 clusters Score -2040602 nChanged 9
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	Iteration 161Q: 3 clusters Score -2040604 nChanged 6
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	Iteration 162Q: 3 clusters Score -2040602 nChanged 6
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	Iteration 163Q: 3 clusters Score -2040604 nChanged 7
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	Iteration 164Q: 3 clusters Score -2040604 nChanged 8
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	Iteration 165Q: 3 clusters Score -2040610 nChanged 8
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	Iteration 166Q: 3 clusters Score -2040614 nChanged 11
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	Iteration 167Q: 3 clusters Score -2040611 nChanged 12
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	Iteration 168Q: 3 clusters Score -2040613 nChanged 11
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	Iteration 169Q: 3 clusters Score -2040615 nChanged 13
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	Iteration 170Q: 3 clusters Score -2040616 nChanged 15
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	Iteration 171Q: 3 clusters Score -2040624 nChanged 11
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	Iteration 172Q: 3 clusters Score -2040624 nChanged 13
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	Iteration 173Q: 3 clusters Score -2040626 nChanged 9
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	Iteration 174Q: 3 clusters Score -2040631 nChanged 11
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	Iteration 175Q: 3 clusters Score -2040632 nChanged 12
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	Iteration 176Q: 3 clusters Score -2040633 nChanged 11
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	Iteration 177Q: 3 clusters Score -2040640 nChanged 5
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	Iteration 178Q: 3 clusters Score -2040640 nChanged 8
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	Iteration 179Q: 3 clusters Score -2040644 nChanged 12
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	Iteration 180F: 3 clusters Score -2040650 nChanged 14
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2040650 nChanged 13
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	Iteration 182Q: 3 clusters Score -2040655 nChanged 15
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	Iteration 183Q: 3 clusters Score -2040654 nChanged 12
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	Iteration 184Q: 3 clusters Score -2040656 nChanged 14
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	Iteration 185Q: 3 clusters Score -2040660 nChanged 8
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	Iteration 186Q: 3 clusters Score -2040663 nChanged 11
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	Iteration 187Q: 3 clusters Score -2040669 nChanged 9
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	Iteration 188Q: 3 clusters Score -2040676 nChanged 6
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	Iteration 189Q: 3 clusters Score -2040675 nChanged 4
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	Iteration 190Q: 3 clusters Score -2040676 nChanged 4
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	Iteration 191Q: 3 clusters Score -2040679 nChanged 2
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Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2040678.000000 Penalty: 4858.519043
	Iteration 192Q: 3 clusters Score -2040678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2040679.250000 Penalty: 4858.519043
	Iteration 193Q: 3 clusters Score -2040679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2040679.125000 Penalty: 4858.519043
	Iteration 194Q: 3 clusters Score -2040679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2040680.500000 Penalty: 4858.519043
	Iteration 195Q: 3 clusters Score -2040680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2040680.500000 Penalty: 4858.519043
	Iteration 196F: 3 clusters Score -2040680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Entering Unmasked Estep 
Score: -2818659.750000 Penalty: 2509.582520
	Iteration 0F: 2 clusters Score -2818660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2801447.500000 Penalty: 5019.165039
	Iteration 0F: 3 clusters Score -2801448 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2807360.500000 Penalty: 5019.165039
	Iteration 1F: 3 clusters Score -2807360 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2807754.250000 Penalty: 5019.165039
	Iteration 2F: 3 clusters Score -2807754 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2808066.750000 Penalty: 5019.165039
	Iteration 3Q: 3 clusters Score -2808067 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2808330.250000 Penalty: 5019.165039
	Iteration 4Q: 3 clusters Score -2808330 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2808606.000000 Penalty: 5019.165039
	Iteration 5Q: 3 clusters Score -2808606 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2808963.750000 Penalty: 5019.165039
	Iteration 6Q: 3 clusters Score -2808964 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2809398.000000 Penalty: 5019.165039
	Iteration 7Q: 3 clusters Score -2809398 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2809972.000000 Penalty: 5019.165039
	Iteration 8Q: 3 clusters Score -2809972 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2810691.000000 Penalty: 5019.165039
	Iteration 9Q: 3 clusters Score -2810691 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2811472.500000 Penalty: 5019.165039
	Iteration 10F: 3 clusters Score -2811472 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2812455.500000 Penalty: 5019.165039
	Iteration 11F: 3 clusters Score -2812456 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2813489.750000 Penalty: 5019.165039
	Iteration 12F: 3 clusters Score -2813490 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2814459.500000 Penalty: 5019.165039
	Iteration 13Q: 3 clusters Score -2814460 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2815219.500000 Penalty: 5019.165039
	Iteration 14Q: 3 clusters Score -2815220 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2815743.500000 Penalty: 5019.165039
	Iteration 15Q: 3 clusters Score -2815744 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2816043.000000 Penalty: 5019.165039
	Iteration 16Q: 3 clusters Score -2816043 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2816179.500000 Penalty: 5019.165039
	Iteration 17Q: 3 clusters Score -2816180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2816262.500000 Penalty: 5019.165039
	Iteration 18Q: 3 clusters Score -2816262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2816322.000000 Penalty: 5019.165039
	Iteration 19Q: 3 clusters Score -2816322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2816373.000000 Penalty: 5019.165039
	Iteration 20F: 3 clusters Score -2816373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2816419.750000 Penalty: 5019.165039
	Iteration 21Q: 3 clusters Score -2816420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2816449.250000 Penalty: 5019.165039
	Iteration 22Q: 3 clusters Score -2816449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2816461.250000 Penalty: 5019.165039
	Iteration 23Q: 3 clusters Score -2816461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2816473.250000 Penalty: 5019.165039
	Iteration 24Q: 3 clusters Score -2816473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2816482.250000 Penalty: 5019.165039
	Iteration 25Q: 3 clusters Score -2816482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2816482.000000 Penalty: 5019.165039
	Iteration 26Q: 3 clusters Score -2816482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2816481.500000 Penalty: 5019.165039
	Iteration 27Q: 3 clusters Score -2816482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2816486.500000 Penalty: 5019.165039
	Iteration 28Q: 3 clusters Score -2816486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2816489.750000 Penalty: 5019.165039
	Iteration 29Q: 3 clusters Score -2816490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2816490.750000 Penalty: 5019.165039
	Iteration 30Q: 3 clusters Score -2816491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2816491.000000 Penalty: 5019.165039
	Iteration 31Q: 3 clusters Score -2816491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2816491.000000 Penalty: 5019.165039
	Iteration 32F: 3 clusters Score -2816491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (247312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247312 members 
Entering Unmasked Estep 
Score: -27886746.000000 Penalty: 3079.764648
	Iteration 0F: 2 clusters Score -2.788675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 123472 members 
Entering Unmasked Estep 
Score: -27732856.000000 Penalty: 6159.529297
	Iteration 0F: 3 clusters Score -2.773286e+07 nChanged 119620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128638 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -27803374.000000 Penalty: 6159.529297
	Iteration 1F: 3 clusters Score -2.780337e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -27804432.000000 Penalty: 6159.529297
	Iteration 2Q: 3 clusters Score -2.780443e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135777 members 
Mstep: Class 2 contains 111535 members 
Entering Unmasked Estep 
Score: -27805854.000000 Penalty: 6159.529297
	Iteration 3Q: 3 clusters Score -2.780585e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142307 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -27808058.000000 Penalty: 6159.529297
	Iteration 4Q: 3 clusters Score -2.780806e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -27812310.000000 Penalty: 6159.529297
	Iteration 5Q: 3 clusters Score -2.781231e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -27820094.000000 Penalty: 6159.529297
	Iteration 6F: 3 clusters Score -2.782009e+07 nChanged 19664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186202 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -27834458.000000 Penalty: 6159.529297
	Iteration 7F: 3 clusters Score -2.783446e+07 nChanged 22635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208813 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -27855414.000000 Penalty: 6159.529297
	Iteration 8F: 3 clusters Score -2.785541e+07 nChanged 20236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229047 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -27872994.000000 Penalty: 6159.529297
	Iteration 9F: 3 clusters Score -2.787299e+07 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240914 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -27880282.000000 Penalty: 6159.529297
	Iteration 10Q: 3 clusters Score -2.788028e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245366 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -27882968.000000 Penalty: 6159.529297
	Iteration 11Q: 3 clusters Score -2.788297e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246624 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -27883718.000000 Penalty: 6159.529297
	Iteration 12Q: 3 clusters Score -2.788372e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246932 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -27883928.000000 Penalty: 6159.529297
	Iteration 13Q: 3 clusters Score -2.788393e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247013 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27884012.000000 Penalty: 6159.529297
	Iteration 14Q: 3 clusters Score -2.788401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247055 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27884066.000000 Penalty: 6159.529297
	Iteration 15Q: 3 clusters Score -2.788407e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247071 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27884082.000000 Penalty: 6159.529297
	Iteration 16Q: 3 clusters Score -2.788408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247081 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27884100.000000 Penalty: 6159.529297
	Iteration 17Q: 3 clusters Score -2.78841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247090 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27884148.000000 Penalty: 6159.529297
	Iteration 18Q: 3 clusters Score -2.788415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247097 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27884158.000000 Penalty: 6159.529297
	Iteration 19Q: 3 clusters Score -2.788416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247097 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27884180.000000 Penalty: 6159.529297
	Iteration 20F: 3 clusters Score -2.788418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247099 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27884168.000000 Penalty: 6159.529297
	Iteration 21Q: 3 clusters Score -2.788417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247099 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27884178.000000 Penalty: 6159.529297
	Iteration 22Q: 3 clusters Score -2.788418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247100 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27884172.000000 Penalty: 6159.529297
	Iteration 23Q: 3 clusters Score -2.788417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247101 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27884178.000000 Penalty: 6159.529297
	Iteration 24Q: 3 clusters Score -2.788418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247099 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27884178.000000 Penalty: 6159.529297
	Iteration 25Q: 3 clusters Score -2.788418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247099 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27884172.000000 Penalty: 6159.529297
	Iteration 26Q: 3 clusters Score -2.788417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247099 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27884172.000000 Penalty: 6159.529297
	Iteration 27F: 3 clusters Score -2.788417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239318 members 
Entering Unmasked Estep 
Score: -26810940.000000 Penalty: 3071.615967
	Iteration 0F: 2 clusters Score -2.681094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 119537 members 
Entering Unmasked Estep 
Score: -26658900.000000 Penalty: 6143.231934
	Iteration 0F: 3 clusters Score -2.66589e+07 nChanged 115687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -26727372.000000 Penalty: 6143.231934
	Iteration 1F: 3 clusters Score -2.672737e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125068 members 
Mstep: Class 2 contains 114250 members 
Entering Unmasked Estep 
Score: -26728936.000000 Penalty: 6143.231934
	Iteration 2Q: 3 clusters Score -2.672894e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128076 members 
Mstep: Class 2 contains 111242 members 
Entering Unmasked Estep 
Score: -26730538.000000 Penalty: 6143.231934
	Iteration 3Q: 3 clusters Score -2.673054e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 2 contains 106908 members 
Entering Unmasked Estep 
Score: -26732524.000000 Penalty: 6143.231934
	Iteration 4Q: 3 clusters Score -2.673252e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138562 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -26735864.000000 Penalty: 6143.231934
	Iteration 5Q: 3 clusters Score -2.673586e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147379 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -26740580.000000 Penalty: 6143.231934
	Iteration 6Q: 3 clusters Score -2.674058e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -26747518.000000 Penalty: 6143.231934
	Iteration 7F: 3 clusters Score -2.674752e+07 nChanged 15888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -26758012.000000 Penalty: 6143.231934
	Iteration 8F: 3 clusters Score -2.675801e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191987 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -26771420.000000 Penalty: 6143.231934
	Iteration 9F: 3 clusters Score -2.677142e+07 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208575 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -26786074.000000 Penalty: 6143.231934
	Iteration 10F: 3 clusters Score -2.678607e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221956 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -26798180.000000 Penalty: 6143.231934
	Iteration 11F: 3 clusters Score -2.679818e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230636 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -26803544.000000 Penalty: 6143.231934
	Iteration 12Q: 3 clusters Score -2.680354e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235197 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -26806078.000000 Penalty: 6143.231934
	Iteration 13Q: 3 clusters Score -2.680608e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237278 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -26807266.000000 Penalty: 6143.231934
	Iteration 14Q: 3 clusters Score -2.680727e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238175 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -26807852.000000 Penalty: 6143.231934
	Iteration 15Q: 3 clusters Score -2.680785e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238573 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -26807960.000000 Penalty: 6143.231934
	Iteration 16Q: 3 clusters Score -2.680796e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238740 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -26808100.000000 Penalty: 6143.231934
	Iteration 17Q: 3 clusters Score -2.68081e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238833 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -26808170.000000 Penalty: 6143.231934
	Iteration 18Q: 3 clusters Score -2.680817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238869 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -26808212.000000 Penalty: 6143.231934
	Iteration 19Q: 3 clusters Score -2.680821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238898 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26808240.000000 Penalty: 6143.231934
	Iteration 20F: 3 clusters Score -2.680824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238917 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26808250.000000 Penalty: 6143.231934
	Iteration 21Q: 3 clusters Score -2.680825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238928 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26808272.000000 Penalty: 6143.231934
	Iteration 22Q: 3 clusters Score -2.680827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238935 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -26808318.000000 Penalty: 6143.231934
	Iteration 23Q: 3 clusters Score -2.680832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238946 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26808302.000000 Penalty: 6143.231934
	Iteration 24Q: 3 clusters Score -2.68083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238955 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26808324.000000 Penalty: 6143.231934
	Iteration 25Q: 3 clusters Score -2.680832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238958 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26808324.000000 Penalty: 6143.231934
	Iteration 26Q: 3 clusters Score -2.680832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238960 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26808322.000000 Penalty: 6143.231934
	Iteration 27Q: 3 clusters Score -2.680832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238966 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26808328.000000 Penalty: 6143.231934
	Iteration 28Q: 3 clusters Score -2.680833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238972 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26808342.000000 Penalty: 6143.231934
	Iteration 29Q: 3 clusters Score -2.680834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238976 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26808344.000000 Penalty: 6143.231934
	Iteration 30Q: 3 clusters Score -2.680834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238978 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26808362.000000 Penalty: 6143.231934
	Iteration 31Q: 3 clusters Score -2.680836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238978 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26808360.000000 Penalty: 6143.231934
	Iteration 32Q: 3 clusters Score -2.680836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238979 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26808356.000000 Penalty: 6143.231934
	Iteration 33Q: 3 clusters Score -2.680836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238980 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26808364.000000 Penalty: 6143.231934
	Iteration 34Q: 3 clusters Score -2.680836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238980 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26808364.000000 Penalty: 6143.231934
	Iteration 35F: 3 clusters Score -2.680836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Entering Unmasked Estep 
Score: -4590230.500000 Penalty: 2631.566162
	Iteration 0F: 2 clusters Score -4590230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4562612.500000 Penalty: 5263.132324
	Iteration 0F: 3 clusters Score -4562612 nChanged 18508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4572988.500000 Penalty: 5263.132324
	Iteration 1F: 3 clusters Score -4572988 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4573728.500000 Penalty: 5263.132324
	Iteration 2Q: 3 clusters Score -4573728 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4574689.000000 Penalty: 5263.132324
	Iteration 3Q: 3 clusters Score -4574689 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -4576001.500000 Penalty: 5263.132324
	Iteration 4Q: 3 clusters Score -4576002 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4577434.500000 Penalty: 5263.132324
	Iteration 5F: 3 clusters Score -4577434 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4578918.500000 Penalty: 5263.132324
	Iteration 6F: 3 clusters Score -4578918 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4580515.500000 Penalty: 5263.132324
	Iteration 7F: 3 clusters Score -4580516 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4582105.500000 Penalty: 5263.132324
	Iteration 8F: 3 clusters Score -4582106 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4583540.000000 Penalty: 5263.132324
	Iteration 9F: 3 clusters Score -4583540 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4584544.500000 Penalty: 5263.132324
	Iteration 10Q: 3 clusters Score -4584544 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -4585198.000000 Penalty: 5263.132324
	Iteration 11Q: 3 clusters Score -4585198 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4585609.500000 Penalty: 5263.132324
	Iteration 12Q: 3 clusters Score -4585610 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4585945.500000 Penalty: 5263.132324
	Iteration 13Q: 3 clusters Score -4585946 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4586224.000000 Penalty: 5263.132324
	Iteration 14Q: 3 clusters Score -4586224 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4586495.000000 Penalty: 5263.132324
	Iteration 15Q: 3 clusters Score -4586495 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4586666.000000 Penalty: 5263.132324
	Iteration 16Q: 3 clusters Score -4586666 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4586803.000000 Penalty: 5263.132324
	Iteration 17Q: 3 clusters Score -4586803 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -4586929.500000 Penalty: 5263.132324
	Iteration 18Q: 3 clusters Score -4586930 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4587017.500000 Penalty: 5263.132324
	Iteration 19Q: 3 clusters Score -4587018 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4587104.500000 Penalty: 5263.132324
	Iteration 20F: 3 clusters Score -4587104 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -4587183.500000 Penalty: 5263.132324
	Iteration 21Q: 3 clusters Score -4587184 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4587257.000000 Penalty: 5263.132324
	Iteration 22Q: 3 clusters Score -4587257 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -4587303.500000 Penalty: 5263.132324
	Iteration 23Q: 3 clusters Score -4587304 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -4587356.000000 Penalty: 5263.132324
	Iteration 24Q: 3 clusters Score -4587356 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4587400.000000 Penalty: 5263.132324
	Iteration 25Q: 3 clusters Score -4587400 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4587447.000000 Penalty: 5263.132324
	Iteration 26Q: 3 clusters Score -4587447 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4587486.500000 Penalty: 5263.132324
	Iteration 27Q: 3 clusters Score -4587486 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4587517.500000 Penalty: 5263.132324
	Iteration 28Q: 3 clusters Score -4587518 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -4587568.500000 Penalty: 5263.132324
	Iteration 29Q: 3 clusters Score -4587568 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4587607.000000 Penalty: 5263.132324
	Iteration 30Q: 3 clusters Score -4587607 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -4587627.500000 Penalty: 5263.132324
	Iteration 31Q: 3 clusters Score -4587628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4587665.000000 Penalty: 5263.132324
	Iteration 32Q: 3 clusters Score -4587665 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4587705.000000 Penalty: 5263.132324
	Iteration 33Q: 3 clusters Score -4587705 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4587764.500000 Penalty: 5263.132324
	Iteration 34Q: 3 clusters Score -4587764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4587807.500000 Penalty: 5263.132324
	Iteration 35Q: 3 clusters Score -4587808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4587841.500000 Penalty: 5263.132324
	Iteration 36Q: 3 clusters Score -4587842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4587885.500000 Penalty: 5263.132324
	Iteration 37Q: 3 clusters Score -4587886 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -4587918.500000 Penalty: 5263.132324
	Iteration 38Q: 3 clusters Score -4587918 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4587951.500000 Penalty: 5263.132324
	Iteration 39Q: 3 clusters Score -4587952 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4587993.500000 Penalty: 5263.132324
	Iteration 40F: 3 clusters Score -4587994 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4588061.000000 Penalty: 5263.132324
	Iteration 41Q: 3 clusters Score -4588061 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4588072.500000 Penalty: 5263.132324
	Iteration 42Q: 3 clusters Score -4588072 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4588094.500000 Penalty: 5263.132324
	Iteration 43Q: 3 clusters Score -4588094 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -4588122.500000 Penalty: 5263.132324
	Iteration 44Q: 3 clusters Score -4588122 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4588165.000000 Penalty: 5263.132324
	Iteration 45Q: 3 clusters Score -4588165 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4588197.500000 Penalty: 5263.132324
	Iteration 46Q: 3 clusters Score -4588198 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4588240.000000 Penalty: 5263.132324
	Iteration 47Q: 3 clusters Score -4588240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4588289.000000 Penalty: 5263.132324
	Iteration 48Q: 3 clusters Score -4588289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4588309.000000 Penalty: 5263.132324
	Iteration 49Q: 3 clusters Score -4588309 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4588344.500000 Penalty: 5263.132324
	Iteration 50Q: 3 clusters Score -4588344 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4588367.000000 Penalty: 5263.132324
	Iteration 51Q: 3 clusters Score -4588367 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4588371.000000 Penalty: 5263.132324
	Iteration 52Q: 3 clusters Score -4588371 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4588407.500000 Penalty: 5263.132324
	Iteration 53Q: 3 clusters Score -4588408 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4588435.000000 Penalty: 5263.132324
	Iteration 54Q: 3 clusters Score -4588435 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4588465.000000 Penalty: 5263.132324
	Iteration 55Q: 3 clusters Score -4588465 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4588486.000000 Penalty: 5263.132324
	Iteration 56Q: 3 clusters Score -4588486 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4588503.500000 Penalty: 5263.132324
	Iteration 57Q: 3 clusters Score -4588504 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4588512.500000 Penalty: 5263.132324
	Iteration 58Q: 3 clusters Score -4588512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -4588527.000000 Penalty: 5263.132324
	Iteration 59Q: 3 clusters Score -4588527 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4588551.000000 Penalty: 5263.132324
	Iteration 60F: 3 clusters Score -4588551 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4588576.000000 Penalty: 5263.132324
	Iteration 61Q: 3 clusters Score -4588576 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4588598.000000 Penalty: 5263.132324
	Iteration 62Q: 3 clusters Score -4588598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4588622.000000 Penalty: 5263.132324
	Iteration 63Q: 3 clusters Score -4588622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4588646.000000 Penalty: 5263.132324
	Iteration 64Q: 3 clusters Score -4588646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4588652.000000 Penalty: 5263.132324
	Iteration 65Q: 3 clusters Score -4588652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4588678.500000 Penalty: 5263.132324
	Iteration 66Q: 3 clusters Score -4588678 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4588695.000000 Penalty: 5263.132324
	Iteration 67Q: 3 clusters Score -4588695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4588697.500000 Penalty: 5263.132324
	Iteration 68Q: 3 clusters Score -4588698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4588727.000000 Penalty: 5263.132324
	Iteration 69Q: 3 clusters Score -4588727 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4588735.000000 Penalty: 5263.132324
	Iteration 70Q: 3 clusters Score -4588735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4588727.500000 Penalty: 5263.132324
	Iteration 71Q: 3 clusters Score -4588728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4588751.500000 Penalty: 5263.132324
	Iteration 72Q: 3 clusters Score -4588752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4588760.500000 Penalty: 5263.132324
	Iteration 73Q: 3 clusters Score -4588760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4588764.000000 Penalty: 5263.132324
	Iteration 74Q: 3 clusters Score -4588764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4588762.500000 Penalty: 5263.132324
	Iteration 75Q: 3 clusters Score -4588762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4588778.500000 Penalty: 5263.132324
	Iteration 76Q: 3 clusters Score -4588778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4588781.500000 Penalty: 5263.132324
	Iteration 77Q: 3 clusters Score -4588782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4588805.000000 Penalty: 5263.132324
	Iteration 78Q: 3 clusters Score -4588805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4588796.500000 Penalty: 5263.132324
	Iteration 79Q: 3 clusters Score -4588796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4588802.500000 Penalty: 5263.132324
	Iteration 80F: 3 clusters Score -4588802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4588799.000000 Penalty: 5263.132324
	Iteration 81Q: 3 clusters Score -4588799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4588803.500000 Penalty: 5263.132324
	Iteration 82Q: 3 clusters Score -4588804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4588813.500000 Penalty: 5263.132324
	Iteration 83Q: 3 clusters Score -4588814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4588817.500000 Penalty: 5263.132324
	Iteration 84Q: 3 clusters Score -4588818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4588822.500000 Penalty: 5263.132324
	Iteration 85Q: 3 clusters Score -4588822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4588831.500000 Penalty: 5263.132324
	Iteration 86Q: 3 clusters Score -4588832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4588841.500000 Penalty: 5263.132324
	Iteration 87Q: 3 clusters Score -4588842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4588844.000000 Penalty: 5263.132324
	Iteration 88Q: 3 clusters Score -4588844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4588851.500000 Penalty: 5263.132324
	Iteration 89Q: 3 clusters Score -4588852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4588853.000000 Penalty: 5263.132324
	Iteration 90Q: 3 clusters Score -4588853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4588860.500000 Penalty: 5263.132324
	Iteration 91Q: 3 clusters Score -4588860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4588858.000000 Penalty: 5263.132324
	Iteration 92Q: 3 clusters Score -4588858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4588872.500000 Penalty: 5263.132324
	Iteration 93Q: 3 clusters Score -4588872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -4588881.000000 Penalty: 5263.132324
	Iteration 94Q: 3 clusters Score -4588881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4588876.500000 Penalty: 5263.132324
	Iteration 95Q: 3 clusters Score -4588876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4588883.000000 Penalty: 5263.132324
	Iteration 96Q: 3 clusters Score -4588883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4588894.500000 Penalty: 5263.132324
	Iteration 97Q: 3 clusters Score -4588894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4588892.000000 Penalty: 5263.132324
	Iteration 98Q: 3 clusters Score -4588892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4588896.500000 Penalty: 5263.132324
	Iteration 99Q: 3 clusters Score -4588896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4588892.000000 Penalty: 5263.132324
	Iteration 100F: 3 clusters Score -4588892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4588892.500000 Penalty: 5263.132324
	Iteration 101Q: 3 clusters Score -4588892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4588891.000000 Penalty: 5263.132324
	Iteration 102Q: 3 clusters Score -4588891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -4588886.500000 Penalty: 5263.132324
	Iteration 103Q: 3 clusters Score -4588886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4588888.500000 Penalty: 5263.132324
	Iteration 104Q: 3 clusters Score -4588888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4588892.500000 Penalty: 5263.132324
	Iteration 105Q: 3 clusters Score -4588892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4588894.000000 Penalty: 5263.132324
	Iteration 106Q: 3 clusters Score -4588894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4588899.000000 Penalty: 5263.132324
	Iteration 107Q: 3 clusters Score -4588899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4588886.500000 Penalty: 5263.132324
	Iteration 108Q: 3 clusters Score -4588886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4588890.000000 Penalty: 5263.132324
	Iteration 109Q: 3 clusters Score -4588890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4588888.500000 Penalty: 5263.132324
	Iteration 110Q: 3 clusters Score -4588888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -4588891.500000 Penalty: 5263.132324
	Iteration 111Q: 3 clusters Score -4588892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -4588901.000000 Penalty: 5263.132324
	Iteration 112Q: 3 clusters Score -4588901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -4588909.000000 Penalty: 5263.132324
	Iteration 113Q: 3 clusters Score -4588909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -4588912.500000 Penalty: 5263.132324
	Iteration 114Q: 3 clusters Score -4588912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4588912.000000 Penalty: 5263.132324
	Iteration 115Q: 3 clusters Score -4588912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4588909.000000 Penalty: 5263.132324
	Iteration 116Q: 3 clusters Score -4588909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -4588904.000000 Penalty: 5263.132324
	Iteration 117Q: 3 clusters Score -4588904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4588908.000000 Penalty: 5263.132324
	Iteration 118Q: 3 clusters Score -4588908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4588913.000000 Penalty: 5263.132324
	Iteration 119Q: 3 clusters Score -4588913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4588907.000000 Penalty: 5263.132324
	Iteration 120F: 3 clusters Score -4588907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4588901.000000 Penalty: 5263.132324
	Iteration 121Q: 3 clusters Score -4588901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4588910.000000 Penalty: 5263.132324
	Iteration 122Q: 3 clusters Score -4588910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4588921.500000 Penalty: 5263.132324
	Iteration 123Q: 3 clusters Score -4588922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4588919.000000 Penalty: 5263.132324
	Iteration 124Q: 3 clusters Score -4588919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4588928.500000 Penalty: 5263.132324
	Iteration 125Q: 3 clusters Score -4588928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4588932.500000 Penalty: 5263.132324
	Iteration 126Q: 3 clusters Score -4588932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4588936.000000 Penalty: 5263.132324
	Iteration 127Q: 3 clusters Score -4588936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4588937.000000 Penalty: 5263.132324
	Iteration 128Q: 3 clusters Score -4588937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4588936.500000 Penalty: 5263.132324
	Iteration 129Q: 3 clusters Score -4588936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4588936.500000 Penalty: 5263.132324
	Iteration 130Q: 3 clusters Score -4588936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4588935.000000 Penalty: 5263.132324
	Iteration 131Q: 3 clusters Score -4588935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4588935.500000 Penalty: 5263.132324
	Iteration 132Q: 3 clusters Score -4588936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4588934.500000 Penalty: 5263.132324
	Iteration 133Q: 3 clusters Score -4588934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4588931.500000 Penalty: 5263.132324
	Iteration 134Q: 3 clusters Score -4588932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4588933.000000 Penalty: 5263.132324
	Iteration 135Q: 3 clusters Score -4588933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4588938.500000 Penalty: 5263.132324
	Iteration 136Q: 3 clusters Score -4588938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4588932.000000 Penalty: 5263.132324
	Iteration 137Q: 3 clusters Score -4588932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4588929.000000 Penalty: 5263.132324
	Iteration 138Q: 3 clusters Score -4588929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4588933.500000 Penalty: 5263.132324
	Iteration 139Q: 3 clusters Score -4588934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4588939.500000 Penalty: 5263.132324
	Iteration 140F: 3 clusters Score -4588940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4588941.000000 Penalty: 5263.132324
	Iteration 141Q: 3 clusters Score -4588941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4588945.000000 Penalty: 5263.132324
	Iteration 142Q: 3 clusters Score -4588945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4588952.000000 Penalty: 5263.132324
	Iteration 143Q: 3 clusters Score -4588952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4588951.500000 Penalty: 5263.132324
	Iteration 144Q: 3 clusters Score -4588952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4588953.500000 Penalty: 5263.132324
	Iteration 145Q: 3 clusters Score -4588954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4588956.000000 Penalty: 5263.132324
	Iteration 146Q: 3 clusters Score -4588956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4588955.500000 Penalty: 5263.132324
	Iteration 147Q: 3 clusters Score -4588956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4588958.000000 Penalty: 5263.132324
	Iteration 148Q: 3 clusters Score -4588958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4588957.000000 Penalty: 5263.132324
	Iteration 149Q: 3 clusters Score -4588957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4588961.000000 Penalty: 5263.132324
	Iteration 150Q: 3 clusters Score -4588961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4588966.000000 Penalty: 5263.132324
	Iteration 151Q: 3 clusters Score -4588966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4588965.000000 Penalty: 5263.132324
	Iteration 152Q: 3 clusters Score -4588965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4588970.000000 Penalty: 5263.132324
	Iteration 153Q: 3 clusters Score -4588970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4588971.000000 Penalty: 5263.132324
	Iteration 154Q: 3 clusters Score -4588971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4588972.500000 Penalty: 5263.132324
	Iteration 155Q: 3 clusters Score -4588972 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4588971.500000 Penalty: 5263.132324
	Iteration 156Q: 3 clusters Score -4588972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4588984.000000 Penalty: 5263.132324
	Iteration 157Q: 3 clusters Score -4588984 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4588981.000000 Penalty: 5263.132324
	Iteration 158Q: 3 clusters Score -4588981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4588981.000000 Penalty: 5263.132324
	Iteration 159Q: 3 clusters Score -4588981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4588983.000000 Penalty: 5263.132324
	Iteration 160F: 3 clusters Score -4588983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4588983.000000 Penalty: 5263.132324
	Iteration 161Q: 3 clusters Score -4588983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4588983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4588992.500000 Penalty: 5263.132324
	Iteration 163Q: 3 clusters Score -4588992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4588997.500000 Penalty: 5263.132324
	Iteration 164Q: 3 clusters Score -4588998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4589002.500000 Penalty: 5263.132324
	Iteration 165Q: 3 clusters Score -4589002 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4589005.000000 Penalty: 5263.132324
	Iteration 166Q: 3 clusters Score -4589005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -4589019.000000 Penalty: 5263.132324
	Iteration 167Q: 3 clusters Score -4589019 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4589016.500000 Penalty: 5263.132324
	Iteration 168Q: 3 clusters Score -4589016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4589024.000000 Penalty: 5263.132324
	Iteration 169Q: 3 clusters Score -4589024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4589030.000000 Penalty: 5263.132324
	Iteration 170Q: 3 clusters Score -4589030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4589036.000000 Penalty: 5263.132324
	Iteration 171Q: 3 clusters Score -4589036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4589045.000000 Penalty: 5263.132324
	Iteration 172Q: 3 clusters Score -4589045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4589044.500000 Penalty: 5263.132324
	Iteration 173Q: 3 clusters Score -4589044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4589051.000000 Penalty: 5263.132324
	Iteration 174Q: 3 clusters Score -4589051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4589056.500000 Penalty: 5263.132324
	Iteration 175Q: 3 clusters Score -4589056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4589071.000000 Penalty: 5263.132324
	Iteration 176Q: 3 clusters Score -4589071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4589081.000000 Penalty: 5263.132324
	Iteration 177Q: 3 clusters Score -4589081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4589102.500000 Penalty: 5263.132324
	Iteration 178Q: 3 clusters Score -4589102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4589110.000000 Penalty: 5263.132324
	Iteration 179Q: 3 clusters Score -4589110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4589112.000000 Penalty: 5263.132324
	Iteration 180F: 3 clusters Score -4589112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4589106.000000 Penalty: 5263.132324
	Iteration 181Q: 3 clusters Score -4589106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4589119.000000 Penalty: 5263.132324
	Iteration 182Q: 3 clusters Score -4589119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4589111.500000 Penalty: 5263.132324
	Iteration 183Q: 3 clusters Score -4589112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -4589119.000000 Penalty: 5263.132324
	Iteration 184Q: 3 clusters Score -4589119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4589134.000000 Penalty: 5263.132324
	Iteration 185Q: 3 clusters Score -4589134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4589129.500000 Penalty: 5263.132324
	Iteration 186Q: 3 clusters Score -4589130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4589133.500000 Penalty: 5263.132324
	Iteration 187Q: 3 clusters Score -4589134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4589137.500000 Penalty: 5263.132324
	Iteration 188Q: 3 clusters Score -4589138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4589143.000000 Penalty: 5263.132324
	Iteration 189Q: 3 clusters Score -4589143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4589146.000000 Penalty: 5263.132324
	Iteration 190Q: 3 clusters Score -4589146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4589149.000000 Penalty: 5263.132324
	Iteration 191Q: 3 clusters Score -4589149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4589159.500000 Penalty: 5263.132324
	Iteration 192Q: 3 clusters Score -4589160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4589165.500000 Penalty: 5263.132324
	Iteration 193Q: 3 clusters Score -4589166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4589165.500000 Penalty: 5263.132324
	Iteration 194Q: 3 clusters Score -4589166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -4589163.000000 Penalty: 5263.132324
	Iteration 195Q: 3 clusters Score -4589163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -4589161.000000 Penalty: 5263.132324
	Iteration 196Q: 3 clusters Score -4589161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4589159.000000 Penalty: 5263.132324
	Iteration 197Q: 3 clusters Score -4589159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4589158.000000 Penalty: 5263.132324
	Iteration 198Q: 3 clusters Score -4589158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4589156.500000 Penalty: 5263.132324
	Iteration 199Q: 3 clusters Score -4589156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4589168.000000 Penalty: 5263.132324
	Iteration 200F: 3 clusters Score -4589168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4589168.500000 Penalty: 5263.132324
	Iteration 201Q: 3 clusters Score -4589168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -4589175.500000 Penalty: 5263.132324
	Iteration 202Q: 3 clusters Score -4589176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4589162.000000 Penalty: 5263.132324
	Iteration 203Q: 3 clusters Score -4589162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4589169.000000 Penalty: 5263.132324
	Iteration 204Q: 3 clusters Score -4589169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4589170.500000 Penalty: 5263.132324
	Iteration 205Q: 3 clusters Score -4589170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4589168.000000 Penalty: 5263.132324
	Iteration 206Q: 3 clusters Score -4589168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4589170.500000 Penalty: 5263.132324
	Iteration 207Q: 3 clusters Score -4589170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4589166.500000 Penalty: 5263.132324
	Iteration 208Q: 3 clusters Score -4589166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -4589166.500000 Penalty: 5263.132324
	Iteration 209Q: 3 clusters Score -4589166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -4589165.500000 Penalty: 5263.132324
	Iteration 210Q: 3 clusters Score -4589166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4589163.000000 Penalty: 5263.132324
	Iteration 211Q: 3 clusters Score -4589163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4589155.000000 Penalty: 5263.132324
	Iteration 212Q: 3 clusters Score -4589155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4589156.500000 Penalty: 5263.132324
	Iteration 213Q: 3 clusters Score -4589156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -4589157.500000 Penalty: 5263.132324
	Iteration 214Q: 3 clusters Score -4589158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -4589159.000000 Penalty: 5263.132324
	Iteration 215Q: 3 clusters Score -4589159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -4589159.000000 Penalty: 5263.132324
	Iteration 216F: 3 clusters Score -4589159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Entering Unmasked Estep 
Score: -5042922.500000 Penalty: 2653.141846
	Iteration 0F: 2 clusters Score -5042922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5012950.500000 Penalty: 5306.283691
	Iteration 0F: 3 clusters Score -5012950 nChanged 20274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5023921.000000 Penalty: 5306.283691
	Iteration 1F: 3 clusters Score -5023921 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5024466.000000 Penalty: 5306.283691
	Iteration 2Q: 3 clusters Score -5024466 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -5025105.500000 Penalty: 5306.283691
	Iteration 3Q: 3 clusters Score -5025106 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5025980.000000 Penalty: 5306.283691
	Iteration 4Q: 3 clusters Score -5025980 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -5027119.500000 Penalty: 5306.283691
	Iteration 5F: 3 clusters Score -5027120 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -5028672.000000 Penalty: 5306.283691
	Iteration 6F: 3 clusters Score -5028672 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5030929.500000 Penalty: 5306.283691
	Iteration 7F: 3 clusters Score -5030930 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5033901.500000 Penalty: 5306.283691
	Iteration 8F: 3 clusters Score -5033902 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -5036530.500000 Penalty: 5306.283691
	Iteration 9F: 3 clusters Score -5036530 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -5037929.000000 Penalty: 5306.283691
	Iteration 10Q: 3 clusters Score -5037929 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5038474.500000 Penalty: 5306.283691
	Iteration 11Q: 3 clusters Score -5038474 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -5038753.500000 Penalty: 5306.283691
	Iteration 12Q: 3 clusters Score -5038754 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5038944.000000 Penalty: 5306.283691
	Iteration 13Q: 3 clusters Score -5038944 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -5039090.000000 Penalty: 5306.283691
	Iteration 14Q: 3 clusters Score -5039090 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5039254.500000 Penalty: 5306.283691
	Iteration 15Q: 3 clusters Score -5039254 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -5039382.500000 Penalty: 5306.283691
	Iteration 16Q: 3 clusters Score -5039382 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5039504.500000 Penalty: 5306.283691
	Iteration 17Q: 3 clusters Score -5039504 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5039608.000000 Penalty: 5306.283691
	Iteration 18Q: 3 clusters Score -5039608 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5039692.500000 Penalty: 5306.283691
	Iteration 19Q: 3 clusters Score -5039692 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5039777.000000 Penalty: 5306.283691
	Iteration 20F: 3 clusters Score -5039777 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -5039865.000000 Penalty: 5306.283691
	Iteration 21Q: 3 clusters Score -5039865 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5039925.000000 Penalty: 5306.283691
	Iteration 22Q: 3 clusters Score -5039925 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -5040019.000000 Penalty: 5306.283691
	Iteration 23Q: 3 clusters Score -5040019 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5040082.000000 Penalty: 5306.283691
	Iteration 24Q: 3 clusters Score -5040082 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5040140.000000 Penalty: 5306.283691
	Iteration 25Q: 3 clusters Score -5040140 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5040179.500000 Penalty: 5306.283691
	Iteration 26Q: 3 clusters Score -5040180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5040239.000000 Penalty: 5306.283691
	Iteration 27Q: 3 clusters Score -5040239 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -5040331.500000 Penalty: 5306.283691
	Iteration 28Q: 3 clusters Score -5040332 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5040412.000000 Penalty: 5306.283691
	Iteration 29Q: 3 clusters Score -5040412 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5040485.000000 Penalty: 5306.283691
	Iteration 30Q: 3 clusters Score -5040485 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5040525.000000 Penalty: 5306.283691
	Iteration 31Q: 3 clusters Score -5040525 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5040568.000000 Penalty: 5306.283691
	Iteration 32Q: 3 clusters Score -5040568 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5040610.000000 Penalty: 5306.283691
	Iteration 33Q: 3 clusters Score -5040610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -5040642.500000 Penalty: 5306.283691
	Iteration 34Q: 3 clusters Score -5040642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5040684.500000 Penalty: 5306.283691
	Iteration 35Q: 3 clusters Score -5040684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5040727.000000 Penalty: 5306.283691
	Iteration 36Q: 3 clusters Score -5040727 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5040748.000000 Penalty: 5306.283691
	Iteration 37Q: 3 clusters Score -5040748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5040766.000000 Penalty: 5306.283691
	Iteration 38Q: 3 clusters Score -5040766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5040796.000000 Penalty: 5306.283691
	Iteration 39Q: 3 clusters Score -5040796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -5040811.500000 Penalty: 5306.283691
	Iteration 40F: 3 clusters Score -5040812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5040832.500000 Penalty: 5306.283691
	Iteration 41Q: 3 clusters Score -5040832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5040842.000000 Penalty: 5306.283691
	Iteration 42Q: 3 clusters Score -5040842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -5040843.500000 Penalty: 5306.283691
	Iteration 43Q: 3 clusters Score -5040844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5040855.500000 Penalty: 5306.283691
	Iteration 44Q: 3 clusters Score -5040856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5040869.500000 Penalty: 5306.283691
	Iteration 45Q: 3 clusters Score -5040870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5040879.500000 Penalty: 5306.283691
	Iteration 46Q: 3 clusters Score -5040880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -5040886.000000 Penalty: 5306.283691
	Iteration 47Q: 3 clusters Score -5040886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5040893.000000 Penalty: 5306.283691
	Iteration 48Q: 3 clusters Score -5040893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -5040895.500000 Penalty: 5306.283691
	Iteration 49Q: 3 clusters Score -5040896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -5040905.500000 Penalty: 5306.283691
	Iteration 50Q: 3 clusters Score -5040906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5040908.500000 Penalty: 5306.283691
	Iteration 51Q: 3 clusters Score -5040908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5040906.500000 Penalty: 5306.283691
	Iteration 52Q: 3 clusters Score -5040906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5040917.000000 Penalty: 5306.283691
	Iteration 53Q: 3 clusters Score -5040917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -5040921.000000 Penalty: 5306.283691
	Iteration 54Q: 3 clusters Score -5040921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5040926.500000 Penalty: 5306.283691
	Iteration 55Q: 3 clusters Score -5040926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5040928.000000 Penalty: 5306.283691
	Iteration 56Q: 3 clusters Score -5040928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -5040934.500000 Penalty: 5306.283691
	Iteration 57Q: 3 clusters Score -5040934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5040937.000000 Penalty: 5306.283691
	Iteration 58Q: 3 clusters Score -5040937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5040936.500000 Penalty: 5306.283691
	Iteration 59Q: 3 clusters Score -5040936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5040934.000000 Penalty: 5306.283691
	Iteration 60F: 3 clusters Score -5040934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -5040940.500000 Penalty: 5306.283691
	Iteration 61Q: 3 clusters Score -5040940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5040936.500000 Penalty: 5306.283691
	Iteration 62Q: 3 clusters Score -5040936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -5040943.500000 Penalty: 5306.283691
	Iteration 63Q: 3 clusters Score -5040944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5040945.500000 Penalty: 5306.283691
	Iteration 64Q: 3 clusters Score -5040946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5040945.500000 Penalty: 5306.283691
	Iteration 65Q: 3 clusters Score -5040946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5040946.500000 Penalty: 5306.283691
	Iteration 66Q: 3 clusters Score -5040946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5040956.000000 Penalty: 5306.283691
	Iteration 67Q: 3 clusters Score -5040956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -5040967.000000 Penalty: 5306.283691
	Iteration 68Q: 3 clusters Score -5040967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5040962.000000 Penalty: 5306.283691
	Iteration 69Q: 3 clusters Score -5040962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5040961.000000 Penalty: 5306.283691
	Iteration 70Q: 3 clusters Score -5040961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -5040961.000000 Penalty: 5306.283691
	Iteration 71Q: 3 clusters Score -5040961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5040964.500000 Penalty: 5306.283691
	Iteration 72Q: 3 clusters Score -5040964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5040960.500000 Penalty: 5306.283691
	Iteration 73Q: 3 clusters Score -5040960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5040960.500000 Penalty: 5306.283691
	Iteration 74F: 3 clusters Score -5040960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Entering Unmasked Estep 
Score: -3943530.750000 Penalty: 2592.492920
	Iteration 0F: 2 clusters Score -3943531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3919912.000000 Penalty: 5184.985840
	Iteration 0F: 3 clusters Score -3919912 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3928430.500000 Penalty: 5184.985840
	Iteration 1F: 3 clusters Score -3928430 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3928974.000000 Penalty: 5184.985840
	Iteration 2Q: 3 clusters Score -3928974 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3929566.750000 Penalty: 5184.985840
	Iteration 3Q: 3 clusters Score -3929567 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3930456.750000 Penalty: 5184.985840
	Iteration 4Q: 3 clusters Score -3930457 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3931885.000000 Penalty: 5184.985840
	Iteration 5F: 3 clusters Score -3931885 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3934007.250000 Penalty: 5184.985840
	Iteration 6F: 3 clusters Score -3934007 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3936533.500000 Penalty: 5184.985840
	Iteration 7F: 3 clusters Score -3936534 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3938660.500000 Penalty: 5184.985840
	Iteration 8F: 3 clusters Score -3938660 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3939977.500000 Penalty: 5184.985840
	Iteration 9Q: 3 clusters Score -3939978 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3940674.750000 Penalty: 5184.985840
	Iteration 10Q: 3 clusters Score -3940675 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3941004.000000 Penalty: 5184.985840
	Iteration 11Q: 3 clusters Score -3941004 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3941162.750000 Penalty: 5184.985840
	Iteration 12Q: 3 clusters Score -3941163 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3941287.000000 Penalty: 5184.985840
	Iteration 13Q: 3 clusters Score -3941287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3941350.750000 Penalty: 5184.985840
	Iteration 14Q: 3 clusters Score -3941351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3941382.500000 Penalty: 5184.985840
	Iteration 15Q: 3 clusters Score -3941382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3941390.500000 Penalty: 5184.985840
	Iteration 16Q: 3 clusters Score -3941390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3941396.250000 Penalty: 5184.985840
	Iteration 17Q: 3 clusters Score -3941396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3941398.500000 Penalty: 5184.985840
	Iteration 18Q: 3 clusters Score -3941398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3941407.000000 Penalty: 5184.985840
	Iteration 19Q: 3 clusters Score -3941407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3941413.750000 Penalty: 5184.985840
	Iteration 20F: 3 clusters Score -3941414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3941416.250000 Penalty: 5184.985840
	Iteration 21Q: 3 clusters Score -3941416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3941422.250000 Penalty: 5184.985840
	Iteration 22Q: 3 clusters Score -3941422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3941421.750000 Penalty: 5184.985840
	Iteration 23Q: 3 clusters Score -3941422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3941420.250000 Penalty: 5184.985840
	Iteration 24Q: 3 clusters Score -3941420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3941426.000000 Penalty: 5184.985840
	Iteration 25Q: 3 clusters Score -3941426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3941427.750000 Penalty: 5184.985840
	Iteration 26Q: 3 clusters Score -3941428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3941431.000000 Penalty: 5184.985840
	Iteration 27Q: 3 clusters Score -3941431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3941431.000000 Penalty: 5184.985840
	Iteration 28F: 3 clusters Score -3941431 nChanged 0
--- Evaluating fit on full set of 2406351 points ---
Entering Unmasked Estep 
Score: -265502400.000000 Penalty: 72880.367188
23->21 Clusters: Score -265502400.000000, best is -265826544.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 802117 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 34568 members 
Mstep: Class 3 contains 34830 members 
Mstep: Class 4 contains 34924 members 
Mstep: Class 5 contains 34799 members 
Mstep: Class 6 contains 34736 members 
Mstep: Class 7 contains 34957 members 
Mstep: Class 8 contains 34908 members 
Mstep: Class 9 contains 35029 members 
Mstep: Class 10 contains 34773 members 
Mstep: Class 11 contains 35033 members 
Mstep: Class 12 contains 34846 members 
Mstep: Class 13 contains 34968 members 
Mstep: Class 14 contains 35125 members 
Mstep: Class 15 contains 34958 members 
Mstep: Class 16 contains 34871 members 
Mstep: Class 17 contains 34956 members 
Mstep: Class 18 contains 34824 members 
Mstep: Class 19 contains 34570 members 
Mstep: Class 20 contains 35044 members 
Mstep: Class 21 contains 34971 members 
Mstep: Class 22 contains 34917 members 
Mstep: Class 23 contains 34565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 769.952820 but Gain 3371.562500
Score: -85594952.000000 Penalty: 74174.375000
Iteration 0F: 23 clusters Score -8.559495e+07 nChanged 762568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 15662 members 
Mstep: Class 3 contains 38247 members 
Mstep: Class 4 contains 16955 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 24563 members 
Mstep: Class 7 contains 38810 members 
Mstep: Class 8 contains 80408 members 
Mstep: Class 9 contains 17872 members 
Mstep: Class 10 contains 21700 members 
Mstep: Class 11 contains 60660 members 
Mstep: Class 12 contains 17043 members 
Mstep: Class 13 contains 35254 members 
Mstep: Class 14 contains 65668 members 
Mstep: Class 15 contains 31432 members 
Mstep: Class 16 contains 39303 members 
Mstep: Class 17 contains 47685 members 
Mstep: Class 18 contains 57285 members 
Mstep: Class 20 contains 46042 members 
Mstep: Class 21 contains 28114 members 
Mstep: Class 22 contains 21589 members 
Mstep: Class 23 contains 51843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87275360.000000 Penalty: 74174.375000
Iteration 1F: 23 clusters Score -8.727536e+07 nChanged 257129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1595 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 9720 members 
Mstep: Class 3 contains 38743 members 
Mstep: Class 4 contains 12408 members 
Mstep: Class 5 contains 13693 members 
Mstep: Class 6 contains 21716 members 
Mstep: Class 7 contains 32311 members 
Mstep: Class 8 contains 89871 members 
Mstep: Class 9 contains 12965 members 
Mstep: Class 10 contains 20613 members 
Mstep: Class 11 contains 60629 members 
Mstep: Class 12 contains 24394 members 
Mstep: Class 13 contains 22801 members 
Mstep: Class 14 contains 82952 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 42687 members 
Mstep: Class 17 contains 58715 members 
Mstep: Class 18 contains 54009 members 
Mstep: Class 20 contains 60217 members 
Mstep: Class 21 contains 23405 members 
Mstep: Class 22 contains 20745 members 
Mstep: Class 23 contains 51381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87608912.000000 Penalty: 74174.375000
Iteration 2F: 23 clusters Score -8.760891e+07 nChanged 191256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 6173 members 
Mstep: Class 3 contains 36509 members 
Mstep: Class 4 contains 11423 members 
Mstep: Class 5 contains 9388 members 
Mstep: Class 6 contains 21129 members 
Mstep: Class 7 contains 30318 members 
Mstep: Class 8 contains 104561 members 
Mstep: Class 9 contains 8386 members 
Mstep: Class 10 contains 19239 members 
Mstep: Class 11 contains 59795 members 
Mstep: Class 12 contains 33578 members 
Mstep: Class 13 contains 14128 members 
Mstep: Class 14 contains 100358 members 
Mstep: Class 15 contains 21100 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 61875 members 
Mstep: Class 18 contains 40758 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 17850 members 
Mstep: Class 22 contains 20213 members 
Mstep: Class 23 contains 54513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87811336.000000 Penalty: 74174.375000
Iteration 3F: 23 clusters Score -8.781134e+07 nChanged 159803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1054 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 32842 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 21878 members 
Mstep: Class 7 contains 31303 members 
Mstep: Class 8 contains 122925 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 17909 members 
Mstep: Class 11 contains 59097 members 
Mstep: Class 12 contains 39475 members 
Mstep: Class 13 contains 9106 members 
Mstep: Class 14 contains 118867 members 
Mstep: Class 15 contains 15122 members 
Mstep: Class 16 contains 45492 members 
Mstep: Class 17 contains 60357 members 
Mstep: Class 18 contains 21180 members 
Mstep: Class 20 contains 76988 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 20166 members 
Mstep: Class 23 contains 59295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87972200.000000 Penalty: 74174.375000
Iteration 4F: 23 clusters Score -8.79722e+07 nChanged 131191
Entering Unmasked Mstep 
Mstep: Class 0 contains 393 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 9172 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 32651 members 
Mstep: Class 8 contains 141114 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 56299 members 
Mstep: Class 12 contains 43064 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 138579 members 
Mstep: Class 15 contains 10086 members 
Mstep: Class 16 contains 42665 members 
Mstep: Class 17 contains 55422 members 
Mstep: Class 18 contains 7957 members 
Mstep: Class 20 contains 82298 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 20759 members 
Mstep: Class 23 contains 62727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2501.707275 but Gain 3371.562500
Score: -88140096.000000 Penalty: 70802.812500
Iteration 5F: 22 clusters Score -8.81401e+07 nChanged 110083
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 23393 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 24519 members 
Mstep: Class 7 contains 32952 members 
Mstep: Class 8 contains 158255 members 
Mstep: Class 10 contains 16502 members 
Mstep: Class 11 contains 51365 members 
Mstep: Class 12 contains 45500 members 
Mstep: Class 13 contains 4229 members 
Mstep: Class 14 contains 159801 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 37249 members 
Mstep: Class 17 contains 48563 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 20 contains 84507 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 22053 members 
Mstep: Class 23 contains 63954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2089.042725 but Gain 3371.562500
Score: -88245232.000000 Penalty: 67431.250000
Iteration 6F: 21 clusters Score -8.824523e+07 nChanged 91350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 19276 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 6 contains 25128 members 
Mstep: Class 7 contains 32066 members 
Mstep: Class 8 contains 171115 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 47379 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 182497 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 30044 members 
Mstep: Class 17 contains 40519 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 20 contains 83419 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 24065 members 
Mstep: Class 23 contains 62406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2401.830566 but Gain 3371.562500
Score: -88316320.000000 Penalty: 64059.687500
Iteration 7F: 20 clusters Score -8.831632e+07 nChanged 80734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 15927 members 
Mstep: Class 4 contains 5172 members 
Mstep: Class 6 contains 25575 members 
Mstep: Class 7 contains 30231 members 
Mstep: Class 8 contains 181236 members 
Mstep: Class 10 contains 17377 members 
Mstep: Class 11 contains 41159 members 
Mstep: Class 12 contains 48662 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 206637 members 
Mstep: Class 15 contains 2428 members 
Mstep: Class 16 contains 22448 members 
Mstep: Class 17 contains 33683 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 20 contains 79580 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 26294 members 
Mstep: Class 23 contains 58759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88369120.000000 Penalty: 64059.687500
Iteration 8F: 20 clusters Score -8.836912e+07 nChanged 69469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 13327 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 6 contains 25571 members 
Mstep: Class 7 contains 27523 members 
Mstep: Class 8 contains 187609 members 
Mstep: Class 10 contains 18103 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 49592 members 
Mstep: Class 13 contains 1509 members 
Mstep: Class 14 contains 230044 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 28038 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 20 contains 74205 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 28273 members 
Mstep: Class 23 contains 53765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88405000.000000 Penalty: 64059.687500
Iteration 9F: 20 clusters Score -8.8405e+07 nChanged 62131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 6 contains 25324 members 
Mstep: Class 7 contains 24481 members 
Mstep: Class 8 contains 191805 members 
Mstep: Class 10 contains 18736 members 
Mstep: Class 11 contains 36467 members 
Mstep: Class 12 contains 50235 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 249752 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 10539 members 
Mstep: Class 17 contains 24068 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 20 contains 68699 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 29974 members 
Mstep: Class 23 contains 49283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3193.104492 but Gain 3371.562500
Score: -88425888.000000 Penalty: 60688.125000
Iteration 10F: 19 clusters Score -8.842589e+07 nChanged 58657
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 10305 members 
Mstep: Class 6 contains 24976 members 
Mstep: Class 7 contains 22352 members 
Mstep: Class 8 contains 197297 members 
Mstep: Class 10 contains 19265 members 
Mstep: Class 11 contains 36180 members 
Mstep: Class 12 contains 52199 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 261659 members 
Mstep: Class 15 contains 886 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 21263 members 
Mstep: Class 18 contains 1193 members 
Mstep: Class 20 contains 63705 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 31458 members 
Mstep: Class 23 contains 46248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88444256.000000 Penalty: 60688.125000
Iteration 11F: 19 clusters Score -8.844426e+07 nChanged 48925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3336 members 
Mstep: Class 3 contains 9240 members 
Mstep: Class 6 contains 24576 members 
Mstep: Class 7 contains 20191 members 
Mstep: Class 8 contains 206167 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 12 contains 52408 members 
Mstep: Class 13 contains 1233 members 
Mstep: Class 14 contains 264744 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 19019 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 20 contains 59138 members 
Mstep: Class 21 contains 1192 members 
Mstep: Class 22 contains 32720 members 
Mstep: Class 23 contains 44021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88458840.000000 Penalty: 60688.125000
Iteration 12F: 19 clusters Score -8.845884e+07 nChanged 43701
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3594 members 
Mstep: Class 3 contains 8184 members 
Mstep: Class 6 contains 24274 members 
Mstep: Class 7 contains 18173 members 
Mstep: Class 8 contains 218737 members 
Mstep: Class 10 contains 20019 members 
Mstep: Class 11 contains 37453 members 
Mstep: Class 12 contains 52368 members 
Mstep: Class 13 contains 1189 members 
Mstep: Class 14 contains 263064 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 20 contains 54742 members 
Mstep: Class 21 contains 1190 members 
Mstep: Class 22 contains 33559 members 
Mstep: Class 23 contains 42061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88474088.000000 Penalty: 60688.125000
Iteration 13F: 19 clusters Score -8.847409e+07 nChanged 39103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3865 members 
Mstep: Class 3 contains 7108 members 
Mstep: Class 6 contains 24140 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 234096 members 
Mstep: Class 10 contains 20213 members 
Mstep: Class 11 contains 38159 members 
Mstep: Class 12 contains 52172 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 258274 members 
Mstep: Class 15 contains 757 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 17 contains 14680 members 
Mstep: Class 18 contains 1193 members 
Mstep: Class 20 contains 50841 members 
Mstep: Class 21 contains 1189 members 
Mstep: Class 22 contains 34092 members 
Mstep: Class 23 contains 39938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88483192.000000 Penalty: 60688.125000
Iteration 14Q: 19 clusters Score -8.848319e+07 nChanged 36153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 6 contains 24445 members 
Mstep: Class 7 contains 14601 members 
Mstep: Class 8 contains 250888 members 
Mstep: Class 10 contains 20194 members 
Mstep: Class 11 contains 38970 members 
Mstep: Class 12 contains 51956 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 250109 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 20 contains 47981 members 
Mstep: Class 21 contains 1191 members 
Mstep: Class 22 contains 34561 members 
Mstep: Class 23 contains 37692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88487528.000000 Penalty: 60688.125000
Iteration 15Q: 19 clusters Score -8.848753e+07 nChanged 33652
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 8 contains 265319 members 
Mstep: Class 10 contains 20216 members 
Mstep: Class 11 contains 39939 members 
Mstep: Class 12 contains 51745 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 241407 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 46234 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 35167 members 
Mstep: Class 23 contains 35668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88489200.000000 Penalty: 60688.125000
Iteration 16Q: 19 clusters Score -8.84892e+07 nChanged 30031
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 6 contains 26036 members 
Mstep: Class 7 contains 11517 members 
Mstep: Class 8 contains 274473 members 
Mstep: Class 10 contains 20325 members 
Mstep: Class 11 contains 41092 members 
Mstep: Class 12 contains 51576 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 235278 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 3057 members 
Mstep: Class 17 contains 9790 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 45394 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 35824 members 
Mstep: Class 23 contains 33891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88490864.000000 Penalty: 60688.125000
Iteration 17Q: 19 clusters Score -8.849086e+07 nChanged 25854
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 6 contains 27025 members 
Mstep: Class 7 contains 10108 members 
Mstep: Class 8 contains 278282 members 
Mstep: Class 10 contains 20567 members 
Mstep: Class 11 contains 42380 members 
Mstep: Class 12 contains 51364 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 232827 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 2885 members 
Mstep: Class 17 contains 8838 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 44962 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 36531 members 
Mstep: Class 23 contains 32400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88493736.000000 Penalty: 60688.125000
Iteration 18Q: 19 clusters Score -8.849374e+07 nChanged 21793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 6 contains 27977 members 
Mstep: Class 7 contains 8844 members 
Mstep: Class 8 contains 278256 members 
Mstep: Class 10 contains 20846 members 
Mstep: Class 11 contains 43781 members 
Mstep: Class 12 contains 51162 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 233169 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 8154 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 20 contains 44646 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 37282 members 
Mstep: Class 23 contains 31056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3346.034424 but Gain 3371.562500
Score: -88497744.000000 Penalty: 57316.562500
Iteration 19Q: 18 clusters Score -8.849774e+07 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 4321 members 
Mstep: Class 6 contains 28814 members 
Mstep: Class 7 contains 7794 members 
Mstep: Class 8 contains 276873 members 
Mstep: Class 10 contains 21228 members 
Mstep: Class 11 contains 45424 members 
Mstep: Class 12 contains 51152 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 235925 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 44360 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 38056 members 
Mstep: Class 23 contains 30185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88504368.000000 Penalty: 57316.562500
Iteration 20F: 18 clusters Score -8.850437e+07 nChanged 15586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 6 contains 29610 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 273411 members 
Mstep: Class 10 contains 21460 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 50989 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 238227 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 44115 members 
Mstep: Class 21 contains 1191 members 
Mstep: Class 22 contains 38755 members 
Mstep: Class 23 contains 29203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88508392.000000 Penalty: 57316.562500
Iteration 21Q: 18 clusters Score -8.850839e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 7286 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 6 contains 30250 members 
Mstep: Class 7 contains 5977 members 
Mstep: Class 8 contains 269516 members 
Mstep: Class 10 contains 21596 members 
Mstep: Class 11 contains 48813 members 
Mstep: Class 12 contains 50890 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 240465 members 
Mstep: Class 15 contains 675 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 44027 members 
Mstep: Class 21 contains 1192 members 
Mstep: Class 22 contains 39421 members 
Mstep: Class 23 contains 28393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88512000.000000 Penalty: 57316.562500
Iteration 22Q: 18 clusters Score -8.8512e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 4496 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 5333 members 
Mstep: Class 8 contains 265784 members 
Mstep: Class 10 contains 21645 members 
Mstep: Class 11 contains 50588 members 
Mstep: Class 12 contains 50779 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 242422 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 43971 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 39963 members 
Mstep: Class 23 contains 27647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88515016.000000 Penalty: 57316.562500
Iteration 23Q: 18 clusters Score -8.851502e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 8643 members 
Mstep: Class 3 contains 4615 members 
Mstep: Class 6 contains 31224 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 262368 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 52472 members 
Mstep: Class 12 contains 50682 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 243923 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 20 contains 44018 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 40423 members 
Mstep: Class 23 contains 26885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88517752.000000 Penalty: 57316.562500
Iteration 24Q: 18 clusters Score -8.851775e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 9342 members 
Mstep: Class 3 contains 4745 members 
Mstep: Class 6 contains 31610 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 259467 members 
Mstep: Class 10 contains 21458 members 
Mstep: Class 11 contains 54406 members 
Mstep: Class 12 contains 50554 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 244874 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 20 contains 44130 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 40799 members 
Mstep: Class 23 contains 26141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88519800.000000 Penalty: 57316.562500
Iteration 25Q: 18 clusters Score -8.85198e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 10041 members 
Mstep: Class 3 contains 4870 members 
Mstep: Class 6 contains 31967 members 
Mstep: Class 7 contains 4028 members 
Mstep: Class 8 contains 256964 members 
Mstep: Class 10 contains 21284 members 
Mstep: Class 11 contains 56483 members 
Mstep: Class 12 contains 50427 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 245307 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 17 contains 5694 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 20 contains 44239 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41108 members 
Mstep: Class 23 contains 25461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88521584.000000 Penalty: 57316.562500
Iteration 26Q: 18 clusters Score -8.852158e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 6 contains 32271 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 254995 members 
Mstep: Class 10 contains 21032 members 
Mstep: Class 11 contains 58640 members 
Mstep: Class 12 contains 50292 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 245236 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 17 contains 5486 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 20 contains 44329 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41350 members 
Mstep: Class 23 contains 24791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88523160.000000 Penalty: 57316.562500
Iteration 27Q: 18 clusters Score -8.852316e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 6 contains 32524 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 253442 members 
Mstep: Class 10 contains 20731 members 
Mstep: Class 11 contains 60860 members 
Mstep: Class 12 contains 50155 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 244772 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 17 contains 5283 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 20 contains 44411 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41568 members 
Mstep: Class 23 contains 24142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88525208.000000 Penalty: 57316.562500
Iteration 28Q: 18 clusters Score -8.852521e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 12059 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 6 contains 32758 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 252125 members 
Mstep: Class 10 contains 20356 members 
Mstep: Class 11 contains 63247 members 
Mstep: Class 12 contains 49980 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 243996 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 20 contains 44512 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41724 members 
Mstep: Class 23 contains 23462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88528056.000000 Penalty: 57316.562500
Iteration 29Q: 18 clusters Score -8.852806e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 12703 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 6 contains 32942 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 251165 members 
Mstep: Class 10 contains 19901 members 
Mstep: Class 11 contains 65614 members 
Mstep: Class 12 contains 49802 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 243014 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 20 contains 44601 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41844 members 
Mstep: Class 23 contains 22829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88530072.000000 Penalty: 57316.562500
Iteration 30Q: 18 clusters Score -8.853007e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 13365 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 6 contains 33101 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 250362 members 
Mstep: Class 10 contains 19445 members 
Mstep: Class 11 contains 68007 members 
Mstep: Class 12 contains 49596 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 241946 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 20 contains 44682 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41897 members 
Mstep: Class 23 contains 22176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3217.866943 but Gain 3371.562500
Score: -88531952.000000 Penalty: 53945.000000
Iteration 31Q: 17 clusters Score -8.853195e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 5859 members 
Mstep: Class 6 contains 33309 members 
Mstep: Class 8 contains 250300 members 
Mstep: Class 10 contains 18920 members 
Mstep: Class 11 contains 70539 members 
Mstep: Class 12 contains 49890 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 242021 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 44732 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41963 members 
Mstep: Class 23 contains 21651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88537112.000000 Penalty: 53945.000000
Iteration 32Q: 17 clusters Score -8.853711e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 14657 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 6 contains 33430 members 
Mstep: Class 8 contains 249490 members 
Mstep: Class 10 contains 18378 members 
Mstep: Class 11 contains 73232 members 
Mstep: Class 12 contains 49570 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 240716 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 44759 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41985 members 
Mstep: Class 23 contains 21033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88538880.000000 Penalty: 53945.000000
Iteration 33Q: 17 clusters Score -8.853888e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 15237 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 6 contains 33568 members 
Mstep: Class 8 contains 248517 members 
Mstep: Class 10 contains 17816 members 
Mstep: Class 11 contains 76029 members 
Mstep: Class 12 contains 49239 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 239510 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 44787 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41995 members 
Mstep: Class 23 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88541136.000000 Penalty: 53945.000000
Iteration 34Q: 17 clusters Score -8.854114e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 15727 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 6 contains 33665 members 
Mstep: Class 8 contains 247606 members 
Mstep: Class 10 contains 17179 members 
Mstep: Class 11 contains 78812 members 
Mstep: Class 12 contains 48914 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 238435 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 44810 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41984 members 
Mstep: Class 23 contains 19783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88543496.000000 Penalty: 53945.000000
Iteration 35Q: 17 clusters Score -8.85435e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 16185 members 
Mstep: Class 3 contains 6512 members 
Mstep: Class 6 contains 33736 members 
Mstep: Class 8 contains 246739 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 81592 members 
Mstep: Class 12 contains 48621 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 237452 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 44783 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41974 members 
Mstep: Class 23 contains 19142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546080.000000 Penalty: 53945.000000
Iteration 36Q: 17 clusters Score -8.854608e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 16602 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 6 contains 33820 members 
Mstep: Class 8 contains 245849 members 
Mstep: Class 10 contains 15791 members 
Mstep: Class 11 contains 84363 members 
Mstep: Class 12 contains 48349 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 236585 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 17 contains 4659 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 41958 members 
Mstep: Class 23 contains 18513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547808.000000 Penalty: 53945.000000
Iteration 37Q: 17 clusters Score -8.854781e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 16964 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 6 contains 33890 members 
Mstep: Class 8 contains 244972 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 87071 members 
Mstep: Class 12 contains 48095 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 235851 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 44627 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 41911 members 
Mstep: Class 23 contains 17920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88550288.000000 Penalty: 53945.000000
Iteration 38Q: 17 clusters Score -8.855029e+07 nChanged 6974
Entering ConstructFrom: 
Score: -88550288.000000 Penalty: 53945.000000
Entering ConstructFrom: 
Trying to split cluster 2 (17293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Entering Unmasked Estep 
Score: -1963904.500000 Penalty: 2419.998047
	Iteration 0F: 2 clusters Score -1963904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1951632.875000 Penalty: 4839.996094
	Iteration 0F: 3 clusters Score -1951633 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1955729.375000 Penalty: 4839.996094
	Iteration 1F: 3 clusters Score -1955729 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1956555.375000 Penalty: 4839.996094
	Iteration 2F: 3 clusters Score -1956555 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1957612.125000 Penalty: 4839.996094
	Iteration 3F: 3 clusters Score -1957612 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1958841.625000 Penalty: 4839.996094
	Iteration 4F: 3 clusters Score -1958842 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1960060.750000 Penalty: 4839.996094
	Iteration 5F: 3 clusters Score -1960061 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1961086.125000 Penalty: 4839.996094
	Iteration 6F: 3 clusters Score -1961086 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1961806.500000 Penalty: 4839.996094
	Iteration 7Q: 3 clusters Score -1961806 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1962272.125000 Penalty: 4839.996094
	Iteration 8Q: 3 clusters Score -1962272 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1962540.375000 Penalty: 4839.996094
	Iteration 9Q: 3 clusters Score -1962540 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1962716.750000 Penalty: 4839.996094
	Iteration 10Q: 3 clusters Score -1962717 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1962811.125000 Penalty: 4839.996094
	Iteration 11Q: 3 clusters Score -1962811 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1962882.500000 Penalty: 4839.996094
	Iteration 12Q: 3 clusters Score -1962882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1962943.000000 Penalty: 4839.996094
	Iteration 13Q: 3 clusters Score -1962943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1962980.500000 Penalty: 4839.996094
	Iteration 14Q: 3 clusters Score -1962980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1963017.750000 Penalty: 4839.996094
	Iteration 15Q: 3 clusters Score -1963018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1963053.125000 Penalty: 4839.996094
	Iteration 16Q: 3 clusters Score -1963053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1963070.250000 Penalty: 4839.996094
	Iteration 17Q: 3 clusters Score -1963070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1963083.250000 Penalty: 4839.996094
	Iteration 18Q: 3 clusters Score -1963083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1963085.500000 Penalty: 4839.996094
	Iteration 19Q: 3 clusters Score -1963086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1963088.625000 Penalty: 4839.996094
	Iteration 20F: 3 clusters Score -1963089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1963088.625000 Penalty: 4839.996094
	Iteration 21Q: 3 clusters Score -1963089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1963091.250000 Penalty: 4839.996094
	Iteration 22Q: 3 clusters Score -1963091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1963095.875000 Penalty: 4839.996094
	Iteration 23Q: 3 clusters Score -1963096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1963093.250000 Penalty: 4839.996094
	Iteration 24Q: 3 clusters Score -1963093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1963093.250000 Penalty: 4839.996094
	Iteration 25F: 3 clusters Score -1963093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -810812.562500 Penalty: 2192.499756
	Iteration 0F: 2 clusters Score -810812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -805054.875000 Penalty: 4384.999512
	Iteration 0F: 3 clusters Score -805054.9 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -806539.000000 Penalty: 4384.999512
	Iteration 1F: 3 clusters Score -806539 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -806767.312500 Penalty: 4384.999512
	Iteration 2F: 3 clusters Score -806767.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -806915.500000 Penalty: 4384.999512
	Iteration 3Q: 3 clusters Score -806915.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807015.937500 Penalty: 4384.999512
	Iteration 4Q: 3 clusters Score -807015.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -807086.812500 Penalty: 4384.999512
	Iteration 5Q: 3 clusters Score -807086.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -807139.875000 Penalty: 4384.999512
	Iteration 6Q: 3 clusters Score -807139.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -807180.375000 Penalty: 4384.999512
	Iteration 7Q: 3 clusters Score -807180.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -807217.312500 Penalty: 4384.999512
	Iteration 8Q: 3 clusters Score -807217.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -807237.625000 Penalty: 4384.999512
	Iteration 9Q: 3 clusters Score -807237.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -807261.062500 Penalty: 4384.999512
	Iteration 10Q: 3 clusters Score -807261.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -807282.437500 Penalty: 4384.999512
	Iteration 11Q: 3 clusters Score -807282.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -807305.062500 Penalty: 4384.999512
	Iteration 12Q: 3 clusters Score -807305.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -807324.812500 Penalty: 4384.999512
	Iteration 13Q: 3 clusters Score -807324.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -807343.125000 Penalty: 4384.999512
	Iteration 14Q: 3 clusters Score -807343.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -807364.312500 Penalty: 4384.999512
	Iteration 15Q: 3 clusters Score -807364.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -807385.750000 Penalty: 4384.999512
	Iteration 16Q: 3 clusters Score -807385.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -807411.187500 Penalty: 4384.999512
	Iteration 17Q: 3 clusters Score -807411.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -807436.750000 Penalty: 4384.999512
	Iteration 18Q: 3 clusters Score -807436.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -807458.562500 Penalty: 4384.999512
	Iteration 19Q: 3 clusters Score -807458.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -807485.625000 Penalty: 4384.999512
	Iteration 20F: 3 clusters Score -807485.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -807520.125000 Penalty: 4384.999512
	Iteration 21Q: 3 clusters Score -807520.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -807554.250000 Penalty: 4384.999512
	Iteration 22Q: 3 clusters Score -807554.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -807589.500000 Penalty: 4384.999512
	Iteration 23Q: 3 clusters Score -807589.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -807625.187500 Penalty: 4384.999512
	Iteration 24Q: 3 clusters Score -807625.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -807665.500000 Penalty: 4384.999512
	Iteration 25Q: 3 clusters Score -807665.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -807704.625000 Penalty: 4384.999512
	Iteration 26Q: 3 clusters Score -807704.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -807748.562500 Penalty: 4384.999512
	Iteration 27Q: 3 clusters Score -807748.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -807815.687500 Penalty: 4384.999512
	Iteration 28Q: 3 clusters Score -807815.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -807886.625000 Penalty: 4384.999512
	Iteration 29Q: 3 clusters Score -807886.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -807960.562500 Penalty: 4384.999512
	Iteration 30Q: 3 clusters Score -807960.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -808044.375000 Penalty: 4384.999512
	Iteration 31Q: 3 clusters Score -808044.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -808134.125000 Penalty: 4384.999512
	Iteration 32Q: 3 clusters Score -808134.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -808237.937500 Penalty: 4384.999512
	Iteration 33Q: 3 clusters Score -808237.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -808323.000000 Penalty: 4384.999512
	Iteration 34Q: 3 clusters Score -808323 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -808390.375000 Penalty: 4384.999512
	Iteration 35Q: 3 clusters Score -808390.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -808448.437500 Penalty: 4384.999512
	Iteration 36Q: 3 clusters Score -808448.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -808503.812500 Penalty: 4384.999512
	Iteration 37Q: 3 clusters Score -808503.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -808536.687500 Penalty: 4384.999512
	Iteration 38Q: 3 clusters Score -808536.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -808571.687500 Penalty: 4384.999512
	Iteration 39Q: 3 clusters Score -808571.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -808605.625000 Penalty: 4384.999512
	Iteration 40F: 3 clusters Score -808605.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -808638.062500 Penalty: 4384.999512
	Iteration 41Q: 3 clusters Score -808638.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -808666.437500 Penalty: 4384.999512
	Iteration 42Q: 3 clusters Score -808666.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -808685.500000 Penalty: 4384.999512
	Iteration 43Q: 3 clusters Score -808685.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -808701.625000 Penalty: 4384.999512
	Iteration 44Q: 3 clusters Score -808701.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -808715.375000 Penalty: 4384.999512
	Iteration 45Q: 3 clusters Score -808715.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -808722.312500 Penalty: 4384.999512
	Iteration 46Q: 3 clusters Score -808722.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -808728.875000 Penalty: 4384.999512
	Iteration 47Q: 3 clusters Score -808728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -808734.187500 Penalty: 4384.999512
	Iteration 48Q: 3 clusters Score -808734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -808739.562500 Penalty: 4384.999512
	Iteration 49Q: 3 clusters Score -808739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -808745.625000 Penalty: 4384.999512
	Iteration 50Q: 3 clusters Score -808745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -808750.437500 Penalty: 4384.999512
	Iteration 51Q: 3 clusters Score -808750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -808752.187500 Penalty: 4384.999512
	Iteration 52Q: 3 clusters Score -808752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -808758.562500 Penalty: 4384.999512
	Iteration 53Q: 3 clusters Score -808758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -808766.000000 Penalty: 4384.999512
	Iteration 54Q: 3 clusters Score -808766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -808775.437500 Penalty: 4384.999512
	Iteration 55Q: 3 clusters Score -808775.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -808782.562500 Penalty: 4384.999512
	Iteration 56Q: 3 clusters Score -808782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -808791.625000 Penalty: 4384.999512
	Iteration 57Q: 3 clusters Score -808791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -808793.375000 Penalty: 4384.999512
	Iteration 58Q: 3 clusters Score -808793.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -808800.312500 Penalty: 4384.999512
	Iteration 59Q: 3 clusters Score -808800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -808808.812500 Penalty: 4384.999512
	Iteration 60F: 3 clusters Score -808808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -808816.500000 Penalty: 4384.999512
	Iteration 61Q: 3 clusters Score -808816.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -808824.187500 Penalty: 4384.999512
	Iteration 62Q: 3 clusters Score -808824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -808832.437500 Penalty: 4384.999512
	Iteration 63Q: 3 clusters Score -808832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -808836.187500 Penalty: 4384.999512
	Iteration 64Q: 3 clusters Score -808836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -808837.625000 Penalty: 4384.999512
	Iteration 65Q: 3 clusters Score -808837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -808841.437500 Penalty: 4384.999512
	Iteration 66Q: 3 clusters Score -808841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -808843.437500 Penalty: 4384.999512
	Iteration 67Q: 3 clusters Score -808843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -808843.062500 Penalty: 4384.999512
	Iteration 68Q: 3 clusters Score -808843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -808843.062500 Penalty: 4384.999512
	Iteration 69F: 3 clusters Score -808843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Entering Unmasked Estep 
Score: -3826913.250000 Penalty: 2587.164062
	Iteration 0F: 2 clusters Score -3826913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3803568.250000 Penalty: 5174.328125
	Iteration 0F: 3 clusters Score -3803568 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3811865.500000 Penalty: 5174.328125
	Iteration 1F: 3 clusters Score -3811866 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3812308.500000 Penalty: 5174.328125
	Iteration 2Q: 3 clusters Score -3812308 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3812762.500000 Penalty: 5174.328125
	Iteration 3Q: 3 clusters Score -3812762 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3813298.500000 Penalty: 5174.328125
	Iteration 4Q: 3 clusters Score -3813298 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3814037.500000 Penalty: 5174.328125
	Iteration 5Q: 3 clusters Score -3814038 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3815107.500000 Penalty: 5174.328125
	Iteration 6F: 3 clusters Score -3815108 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3816779.500000 Penalty: 5174.328125
	Iteration 7F: 3 clusters Score -3816780 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3819058.500000 Penalty: 5174.328125
	Iteration 8F: 3 clusters Score -3819058 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3821451.750000 Penalty: 5174.328125
	Iteration 9F: 3 clusters Score -3821452 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3823238.750000 Penalty: 5174.328125
	Iteration 10F: 3 clusters Score -3823239 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3824337.250000 Penalty: 5174.328125
	Iteration 11Q: 3 clusters Score -3824337 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3824949.250000 Penalty: 5174.328125
	Iteration 12Q: 3 clusters Score -3824949 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3825334.750000 Penalty: 5174.328125
	Iteration 13Q: 3 clusters Score -3825335 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3825605.500000 Penalty: 5174.328125
	Iteration 14Q: 3 clusters Score -3825606 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3825797.750000 Penalty: 5174.328125
	Iteration 15Q: 3 clusters Score -3825798 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3825963.250000 Penalty: 5174.328125
	Iteration 16Q: 3 clusters Score -3825963 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3826064.250000 Penalty: 5174.328125
	Iteration 17Q: 3 clusters Score -3826064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3826111.000000 Penalty: 5174.328125
	Iteration 18Q: 3 clusters Score -3826111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3826148.500000 Penalty: 5174.328125
	Iteration 19Q: 3 clusters Score -3826148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3826186.500000 Penalty: 5174.328125
	Iteration 20F: 3 clusters Score -3826186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3826204.250000 Penalty: 5174.328125
	Iteration 21Q: 3 clusters Score -3826204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3826216.500000 Penalty: 5174.328125
	Iteration 22Q: 3 clusters Score -3826216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -3826210.750000 Penalty: 5174.328125
	Iteration 23Q: 3 clusters Score -3826211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -3826225.750000 Penalty: 5174.328125
	Iteration 24Q: 3 clusters Score -3826226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3826228.500000 Penalty: 5174.328125
	Iteration 25Q: 3 clusters Score -3826228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3826226.250000 Penalty: 5174.328125
	Iteration 26Q: 3 clusters Score -3826226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3826237.250000 Penalty: 5174.328125
	Iteration 27Q: 3 clusters Score -3826237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3826231.000000 Penalty: 5174.328125
	Iteration 28Q: 3 clusters Score -3826231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3826232.500000 Penalty: 5174.328125
	Iteration 29Q: 3 clusters Score -3826232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3826231.750000 Penalty: 5174.328125
	Iteration 30Q: 3 clusters Score -3826232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3826235.250000 Penalty: 5174.328125
	Iteration 31Q: 3 clusters Score -3826235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3826233.750000 Penalty: 5174.328125
	Iteration 32Q: 3 clusters Score -3826234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3826233.750000 Penalty: 5174.328125
	Iteration 33F: 3 clusters Score -3826234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (244170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244170 members 
Entering Unmasked Estep 
Score: -27326478.000000 Penalty: 3076.593750
	Iteration 0F: 2 clusters Score -2.732648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122055 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -27174328.000000 Penalty: 6153.187500
	Iteration 0F: 3 clusters Score -2.717433e+07 nChanged 117822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 120983 members 
Entering Unmasked Estep 
Score: -27244424.000000 Penalty: 6153.187500
	Iteration 1F: 3 clusters Score -2.724442e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124263 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -27245834.000000 Penalty: 6153.187500
	Iteration 2Q: 3 clusters Score -2.724583e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -27248382.000000 Penalty: 6153.187500
	Iteration 3Q: 3 clusters Score -2.724838e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -27251628.000000 Penalty: 6153.187500
	Iteration 4Q: 3 clusters Score -2.725163e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -27255794.000000 Penalty: 6153.187500
	Iteration 5Q: 3 clusters Score -2.725579e+07 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133871 members 
Mstep: Class 2 contains 110299 members 
Entering Unmasked Estep 
Score: -27261108.000000 Penalty: 6153.187500
	Iteration 6Q: 3 clusters Score -2.726111e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137603 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -27268620.000000 Penalty: 6153.187500
	Iteration 7F: 3 clusters Score -2.726862e+07 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -27278328.000000 Penalty: 6153.187500
	Iteration 8F: 3 clusters Score -2.727833e+07 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144478 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -27289114.000000 Penalty: 6153.187500
	Iteration 9F: 3 clusters Score -2.728911e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146299 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -27296872.000000 Penalty: 6153.187500
	Iteration 10F: 3 clusters Score -2.729687e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -27300464.000000 Penalty: 6153.187500
	Iteration 11Q: 3 clusters Score -2.730046e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -27301900.000000 Penalty: 6153.187500
	Iteration 12Q: 3 clusters Score -2.73019e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149282 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -27302482.000000 Penalty: 6153.187500
	Iteration 13Q: 3 clusters Score -2.730248e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -27303102.000000 Penalty: 6153.187500
	Iteration 14Q: 3 clusters Score -2.73031e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -27303450.000000 Penalty: 6153.187500
	Iteration 15Q: 3 clusters Score -2.730345e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -27303908.000000 Penalty: 6153.187500
	Iteration 16Q: 3 clusters Score -2.730391e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -27304348.000000 Penalty: 6153.187500
	Iteration 17Q: 3 clusters Score -2.730435e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -27304680.000000 Penalty: 6153.187500
	Iteration 18Q: 3 clusters Score -2.730468e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -27305052.000000 Penalty: 6153.187500
	Iteration 19Q: 3 clusters Score -2.730505e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -27305358.000000 Penalty: 6153.187500
	Iteration 20F: 3 clusters Score -2.730536e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -27305884.000000 Penalty: 6153.187500
	Iteration 21Q: 3 clusters Score -2.730588e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -27306310.000000 Penalty: 6153.187500
	Iteration 22Q: 3 clusters Score -2.730631e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -27306706.000000 Penalty: 6153.187500
	Iteration 23Q: 3 clusters Score -2.730671e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -27306976.000000 Penalty: 6153.187500
	Iteration 24Q: 3 clusters Score -2.730698e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -27307224.000000 Penalty: 6153.187500
	Iteration 25Q: 3 clusters Score -2.730722e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -27307574.000000 Penalty: 6153.187500
	Iteration 26Q: 3 clusters Score -2.730757e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152936 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -27308088.000000 Penalty: 6153.187500
	Iteration 27Q: 3 clusters Score -2.730809e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -27308712.000000 Penalty: 6153.187500
	Iteration 28Q: 3 clusters Score -2.730871e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151814 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -27309160.000000 Penalty: 6153.187500
	Iteration 29Q: 3 clusters Score -2.730916e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -27309686.000000 Penalty: 6153.187500
	Iteration 30Q: 3 clusters Score -2.730969e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150511 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -27310244.000000 Penalty: 6153.187500
	Iteration 31Q: 3 clusters Score -2.731024e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -27310824.000000 Penalty: 6153.187500
	Iteration 32Q: 3 clusters Score -2.731082e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -27311364.000000 Penalty: 6153.187500
	Iteration 33Q: 3 clusters Score -2.731136e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -27311570.000000 Penalty: 6153.187500
	Iteration 34Q: 3 clusters Score -2.731157e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 97098 members 
Entering Unmasked Estep 
Score: -27311990.000000 Penalty: 6153.187500
	Iteration 35Q: 3 clusters Score -2.731199e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146208 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
Score: -27312246.000000 Penalty: 6153.187500
	Iteration 36Q: 3 clusters Score -2.731225e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -27312760.000000 Penalty: 6153.187500
	Iteration 37Q: 3 clusters Score -2.731276e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
Score: -27312910.000000 Penalty: 6153.187500
	Iteration 38Q: 3 clusters Score -2.731291e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143726 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -27313068.000000 Penalty: 6153.187500
	Iteration 39Q: 3 clusters Score -2.731307e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -27313170.000000 Penalty: 6153.187500
	Iteration 40F: 3 clusters Score -2.731317e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142056 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -27313260.000000 Penalty: 6153.187500
	Iteration 41Q: 3 clusters Score -2.731326e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141196 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -27313332.000000 Penalty: 6153.187500
	Iteration 42Q: 3 clusters Score -2.731333e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140348 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -27313494.000000 Penalty: 6153.187500
	Iteration 43Q: 3 clusters Score -2.731349e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139475 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -27313648.000000 Penalty: 6153.187500
	Iteration 44Q: 3 clusters Score -2.731365e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138604 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -27313638.000000 Penalty: 6153.187500
	Iteration 45Q: 3 clusters Score -2.731364e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137716 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -27313776.000000 Penalty: 6153.187500
	Iteration 46Q: 3 clusters Score -2.731378e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136803 members 
Mstep: Class 2 contains 107367 members 
Entering Unmasked Estep 
Score: -27313804.000000 Penalty: 6153.187500
	Iteration 47Q: 3 clusters Score -2.73138e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135859 members 
Mstep: Class 2 contains 108311 members 
Entering Unmasked Estep 
Score: -27313944.000000 Penalty: 6153.187500
	Iteration 48Q: 3 clusters Score -2.731394e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -27314086.000000 Penalty: 6153.187500
	Iteration 49Q: 3 clusters Score -2.731409e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133857 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -27314140.000000 Penalty: 6153.187500
	Iteration 50Q: 3 clusters Score -2.731414e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132783 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -27314152.000000 Penalty: 6153.187500
	Iteration 51Q: 3 clusters Score -2.731415e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131647 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -27314224.000000 Penalty: 6153.187500
	Iteration 52Q: 3 clusters Score -2.731422e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -27314382.000000 Penalty: 6153.187500
	Iteration 53Q: 3 clusters Score -2.731438e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129186 members 
Mstep: Class 2 contains 114984 members 
Entering Unmasked Estep 
Score: -27314534.000000 Penalty: 6153.187500
	Iteration 54Q: 3 clusters Score -2.731453e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127906 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -27314650.000000 Penalty: 6153.187500
	Iteration 55Q: 3 clusters Score -2.731465e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -27314722.000000 Penalty: 6153.187500
	Iteration 56Q: 3 clusters Score -2.731472e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -27314840.000000 Penalty: 6153.187500
	Iteration 57Q: 3 clusters Score -2.731484e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -27314892.000000 Penalty: 6153.187500
	Iteration 58Q: 3 clusters Score -2.731489e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122646 members 
Mstep: Class 2 contains 121524 members 
Entering Unmasked Estep 
Score: -27314968.000000 Penalty: 6153.187500
	Iteration 59Q: 3 clusters Score -2.731497e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121256 members 
Mstep: Class 2 contains 122914 members 
Entering Unmasked Estep 
Score: -27315238.000000 Penalty: 6153.187500
	Iteration 60F: 3 clusters Score -2.731524e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -27315482.000000 Penalty: 6153.187500
	Iteration 61Q: 3 clusters Score -2.731548e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -27315592.000000 Penalty: 6153.187500
	Iteration 62Q: 3 clusters Score -2.731559e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 127070 members 
Entering Unmasked Estep 
Score: -27315782.000000 Penalty: 6153.187500
	Iteration 63Q: 3 clusters Score -2.731578e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 128453 members 
Entering Unmasked Estep 
Score: -27315912.000000 Penalty: 6153.187500
	Iteration 64Q: 3 clusters Score -2.731591e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -27316032.000000 Penalty: 6153.187500
	Iteration 65Q: 3 clusters Score -2.731603e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112994 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -27316144.000000 Penalty: 6153.187500
	Iteration 66Q: 3 clusters Score -2.731614e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 132615 members 
Entering Unmasked Estep 
Score: -27316424.000000 Penalty: 6153.187500
	Iteration 67Q: 3 clusters Score -2.731642e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 134002 members 
Entering Unmasked Estep 
Score: -27316368.000000 Penalty: 6153.187500
	Iteration 68Q: 3 clusters Score -2.731637e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 135402 members 
Entering Unmasked Estep 
Score: -27316382.000000 Penalty: 6153.187500
	Iteration 69Q: 3 clusters Score -2.731638e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -27316466.000000 Penalty: 6153.187500
	Iteration 70Q: 3 clusters Score -2.731647e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105905 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -27316524.000000 Penalty: 6153.187500
	Iteration 71Q: 3 clusters Score -2.731652e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 139801 members 
Entering Unmasked Estep 
Score: -27316632.000000 Penalty: 6153.187500
	Iteration 72Q: 3 clusters Score -2.731663e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -27316756.000000 Penalty: 6153.187500
	Iteration 73Q: 3 clusters Score -2.731676e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -27316868.000000 Penalty: 6153.187500
	Iteration 74Q: 3 clusters Score -2.731687e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -27317088.000000 Penalty: 6153.187500
	Iteration 75Q: 3 clusters Score -2.731709e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 146449 members 
Entering Unmasked Estep 
Score: -27317256.000000 Penalty: 6153.187500
	Iteration 76Q: 3 clusters Score -2.731726e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -27317478.000000 Penalty: 6153.187500
	Iteration 77Q: 3 clusters Score -2.731748e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 150035 members 
Entering Unmasked Estep 
Score: -27317594.000000 Penalty: 6153.187500
	Iteration 78Q: 3 clusters Score -2.731759e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 151920 members 
Entering Unmasked Estep 
Score: -27317834.000000 Penalty: 6153.187500
	Iteration 79Q: 3 clusters Score -2.731783e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -27317922.000000 Penalty: 6153.187500
	Iteration 80F: 3 clusters Score -2.731792e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 155879 members 
Entering Unmasked Estep 
Score: -27318114.000000 Penalty: 6153.187500
	Iteration 81Q: 3 clusters Score -2.731811e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -27318248.000000 Penalty: 6153.187500
	Iteration 82Q: 3 clusters Score -2.731825e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -27318464.000000 Penalty: 6153.187500
	Iteration 83Q: 3 clusters Score -2.731846e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -27318776.000000 Penalty: 6153.187500
	Iteration 84Q: 3 clusters Score -2.731878e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -27318864.000000 Penalty: 6153.187500
	Iteration 85Q: 3 clusters Score -2.731886e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 166309 members 
Entering Unmasked Estep 
Score: -27318942.000000 Penalty: 6153.187500
	Iteration 86Q: 3 clusters Score -2.731894e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -27318998.000000 Penalty: 6153.187500
	Iteration 87Q: 3 clusters Score -2.7319e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -27319346.000000 Penalty: 6153.187500
	Iteration 88Q: 3 clusters Score -2.731935e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -27319578.000000 Penalty: 6153.187500
	Iteration 89Q: 3 clusters Score -2.731958e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -27319804.000000 Penalty: 6153.187500
	Iteration 90Q: 3 clusters Score -2.73198e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -27320144.000000 Penalty: 6153.187500
	Iteration 91Q: 3 clusters Score -2.732014e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 179668 members 
Entering Unmasked Estep 
Score: -27320438.000000 Penalty: 6153.187500
	Iteration 92Q: 3 clusters Score -2.732044e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 181968 members 
Entering Unmasked Estep 
Score: -27320936.000000 Penalty: 6153.187500
	Iteration 93Q: 3 clusters Score -2.732094e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 184307 members 
Entering Unmasked Estep 
Score: -27321244.000000 Penalty: 6153.187500
	Iteration 94Q: 3 clusters Score -2.732124e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 186710 members 
Entering Unmasked Estep 
Score: -27321568.000000 Penalty: 6153.187500
	Iteration 95Q: 3 clusters Score -2.732157e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 189138 members 
Entering Unmasked Estep 
Score: -27321968.000000 Penalty: 6153.187500
	Iteration 96Q: 3 clusters Score -2.732197e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 191609 members 
Entering Unmasked Estep 
Score: -27322412.000000 Penalty: 6153.187500
	Iteration 97Q: 3 clusters Score -2.732241e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 194145 members 
Entering Unmasked Estep 
Score: -27323000.000000 Penalty: 6153.187500
	Iteration 98Q: 3 clusters Score -2.7323e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 196745 members 
Entering Unmasked Estep 
Score: -27323384.000000 Penalty: 6153.187500
	Iteration 99Q: 3 clusters Score -2.732338e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 199247 members 
Entering Unmasked Estep 
Score: -27323892.000000 Penalty: 6153.187500
	Iteration 100F: 3 clusters Score -2.732389e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 201659 members 
Entering Unmasked Estep 
Score: -27324302.000000 Penalty: 6153.187500
	Iteration 101Q: 3 clusters Score -2.73243e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 203998 members 
Entering Unmasked Estep 
Score: -27324960.000000 Penalty: 6153.187500
	Iteration 102Q: 3 clusters Score -2.732496e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 206240 members 
Entering Unmasked Estep 
Score: -27325288.000000 Penalty: 6153.187500
	Iteration 103Q: 3 clusters Score -2.732529e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 208418 members 
Entering Unmasked Estep 
Score: -27325832.000000 Penalty: 6153.187500
	Iteration 104Q: 3 clusters Score -2.732583e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 210512 members 
Entering Unmasked Estep 
Score: -27326308.000000 Penalty: 6153.187500
	Iteration 105Q: 3 clusters Score -2.732631e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 212607 members 
Entering Unmasked Estep 
Score: -27326624.000000 Penalty: 6153.187500
	Iteration 106Q: 3 clusters Score -2.732662e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 214738 members 
Entering Unmasked Estep 
Score: -27327136.000000 Penalty: 6153.187500
	Iteration 107Q: 3 clusters Score -2.732714e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 216819 members 
Entering Unmasked Estep 
Score: -27327704.000000 Penalty: 6153.187500
	Iteration 108Q: 3 clusters Score -2.73277e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 218783 members 
Entering Unmasked Estep 
Score: -27328150.000000 Penalty: 6153.187500
	Iteration 109Q: 3 clusters Score -2.732815e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 220688 members 
Entering Unmasked Estep 
Score: -27328232.000000 Penalty: 6153.187500
	Iteration 110Q: 3 clusters Score -2.732823e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 222485 members 
Entering Unmasked Estep 
Score: -27328318.000000 Penalty: 6153.187500
	Iteration 111Q: 3 clusters Score -2.732832e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 224172 members 
Entering Unmasked Estep 
Score: -27328312.000000 Penalty: 6153.187500
	Iteration 112Q: 3 clusters Score -2.732831e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -27328428.000000 Penalty: 6153.187500
	Iteration 113Q: 3 clusters Score -2.732843e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 227230 members 
Entering Unmasked Estep 
Score: -27328176.000000 Penalty: 6153.187500
	Iteration 114Q: 3 clusters Score -2.732818e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 228631 members 
Entering Unmasked Estep 
Score: -27328336.000000 Penalty: 6153.187500
	Iteration 115Q: 3 clusters Score -2.732834e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 229970 members 
Entering Unmasked Estep 
Score: -27328158.000000 Penalty: 6153.187500
	Iteration 116Q: 3 clusters Score -2.732816e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 231215 members 
Entering Unmasked Estep 
Score: -27328032.000000 Penalty: 6153.187500
	Iteration 117Q: 3 clusters Score -2.732803e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 232386 members 
Entering Unmasked Estep 
Score: -27327856.000000 Penalty: 6153.187500
	Iteration 118Q: 3 clusters Score -2.732786e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 233520 members 
Entering Unmasked Estep 
Score: -27327720.000000 Penalty: 6153.187500
	Iteration 119Q: 3 clusters Score -2.732772e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 234533 members 
Entering Unmasked Estep 
Score: -27327520.000000 Penalty: 6153.187500
	Iteration 120F: 3 clusters Score -2.732752e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 235421 members 
Entering Unmasked Estep 
Score: -27327302.000000 Penalty: 6153.187500
	Iteration 121Q: 3 clusters Score -2.73273e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 236210 members 
Entering Unmasked Estep 
Score: -27327246.000000 Penalty: 6153.187500
	Iteration 122Q: 3 clusters Score -2.732725e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 236888 members 
Entering Unmasked Estep 
Score: -27327144.000000 Penalty: 6153.187500
	Iteration 123Q: 3 clusters Score -2.732714e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 237479 members 
Entering Unmasked Estep 
Score: -27327074.000000 Penalty: 6153.187500
	Iteration 124Q: 3 clusters Score -2.732707e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 237962 members 
Entering Unmasked Estep 
Score: -27326974.000000 Penalty: 6153.187500
	Iteration 125Q: 3 clusters Score -2.732697e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 238403 members 
Entering Unmasked Estep 
Score: -27327074.000000 Penalty: 6153.187500
	Iteration 126Q: 3 clusters Score -2.732707e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 238837 members 
Entering Unmasked Estep 
Score: -27327068.000000 Penalty: 6153.187500
	Iteration 127Q: 3 clusters Score -2.732707e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 239241 members 
Entering Unmasked Estep 
Score: -27327000.000000 Penalty: 6153.187500
	Iteration 128Q: 3 clusters Score -2.7327e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 239607 members 
Entering Unmasked Estep 
Score: -27326980.000000 Penalty: 6153.187500
	Iteration 129Q: 3 clusters Score -2.732698e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 239911 members 
Entering Unmasked Estep 
Score: -27326982.000000 Penalty: 6153.187500
	Iteration 130Q: 3 clusters Score -2.732698e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 240171 members 
Entering Unmasked Estep 
Score: -27326954.000000 Penalty: 6153.187500
	Iteration 131Q: 3 clusters Score -2.732695e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 240392 members 
Entering Unmasked Estep 
Score: -27326804.000000 Penalty: 6153.187500
	Iteration 132Q: 3 clusters Score -2.73268e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 240585 members 
Entering Unmasked Estep 
Score: -27326800.000000 Penalty: 6153.187500
	Iteration 133Q: 3 clusters Score -2.73268e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 240738 members 
Entering Unmasked Estep 
Score: -27326800.000000 Penalty: 6153.187500
	Iteration 134Q: 3 clusters Score -2.73268e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 240888 members 
Entering Unmasked Estep 
Score: -27326810.000000 Penalty: 6153.187500
	Iteration 135Q: 3 clusters Score -2.732681e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 241030 members 
Entering Unmasked Estep 
Score: -27326750.000000 Penalty: 6153.187500
	Iteration 136Q: 3 clusters Score -2.732675e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 241162 members 
Entering Unmasked Estep 
Score: -27326708.000000 Penalty: 6153.187500
	Iteration 137Q: 3 clusters Score -2.732671e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 241276 members 
Entering Unmasked Estep 
Score: -27326676.000000 Penalty: 6153.187500
	Iteration 138Q: 3 clusters Score -2.732668e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 241382 members 
Entering Unmasked Estep 
Score: -27326670.000000 Penalty: 6153.187500
	Iteration 139Q: 3 clusters Score -2.732667e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 241462 members 
Entering Unmasked Estep 
Score: -27326630.000000 Penalty: 6153.187500
	Iteration 140F: 3 clusters Score -2.732663e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 241541 members 
Entering Unmasked Estep 
Score: -27326566.000000 Penalty: 6153.187500
	Iteration 141Q: 3 clusters Score -2.732657e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 241613 members 
Entering Unmasked Estep 
Score: -27326526.000000 Penalty: 6153.187500
	Iteration 142Q: 3 clusters Score -2.732653e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 241668 members 
Entering Unmasked Estep 
Score: -27326514.000000 Penalty: 6153.187500
	Iteration 143Q: 3 clusters Score -2.732651e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 241728 members 
Entering Unmasked Estep 
Score: -27326524.000000 Penalty: 6153.187500
	Iteration 144Q: 3 clusters Score -2.732652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 241782 members 
Entering Unmasked Estep 
Score: -27326506.000000 Penalty: 6153.187500
	Iteration 145Q: 3 clusters Score -2.732651e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 241835 members 
Entering Unmasked Estep 
Score: -27326492.000000 Penalty: 6153.187500
	Iteration 146Q: 3 clusters Score -2.732649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 241891 members 
Entering Unmasked Estep 
Score: -27326516.000000 Penalty: 6153.187500
	Iteration 147Q: 3 clusters Score -2.732652e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 241933 members 
Entering Unmasked Estep 
Score: -27326502.000000 Penalty: 6153.187500
	Iteration 148Q: 3 clusters Score -2.73265e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 241972 members 
Entering Unmasked Estep 
Score: -27326478.000000 Penalty: 6153.187500
	Iteration 149Q: 3 clusters Score -2.732648e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 242010 members 
Entering Unmasked Estep 
Score: -27326494.000000 Penalty: 6153.187500
	Iteration 150Q: 3 clusters Score -2.732649e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 242034 members 
Entering Unmasked Estep 
Score: -27326482.000000 Penalty: 6153.187500
	Iteration 151Q: 3 clusters Score -2.732648e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 242051 members 
Entering Unmasked Estep 
Score: -27326456.000000 Penalty: 6153.187500
	Iteration 152Q: 3 clusters Score -2.732646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 242064 members 
Entering Unmasked Estep 
Score: -27326472.000000 Penalty: 6153.187500
	Iteration 153Q: 3 clusters Score -2.732647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 242080 members 
Entering Unmasked Estep 
Score: -27326470.000000 Penalty: 6153.187500
	Iteration 154Q: 3 clusters Score -2.732647e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 242096 members 
Entering Unmasked Estep 
Score: -27326466.000000 Penalty: 6153.187500
	Iteration 155Q: 3 clusters Score -2.732647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 242121 members 
Entering Unmasked Estep 
Score: -27326484.000000 Penalty: 6153.187500
	Iteration 156Q: 3 clusters Score -2.732648e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 242142 members 
Entering Unmasked Estep 
Score: -27326498.000000 Penalty: 6153.187500
	Iteration 157Q: 3 clusters Score -2.73265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 242163 members 
Entering Unmasked Estep 
Score: -27326492.000000 Penalty: 6153.187500
	Iteration 158Q: 3 clusters Score -2.732649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 242175 members 
Entering Unmasked Estep 
Score: -27326492.000000 Penalty: 6153.187500
	Iteration 159Q: 3 clusters Score -2.732649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 242193 members 
Entering Unmasked Estep 
Score: -27326490.000000 Penalty: 6153.187500
	Iteration 160F: 3 clusters Score -2.732649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 242197 members 
Entering Unmasked Estep 
Score: -27326502.000000 Penalty: 6153.187500
	Iteration 161Q: 3 clusters Score -2.73265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 242210 members 
Entering Unmasked Estep 
Score: -27326502.000000 Penalty: 6153.187500
	Iteration 162Q: 3 clusters Score -2.73265e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 242223 members 
Entering Unmasked Estep 
Score: -27326490.000000 Penalty: 6153.187500
	Iteration 163Q: 3 clusters Score -2.732649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 242242 members 
Entering Unmasked Estep 
Score: -27326474.000000 Penalty: 6153.187500
	Iteration 164Q: 3 clusters Score -2.732647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 242253 members 
Entering Unmasked Estep 
Score: -27326486.000000 Penalty: 6153.187500
	Iteration 165Q: 3 clusters Score -2.732649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 242265 members 
Entering Unmasked Estep 
Score: -27326452.000000 Penalty: 6153.187500
	Iteration 166Q: 3 clusters Score -2.732645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 242280 members 
Entering Unmasked Estep 
Score: -27326422.000000 Penalty: 6153.187500
	Iteration 167Q: 3 clusters Score -2.732642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 242287 members 
Entering Unmasked Estep 
Score: -27326416.000000 Penalty: 6153.187500
	Iteration 168Q: 3 clusters Score -2.732642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 242299 members 
Entering Unmasked Estep 
Score: -27326410.000000 Penalty: 6153.187500
	Iteration 169Q: 3 clusters Score -2.732641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 242317 members 
Entering Unmasked Estep 
Score: -27326394.000000 Penalty: 6153.187500
	Iteration 170Q: 3 clusters Score -2.732639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 242325 members 
Entering Unmasked Estep 
Score: -27326398.000000 Penalty: 6153.187500
	Iteration 171Q: 3 clusters Score -2.73264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 242336 members 
Entering Unmasked Estep 
Score: -27326398.000000 Penalty: 6153.187500
	Iteration 172Q: 3 clusters Score -2.73264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 242347 members 
Entering Unmasked Estep 
Score: -27326376.000000 Penalty: 6153.187500
	Iteration 173Q: 3 clusters Score -2.732638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 242353 members 
Entering Unmasked Estep 
Score: -27326408.000000 Penalty: 6153.187500
	Iteration 174Q: 3 clusters Score -2.732641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 242358 members 
Entering Unmasked Estep 
Score: -27326418.000000 Penalty: 6153.187500
	Iteration 175Q: 3 clusters Score -2.732642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 242363 members 
Entering Unmasked Estep 
Score: -27326404.000000 Penalty: 6153.187500
	Iteration 176Q: 3 clusters Score -2.73264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 242369 members 
Entering Unmasked Estep 
Score: -27326394.000000 Penalty: 6153.187500
	Iteration 177Q: 3 clusters Score -2.732639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 242366 members 
Entering Unmasked Estep 
Score: -27326400.000000 Penalty: 6153.187500
	Iteration 178Q: 3 clusters Score -2.73264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 242363 members 
Entering Unmasked Estep 
Score: -27326414.000000 Penalty: 6153.187500
	Iteration 179Q: 3 clusters Score -2.732641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 242364 members 
Entering Unmasked Estep 
Score: -27326434.000000 Penalty: 6153.187500
	Iteration 180F: 3 clusters Score -2.732643e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 242365 members 
Entering Unmasked Estep 
Score: -27326470.000000 Penalty: 6153.187500
	Iteration 181Q: 3 clusters Score -2.732647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 242358 members 
Entering Unmasked Estep 
Score: -27326486.000000 Penalty: 6153.187500
	Iteration 182Q: 3 clusters Score -2.732649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 242346 members 
Entering Unmasked Estep 
Score: -27326504.000000 Penalty: 6153.187500
	Iteration 183Q: 3 clusters Score -2.73265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 242332 members 
Entering Unmasked Estep 
Score: -27326490.000000 Penalty: 6153.187500
	Iteration 184Q: 3 clusters Score -2.732649e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 242324 members 
Entering Unmasked Estep 
Score: -27326506.000000 Penalty: 6153.187500
	Iteration 185Q: 3 clusters Score -2.732651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 242319 members 
Entering Unmasked Estep 
Score: -27326516.000000 Penalty: 6153.187500
	Iteration 186Q: 3 clusters Score -2.732652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 242309 members 
Entering Unmasked Estep 
Score: -27326518.000000 Penalty: 6153.187500
	Iteration 187Q: 3 clusters Score -2.732652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 242310 members 
Entering Unmasked Estep 
Score: -27326552.000000 Penalty: 6153.187500
	Iteration 188Q: 3 clusters Score -2.732655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 242309 members 
Entering Unmasked Estep 
Score: -27326560.000000 Penalty: 6153.187500
	Iteration 189Q: 3 clusters Score -2.732656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 242309 members 
Entering Unmasked Estep 
Score: -27326548.000000 Penalty: 6153.187500
	Iteration 190Q: 3 clusters Score -2.732655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 242306 members 
Entering Unmasked Estep 
Score: -27326554.000000 Penalty: 6153.187500
	Iteration 191Q: 3 clusters Score -2.732655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 242294 members 
Entering Unmasked Estep 
Score: -27326558.000000 Penalty: 6153.187500
	Iteration 192Q: 3 clusters Score -2.732656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 242276 members 
Entering Unmasked Estep 
Score: -27326576.000000 Penalty: 6153.187500
	Iteration 193Q: 3 clusters Score -2.732658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 242267 members 
Entering Unmasked Estep 
Score: -27326598.000000 Penalty: 6153.187500
	Iteration 194Q: 3 clusters Score -2.73266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 242259 members 
Entering Unmasked Estep 
Score: -27326626.000000 Penalty: 6153.187500
	Iteration 195Q: 3 clusters Score -2.732663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 242246 members 
Entering Unmasked Estep 
Score: -27326616.000000 Penalty: 6153.187500
	Iteration 196Q: 3 clusters Score -2.732662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 242243 members 
Entering Unmasked Estep 
Score: -27326604.000000 Penalty: 6153.187500
	Iteration 197Q: 3 clusters Score -2.73266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 242236 members 
Entering Unmasked Estep 
Score: -27326608.000000 Penalty: 6153.187500
	Iteration 198Q: 3 clusters Score -2.732661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 242241 members 
Entering Unmasked Estep 
Score: -27326634.000000 Penalty: 6153.187500
	Iteration 199Q: 3 clusters Score -2.732663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 242248 members 
Entering Unmasked Estep 
Score: -27326606.000000 Penalty: 6153.187500
	Iteration 200F: 3 clusters Score -2.732661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 242242 members 
Entering Unmasked Estep 
Score: -27326606.000000 Penalty: 6153.187500
	Iteration 201Q: 3 clusters Score -2.732661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 242249 members 
Entering Unmasked Estep 
Score: -27326600.000000 Penalty: 6153.187500
	Iteration 202Q: 3 clusters Score -2.73266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 242255 members 
Entering Unmasked Estep 
Score: -27326616.000000 Penalty: 6153.187500
	Iteration 203Q: 3 clusters Score -2.732662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 242261 members 
Entering Unmasked Estep 
Score: -27326592.000000 Penalty: 6153.187500
	Iteration 204Q: 3 clusters Score -2.732659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 242267 members 
Entering Unmasked Estep 
Score: -27326584.000000 Penalty: 6153.187500
	Iteration 205Q: 3 clusters Score -2.732658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 242272 members 
Entering Unmasked Estep 
Score: -27326580.000000 Penalty: 6153.187500
	Iteration 206Q: 3 clusters Score -2.732658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 242272 members 
Entering Unmasked Estep 
Score: -27326568.000000 Penalty: 6153.187500
	Iteration 207Q: 3 clusters Score -2.732657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 242276 members 
Entering Unmasked Estep 
Score: -27326600.000000 Penalty: 6153.187500
	Iteration 208Q: 3 clusters Score -2.73266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 242279 members 
Entering Unmasked Estep 
Score: -27326606.000000 Penalty: 6153.187500
	Iteration 209Q: 3 clusters Score -2.732661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 242282 members 
Entering Unmasked Estep 
Score: -27326614.000000 Penalty: 6153.187500
	Iteration 210Q: 3 clusters Score -2.732661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 242285 members 
Entering Unmasked Estep 
Score: -27326604.000000 Penalty: 6153.187500
	Iteration 211Q: 3 clusters Score -2.73266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 242279 members 
Entering Unmasked Estep 
Score: -27326630.000000 Penalty: 6153.187500
	Iteration 212Q: 3 clusters Score -2.732663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 242277 members 
Entering Unmasked Estep 
Score: -27326610.000000 Penalty: 6153.187500
	Iteration 213Q: 3 clusters Score -2.732661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 242270 members 
Entering Unmasked Estep 
Score: -27326612.000000 Penalty: 6153.187500
	Iteration 214Q: 3 clusters Score -2.732661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 242263 members 
Entering Unmasked Estep 
Score: -27326626.000000 Penalty: 6153.187500
	Iteration 215Q: 3 clusters Score -2.732663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 242259 members 
Entering Unmasked Estep 
Score: -27326630.000000 Penalty: 6153.187500
	Iteration 216Q: 3 clusters Score -2.732663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 242256 members 
Entering Unmasked Estep 
Score: -27326632.000000 Penalty: 6153.187500
	Iteration 217Q: 3 clusters Score -2.732663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 242251 members 
Entering Unmasked Estep 
Score: -27326630.000000 Penalty: 6153.187500
	Iteration 218Q: 3 clusters Score -2.732663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 242253 members 
Entering Unmasked Estep 
Score: -27326630.000000 Penalty: 6153.187500
	Iteration 219Q: 3 clusters Score -2.732663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 242250 members 
Entering Unmasked Estep 
Score: -27326654.000000 Penalty: 6153.187500
	Iteration 220F: 3 clusters Score -2.732665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 242245 members 
Entering Unmasked Estep 
Score: -27326650.000000 Penalty: 6153.187500
	Iteration 221Q: 3 clusters Score -2.732665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 242239 members 
Entering Unmasked Estep 
Score: -27326644.000000 Penalty: 6153.187500
	Iteration 222Q: 3 clusters Score -2.732664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 242233 members 
Entering Unmasked Estep 
Score: -27326654.000000 Penalty: 6153.187500
	Iteration 223Q: 3 clusters Score -2.732665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 242231 members 
Entering Unmasked Estep 
Score: -27326656.000000 Penalty: 6153.187500
	Iteration 224Q: 3 clusters Score -2.732666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 242231 members 
Entering Unmasked Estep 
Score: -27326668.000000 Penalty: 6153.187500
	Iteration 225Q: 3 clusters Score -2.732667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 242230 members 
Entering Unmasked Estep 
Score: -27326664.000000 Penalty: 6153.187500
	Iteration 226Q: 3 clusters Score -2.732666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 242226 members 
Entering Unmasked Estep 
Score: -27326666.000000 Penalty: 6153.187500
	Iteration 227Q: 3 clusters Score -2.732667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 242225 members 
Entering Unmasked Estep 
Score: -27326656.000000 Penalty: 6153.187500
	Iteration 228Q: 3 clusters Score -2.732666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 242227 members 
Entering Unmasked Estep 
Score: -27326656.000000 Penalty: 6153.187500
	Iteration 229Q: 3 clusters Score -2.732666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 242227 members 
Entering Unmasked Estep 
Score: -27326656.000000 Penalty: 6153.187500
	Iteration 230F: 3 clusters Score -2.732666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 242227 members 
Mstep: Class 2 contains 17293 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 6 contains 33932 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 89622 members 
Mstep: Class 12 contains 47825 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 235289 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 20 contains 44496 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 41851 members 
Mstep: Class 23 contains 17327 members 
Entering Unmasked Estep 
Score: -88551496.000000 Penalty: 57316.562500
Splitting cluster 8 changes total score from -88550288.000000 to -88551496.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (14289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Entering Unmasked Estep 
Score: -1604627.375000 Penalty: 2372.676758
	Iteration 0F: 2 clusters Score -1604627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1594179.500000 Penalty: 4745.353516
	Iteration 0F: 3 clusters Score -1594180 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1597494.875000 Penalty: 4745.353516
	Iteration 1F: 3 clusters Score -1597495 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1597843.125000 Penalty: 4745.353516
	Iteration 2F: 3 clusters Score -1597843 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1598141.625000 Penalty: 4745.353516
	Iteration 3Q: 3 clusters Score -1598142 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1598427.375000 Penalty: 4745.353516
	Iteration 4Q: 3 clusters Score -1598427 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1598724.500000 Penalty: 4745.353516
	Iteration 5Q: 3 clusters Score -1598724 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1599043.375000 Penalty: 4745.353516
	Iteration 6Q: 3 clusters Score -1599043 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1599430.250000 Penalty: 4745.353516
	Iteration 7Q: 3 clusters Score -1599430 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1599944.625000 Penalty: 4745.353516
	Iteration 8Q: 3 clusters Score -1599945 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1600559.000000 Penalty: 4745.353516
	Iteration 9F: 3 clusters Score -1600559 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1601136.000000 Penalty: 4745.353516
	Iteration 10F: 3 clusters Score -1601136 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1601589.000000 Penalty: 4745.353516
	Iteration 11F: 3 clusters Score -1601589 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1601878.125000 Penalty: 4745.353516
	Iteration 12Q: 3 clusters Score -1601878 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1602078.625000 Penalty: 4745.353516
	Iteration 13Q: 3 clusters Score -1602079 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1602212.375000 Penalty: 4745.353516
	Iteration 14Q: 3 clusters Score -1602212 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1602312.875000 Penalty: 4745.353516
	Iteration 15Q: 3 clusters Score -1602313 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1602418.875000 Penalty: 4745.353516
	Iteration 16Q: 3 clusters Score -1602419 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1602487.625000 Penalty: 4745.353516
	Iteration 17Q: 3 clusters Score -1602488 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1602557.875000 Penalty: 4745.353516
	Iteration 18Q: 3 clusters Score -1602558 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1602621.250000 Penalty: 4745.353516
	Iteration 19Q: 3 clusters Score -1602621 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1602670.125000 Penalty: 4745.353516
	Iteration 20F: 3 clusters Score -1602670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1602711.625000 Penalty: 4745.353516
	Iteration 21Q: 3 clusters Score -1602712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1602755.500000 Penalty: 4745.353516
	Iteration 22Q: 3 clusters Score -1602756 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1602798.000000 Penalty: 4745.353516
	Iteration 23Q: 3 clusters Score -1602798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1602834.875000 Penalty: 4745.353516
	Iteration 24Q: 3 clusters Score -1602835 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1602873.000000 Penalty: 4745.353516
	Iteration 25Q: 3 clusters Score -1602873 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1602907.625000 Penalty: 4745.353516
	Iteration 26Q: 3 clusters Score -1602908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1602934.250000 Penalty: 4745.353516
	Iteration 27Q: 3 clusters Score -1602934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1602963.750000 Penalty: 4745.353516
	Iteration 28Q: 3 clusters Score -1602964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1603002.875000 Penalty: 4745.353516
	Iteration 29Q: 3 clusters Score -1603003 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1603039.000000 Penalty: 4745.353516
	Iteration 30Q: 3 clusters Score -1603039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1603067.500000 Penalty: 4745.353516
	Iteration 31Q: 3 clusters Score -1603068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1603098.000000 Penalty: 4745.353516
	Iteration 32Q: 3 clusters Score -1603098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1603129.500000 Penalty: 4745.353516
	Iteration 33Q: 3 clusters Score -1603130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1603163.875000 Penalty: 4745.353516
	Iteration 34Q: 3 clusters Score -1603164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1603188.500000 Penalty: 4745.353516
	Iteration 35Q: 3 clusters Score -1603188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1603204.250000 Penalty: 4745.353516
	Iteration 36Q: 3 clusters Score -1603204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1603227.125000 Penalty: 4745.353516
	Iteration 37Q: 3 clusters Score -1603227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1603246.750000 Penalty: 4745.353516
	Iteration 38Q: 3 clusters Score -1603247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1603266.000000 Penalty: 4745.353516
	Iteration 39Q: 3 clusters Score -1603266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1603277.250000 Penalty: 4745.353516
	Iteration 40F: 3 clusters Score -1603277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1603284.625000 Penalty: 4745.353516
	Iteration 41Q: 3 clusters Score -1603285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1603294.125000 Penalty: 4745.353516
	Iteration 42Q: 3 clusters Score -1603294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1603298.875000 Penalty: 4745.353516
	Iteration 43Q: 3 clusters Score -1603299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1603306.000000 Penalty: 4745.353516
	Iteration 44Q: 3 clusters Score -1603306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1603304.875000 Penalty: 4745.353516
	Iteration 45Q: 3 clusters Score -1603305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1603304.750000 Penalty: 4745.353516
	Iteration 46Q: 3 clusters Score -1603305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1603304.625000 Penalty: 4745.353516
	Iteration 47Q: 3 clusters Score -1603305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1603308.375000 Penalty: 4745.353516
	Iteration 48Q: 3 clusters Score -1603308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1603307.125000 Penalty: 4745.353516
	Iteration 49Q: 3 clusters Score -1603307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1603310.750000 Penalty: 4745.353516
	Iteration 50Q: 3 clusters Score -1603311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1603315.125000 Penalty: 4745.353516
	Iteration 51Q: 3 clusters Score -1603315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1603317.125000 Penalty: 4745.353516
	Iteration 52Q: 3 clusters Score -1603317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1603320.625000 Penalty: 4745.353516
	Iteration 53Q: 3 clusters Score -1603321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1603324.625000 Penalty: 4745.353516
	Iteration 54Q: 3 clusters Score -1603325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1603329.250000 Penalty: 4745.353516
	Iteration 55Q: 3 clusters Score -1603329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1603328.750000 Penalty: 4745.353516
	Iteration 56Q: 3 clusters Score -1603329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1603327.250000 Penalty: 4745.353516
	Iteration 57Q: 3 clusters Score -1603327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1603328.625000 Penalty: 4745.353516
	Iteration 58Q: 3 clusters Score -1603329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1603329.250000 Penalty: 4745.353516
	Iteration 59Q: 3 clusters Score -1603329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1603330.625000 Penalty: 4745.353516
	Iteration 60F: 3 clusters Score -1603331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1603331.375000 Penalty: 4745.353516
	Iteration 61Q: 3 clusters Score -1603331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1603329.000000 Penalty: 4745.353516
	Iteration 62Q: 3 clusters Score -1603329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1603333.125000 Penalty: 4745.353516
	Iteration 63Q: 3 clusters Score -1603333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1603336.375000 Penalty: 4745.353516
	Iteration 64Q: 3 clusters Score -1603336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1603336.500000 Penalty: 4745.353516
	Iteration 65Q: 3 clusters Score -1603336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1603339.375000 Penalty: 4745.353516
	Iteration 66Q: 3 clusters Score -1603339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1603340.000000 Penalty: 4745.353516
	Iteration 67Q: 3 clusters Score -1603340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1603343.500000 Penalty: 4745.353516
	Iteration 68Q: 3 clusters Score -1603344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1603346.375000 Penalty: 4745.353516
	Iteration 69Q: 3 clusters Score -1603346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1603345.875000 Penalty: 4745.353516
	Iteration 70Q: 3 clusters Score -1603346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1603344.500000 Penalty: 4745.353516
	Iteration 71Q: 3 clusters Score -1603344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1603351.625000 Penalty: 4745.353516
	Iteration 72Q: 3 clusters Score -1603352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1603352.750000 Penalty: 4745.353516
	Iteration 73Q: 3 clusters Score -1603353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1603359.375000 Penalty: 4745.353516
	Iteration 74Q: 3 clusters Score -1603359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1603360.625000 Penalty: 4745.353516
	Iteration 75Q: 3 clusters Score -1603361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1603367.000000 Penalty: 4745.353516
	Iteration 76Q: 3 clusters Score -1603367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1603365.375000 Penalty: 4745.353516
	Iteration 77Q: 3 clusters Score -1603365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1603367.500000 Penalty: 4745.353516
	Iteration 78Q: 3 clusters Score -1603368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1603367.625000 Penalty: 4745.353516
	Iteration 79Q: 3 clusters Score -1603368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1603370.375000 Penalty: 4745.353516
	Iteration 80F: 3 clusters Score -1603370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1603370.875000 Penalty: 4745.353516
	Iteration 81Q: 3 clusters Score -1603371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1603370.875000 Penalty: 4745.353516
	Iteration 82Q: 3 clusters Score -1603371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1603374.750000 Penalty: 4745.353516
	Iteration 83Q: 3 clusters Score -1603375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1603374.625000 Penalty: 4745.353516
	Iteration 84Q: 3 clusters Score -1603375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1603378.250000 Penalty: 4745.353516
	Iteration 85Q: 3 clusters Score -1603378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1603376.375000 Penalty: 4745.353516
	Iteration 86Q: 3 clusters Score -1603376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1603376.625000 Penalty: 4745.353516
	Iteration 87Q: 3 clusters Score -1603377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1603378.125000 Penalty: 4745.353516
	Iteration 88Q: 3 clusters Score -1603378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1603379.750000 Penalty: 4745.353516
	Iteration 89Q: 3 clusters Score -1603380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1603380.500000 Penalty: 4745.353516
	Iteration 90Q: 3 clusters Score -1603380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1603379.000000 Penalty: 4745.353516
	Iteration 91Q: 3 clusters Score -1603379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1603380.500000 Penalty: 4745.353516
	Iteration 92Q: 3 clusters Score -1603380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1603383.375000 Penalty: 4745.353516
	Iteration 93Q: 3 clusters Score -1603383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1603381.875000 Penalty: 4745.353516
	Iteration 94Q: 3 clusters Score -1603382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1603380.500000 Penalty: 4745.353516
	Iteration 95Q: 3 clusters Score -1603380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1603382.000000 Penalty: 4745.353516
	Iteration 96Q: 3 clusters Score -1603382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1603379.000000 Penalty: 4745.353516
	Iteration 97Q: 3 clusters Score -1603379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1603380.750000 Penalty: 4745.353516
	Iteration 98Q: 3 clusters Score -1603381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1603382.625000 Penalty: 4745.353516
	Iteration 99Q: 3 clusters Score -1603383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1603385.875000 Penalty: 4745.353516
	Iteration 100F: 3 clusters Score -1603386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1603388.750000 Penalty: 4745.353516
	Iteration 101Q: 3 clusters Score -1603389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1603388.875000 Penalty: 4745.353516
	Iteration 102Q: 3 clusters Score -1603389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1603388.500000 Penalty: 4745.353516
	Iteration 103Q: 3 clusters Score -1603388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1603393.250000 Penalty: 4745.353516
	Iteration 104Q: 3 clusters Score -1603393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1603393.250000 Penalty: 4745.353516
	Iteration 105F: 3 clusters Score -1603393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Entering Unmasked Estep 
Score: -10065392.000000 Penalty: 2828.032471
	Iteration 0F: 2 clusters Score -1.006539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -10005252.000000 Penalty: 5656.064941
	Iteration 0F: 3 clusters Score -1.000525e+07 nChanged 42281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -10029155.000000 Penalty: 5656.064941
	Iteration 1F: 3 clusters Score -1.002916e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -10029983.000000 Penalty: 5656.064941
	Iteration 2Q: 3 clusters Score -1.002998e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -10030924.000000 Penalty: 5656.064941
	Iteration 3Q: 3 clusters Score -1.003092e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -10032332.000000 Penalty: 5656.064941
	Iteration 4Q: 3 clusters Score -1.003233e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -10034713.000000 Penalty: 5656.064941
	Iteration 5F: 3 clusters Score -1.003471e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -10038452.000000 Penalty: 5656.064941
	Iteration 6F: 3 clusters Score -1.003845e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -10043870.000000 Penalty: 5656.064941
	Iteration 7F: 3 clusters Score -1.004387e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -10049910.000000 Penalty: 5656.064941
	Iteration 8F: 3 clusters Score -1.004991e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -10055283.000000 Penalty: 5656.064941
	Iteration 9F: 3 clusters Score -1.005528e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -10059074.000000 Penalty: 5656.064941
	Iteration 10Q: 3 clusters Score -1.005907e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -10061333.000000 Penalty: 5656.064941
	Iteration 11Q: 3 clusters Score -1.006133e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -10062502.000000 Penalty: 5656.064941
	Iteration 12Q: 3 clusters Score -1.00625e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -10063105.000000 Penalty: 5656.064941
	Iteration 13Q: 3 clusters Score -1.00631e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -10063401.000000 Penalty: 5656.064941
	Iteration 14Q: 3 clusters Score -1.00634e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -10063597.000000 Penalty: 5656.064941
	Iteration 15Q: 3 clusters Score -1.00636e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -10063734.000000 Penalty: 5656.064941
	Iteration 16Q: 3 clusters Score -1.006373e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -10063855.000000 Penalty: 5656.064941
	Iteration 17Q: 3 clusters Score -1.006386e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -10063954.000000 Penalty: 5656.064941
	Iteration 18Q: 3 clusters Score -1.006395e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10063995.000000 Penalty: 5656.064941
	Iteration 19Q: 3 clusters Score -1.0064e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10064058.000000 Penalty: 5656.064941
	Iteration 20F: 3 clusters Score -1.006406e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -10064083.000000 Penalty: 5656.064941
	Iteration 21Q: 3 clusters Score -1.006408e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -10064097.000000 Penalty: 5656.064941
	Iteration 22Q: 3 clusters Score -1.00641e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -10064108.000000 Penalty: 5656.064941
	Iteration 23Q: 3 clusters Score -1.006411e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10064137.000000 Penalty: 5656.064941
	Iteration 24Q: 3 clusters Score -1.006414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -10064162.000000 Penalty: 5656.064941
	Iteration 25Q: 3 clusters Score -1.006416e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -10064169.000000 Penalty: 5656.064941
	Iteration 26Q: 3 clusters Score -1.006417e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10064174.000000 Penalty: 5656.064941
	Iteration 27Q: 3 clusters Score -1.006417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10064170.000000 Penalty: 5656.064941
	Iteration 28Q: 3 clusters Score -1.006417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -10064191.000000 Penalty: 5656.064941
	Iteration 29Q: 3 clusters Score -1.006419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10064209.000000 Penalty: 5656.064941
	Iteration 30Q: 3 clusters Score -1.006421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10064204.000000 Penalty: 5656.064941
	Iteration 31Q: 3 clusters Score -1.00642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10064190.000000 Penalty: 5656.064941
	Iteration 32Q: 3 clusters Score -1.006419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -10064197.000000 Penalty: 5656.064941
	Iteration 33Q: 3 clusters Score -1.00642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10064187.000000 Penalty: 5656.064941
	Iteration 34Q: 3 clusters Score -1.006419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -10064187.000000 Penalty: 5656.064941
	Iteration 35Q: 3 clusters Score -1.006419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10064181.000000 Penalty: 5656.064941
	Iteration 36Q: 3 clusters Score -1.006418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -10064191.000000 Penalty: 5656.064941
	Iteration 37Q: 3 clusters Score -1.006419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10064180.000000 Penalty: 5656.064941
	Iteration 38Q: 3 clusters Score -1.006418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10064184.000000 Penalty: 5656.064941
	Iteration 39Q: 3 clusters Score -1.006418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10064198.000000 Penalty: 5656.064941
	Iteration 40F: 3 clusters Score -1.00642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -10064195.000000 Penalty: 5656.064941
	Iteration 41Q: 3 clusters Score -1.00642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10064191.000000 Penalty: 5656.064941
	Iteration 42Q: 3 clusters Score -1.006419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -10064195.000000 Penalty: 5656.064941
	Iteration 43Q: 3 clusters Score -1.00642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10064198.000000 Penalty: 5656.064941
	Iteration 44Q: 3 clusters Score -1.00642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10064198.000000 Penalty: 5656.064941
	Iteration 45F: 3 clusters Score -1.00642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Entering Unmasked Estep 
Score: -5225858.000000 Penalty: 2672.275391
	Iteration 0F: 2 clusters Score -5225858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5193765.000000 Penalty: 5344.550781
	Iteration 0F: 3 clusters Score -5193765 nChanged 22033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5207841.500000 Penalty: 5344.550781
	Iteration 1F: 3 clusters Score -5207842 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -5210706.500000 Penalty: 5344.550781
	Iteration 2F: 3 clusters Score -5210706 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -5214044.500000 Penalty: 5344.550781
	Iteration 3F: 3 clusters Score -5214044 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -5217361.500000 Penalty: 5344.550781
	Iteration 4F: 3 clusters Score -5217362 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5219828.500000 Penalty: 5344.550781
	Iteration 5F: 3 clusters Score -5219828 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -5221335.000000 Penalty: 5344.550781
	Iteration 6F: 3 clusters Score -5221335 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -5221985.000000 Penalty: 5344.550781
	Iteration 7Q: 3 clusters Score -5221985 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -5222272.500000 Penalty: 5344.550781
	Iteration 8Q: 3 clusters Score -5222272 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -5222405.500000 Penalty: 5344.550781
	Iteration 9Q: 3 clusters Score -5222406 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5222471.000000 Penalty: 5344.550781
	Iteration 10Q: 3 clusters Score -5222471 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -5222506.000000 Penalty: 5344.550781
	Iteration 11Q: 3 clusters Score -5222506 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5222549.000000 Penalty: 5344.550781
	Iteration 12Q: 3 clusters Score -5222549 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5222577.500000 Penalty: 5344.550781
	Iteration 13Q: 3 clusters Score -5222578 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -5222631.500000 Penalty: 5344.550781
	Iteration 14Q: 3 clusters Score -5222632 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -5222658.500000 Penalty: 5344.550781
	Iteration 15Q: 3 clusters Score -5222658 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -5222734.500000 Penalty: 5344.550781
	Iteration 16Q: 3 clusters Score -5222734 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -5222810.500000 Penalty: 5344.550781
	Iteration 17Q: 3 clusters Score -5222810 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -5222888.500000 Penalty: 5344.550781
	Iteration 18Q: 3 clusters Score -5222888 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -5222989.500000 Penalty: 5344.550781
	Iteration 19Q: 3 clusters Score -5222990 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5223145.000000 Penalty: 5344.550781
	Iteration 20F: 3 clusters Score -5223145 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5223299.500000 Penalty: 5344.550781
	Iteration 21Q: 3 clusters Score -5223300 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -5223507.500000 Penalty: 5344.550781
	Iteration 22Q: 3 clusters Score -5223508 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -5223787.000000 Penalty: 5344.550781
	Iteration 23Q: 3 clusters Score -5223787 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5224122.000000 Penalty: 5344.550781
	Iteration 24Q: 3 clusters Score -5224122 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5224563.500000 Penalty: 5344.550781
	Iteration 25Q: 3 clusters Score -5224564 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5225160.000000 Penalty: 5344.550781
	Iteration 26Q: 3 clusters Score -5225160 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5225936.000000 Penalty: 5344.550781
	Iteration 27Q: 3 clusters Score -5225936 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5226827.500000 Penalty: 5344.550781
	Iteration 28Q: 3 clusters Score -5226828 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5227438.500000 Penalty: 5344.550781
	Iteration 29Q: 3 clusters Score -5227438 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5227696.500000 Penalty: 5344.550781
	Iteration 30Q: 3 clusters Score -5227696 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -5227822.500000 Penalty: 5344.550781
	Iteration 31Q: 3 clusters Score -5227822 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -5227906.500000 Penalty: 5344.550781
	Iteration 32Q: 3 clusters Score -5227906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -5227933.500000 Penalty: 5344.550781
	Iteration 33Q: 3 clusters Score -5227934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5227939.500000 Penalty: 5344.550781
	Iteration 34Q: 3 clusters Score -5227940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5227941.500000 Penalty: 5344.550781
	Iteration 35Q: 3 clusters Score -5227942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5227947.000000 Penalty: 5344.550781
	Iteration 36Q: 3 clusters Score -5227947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5227955.500000 Penalty: 5344.550781
	Iteration 37Q: 3 clusters Score -5227956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -5227965.500000 Penalty: 5344.550781
	Iteration 38Q: 3 clusters Score -5227966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5227971.500000 Penalty: 5344.550781
	Iteration 39Q: 3 clusters Score -5227972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -5227981.000000 Penalty: 5344.550781
	Iteration 40F: 3 clusters Score -5227981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -5227975.500000 Penalty: 5344.550781
	Iteration 41Q: 3 clusters Score -5227976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5227973.500000 Penalty: 5344.550781
	Iteration 42Q: 3 clusters Score -5227974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -5227979.500000 Penalty: 5344.550781
	Iteration 43Q: 3 clusters Score -5227980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -5227966.500000 Penalty: 5344.550781
	Iteration 44Q: 3 clusters Score -5227966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5227967.500000 Penalty: 5344.550781
	Iteration 45Q: 3 clusters Score -5227968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5227977.000000 Penalty: 5344.550781
	Iteration 46Q: 3 clusters Score -5227977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -5227974.500000 Penalty: 5344.550781
	Iteration 47Q: 3 clusters Score -5227974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -5227968.500000 Penalty: 5344.550781
	Iteration 48Q: 3 clusters Score -5227968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5227971.500000 Penalty: 5344.550781
	Iteration 49Q: 3 clusters Score -5227972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -5227976.000000 Penalty: 5344.550781
	Iteration 50Q: 3 clusters Score -5227976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -5227979.000000 Penalty: 5344.550781
	Iteration 51Q: 3 clusters Score -5227979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -5227976.000000 Penalty: 5344.550781
	Iteration 52Q: 3 clusters Score -5227976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5227975.500000 Penalty: 5344.550781
	Iteration 53Q: 3 clusters Score -5227976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5227980.500000 Penalty: 5344.550781
	Iteration 54Q: 3 clusters Score -5227980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5227978.000000 Penalty: 5344.550781
	Iteration 55Q: 3 clusters Score -5227978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -5227993.500000 Penalty: 5344.550781
	Iteration 56Q: 3 clusters Score -5227994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5227989.000000 Penalty: 5344.550781
	Iteration 57Q: 3 clusters Score -5227989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -5227986.500000 Penalty: 5344.550781
	Iteration 58Q: 3 clusters Score -5227986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -5227988.500000 Penalty: 5344.550781
	Iteration 59Q: 3 clusters Score -5227988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5227994.500000 Penalty: 5344.550781
	Iteration 60F: 3 clusters Score -5227994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5228002.000000 Penalty: 5344.550781
	Iteration 61Q: 3 clusters Score -5228002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -5227996.500000 Penalty: 5344.550781
	Iteration 62Q: 3 clusters Score -5227996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -5227996.500000 Penalty: 5344.550781
	Iteration 63Q: 3 clusters Score -5227996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -5228002.500000 Penalty: 5344.550781
	Iteration 64Q: 3 clusters Score -5228002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5228000.500000 Penalty: 5344.550781
	Iteration 65Q: 3 clusters Score -5228000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -5228005.000000 Penalty: 5344.550781
	Iteration 66Q: 3 clusters Score -5228005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5228008.000000 Penalty: 5344.550781
	Iteration 67Q: 3 clusters Score -5228008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5228001.500000 Penalty: 5344.550781
	Iteration 68Q: 3 clusters Score -5228002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5228001.500000 Penalty: 5344.550781
	Iteration 69F: 3 clusters Score -5228002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 242227 members 
Mstep: Class 2 contains 17293 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 45333 members 
Mstep: Class 6 contains 33932 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 89622 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 235289 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 20 contains 44496 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 41851 members 
Mstep: Class 23 contains 17327 members 
Entering Unmasked Estep 
Score: -88552456.000000 Penalty: 60688.125000
Splitting cluster 12 changes total score from -88550288.000000 to -88552456.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -128282.445312 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -128282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126184.742188 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -126184.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126516.421875 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -126516.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126607.843750 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -126607.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -126659.445312 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -126659.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -126687.062500 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -126687.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126711.601562 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -126711.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126729.179688 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -126729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126737.429688 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -126737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126744.289062 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -126744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126750.421875 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -126750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -126755.250000 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -126755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126763.914062 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -126763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126768.968750 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -126769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126773.695312 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -126773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126775.937500 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -126775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126777.343750 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -126777.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126777.343750 Penalty: 3505.390625
	Iteration 16F: 3 clusters Score -126777.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (235289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235289 members 
Entering Unmasked Estep 
Score: -26526300.000000 Penalty: 3067.405273
	Iteration 0F: 2 clusters Score -2.65263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -26375688.000000 Penalty: 6134.810547
	Iteration 0F: 3 clusters Score -2.637569e+07 nChanged 113779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120620 members 
Mstep: Class 2 contains 114669 members 
Entering Unmasked Estep 
Score: -26442522.000000 Penalty: 6134.810547
	Iteration 1F: 3 clusters Score -2.644252e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122486 members 
Mstep: Class 2 contains 112803 members 
Entering Unmasked Estep 
Score: -26443780.000000 Penalty: 6134.810547
	Iteration 2Q: 3 clusters Score -2.644378e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -26445512.000000 Penalty: 6134.810547
	Iteration 3Q: 3 clusters Score -2.644551e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130699 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -26448154.000000 Penalty: 6134.810547
	Iteration 4Q: 3 clusters Score -2.644815e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138455 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -26452674.000000 Penalty: 6134.810547
	Iteration 5Q: 3 clusters Score -2.645267e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -26461112.000000 Penalty: 6134.810547
	Iteration 6F: 3 clusters Score -2.646111e+07 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163722 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -26474604.000000 Penalty: 6134.810547
	Iteration 7F: 3 clusters Score -2.64746e+07 nChanged 18499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -26491884.000000 Penalty: 6134.810547
	Iteration 8F: 3 clusters Score -2.649188e+07 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188642 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -26507424.000000 Penalty: 6134.810547
	Iteration 9F: 3 clusters Score -2.650742e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193422 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -26516004.000000 Penalty: 6134.810547
	Iteration 10Q: 3 clusters Score -2.6516e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196006 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -26519224.000000 Penalty: 6134.810547
	Iteration 11Q: 3 clusters Score -2.651922e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198158 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -26520952.000000 Penalty: 6134.810547
	Iteration 12Q: 3 clusters Score -2.652095e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200120 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -26522270.000000 Penalty: 6134.810547
	Iteration 13Q: 3 clusters Score -2.652227e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201878 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -26523128.000000 Penalty: 6134.810547
	Iteration 14Q: 3 clusters Score -2.652313e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203458 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -26523844.000000 Penalty: 6134.810547
	Iteration 15Q: 3 clusters Score -2.652384e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204976 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -26524428.000000 Penalty: 6134.810547
	Iteration 16Q: 3 clusters Score -2.652443e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206397 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -26524916.000000 Penalty: 6134.810547
	Iteration 17Q: 3 clusters Score -2.652492e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207731 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -26525328.000000 Penalty: 6134.810547
	Iteration 18Q: 3 clusters Score -2.652533e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209015 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -26525680.000000 Penalty: 6134.810547
	Iteration 19Q: 3 clusters Score -2.652568e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210244 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -26526000.000000 Penalty: 6134.810547
	Iteration 20F: 3 clusters Score -2.6526e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211447 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -26526320.000000 Penalty: 6134.810547
	Iteration 21Q: 3 clusters Score -2.652632e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212551 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -26526580.000000 Penalty: 6134.810547
	Iteration 22Q: 3 clusters Score -2.652658e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213608 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -26526760.000000 Penalty: 6134.810547
	Iteration 23Q: 3 clusters Score -2.652676e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214613 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -26527112.000000 Penalty: 6134.810547
	Iteration 24Q: 3 clusters Score -2.652711e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -26527390.000000 Penalty: 6134.810547
	Iteration 25Q: 3 clusters Score -2.652739e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216479 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -26527618.000000 Penalty: 6134.810547
	Iteration 26Q: 3 clusters Score -2.652762e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217321 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -26527810.000000 Penalty: 6134.810547
	Iteration 27Q: 3 clusters Score -2.652781e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218100 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -26527950.000000 Penalty: 6134.810547
	Iteration 28Q: 3 clusters Score -2.652795e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218859 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -26528050.000000 Penalty: 6134.810547
	Iteration 29Q: 3 clusters Score -2.652805e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219568 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -26528056.000000 Penalty: 6134.810547
	Iteration 30Q: 3 clusters Score -2.652806e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220276 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -26528188.000000 Penalty: 6134.810547
	Iteration 31Q: 3 clusters Score -2.652819e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220917 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -26528212.000000 Penalty: 6134.810547
	Iteration 32Q: 3 clusters Score -2.652821e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221496 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -26528160.000000 Penalty: 6134.810547
	Iteration 33Q: 3 clusters Score -2.652816e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222024 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -26528204.000000 Penalty: 6134.810547
	Iteration 34Q: 3 clusters Score -2.65282e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222543 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -26528136.000000 Penalty: 6134.810547
	Iteration 35Q: 3 clusters Score -2.652814e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223033 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -26528116.000000 Penalty: 6134.810547
	Iteration 36Q: 3 clusters Score -2.652812e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223524 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -26528016.000000 Penalty: 6134.810547
	Iteration 37Q: 3 clusters Score -2.652802e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223942 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -26527982.000000 Penalty: 6134.810547
	Iteration 38Q: 3 clusters Score -2.652798e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224340 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -26527858.000000 Penalty: 6134.810547
	Iteration 39Q: 3 clusters Score -2.652786e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224705 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -26527820.000000 Penalty: 6134.810547
	Iteration 40F: 3 clusters Score -2.652782e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225097 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -26527674.000000 Penalty: 6134.810547
	Iteration 41Q: 3 clusters Score -2.652767e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225461 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -26527616.000000 Penalty: 6134.810547
	Iteration 42Q: 3 clusters Score -2.652762e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225778 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -26527548.000000 Penalty: 6134.810547
	Iteration 43Q: 3 clusters Score -2.652755e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226086 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -26527466.000000 Penalty: 6134.810547
	Iteration 44Q: 3 clusters Score -2.652747e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226359 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -26527414.000000 Penalty: 6134.810547
	Iteration 45Q: 3 clusters Score -2.652741e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226610 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -26527358.000000 Penalty: 6134.810547
	Iteration 46Q: 3 clusters Score -2.652736e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226857 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -26527366.000000 Penalty: 6134.810547
	Iteration 47Q: 3 clusters Score -2.652737e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227072 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -26527270.000000 Penalty: 6134.810547
	Iteration 48Q: 3 clusters Score -2.652727e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227263 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -26527280.000000 Penalty: 6134.810547
	Iteration 49Q: 3 clusters Score -2.652728e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227440 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -26527166.000000 Penalty: 6134.810547
	Iteration 50Q: 3 clusters Score -2.652717e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227610 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -26527098.000000 Penalty: 6134.810547
	Iteration 51Q: 3 clusters Score -2.65271e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227780 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -26527026.000000 Penalty: 6134.810547
	Iteration 52Q: 3 clusters Score -2.652703e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227935 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -26527024.000000 Penalty: 6134.810547
	Iteration 53Q: 3 clusters Score -2.652702e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228062 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -26526946.000000 Penalty: 6134.810547
	Iteration 54Q: 3 clusters Score -2.652695e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228210 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -26526918.000000 Penalty: 6134.810547
	Iteration 55Q: 3 clusters Score -2.652692e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228358 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -26526924.000000 Penalty: 6134.810547
	Iteration 56Q: 3 clusters Score -2.652692e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228496 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -26526918.000000 Penalty: 6134.810547
	Iteration 57Q: 3 clusters Score -2.652692e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228645 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -26526864.000000 Penalty: 6134.810547
	Iteration 58Q: 3 clusters Score -2.652686e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228762 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -26526858.000000 Penalty: 6134.810547
	Iteration 59Q: 3 clusters Score -2.652686e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228866 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -26526786.000000 Penalty: 6134.810547
	Iteration 60F: 3 clusters Score -2.652679e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228963 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -26526834.000000 Penalty: 6134.810547
	Iteration 61Q: 3 clusters Score -2.652683e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229057 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -26526772.000000 Penalty: 6134.810547
	Iteration 62Q: 3 clusters Score -2.652677e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229133 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -26526718.000000 Penalty: 6134.810547
	Iteration 63Q: 3 clusters Score -2.652672e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229200 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -26526692.000000 Penalty: 6134.810547
	Iteration 64Q: 3 clusters Score -2.652669e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229259 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -26526682.000000 Penalty: 6134.810547
	Iteration 65Q: 3 clusters Score -2.652668e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229323 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -26526616.000000 Penalty: 6134.810547
	Iteration 66Q: 3 clusters Score -2.652662e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229382 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -26526622.000000 Penalty: 6134.810547
	Iteration 67Q: 3 clusters Score -2.652662e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229437 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -26526584.000000 Penalty: 6134.810547
	Iteration 68Q: 3 clusters Score -2.652658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229494 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -26526562.000000 Penalty: 6134.810547
	Iteration 69Q: 3 clusters Score -2.652656e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229544 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -26526570.000000 Penalty: 6134.810547
	Iteration 70Q: 3 clusters Score -2.652657e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229588 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -26526572.000000 Penalty: 6134.810547
	Iteration 71Q: 3 clusters Score -2.652657e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229615 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -26526558.000000 Penalty: 6134.810547
	Iteration 72Q: 3 clusters Score -2.652656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229646 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -26526534.000000 Penalty: 6134.810547
	Iteration 73Q: 3 clusters Score -2.652653e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229674 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -26526510.000000 Penalty: 6134.810547
	Iteration 74Q: 3 clusters Score -2.652651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229701 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -26526502.000000 Penalty: 6134.810547
	Iteration 75Q: 3 clusters Score -2.65265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229723 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -26526474.000000 Penalty: 6134.810547
	Iteration 76Q: 3 clusters Score -2.652647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229743 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -26526456.000000 Penalty: 6134.810547
	Iteration 77Q: 3 clusters Score -2.652646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229762 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -26526462.000000 Penalty: 6134.810547
	Iteration 78Q: 3 clusters Score -2.652646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229780 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -26526498.000000 Penalty: 6134.810547
	Iteration 79Q: 3 clusters Score -2.65265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229793 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -26526488.000000 Penalty: 6134.810547
	Iteration 80F: 3 clusters Score -2.652649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229804 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -26526464.000000 Penalty: 6134.810547
	Iteration 81Q: 3 clusters Score -2.652646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229817 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -26526450.000000 Penalty: 6134.810547
	Iteration 82Q: 3 clusters Score -2.652645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229828 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -26526452.000000 Penalty: 6134.810547
	Iteration 83Q: 3 clusters Score -2.652645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229838 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -26526462.000000 Penalty: 6134.810547
	Iteration 84Q: 3 clusters Score -2.652646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229845 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -26526470.000000 Penalty: 6134.810547
	Iteration 85Q: 3 clusters Score -2.652647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229851 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -26526466.000000 Penalty: 6134.810547
	Iteration 86Q: 3 clusters Score -2.652647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229855 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -26526462.000000 Penalty: 6134.810547
	Iteration 87Q: 3 clusters Score -2.652646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229857 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -26526468.000000 Penalty: 6134.810547
	Iteration 88Q: 3 clusters Score -2.652647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229859 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -26526462.000000 Penalty: 6134.810547
	Iteration 89Q: 3 clusters Score -2.652646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229861 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -26526464.000000 Penalty: 6134.810547
	Iteration 90Q: 3 clusters Score -2.652646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229864 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -26526474.000000 Penalty: 6134.810547
	Iteration 91Q: 3 clusters Score -2.652647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229864 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -26526476.000000 Penalty: 6134.810547
	Iteration 92Q: 3 clusters Score -2.652648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229865 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -26526478.000000 Penalty: 6134.810547
	Iteration 93Q: 3 clusters Score -2.652648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229866 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -26526476.000000 Penalty: 6134.810547
	Iteration 94Q: 3 clusters Score -2.652648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229867 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -26526466.000000 Penalty: 6134.810547
	Iteration 95Q: 3 clusters Score -2.652647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229868 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -26526468.000000 Penalty: 6134.810547
	Iteration 96Q: 3 clusters Score -2.652647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229869 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -26526478.000000 Penalty: 6134.810547
	Iteration 97Q: 3 clusters Score -2.652648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229871 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -26526476.000000 Penalty: 6134.810547
	Iteration 98Q: 3 clusters Score -2.652648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -26526472.000000 Penalty: 6134.810547
	Iteration 99Q: 3 clusters Score -2.652647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229879 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -26526478.000000 Penalty: 6134.810547
	Iteration 100F: 3 clusters Score -2.652648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229883 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -26526486.000000 Penalty: 6134.810547
	Iteration 101Q: 3 clusters Score -2.652649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229888 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -26526452.000000 Penalty: 6134.810547
	Iteration 102Q: 3 clusters Score -2.652645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229894 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -26526470.000000 Penalty: 6134.810547
	Iteration 103Q: 3 clusters Score -2.652647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229902 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -26526468.000000 Penalty: 6134.810547
	Iteration 104Q: 3 clusters Score -2.652647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229910 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -26526462.000000 Penalty: 6134.810547
	Iteration 105Q: 3 clusters Score -2.652646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229917 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -26526476.000000 Penalty: 6134.810547
	Iteration 106Q: 3 clusters Score -2.652648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229929 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -26526472.000000 Penalty: 6134.810547
	Iteration 107Q: 3 clusters Score -2.652647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229936 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -26526472.000000 Penalty: 6134.810547
	Iteration 108Q: 3 clusters Score -2.652647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229940 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -26526460.000000 Penalty: 6134.810547
	Iteration 109Q: 3 clusters Score -2.652646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229942 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -26526448.000000 Penalty: 6134.810547
	Iteration 110Q: 3 clusters Score -2.652645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229941 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -26526450.000000 Penalty: 6134.810547
	Iteration 111Q: 3 clusters Score -2.652645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229941 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -26526450.000000 Penalty: 6134.810547
	Iteration 112F: 3 clusters Score -2.652645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 242227 members 
Mstep: Class 2 contains 17293 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 45333 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 33932 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 89622 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 229941 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 20 contains 44496 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 41851 members 
Mstep: Class 23 contains 17327 members 
Entering Unmasked Estep 
Score: -88552304.000000 Penalty: 64059.687500
Splitting cluster 14 changes total score from -88550288.000000 to -88552304.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 15 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -75396.234375 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -75396.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73683.242188 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -73683.24 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73895.234375 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -73895.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73955.515625 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -73955.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73975.031250 Penalty: 3240.037842
	Iteration 3Q: 3 clusters Score -73975.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73984.890625 Penalty: 3240.037842
	Iteration 4Q: 3 clusters Score -73984.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73994.742188 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -73994.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74008.726562 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -74008.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74027.375000 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -74027.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74040.343750 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -74040.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74050.765625 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -74050.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74055.585938 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -74055.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74060.445312 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -74060.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74062.484375 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -74062.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74062.484375 Penalty: 3240.037842
	Iteration 13F: 3 clusters Score -74062.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -575432.000000 Penalty: 2104.454102
	Iteration 0F: 2 clusters Score -575432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -571033.187500 Penalty: 4208.908203
	Iteration 0F: 3 clusters Score -571033.2 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -571991.187500 Penalty: 4208.908203
	Iteration 1F: 3 clusters Score -571991.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -572190.125000 Penalty: 4208.908203
	Iteration 2F: 3 clusters Score -572190.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -572316.187500 Penalty: 4208.908203
	Iteration 3F: 3 clusters Score -572316.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -572400.500000 Penalty: 4208.908203
	Iteration 4Q: 3 clusters Score -572400.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -572449.500000 Penalty: 4208.908203
	Iteration 5Q: 3 clusters Score -572449.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -572487.937500 Penalty: 4208.908203
	Iteration 6Q: 3 clusters Score -572487.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -572519.187500 Penalty: 4208.908203
	Iteration 7Q: 3 clusters Score -572519.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -572537.500000 Penalty: 4208.908203
	Iteration 8Q: 3 clusters Score -572537.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -572552.937500 Penalty: 4208.908203
	Iteration 9Q: 3 clusters Score -572552.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -572563.812500 Penalty: 4208.908203
	Iteration 10Q: 3 clusters Score -572563.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -572572.750000 Penalty: 4208.908203
	Iteration 11Q: 3 clusters Score -572572.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -572580.937500 Penalty: 4208.908203
	Iteration 12Q: 3 clusters Score -572580.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -572587.500000 Penalty: 4208.908203
	Iteration 13Q: 3 clusters Score -572587.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -572595.062500 Penalty: 4208.908203
	Iteration 14Q: 3 clusters Score -572595.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -572603.812500 Penalty: 4208.908203
	Iteration 15Q: 3 clusters Score -572603.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -572614.687500 Penalty: 4208.908203
	Iteration 16Q: 3 clusters Score -572614.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -572623.437500 Penalty: 4208.908203
	Iteration 17Q: 3 clusters Score -572623.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -572627.750000 Penalty: 4208.908203
	Iteration 18Q: 3 clusters Score -572627.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -572631.250000 Penalty: 4208.908203
	Iteration 19Q: 3 clusters Score -572631.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -572635.437500 Penalty: 4208.908203
	Iteration 20F: 3 clusters Score -572635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -572640.437500 Penalty: 4208.908203
	Iteration 21Q: 3 clusters Score -572640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -572642.437500 Penalty: 4208.908203
	Iteration 22Q: 3 clusters Score -572642.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -572647.062500 Penalty: 4208.908203
	Iteration 23Q: 3 clusters Score -572647.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -572652.125000 Penalty: 4208.908203
	Iteration 24Q: 3 clusters Score -572652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -572654.687500 Penalty: 4208.908203
	Iteration 25Q: 3 clusters Score -572654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -572658.187500 Penalty: 4208.908203
	Iteration 26Q: 3 clusters Score -572658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -572661.250000 Penalty: 4208.908203
	Iteration 27Q: 3 clusters Score -572661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -572662.625000 Penalty: 4208.908203
	Iteration 28Q: 3 clusters Score -572662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -572664.312500 Penalty: 4208.908203
	Iteration 29Q: 3 clusters Score -572664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -572666.875000 Penalty: 4208.908203
	Iteration 30Q: 3 clusters Score -572666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -572669.375000 Penalty: 4208.908203
	Iteration 31Q: 3 clusters Score -572669.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -572672.437500 Penalty: 4208.908203
	Iteration 32Q: 3 clusters Score -572672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -572676.312500 Penalty: 4208.908203
	Iteration 33Q: 3 clusters Score -572676.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -572678.937500 Penalty: 4208.908203
	Iteration 34Q: 3 clusters Score -572678.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -572682.562500 Penalty: 4208.908203
	Iteration 35Q: 3 clusters Score -572682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -572686.062500 Penalty: 4208.908203
	Iteration 36Q: 3 clusters Score -572686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -572686.187500 Penalty: 4208.908203
	Iteration 37Q: 3 clusters Score -572686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -572687.562500 Penalty: 4208.908203
	Iteration 38Q: 3 clusters Score -572687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572688.187500 Penalty: 4208.908203
	Iteration 39Q: 3 clusters Score -572688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572690.375000 Penalty: 4208.908203
	Iteration 40F: 3 clusters Score -572690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -572691.562500 Penalty: 4208.908203
	Iteration 41Q: 3 clusters Score -572691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -572690.937500 Penalty: 4208.908203
	Iteration 42Q: 3 clusters Score -572690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -572690.875000 Penalty: 4208.908203
	Iteration 43Q: 3 clusters Score -572690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -572692.687500 Penalty: 4208.908203
	Iteration 44Q: 3 clusters Score -572692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -572692.875000 Penalty: 4208.908203
	Iteration 45Q: 3 clusters Score -572692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -572695.375000 Penalty: 4208.908203
	Iteration 46Q: 3 clusters Score -572695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -572698.937500 Penalty: 4208.908203
	Iteration 47Q: 3 clusters Score -572698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -572699.062500 Penalty: 4208.908203
	Iteration 48Q: 3 clusters Score -572699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -572702.062500 Penalty: 4208.908203
	Iteration 49Q: 3 clusters Score -572702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -572704.000000 Penalty: 4208.908203
	Iteration 50Q: 3 clusters Score -572704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -572707.625000 Penalty: 4208.908203
	Iteration 51Q: 3 clusters Score -572707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -572709.062500 Penalty: 4208.908203
	Iteration 52Q: 3 clusters Score -572709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -572710.625000 Penalty: 4208.908203
	Iteration 53Q: 3 clusters Score -572710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -572711.500000 Penalty: 4208.908203
	Iteration 54Q: 3 clusters Score -572711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -572712.375000 Penalty: 4208.908203
	Iteration 55Q: 3 clusters Score -572712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -572715.125000 Penalty: 4208.908203
	Iteration 56Q: 3 clusters Score -572715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -572716.312500 Penalty: 4208.908203
	Iteration 57Q: 3 clusters Score -572716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -572717.500000 Penalty: 4208.908203
	Iteration 58Q: 3 clusters Score -572717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -572716.500000 Penalty: 4208.908203
	Iteration 59Q: 3 clusters Score -572716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -572716.500000 Penalty: 4208.908203
	Iteration 60F: 3 clusters Score -572716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -123590.914062 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -123590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121623.148438 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -121623.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122463.585938 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -122463.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -122841.523438 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -122841.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -123062.992188 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -123063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -123196.742188 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -123196.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -123378.703125 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -123378.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -123524.507812 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -123524.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -123665.750000 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -123665.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -123879.867188 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -123879.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -124080.046875 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -124080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -124273.125000 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -124273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -124373.726562 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -124373.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -124464.585938 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -124464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -124492.328125 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -124492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -124493.500000 Penalty: 3516.678223
	Iteration 14F: 3 clusters Score -124493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -124507.164062 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -124507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -124507.164062 Penalty: 3516.678223
	Iteration 16F: 3 clusters Score -124507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 242227 members 
Mstep: Class 2 contains 17293 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 45333 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 33932 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 89622 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 229941 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 44496 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 41851 members 
Mstep: Class 23 contains 17327 members 
Entering Unmasked Estep 
Score: -88551712.000000 Penalty: 67431.250000
Splitting cluster 18 changes total score from -88550288.000000 to -88551712.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 20 (44496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Entering Unmasked Estep 
Score: -5012002.000000 Penalty: 2654.382324
	Iteration 0F: 2 clusters Score -5012002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4982110.500000 Penalty: 5308.764648
	Iteration 0F: 3 clusters Score -4982110 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4993231.000000 Penalty: 5308.764648
	Iteration 1F: 3 clusters Score -4993231 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4994377.000000 Penalty: 5308.764648
	Iteration 2Q: 3 clusters Score -4994377 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4996173.500000 Penalty: 5308.764648
	Iteration 3F: 3 clusters Score -4996174 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4998710.000000 Penalty: 5308.764648
	Iteration 4F: 3 clusters Score -4998710 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -5001808.000000 Penalty: 5308.764648
	Iteration 5F: 3 clusters Score -5001808 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -5004823.500000 Penalty: 5308.764648
	Iteration 6F: 3 clusters Score -5004824 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -5007074.500000 Penalty: 5308.764648
	Iteration 7F: 3 clusters Score -5007074 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -5008357.500000 Penalty: 5308.764648
	Iteration 8Q: 3 clusters Score -5008358 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -5008979.500000 Penalty: 5308.764648
	Iteration 9Q: 3 clusters Score -5008980 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -5009317.500000 Penalty: 5308.764648
	Iteration 10Q: 3 clusters Score -5009318 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -5009521.500000 Penalty: 5308.764648
	Iteration 11Q: 3 clusters Score -5009522 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -5009674.500000 Penalty: 5308.764648
	Iteration 12Q: 3 clusters Score -5009674 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5009868.000000 Penalty: 5308.764648
	Iteration 13Q: 3 clusters Score -5009868 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -5009989.000000 Penalty: 5308.764648
	Iteration 14Q: 3 clusters Score -5009989 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5010089.500000 Penalty: 5308.764648
	Iteration 15Q: 3 clusters Score -5010090 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5010206.500000 Penalty: 5308.764648
	Iteration 16Q: 3 clusters Score -5010206 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -5010288.000000 Penalty: 5308.764648
	Iteration 17Q: 3 clusters Score -5010288 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -5010359.500000 Penalty: 5308.764648
	Iteration 18Q: 3 clusters Score -5010360 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5010423.000000 Penalty: 5308.764648
	Iteration 19Q: 3 clusters Score -5010423 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5010478.000000 Penalty: 5308.764648
	Iteration 20F: 3 clusters Score -5010478 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5010524.000000 Penalty: 5308.764648
	Iteration 21Q: 3 clusters Score -5010524 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5010572.000000 Penalty: 5308.764648
	Iteration 22Q: 3 clusters Score -5010572 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5010630.000000 Penalty: 5308.764648
	Iteration 23Q: 3 clusters Score -5010630 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5010658.000000 Penalty: 5308.764648
	Iteration 24Q: 3 clusters Score -5010658 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5010691.500000 Penalty: 5308.764648
	Iteration 25Q: 3 clusters Score -5010692 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5010753.000000 Penalty: 5308.764648
	Iteration 26Q: 3 clusters Score -5010753 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5010786.500000 Penalty: 5308.764648
	Iteration 27Q: 3 clusters Score -5010786 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5010832.500000 Penalty: 5308.764648
	Iteration 28Q: 3 clusters Score -5010832 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5010874.000000 Penalty: 5308.764648
	Iteration 29Q: 3 clusters Score -5010874 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5010905.500000 Penalty: 5308.764648
	Iteration 30Q: 3 clusters Score -5010906 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5010932.000000 Penalty: 5308.764648
	Iteration 31Q: 3 clusters Score -5010932 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5010948.500000 Penalty: 5308.764648
	Iteration 32Q: 3 clusters Score -5010948 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5010971.000000 Penalty: 5308.764648
	Iteration 33Q: 3 clusters Score -5010971 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5011011.000000 Penalty: 5308.764648
	Iteration 34Q: 3 clusters Score -5011011 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5011033.000000 Penalty: 5308.764648
	Iteration 35Q: 3 clusters Score -5011033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5011061.000000 Penalty: 5308.764648
	Iteration 36Q: 3 clusters Score -5011061 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5011083.500000 Penalty: 5308.764648
	Iteration 37Q: 3 clusters Score -5011084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -5011098.500000 Penalty: 5308.764648
	Iteration 38Q: 3 clusters Score -5011098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5011108.500000 Penalty: 5308.764648
	Iteration 39Q: 3 clusters Score -5011108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5011119.000000 Penalty: 5308.764648
	Iteration 40F: 3 clusters Score -5011119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5011140.000000 Penalty: 5308.764648
	Iteration 41Q: 3 clusters Score -5011140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5011148.000000 Penalty: 5308.764648
	Iteration 42Q: 3 clusters Score -5011148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -5011162.000000 Penalty: 5308.764648
	Iteration 43Q: 3 clusters Score -5011162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5011169.500000 Penalty: 5308.764648
	Iteration 44Q: 3 clusters Score -5011170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -5011183.500000 Penalty: 5308.764648
	Iteration 45Q: 3 clusters Score -5011184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5011210.500000 Penalty: 5308.764648
	Iteration 46Q: 3 clusters Score -5011210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5011214.000000 Penalty: 5308.764648
	Iteration 47Q: 3 clusters Score -5011214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -5011225.500000 Penalty: 5308.764648
	Iteration 48Q: 3 clusters Score -5011226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5011232.000000 Penalty: 5308.764648
	Iteration 49Q: 3 clusters Score -5011232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5011230.500000 Penalty: 5308.764648
	Iteration 50Q: 3 clusters Score -5011230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5011239.500000 Penalty: 5308.764648
	Iteration 51Q: 3 clusters Score -5011240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5011242.500000 Penalty: 5308.764648
	Iteration 52Q: 3 clusters Score -5011242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5011251.500000 Penalty: 5308.764648
	Iteration 53Q: 3 clusters Score -5011252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5011254.000000 Penalty: 5308.764648
	Iteration 54Q: 3 clusters Score -5011254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5011254.500000 Penalty: 5308.764648
	Iteration 55Q: 3 clusters Score -5011254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5011262.500000 Penalty: 5308.764648
	Iteration 56Q: 3 clusters Score -5011262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5011267.000000 Penalty: 5308.764648
	Iteration 57Q: 3 clusters Score -5011267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5011257.000000 Penalty: 5308.764648
	Iteration 58Q: 3 clusters Score -5011257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5011269.000000 Penalty: 5308.764648
	Iteration 59Q: 3 clusters Score -5011269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5011275.000000 Penalty: 5308.764648
	Iteration 60F: 3 clusters Score -5011275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5011290.500000 Penalty: 5308.764648
	Iteration 61Q: 3 clusters Score -5011290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5011301.500000 Penalty: 5308.764648
	Iteration 62Q: 3 clusters Score -5011302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -5011309.500000 Penalty: 5308.764648
	Iteration 63Q: 3 clusters Score -5011310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -5011304.000000 Penalty: 5308.764648
	Iteration 64Q: 3 clusters Score -5011304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5011306.000000 Penalty: 5308.764648
	Iteration 65Q: 3 clusters Score -5011306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5011307.000000 Penalty: 5308.764648
	Iteration 66Q: 3 clusters Score -5011307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5011312.500000 Penalty: 5308.764648
	Iteration 67Q: 3 clusters Score -5011312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -5011308.000000 Penalty: 5308.764648
	Iteration 68Q: 3 clusters Score -5011308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -5011308.000000 Penalty: 5308.764648
	Iteration 69Q: 3 clusters Score -5011308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5011306.000000 Penalty: 5308.764648
	Iteration 70Q: 3 clusters Score -5011306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5011312.000000 Penalty: 5308.764648
	Iteration 71Q: 3 clusters Score -5011312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5011309.000000 Penalty: 5308.764648
	Iteration 72Q: 3 clusters Score -5011309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5011311.000000 Penalty: 5308.764648
	Iteration 73Q: 3 clusters Score -5011311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5011311.500000 Penalty: 5308.764648
	Iteration 74Q: 3 clusters Score -5011312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5011311.500000 Penalty: 5308.764648
	Iteration 75F: 3 clusters Score -5011312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -118445.773438 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -118445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116371.875000 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -116371.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116737.671875 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -116737.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116919.109375 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -116919.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -117084.765625 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -117084.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -117239.289062 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -117239.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -117412.039062 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -117412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -117749.937500 Penalty: 3514.606934
	Iteration 6F: 3 clusters Score -117749.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -118201.554688 Penalty: 3514.606934
	Iteration 7F: 3 clusters Score -118201.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -118722.210938 Penalty: 3514.606934
	Iteration 8F: 3 clusters Score -118722.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -119304.835938 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -119304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -119496.906250 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -119496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -119566.023438 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -119566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -119571.773438 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -119571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -119571.773438 Penalty: 3514.606934
	Iteration 13F: 3 clusters Score -119571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 242227 members 
Mstep: Class 2 contains 17293 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 45333 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 33932 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 89622 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 229941 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 44496 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 41851 members 
Mstep: Class 23 contains 17327 members 
Entering Unmasked Estep 
Score: -88551224.000000 Penalty: 70802.812500
Splitting cluster 21 changes total score from -88550288.000000 to -88551224.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 22 (41851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Entering Unmasked Estep 
Score: -4752612.000000 Penalty: 2639.183838
	Iteration 0F: 2 clusters Score -4752612 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 21005 members 
Entering Unmasked Estep 
Score: -4724318.000000 Penalty: 5278.367676
	Iteration 0F: 3 clusters Score -4724318 nChanged 19265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4735059.000000 Penalty: 5278.367676
	Iteration 1F: 3 clusters Score -4735059 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4735790.000000 Penalty: 5278.367676
	Iteration 2Q: 3 clusters Score -4735790 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4736562.000000 Penalty: 5278.367676
	Iteration 3Q: 3 clusters Score -4736562 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4737433.500000 Penalty: 5278.367676
	Iteration 4Q: 3 clusters Score -4737434 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4738459.500000 Penalty: 5278.367676
	Iteration 5Q: 3 clusters Score -4738460 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -4739550.500000 Penalty: 5278.367676
	Iteration 6F: 3 clusters Score -4739550 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4740767.000000 Penalty: 5278.367676
	Iteration 7F: 3 clusters Score -4740767 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4741897.500000 Penalty: 5278.367676
	Iteration 8F: 3 clusters Score -4741898 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4743034.000000 Penalty: 5278.367676
	Iteration 9F: 3 clusters Score -4743034 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4744129.500000 Penalty: 5278.367676
	Iteration 10Q: 3 clusters Score -4744130 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4745144.000000 Penalty: 5278.367676
	Iteration 11Q: 3 clusters Score -4745144 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4746146.000000 Penalty: 5278.367676
	Iteration 12Q: 3 clusters Score -4746146 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4746951.500000 Penalty: 5278.367676
	Iteration 13Q: 3 clusters Score -4746952 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -4747552.500000 Penalty: 5278.367676
	Iteration 14Q: 3 clusters Score -4747552 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4748035.500000 Penalty: 5278.367676
	Iteration 15Q: 3 clusters Score -4748036 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -4748361.000000 Penalty: 5278.367676
	Iteration 16Q: 3 clusters Score -4748361 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4748690.000000 Penalty: 5278.367676
	Iteration 17Q: 3 clusters Score -4748690 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -4748975.000000 Penalty: 5278.367676
	Iteration 18Q: 3 clusters Score -4748975 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -4749204.000000 Penalty: 5278.367676
	Iteration 19Q: 3 clusters Score -4749204 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4749443.000000 Penalty: 5278.367676
	Iteration 20F: 3 clusters Score -4749443 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4749658.500000 Penalty: 5278.367676
	Iteration 21Q: 3 clusters Score -4749658 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -4749774.000000 Penalty: 5278.367676
	Iteration 22Q: 3 clusters Score -4749774 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4749910.000000 Penalty: 5278.367676
	Iteration 23Q: 3 clusters Score -4749910 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4750041.000000 Penalty: 5278.367676
	Iteration 24Q: 3 clusters Score -4750041 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4750155.500000 Penalty: 5278.367676
	Iteration 25Q: 3 clusters Score -4750156 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4750258.000000 Penalty: 5278.367676
	Iteration 26Q: 3 clusters Score -4750258 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4750346.500000 Penalty: 5278.367676
	Iteration 27Q: 3 clusters Score -4750346 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4750435.500000 Penalty: 5278.367676
	Iteration 28Q: 3 clusters Score -4750436 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4750544.000000 Penalty: 5278.367676
	Iteration 29Q: 3 clusters Score -4750544 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4750606.000000 Penalty: 5278.367676
	Iteration 30Q: 3 clusters Score -4750606 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4750671.500000 Penalty: 5278.367676
	Iteration 31Q: 3 clusters Score -4750672 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4750719.000000 Penalty: 5278.367676
	Iteration 32Q: 3 clusters Score -4750719 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4750788.500000 Penalty: 5278.367676
	Iteration 33Q: 3 clusters Score -4750788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4750828.500000 Penalty: 5278.367676
	Iteration 34Q: 3 clusters Score -4750828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4750877.500000 Penalty: 5278.367676
	Iteration 35Q: 3 clusters Score -4750878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4750902.500000 Penalty: 5278.367676
	Iteration 36Q: 3 clusters Score -4750902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4750928.500000 Penalty: 5278.367676
	Iteration 37Q: 3 clusters Score -4750928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4750959.000000 Penalty: 5278.367676
	Iteration 38Q: 3 clusters Score -4750959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4750983.500000 Penalty: 5278.367676
	Iteration 39Q: 3 clusters Score -4750984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4750994.500000 Penalty: 5278.367676
	Iteration 40F: 3 clusters Score -4750994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4751006.500000 Penalty: 5278.367676
	Iteration 41Q: 3 clusters Score -4751006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4751012.500000 Penalty: 5278.367676
	Iteration 42Q: 3 clusters Score -4751012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4751017.500000 Penalty: 5278.367676
	Iteration 43Q: 3 clusters Score -4751018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4751028.000000 Penalty: 5278.367676
	Iteration 44Q: 3 clusters Score -4751028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4751023.000000 Penalty: 5278.367676
	Iteration 45Q: 3 clusters Score -4751023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4751022.500000 Penalty: 5278.367676
	Iteration 46Q: 3 clusters Score -4751022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4751047.500000 Penalty: 5278.367676
	Iteration 47Q: 3 clusters Score -4751048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4751047.500000 Penalty: 5278.367676
	Iteration 48Q: 3 clusters Score -4751048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4751051.000000 Penalty: 5278.367676
	Iteration 49Q: 3 clusters Score -4751051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4751062.000000 Penalty: 5278.367676
	Iteration 50Q: 3 clusters Score -4751062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4751060.000000 Penalty: 5278.367676
	Iteration 51Q: 3 clusters Score -4751060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4751066.000000 Penalty: 5278.367676
	Iteration 52Q: 3 clusters Score -4751066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4751076.500000 Penalty: 5278.367676
	Iteration 53Q: 3 clusters Score -4751076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4751075.500000 Penalty: 5278.367676
	Iteration 54Q: 3 clusters Score -4751076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4751081.500000 Penalty: 5278.367676
	Iteration 55Q: 3 clusters Score -4751082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4751082.000000 Penalty: 5278.367676
	Iteration 56Q: 3 clusters Score -4751082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4751089.500000 Penalty: 5278.367676
	Iteration 57Q: 3 clusters Score -4751090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4751093.000000 Penalty: 5278.367676
	Iteration 58Q: 3 clusters Score -4751093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4751103.500000 Penalty: 5278.367676
	Iteration 59Q: 3 clusters Score -4751104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4751102.000000 Penalty: 5278.367676
	Iteration 60F: 3 clusters Score -4751102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4751109.500000 Penalty: 5278.367676
	Iteration 61Q: 3 clusters Score -4751110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4751101.500000 Penalty: 5278.367676
	Iteration 62Q: 3 clusters Score -4751102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4751104.000000 Penalty: 5278.367676
	Iteration 63Q: 3 clusters Score -4751104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4751109.500000 Penalty: 5278.367676
	Iteration 64Q: 3 clusters Score -4751110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4751108.000000 Penalty: 5278.367676
	Iteration 65Q: 3 clusters Score -4751108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4751114.000000 Penalty: 5278.367676
	Iteration 66Q: 3 clusters Score -4751114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4751108.500000 Penalty: 5278.367676
	Iteration 67Q: 3 clusters Score -4751108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4751111.500000 Penalty: 5278.367676
	Iteration 68Q: 3 clusters Score -4751112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4751112.500000 Penalty: 5278.367676
	Iteration 69Q: 3 clusters Score -4751112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4751118.000000 Penalty: 5278.367676
	Iteration 70Q: 3 clusters Score -4751118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4751120.500000 Penalty: 5278.367676
	Iteration 71Q: 3 clusters Score -4751120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4751120.500000 Penalty: 5278.367676
	Iteration 72Q: 3 clusters Score -4751120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4751121.500000 Penalty: 5278.367676
	Iteration 73Q: 3 clusters Score -4751122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4751120.000000 Penalty: 5278.367676
	Iteration 74Q: 3 clusters Score -4751120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4751122.000000 Penalty: 5278.367676
	Iteration 75Q: 3 clusters Score -4751122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4751127.500000 Penalty: 5278.367676
	Iteration 76Q: 3 clusters Score -4751128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4751128.000000 Penalty: 5278.367676
	Iteration 77Q: 3 clusters Score -4751128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4751130.500000 Penalty: 5278.367676
	Iteration 78Q: 3 clusters Score -4751130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4751134.500000 Penalty: 5278.367676
	Iteration 79Q: 3 clusters Score -4751134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4751132.000000 Penalty: 5278.367676
	Iteration 80F: 3 clusters Score -4751132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4751134.000000 Penalty: 5278.367676
	Iteration 81Q: 3 clusters Score -4751134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4751136.000000 Penalty: 5278.367676
	Iteration 82Q: 3 clusters Score -4751136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4751144.000000 Penalty: 5278.367676
	Iteration 83Q: 3 clusters Score -4751144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4751136.500000 Penalty: 5278.367676
	Iteration 84Q: 3 clusters Score -4751136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4751136.500000 Penalty: 5278.367676
	Iteration 85Q: 3 clusters Score -4751136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4751139.500000 Penalty: 5278.367676
	Iteration 86Q: 3 clusters Score -4751140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4751143.000000 Penalty: 5278.367676
	Iteration 87Q: 3 clusters Score -4751143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4751144.500000 Penalty: 5278.367676
	Iteration 88Q: 3 clusters Score -4751144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4751150.000000 Penalty: 5278.367676
	Iteration 89Q: 3 clusters Score -4751150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4751155.000000 Penalty: 5278.367676
	Iteration 90Q: 3 clusters Score -4751155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4751159.500000 Penalty: 5278.367676
	Iteration 91Q: 3 clusters Score -4751160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4751157.000000 Penalty: 5278.367676
	Iteration 92Q: 3 clusters Score -4751157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4751153.500000 Penalty: 5278.367676
	Iteration 93Q: 3 clusters Score -4751154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4751156.500000 Penalty: 5278.367676
	Iteration 94Q: 3 clusters Score -4751156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4751158.500000 Penalty: 5278.367676
	Iteration 95Q: 3 clusters Score -4751158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4751162.500000 Penalty: 5278.367676
	Iteration 96Q: 3 clusters Score -4751162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4751166.500000 Penalty: 5278.367676
	Iteration 97Q: 3 clusters Score -4751166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4751173.500000 Penalty: 5278.367676
	Iteration 98Q: 3 clusters Score -4751174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4751176.500000 Penalty: 5278.367676
	Iteration 99Q: 3 clusters Score -4751176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4751178.000000 Penalty: 5278.367676
	Iteration 100F: 3 clusters Score -4751178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Entering Unmasked Estep 
Score: -1987430.125000 Penalty: 2420.485352
	Iteration 0F: 2 clusters Score -1987430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1975037.625000 Penalty: 4840.970703
	Iteration 0F: 3 clusters Score -1975038 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1979079.375000 Penalty: 4840.970703
	Iteration 1F: 3 clusters Score -1979079 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1979413.500000 Penalty: 4840.970703
	Iteration 2F: 3 clusters Score -1979414 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1979665.750000 Penalty: 4840.970703
	Iteration 3Q: 3 clusters Score -1979666 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1979893.625000 Penalty: 4840.970703
	Iteration 4Q: 3 clusters Score -1979894 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1980124.750000 Penalty: 4840.970703
	Iteration 5Q: 3 clusters Score -1980125 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1980330.625000 Penalty: 4840.970703
	Iteration 6Q: 3 clusters Score -1980331 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1980559.125000 Penalty: 4840.970703
	Iteration 7Q: 3 clusters Score -1980559 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1980803.625000 Penalty: 4840.970703
	Iteration 8Q: 3 clusters Score -1980804 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1981121.125000 Penalty: 4840.970703
	Iteration 9Q: 3 clusters Score -1981121 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1981504.500000 Penalty: 4840.970703
	Iteration 10Q: 3 clusters Score -1981504 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1981918.375000 Penalty: 4840.970703
	Iteration 11Q: 3 clusters Score -1981918 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1982356.375000 Penalty: 4840.970703
	Iteration 12Q: 3 clusters Score -1982356 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1982710.875000 Penalty: 4840.970703
	Iteration 13Q: 3 clusters Score -1982711 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1983002.125000 Penalty: 4840.970703
	Iteration 14Q: 3 clusters Score -1983002 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1983200.500000 Penalty: 4840.970703
	Iteration 15Q: 3 clusters Score -1983200 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1983339.750000 Penalty: 4840.970703
	Iteration 16Q: 3 clusters Score -1983340 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1983426.875000 Penalty: 4840.970703
	Iteration 17Q: 3 clusters Score -1983427 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1983505.250000 Penalty: 4840.970703
	Iteration 18Q: 3 clusters Score -1983505 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1983582.625000 Penalty: 4840.970703
	Iteration 19Q: 3 clusters Score -1983583 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1983646.500000 Penalty: 4840.970703
	Iteration 20F: 3 clusters Score -1983646 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1983700.750000 Penalty: 4840.970703
	Iteration 21Q: 3 clusters Score -1983701 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1983769.750000 Penalty: 4840.970703
	Iteration 22Q: 3 clusters Score -1983770 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1983842.125000 Penalty: 4840.970703
	Iteration 23Q: 3 clusters Score -1983842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1983899.875000 Penalty: 4840.970703
	Iteration 24Q: 3 clusters Score -1983900 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1983947.125000 Penalty: 4840.970703
	Iteration 25Q: 3 clusters Score -1983947 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1984002.375000 Penalty: 4840.970703
	Iteration 26Q: 3 clusters Score -1984002 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1984077.750000 Penalty: 4840.970703
	Iteration 27Q: 3 clusters Score -1984078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1984146.125000 Penalty: 4840.970703
	Iteration 28Q: 3 clusters Score -1984146 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1984214.625000 Penalty: 4840.970703
	Iteration 29Q: 3 clusters Score -1984215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1984297.125000 Penalty: 4840.970703
	Iteration 30Q: 3 clusters Score -1984297 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1984400.250000 Penalty: 4840.970703
	Iteration 31Q: 3 clusters Score -1984400 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1984498.375000 Penalty: 4840.970703
	Iteration 32Q: 3 clusters Score -1984498 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1984591.250000 Penalty: 4840.970703
	Iteration 33Q: 3 clusters Score -1984591 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1984677.625000 Penalty: 4840.970703
	Iteration 34Q: 3 clusters Score -1984678 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1984760.875000 Penalty: 4840.970703
	Iteration 35Q: 3 clusters Score -1984761 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1984819.250000 Penalty: 4840.970703
	Iteration 36Q: 3 clusters Score -1984819 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1984872.000000 Penalty: 4840.970703
	Iteration 37Q: 3 clusters Score -1984872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1984912.375000 Penalty: 4840.970703
	Iteration 38Q: 3 clusters Score -1984912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1984953.250000 Penalty: 4840.970703
	Iteration 39Q: 3 clusters Score -1984953 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1984995.875000 Penalty: 4840.970703
	Iteration 40F: 3 clusters Score -1984996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1985034.375000 Penalty: 4840.970703
	Iteration 41Q: 3 clusters Score -1985034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1985070.625000 Penalty: 4840.970703
	Iteration 42Q: 3 clusters Score -1985071 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1985101.375000 Penalty: 4840.970703
	Iteration 43Q: 3 clusters Score -1985101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1985124.750000 Penalty: 4840.970703
	Iteration 44Q: 3 clusters Score -1985125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1985145.750000 Penalty: 4840.970703
	Iteration 45Q: 3 clusters Score -1985146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1985171.000000 Penalty: 4840.970703
	Iteration 46Q: 3 clusters Score -1985171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1985200.000000 Penalty: 4840.970703
	Iteration 47Q: 3 clusters Score -1985200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1985220.875000 Penalty: 4840.970703
	Iteration 48Q: 3 clusters Score -1985221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1985237.625000 Penalty: 4840.970703
	Iteration 49Q: 3 clusters Score -1985238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1985259.000000 Penalty: 4840.970703
	Iteration 50Q: 3 clusters Score -1985259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1985277.625000 Penalty: 4840.970703
	Iteration 51Q: 3 clusters Score -1985278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1985289.000000 Penalty: 4840.970703
	Iteration 52Q: 3 clusters Score -1985289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1985310.875000 Penalty: 4840.970703
	Iteration 53Q: 3 clusters Score -1985311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1985336.000000 Penalty: 4840.970703
	Iteration 54Q: 3 clusters Score -1985336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1985351.500000 Penalty: 4840.970703
	Iteration 55Q: 3 clusters Score -1985352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1985358.000000 Penalty: 4840.970703
	Iteration 56Q: 3 clusters Score -1985358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1985370.750000 Penalty: 4840.970703
	Iteration 57Q: 3 clusters Score -1985371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1985377.875000 Penalty: 4840.970703
	Iteration 58Q: 3 clusters Score -1985378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1985383.250000 Penalty: 4840.970703
	Iteration 59Q: 3 clusters Score -1985383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1985388.875000 Penalty: 4840.970703
	Iteration 60F: 3 clusters Score -1985389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1985394.875000 Penalty: 4840.970703
	Iteration 61Q: 3 clusters Score -1985395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1985400.625000 Penalty: 4840.970703
	Iteration 62Q: 3 clusters Score -1985401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1985403.125000 Penalty: 4840.970703
	Iteration 63Q: 3 clusters Score -1985403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1985410.125000 Penalty: 4840.970703
	Iteration 64Q: 3 clusters Score -1985410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1985413.375000 Penalty: 4840.970703
	Iteration 65Q: 3 clusters Score -1985413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1985413.125000 Penalty: 4840.970703
	Iteration 66Q: 3 clusters Score -1985413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1985413.125000 Penalty: 4840.970703
	Iteration 67F: 3 clusters Score -1985413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 17293 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 6 contains 33932 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 89622 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 229941 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 44496 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 41851 members 
Mstep: Class 23 contains 17327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88553520.000000 Penalty: 70802.812500
Iteration 39Q: 22 clusters Score -8.855352e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 240376 members 
Mstep: Class 2 contains 17518 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 45293 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 33985 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 13875 members 
Mstep: Class 11 contains 91829 members 
Mstep: Class 12 contains 2491 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 229868 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 44525 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 41669 members 
Mstep: Class 23 contains 16576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88558024.000000 Penalty: 70802.812500
Iteration 40F: 22 clusters Score -8.855802e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 240362 members 
Mstep: Class 2 contains 17718 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 45498 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 33947 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 13195 members 
Mstep: Class 11 contains 93712 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 229304 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 44286 members 
Mstep: Class 21 contains 343 members 
Mstep: Class 22 contains 41392 members 
Mstep: Class 23 contains 15579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88560648.000000 Penalty: 70802.812500
Iteration 41Q: 22 clusters Score -8.856065e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 239973 members 
Mstep: Class 2 contains 17854 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 45446 members 
Mstep: Class 5 contains 5823 members 
Mstep: Class 6 contains 33918 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 2390 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 12645 members 
Mstep: Class 11 contains 95452 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 229390 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 44095 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 41088 members 
Mstep: Class 23 contains 14627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88563328.000000 Penalty: 70802.812500
Iteration 42Q: 22 clusters Score -8.856333e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 239352 members 
Mstep: Class 2 contains 17998 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 45337 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 33871 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 12265 members 
Mstep: Class 11 contains 97041 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 229710 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 43895 members 
Mstep: Class 21 contains 378 members 
Mstep: Class 22 contains 40825 members 
Mstep: Class 23 contains 13756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 22 clusters Score -8.856548e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 238754 members 
Mstep: Class 2 contains 18150 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 45188 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 33825 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 2528 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11975 members 
Mstep: Class 11 contains 98446 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 230252 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 17 contains 5634 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 43664 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 40550 members 
Mstep: Class 23 contains 12907 members 
Entering Unmasked Estep 
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Iteration 44Q: 22 clusters Score -8.856672e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 238108 members 
Mstep: Class 2 contains 18259 members 
Mstep: Class 3 contains 7243 members 
Mstep: Class 4 contains 45037 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 33758 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11806 members 
Mstep: Class 11 contains 99673 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 14 contains 230834 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 43439 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 40283 members 
Mstep: Class 23 contains 12155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 22 clusters Score -8.856803e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 237581 members 
Mstep: Class 2 contains 18347 members 
Mstep: Class 3 contains 7274 members 
Mstep: Class 4 contains 44873 members 
Mstep: Class 5 contains 6101 members 
Mstep: Class 6 contains 33694 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11701 members 
Mstep: Class 11 contains 100767 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 231408 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 43176 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 40034 members 
Mstep: Class 23 contains 11450 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 22 clusters Score -8.856941e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 237157 members 
Mstep: Class 2 contains 18413 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 6138 members 
Mstep: Class 6 contains 33619 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11604 members 
Mstep: Class 11 contains 101683 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 232027 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 42887 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 39791 members 
Mstep: Class 23 contains 10785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 22 clusters Score -8.857046e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 236724 members 
Mstep: Class 2 contains 18480 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 44653 members 
Mstep: Class 5 contains 6174 members 
Mstep: Class 6 contains 33559 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 11 contains 102505 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 232568 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 42601 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 39619 members 
Mstep: Class 23 contains 10160 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 22 clusters Score -8.857134e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 236339 members 
Mstep: Class 2 contains 18566 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 44543 members 
Mstep: Class 5 contains 6199 members 
Mstep: Class 6 contains 33505 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11516 members 
Mstep: Class 11 contains 103216 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 233045 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 42320 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 39457 members 
Mstep: Class 23 contains 9628 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -8.857254e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 236018 members 
Mstep: Class 2 contains 18663 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 44419 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 33439 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11482 members 
Mstep: Class 11 contains 103811 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 233502 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 17 contains 6505 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 39332 members 
Mstep: Class 23 contains 9157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573496.000000 Penalty: 70802.812500
Iteration 50Q: 22 clusters Score -8.85735e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 235737 members 
Mstep: Class 2 contains 18724 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 44306 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 33393 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 104316 members 
Mstep: Class 12 contains 2967 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 233848 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 41767 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 39197 members 
Mstep: Class 23 contains 8860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574496.000000 Penalty: 70802.812500
Iteration 51Q: 22 clusters Score -8.85745e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 235383 members 
Mstep: Class 2 contains 18783 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 44185 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 33345 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 104650 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 234321 members 
Mstep: Class 15 contains 701 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 41511 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 39062 members 
Mstep: Class 23 contains 8624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575536.000000 Penalty: 70802.812500
Iteration 52Q: 22 clusters Score -8.857554e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 235131 members 
Mstep: Class 2 contains 18821 members 
Mstep: Class 3 contains 7603 members 
Mstep: Class 4 contains 44084 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 33286 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 104960 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 234722 members 
Mstep: Class 15 contains 701 members 
Mstep: Class 17 contains 6905 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 41254 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 38942 members 
Mstep: Class 23 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576376.000000 Penalty: 70802.812500
Iteration 53Q: 22 clusters Score -8.857638e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 234909 members 
Mstep: Class 2 contains 18864 members 
Mstep: Class 3 contains 7643 members 
Mstep: Class 4 contains 44013 members 
Mstep: Class 5 contains 6311 members 
Mstep: Class 6 contains 33232 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 105280 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 235028 members 
Mstep: Class 15 contains 701 members 
Mstep: Class 17 contains 7011 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 40997 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 38830 members 
Mstep: Class 23 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577016.000000 Penalty: 70802.812500
Iteration 54Q: 22 clusters Score -8.857702e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 234751 members 
Mstep: Class 2 contains 18894 members 
Mstep: Class 3 contains 7682 members 
Mstep: Class 4 contains 43954 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 6 contains 33199 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 105540 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 235275 members 
Mstep: Class 15 contains 701 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 40786 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 38704 members 
Mstep: Class 23 contains 8165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577240.000000 Penalty: 70802.812500
Iteration 55Q: 22 clusters Score -8.857724e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 234639 members 
Mstep: Class 2 contains 18940 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 43900 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 33161 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 105728 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 235478 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 40618 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 38580 members 
Mstep: Class 23 contains 8080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577272.000000 Penalty: 70802.812500
Iteration 56Q: 22 clusters Score -8.857727e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 234536 members 
Mstep: Class 2 contains 18955 members 
Mstep: Class 3 contains 7783 members 
Mstep: Class 4 contains 43857 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 33124 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11363 members 
Mstep: Class 11 contains 105893 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 235665 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 40452 members 
Mstep: Class 21 contains 424 members 
Mstep: Class 22 contains 38493 members 
Mstep: Class 23 contains 8011 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -8.857736e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 234481 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 43791 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 33092 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 106113 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 235801 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 40278 members 
Mstep: Class 21 contains 425 members 
Mstep: Class 22 contains 38403 members 
Mstep: Class 23 contains 7953 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -8.857782e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 234328 members 
Mstep: Class 2 contains 19024 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 43736 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 33082 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11267 members 
Mstep: Class 11 contains 106304 members 
Mstep: Class 12 contains 3197 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 235982 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 17 contains 7407 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 40142 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 38320 members 
Mstep: Class 23 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 22 clusters Score -8.857765e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 234191 members 
Mstep: Class 2 contains 19058 members 
Mstep: Class 3 contains 7914 members 
Mstep: Class 4 contains 43709 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 33095 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11240 members 
Mstep: Class 11 contains 106468 members 
Mstep: Class 12 contains 3213 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 236128 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 17 contains 7435 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 40003 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 38247 members 
Mstep: Class 23 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 22 clusters Score -8.85785e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234070 members 
Mstep: Class 2 contains 19080 members 
Mstep: Class 3 contains 7942 members 
Mstep: Class 4 contains 43686 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 33124 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 106535 members 
Mstep: Class 12 contains 3225 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 236219 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7476 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39855 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 38170 members 
Mstep: Class 23 contains 7958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 22 clusters Score -8.857903e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234029 members 
Mstep: Class 2 contains 19110 members 
Mstep: Class 3 contains 7965 members 
Mstep: Class 4 contains 43666 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 33154 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 106592 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 236268 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7513 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39719 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 38103 members 
Mstep: Class 23 contains 7998 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 22 clusters Score -8.857912e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234013 members 
Mstep: Class 2 contains 19132 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 43608 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 33217 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 11107 members 
Mstep: Class 11 contains 106621 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 236286 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7546 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39603 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 8029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579416.000000 Penalty: 70802.812500
Iteration 63Q: 22 clusters Score -8.857942e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233930 members 
Mstep: Class 2 contains 19153 members 
Mstep: Class 3 contains 8002 members 
Mstep: Class 4 contains 43548 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 33271 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 11054 members 
Mstep: Class 11 contains 106630 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 236361 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7582 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39525 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 38037 members 
Mstep: Class 23 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579712.000000 Penalty: 70802.812500
Iteration 64Q: 22 clusters Score -8.857971e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233859 members 
Mstep: Class 2 contains 19171 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 43510 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 33329 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 106626 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 236443 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 17 contains 7625 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39430 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 38011 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580072.000000 Penalty: 70802.812500
Iteration 65Q: 22 clusters Score -8.858007e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 19186 members 
Mstep: Class 3 contains 8043 members 
Mstep: Class 4 contains 43468 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 33379 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10956 members 
Mstep: Class 11 contains 106590 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 236592 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39364 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 37980 members 
Mstep: Class 23 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580112.000000 Penalty: 70802.812500
Iteration 66Q: 22 clusters Score -8.858011e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 19197 members 
Mstep: Class 3 contains 8075 members 
Mstep: Class 4 contains 43439 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 33433 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2787 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10908 members 
Mstep: Class 11 contains 106525 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 236811 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39289 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 37939 members 
Mstep: Class 23 contains 8109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580304.000000 Penalty: 70802.812500
Iteration 67Q: 22 clusters Score -8.85803e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233535 members 
Mstep: Class 2 contains 19199 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 43408 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 33509 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 106438 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 237021 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39200 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 37906 members 
Mstep: Class 23 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580264.000000 Penalty: 70802.812500
Iteration 68Q: 22 clusters Score -8.858026e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233501 members 
Mstep: Class 2 contains 19201 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 43393 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 33601 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10821 members 
Mstep: Class 11 contains 106373 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 237137 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 7743 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39125 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 37863 members 
Mstep: Class 23 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580208.000000 Penalty: 70802.812500
Iteration 69Q: 22 clusters Score -8.858021e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233444 members 
Mstep: Class 2 contains 19196 members 
Mstep: Class 3 contains 8126 members 
Mstep: Class 4 contains 43367 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 33683 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10791 members 
Mstep: Class 11 contains 106329 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 237235 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 17 contains 7783 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39070 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 37837 members 
Mstep: Class 23 contains 8133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580288.000000 Penalty: 70802.812500
Iteration 70Q: 22 clusters Score -8.858029e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233415 members 
Mstep: Class 2 contains 19187 members 
Mstep: Class 3 contains 8149 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 5 contains 6245 members 
Mstep: Class 6 contains 33756 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10746 members 
Mstep: Class 11 contains 106307 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 237306 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 17 contains 7822 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 39024 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 37807 members 
Mstep: Class 23 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580440.000000 Penalty: 70802.812500
Iteration 71Q: 22 clusters Score -8.858044e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233348 members 
Mstep: Class 2 contains 19171 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 33813 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10698 members 
Mstep: Class 11 contains 106291 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 237431 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38978 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 37764 members 
Mstep: Class 23 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580456.000000 Penalty: 70802.812500
Iteration 72Q: 22 clusters Score -8.858046e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233343 members 
Mstep: Class 2 contains 19159 members 
Mstep: Class 3 contains 8215 members 
Mstep: Class 4 contains 43330 members 
Mstep: Class 5 contains 6221 members 
Mstep: Class 6 contains 33860 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 106252 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 237553 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7841 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38919 members 
Mstep: Class 21 contains 696 members 
Mstep: Class 22 contains 37732 members 
Mstep: Class 23 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580584.000000 Penalty: 70802.812500
Iteration 73Q: 22 clusters Score -8.858058e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233265 members 
Mstep: Class 2 contains 19154 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 43326 members 
Mstep: Class 5 contains 6219 members 
Mstep: Class 6 contains 33922 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10631 members 
Mstep: Class 11 contains 106232 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 237675 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7851 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38887 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 37692 members 
Mstep: Class 23 contains 8132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580664.000000 Penalty: 70802.812500
Iteration 74Q: 22 clusters Score -8.858066e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233206 members 
Mstep: Class 2 contains 19153 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 43309 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 33977 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10609 members 
Mstep: Class 11 contains 106189 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 237781 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 17 contains 7854 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38848 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 37674 members 
Mstep: Class 23 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581000.000000 Penalty: 70802.812500
Iteration 75Q: 22 clusters Score -8.8581e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233163 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 8243 members 
Mstep: Class 4 contains 43292 members 
Mstep: Class 5 contains 6254 members 
Mstep: Class 6 contains 34032 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 106118 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 237907 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7867 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38812 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 37652 members 
Mstep: Class 23 contains 8143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581040.000000 Penalty: 70802.812500
Iteration 76Q: 22 clusters Score -8.858104e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233097 members 
Mstep: Class 2 contains 19136 members 
Mstep: Class 3 contains 8248 members 
Mstep: Class 4 contains 43279 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 34097 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10552 members 
Mstep: Class 11 contains 106058 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238048 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7875 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38793 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 37617 members 
Mstep: Class 23 contains 8148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581000.000000 Penalty: 70802.812500
Iteration 77Q: 22 clusters Score -8.8581e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233032 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 8260 members 
Mstep: Class 4 contains 43269 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 34161 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10515 members 
Mstep: Class 11 contains 105979 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238190 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7889 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38779 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 37579 members 
Mstep: Class 23 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581096.000000 Penalty: 70802.812500
Iteration 78Q: 22 clusters Score -8.85811e+07 nChanged 1310
Entering ConstructFrom: 
Score: -88581096.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (232972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232972 members 
Entering Unmasked Estep 
Score: -26095232.000000 Penalty: 3064.950928
	Iteration 0F: 2 clusters Score -2.609523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -25944500.000000 Penalty: 6129.901855
	Iteration 0F: 3 clusters Score -2.59445e+07 nChanged 112369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115399 members 
Mstep: Class 2 contains 117573 members 
Entering Unmasked Estep 
Score: -26010898.000000 Penalty: 6129.901855
	Iteration 1F: 3 clusters Score -2.60109e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115126 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -26012308.000000 Penalty: 6129.901855
	Iteration 2Q: 3 clusters Score -2.601231e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -26014100.000000 Penalty: 6129.901855
	Iteration 3Q: 3 clusters Score -2.60141e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114268 members 
Mstep: Class 2 contains 118704 members 
Entering Unmasked Estep 
Score: -26016070.000000 Penalty: 6129.901855
	Iteration 4Q: 3 clusters Score -2.601607e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -26019324.000000 Penalty: 6129.901855
	Iteration 5Q: 3 clusters Score -2.601932e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 120351 members 
Entering Unmasked Estep 
Score: -26023638.000000 Penalty: 6129.901855
	Iteration 6Q: 3 clusters Score -2.602364e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -26029260.000000 Penalty: 6129.901855
	Iteration 7Q: 3 clusters Score -2.602926e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 123764 members 
Entering Unmasked Estep 
Score: -26036164.000000 Penalty: 6129.901855
	Iteration 8F: 3 clusters Score -2.603616e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -26044138.000000 Penalty: 6129.901855
	Iteration 9F: 3 clusters Score -2.604414e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 127547 members 
Entering Unmasked Estep 
Score: -26052020.000000 Penalty: 6129.901855
	Iteration 10F: 3 clusters Score -2.605202e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -26059812.000000 Penalty: 6129.901855
	Iteration 11F: 3 clusters Score -2.605981e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104242 members 
Mstep: Class 2 contains 128730 members 
Entering Unmasked Estep 
Score: -26065040.000000 Penalty: 6129.901855
	Iteration 12Q: 3 clusters Score -2.606504e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -26068164.000000 Penalty: 6129.901855
	Iteration 13Q: 3 clusters Score -2.606816e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -26069848.000000 Penalty: 6129.901855
	Iteration 14Q: 3 clusters Score -2.606985e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106475 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -26071144.000000 Penalty: 6129.901855
	Iteration 15Q: 3 clusters Score -2.607114e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 125388 members 
Entering Unmasked Estep 
Score: -26072254.000000 Penalty: 6129.901855
	Iteration 16Q: 3 clusters Score -2.607225e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 124183 members 
Entering Unmasked Estep 
Score: -26073454.000000 Penalty: 6129.901855
	Iteration 17Q: 3 clusters Score -2.607345e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 122856 members 
Entering Unmasked Estep 
Score: -26074650.000000 Penalty: 6129.901855
	Iteration 18Q: 3 clusters Score -2.607465e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111522 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -26075784.000000 Penalty: 6129.901855
	Iteration 19Q: 3 clusters Score -2.607578e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112973 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -26076972.000000 Penalty: 6129.901855
	Iteration 20F: 3 clusters Score -2.607697e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -26077880.000000 Penalty: 6129.901855
	Iteration 21Q: 3 clusters Score -2.607788e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115905 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -26078674.000000 Penalty: 6129.901855
	Iteration 22Q: 3 clusters Score -2.607867e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -26079176.000000 Penalty: 6129.901855
	Iteration 23Q: 3 clusters Score -2.607918e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
Score: -26079588.000000 Penalty: 6129.901855
	Iteration 24Q: 3 clusters Score -2.607959e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119583 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -26079904.000000 Penalty: 6129.901855
	Iteration 25Q: 3 clusters Score -2.60799e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -26080178.000000 Penalty: 6129.901855
	Iteration 26Q: 3 clusters Score -2.608018e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -26080394.000000 Penalty: 6129.901855
	Iteration 27Q: 3 clusters Score -2.608039e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -26080624.000000 Penalty: 6129.901855
	Iteration 28Q: 3 clusters Score -2.608062e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -26080658.000000 Penalty: 6129.901855
	Iteration 29Q: 3 clusters Score -2.608066e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124080 members 
Mstep: Class 2 contains 108892 members 
Entering Unmasked Estep 
Score: -26080900.000000 Penalty: 6129.901855
	Iteration 30Q: 3 clusters Score -2.60809e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 108032 members 
Entering Unmasked Estep 
Score: -26081026.000000 Penalty: 6129.901855
	Iteration 31Q: 3 clusters Score -2.608103e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -26081126.000000 Penalty: 6129.901855
	Iteration 32Q: 3 clusters Score -2.608113e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -26081140.000000 Penalty: 6129.901855
	Iteration 33Q: 3 clusters Score -2.608114e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -26081252.000000 Penalty: 6129.901855
	Iteration 34Q: 3 clusters Score -2.608125e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -26081192.000000 Penalty: 6129.901855
	Iteration 35Q: 3 clusters Score -2.608119e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129243 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -26081142.000000 Penalty: 6129.901855
	Iteration 36Q: 3 clusters Score -2.608114e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -26081140.000000 Penalty: 6129.901855
	Iteration 37Q: 3 clusters Score -2.608114e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -26081210.000000 Penalty: 6129.901855
	Iteration 38Q: 3 clusters Score -2.608121e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -26081216.000000 Penalty: 6129.901855
	Iteration 39Q: 3 clusters Score -2.608122e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132732 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -26081228.000000 Penalty: 6129.901855
	Iteration 40F: 3 clusters Score -2.608123e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -26081268.000000 Penalty: 6129.901855
	Iteration 41Q: 3 clusters Score -2.608127e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134515 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -26081362.000000 Penalty: 6129.901855
	Iteration 42Q: 3 clusters Score -2.608136e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -26081422.000000 Penalty: 6129.901855
	Iteration 43Q: 3 clusters Score -2.608142e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136321 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -26081448.000000 Penalty: 6129.901855
	Iteration 44Q: 3 clusters Score -2.608145e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -26081484.000000 Penalty: 6129.901855
	Iteration 45Q: 3 clusters Score -2.608148e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138068 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -26081544.000000 Penalty: 6129.901855
	Iteration 46Q: 3 clusters Score -2.608154e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -26081572.000000 Penalty: 6129.901855
	Iteration 47Q: 3 clusters Score -2.608157e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139842 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -26081612.000000 Penalty: 6129.901855
	Iteration 48Q: 3 clusters Score -2.608161e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140774 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -26081710.000000 Penalty: 6129.901855
	Iteration 49Q: 3 clusters Score -2.608171e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -26081844.000000 Penalty: 6129.901855
	Iteration 50Q: 3 clusters Score -2.608184e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -26081902.000000 Penalty: 6129.901855
	Iteration 51Q: 3 clusters Score -2.60819e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -26081898.000000 Penalty: 6129.901855
	Iteration 52Q: 3 clusters Score -2.60819e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -26081838.000000 Penalty: 6129.901855
	Iteration 53Q: 3 clusters Score -2.608184e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -26081890.000000 Penalty: 6129.901855
	Iteration 54Q: 3 clusters Score -2.608189e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -26081974.000000 Penalty: 6129.901855
	Iteration 55Q: 3 clusters Score -2.608197e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -26081994.000000 Penalty: 6129.901855
	Iteration 56Q: 3 clusters Score -2.608199e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148837 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -26082062.000000 Penalty: 6129.901855
	Iteration 57Q: 3 clusters Score -2.608206e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -26082188.000000 Penalty: 6129.901855
	Iteration 58Q: 3 clusters Score -2.608219e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -26082224.000000 Penalty: 6129.901855
	Iteration 59Q: 3 clusters Score -2.608222e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -26082400.000000 Penalty: 6129.901855
	Iteration 60F: 3 clusters Score -2.60824e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -26082406.000000 Penalty: 6129.901855
	Iteration 61Q: 3 clusters Score -2.608241e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -26082456.000000 Penalty: 6129.901855
	Iteration 62Q: 3 clusters Score -2.608246e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155365 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -26082710.000000 Penalty: 6129.901855
	Iteration 63Q: 3 clusters Score -2.608271e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156497 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -26082760.000000 Penalty: 6129.901855
	Iteration 64Q: 3 clusters Score -2.608276e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157740 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -26082882.000000 Penalty: 6129.901855
	Iteration 65Q: 3 clusters Score -2.608288e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159012 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -26082906.000000 Penalty: 6129.901855
	Iteration 66Q: 3 clusters Score -2.608291e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160273 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -26083016.000000 Penalty: 6129.901855
	Iteration 67Q: 3 clusters Score -2.608302e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -26083066.000000 Penalty: 6129.901855
	Iteration 68Q: 3 clusters Score -2.608307e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -26083178.000000 Penalty: 6129.901855
	Iteration 69Q: 3 clusters Score -2.608318e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -26083194.000000 Penalty: 6129.901855
	Iteration 70Q: 3 clusters Score -2.608319e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -26083288.000000 Penalty: 6129.901855
	Iteration 71Q: 3 clusters Score -2.608329e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -26083524.000000 Penalty: 6129.901855
	Iteration 72Q: 3 clusters Score -2.608352e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168234 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -26083816.000000 Penalty: 6129.901855
	Iteration 73Q: 3 clusters Score -2.608382e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169690 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -26083850.000000 Penalty: 6129.901855
	Iteration 74Q: 3 clusters Score -2.608385e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171144 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -26084030.000000 Penalty: 6129.901855
	Iteration 75Q: 3 clusters Score -2.608403e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172610 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -26084082.000000 Penalty: 6129.901855
	Iteration 76Q: 3 clusters Score -2.608408e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174146 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -26084290.000000 Penalty: 6129.901855
	Iteration 77Q: 3 clusters Score -2.608429e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175701 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -26084478.000000 Penalty: 6129.901855
	Iteration 78Q: 3 clusters Score -2.608448e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177270 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -26084628.000000 Penalty: 6129.901855
	Iteration 79Q: 3 clusters Score -2.608463e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -26084714.000000 Penalty: 6129.901855
	Iteration 80F: 3 clusters Score -2.608471e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -26084878.000000 Penalty: 6129.901855
	Iteration 81Q: 3 clusters Score -2.608488e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182108 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -26085096.000000 Penalty: 6129.901855
	Iteration 82Q: 3 clusters Score -2.60851e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183723 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -26085354.000000 Penalty: 6129.901855
	Iteration 83Q: 3 clusters Score -2.608535e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -26085412.000000 Penalty: 6129.901855
	Iteration 84Q: 3 clusters Score -2.608541e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186903 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -26085582.000000 Penalty: 6129.901855
	Iteration 85Q: 3 clusters Score -2.608558e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188515 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -26085894.000000 Penalty: 6129.901855
	Iteration 86Q: 3 clusters Score -2.608589e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190174 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -26086074.000000 Penalty: 6129.901855
	Iteration 87Q: 3 clusters Score -2.608607e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191879 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -26086338.000000 Penalty: 6129.901855
	Iteration 88Q: 3 clusters Score -2.608634e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193519 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -26086752.000000 Penalty: 6129.901855
	Iteration 89Q: 3 clusters Score -2.608675e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195111 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -26086960.000000 Penalty: 6129.901855
	Iteration 90Q: 3 clusters Score -2.608696e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196731 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -26087206.000000 Penalty: 6129.901855
	Iteration 91Q: 3 clusters Score -2.608721e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198354 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -26087712.000000 Penalty: 6129.901855
	Iteration 92Q: 3 clusters Score -2.608771e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199909 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -26087900.000000 Penalty: 6129.901855
	Iteration 93Q: 3 clusters Score -2.60879e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201374 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -26088164.000000 Penalty: 6129.901855
	Iteration 94Q: 3 clusters Score -2.608816e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202844 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -26088344.000000 Penalty: 6129.901855
	Iteration 95Q: 3 clusters Score -2.608834e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204265 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -26088628.000000 Penalty: 6129.901855
	Iteration 96Q: 3 clusters Score -2.608863e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205735 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -26088926.000000 Penalty: 6129.901855
	Iteration 97Q: 3 clusters Score -2.608893e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207205 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -26089282.000000 Penalty: 6129.901855
	Iteration 98Q: 3 clusters Score -2.608928e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208646 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -26089608.000000 Penalty: 6129.901855
	Iteration 99Q: 3 clusters Score -2.608961e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210130 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -26089864.000000 Penalty: 6129.901855
	Iteration 100F: 3 clusters Score -2.608986e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211642 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -26090128.000000 Penalty: 6129.901855
	Iteration 101Q: 3 clusters Score -2.609013e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213112 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -26090446.000000 Penalty: 6129.901855
	Iteration 102Q: 3 clusters Score -2.609045e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214506 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -26090700.000000 Penalty: 6129.901855
	Iteration 103Q: 3 clusters Score -2.60907e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215827 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -26091138.000000 Penalty: 6129.901855
	Iteration 104Q: 3 clusters Score -2.609114e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217092 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -26091496.000000 Penalty: 6129.901855
	Iteration 105Q: 3 clusters Score -2.60915e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218375 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -26091892.000000 Penalty: 6129.901855
	Iteration 106Q: 3 clusters Score -2.609189e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219658 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -26092318.000000 Penalty: 6129.901855
	Iteration 107Q: 3 clusters Score -2.609232e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220863 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -26092632.000000 Penalty: 6129.901855
	Iteration 108Q: 3 clusters Score -2.609263e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221994 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -26092760.000000 Penalty: 6129.901855
	Iteration 109Q: 3 clusters Score -2.609276e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223047 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -26092982.000000 Penalty: 6129.901855
	Iteration 110Q: 3 clusters Score -2.609298e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224009 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -26093176.000000 Penalty: 6129.901855
	Iteration 111Q: 3 clusters Score -2.609318e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224913 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -26093226.000000 Penalty: 6129.901855
	Iteration 112Q: 3 clusters Score -2.609323e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225739 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -26093270.000000 Penalty: 6129.901855
	Iteration 113Q: 3 clusters Score -2.609327e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226468 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -26093396.000000 Penalty: 6129.901855
	Iteration 114Q: 3 clusters Score -2.60934e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227107 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -26093340.000000 Penalty: 6129.901855
	Iteration 115Q: 3 clusters Score -2.609334e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227708 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -26093260.000000 Penalty: 6129.901855
	Iteration 116Q: 3 clusters Score -2.609326e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228204 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -26093296.000000 Penalty: 6129.901855
	Iteration 117Q: 3 clusters Score -2.60933e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228655 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -26093240.000000 Penalty: 6129.901855
	Iteration 118Q: 3 clusters Score -2.609324e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229026 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -26093324.000000 Penalty: 6129.901855
	Iteration 119Q: 3 clusters Score -2.609332e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229326 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -26093324.000000 Penalty: 6129.901855
	Iteration 120F: 3 clusters Score -2.609332e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229597 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -26093400.000000 Penalty: 6129.901855
	Iteration 121Q: 3 clusters Score -2.60934e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229847 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -26093328.000000 Penalty: 6129.901855
	Iteration 122Q: 3 clusters Score -2.609333e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230067 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -26093244.000000 Penalty: 6129.901855
	Iteration 123Q: 3 clusters Score -2.609324e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230238 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -26093314.000000 Penalty: 6129.901855
	Iteration 124Q: 3 clusters Score -2.609331e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230418 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -26093302.000000 Penalty: 6129.901855
	Iteration 125Q: 3 clusters Score -2.60933e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230560 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -26093272.000000 Penalty: 6129.901855
	Iteration 126Q: 3 clusters Score -2.609327e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230668 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26093316.000000 Penalty: 6129.901855
	Iteration 127Q: 3 clusters Score -2.609332e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230767 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -26093322.000000 Penalty: 6129.901855
	Iteration 128Q: 3 clusters Score -2.609332e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230846 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -26093286.000000 Penalty: 6129.901855
	Iteration 129Q: 3 clusters Score -2.609329e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230905 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -26093284.000000 Penalty: 6129.901855
	Iteration 130Q: 3 clusters Score -2.609328e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230962 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -26093272.000000 Penalty: 6129.901855
	Iteration 131Q: 3 clusters Score -2.609327e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231013 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -26093276.000000 Penalty: 6129.901855
	Iteration 132Q: 3 clusters Score -2.609328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231053 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -26093282.000000 Penalty: 6129.901855
	Iteration 133Q: 3 clusters Score -2.609328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231091 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -26093282.000000 Penalty: 6129.901855
	Iteration 134Q: 3 clusters Score -2.609328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231127 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -26093284.000000 Penalty: 6129.901855
	Iteration 135Q: 3 clusters Score -2.609328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231162 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -26093294.000000 Penalty: 6129.901855
	Iteration 136Q: 3 clusters Score -2.609329e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231215 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -26093288.000000 Penalty: 6129.901855
	Iteration 137Q: 3 clusters Score -2.609329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231252 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -26093272.000000 Penalty: 6129.901855
	Iteration 138Q: 3 clusters Score -2.609327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231292 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -26093272.000000 Penalty: 6129.901855
	Iteration 139Q: 3 clusters Score -2.609327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231324 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -26093234.000000 Penalty: 6129.901855
	Iteration 140F: 3 clusters Score -2.609323e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231366 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -26093220.000000 Penalty: 6129.901855
	Iteration 141Q: 3 clusters Score -2.609322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231396 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -26093242.000000 Penalty: 6129.901855
	Iteration 142Q: 3 clusters Score -2.609324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231423 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -26093250.000000 Penalty: 6129.901855
	Iteration 143Q: 3 clusters Score -2.609325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231445 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -26093242.000000 Penalty: 6129.901855
	Iteration 144Q: 3 clusters Score -2.609324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231463 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -26093260.000000 Penalty: 6129.901855
	Iteration 145Q: 3 clusters Score -2.609326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231482 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -26093280.000000 Penalty: 6129.901855
	Iteration 146Q: 3 clusters Score -2.609328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231505 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -26093282.000000 Penalty: 6129.901855
	Iteration 147Q: 3 clusters Score -2.609328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231514 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -26093242.000000 Penalty: 6129.901855
	Iteration 148Q: 3 clusters Score -2.609324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231520 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -26093264.000000 Penalty: 6129.901855
	Iteration 149Q: 3 clusters Score -2.609326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231528 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -26093252.000000 Penalty: 6129.901855
	Iteration 150Q: 3 clusters Score -2.609325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231536 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -26093256.000000 Penalty: 6129.901855
	Iteration 151Q: 3 clusters Score -2.609326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231541 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -26093258.000000 Penalty: 6129.901855
	Iteration 152Q: 3 clusters Score -2.609326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231548 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -26093244.000000 Penalty: 6129.901855
	Iteration 153Q: 3 clusters Score -2.609324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231557 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -26093238.000000 Penalty: 6129.901855
	Iteration 154Q: 3 clusters Score -2.609324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231568 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -26093250.000000 Penalty: 6129.901855
	Iteration 155Q: 3 clusters Score -2.609325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231581 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -26093232.000000 Penalty: 6129.901855
	Iteration 156Q: 3 clusters Score -2.609323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231588 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -26093224.000000 Penalty: 6129.901855
	Iteration 157Q: 3 clusters Score -2.609322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231592 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -26093230.000000 Penalty: 6129.901855
	Iteration 158Q: 3 clusters Score -2.609323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231594 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -26093242.000000 Penalty: 6129.901855
	Iteration 159Q: 3 clusters Score -2.609324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231594 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -26093220.000000 Penalty: 6129.901855
	Iteration 160F: 3 clusters Score -2.609322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231594 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -26093226.000000 Penalty: 6129.901855
	Iteration 161Q: 3 clusters Score -2.609323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231595 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -26093218.000000 Penalty: 6129.901855
	Iteration 162Q: 3 clusters Score -2.609322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231596 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -26093220.000000 Penalty: 6129.901855
	Iteration 163Q: 3 clusters Score -2.609322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231597 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -26093214.000000 Penalty: 6129.901855
	Iteration 164Q: 3 clusters Score -2.609321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231598 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -26093214.000000 Penalty: 6129.901855
	Iteration 165Q: 3 clusters Score -2.609321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231598 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -26093214.000000 Penalty: 6129.901855
	Iteration 166F: 3 clusters Score -2.609321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Entering Unmasked Estep 
Score: -2172990.750000 Penalty: 2445.035156
	Iteration 0F: 2 clusters Score -2172991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2159578.250000 Penalty: 4890.070312
	Iteration 0F: 3 clusters Score -2159578 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2164171.750000 Penalty: 4890.070312
	Iteration 1F: 3 clusters Score -2164172 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2164911.250000 Penalty: 4890.070312
	Iteration 2F: 3 clusters Score -2164911 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2165793.000000 Penalty: 4890.070312
	Iteration 3F: 3 clusters Score -2165793 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2166795.500000 Penalty: 4890.070312
	Iteration 4F: 3 clusters Score -2166796 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2167928.000000 Penalty: 4890.070312
	Iteration 5F: 3 clusters Score -2167928 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2169012.750000 Penalty: 4890.070312
	Iteration 6F: 3 clusters Score -2169013 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2169890.250000 Penalty: 4890.070312
	Iteration 7F: 3 clusters Score -2169890 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2170519.250000 Penalty: 4890.070312
	Iteration 8Q: 3 clusters Score -2170519 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2170908.750000 Penalty: 4890.070312
	Iteration 9Q: 3 clusters Score -2170909 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2171175.250000 Penalty: 4890.070312
	Iteration 10Q: 3 clusters Score -2171175 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2171374.000000 Penalty: 4890.070312
	Iteration 11Q: 3 clusters Score -2171374 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2171525.750000 Penalty: 4890.070312
	Iteration 12Q: 3 clusters Score -2171526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2171628.500000 Penalty: 4890.070312
	Iteration 13Q: 3 clusters Score -2171628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2171714.500000 Penalty: 4890.070312
	Iteration 14Q: 3 clusters Score -2171714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2171764.250000 Penalty: 4890.070312
	Iteration 15Q: 3 clusters Score -2171764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2171803.000000 Penalty: 4890.070312
	Iteration 16Q: 3 clusters Score -2171803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2171831.250000 Penalty: 4890.070312
	Iteration 17Q: 3 clusters Score -2171831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2171864.750000 Penalty: 4890.070312
	Iteration 18Q: 3 clusters Score -2171865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2171888.750000 Penalty: 4890.070312
	Iteration 19Q: 3 clusters Score -2171889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2171902.250000 Penalty: 4890.070312
	Iteration 20F: 3 clusters Score -2171902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2171912.000000 Penalty: 4890.070312
	Iteration 21Q: 3 clusters Score -2171912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2171918.000000 Penalty: 4890.070312
	Iteration 22Q: 3 clusters Score -2171918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2171925.250000 Penalty: 4890.070312
	Iteration 23Q: 3 clusters Score -2171925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2171934.750000 Penalty: 4890.070312
	Iteration 24Q: 3 clusters Score -2171935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2171945.250000 Penalty: 4890.070312
	Iteration 25Q: 3 clusters Score -2171945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2171947.500000 Penalty: 4890.070312
	Iteration 26Q: 3 clusters Score -2171948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2171952.000000 Penalty: 4890.070312
	Iteration 27Q: 3 clusters Score -2171952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2171949.250000 Penalty: 4890.070312
	Iteration 28Q: 3 clusters Score -2171949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2171952.500000 Penalty: 4890.070312
	Iteration 29Q: 3 clusters Score -2171952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2171954.750000 Penalty: 4890.070312
	Iteration 30Q: 3 clusters Score -2171955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2171956.000000 Penalty: 4890.070312
	Iteration 31Q: 3 clusters Score -2171956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2171957.750000 Penalty: 4890.070312
	Iteration 32Q: 3 clusters Score -2171958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2171962.250000 Penalty: 4890.070312
	Iteration 33Q: 3 clusters Score -2171962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2171967.000000 Penalty: 4890.070312
	Iteration 34Q: 3 clusters Score -2171967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2171971.000000 Penalty: 4890.070312
	Iteration 35Q: 3 clusters Score -2171971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2171973.000000 Penalty: 4890.070312
	Iteration 36Q: 3 clusters Score -2171973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2171978.750000 Penalty: 4890.070312
	Iteration 37Q: 3 clusters Score -2171979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2171978.250000 Penalty: 4890.070312
	Iteration 38Q: 3 clusters Score -2171978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2171973.500000 Penalty: 4890.070312
	Iteration 39Q: 3 clusters Score -2171974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2171979.250000 Penalty: 4890.070312
	Iteration 40F: 3 clusters Score -2171979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2171984.000000 Penalty: 4890.070312
	Iteration 41Q: 3 clusters Score -2171984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2171981.750000 Penalty: 4890.070312
	Iteration 42Q: 3 clusters Score -2171982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2171985.750000 Penalty: 4890.070312
	Iteration 43Q: 3 clusters Score -2171986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2171987.000000 Penalty: 4890.070312
	Iteration 44Q: 3 clusters Score -2171987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2171989.750000 Penalty: 4890.070312
	Iteration 45Q: 3 clusters Score -2171990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2171993.750000 Penalty: 4890.070312
	Iteration 46Q: 3 clusters Score -2171994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2171994.000000 Penalty: 4890.070312
	Iteration 47Q: 3 clusters Score -2171994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2171996.000000 Penalty: 4890.070312
	Iteration 48Q: 3 clusters Score -2171996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2171996.000000 Penalty: 4890.070312
	Iteration 49F: 3 clusters Score -2171996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Entering Unmasked Estep 
Score: -969174.500000 Penalty: 2237.086670
	Iteration 0F: 2 clusters Score -969174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -962547.062500 Penalty: 4474.173340
	Iteration 0F: 3 clusters Score -962547.1 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -964349.562500 Penalty: 4474.173340
	Iteration 1F: 3 clusters Score -964349.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -964578.937500 Penalty: 4474.173340
	Iteration 2F: 3 clusters Score -964578.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -964711.625000 Penalty: 4474.173340
	Iteration 3Q: 3 clusters Score -964711.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -964801.937500 Penalty: 4474.173340
	Iteration 4Q: 3 clusters Score -964801.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -964864.187500 Penalty: 4474.173340
	Iteration 5Q: 3 clusters Score -964864.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -964913.562500 Penalty: 4474.173340
	Iteration 6Q: 3 clusters Score -964913.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -964949.750000 Penalty: 4474.173340
	Iteration 7Q: 3 clusters Score -964949.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -964986.937500 Penalty: 4474.173340
	Iteration 8Q: 3 clusters Score -964986.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -965016.375000 Penalty: 4474.173340
	Iteration 9Q: 3 clusters Score -965016.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -965042.437500 Penalty: 4474.173340
	Iteration 10Q: 3 clusters Score -965042.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -965070.437500 Penalty: 4474.173340
	Iteration 11Q: 3 clusters Score -965070.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -965092.312500 Penalty: 4474.173340
	Iteration 12Q: 3 clusters Score -965092.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -965106.500000 Penalty: 4474.173340
	Iteration 13Q: 3 clusters Score -965106.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -965126.187500 Penalty: 4474.173340
	Iteration 14Q: 3 clusters Score -965126.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -965145.625000 Penalty: 4474.173340
	Iteration 15Q: 3 clusters Score -965145.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -965168.000000 Penalty: 4474.173340
	Iteration 16Q: 3 clusters Score -965168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -965193.562500 Penalty: 4474.173340
	Iteration 17Q: 3 clusters Score -965193.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -965212.875000 Penalty: 4474.173340
	Iteration 18Q: 3 clusters Score -965212.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -965230.250000 Penalty: 4474.173340
	Iteration 19Q: 3 clusters Score -965230.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -965246.437500 Penalty: 4474.173340
	Iteration 20F: 3 clusters Score -965246.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -965260.562500 Penalty: 4474.173340
	Iteration 21Q: 3 clusters Score -965260.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -965281.500000 Penalty: 4474.173340
	Iteration 22Q: 3 clusters Score -965281.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -965300.125000 Penalty: 4474.173340
	Iteration 23Q: 3 clusters Score -965300.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -965322.000000 Penalty: 4474.173340
	Iteration 24Q: 3 clusters Score -965322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -965350.437500 Penalty: 4474.173340
	Iteration 25Q: 3 clusters Score -965350.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -965390.937500 Penalty: 4474.173340
	Iteration 26Q: 3 clusters Score -965390.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -965432.062500 Penalty: 4474.173340
	Iteration 27Q: 3 clusters Score -965432.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -965481.687500 Penalty: 4474.173340
	Iteration 28Q: 3 clusters Score -965481.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -965540.187500 Penalty: 4474.173340
	Iteration 29Q: 3 clusters Score -965540.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -965609.812500 Penalty: 4474.173340
	Iteration 30Q: 3 clusters Score -965609.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -965667.312500 Penalty: 4474.173340
	Iteration 31Q: 3 clusters Score -965667.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -965753.562500 Penalty: 4474.173340
	Iteration 32Q: 3 clusters Score -965753.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -965837.625000 Penalty: 4474.173340
	Iteration 33Q: 3 clusters Score -965837.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -965957.375000 Penalty: 4474.173340
	Iteration 34Q: 3 clusters Score -965957.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -966071.812500 Penalty: 4474.173340
	Iteration 35Q: 3 clusters Score -966071.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -966183.812500 Penalty: 4474.173340
	Iteration 36Q: 3 clusters Score -966183.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -966293.750000 Penalty: 4474.173340
	Iteration 37Q: 3 clusters Score -966293.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -966403.750000 Penalty: 4474.173340
	Iteration 38Q: 3 clusters Score -966403.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -966525.187500 Penalty: 4474.173340
	Iteration 39Q: 3 clusters Score -966525.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -966602.875000 Penalty: 4474.173340
	Iteration 40F: 3 clusters Score -966602.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -966657.125000 Penalty: 4474.173340
	Iteration 41Q: 3 clusters Score -966657.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -966707.750000 Penalty: 4474.173340
	Iteration 42Q: 3 clusters Score -966707.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -966738.937500 Penalty: 4474.173340
	Iteration 43Q: 3 clusters Score -966738.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -966764.562500 Penalty: 4474.173340
	Iteration 44Q: 3 clusters Score -966764.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -966788.812500 Penalty: 4474.173340
	Iteration 45Q: 3 clusters Score -966788.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -966812.875000 Penalty: 4474.173340
	Iteration 46Q: 3 clusters Score -966812.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -966829.812500 Penalty: 4474.173340
	Iteration 47Q: 3 clusters Score -966829.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -966846.812500 Penalty: 4474.173340
	Iteration 48Q: 3 clusters Score -966846.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -966860.812500 Penalty: 4474.173340
	Iteration 49Q: 3 clusters Score -966860.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -966870.062500 Penalty: 4474.173340
	Iteration 50Q: 3 clusters Score -966870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -966878.250000 Penalty: 4474.173340
	Iteration 51Q: 3 clusters Score -966878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -966887.937500 Penalty: 4474.173340
	Iteration 52Q: 3 clusters Score -966887.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -966897.187500 Penalty: 4474.173340
	Iteration 53Q: 3 clusters Score -966897.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -966909.750000 Penalty: 4474.173340
	Iteration 54Q: 3 clusters Score -966909.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -966919.437500 Penalty: 4474.173340
	Iteration 55Q: 3 clusters Score -966919.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -966926.375000 Penalty: 4474.173340
	Iteration 56Q: 3 clusters Score -966926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -966932.375000 Penalty: 4474.173340
	Iteration 57Q: 3 clusters Score -966932.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -966936.812500 Penalty: 4474.173340
	Iteration 58Q: 3 clusters Score -966936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -966941.375000 Penalty: 4474.173340
	Iteration 59Q: 3 clusters Score -966941.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -966949.125000 Penalty: 4474.173340
	Iteration 60F: 3 clusters Score -966949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -966955.937500 Penalty: 4474.173340
	Iteration 61Q: 3 clusters Score -966955.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -966961.500000 Penalty: 4474.173340
	Iteration 62Q: 3 clusters Score -966961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -966966.375000 Penalty: 4474.173340
	Iteration 63Q: 3 clusters Score -966966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -966966.937500 Penalty: 4474.173340
	Iteration 64Q: 3 clusters Score -966966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -966966.937500 Penalty: 4474.173340
	Iteration 65F: 3 clusters Score -966966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Entering Unmasked Estep 
Score: -4759122.500000 Penalty: 2647.384521
	Iteration 0F: 2 clusters Score -4759122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4729982.000000 Penalty: 5294.769043
	Iteration 0F: 3 clusters Score -4729982 nChanged 19913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -4740729.000000 Penalty: 5294.769043
	Iteration 1F: 3 clusters Score -4740729 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -4741200.000000 Penalty: 5294.769043
	Iteration 2Q: 3 clusters Score -4741200 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4741649.000000 Penalty: 5294.769043
	Iteration 3Q: 3 clusters Score -4741649 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4742055.000000 Penalty: 5294.769043
	Iteration 4Q: 3 clusters Score -4742055 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4742445.000000 Penalty: 5294.769043
	Iteration 5Q: 3 clusters Score -4742445 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4742939.000000 Penalty: 5294.769043
	Iteration 6Q: 3 clusters Score -4742939 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4743459.500000 Penalty: 5294.769043
	Iteration 7Q: 3 clusters Score -4743460 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4744174.500000 Penalty: 5294.769043
	Iteration 8Q: 3 clusters Score -4744174 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4745053.000000 Penalty: 5294.769043
	Iteration 9Q: 3 clusters Score -4745053 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -4745962.000000 Penalty: 5294.769043
	Iteration 10Q: 3 clusters Score -4745962 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4746917.500000 Penalty: 5294.769043
	Iteration 11Q: 3 clusters Score -4746918 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -4747811.000000 Penalty: 5294.769043
	Iteration 12Q: 3 clusters Score -4747811 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4748555.500000 Penalty: 5294.769043
	Iteration 13Q: 3 clusters Score -4748556 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4749098.000000 Penalty: 5294.769043
	Iteration 14Q: 3 clusters Score -4749098 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4749470.000000 Penalty: 5294.769043
	Iteration 15Q: 3 clusters Score -4749470 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4749748.500000 Penalty: 5294.769043
	Iteration 16Q: 3 clusters Score -4749748 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4749965.000000 Penalty: 5294.769043
	Iteration 17Q: 3 clusters Score -4749965 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4750160.000000 Penalty: 5294.769043
	Iteration 18Q: 3 clusters Score -4750160 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4750304.000000 Penalty: 5294.769043
	Iteration 19Q: 3 clusters Score -4750304 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4750391.000000 Penalty: 5294.769043
	Iteration 20F: 3 clusters Score -4750391 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4750502.000000 Penalty: 5294.769043
	Iteration 21Q: 3 clusters Score -4750502 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4750592.500000 Penalty: 5294.769043
	Iteration 22Q: 3 clusters Score -4750592 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4750670.000000 Penalty: 5294.769043
	Iteration 23Q: 3 clusters Score -4750670 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4750831.500000 Penalty: 5294.769043
	Iteration 24Q: 3 clusters Score -4750832 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4750964.000000 Penalty: 5294.769043
	Iteration 25Q: 3 clusters Score -4750964 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4751166.500000 Penalty: 5294.769043
	Iteration 26Q: 3 clusters Score -4751166 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4751365.000000 Penalty: 5294.769043
	Iteration 27Q: 3 clusters Score -4751365 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4751573.500000 Penalty: 5294.769043
	Iteration 28Q: 3 clusters Score -4751574 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4751822.500000 Penalty: 5294.769043
	Iteration 29Q: 3 clusters Score -4751822 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4752112.000000 Penalty: 5294.769043
	Iteration 30Q: 3 clusters Score -4752112 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4752477.000000 Penalty: 5294.769043
	Iteration 31Q: 3 clusters Score -4752477 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4752869.000000 Penalty: 5294.769043
	Iteration 32Q: 3 clusters Score -4752869 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4753388.500000 Penalty: 5294.769043
	Iteration 33Q: 3 clusters Score -4753388 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -4754058.000000 Penalty: 5294.769043
	Iteration 34Q: 3 clusters Score -4754058 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4754829.000000 Penalty: 5294.769043
	Iteration 35Q: 3 clusters Score -4754829 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4755369.000000 Penalty: 5294.769043
	Iteration 36Q: 3 clusters Score -4755369 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4755676.000000 Penalty: 5294.769043
	Iteration 37Q: 3 clusters Score -4755676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -4755794.500000 Penalty: 5294.769043
	Iteration 38Q: 3 clusters Score -4755794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4755852.000000 Penalty: 5294.769043
	Iteration 39Q: 3 clusters Score -4755852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -4756222.500000 Penalty: 5294.769043
	Iteration 40F: 3 clusters Score -4756222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -4756578.500000 Penalty: 5294.769043
	Iteration 41Q: 3 clusters Score -4756578 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -4756764.000000 Penalty: 5294.769043
	Iteration 42Q: 3 clusters Score -4756764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -4756832.500000 Penalty: 5294.769043
	Iteration 43Q: 3 clusters Score -4756832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -4756884.500000 Penalty: 5294.769043
	Iteration 44Q: 3 clusters Score -4756884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -4756915.500000 Penalty: 5294.769043
	Iteration 45Q: 3 clusters Score -4756916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -4756922.000000 Penalty: 5294.769043
	Iteration 46Q: 3 clusters Score -4756922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -4756933.500000 Penalty: 5294.769043
	Iteration 47Q: 3 clusters Score -4756934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -4756937.000000 Penalty: 5294.769043
	Iteration 48Q: 3 clusters Score -4756937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4756938.000000 Penalty: 5294.769043
	Iteration 49Q: 3 clusters Score -4756938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -4756939.000000 Penalty: 5294.769043
	Iteration 50Q: 3 clusters Score -4756939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -4756939.500000 Penalty: 5294.769043
	Iteration 51Q: 3 clusters Score -4756940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -4756936.500000 Penalty: 5294.769043
	Iteration 52Q: 3 clusters Score -4756936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -4756936.000000 Penalty: 5294.769043
	Iteration 53Q: 3 clusters Score -4756936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4756940.000000 Penalty: 5294.769043
	Iteration 54Q: 3 clusters Score -4756940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -4756944.500000 Penalty: 5294.769043
	Iteration 55Q: 3 clusters Score -4756944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -4756949.000000 Penalty: 5294.769043
	Iteration 56Q: 3 clusters Score -4756949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -4756949.000000 Penalty: 5294.769043
	Iteration 57F: 3 clusters Score -4756949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -715964.000000 Penalty: 2167.920898
	Iteration 0F: 2 clusters Score -715964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -710601.187500 Penalty: 4335.841797
	Iteration 0F: 3 clusters Score -710601.2 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -711881.437500 Penalty: 4335.841797
	Iteration 1F: 3 clusters Score -711881.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -712112.437500 Penalty: 4335.841797
	Iteration 2F: 3 clusters Score -712112.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -712256.750000 Penalty: 4335.841797
	Iteration 3F: 3 clusters Score -712256.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -712347.875000 Penalty: 4335.841797
	Iteration 4Q: 3 clusters Score -712347.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -712410.562500 Penalty: 4335.841797
	Iteration 5Q: 3 clusters Score -712410.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -712469.437500 Penalty: 4335.841797
	Iteration 6Q: 3 clusters Score -712469.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -712515.437500 Penalty: 4335.841797
	Iteration 7Q: 3 clusters Score -712515.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -712550.812500 Penalty: 4335.841797
	Iteration 8Q: 3 clusters Score -712550.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -712581.062500 Penalty: 4335.841797
	Iteration 9Q: 3 clusters Score -712581.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -712609.125000 Penalty: 4335.841797
	Iteration 10Q: 3 clusters Score -712609.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -712640.000000 Penalty: 4335.841797
	Iteration 11Q: 3 clusters Score -712640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -712682.000000 Penalty: 4335.841797
	Iteration 12Q: 3 clusters Score -712682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -712725.000000 Penalty: 4335.841797
	Iteration 13Q: 3 clusters Score -712725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -712772.125000 Penalty: 4335.841797
	Iteration 14Q: 3 clusters Score -712772.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -712817.437500 Penalty: 4335.841797
	Iteration 15Q: 3 clusters Score -712817.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -712862.062500 Penalty: 4335.841797
	Iteration 16Q: 3 clusters Score -712862.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -712913.187500 Penalty: 4335.841797
	Iteration 17Q: 3 clusters Score -712913.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -712974.125000 Penalty: 4335.841797
	Iteration 18Q: 3 clusters Score -712974.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -713049.375000 Penalty: 4335.841797
	Iteration 19Q: 3 clusters Score -713049.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -713131.250000 Penalty: 4335.841797
	Iteration 20F: 3 clusters Score -713131.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -713220.312500 Penalty: 4335.841797
	Iteration 21Q: 3 clusters Score -713220.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -713300.312500 Penalty: 4335.841797
	Iteration 22Q: 3 clusters Score -713300.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -713376.937500 Penalty: 4335.841797
	Iteration 23Q: 3 clusters Score -713376.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -713473.937500 Penalty: 4335.841797
	Iteration 24Q: 3 clusters Score -713473.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -713571.250000 Penalty: 4335.841797
	Iteration 25Q: 3 clusters Score -713571.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -713672.937500 Penalty: 4335.841797
	Iteration 26Q: 3 clusters Score -713672.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -713769.250000 Penalty: 4335.841797
	Iteration 27Q: 3 clusters Score -713769.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -713851.812500 Penalty: 4335.841797
	Iteration 28Q: 3 clusters Score -713851.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -713909.875000 Penalty: 4335.841797
	Iteration 29Q: 3 clusters Score -713909.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -713949.187500 Penalty: 4335.841797
	Iteration 30Q: 3 clusters Score -713949.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -713972.250000 Penalty: 4335.841797
	Iteration 31Q: 3 clusters Score -713972.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -713992.437500 Penalty: 4335.841797
	Iteration 32Q: 3 clusters Score -713992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -714007.000000 Penalty: 4335.841797
	Iteration 33Q: 3 clusters Score -714007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -714018.187500 Penalty: 4335.841797
	Iteration 34Q: 3 clusters Score -714018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -714031.437500 Penalty: 4335.841797
	Iteration 35Q: 3 clusters Score -714031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -714037.312500 Penalty: 4335.841797
	Iteration 36Q: 3 clusters Score -714037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -714039.062500 Penalty: 4335.841797
	Iteration 37Q: 3 clusters Score -714039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -714039.937500 Penalty: 4335.841797
	Iteration 38Q: 3 clusters Score -714039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -714040.000000 Penalty: 4335.841797
	Iteration 39Q: 3 clusters Score -714040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -714040.000000 Penalty: 4335.841797
	Iteration 40F: 3 clusters Score -714040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Entering Unmasked Estep 
Score: -3862270.000000 Penalty: 2589.296631
	Iteration 0F: 2 clusters Score -3862270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3838842.500000 Penalty: 5178.593262
	Iteration 0F: 3 clusters Score -3838842 nChanged 15536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3847360.750000 Penalty: 5178.593262
	Iteration 1F: 3 clusters Score -3847361 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3847906.000000 Penalty: 5178.593262
	Iteration 2Q: 3 clusters Score -3847906 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3848574.500000 Penalty: 5178.593262
	Iteration 3Q: 3 clusters Score -3848574 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3849460.000000 Penalty: 5178.593262
	Iteration 4F: 3 clusters Score -3849460 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3850792.750000 Penalty: 5178.593262
	Iteration 5F: 3 clusters Score -3850793 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3852638.750000 Penalty: 5178.593262
	Iteration 6F: 3 clusters Score -3852639 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3854895.500000 Penalty: 5178.593262
	Iteration 7F: 3 clusters Score -3854896 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3857127.750000 Penalty: 5178.593262
	Iteration 8F: 3 clusters Score -3857128 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3858855.500000 Penalty: 5178.593262
	Iteration 9F: 3 clusters Score -3858856 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3859825.500000 Penalty: 5178.593262
	Iteration 10Q: 3 clusters Score -3859826 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3860390.000000 Penalty: 5178.593262
	Iteration 11Q: 3 clusters Score -3860390 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3860712.000000 Penalty: 5178.593262
	Iteration 12Q: 3 clusters Score -3860712 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3860912.000000 Penalty: 5178.593262
	Iteration 13Q: 3 clusters Score -3860912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3861062.250000 Penalty: 5178.593262
	Iteration 14Q: 3 clusters Score -3861062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3861156.000000 Penalty: 5178.593262
	Iteration 15Q: 3 clusters Score -3861156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3861196.500000 Penalty: 5178.593262
	Iteration 16Q: 3 clusters Score -3861196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3861222.250000 Penalty: 5178.593262
	Iteration 17Q: 3 clusters Score -3861222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3861239.000000 Penalty: 5178.593262
	Iteration 18Q: 3 clusters Score -3861239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3861261.000000 Penalty: 5178.593262
	Iteration 19Q: 3 clusters Score -3861261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3861264.750000 Penalty: 5178.593262
	Iteration 20F: 3 clusters Score -3861265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -3861263.250000 Penalty: 5178.593262
	Iteration 21Q: 3 clusters Score -3861263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -3861277.000000 Penalty: 5178.593262
	Iteration 22Q: 3 clusters Score -3861277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3861275.500000 Penalty: 5178.593262
	Iteration 23Q: 3 clusters Score -3861276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -3861277.250000 Penalty: 5178.593262
	Iteration 24Q: 3 clusters Score -3861277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -3861281.250000 Penalty: 5178.593262
	Iteration 25Q: 3 clusters Score -3861281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3861283.750000 Penalty: 5178.593262
	Iteration 26Q: 3 clusters Score -3861284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3861287.500000 Penalty: 5178.593262
	Iteration 27Q: 3 clusters Score -3861288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3861287.250000 Penalty: 5178.593262
	Iteration 28Q: 3 clusters Score -3861287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -3861290.750000 Penalty: 5178.593262
	Iteration 29Q: 3 clusters Score -3861291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3861288.750000 Penalty: 5178.593262
	Iteration 30Q: 3 clusters Score -3861289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -3861290.750000 Penalty: 5178.593262
	Iteration 31Q: 3 clusters Score -3861291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3861293.000000 Penalty: 5178.593262
	Iteration 32Q: 3 clusters Score -3861293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -3861287.750000 Penalty: 5178.593262
	Iteration 33Q: 3 clusters Score -3861288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3861285.750000 Penalty: 5178.593262
	Iteration 34Q: 3 clusters Score -3861286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3861288.500000 Penalty: 5178.593262
	Iteration 35Q: 3 clusters Score -3861288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3861293.250000 Penalty: 5178.593262
	Iteration 36Q: 3 clusters Score -3861293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3861290.000000 Penalty: 5178.593262
	Iteration 37Q: 3 clusters Score -3861290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -3861292.500000 Penalty: 5178.593262
	Iteration 38Q: 3 clusters Score -3861292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -3861294.000000 Penalty: 5178.593262
	Iteration 39Q: 3 clusters Score -3861294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3861290.750000 Penalty: 5178.593262
	Iteration 40F: 3 clusters Score -3861291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3861291.500000 Penalty: 5178.593262
	Iteration 41Q: 3 clusters Score -3861292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3861291.500000 Penalty: 5178.593262
	Iteration 42F: 3 clusters Score -3861292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -103093.984375 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -103094 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 490 members 
Entering Unmasked Estep 
Score: -101166.320312 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -101166.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101430.414062 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -101430.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101551.914062 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -101551.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101667.757812 Penalty: 3414.197266
	Iteration 3Q: 3 clusters Score -101667.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101782.921875 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -101782.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101846.156250 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -101846.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101897.109375 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -101897.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102047.648438 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -102047.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -102361.054688 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -102361.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102639.562500 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -102639.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -102712.828125 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -102712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102774.835938 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -102774.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -102842.210938 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -102842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -102895.523438 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -102895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102945.984375 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -102946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -102971.757812 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -102971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -102995.726562 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -102995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -103004.453125 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -103004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -103005.656250 Penalty: 3414.197266
	Iteration 18F: 3 clusters Score -103005.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -103009.406250 Penalty: 3414.197266
	Iteration 19Q: 3 clusters Score -103009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -103012.609375 Penalty: 3414.197266
	Iteration 20F: 3 clusters Score -103012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -103014.664062 Penalty: 3414.197266
	Iteration 21Q: 3 clusters Score -103014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103016.468750 Penalty: 3414.197266
	Iteration 22Q: 3 clusters Score -103016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -103019.203125 Penalty: 3414.197266
	Iteration 23Q: 3 clusters Score -103019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103029.765625 Penalty: 3414.197266
	Iteration 24Q: 3 clusters Score -103029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -103040.343750 Penalty: 3414.197266
	Iteration 25Q: 3 clusters Score -103040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -103044.804688 Penalty: 3414.197266
	Iteration 26Q: 3 clusters Score -103044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103047.023438 Penalty: 3414.197266
	Iteration 27Q: 3 clusters Score -103047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103047.023438 Penalty: 3414.197266
	Iteration 28F: 3 clusters Score -103047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -314005.343750 Penalty: 1968.999756
	Iteration 0F: 2 clusters Score -314005.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -310866.437500 Penalty: 3937.999512
	Iteration 0F: 3 clusters Score -310866.4 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -311515.562500 Penalty: 3937.999512
	Iteration 1F: 3 clusters Score -311515.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -311703.468750 Penalty: 3937.999512
	Iteration 2F: 3 clusters Score -311703.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -311837.250000 Penalty: 3937.999512
	Iteration 3F: 3 clusters Score -311837.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -311916.687500 Penalty: 3937.999512
	Iteration 4Q: 3 clusters Score -311916.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -311971.250000 Penalty: 3937.999512
	Iteration 5Q: 3 clusters Score -311971.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -312004.843750 Penalty: 3937.999512
	Iteration 6Q: 3 clusters Score -312004.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -312035.531250 Penalty: 3937.999512
	Iteration 7Q: 3 clusters Score -312035.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -312071.906250 Penalty: 3937.999512
	Iteration 8Q: 3 clusters Score -312071.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -312106.062500 Penalty: 3937.999512
	Iteration 9Q: 3 clusters Score -312106.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -312144.687500 Penalty: 3937.999512
	Iteration 10Q: 3 clusters Score -312144.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -312179.468750 Penalty: 3937.999512
	Iteration 11Q: 3 clusters Score -312179.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -312214.593750 Penalty: 3937.999512
	Iteration 12Q: 3 clusters Score -312214.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -312242.562500 Penalty: 3937.999512
	Iteration 13Q: 3 clusters Score -312242.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -312264.750000 Penalty: 3937.999512
	Iteration 14Q: 3 clusters Score -312264.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -312279.000000 Penalty: 3937.999512
	Iteration 15Q: 3 clusters Score -312279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -312289.468750 Penalty: 3937.999512
	Iteration 16Q: 3 clusters Score -312289.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -312302.437500 Penalty: 3937.999512
	Iteration 17Q: 3 clusters Score -312302.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -312314.562500 Penalty: 3937.999512
	Iteration 18Q: 3 clusters Score -312314.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -312326.125000 Penalty: 3937.999512
	Iteration 19Q: 3 clusters Score -312326.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -312336.250000 Penalty: 3937.999512
	Iteration 20F: 3 clusters Score -312336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -312349.093750 Penalty: 3937.999512
	Iteration 21Q: 3 clusters Score -312349.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -312368.031250 Penalty: 3937.999512
	Iteration 22Q: 3 clusters Score -312368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -312390.093750 Penalty: 3937.999512
	Iteration 23Q: 3 clusters Score -312390.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -312400.000000 Penalty: 3937.999512
	Iteration 24Q: 3 clusters Score -312400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -312408.906250 Penalty: 3937.999512
	Iteration 25Q: 3 clusters Score -312408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -312418.968750 Penalty: 3937.999512
	Iteration 26Q: 3 clusters Score -312419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -312430.312500 Penalty: 3937.999512
	Iteration 27Q: 3 clusters Score -312430.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -312442.937500 Penalty: 3937.999512
	Iteration 28Q: 3 clusters Score -312442.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -312452.500000 Penalty: 3937.999512
	Iteration 29Q: 3 clusters Score -312452.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -312458.656250 Penalty: 3937.999512
	Iteration 30Q: 3 clusters Score -312458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -312467.656250 Penalty: 3937.999512
	Iteration 31Q: 3 clusters Score -312467.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -312472.812500 Penalty: 3937.999512
	Iteration 32Q: 3 clusters Score -312472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -312480.031250 Penalty: 3937.999512
	Iteration 33Q: 3 clusters Score -312480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -312482.937500 Penalty: 3937.999512
	Iteration 34Q: 3 clusters Score -312482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -312486.343750 Penalty: 3937.999512
	Iteration 35Q: 3 clusters Score -312486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -312489.968750 Penalty: 3937.999512
	Iteration 36Q: 3 clusters Score -312490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -312491.281250 Penalty: 3937.999512
	Iteration 37Q: 3 clusters Score -312491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -312493.125000 Penalty: 3937.999512
	Iteration 38Q: 3 clusters Score -312493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -312493.937500 Penalty: 3937.999512
	Iteration 39Q: 3 clusters Score -312493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -312496.156250 Penalty: 3937.999512
	Iteration 40F: 3 clusters Score -312496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -312499.156250 Penalty: 3937.999512
	Iteration 41Q: 3 clusters Score -312499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -312502.781250 Penalty: 3937.999512
	Iteration 42Q: 3 clusters Score -312502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -312506.500000 Penalty: 3937.999512
	Iteration 43Q: 3 clusters Score -312506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -312509.187500 Penalty: 3937.999512
	Iteration 44Q: 3 clusters Score -312509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -312510.562500 Penalty: 3937.999512
	Iteration 45Q: 3 clusters Score -312510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -312511.812500 Penalty: 3937.999512
	Iteration 46Q: 3 clusters Score -312511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -312513.343750 Penalty: 3937.999512
	Iteration 47Q: 3 clusters Score -312513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -312516.875000 Penalty: 3937.999512
	Iteration 48Q: 3 clusters Score -312516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -312517.031250 Penalty: 3937.999512
	Iteration 49Q: 3 clusters Score -312517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -312517.031250 Penalty: 3937.999512
	Iteration 50F: 3 clusters Score -312517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -90376.320312 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -90376.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88521.265625 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -88521.27 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88773.179688 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -88773.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88853.546875 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -88853.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88921.210938 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -88921.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88987.429688 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -88987.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89219.585938 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -89219.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89521.640625 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -89521.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89600.695312 Penalty: 3361.147461
	Iteration 7F: 3 clusters Score -89600.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89675.632812 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -89675.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89737.835938 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -89737.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89781.453125 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -89781.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89813.914062 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -89813.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -89836.632812 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -89836.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89853.531250 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -89853.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -89863.148438 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -89863.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -89869.882812 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -89869.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89871.273438 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -89871.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89871.273438 Penalty: 3361.147461
	Iteration 17F: 3 clusters Score -89871.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Entering Unmasked Estep 
Score: -1169282.500000 Penalty: 2295.791504
	Iteration 0F: 2 clusters Score -1169282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1161359.625000 Penalty: 4591.583008
	Iteration 0F: 3 clusters Score -1161360 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1163597.250000 Penalty: 4591.583008
	Iteration 1F: 3 clusters Score -1163597 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1163861.500000 Penalty: 4591.583008
	Iteration 2F: 3 clusters Score -1163862 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1164028.625000 Penalty: 4591.583008
	Iteration 3Q: 3 clusters Score -1164029 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1164146.250000 Penalty: 4591.583008
	Iteration 4Q: 3 clusters Score -1164146 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1164249.750000 Penalty: 4591.583008
	Iteration 5Q: 3 clusters Score -1164250 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1164364.625000 Penalty: 4591.583008
	Iteration 6Q: 3 clusters Score -1164365 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1164502.750000 Penalty: 4591.583008
	Iteration 7Q: 3 clusters Score -1164503 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1164680.125000 Penalty: 4591.583008
	Iteration 8Q: 3 clusters Score -1164680 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1164932.875000 Penalty: 4591.583008
	Iteration 9Q: 3 clusters Score -1164933 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1165213.000000 Penalty: 4591.583008
	Iteration 10Q: 3 clusters Score -1165213 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1165523.625000 Penalty: 4591.583008
	Iteration 11Q: 3 clusters Score -1165524 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1165773.875000 Penalty: 4591.583008
	Iteration 12Q: 3 clusters Score -1165774 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1165982.000000 Penalty: 4591.583008
	Iteration 13Q: 3 clusters Score -1165982 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1166170.500000 Penalty: 4591.583008
	Iteration 14Q: 3 clusters Score -1166170 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1166340.500000 Penalty: 4591.583008
	Iteration 15Q: 3 clusters Score -1166340 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1166521.875000 Penalty: 4591.583008
	Iteration 16Q: 3 clusters Score -1166522 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1166692.000000 Penalty: 4591.583008
	Iteration 17Q: 3 clusters Score -1166692 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1166839.375000 Penalty: 4591.583008
	Iteration 18Q: 3 clusters Score -1166839 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1166952.750000 Penalty: 4591.583008
	Iteration 19Q: 3 clusters Score -1166953 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1167049.500000 Penalty: 4591.583008
	Iteration 20F: 3 clusters Score -1167050 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1167143.000000 Penalty: 4591.583008
	Iteration 21Q: 3 clusters Score -1167143 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1167242.500000 Penalty: 4591.583008
	Iteration 22Q: 3 clusters Score -1167242 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1167343.125000 Penalty: 4591.583008
	Iteration 23Q: 3 clusters Score -1167343 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1167439.375000 Penalty: 4591.583008
	Iteration 24Q: 3 clusters Score -1167439 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1167529.375000 Penalty: 4591.583008
	Iteration 25Q: 3 clusters Score -1167529 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1167582.250000 Penalty: 4591.583008
	Iteration 26Q: 3 clusters Score -1167582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1167637.125000 Penalty: 4591.583008
	Iteration 27Q: 3 clusters Score -1167637 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1167684.875000 Penalty: 4591.583008
	Iteration 28Q: 3 clusters Score -1167685 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1167720.625000 Penalty: 4591.583008
	Iteration 29Q: 3 clusters Score -1167721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1167746.125000 Penalty: 4591.583008
	Iteration 30Q: 3 clusters Score -1167746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1167766.500000 Penalty: 4591.583008
	Iteration 31Q: 3 clusters Score -1167766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1167791.625000 Penalty: 4591.583008
	Iteration 32Q: 3 clusters Score -1167792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1167819.125000 Penalty: 4591.583008
	Iteration 33Q: 3 clusters Score -1167819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1167846.500000 Penalty: 4591.583008
	Iteration 34Q: 3 clusters Score -1167846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1167869.625000 Penalty: 4591.583008
	Iteration 35Q: 3 clusters Score -1167870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1167887.625000 Penalty: 4591.583008
	Iteration 36Q: 3 clusters Score -1167888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1167902.875000 Penalty: 4591.583008
	Iteration 37Q: 3 clusters Score -1167903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1167918.375000 Penalty: 4591.583008
	Iteration 38Q: 3 clusters Score -1167918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1167927.625000 Penalty: 4591.583008
	Iteration 39Q: 3 clusters Score -1167928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1167934.375000 Penalty: 4591.583008
	Iteration 40F: 3 clusters Score -1167934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1167939.750000 Penalty: 4591.583008
	Iteration 41Q: 3 clusters Score -1167940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1167943.250000 Penalty: 4591.583008
	Iteration 42Q: 3 clusters Score -1167943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1167946.250000 Penalty: 4591.583008
	Iteration 43Q: 3 clusters Score -1167946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1167948.500000 Penalty: 4591.583008
	Iteration 44Q: 3 clusters Score -1167948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1167948.250000 Penalty: 4591.583008
	Iteration 45Q: 3 clusters Score -1167948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1167951.875000 Penalty: 4591.583008
	Iteration 46Q: 3 clusters Score -1167952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1167951.500000 Penalty: 4591.583008
	Iteration 47Q: 3 clusters Score -1167952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1167951.375000 Penalty: 4591.583008
	Iteration 48Q: 3 clusters Score -1167951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1167951.875000 Penalty: 4591.583008
	Iteration 49Q: 3 clusters Score -1167952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1167951.875000 Penalty: 4591.583008
	Iteration 50F: 3 clusters Score -1167952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Entering Unmasked Estep 
Score: -11909766.000000 Penalty: 2869.473633
	Iteration 0F: 2 clusters Score -1.190977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -11838284.000000 Penalty: 5738.947266
	Iteration 0F: 3 clusters Score -1.183828e+07 nChanged 50431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -11867526.000000 Penalty: 5738.947266
	Iteration 1F: 3 clusters Score -1.186753e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -11868460.000000 Penalty: 5738.947266
	Iteration 2Q: 3 clusters Score -1.186846e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -11869671.000000 Penalty: 5738.947266
	Iteration 3Q: 3 clusters Score -1.186967e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -11871156.000000 Penalty: 5738.947266
	Iteration 4Q: 3 clusters Score -1.187116e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -11873637.000000 Penalty: 5738.947266
	Iteration 5Q: 3 clusters Score -1.187364e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -11877136.000000 Penalty: 5738.947266
	Iteration 6F: 3 clusters Score -1.187714e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -11882034.000000 Penalty: 5738.947266
	Iteration 7F: 3 clusters Score -1.188203e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -11887452.000000 Penalty: 5738.947266
	Iteration 8F: 3 clusters Score -1.188745e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -11892176.000000 Penalty: 5738.947266
	Iteration 9F: 3 clusters Score -1.189218e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -11895065.000000 Penalty: 5738.947266
	Iteration 10F: 3 clusters Score -1.189506e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -11896542.000000 Penalty: 5738.947266
	Iteration 11Q: 3 clusters Score -1.189654e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -11897246.000000 Penalty: 5738.947266
	Iteration 12Q: 3 clusters Score -1.189725e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -11897786.000000 Penalty: 5738.947266
	Iteration 13Q: 3 clusters Score -1.189779e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -11898328.000000 Penalty: 5738.947266
	Iteration 14Q: 3 clusters Score -1.189833e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -11898773.000000 Penalty: 5738.947266
	Iteration 15Q: 3 clusters Score -1.189877e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -11899199.000000 Penalty: 5738.947266
	Iteration 16Q: 3 clusters Score -1.18992e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -11899681.000000 Penalty: 5738.947266
	Iteration 17Q: 3 clusters Score -1.189968e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -11900083.000000 Penalty: 5738.947266
	Iteration 18Q: 3 clusters Score -1.190008e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -11900475.000000 Penalty: 5738.947266
	Iteration 19Q: 3 clusters Score -1.190048e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -11900863.000000 Penalty: 5738.947266
	Iteration 20F: 3 clusters Score -1.190086e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -11901309.000000 Penalty: 5738.947266
	Iteration 21Q: 3 clusters Score -1.190131e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -11901737.000000 Penalty: 5738.947266
	Iteration 22Q: 3 clusters Score -1.190174e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -11902101.000000 Penalty: 5738.947266
	Iteration 23Q: 3 clusters Score -1.19021e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 87869 members 
Entering Unmasked Estep 
Score: -11902481.000000 Penalty: 5738.947266
	Iteration 24Q: 3 clusters Score -1.190248e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -11902865.000000 Penalty: 5738.947266
	Iteration 25Q: 3 clusters Score -1.190286e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -11903128.000000 Penalty: 5738.947266
	Iteration 26Q: 3 clusters Score -1.190313e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -11903447.000000 Penalty: 5738.947266
	Iteration 27Q: 3 clusters Score -1.190345e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -11903781.000000 Penalty: 5738.947266
	Iteration 28Q: 3 clusters Score -1.190378e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -11904077.000000 Penalty: 5738.947266
	Iteration 29Q: 3 clusters Score -1.190408e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 94488 members 
Entering Unmasked Estep 
Score: -11904407.000000 Penalty: 5738.947266
	Iteration 30Q: 3 clusters Score -1.190441e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -11904714.000000 Penalty: 5738.947266
	Iteration 31Q: 3 clusters Score -1.190471e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -11904994.000000 Penalty: 5738.947266
	Iteration 32Q: 3 clusters Score -1.190499e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -11905236.000000 Penalty: 5738.947266
	Iteration 33Q: 3 clusters Score -1.190524e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -11905490.000000 Penalty: 5738.947266
	Iteration 34Q: 3 clusters Score -1.190549e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -11905716.000000 Penalty: 5738.947266
	Iteration 35Q: 3 clusters Score -1.190572e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -11905982.000000 Penalty: 5738.947266
	Iteration 36Q: 3 clusters Score -1.190598e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -11906167.000000 Penalty: 5738.947266
	Iteration 37Q: 3 clusters Score -1.190617e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 100287 members 
Entering Unmasked Estep 
Score: -11906303.000000 Penalty: 5738.947266
	Iteration 38Q: 3 clusters Score -1.19063e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -11906420.000000 Penalty: 5738.947266
	Iteration 39Q: 3 clusters Score -1.190642e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -11906542.000000 Penalty: 5738.947266
	Iteration 40F: 3 clusters Score -1.190654e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -11906642.000000 Penalty: 5738.947266
	Iteration 41Q: 3 clusters Score -1.190664e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -11906770.000000 Penalty: 5738.947266
	Iteration 42Q: 3 clusters Score -1.190677e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -11906850.000000 Penalty: 5738.947266
	Iteration 43Q: 3 clusters Score -1.190685e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -11906914.000000 Penalty: 5738.947266
	Iteration 44Q: 3 clusters Score -1.190691e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -11906958.000000 Penalty: 5738.947266
	Iteration 45Q: 3 clusters Score -1.190696e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -11907016.000000 Penalty: 5738.947266
	Iteration 46Q: 3 clusters Score -1.190702e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -11907070.000000 Penalty: 5738.947266
	Iteration 47Q: 3 clusters Score -1.190707e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -11907142.000000 Penalty: 5738.947266
	Iteration 48Q: 3 clusters Score -1.190714e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -11907211.000000 Penalty: 5738.947266
	Iteration 49Q: 3 clusters Score -1.190721e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -11907215.000000 Penalty: 5738.947266
	Iteration 50Q: 3 clusters Score -1.190722e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -11907263.000000 Penalty: 5738.947266
	Iteration 51Q: 3 clusters Score -1.190726e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -11907279.000000 Penalty: 5738.947266
	Iteration 52Q: 3 clusters Score -1.190728e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -11907304.000000 Penalty: 5738.947266
	Iteration 53Q: 3 clusters Score -1.19073e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -11907316.000000 Penalty: 5738.947266
	Iteration 54Q: 3 clusters Score -1.190732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -11907329.000000 Penalty: 5738.947266
	Iteration 55Q: 3 clusters Score -1.190733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -11907343.000000 Penalty: 5738.947266
	Iteration 56Q: 3 clusters Score -1.190734e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -11907361.000000 Penalty: 5738.947266
	Iteration 57Q: 3 clusters Score -1.190736e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -11907366.000000 Penalty: 5738.947266
	Iteration 58Q: 3 clusters Score -1.190737e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -11907370.000000 Penalty: 5738.947266
	Iteration 59Q: 3 clusters Score -1.190737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -11907384.000000 Penalty: 5738.947266
	Iteration 60F: 3 clusters Score -1.190738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -11907395.000000 Penalty: 5738.947266
	Iteration 61Q: 3 clusters Score -1.19074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -11907395.000000 Penalty: 5738.947266
	Iteration 62Q: 3 clusters Score -1.19074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -11907416.000000 Penalty: 5738.947266
	Iteration 63Q: 3 clusters Score -1.190742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -11907416.000000 Penalty: 5738.947266
	Iteration 64Q: 3 clusters Score -1.190742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -11907403.000000 Penalty: 5738.947266
	Iteration 65Q: 3 clusters Score -1.19074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 103787 members 
Entering Unmasked Estep 
Score: -11907418.000000 Penalty: 5738.947266
	Iteration 66Q: 3 clusters Score -1.190742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -11907420.000000 Penalty: 5738.947266
	Iteration 67Q: 3 clusters Score -1.190742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -11907415.000000 Penalty: 5738.947266
	Iteration 68Q: 3 clusters Score -1.190742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 103832 members 
Entering Unmasked Estep 
Score: -11907411.000000 Penalty: 5738.947266
	Iteration 69Q: 3 clusters Score -1.190741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -11907420.000000 Penalty: 5738.947266
	Iteration 70Q: 3 clusters Score -1.190742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -11907427.000000 Penalty: 5738.947266
	Iteration 71Q: 3 clusters Score -1.190743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -11907419.000000 Penalty: 5738.947266
	Iteration 72Q: 3 clusters Score -1.190742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -11907428.000000 Penalty: 5738.947266
	Iteration 73Q: 3 clusters Score -1.190743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 103895 members 
Entering Unmasked Estep 
Score: -11907434.000000 Penalty: 5738.947266
	Iteration 74Q: 3 clusters Score -1.190743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 103896 members 
Entering Unmasked Estep 
Score: -11907433.000000 Penalty: 5738.947266
	Iteration 75Q: 3 clusters Score -1.190743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -11907434.000000 Penalty: 5738.947266
	Iteration 76Q: 3 clusters Score -1.190743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -11907434.000000 Penalty: 5738.947266
	Iteration 77F: 3 clusters Score -1.190743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -366333.250000 Penalty: 2017.056885
	Iteration 0F: 2 clusters Score -366333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -362763.093750 Penalty: 4034.113770
	Iteration 0F: 3 clusters Score -362763.1 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -363499.375000 Penalty: 4034.113770
	Iteration 1F: 3 clusters Score -363499.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -363670.968750 Penalty: 4034.113770
	Iteration 2F: 3 clusters Score -363671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -363770.875000 Penalty: 4034.113770
	Iteration 3Q: 3 clusters Score -363770.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -363827.250000 Penalty: 4034.113770
	Iteration 4Q: 3 clusters Score -363827.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -363871.687500 Penalty: 4034.113770
	Iteration 5Q: 3 clusters Score -363871.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -363905.531250 Penalty: 4034.113770
	Iteration 6Q: 3 clusters Score -363905.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -363932.562500 Penalty: 4034.113770
	Iteration 7Q: 3 clusters Score -363932.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -363951.187500 Penalty: 4034.113770
	Iteration 8Q: 3 clusters Score -363951.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -363969.687500 Penalty: 4034.113770
	Iteration 9Q: 3 clusters Score -363969.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -363989.625000 Penalty: 4034.113770
	Iteration 10Q: 3 clusters Score -363989.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -364008.718750 Penalty: 4034.113770
	Iteration 11Q: 3 clusters Score -364008.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -364026.968750 Penalty: 4034.113770
	Iteration 12Q: 3 clusters Score -364027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -364039.343750 Penalty: 4034.113770
	Iteration 13Q: 3 clusters Score -364039.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -364052.968750 Penalty: 4034.113770
	Iteration 14Q: 3 clusters Score -364053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -364064.562500 Penalty: 4034.113770
	Iteration 15Q: 3 clusters Score -364064.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364080.562500 Penalty: 4034.113770
	Iteration 16Q: 3 clusters Score -364080.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -364108.000000 Penalty: 4034.113770
	Iteration 17Q: 3 clusters Score -364108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364161.593750 Penalty: 4034.113770
	Iteration 18Q: 3 clusters Score -364161.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -364224.250000 Penalty: 4034.113770
	Iteration 19Q: 3 clusters Score -364224.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -364276.531250 Penalty: 4034.113770
	Iteration 20F: 3 clusters Score -364276.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -364324.843750 Penalty: 4034.113770
	Iteration 21Q: 3 clusters Score -364324.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -364355.625000 Penalty: 4034.113770
	Iteration 22Q: 3 clusters Score -364355.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -364381.750000 Penalty: 4034.113770
	Iteration 23Q: 3 clusters Score -364381.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364408.625000 Penalty: 4034.113770
	Iteration 24Q: 3 clusters Score -364408.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -364428.750000 Penalty: 4034.113770
	Iteration 25Q: 3 clusters Score -364428.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -364444.031250 Penalty: 4034.113770
	Iteration 26Q: 3 clusters Score -364444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -364455.250000 Penalty: 4034.113770
	Iteration 27Q: 3 clusters Score -364455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -364465.031250 Penalty: 4034.113770
	Iteration 28Q: 3 clusters Score -364465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -364471.875000 Penalty: 4034.113770
	Iteration 29Q: 3 clusters Score -364471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -364478.406250 Penalty: 4034.113770
	Iteration 30Q: 3 clusters Score -364478.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -364483.218750 Penalty: 4034.113770
	Iteration 31Q: 3 clusters Score -364483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -364488.031250 Penalty: 4034.113770
	Iteration 32Q: 3 clusters Score -364488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -364495.937500 Penalty: 4034.113770
	Iteration 33Q: 3 clusters Score -364495.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -364501.312500 Penalty: 4034.113770
	Iteration 34Q: 3 clusters Score -364501.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -364507.593750 Penalty: 4034.113770
	Iteration 35Q: 3 clusters Score -364507.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -364513.843750 Penalty: 4034.113770
	Iteration 36Q: 3 clusters Score -364513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -364519.406250 Penalty: 4034.113770
	Iteration 37Q: 3 clusters Score -364519.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -364527.437500 Penalty: 4034.113770
	Iteration 38Q: 3 clusters Score -364527.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -364533.406250 Penalty: 4034.113770
	Iteration 39Q: 3 clusters Score -364533.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -364538.593750 Penalty: 4034.113770
	Iteration 40F: 3 clusters Score -364538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -364542.500000 Penalty: 4034.113770
	Iteration 41Q: 3 clusters Score -364542.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -364546.125000 Penalty: 4034.113770
	Iteration 42Q: 3 clusters Score -364546.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -364550.437500 Penalty: 4034.113770
	Iteration 43Q: 3 clusters Score -364550.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -364556.937500 Penalty: 4034.113770
	Iteration 44Q: 3 clusters Score -364556.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -364565.281250 Penalty: 4034.113770
	Iteration 45Q: 3 clusters Score -364565.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -364576.093750 Penalty: 4034.113770
	Iteration 46Q: 3 clusters Score -364576.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -364585.093750 Penalty: 4034.113770
	Iteration 47Q: 3 clusters Score -364585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -364588.750000 Penalty: 4034.113770
	Iteration 48Q: 3 clusters Score -364588.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -364599.312500 Penalty: 4034.113770
	Iteration 49Q: 3 clusters Score -364599.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -364608.156250 Penalty: 4034.113770
	Iteration 50Q: 3 clusters Score -364608.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -364612.656250 Penalty: 4034.113770
	Iteration 51Q: 3 clusters Score -364612.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -364617.093750 Penalty: 4034.113770
	Iteration 52Q: 3 clusters Score -364617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -364619.500000 Penalty: 4034.113770
	Iteration 53Q: 3 clusters Score -364619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -364624.687500 Penalty: 4034.113770
	Iteration 54Q: 3 clusters Score -364624.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -364629.593750 Penalty: 4034.113770
	Iteration 55Q: 3 clusters Score -364629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -364633.875000 Penalty: 4034.113770
	Iteration 56Q: 3 clusters Score -364633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -364635.843750 Penalty: 4034.113770
	Iteration 57Q: 3 clusters Score -364635.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -364642.968750 Penalty: 4034.113770
	Iteration 58Q: 3 clusters Score -364643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -364646.656250 Penalty: 4034.113770
	Iteration 59Q: 3 clusters Score -364646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -364650.250000 Penalty: 4034.113770
	Iteration 60F: 3 clusters Score -364650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -364651.156250 Penalty: 4034.113770
	Iteration 61Q: 3 clusters Score -364651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -364653.406250 Penalty: 4034.113770
	Iteration 62Q: 3 clusters Score -364653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -364657.156250 Penalty: 4034.113770
	Iteration 63Q: 3 clusters Score -364657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -364659.218750 Penalty: 4034.113770
	Iteration 64Q: 3 clusters Score -364659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -364662.656250 Penalty: 4034.113770
	Iteration 65Q: 3 clusters Score -364662.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -364667.468750 Penalty: 4034.113770
	Iteration 66Q: 3 clusters Score -364667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -364671.000000 Penalty: 4034.113770
	Iteration 67Q: 3 clusters Score -364671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -364672.843750 Penalty: 4034.113770
	Iteration 68Q: 3 clusters Score -364672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -364673.156250 Penalty: 4034.113770
	Iteration 69Q: 3 clusters Score -364673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -364673.218750 Penalty: 4034.113770
	Iteration 70Q: 3 clusters Score -364673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -364673.218750 Penalty: 4034.113770
	Iteration 71Q: 3 clusters Score -364673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -364673.750000 Penalty: 4034.113770
	Iteration 72Q: 3 clusters Score -364673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -364674.843750 Penalty: 4034.113770
	Iteration 73Q: 3 clusters Score -364674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -364674.750000 Penalty: 4034.113770
	Iteration 74Q: 3 clusters Score -364674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -364674.750000 Penalty: 4034.113770
	Iteration 75F: 3 clusters Score -364674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -128777.585938 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -128777.6 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 581 members 
Entering Unmasked Estep 
Score: -126701.937500 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -126701.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127015.687500 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -127015.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127108.429688 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -127108.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127148.218750 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -127148.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127173.257812 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -127173.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127185.492188 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -127185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -127188.859375 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -127188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127195.109375 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -127195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127198.898438 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -127198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127203.445312 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -127203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127206.187500 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -127206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127208.710938 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -127208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -127210.648438 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -127210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127215.031250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -127215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127217.445312 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -127217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127220.171875 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -127220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127224.226562 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -127224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127225.968750 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -127226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127228.031250 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -127228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127229.125000 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -127229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127234.234375 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -127234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127238.570312 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -127238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127243.046875 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -127243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127247.015625 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -127247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127247.015625 Penalty: 3506.657715
	Iteration 24F: 3 clusters Score -127247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (238316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238316 members 
Entering Unmasked Estep 
Score: -26881592.000000 Penalty: 3070.575439
	Iteration 0F: 2 clusters Score -2.688159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118952 members 
Mstep: Class 2 contains 119364 members 
Entering Unmasked Estep 
Score: -26729704.000000 Penalty: 6141.150879
	Iteration 0F: 3 clusters Score -2.67297e+07 nChanged 115277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115991 members 
Mstep: Class 2 contains 122325 members 
Entering Unmasked Estep 
Score: -26797404.000000 Penalty: 6141.150879
	Iteration 1F: 3 clusters Score -2.67974e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114349 members 
Mstep: Class 2 contains 123967 members 
Entering Unmasked Estep 
Score: -26798490.000000 Penalty: 6141.150879
	Iteration 2Q: 3 clusters Score -2.679849e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -26800098.000000 Penalty: 6141.150879
	Iteration 3Q: 3 clusters Score -2.68001e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107792 members 
Mstep: Class 2 contains 130524 members 
Entering Unmasked Estep 
Score: -26802420.000000 Penalty: 6141.150879
	Iteration 4Q: 3 clusters Score -2.680242e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -26806010.000000 Penalty: 6141.150879
	Iteration 5Q: 3 clusters Score -2.680601e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 143820 members 
Entering Unmasked Estep 
Score: -26812190.000000 Penalty: 6141.150879
	Iteration 6Q: 3 clusters Score -2.681219e+07 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -26821568.000000 Penalty: 6141.150879
	Iteration 7F: 3 clusters Score -2.682157e+07 nChanged 14716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 163745 members 
Entering Unmasked Estep 
Score: -26833342.000000 Penalty: 6141.150879
	Iteration 8F: 3 clusters Score -2.683334e+07 nChanged 14595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 173158 members 
Entering Unmasked Estep 
Score: -26844396.000000 Penalty: 6141.150879
	Iteration 9F: 3 clusters Score -2.68444e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 179923 members 
Entering Unmasked Estep 
Score: -26852488.000000 Penalty: 6141.150879
	Iteration 10F: 3 clusters Score -2.685249e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 184626 members 
Entering Unmasked Estep 
Score: -26857606.000000 Penalty: 6141.150879
	Iteration 11Q: 3 clusters Score -2.685761e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 188355 members 
Entering Unmasked Estep 
Score: -26860826.000000 Penalty: 6141.150879
	Iteration 12Q: 3 clusters Score -2.686083e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 191756 members 
Entering Unmasked Estep 
Score: -26862612.000000 Penalty: 6141.150879
	Iteration 13Q: 3 clusters Score -2.686261e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 195076 members 
Entering Unmasked Estep 
Score: -26864000.000000 Penalty: 6141.150879
	Iteration 14Q: 3 clusters Score -2.6864e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 198468 members 
Entering Unmasked Estep 
Score: -26865430.000000 Penalty: 6141.150879
	Iteration 15Q: 3 clusters Score -2.686543e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 201803 members 
Entering Unmasked Estep 
Score: -26866856.000000 Penalty: 6141.150879
	Iteration 16Q: 3 clusters Score -2.686686e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 205070 members 
Entering Unmasked Estep 
Score: -26867990.000000 Penalty: 6141.150879
	Iteration 17Q: 3 clusters Score -2.686799e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 208234 members 
Entering Unmasked Estep 
Score: -26869382.000000 Penalty: 6141.150879
	Iteration 18Q: 3 clusters Score -2.686938e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 211421 members 
Entering Unmasked Estep 
Score: -26870698.000000 Penalty: 6141.150879
	Iteration 19Q: 3 clusters Score -2.68707e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 214585 members 
Entering Unmasked Estep 
Score: -26872052.000000 Penalty: 6141.150879
	Iteration 20F: 3 clusters Score -2.687205e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 217654 members 
Entering Unmasked Estep 
Score: -26873362.000000 Penalty: 6141.150879
	Iteration 21Q: 3 clusters Score -2.687336e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 220633 members 
Entering Unmasked Estep 
Score: -26874630.000000 Penalty: 6141.150879
	Iteration 22Q: 3 clusters Score -2.687463e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 223286 members 
Entering Unmasked Estep 
Score: -26875462.000000 Penalty: 6141.150879
	Iteration 23Q: 3 clusters Score -2.687546e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 225662 members 
Entering Unmasked Estep 
Score: -26876112.000000 Penalty: 6141.150879
	Iteration 24Q: 3 clusters Score -2.687611e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 227775 members 
Entering Unmasked Estep 
Score: -26876604.000000 Penalty: 6141.150879
	Iteration 25Q: 3 clusters Score -2.68766e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 229544 members 
Entering Unmasked Estep 
Score: -26877172.000000 Penalty: 6141.150879
	Iteration 26Q: 3 clusters Score -2.687717e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 230993 members 
Entering Unmasked Estep 
Score: -26877536.000000 Penalty: 6141.150879
	Iteration 27Q: 3 clusters Score -2.687754e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 232156 members 
Entering Unmasked Estep 
Score: -26877820.000000 Penalty: 6141.150879
	Iteration 28Q: 3 clusters Score -2.687782e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 233103 members 
Entering Unmasked Estep 
Score: -26877940.000000 Penalty: 6141.150879
	Iteration 29Q: 3 clusters Score -2.687794e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 233853 members 
Entering Unmasked Estep 
Score: -26878086.000000 Penalty: 6141.150879
	Iteration 30Q: 3 clusters Score -2.687809e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 234500 members 
Entering Unmasked Estep 
Score: -26878234.000000 Penalty: 6141.150879
	Iteration 31Q: 3 clusters Score -2.687823e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 235019 members 
Entering Unmasked Estep 
Score: -26878374.000000 Penalty: 6141.150879
	Iteration 32Q: 3 clusters Score -2.687837e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 235448 members 
Entering Unmasked Estep 
Score: -26878434.000000 Penalty: 6141.150879
	Iteration 33Q: 3 clusters Score -2.687843e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 235799 members 
Entering Unmasked Estep 
Score: -26878612.000000 Penalty: 6141.150879
	Iteration 34Q: 3 clusters Score -2.687861e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 236071 members 
Entering Unmasked Estep 
Score: -26878728.000000 Penalty: 6141.150879
	Iteration 35Q: 3 clusters Score -2.687873e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 236271 members 
Entering Unmasked Estep 
Score: -26878760.000000 Penalty: 6141.150879
	Iteration 36Q: 3 clusters Score -2.687876e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 236434 members 
Entering Unmasked Estep 
Score: -26878794.000000 Penalty: 6141.150879
	Iteration 37Q: 3 clusters Score -2.687879e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 236562 members 
Entering Unmasked Estep 
Score: -26878844.000000 Penalty: 6141.150879
	Iteration 38Q: 3 clusters Score -2.687884e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 236652 members 
Entering Unmasked Estep 
Score: -26878890.000000 Penalty: 6141.150879
	Iteration 39Q: 3 clusters Score -2.687889e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 236725 members 
Entering Unmasked Estep 
Score: -26878932.000000 Penalty: 6141.150879
	Iteration 40F: 3 clusters Score -2.687893e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 236795 members 
Entering Unmasked Estep 
Score: -26878994.000000 Penalty: 6141.150879
	Iteration 41Q: 3 clusters Score -2.687899e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 236853 members 
Entering Unmasked Estep 
Score: -26879004.000000 Penalty: 6141.150879
	Iteration 42Q: 3 clusters Score -2.6879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 236897 members 
Entering Unmasked Estep 
Score: -26879024.000000 Penalty: 6141.150879
	Iteration 43Q: 3 clusters Score -2.687902e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 236934 members 
Entering Unmasked Estep 
Score: -26879034.000000 Penalty: 6141.150879
	Iteration 44Q: 3 clusters Score -2.687903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 236972 members 
Entering Unmasked Estep 
Score: -26879054.000000 Penalty: 6141.150879
	Iteration 45Q: 3 clusters Score -2.687905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 237010 members 
Entering Unmasked Estep 
Score: -26879092.000000 Penalty: 6141.150879
	Iteration 46Q: 3 clusters Score -2.687909e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 237043 members 
Entering Unmasked Estep 
Score: -26879142.000000 Penalty: 6141.150879
	Iteration 47Q: 3 clusters Score -2.687914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 237063 members 
Entering Unmasked Estep 
Score: -26879152.000000 Penalty: 6141.150879
	Iteration 48Q: 3 clusters Score -2.687915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 237078 members 
Entering Unmasked Estep 
Score: -26879182.000000 Penalty: 6141.150879
	Iteration 49Q: 3 clusters Score -2.687918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 237096 members 
Entering Unmasked Estep 
Score: -26879202.000000 Penalty: 6141.150879
	Iteration 50Q: 3 clusters Score -2.68792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 237105 members 
Entering Unmasked Estep 
Score: -26879192.000000 Penalty: 6141.150879
	Iteration 51Q: 3 clusters Score -2.687919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 237115 members 
Entering Unmasked Estep 
Score: -26879198.000000 Penalty: 6141.150879
	Iteration 52Q: 3 clusters Score -2.68792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 237135 members 
Entering Unmasked Estep 
Score: -26879200.000000 Penalty: 6141.150879
	Iteration 53Q: 3 clusters Score -2.68792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 237155 members 
Entering Unmasked Estep 
Score: -26879196.000000 Penalty: 6141.150879
	Iteration 54Q: 3 clusters Score -2.68792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 237176 members 
Entering Unmasked Estep 
Score: -26879214.000000 Penalty: 6141.150879
	Iteration 55Q: 3 clusters Score -2.687921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 237195 members 
Entering Unmasked Estep 
Score: -26879226.000000 Penalty: 6141.150879
	Iteration 56Q: 3 clusters Score -2.687923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 237204 members 
Entering Unmasked Estep 
Score: -26879238.000000 Penalty: 6141.150879
	Iteration 57Q: 3 clusters Score -2.687924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 237219 members 
Entering Unmasked Estep 
Score: -26879244.000000 Penalty: 6141.150879
	Iteration 58Q: 3 clusters Score -2.687924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 237229 members 
Entering Unmasked Estep 
Score: -26879254.000000 Penalty: 6141.150879
	Iteration 59Q: 3 clusters Score -2.687925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 237244 members 
Entering Unmasked Estep 
Score: -26879266.000000 Penalty: 6141.150879
	Iteration 60F: 3 clusters Score -2.687927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 237259 members 
Entering Unmasked Estep 
Score: -26879286.000000 Penalty: 6141.150879
	Iteration 61Q: 3 clusters Score -2.687929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 237272 members 
Entering Unmasked Estep 
Score: -26879272.000000 Penalty: 6141.150879
	Iteration 62Q: 3 clusters Score -2.687927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 237279 members 
Entering Unmasked Estep 
Score: -26879274.000000 Penalty: 6141.150879
	Iteration 63Q: 3 clusters Score -2.687927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 237282 members 
Entering Unmasked Estep 
Score: -26879290.000000 Penalty: 6141.150879
	Iteration 64Q: 3 clusters Score -2.687929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 237285 members 
Entering Unmasked Estep 
Score: -26879300.000000 Penalty: 6141.150879
	Iteration 65Q: 3 clusters Score -2.68793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 237290 members 
Entering Unmasked Estep 
Score: -26879284.000000 Penalty: 6141.150879
	Iteration 66Q: 3 clusters Score -2.687928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 237291 members 
Entering Unmasked Estep 
Score: -26879276.000000 Penalty: 6141.150879
	Iteration 67Q: 3 clusters Score -2.687928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 237292 members 
Entering Unmasked Estep 
Score: -26879274.000000 Penalty: 6141.150879
	Iteration 68Q: 3 clusters Score -2.687927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 237294 members 
Entering Unmasked Estep 
Score: -26879280.000000 Penalty: 6141.150879
	Iteration 69Q: 3 clusters Score -2.687928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 237295 members 
Entering Unmasked Estep 
Score: -26879274.000000 Penalty: 6141.150879
	Iteration 70Q: 3 clusters Score -2.687927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 237296 members 
Entering Unmasked Estep 
Score: -26879286.000000 Penalty: 6141.150879
	Iteration 71Q: 3 clusters Score -2.687929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 237298 members 
Entering Unmasked Estep 
Score: -26879286.000000 Penalty: 6141.150879
	Iteration 72Q: 3 clusters Score -2.687929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 237298 members 
Entering Unmasked Estep 
Score: -26879284.000000 Penalty: 6141.150879
	Iteration 73Q: 3 clusters Score -2.687928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 237300 members 
Entering Unmasked Estep 
Score: -26879288.000000 Penalty: 6141.150879
	Iteration 74Q: 3 clusters Score -2.687929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 237301 members 
Entering Unmasked Estep 
Score: -26879292.000000 Penalty: 6141.150879
	Iteration 75Q: 3 clusters Score -2.687929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 237301 members 
Entering Unmasked Estep 
Score: -26879292.000000 Penalty: 6141.150879
	Iteration 76F: 3 clusters Score -2.687929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -78268.265625 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -78268.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76516.484375 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -76516.48 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76739.132812 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -76739.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76818.718750 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -76818.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76866.296875 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -76866.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76904.132812 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -76904.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76917.515625 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -76917.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76922.984375 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -76922.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76925.132812 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -76925.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76925.132812 Penalty: 3258.462646
	Iteration 8F: 3 clusters Score -76925.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Entering Unmasked Estep 
Score: -923364.187500 Penalty: 2225.611084
	Iteration 0F: 2 clusters Score -923364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -917009.375000 Penalty: 4451.222168
	Iteration 0F: 3 clusters Score -917009.4 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -918713.875000 Penalty: 4451.222168
	Iteration 1F: 3 clusters Score -918713.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -918952.312500 Penalty: 4451.222168
	Iteration 2F: 3 clusters Score -918952.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -919090.812500 Penalty: 4451.222168
	Iteration 3Q: 3 clusters Score -919090.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -919195.875000 Penalty: 4451.222168
	Iteration 4Q: 3 clusters Score -919195.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -919280.812500 Penalty: 4451.222168
	Iteration 5Q: 3 clusters Score -919280.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -919355.062500 Penalty: 4451.222168
	Iteration 6Q: 3 clusters Score -919355.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -919408.375000 Penalty: 4451.222168
	Iteration 7Q: 3 clusters Score -919408.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -919468.000000 Penalty: 4451.222168
	Iteration 8Q: 3 clusters Score -919468 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -919515.312500 Penalty: 4451.222168
	Iteration 9Q: 3 clusters Score -919515.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -919564.812500 Penalty: 4451.222168
	Iteration 10Q: 3 clusters Score -919564.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -919613.375000 Penalty: 4451.222168
	Iteration 11Q: 3 clusters Score -919613.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -919673.000000 Penalty: 4451.222168
	Iteration 12Q: 3 clusters Score -919673 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -919741.062500 Penalty: 4451.222168
	Iteration 13Q: 3 clusters Score -919741.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -919813.937500 Penalty: 4451.222168
	Iteration 14Q: 3 clusters Score -919813.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -919889.687500 Penalty: 4451.222168
	Iteration 15Q: 3 clusters Score -919889.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -919987.000000 Penalty: 4451.222168
	Iteration 16Q: 3 clusters Score -919987 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -920105.000000 Penalty: 4451.222168
	Iteration 17Q: 3 clusters Score -920105 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -920242.625000 Penalty: 4451.222168
	Iteration 18Q: 3 clusters Score -920242.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -920393.250000 Penalty: 4451.222168
	Iteration 19Q: 3 clusters Score -920393.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -920557.062500 Penalty: 4451.222168
	Iteration 20F: 3 clusters Score -920557.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -920718.000000 Penalty: 4451.222168
	Iteration 21Q: 3 clusters Score -920718 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -920864.250000 Penalty: 4451.222168
	Iteration 22Q: 3 clusters Score -920864.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -920996.875000 Penalty: 4451.222168
	Iteration 23Q: 3 clusters Score -920996.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -921111.500000 Penalty: 4451.222168
	Iteration 24Q: 3 clusters Score -921111.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -921192.375000 Penalty: 4451.222168
	Iteration 25Q: 3 clusters Score -921192.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -921246.875000 Penalty: 4451.222168
	Iteration 26Q: 3 clusters Score -921246.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -921279.625000 Penalty: 4451.222168
	Iteration 27Q: 3 clusters Score -921279.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -921303.687500 Penalty: 4451.222168
	Iteration 28Q: 3 clusters Score -921303.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -921317.375000 Penalty: 4451.222168
	Iteration 29Q: 3 clusters Score -921317.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -921337.625000 Penalty: 4451.222168
	Iteration 30Q: 3 clusters Score -921337.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -921350.312500 Penalty: 4451.222168
	Iteration 31Q: 3 clusters Score -921350.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -921369.187500 Penalty: 4451.222168
	Iteration 32Q: 3 clusters Score -921369.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -921379.687500 Penalty: 4451.222168
	Iteration 33Q: 3 clusters Score -921379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -921379.812500 Penalty: 4451.222168
	Iteration 34Q: 3 clusters Score -921379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -921384.750000 Penalty: 4451.222168
	Iteration 35Q: 3 clusters Score -921384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -921388.875000 Penalty: 4451.222168
	Iteration 36Q: 3 clusters Score -921388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -921391.812500 Penalty: 4451.222168
	Iteration 37Q: 3 clusters Score -921391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -921397.437500 Penalty: 4451.222168
	Iteration 38Q: 3 clusters Score -921397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -921404.562500 Penalty: 4451.222168
	Iteration 39Q: 3 clusters Score -921404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -921411.562500 Penalty: 4451.222168
	Iteration 40F: 3 clusters Score -921411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -921416.437500 Penalty: 4451.222168
	Iteration 41Q: 3 clusters Score -921416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -921418.312500 Penalty: 4451.222168
	Iteration 42Q: 3 clusters Score -921418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -921419.187500 Penalty: 4451.222168
	Iteration 43Q: 3 clusters Score -921419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -921419.187500 Penalty: 4451.222168
	Iteration 44F: 3 clusters Score -921419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24269.941406 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24269.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24324.427734 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24324.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24330.953125 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24330.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24338.189453 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -24338.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24338.189453 Penalty: 2740.624756
	Iteration 4F: 3 clusters Score -24338.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Entering Unmasked Estep 
Score: -4371553.000000 Penalty: 2620.194092
	Iteration 0F: 2 clusters Score -4371553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4345431.000000 Penalty: 5240.388184
	Iteration 0F: 3 clusters Score -4345431 nChanged 17673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4355205.500000 Penalty: 5240.388184
	Iteration 1F: 3 clusters Score -4355206 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4356062.000000 Penalty: 5240.388184
	Iteration 2Q: 3 clusters Score -4356062 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4357270.000000 Penalty: 5240.388184
	Iteration 3F: 3 clusters Score -4357270 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4358931.000000 Penalty: 5240.388184
	Iteration 4F: 3 clusters Score -4358931 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4360968.500000 Penalty: 5240.388184
	Iteration 5F: 3 clusters Score -4360968 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4363300.500000 Penalty: 5240.388184
	Iteration 6F: 3 clusters Score -4363300 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -4365835.000000 Penalty: 5240.388184
	Iteration 7F: 3 clusters Score -4365835 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4367920.500000 Penalty: 5240.388184
	Iteration 8F: 3 clusters Score -4367920 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4368962.500000 Penalty: 5240.388184
	Iteration 9Q: 3 clusters Score -4368962 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4369281.500000 Penalty: 5240.388184
	Iteration 10Q: 3 clusters Score -4369282 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4369417.000000 Penalty: 5240.388184
	Iteration 11Q: 3 clusters Score -4369417 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4369494.500000 Penalty: 5240.388184
	Iteration 12Q: 3 clusters Score -4369494 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4369550.500000 Penalty: 5240.388184
	Iteration 13Q: 3 clusters Score -4369550 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4369622.000000 Penalty: 5240.388184
	Iteration 14Q: 3 clusters Score -4369622 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4369663.000000 Penalty: 5240.388184
	Iteration 15Q: 3 clusters Score -4369663 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4369715.500000 Penalty: 5240.388184
	Iteration 16Q: 3 clusters Score -4369716 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -4369745.000000 Penalty: 5240.388184
	Iteration 17Q: 3 clusters Score -4369745 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4369789.000000 Penalty: 5240.388184
	Iteration 18Q: 3 clusters Score -4369789 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4369824.500000 Penalty: 5240.388184
	Iteration 19Q: 3 clusters Score -4369824 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4369861.000000 Penalty: 5240.388184
	Iteration 20F: 3 clusters Score -4369861 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4369908.500000 Penalty: 5240.388184
	Iteration 21Q: 3 clusters Score -4369908 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4369950.000000 Penalty: 5240.388184
	Iteration 22Q: 3 clusters Score -4369950 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4369991.500000 Penalty: 5240.388184
	Iteration 23Q: 3 clusters Score -4369992 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4370031.000000 Penalty: 5240.388184
	Iteration 24Q: 3 clusters Score -4370031 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4370063.500000 Penalty: 5240.388184
	Iteration 25Q: 3 clusters Score -4370064 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4370090.000000 Penalty: 5240.388184
	Iteration 26Q: 3 clusters Score -4370090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4370128.000000 Penalty: 5240.388184
	Iteration 27Q: 3 clusters Score -4370128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4370148.000000 Penalty: 5240.388184
	Iteration 28Q: 3 clusters Score -4370148 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4370175.000000 Penalty: 5240.388184
	Iteration 29Q: 3 clusters Score -4370175 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4370192.500000 Penalty: 5240.388184
	Iteration 30Q: 3 clusters Score -4370192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4370206.000000 Penalty: 5240.388184
	Iteration 31Q: 3 clusters Score -4370206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4370226.500000 Penalty: 5240.388184
	Iteration 32Q: 3 clusters Score -4370226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4370244.500000 Penalty: 5240.388184
	Iteration 33Q: 3 clusters Score -4370244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4370255.000000 Penalty: 5240.388184
	Iteration 34Q: 3 clusters Score -4370255 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4370283.000000 Penalty: 5240.388184
	Iteration 35Q: 3 clusters Score -4370283 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4370313.000000 Penalty: 5240.388184
	Iteration 36Q: 3 clusters Score -4370313 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -4370331.000000 Penalty: 5240.388184
	Iteration 37Q: 3 clusters Score -4370331 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4370346.500000 Penalty: 5240.388184
	Iteration 38Q: 3 clusters Score -4370346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -4370348.000000 Penalty: 5240.388184
	Iteration 39Q: 3 clusters Score -4370348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4370356.000000 Penalty: 5240.388184
	Iteration 40F: 3 clusters Score -4370356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4370357.000000 Penalty: 5240.388184
	Iteration 41Q: 3 clusters Score -4370357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -4370361.000000 Penalty: 5240.388184
	Iteration 42Q: 3 clusters Score -4370361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4370362.500000 Penalty: 5240.388184
	Iteration 43Q: 3 clusters Score -4370362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4370375.500000 Penalty: 5240.388184
	Iteration 44Q: 3 clusters Score -4370376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4370384.000000 Penalty: 5240.388184
	Iteration 45Q: 3 clusters Score -4370384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4370381.500000 Penalty: 5240.388184
	Iteration 46Q: 3 clusters Score -4370382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4370396.000000 Penalty: 5240.388184
	Iteration 47Q: 3 clusters Score -4370396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4370395.000000 Penalty: 5240.388184
	Iteration 48Q: 3 clusters Score -4370395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4370398.500000 Penalty: 5240.388184
	Iteration 49Q: 3 clusters Score -4370398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4370402.000000 Penalty: 5240.388184
	Iteration 50Q: 3 clusters Score -4370402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4370405.500000 Penalty: 5240.388184
	Iteration 51Q: 3 clusters Score -4370406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4370404.000000 Penalty: 5240.388184
	Iteration 52Q: 3 clusters Score -4370404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4370406.500000 Penalty: 5240.388184
	Iteration 53Q: 3 clusters Score -4370406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4370420.000000 Penalty: 5240.388184
	Iteration 54Q: 3 clusters Score -4370420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4370430.500000 Penalty: 5240.388184
	Iteration 55Q: 3 clusters Score -4370430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4370430.500000 Penalty: 5240.388184
	Iteration 56Q: 3 clusters Score -4370430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4370443.500000 Penalty: 5240.388184
	Iteration 57Q: 3 clusters Score -4370444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4370439.000000 Penalty: 5240.388184
	Iteration 58Q: 3 clusters Score -4370439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4370443.000000 Penalty: 5240.388184
	Iteration 59Q: 3 clusters Score -4370443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4370455.000000 Penalty: 5240.388184
	Iteration 60F: 3 clusters Score -4370455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4370463.000000 Penalty: 5240.388184
	Iteration 61Q: 3 clusters Score -4370463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4370457.000000 Penalty: 5240.388184
	Iteration 62Q: 3 clusters Score -4370457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4370471.000000 Penalty: 5240.388184
	Iteration 63Q: 3 clusters Score -4370471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4370482.000000 Penalty: 5240.388184
	Iteration 64Q: 3 clusters Score -4370482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4370490.500000 Penalty: 5240.388184
	Iteration 65Q: 3 clusters Score -4370490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4370498.000000 Penalty: 5240.388184
	Iteration 66Q: 3 clusters Score -4370498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4370503.000000 Penalty: 5240.388184
	Iteration 67Q: 3 clusters Score -4370503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4370505.000000 Penalty: 5240.388184
	Iteration 68Q: 3 clusters Score -4370505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4370510.500000 Penalty: 5240.388184
	Iteration 69Q: 3 clusters Score -4370510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4370507.500000 Penalty: 5240.388184
	Iteration 70Q: 3 clusters Score -4370508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4370517.000000 Penalty: 5240.388184
	Iteration 71Q: 3 clusters Score -4370517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4370526.000000 Penalty: 5240.388184
	Iteration 72Q: 3 clusters Score -4370526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4370526.000000 Penalty: 5240.388184
	Iteration 73Q: 3 clusters Score -4370526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4370529.000000 Penalty: 5240.388184
	Iteration 74Q: 3 clusters Score -4370529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4370529.000000 Penalty: 5240.388184
	Iteration 75Q: 3 clusters Score -4370529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4370527.500000 Penalty: 5240.388184
	Iteration 76Q: 3 clusters Score -4370528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4370536.500000 Penalty: 5240.388184
	Iteration 77Q: 3 clusters Score -4370536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4370539.000000 Penalty: 5240.388184
	Iteration 78Q: 3 clusters Score -4370539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4370540.500000 Penalty: 5240.388184
	Iteration 79Q: 3 clusters Score -4370540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4370539.000000 Penalty: 5240.388184
	Iteration 80F: 3 clusters Score -4370539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4370543.000000 Penalty: 5240.388184
	Iteration 81Q: 3 clusters Score -4370543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4370547.000000 Penalty: 5240.388184
	Iteration 82Q: 3 clusters Score -4370547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4370544.000000 Penalty: 5240.388184
	Iteration 83Q: 3 clusters Score -4370544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4370544.500000 Penalty: 5240.388184
	Iteration 84Q: 3 clusters Score -4370544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4370544.500000 Penalty: 5240.388184
	Iteration 85F: 3 clusters Score -4370544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -67055.656250 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -67055.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65412.164062 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -65412.16 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65739.218750 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -65739.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65880.851562 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -65880.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65984.742188 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -65984.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66158.851562 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -66158.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66198.812500 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -66198.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66217.921875 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -66217.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66239.257812 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -66239.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66273.078125 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -66273.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66309.421875 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -66309.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66357.359375 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -66357.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66431.945312 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -66431.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66488.898438 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -66488.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66585.453125 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -66585.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66729.359375 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -66729.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66888.843750 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -66888.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67082.796875 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -67082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67209.203125 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -67209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67280.843750 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -67280.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67331.296875 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -67331.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67411.039062 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -67411.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67503.414062 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -67503.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67515.445312 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -67515.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67531.101562 Penalty: 3254.972412
	Iteration 23Q: 3 clusters Score -67531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67544.164062 Penalty: 3254.972412
	Iteration 24Q: 3 clusters Score -67544.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67551.562500 Penalty: 3254.972412
	Iteration 25Q: 3 clusters Score -67551.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67552.843750 Penalty: 3254.972412
	Iteration 26F: 3 clusters Score -67552.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67562.984375 Penalty: 3254.972412
	Iteration 27Q: 3 clusters Score -67562.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67562.984375 Penalty: 3254.972412
	Iteration 28F: 3 clusters Score -67562.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232972 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 43258 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 34225 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 105922 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238316 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38766 members 
Mstep: Class 21 contains 436 members 
Mstep: Class 22 contains 37539 members 
Mstep: Class 23 contains 8158 members 
Entering Unmasked Estep 
Score: -88580328.000000 Penalty: 74174.375000
Splitting cluster 21 changes total score from -88581096.000000 to -88580328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (37539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Entering Unmasked Estep 
Score: -4267081.000000 Penalty: 2612.217529
	Iteration 0F: 2 clusters Score -4267081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -4241614.000000 Penalty: 5224.435059
	Iteration 0F: 3 clusters Score -4241614 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4250918.000000 Penalty: 5224.435059
	Iteration 1F: 3 clusters Score -4250918 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4251471.500000 Penalty: 5224.435059
	Iteration 2Q: 3 clusters Score -4251472 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4252079.000000 Penalty: 5224.435059
	Iteration 3Q: 3 clusters Score -4252079 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4252846.500000 Penalty: 5224.435059
	Iteration 4Q: 3 clusters Score -4252846 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4253946.000000 Penalty: 5224.435059
	Iteration 5Q: 3 clusters Score -4253946 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4255496.000000 Penalty: 5224.435059
	Iteration 6F: 3 clusters Score -4255496 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4257459.000000 Penalty: 5224.435059
	Iteration 7F: 3 clusters Score -4257459 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4259531.500000 Penalty: 5224.435059
	Iteration 8F: 3 clusters Score -4259532 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4261413.500000 Penalty: 5224.435059
	Iteration 9F: 3 clusters Score -4261414 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4262702.000000 Penalty: 5224.435059
	Iteration 10Q: 3 clusters Score -4262702 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4263517.000000 Penalty: 5224.435059
	Iteration 11Q: 3 clusters Score -4263517 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4264041.000000 Penalty: 5224.435059
	Iteration 12Q: 3 clusters Score -4264041 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4264318.500000 Penalty: 5224.435059
	Iteration 13Q: 3 clusters Score -4264318 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4264498.000000 Penalty: 5224.435059
	Iteration 14Q: 3 clusters Score -4264498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4264587.000000 Penalty: 5224.435059
	Iteration 15Q: 3 clusters Score -4264587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4264657.500000 Penalty: 5224.435059
	Iteration 16Q: 3 clusters Score -4264658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4264712.000000 Penalty: 5224.435059
	Iteration 17Q: 3 clusters Score -4264712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4264747.000000 Penalty: 5224.435059
	Iteration 18Q: 3 clusters Score -4264747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4264780.500000 Penalty: 5224.435059
	Iteration 19Q: 3 clusters Score -4264780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4264798.000000 Penalty: 5224.435059
	Iteration 20F: 3 clusters Score -4264798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4264814.000000 Penalty: 5224.435059
	Iteration 21Q: 3 clusters Score -4264814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4264822.500000 Penalty: 5224.435059
	Iteration 22Q: 3 clusters Score -4264822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4264830.500000 Penalty: 5224.435059
	Iteration 23Q: 3 clusters Score -4264830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4264840.000000 Penalty: 5224.435059
	Iteration 24Q: 3 clusters Score -4264840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4264846.000000 Penalty: 5224.435059
	Iteration 25Q: 3 clusters Score -4264846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4264854.000000 Penalty: 5224.435059
	Iteration 26Q: 3 clusters Score -4264854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4264859.000000 Penalty: 5224.435059
	Iteration 27Q: 3 clusters Score -4264859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4264870.000000 Penalty: 5224.435059
	Iteration 28Q: 3 clusters Score -4264870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4264868.000000 Penalty: 5224.435059
	Iteration 29Q: 3 clusters Score -4264868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4264878.500000 Penalty: 5224.435059
	Iteration 30Q: 3 clusters Score -4264878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4264884.000000 Penalty: 5224.435059
	Iteration 31Q: 3 clusters Score -4264884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4264886.000000 Penalty: 5224.435059
	Iteration 32Q: 3 clusters Score -4264886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4264884.000000 Penalty: 5224.435059
	Iteration 33Q: 3 clusters Score -4264884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4264885.500000 Penalty: 5224.435059
	Iteration 34Q: 3 clusters Score -4264886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4264890.000000 Penalty: 5224.435059
	Iteration 35Q: 3 clusters Score -4264890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4264891.000000 Penalty: 5224.435059
	Iteration 36Q: 3 clusters Score -4264891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4264891.000000 Penalty: 5224.435059
	Iteration 37Q: 3 clusters Score -4264891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4264891.000000 Penalty: 5224.435059
	Iteration 38F: 3 clusters Score -4264891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Entering Unmasked Estep 
Score: -930688.000000 Penalty: 2233.675049
	Iteration 0F: 2 clusters Score -930688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -924231.625000 Penalty: 4467.350098
	Iteration 0F: 3 clusters Score -924231.6 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -925922.125000 Penalty: 4467.350098
	Iteration 1F: 3 clusters Score -925922.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -926176.875000 Penalty: 4467.350098
	Iteration 2F: 3 clusters Score -926176.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -926341.750000 Penalty: 4467.350098
	Iteration 3Q: 3 clusters Score -926341.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -926494.250000 Penalty: 4467.350098
	Iteration 4Q: 3 clusters Score -926494.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -926633.312500 Penalty: 4467.350098
	Iteration 5Q: 3 clusters Score -926633.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -926762.562500 Penalty: 4467.350098
	Iteration 6Q: 3 clusters Score -926762.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -926916.187500 Penalty: 4467.350098
	Iteration 7Q: 3 clusters Score -926916.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -927079.687500 Penalty: 4467.350098
	Iteration 8Q: 3 clusters Score -927079.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -927294.000000 Penalty: 4467.350098
	Iteration 9Q: 3 clusters Score -927294 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -927526.750000 Penalty: 4467.350098
	Iteration 10Q: 3 clusters Score -927526.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -927721.187500 Penalty: 4467.350098
	Iteration 11Q: 3 clusters Score -927721.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -927897.500000 Penalty: 4467.350098
	Iteration 12Q: 3 clusters Score -927897.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -928082.000000 Penalty: 4467.350098
	Iteration 13Q: 3 clusters Score -928082 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -928235.375000 Penalty: 4467.350098
	Iteration 14Q: 3 clusters Score -928235.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -928364.062500 Penalty: 4467.350098
	Iteration 15Q: 3 clusters Score -928364.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -928472.312500 Penalty: 4467.350098
	Iteration 16Q: 3 clusters Score -928472.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -928546.687500 Penalty: 4467.350098
	Iteration 17Q: 3 clusters Score -928546.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -928602.875000 Penalty: 4467.350098
	Iteration 18Q: 3 clusters Score -928602.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -928655.250000 Penalty: 4467.350098
	Iteration 19Q: 3 clusters Score -928655.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -928693.000000 Penalty: 4467.350098
	Iteration 20F: 3 clusters Score -928693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -928715.875000 Penalty: 4467.350098
	Iteration 21Q: 3 clusters Score -928715.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -928736.625000 Penalty: 4467.350098
	Iteration 22Q: 3 clusters Score -928736.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -928747.312500 Penalty: 4467.350098
	Iteration 23Q: 3 clusters Score -928747.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -928759.375000 Penalty: 4467.350098
	Iteration 24Q: 3 clusters Score -928759.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -928775.125000 Penalty: 4467.350098
	Iteration 25Q: 3 clusters Score -928775.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -928791.812500 Penalty: 4467.350098
	Iteration 26Q: 3 clusters Score -928791.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -928800.937500 Penalty: 4467.350098
	Iteration 27Q: 3 clusters Score -928800.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -928804.875000 Penalty: 4467.350098
	Iteration 28Q: 3 clusters Score -928804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -928809.875000 Penalty: 4467.350098
	Iteration 29Q: 3 clusters Score -928809.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -928818.312500 Penalty: 4467.350098
	Iteration 30Q: 3 clusters Score -928818.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -928822.625000 Penalty: 4467.350098
	Iteration 31Q: 3 clusters Score -928822.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -928824.875000 Penalty: 4467.350098
	Iteration 32Q: 3 clusters Score -928824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -928829.000000 Penalty: 4467.350098
	Iteration 33Q: 3 clusters Score -928829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -928831.500000 Penalty: 4467.350098
	Iteration 34Q: 3 clusters Score -928831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -928831.750000 Penalty: 4467.350098
	Iteration 35Q: 3 clusters Score -928831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -928833.000000 Penalty: 4467.350098
	Iteration 36Q: 3 clusters Score -928833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -928833.437500 Penalty: 4467.350098
	Iteration 37Q: 3 clusters Score -928833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -928834.625000 Penalty: 4467.350098
	Iteration 38Q: 3 clusters Score -928834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -928836.312500 Penalty: 4467.350098
	Iteration 39Q: 3 clusters Score -928836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -928836.125000 Penalty: 4467.350098
	Iteration 40F: 3 clusters Score -928836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -928839.750000 Penalty: 4467.350098
	Iteration 41Q: 3 clusters Score -928839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -928838.875000 Penalty: 4467.350098
	Iteration 42Q: 3 clusters Score -928838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -928838.812500 Penalty: 4467.350098
	Iteration 43Q: 3 clusters Score -928838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -928838.812500 Penalty: 4467.350098
	Iteration 44F: 3 clusters Score -928838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232972 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 43258 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 34225 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 105922 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238316 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38766 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 37539 members 
Mstep: Class 23 contains 8158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581600.000000 Penalty: 70802.812500
Iteration 79Q: 22 clusters Score -8.85816e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232930 members 
Mstep: Class 2 contains 19128 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 4 contains 43247 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 105865 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238436 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7905 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 8158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581864.000000 Penalty: 70802.812500
Iteration 80F: 22 clusters Score -8.858186e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232892 members 
Mstep: Class 2 contains 19137 members 
Mstep: Class 3 contains 8284 members 
Mstep: Class 4 contains 43218 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 34342 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 105795 members 
Mstep: Class 12 contains 3410 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238520 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7918 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38729 members 
Mstep: Class 21 contains 748 members 
Mstep: Class 22 contains 37464 members 
Mstep: Class 23 contains 8167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581776.000000 Penalty: 70802.812500
Iteration 81Q: 22 clusters Score -8.858178e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232834 members 
Mstep: Class 2 contains 19137 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 43209 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 34411 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 105751 members 
Mstep: Class 12 contains 3411 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238573 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7926 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38709 members 
Mstep: Class 21 contains 793 members 
Mstep: Class 22 contains 37443 members 
Mstep: Class 23 contains 8174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581736.000000 Penalty: 70802.812500
Iteration 82Q: 22 clusters Score -8.858174e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232791 members 
Mstep: Class 2 contains 19138 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 43215 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 34506 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 105712 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238597 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7937 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38694 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 37412 members 
Mstep: Class 23 contains 8162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582000.000000 Penalty: 70802.812500
Iteration 83Q: 22 clusters Score -8.8582e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232764 members 
Mstep: Class 2 contains 19138 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 43222 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 34592 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10334 members 
Mstep: Class 11 contains 105714 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238573 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7949 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38670 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 37389 members 
Mstep: Class 23 contains 8159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582024.000000 Penalty: 70802.812500
Iteration 84Q: 22 clusters Score -8.858202e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232723 members 
Mstep: Class 2 contains 19147 members 
Mstep: Class 3 contains 8304 members 
Mstep: Class 4 contains 43222 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 34677 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 105697 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 238614 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38639 members 
Mstep: Class 21 contains 857 members 
Mstep: Class 22 contains 37344 members 
Mstep: Class 23 contains 8155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582272.000000 Penalty: 70802.812500
Iteration 85Q: 22 clusters Score -8.858227e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232633 members 
Mstep: Class 2 contains 19155 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 43235 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 34785 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 105695 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 238640 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 7991 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38601 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 8150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582072.000000 Penalty: 70802.812500
Iteration 86Q: 22 clusters Score -8.858207e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232525 members 
Mstep: Class 2 contains 19167 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 43245 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 34878 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 105682 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 238687 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8018 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38573 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 37292 members 
Mstep: Class 23 contains 8150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582288.000000 Penalty: 70802.812500
Iteration 87Q: 22 clusters Score -8.858229e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232449 members 
Mstep: Class 2 contains 19172 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 43244 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 34950 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 105663 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 238739 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8045 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 37266 members 
Mstep: Class 23 contains 8150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582256.000000 Penalty: 70802.812500
Iteration 88Q: 22 clusters Score -8.858226e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232388 members 
Mstep: Class 2 contains 19174 members 
Mstep: Class 3 contains 8301 members 
Mstep: Class 4 contains 43236 members 
Mstep: Class 5 contains 6212 members 
Mstep: Class 6 contains 35030 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 105632 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 238796 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38530 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 37234 members 
Mstep: Class 23 contains 8150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582240.000000 Penalty: 70802.812500
Iteration 89Q: 22 clusters Score -8.858224e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232337 members 
Mstep: Class 2 contains 19177 members 
Mstep: Class 3 contains 8288 members 
Mstep: Class 4 contains 43232 members 
Mstep: Class 5 contains 6216 members 
Mstep: Class 6 contains 35108 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 105577 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 238855 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8084 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38510 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 37208 members 
Mstep: Class 23 contains 8151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582144.000000 Penalty: 70802.812500
Iteration 90Q: 22 clusters Score -8.858214e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232356 members 
Mstep: Class 2 contains 19175 members 
Mstep: Class 3 contains 8281 members 
Mstep: Class 4 contains 43217 members 
Mstep: Class 5 contains 6219 members 
Mstep: Class 6 contains 35181 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 105509 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 238879 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8106 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38484 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 37180 members 
Mstep: Class 23 contains 8157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582200.000000 Penalty: 70802.812500
Iteration 91Q: 22 clusters Score -8.85822e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232351 members 
Mstep: Class 2 contains 19174 members 
Mstep: Class 3 contains 8282 members 
Mstep: Class 4 contains 43187 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 35264 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10224 members 
Mstep: Class 11 contains 105439 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 238933 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8117 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38456 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 37153 members 
Mstep: Class 23 contains 8152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582368.000000 Penalty: 70802.812500
Iteration 92Q: 22 clusters Score -8.858237e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232375 members 
Mstep: Class 2 contains 19173 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 43173 members 
Mstep: Class 5 contains 6223 members 
Mstep: Class 6 contains 35336 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 105370 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 238965 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38427 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 37128 members 
Mstep: Class 23 contains 8156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582304.000000 Penalty: 70802.812500
Iteration 93Q: 22 clusters Score -8.85823e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232380 members 
Mstep: Class 2 contains 19170 members 
Mstep: Class 3 contains 8273 members 
Mstep: Class 4 contains 43162 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 35417 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10197 members 
Mstep: Class 11 contains 105277 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 238999 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38418 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 37114 members 
Mstep: Class 23 contains 8161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582304.000000 Penalty: 70802.812500
Iteration 94Q: 22 clusters Score -8.85823e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232388 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 8267 members 
Mstep: Class 4 contains 43151 members 
Mstep: Class 5 contains 6209 members 
Mstep: Class 6 contains 35499 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10179 members 
Mstep: Class 11 contains 105203 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239045 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8165 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38426 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 37102 members 
Mstep: Class 23 contains 8165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582280.000000 Penalty: 70802.812500
Iteration 95Q: 22 clusters Score -8.858228e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232400 members 
Mstep: Class 2 contains 19138 members 
Mstep: Class 3 contains 8263 members 
Mstep: Class 4 contains 43136 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 35578 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10170 members 
Mstep: Class 11 contains 105132 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239083 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38424 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 37082 members 
Mstep: Class 23 contains 8167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582464.000000 Penalty: 70802.812500
Iteration 96Q: 22 clusters Score -8.858246e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232423 members 
Mstep: Class 2 contains 19132 members 
Mstep: Class 3 contains 8251 members 
Mstep: Class 4 contains 43131 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 35660 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10165 members 
Mstep: Class 11 contains 105064 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239094 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8187 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38425 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 37059 members 
Mstep: Class 23 contains 8168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582728.000000 Penalty: 70802.812500
Iteration 97Q: 22 clusters Score -8.858273e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232465 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 43128 members 
Mstep: Class 5 contains 6182 members 
Mstep: Class 6 contains 35721 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 105021 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239088 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 8199 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38422 members 
Mstep: Class 21 contains 872 members 
Mstep: Class 22 contains 37045 members 
Mstep: Class 23 contains 8172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582752.000000 Penalty: 70802.812500
Iteration 98Q: 22 clusters Score -8.858275e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232549 members 
Mstep: Class 2 contains 19108 members 
Mstep: Class 3 contains 8213 members 
Mstep: Class 4 contains 43124 members 
Mstep: Class 5 contains 6166 members 
Mstep: Class 6 contains 35780 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10148 members 
Mstep: Class 11 contains 104942 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239083 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38412 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 37025 members 
Mstep: Class 23 contains 8178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582848.000000 Penalty: 70802.812500
Iteration 99Q: 22 clusters Score -8.858285e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232604 members 
Mstep: Class 2 contains 19099 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 43122 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 35843 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10138 members 
Mstep: Class 11 contains 104850 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239081 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 17 contains 8240 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38411 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 37008 members 
Mstep: Class 23 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582720.000000 Penalty: 70802.812500
Iteration 100F: 22 clusters Score -8.858272e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232669 members 
Mstep: Class 2 contains 19089 members 
Mstep: Class 3 contains 8182 members 
Mstep: Class 4 contains 43120 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 35906 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 104769 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239077 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38415 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 36995 members 
Mstep: Class 23 contains 8189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582776.000000 Penalty: 70802.812500
Iteration 101Q: 22 clusters Score -8.858278e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232697 members 
Mstep: Class 2 contains 19078 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 43117 members 
Mstep: Class 5 contains 6138 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 11 contains 104700 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239074 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8281 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38417 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 36983 members 
Mstep: Class 23 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 22 clusters Score -8.858279e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232700 members 
Mstep: Class 2 contains 19077 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 43116 members 
Mstep: Class 5 contains 6123 members 
Mstep: Class 6 contains 36061 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 104630 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 239087 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38418 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 36967 members 
Mstep: Class 23 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582784.000000 Penalty: 70802.812500
Iteration 103Q: 22 clusters Score -8.858278e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232738 members 
Mstep: Class 2 contains 19078 members 
Mstep: Class 3 contains 8159 members 
Mstep: Class 4 contains 43118 members 
Mstep: Class 5 contains 6107 members 
Mstep: Class 6 contains 36128 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10101 members 
Mstep: Class 11 contains 104542 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 239109 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8309 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38405 members 
Mstep: Class 21 contains 875 members 
Mstep: Class 22 contains 36949 members 
Mstep: Class 23 contains 8204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582784.000000 Penalty: 70802.812500
Iteration 104Q: 22 clusters Score -8.858278e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232751 members 
Mstep: Class 2 contains 19081 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 43114 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 36209 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10091 members 
Mstep: Class 11 contains 104480 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 239128 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8312 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38395 members 
Mstep: Class 21 contains 877 members 
Mstep: Class 22 contains 36927 members 
Mstep: Class 23 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 22 clusters Score -8.858262e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232760 members 
Mstep: Class 2 contains 19075 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 43115 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 36279 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10079 members 
Mstep: Class 11 contains 104426 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 239164 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8319 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38380 members 
Mstep: Class 21 contains 880 members 
Mstep: Class 22 contains 36917 members 
Mstep: Class 23 contains 8201 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 22 clusters Score -8.858266e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232753 members 
Mstep: Class 2 contains 19070 members 
Mstep: Class 3 contains 8148 members 
Mstep: Class 4 contains 43103 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 6 contains 36350 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10064 members 
Mstep: Class 11 contains 104369 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 239203 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8335 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38367 members 
Mstep: Class 21 contains 885 members 
Mstep: Class 22 contains 36916 members 
Mstep: Class 23 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 22 clusters Score -8.858277e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232727 members 
Mstep: Class 2 contains 19065 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 43093 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 6 contains 36422 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 104299 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 239281 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8347 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38355 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36912 members 
Mstep: Class 23 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582768.000000 Penalty: 70802.812500
Iteration 108Q: 22 clusters Score -8.858277e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232721 members 
Mstep: Class 2 contains 19063 members 
Mstep: Class 3 contains 8130 members 
Mstep: Class 4 contains 43085 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 36483 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 104247 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 239351 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8355 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38339 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36894 members 
Mstep: Class 23 contains 8204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 22 clusters Score -8.858293e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232713 members 
Mstep: Class 2 contains 19057 members 
Mstep: Class 3 contains 8126 members 
Mstep: Class 4 contains 43071 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 36542 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 11 contains 104232 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 239388 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38329 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36876 members 
Mstep: Class 23 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582976.000000 Penalty: 70802.812500
Iteration 110Q: 22 clusters Score -8.858298e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232689 members 
Mstep: Class 2 contains 19048 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 43058 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 6 contains 36599 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 104227 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 239445 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8364 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38313 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36871 members 
Mstep: Class 23 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582992.000000 Penalty: 70802.812500
Iteration 111Q: 22 clusters Score -8.858299e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232626 members 
Mstep: Class 2 contains 19040 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 43046 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 36672 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 104212 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239513 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8369 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38305 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36854 members 
Mstep: Class 23 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582912.000000 Penalty: 70802.812500
Iteration 112Q: 22 clusters Score -8.858291e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232618 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 43031 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 36721 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 104204 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239565 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8371 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36841 members 
Mstep: Class 23 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582832.000000 Penalty: 70802.812500
Iteration 113Q: 22 clusters Score -8.858283e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232633 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 43017 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 36780 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9986 members 
Mstep: Class 11 contains 104185 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239584 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8380 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38276 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 36826 members 
Mstep: Class 23 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582912.000000 Penalty: 70802.812500
Iteration 114Q: 22 clusters Score -8.858291e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232655 members 
Mstep: Class 2 contains 19024 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 42995 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 36836 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 104157 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239596 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8389 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38268 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 36816 members 
Mstep: Class 23 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582984.000000 Penalty: 70802.812500
Iteration 115Q: 22 clusters Score -8.858298e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232697 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 8064 members 
Mstep: Class 4 contains 42971 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 36881 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 11 contains 104131 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239598 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 36805 members 
Mstep: Class 23 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582840.000000 Penalty: 70802.812500
Iteration 116Q: 22 clusters Score -8.858284e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232720 members 
Mstep: Class 2 contains 19010 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 42955 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 36918 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9937 members 
Mstep: Class 11 contains 104106 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239625 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8414 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38247 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36796 members 
Mstep: Class 23 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582864.000000 Penalty: 70802.812500
Iteration 117Q: 22 clusters Score -8.858286e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232756 members 
Mstep: Class 2 contains 19005 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 42936 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9920 members 
Mstep: Class 11 contains 104075 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239633 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8421 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38231 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 36797 members 
Mstep: Class 23 contains 8211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582856.000000 Penalty: 70802.812500
Iteration 118Q: 22 clusters Score -8.858286e+07 nChanged 561
Entering ConstructFrom: 
Score: -88582856.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (232753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232753 members 
Entering Unmasked Estep 
Score: -26071624.000000 Penalty: 3064.717773
	Iteration 0F: 2 clusters Score -2.607162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
Score: -25920546.000000 Penalty: 6129.435547
	Iteration 0F: 3 clusters Score -2.592055e+07 nChanged 112333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 113669 members 
Entering Unmasked Estep 
Score: -25986324.000000 Penalty: 6129.435547
	Iteration 1F: 3 clusters Score -2.598632e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121256 members 
Mstep: Class 2 contains 111497 members 
Entering Unmasked Estep 
Score: -25987568.000000 Penalty: 6129.435547
	Iteration 2Q: 3 clusters Score -2.598757e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124632 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -25989168.000000 Penalty: 6129.435547
	Iteration 3Q: 3 clusters Score -2.598917e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -25991340.000000 Penalty: 6129.435547
	Iteration 4Q: 3 clusters Score -2.599134e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137971 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -25994904.000000 Penalty: 6129.435547
	Iteration 5Q: 3 clusters Score -2.59949e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -26001818.000000 Penalty: 6129.435547
	Iteration 6F: 3 clusters Score -2.600182e+07 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165552 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -26013140.000000 Penalty: 6129.435547
	Iteration 7F: 3 clusters Score -2.601314e+07 nChanged 19244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184158 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -26029424.000000 Penalty: 6129.435547
	Iteration 8F: 3 clusters Score -2.602942e+07 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201764 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -26046320.000000 Penalty: 6129.435547
	Iteration 9F: 3 clusters Score -2.604632e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214307 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -26058520.000000 Penalty: 6129.435547
	Iteration 10F: 3 clusters Score -2.605852e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221449 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -26064948.000000 Penalty: 6129.435547
	Iteration 11Q: 3 clusters Score -2.606495e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225310 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -26067364.000000 Penalty: 6129.435547
	Iteration 12Q: 3 clusters Score -2.606736e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227469 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -26068578.000000 Penalty: 6129.435547
	Iteration 13Q: 3 clusters Score -2.606858e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228690 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -26069254.000000 Penalty: 6129.435547
	Iteration 14Q: 3 clusters Score -2.606925e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229456 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -26069492.000000 Penalty: 6129.435547
	Iteration 15Q: 3 clusters Score -2.606949e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229957 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -26069574.000000 Penalty: 6129.435547
	Iteration 16Q: 3 clusters Score -2.606957e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230290 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -26069592.000000 Penalty: 6129.435547
	Iteration 17Q: 3 clusters Score -2.606959e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230538 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -26069574.000000 Penalty: 6129.435547
	Iteration 18Q: 3 clusters Score -2.606957e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -26069592.000000 Penalty: 6129.435547
	Iteration 19Q: 3 clusters Score -2.606959e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230893 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -26069560.000000 Penalty: 6129.435547
	Iteration 20F: 3 clusters Score -2.606956e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231011 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26069566.000000 Penalty: 6129.435547
	Iteration 21Q: 3 clusters Score -2.606957e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231126 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -26069568.000000 Penalty: 6129.435547
	Iteration 22Q: 3 clusters Score -2.606957e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231226 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -26069566.000000 Penalty: 6129.435547
	Iteration 23Q: 3 clusters Score -2.606957e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231323 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -26069568.000000 Penalty: 6129.435547
	Iteration 24Q: 3 clusters Score -2.606957e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231386 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -26069592.000000 Penalty: 6129.435547
	Iteration 25Q: 3 clusters Score -2.606959e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231441 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -26069628.000000 Penalty: 6129.435547
	Iteration 26Q: 3 clusters Score -2.606963e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231482 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -26069622.000000 Penalty: 6129.435547
	Iteration 27Q: 3 clusters Score -2.606962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231521 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -26069594.000000 Penalty: 6129.435547
	Iteration 28Q: 3 clusters Score -2.606959e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231567 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -26069608.000000 Penalty: 6129.435547
	Iteration 29Q: 3 clusters Score -2.606961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231590 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -26069590.000000 Penalty: 6129.435547
	Iteration 30Q: 3 clusters Score -2.606959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231612 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -26069572.000000 Penalty: 6129.435547
	Iteration 31Q: 3 clusters Score -2.606957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231631 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -26069598.000000 Penalty: 6129.435547
	Iteration 32Q: 3 clusters Score -2.60696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231648 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26069558.000000 Penalty: 6129.435547
	Iteration 33Q: 3 clusters Score -2.606956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231663 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -26069542.000000 Penalty: 6129.435547
	Iteration 34Q: 3 clusters Score -2.606954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231678 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -26069544.000000 Penalty: 6129.435547
	Iteration 35Q: 3 clusters Score -2.606954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231691 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -26069554.000000 Penalty: 6129.435547
	Iteration 36Q: 3 clusters Score -2.606955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231700 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -26069554.000000 Penalty: 6129.435547
	Iteration 37Q: 3 clusters Score -2.606955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231708 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -26069554.000000 Penalty: 6129.435547
	Iteration 38Q: 3 clusters Score -2.606955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231714 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -26069546.000000 Penalty: 6129.435547
	Iteration 39Q: 3 clusters Score -2.606955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231716 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -26069566.000000 Penalty: 6129.435547
	Iteration 40F: 3 clusters Score -2.606957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Entering Unmasked Estep 
Score: -2157938.500000 Penalty: 2443.265869
	Iteration 0F: 2 clusters Score -2157938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2144512.250000 Penalty: 4886.531738
	Iteration 0F: 3 clusters Score -2144512 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2149083.000000 Penalty: 4886.531738
	Iteration 1F: 3 clusters Score -2149083 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2149582.000000 Penalty: 4886.531738
	Iteration 2F: 3 clusters Score -2149582 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2150074.000000 Penalty: 4886.531738
	Iteration 3F: 3 clusters Score -2150074 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2150599.500000 Penalty: 4886.531738
	Iteration 4Q: 3 clusters Score -2150600 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2151219.250000 Penalty: 4886.531738
	Iteration 5F: 3 clusters Score -2151219 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2151896.500000 Penalty: 4886.531738
	Iteration 6F: 3 clusters Score -2151896 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2152611.750000 Penalty: 4886.531738
	Iteration 7F: 3 clusters Score -2152612 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2153380.500000 Penalty: 4886.531738
	Iteration 8F: 3 clusters Score -2153380 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2154148.500000 Penalty: 4886.531738
	Iteration 9F: 3 clusters Score -2154148 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2154809.750000 Penalty: 4886.531738
	Iteration 10Q: 3 clusters Score -2154810 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2155365.750000 Penalty: 4886.531738
	Iteration 11Q: 3 clusters Score -2155366 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2155740.500000 Penalty: 4886.531738
	Iteration 12Q: 3 clusters Score -2155740 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2155998.250000 Penalty: 4886.531738
	Iteration 13Q: 3 clusters Score -2155998 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2156201.500000 Penalty: 4886.531738
	Iteration 14Q: 3 clusters Score -2156202 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2156377.000000 Penalty: 4886.531738
	Iteration 15Q: 3 clusters Score -2156377 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2156488.000000 Penalty: 4886.531738
	Iteration 16Q: 3 clusters Score -2156488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2156578.500000 Penalty: 4886.531738
	Iteration 17Q: 3 clusters Score -2156578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2156644.750000 Penalty: 4886.531738
	Iteration 18Q: 3 clusters Score -2156645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2156680.000000 Penalty: 4886.531738
	Iteration 19Q: 3 clusters Score -2156680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2156707.000000 Penalty: 4886.531738
	Iteration 20F: 3 clusters Score -2156707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2156722.250000 Penalty: 4886.531738
	Iteration 21Q: 3 clusters Score -2156722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2156726.000000 Penalty: 4886.531738
	Iteration 22Q: 3 clusters Score -2156726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2156742.750000 Penalty: 4886.531738
	Iteration 23Q: 3 clusters Score -2156743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2156753.250000 Penalty: 4886.531738
	Iteration 24Q: 3 clusters Score -2156753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2156761.250000 Penalty: 4886.531738
	Iteration 25Q: 3 clusters Score -2156761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2156768.750000 Penalty: 4886.531738
	Iteration 26Q: 3 clusters Score -2156769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2156776.500000 Penalty: 4886.531738
	Iteration 27Q: 3 clusters Score -2156776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2156782.250000 Penalty: 4886.531738
	Iteration 28Q: 3 clusters Score -2156782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2156791.000000 Penalty: 4886.531738
	Iteration 29Q: 3 clusters Score -2156791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2156795.250000 Penalty: 4886.531738
	Iteration 30Q: 3 clusters Score -2156795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2156794.750000 Penalty: 4886.531738
	Iteration 31Q: 3 clusters Score -2156795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2156801.500000 Penalty: 4886.531738
	Iteration 32Q: 3 clusters Score -2156802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2156806.250000 Penalty: 4886.531738
	Iteration 33Q: 3 clusters Score -2156806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2156810.500000 Penalty: 4886.531738
	Iteration 34Q: 3 clusters Score -2156810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2156812.000000 Penalty: 4886.531738
	Iteration 35Q: 3 clusters Score -2156812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2156818.500000 Penalty: 4886.531738
	Iteration 36Q: 3 clusters Score -2156818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2156818.750000 Penalty: 4886.531738
	Iteration 37Q: 3 clusters Score -2156819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2156817.500000 Penalty: 4886.531738
	Iteration 38Q: 3 clusters Score -2156818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2156824.750000 Penalty: 4886.531738
	Iteration 39Q: 3 clusters Score -2156825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2156831.250000 Penalty: 4886.531738
	Iteration 40F: 3 clusters Score -2156831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2156838.500000 Penalty: 4886.531738
	Iteration 41Q: 3 clusters Score -2156838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2156848.750000 Penalty: 4886.531738
	Iteration 42Q: 3 clusters Score -2156849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2156852.000000 Penalty: 4886.531738
	Iteration 43Q: 3 clusters Score -2156852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2156868.000000 Penalty: 4886.531738
	Iteration 44Q: 3 clusters Score -2156868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2156877.250000 Penalty: 4886.531738
	Iteration 45Q: 3 clusters Score -2156877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2156887.500000 Penalty: 4886.531738
	Iteration 46Q: 3 clusters Score -2156888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2156896.500000 Penalty: 4886.531738
	Iteration 47Q: 3 clusters Score -2156896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2156899.750000 Penalty: 4886.531738
	Iteration 48Q: 3 clusters Score -2156900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2156900.000000 Penalty: 4886.531738
	Iteration 49Q: 3 clusters Score -2156900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2156899.750000 Penalty: 4886.531738
	Iteration 50Q: 3 clusters Score -2156900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2156897.000000 Penalty: 4886.531738
	Iteration 51Q: 3 clusters Score -2156897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2156900.000000 Penalty: 4886.531738
	Iteration 52Q: 3 clusters Score -2156900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2156902.750000 Penalty: 4886.531738
	Iteration 53Q: 3 clusters Score -2156903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2156904.000000 Penalty: 4886.531738
	Iteration 54Q: 3 clusters Score -2156904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2156904.000000 Penalty: 4886.531738
	Iteration 55Q: 3 clusters Score -2156904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2156904.000000 Penalty: 4886.531738
	Iteration 56F: 3 clusters Score -2156904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Entering Unmasked Estep 
Score: -939710.375000 Penalty: 2229.567627
	Iteration 0F: 2 clusters Score -939710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -933265.187500 Penalty: 4459.135254
	Iteration 0F: 3 clusters Score -933265.2 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -935016.937500 Penalty: 4459.135254
	Iteration 1F: 3 clusters Score -935016.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -935250.562500 Penalty: 4459.135254
	Iteration 2F: 3 clusters Score -935250.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -935399.187500 Penalty: 4459.135254
	Iteration 3Q: 3 clusters Score -935399.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -935508.500000 Penalty: 4459.135254
	Iteration 4Q: 3 clusters Score -935508.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -935606.562500 Penalty: 4459.135254
	Iteration 5Q: 3 clusters Score -935606.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -935687.687500 Penalty: 4459.135254
	Iteration 6Q: 3 clusters Score -935687.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -935767.687500 Penalty: 4459.135254
	Iteration 7Q: 3 clusters Score -935767.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -935860.750000 Penalty: 4459.135254
	Iteration 8Q: 3 clusters Score -935860.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -935977.750000 Penalty: 4459.135254
	Iteration 9Q: 3 clusters Score -935977.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -936134.250000 Penalty: 4459.135254
	Iteration 10Q: 3 clusters Score -936134.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -936320.250000 Penalty: 4459.135254
	Iteration 11Q: 3 clusters Score -936320.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -936517.062500 Penalty: 4459.135254
	Iteration 12Q: 3 clusters Score -936517.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -936729.437500 Penalty: 4459.135254
	Iteration 13Q: 3 clusters Score -936729.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -936944.562500 Penalty: 4459.135254
	Iteration 14Q: 3 clusters Score -936944.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -937135.437500 Penalty: 4459.135254
	Iteration 15Q: 3 clusters Score -937135.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -937275.750000 Penalty: 4459.135254
	Iteration 16Q: 3 clusters Score -937275.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -937395.625000 Penalty: 4459.135254
	Iteration 17Q: 3 clusters Score -937395.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -937487.125000 Penalty: 4459.135254
	Iteration 18Q: 3 clusters Score -937487.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -937553.062500 Penalty: 4459.135254
	Iteration 19Q: 3 clusters Score -937553.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -937615.250000 Penalty: 4459.135254
	Iteration 20F: 3 clusters Score -937615.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -937660.625000 Penalty: 4459.135254
	Iteration 21Q: 3 clusters Score -937660.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -937685.875000 Penalty: 4459.135254
	Iteration 22Q: 3 clusters Score -937685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -937701.437500 Penalty: 4459.135254
	Iteration 23Q: 3 clusters Score -937701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -937716.937500 Penalty: 4459.135254
	Iteration 24Q: 3 clusters Score -937716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -937734.187500 Penalty: 4459.135254
	Iteration 25Q: 3 clusters Score -937734.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -937761.375000 Penalty: 4459.135254
	Iteration 26Q: 3 clusters Score -937761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -937777.812500 Penalty: 4459.135254
	Iteration 27Q: 3 clusters Score -937777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -937782.500000 Penalty: 4459.135254
	Iteration 28Q: 3 clusters Score -937782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -937787.625000 Penalty: 4459.135254
	Iteration 29Q: 3 clusters Score -937787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -937790.375000 Penalty: 4459.135254
	Iteration 30Q: 3 clusters Score -937790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -937795.000000 Penalty: 4459.135254
	Iteration 31Q: 3 clusters Score -937795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -937797.312500 Penalty: 4459.135254
	Iteration 32Q: 3 clusters Score -937797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -937797.312500 Penalty: 4459.135254
	Iteration 33F: 3 clusters Score -937797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Entering Unmasked Estep 
Score: -4723274.000000 Penalty: 2645.462402
	Iteration 0F: 2 clusters Score -4723274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -4694469.500000 Penalty: 5290.924805
	Iteration 0F: 3 clusters Score -4694470 nChanged 19573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4704995.500000 Penalty: 5290.924805
	Iteration 1F: 3 clusters Score -4704996 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4705534.500000 Penalty: 5290.924805
	Iteration 2Q: 3 clusters Score -4705534 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4705997.000000 Penalty: 5290.924805
	Iteration 3Q: 3 clusters Score -4705997 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4706581.500000 Penalty: 5290.924805
	Iteration 4Q: 3 clusters Score -4706582 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4707438.500000 Penalty: 5290.924805
	Iteration 5Q: 3 clusters Score -4707438 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -4708695.500000 Penalty: 5290.924805
	Iteration 6F: 3 clusters Score -4708696 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4710511.000000 Penalty: 5290.924805
	Iteration 7F: 3 clusters Score -4710511 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -4712857.000000 Penalty: 5290.924805
	Iteration 8F: 3 clusters Score -4712857 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4715380.500000 Penalty: 5290.924805
	Iteration 9F: 3 clusters Score -4715380 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4717612.500000 Penalty: 5290.924805
	Iteration 10F: 3 clusters Score -4717612 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4719253.500000 Penalty: 5290.924805
	Iteration 11Q: 3 clusters Score -4719254 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4720133.500000 Penalty: 5290.924805
	Iteration 12Q: 3 clusters Score -4720134 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4720602.000000 Penalty: 5290.924805
	Iteration 13Q: 3 clusters Score -4720602 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4720781.000000 Penalty: 5290.924805
	Iteration 14Q: 3 clusters Score -4720781 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4720870.000000 Penalty: 5290.924805
	Iteration 15Q: 3 clusters Score -4720870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4720911.500000 Penalty: 5290.924805
	Iteration 16Q: 3 clusters Score -4720912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4720938.500000 Penalty: 5290.924805
	Iteration 17Q: 3 clusters Score -4720938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4720958.000000 Penalty: 5290.924805
	Iteration 18Q: 3 clusters Score -4720958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4720972.000000 Penalty: 5290.924805
	Iteration 19Q: 3 clusters Score -4720972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4720978.000000 Penalty: 5290.924805
	Iteration 20F: 3 clusters Score -4720978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4720980.500000 Penalty: 5290.924805
	Iteration 21Q: 3 clusters Score -4720980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4720990.000000 Penalty: 5290.924805
	Iteration 22Q: 3 clusters Score -4720990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4720994.500000 Penalty: 5290.924805
	Iteration 23Q: 3 clusters Score -4720994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4721009.500000 Penalty: 5290.924805
	Iteration 24Q: 3 clusters Score -4721010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4721018.000000 Penalty: 5290.924805
	Iteration 25Q: 3 clusters Score -4721018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4721018.500000 Penalty: 5290.924805
	Iteration 26Q: 3 clusters Score -4721018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4721015.000000 Penalty: 5290.924805
	Iteration 27Q: 3 clusters Score -4721015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4721015.000000 Penalty: 5290.924805
	Iteration 28F: 3 clusters Score -4721015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -679816.812500 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -679816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -674646.625000 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -674646.6 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -675957.312500 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -675957.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -676159.187500 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -676159.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -676260.187500 Penalty: 4309.723633
	Iteration 3Q: 3 clusters Score -676260.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -676308.937500 Penalty: 4309.723633
	Iteration 4Q: 3 clusters Score -676308.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -676345.375000 Penalty: 4309.723633
	Iteration 5Q: 3 clusters Score -676345.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -676370.125000 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -676370.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -676392.437500 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -676392.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -676412.250000 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -676412.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -676434.687500 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -676434.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -676462.687500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -676462.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -676483.562500 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -676483.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -676505.875000 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -676505.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -676522.875000 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -676522.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -676538.437500 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -676538.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -676548.875000 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -676548.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -676559.250000 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -676559.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -676566.875000 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -676566.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -676577.562500 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -676577.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -676584.750000 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -676584.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -676593.062500 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -676593.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -676597.875000 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -676597.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -676602.125000 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -676602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -676603.250000 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -676603.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -676608.812500 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -676608.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -676612.187500 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -676612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -676611.750000 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -676611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -676613.812500 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -676613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -676617.125000 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -676617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -676618.250000 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -676618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -676621.000000 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -676621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -676621.250000 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -676621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -676624.687500 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -676624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -676625.625000 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -676625.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -676629.062500 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -676629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -676632.125000 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -676632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -676630.812500 Penalty: 4309.723633
	Iteration 36Q: 3 clusters Score -676630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -676635.000000 Penalty: 4309.723633
	Iteration 37Q: 3 clusters Score -676635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -676634.625000 Penalty: 4309.723633
	Iteration 38Q: 3 clusters Score -676634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -676635.500000 Penalty: 4309.723633
	Iteration 39Q: 3 clusters Score -676635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -676637.187500 Penalty: 4309.723633
	Iteration 40F: 3 clusters Score -676637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -676638.125000 Penalty: 4309.723633
	Iteration 41Q: 3 clusters Score -676638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -676639.062500 Penalty: 4309.723633
	Iteration 42Q: 3 clusters Score -676639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -676639.062500 Penalty: 4309.723633
	Iteration 43Q: 3 clusters Score -676639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -676638.500000 Penalty: 4309.723633
	Iteration 44Q: 3 clusters Score -676638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -676638.375000 Penalty: 4309.723633
	Iteration 45Q: 3 clusters Score -676638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -676640.250000 Penalty: 4309.723633
	Iteration 46Q: 3 clusters Score -676640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -676641.000000 Penalty: 4309.723633
	Iteration 47Q: 3 clusters Score -676641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -676640.312500 Penalty: 4309.723633
	Iteration 48Q: 3 clusters Score -676640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -676640.187500 Penalty: 4309.723633
	Iteration 49Q: 3 clusters Score -676640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -676640.625000 Penalty: 4309.723633
	Iteration 50Q: 3 clusters Score -676640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -676640.125000 Penalty: 4309.723633
	Iteration 51Q: 3 clusters Score -676640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -676643.437500 Penalty: 4309.723633
	Iteration 52Q: 3 clusters Score -676643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -676644.875000 Penalty: 4309.723633
	Iteration 53Q: 3 clusters Score -676644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -676645.250000 Penalty: 4309.723633
	Iteration 54Q: 3 clusters Score -676645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -676646.625000 Penalty: 4309.723633
	Iteration 55Q: 3 clusters Score -676646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -676647.750000 Penalty: 4309.723633
	Iteration 56Q: 3 clusters Score -676647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -676649.000000 Penalty: 4309.723633
	Iteration 57Q: 3 clusters Score -676649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -676651.562500 Penalty: 4309.723633
	Iteration 58Q: 3 clusters Score -676651.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -676652.375000 Penalty: 4309.723633
	Iteration 59Q: 3 clusters Score -676652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -676652.250000 Penalty: 4309.723633
	Iteration 60F: 3 clusters Score -676652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -676655.125000 Penalty: 4309.723633
	Iteration 61Q: 3 clusters Score -676655.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -676660.312500 Penalty: 4309.723633
	Iteration 62Q: 3 clusters Score -676660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -676663.187500 Penalty: 4309.723633
	Iteration 63Q: 3 clusters Score -676663.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -676666.500000 Penalty: 4309.723633
	Iteration 64Q: 3 clusters Score -676666.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -676669.000000 Penalty: 4309.723633
	Iteration 65Q: 3 clusters Score -676669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -676672.062500 Penalty: 4309.723633
	Iteration 66Q: 3 clusters Score -676672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -676676.312500 Penalty: 4309.723633
	Iteration 67Q: 3 clusters Score -676676.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -676683.625000 Penalty: 4309.723633
	Iteration 68Q: 3 clusters Score -676683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -676686.750000 Penalty: 4309.723633
	Iteration 69Q: 3 clusters Score -676686.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -676690.687500 Penalty: 4309.723633
	Iteration 70Q: 3 clusters Score -676690.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -676697.062500 Penalty: 4309.723633
	Iteration 71Q: 3 clusters Score -676697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -676701.187500 Penalty: 4309.723633
	Iteration 72Q: 3 clusters Score -676701.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -676702.125000 Penalty: 4309.723633
	Iteration 73Q: 3 clusters Score -676702.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -676707.750000 Penalty: 4309.723633
	Iteration 74Q: 3 clusters Score -676707.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -676708.562500 Penalty: 4309.723633
	Iteration 75Q: 3 clusters Score -676708.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -676711.875000 Penalty: 4309.723633
	Iteration 76Q: 3 clusters Score -676711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -676715.625000 Penalty: 4309.723633
	Iteration 77Q: 3 clusters Score -676715.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -676718.625000 Penalty: 4309.723633
	Iteration 78Q: 3 clusters Score -676718.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -676720.000000 Penalty: 4309.723633
	Iteration 79Q: 3 clusters Score -676720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -676725.250000 Penalty: 4309.723633
	Iteration 80F: 3 clusters Score -676725.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -676730.000000 Penalty: 4309.723633
	Iteration 81Q: 3 clusters Score -676730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -676736.875000 Penalty: 4309.723633
	Iteration 82Q: 3 clusters Score -676736.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -676741.687500 Penalty: 4309.723633
	Iteration 83Q: 3 clusters Score -676741.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -676751.500000 Penalty: 4309.723633
	Iteration 84Q: 3 clusters Score -676751.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -676759.187500 Penalty: 4309.723633
	Iteration 85Q: 3 clusters Score -676759.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -676763.875000 Penalty: 4309.723633
	Iteration 86Q: 3 clusters Score -676763.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -676768.562500 Penalty: 4309.723633
	Iteration 87Q: 3 clusters Score -676768.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -676774.375000 Penalty: 4309.723633
	Iteration 88Q: 3 clusters Score -676774.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -676782.937500 Penalty: 4309.723633
	Iteration 89Q: 3 clusters Score -676782.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -676790.875000 Penalty: 4309.723633
	Iteration 90Q: 3 clusters Score -676790.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -676797.250000 Penalty: 4309.723633
	Iteration 91Q: 3 clusters Score -676797.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -676802.812500 Penalty: 4309.723633
	Iteration 92Q: 3 clusters Score -676802.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -676815.687500 Penalty: 4309.723633
	Iteration 93Q: 3 clusters Score -676815.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -676829.062500 Penalty: 4309.723633
	Iteration 94Q: 3 clusters Score -676829.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -676840.312500 Penalty: 4309.723633
	Iteration 95Q: 3 clusters Score -676840.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -676860.000000 Penalty: 4309.723633
	Iteration 96Q: 3 clusters Score -676860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -676875.937500 Penalty: 4309.723633
	Iteration 97Q: 3 clusters Score -676875.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -676898.625000 Penalty: 4309.723633
	Iteration 98Q: 3 clusters Score -676898.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -676923.875000 Penalty: 4309.723633
	Iteration 99Q: 3 clusters Score -676923.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -676954.562500 Penalty: 4309.723633
	Iteration 100F: 3 clusters Score -676954.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -676991.625000 Penalty: 4309.723633
	Iteration 101Q: 3 clusters Score -676991.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -677037.250000 Penalty: 4309.723633
	Iteration 102Q: 3 clusters Score -677037.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -677085.625000 Penalty: 4309.723633
	Iteration 103Q: 3 clusters Score -677085.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -677137.937500 Penalty: 4309.723633
	Iteration 104Q: 3 clusters Score -677137.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -677203.250000 Penalty: 4309.723633
	Iteration 105Q: 3 clusters Score -677203.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -677280.937500 Penalty: 4309.723633
	Iteration 106Q: 3 clusters Score -677280.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -677351.000000 Penalty: 4309.723633
	Iteration 107Q: 3 clusters Score -677351 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -677419.375000 Penalty: 4309.723633
	Iteration 108Q: 3 clusters Score -677419.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -677476.062500 Penalty: 4309.723633
	Iteration 109Q: 3 clusters Score -677476.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -677547.937500 Penalty: 4309.723633
	Iteration 110Q: 3 clusters Score -677547.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -677611.187500 Penalty: 4309.723633
	Iteration 111Q: 3 clusters Score -677611.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -677669.250000 Penalty: 4309.723633
	Iteration 112Q: 3 clusters Score -677669.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -677718.187500 Penalty: 4309.723633
	Iteration 113Q: 3 clusters Score -677718.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -677750.000000 Penalty: 4309.723633
	Iteration 114Q: 3 clusters Score -677750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -677778.437500 Penalty: 4309.723633
	Iteration 115Q: 3 clusters Score -677778.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -677804.062500 Penalty: 4309.723633
	Iteration 116Q: 3 clusters Score -677804.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -677824.875000 Penalty: 4309.723633
	Iteration 117Q: 3 clusters Score -677824.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -677839.437500 Penalty: 4309.723633
	Iteration 118Q: 3 clusters Score -677839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -677848.187500 Penalty: 4309.723633
	Iteration 119Q: 3 clusters Score -677848.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -677862.437500 Penalty: 4309.723633
	Iteration 120F: 3 clusters Score -677862.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -677878.562500 Penalty: 4309.723633
	Iteration 121Q: 3 clusters Score -677878.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -677891.375000 Penalty: 4309.723633
	Iteration 122Q: 3 clusters Score -677891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -677901.000000 Penalty: 4309.723633
	Iteration 123Q: 3 clusters Score -677901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -677909.500000 Penalty: 4309.723633
	Iteration 124Q: 3 clusters Score -677909.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -677919.312500 Penalty: 4309.723633
	Iteration 125Q: 3 clusters Score -677919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -677923.062500 Penalty: 4309.723633
	Iteration 126Q: 3 clusters Score -677923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -677924.562500 Penalty: 4309.723633
	Iteration 127Q: 3 clusters Score -677924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -677927.875000 Penalty: 4309.723633
	Iteration 128Q: 3 clusters Score -677927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -677927.875000 Penalty: 4309.723633
	Iteration 129Q: 3 clusters Score -677927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -677928.687500 Penalty: 4309.723633
	Iteration 130Q: 3 clusters Score -677928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -677928.500000 Penalty: 4309.723633
	Iteration 131Q: 3 clusters Score -677928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -677930.125000 Penalty: 4309.723633
	Iteration 132Q: 3 clusters Score -677930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -677933.875000 Penalty: 4309.723633
	Iteration 133Q: 3 clusters Score -677933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -677936.812500 Penalty: 4309.723633
	Iteration 134Q: 3 clusters Score -677936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -677938.000000 Penalty: 4309.723633
	Iteration 135Q: 3 clusters Score -677938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -677940.687500 Penalty: 4309.723633
	Iteration 136Q: 3 clusters Score -677940.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -677943.250000 Penalty: 4309.723633
	Iteration 137Q: 3 clusters Score -677943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -677944.187500 Penalty: 4309.723633
	Iteration 138Q: 3 clusters Score -677944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -677944.187500 Penalty: 4309.723633
	Iteration 139F: 3 clusters Score -677944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Entering Unmasked Estep 
Score: -4179981.750000 Penalty: 2608.811768
	Iteration 0F: 2 clusters Score -4179982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4154925.000000 Penalty: 5217.623535
	Iteration 0F: 3 clusters Score -4154925 nChanged 16824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4164330.500000 Penalty: 5217.623535
	Iteration 1F: 3 clusters Score -4164330 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4165602.500000 Penalty: 5217.623535
	Iteration 2F: 3 clusters Score -4165602 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4167602.750000 Penalty: 5217.623535
	Iteration 3F: 3 clusters Score -4167603 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4170392.250000 Penalty: 5217.623535
	Iteration 4F: 3 clusters Score -4170392 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4173215.000000 Penalty: 5217.623535
	Iteration 5F: 3 clusters Score -4173215 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4175208.750000 Penalty: 5217.623535
	Iteration 6F: 3 clusters Score -4175209 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -4176422.000000 Penalty: 5217.623535
	Iteration 7Q: 3 clusters Score -4176422 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4177144.250000 Penalty: 5217.623535
	Iteration 8Q: 3 clusters Score -4177144 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4177592.750000 Penalty: 5217.623535
	Iteration 9Q: 3 clusters Score -4177593 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -4177909.000000 Penalty: 5217.623535
	Iteration 10Q: 3 clusters Score -4177909 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4178146.000000 Penalty: 5217.623535
	Iteration 11Q: 3 clusters Score -4178146 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4178351.750000 Penalty: 5217.623535
	Iteration 12Q: 3 clusters Score -4178352 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4178485.250000 Penalty: 5217.623535
	Iteration 13Q: 3 clusters Score -4178485 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4178615.750000 Penalty: 5217.623535
	Iteration 14Q: 3 clusters Score -4178616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4178717.000000 Penalty: 5217.623535
	Iteration 15Q: 3 clusters Score -4178717 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4178790.000000 Penalty: 5217.623535
	Iteration 16Q: 3 clusters Score -4178790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4178846.000000 Penalty: 5217.623535
	Iteration 17Q: 3 clusters Score -4178846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4178904.500000 Penalty: 5217.623535
	Iteration 18Q: 3 clusters Score -4178904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4178930.500000 Penalty: 5217.623535
	Iteration 19Q: 3 clusters Score -4178930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4178934.000000 Penalty: 5217.623535
	Iteration 20F: 3 clusters Score -4178934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4178940.500000 Penalty: 5217.623535
	Iteration 21Q: 3 clusters Score -4178940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4178959.250000 Penalty: 5217.623535
	Iteration 22Q: 3 clusters Score -4178959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4178969.250000 Penalty: 5217.623535
	Iteration 23Q: 3 clusters Score -4178969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4178979.250000 Penalty: 5217.623535
	Iteration 24Q: 3 clusters Score -4178979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4178977.750000 Penalty: 5217.623535
	Iteration 25Q: 3 clusters Score -4178978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4178974.000000 Penalty: 5217.623535
	Iteration 26Q: 3 clusters Score -4178974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4178980.000000 Penalty: 5217.623535
	Iteration 27Q: 3 clusters Score -4178980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4178994.750000 Penalty: 5217.623535
	Iteration 28Q: 3 clusters Score -4178995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4178999.250000 Penalty: 5217.623535
	Iteration 29Q: 3 clusters Score -4178999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4179002.750000 Penalty: 5217.623535
	Iteration 30Q: 3 clusters Score -4179003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4179006.000000 Penalty: 5217.623535
	Iteration 31Q: 3 clusters Score -4179006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4179011.000000 Penalty: 5217.623535
	Iteration 32Q: 3 clusters Score -4179011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4179013.250000 Penalty: 5217.623535
	Iteration 33Q: 3 clusters Score -4179013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4179007.750000 Penalty: 5217.623535
	Iteration 34Q: 3 clusters Score -4179008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4179004.500000 Penalty: 5217.623535
	Iteration 35Q: 3 clusters Score -4179004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4179006.000000 Penalty: 5217.623535
	Iteration 36Q: 3 clusters Score -4179006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4179006.500000 Penalty: 5217.623535
	Iteration 37Q: 3 clusters Score -4179006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4179006.500000 Penalty: 5217.623535
	Iteration 38F: 3 clusters Score -4179006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -103199.664062 Penalty: 1707.352661
	Iteration 0F: 2 clusters Score -103199.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101269.164062 Penalty: 3414.705322
	Iteration 0F: 3 clusters Score -101269.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101600.164062 Penalty: 3414.705322
	Iteration 1F: 3 clusters Score -101600.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101704.750000 Penalty: 3414.705322
	Iteration 2F: 3 clusters Score -101704.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101765.054688 Penalty: 3414.705322
	Iteration 3Q: 3 clusters Score -101765.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101827.156250 Penalty: 3414.705322
	Iteration 4Q: 3 clusters Score -101827.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101910.945312 Penalty: 3414.705322
	Iteration 5Q: 3 clusters Score -101910.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101998.203125 Penalty: 3414.705322
	Iteration 6Q: 3 clusters Score -101998.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102071.031250 Penalty: 3414.705322
	Iteration 7Q: 3 clusters Score -102071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102119.617188 Penalty: 3414.705322
	Iteration 8Q: 3 clusters Score -102119.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102200.960938 Penalty: 3414.705322
	Iteration 9Q: 3 clusters Score -102201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102361.898438 Penalty: 3414.705322
	Iteration 10Q: 3 clusters Score -102361.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102595.476562 Penalty: 3414.705322
	Iteration 11Q: 3 clusters Score -102595.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102689.039062 Penalty: 3414.705322
	Iteration 12Q: 3 clusters Score -102689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102759.171875 Penalty: 3414.705322
	Iteration 13Q: 3 clusters Score -102759.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -102801.921875 Penalty: 3414.705322
	Iteration 14Q: 3 clusters Score -102801.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102843.281250 Penalty: 3414.705322
	Iteration 15Q: 3 clusters Score -102843.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -102892.703125 Penalty: 3414.705322
	Iteration 16Q: 3 clusters Score -102892.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -102945.601562 Penalty: 3414.705322
	Iteration 17Q: 3 clusters Score -102945.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -102997.515625 Penalty: 3414.705322
	Iteration 18Q: 3 clusters Score -102997.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103020.476562 Penalty: 3414.705322
	Iteration 19Q: 3 clusters Score -103020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -103042.570312 Penalty: 3414.705322
	Iteration 20F: 3 clusters Score -103042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -103051.179688 Penalty: 3414.705322
	Iteration 21Q: 3 clusters Score -103051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103058.750000 Penalty: 3414.705322
	Iteration 22Q: 3 clusters Score -103058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -103076.906250 Penalty: 3414.705322
	Iteration 23Q: 3 clusters Score -103076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -103103.046875 Penalty: 3414.705322
	Iteration 24Q: 3 clusters Score -103103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -103118.851562 Penalty: 3414.705322
	Iteration 25Q: 3 clusters Score -103118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -103156.203125 Penalty: 3414.705322
	Iteration 26Q: 3 clusters Score -103156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -103213.781250 Penalty: 3414.705322
	Iteration 27Q: 3 clusters Score -103213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -103238.468750 Penalty: 3414.705322
	Iteration 28Q: 3 clusters Score -103238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103241.867188 Penalty: 3414.705322
	Iteration 29Q: 3 clusters Score -103241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103241.867188 Penalty: 3414.705322
	Iteration 30F: 3 clusters Score -103241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232753 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 42924 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 104035 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239675 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38221 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 36793 members 
Mstep: Class 23 contains 8212 members 
Entering Unmasked Estep 
Score: -88581176.000000 Penalty: 74174.375000
Splitting cluster 7 changes total score from -88582856.000000 to -88581176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -315549.468750 Penalty: 1970.146118
	Iteration 0F: 2 clusters Score -315549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -312407.500000 Penalty: 3940.292236
	Iteration 0F: 3 clusters Score -312407.5 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -313020.468750 Penalty: 3940.292236
	Iteration 1F: 3 clusters Score -313020.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -313207.093750 Penalty: 3940.292236
	Iteration 2F: 3 clusters Score -313207.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -313362.968750 Penalty: 3940.292236
	Iteration 3F: 3 clusters Score -313363 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -313485.875000 Penalty: 3940.292236
	Iteration 4Q: 3 clusters Score -313485.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -313540.062500 Penalty: 3940.292236
	Iteration 5Q: 3 clusters Score -313540.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -313588.000000 Penalty: 3940.292236
	Iteration 6Q: 3 clusters Score -313588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -313629.218750 Penalty: 3940.292236
	Iteration 7Q: 3 clusters Score -313629.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -313668.937500 Penalty: 3940.292236
	Iteration 8Q: 3 clusters Score -313668.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -313695.500000 Penalty: 3940.292236
	Iteration 9Q: 3 clusters Score -313695.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -313724.406250 Penalty: 3940.292236
	Iteration 10Q: 3 clusters Score -313724.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -313744.468750 Penalty: 3940.292236
	Iteration 11Q: 3 clusters Score -313744.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -313760.781250 Penalty: 3940.292236
	Iteration 12Q: 3 clusters Score -313760.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -313776.375000 Penalty: 3940.292236
	Iteration 13Q: 3 clusters Score -313776.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -313791.187500 Penalty: 3940.292236
	Iteration 14Q: 3 clusters Score -313791.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -313811.562500 Penalty: 3940.292236
	Iteration 15Q: 3 clusters Score -313811.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -313825.906250 Penalty: 3940.292236
	Iteration 16Q: 3 clusters Score -313825.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -313839.093750 Penalty: 3940.292236
	Iteration 17Q: 3 clusters Score -313839.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -313854.750000 Penalty: 3940.292236
	Iteration 18Q: 3 clusters Score -313854.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -313871.093750 Penalty: 3940.292236
	Iteration 19Q: 3 clusters Score -313871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -313884.312500 Penalty: 3940.292236
	Iteration 20F: 3 clusters Score -313884.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -313892.125000 Penalty: 3940.292236
	Iteration 21Q: 3 clusters Score -313892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -313897.718750 Penalty: 3940.292236
	Iteration 22Q: 3 clusters Score -313897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313902.062500 Penalty: 3940.292236
	Iteration 23Q: 3 clusters Score -313902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -313907.062500 Penalty: 3940.292236
	Iteration 24Q: 3 clusters Score -313907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -313911.406250 Penalty: 3940.292236
	Iteration 25Q: 3 clusters Score -313911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -313918.906250 Penalty: 3940.292236
	Iteration 26Q: 3 clusters Score -313918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -313921.281250 Penalty: 3940.292236
	Iteration 27Q: 3 clusters Score -313921.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -313927.187500 Penalty: 3940.292236
	Iteration 28Q: 3 clusters Score -313927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -313936.843750 Penalty: 3940.292236
	Iteration 29Q: 3 clusters Score -313936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -313945.406250 Penalty: 3940.292236
	Iteration 30Q: 3 clusters Score -313945.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -313957.093750 Penalty: 3940.292236
	Iteration 31Q: 3 clusters Score -313957.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -313962.375000 Penalty: 3940.292236
	Iteration 32Q: 3 clusters Score -313962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -313966.843750 Penalty: 3940.292236
	Iteration 33Q: 3 clusters Score -313966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -313970.906250 Penalty: 3940.292236
	Iteration 34Q: 3 clusters Score -313970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313971.437500 Penalty: 3940.292236
	Iteration 35Q: 3 clusters Score -313971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -313971.968750 Penalty: 3940.292236
	Iteration 36Q: 3 clusters Score -313972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -313971.968750 Penalty: 3940.292236
	Iteration 37F: 3 clusters Score -313972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -90376.320312 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -90376.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88494.000000 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -88494 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88778.625000 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -88778.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88856.140625 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -88856.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88892.820312 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -88892.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88909.257812 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -88909.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88918.812500 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -88918.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88923.531250 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -88923.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88927.343750 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -88927.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88927.343750 Penalty: 3361.147461
	Iteration 8F: 3 clusters Score -88927.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Entering Unmasked Estep 
Score: -1104231.000000 Penalty: 2281.721924
	Iteration 0F: 2 clusters Score -1104231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1096690.625000 Penalty: 4563.443848
	Iteration 0F: 3 clusters Score -1096691 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1098850.250000 Penalty: 4563.443848
	Iteration 1F: 3 clusters Score -1098850 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1099199.750000 Penalty: 4563.443848
	Iteration 2F: 3 clusters Score -1099200 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1099521.250000 Penalty: 4563.443848
	Iteration 3F: 3 clusters Score -1099521 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1099839.750000 Penalty: 4563.443848
	Iteration 4F: 3 clusters Score -1099840 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1100160.500000 Penalty: 4563.443848
	Iteration 5F: 3 clusters Score -1100160 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1100495.000000 Penalty: 4563.443848
	Iteration 6Q: 3 clusters Score -1100495 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1100859.875000 Penalty: 4563.443848
	Iteration 7F: 3 clusters Score -1100860 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1101271.125000 Penalty: 4563.443848
	Iteration 8F: 3 clusters Score -1101271 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1101648.125000 Penalty: 4563.443848
	Iteration 9Q: 3 clusters Score -1101648 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1101964.500000 Penalty: 4563.443848
	Iteration 10Q: 3 clusters Score -1101964 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1102196.000000 Penalty: 4563.443848
	Iteration 11Q: 3 clusters Score -1102196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1102353.125000 Penalty: 4563.443848
	Iteration 12Q: 3 clusters Score -1102353 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1102461.875000 Penalty: 4563.443848
	Iteration 13Q: 3 clusters Score -1102462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1102549.500000 Penalty: 4563.443848
	Iteration 14Q: 3 clusters Score -1102550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1102631.625000 Penalty: 4563.443848
	Iteration 15Q: 3 clusters Score -1102632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1102686.125000 Penalty: 4563.443848
	Iteration 16Q: 3 clusters Score -1102686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1102726.625000 Penalty: 4563.443848
	Iteration 17Q: 3 clusters Score -1102727 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1102760.000000 Penalty: 4563.443848
	Iteration 18Q: 3 clusters Score -1102760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1102780.500000 Penalty: 4563.443848
	Iteration 19Q: 3 clusters Score -1102780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1102794.250000 Penalty: 4563.443848
	Iteration 20F: 3 clusters Score -1102794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1102811.625000 Penalty: 4563.443848
	Iteration 21Q: 3 clusters Score -1102812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1102823.125000 Penalty: 4563.443848
	Iteration 22Q: 3 clusters Score -1102823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1102834.500000 Penalty: 4563.443848
	Iteration 23Q: 3 clusters Score -1102834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1102839.375000 Penalty: 4563.443848
	Iteration 24Q: 3 clusters Score -1102839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1102842.625000 Penalty: 4563.443848
	Iteration 25Q: 3 clusters Score -1102843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1102847.375000 Penalty: 4563.443848
	Iteration 26Q: 3 clusters Score -1102847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1102848.250000 Penalty: 4563.443848
	Iteration 27Q: 3 clusters Score -1102848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1102848.625000 Penalty: 4563.443848
	Iteration 28Q: 3 clusters Score -1102849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1102848.125000 Penalty: 4563.443848
	Iteration 29Q: 3 clusters Score -1102848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1102849.125000 Penalty: 4563.443848
	Iteration 30Q: 3 clusters Score -1102849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1102849.125000 Penalty: 4563.443848
	Iteration 31Q: 3 clusters Score -1102849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1102854.875000 Penalty: 4563.443848
	Iteration 32Q: 3 clusters Score -1102855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1102859.500000 Penalty: 4563.443848
	Iteration 33Q: 3 clusters Score -1102860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1102865.125000 Penalty: 4563.443848
	Iteration 34Q: 3 clusters Score -1102865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1102868.875000 Penalty: 4563.443848
	Iteration 35Q: 3 clusters Score -1102869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1102872.500000 Penalty: 4563.443848
	Iteration 36Q: 3 clusters Score -1102872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1102877.125000 Penalty: 4563.443848
	Iteration 37Q: 3 clusters Score -1102877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1102876.750000 Penalty: 4563.443848
	Iteration 38Q: 3 clusters Score -1102877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1102878.875000 Penalty: 4563.443848
	Iteration 39Q: 3 clusters Score -1102879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1102880.250000 Penalty: 4563.443848
	Iteration 40F: 3 clusters Score -1102880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1102881.125000 Penalty: 4563.443848
	Iteration 41Q: 3 clusters Score -1102881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1102882.375000 Penalty: 4563.443848
	Iteration 42Q: 3 clusters Score -1102882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1102884.625000 Penalty: 4563.443848
	Iteration 43Q: 3 clusters Score -1102885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1102886.500000 Penalty: 4563.443848
	Iteration 44Q: 3 clusters Score -1102886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1102886.875000 Penalty: 4563.443848
	Iteration 45Q: 3 clusters Score -1102887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1102884.500000 Penalty: 4563.443848
	Iteration 46Q: 3 clusters Score -1102884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1102885.000000 Penalty: 4563.443848
	Iteration 47Q: 3 clusters Score -1102885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1102887.000000 Penalty: 4563.443848
	Iteration 48Q: 3 clusters Score -1102887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1102891.875000 Penalty: 4563.443848
	Iteration 49Q: 3 clusters Score -1102892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1102894.750000 Penalty: 4563.443848
	Iteration 50Q: 3 clusters Score -1102895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1102897.375000 Penalty: 4563.443848
	Iteration 51Q: 3 clusters Score -1102897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1102900.500000 Penalty: 4563.443848
	Iteration 52Q: 3 clusters Score -1102900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1102900.375000 Penalty: 4563.443848
	Iteration 53Q: 3 clusters Score -1102900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1102900.625000 Penalty: 4563.443848
	Iteration 54Q: 3 clusters Score -1102901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1102900.625000 Penalty: 4563.443848
	Iteration 55Q: 3 clusters Score -1102901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1102900.625000 Penalty: 4563.443848
	Iteration 56F: 3 clusters Score -1102901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (104035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Entering Unmasked Estep 
Score: -11701326.000000 Penalty: 2865.015625
	Iteration 0F: 2 clusters Score -1.170133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -11631772.000000 Penalty: 5730.031250
	Iteration 0F: 3 clusters Score -1.163177e+07 nChanged 49171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -11659972.000000 Penalty: 5730.031250
	Iteration 1F: 3 clusters Score -1.165997e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -11660992.000000 Penalty: 5730.031250
	Iteration 2Q: 3 clusters Score -1.166099e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -11662170.000000 Penalty: 5730.031250
	Iteration 3Q: 3 clusters Score -1.166217e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -11663755.000000 Penalty: 5730.031250
	Iteration 4Q: 3 clusters Score -1.166376e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -11665990.000000 Penalty: 5730.031250
	Iteration 5Q: 3 clusters Score -1.166599e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -11668969.000000 Penalty: 5730.031250
	Iteration 6F: 3 clusters Score -1.166897e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -11672568.000000 Penalty: 5730.031250
	Iteration 7F: 3 clusters Score -1.167257e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -11676593.000000 Penalty: 5730.031250
	Iteration 8F: 3 clusters Score -1.167659e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -11680561.000000 Penalty: 5730.031250
	Iteration 9F: 3 clusters Score -1.168056e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -11683824.000000 Penalty: 5730.031250
	Iteration 10F: 3 clusters Score -1.168382e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -11685767.000000 Penalty: 5730.031250
	Iteration 11Q: 3 clusters Score -1.168577e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -11686817.000000 Penalty: 5730.031250
	Iteration 12Q: 3 clusters Score -1.168682e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -11687333.000000 Penalty: 5730.031250
	Iteration 13Q: 3 clusters Score -1.168733e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -11687649.000000 Penalty: 5730.031250
	Iteration 14Q: 3 clusters Score -1.168765e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -11688013.000000 Penalty: 5730.031250
	Iteration 15Q: 3 clusters Score -1.168801e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -11688389.000000 Penalty: 5730.031250
	Iteration 16Q: 3 clusters Score -1.168839e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -11688790.000000 Penalty: 5730.031250
	Iteration 17Q: 3 clusters Score -1.168879e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -11689313.000000 Penalty: 5730.031250
	Iteration 18Q: 3 clusters Score -1.168931e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -11689920.000000 Penalty: 5730.031250
	Iteration 19Q: 3 clusters Score -1.168992e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -11690450.000000 Penalty: 5730.031250
	Iteration 20F: 3 clusters Score -1.169045e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -11690932.000000 Penalty: 5730.031250
	Iteration 21Q: 3 clusters Score -1.169093e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -11691618.000000 Penalty: 5730.031250
	Iteration 22Q: 3 clusters Score -1.169162e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -11692150.000000 Penalty: 5730.031250
	Iteration 23Q: 3 clusters Score -1.169215e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -11692606.000000 Penalty: 5730.031250
	Iteration 24Q: 3 clusters Score -1.169261e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -11692962.000000 Penalty: 5730.031250
	Iteration 25Q: 3 clusters Score -1.169296e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -11693282.000000 Penalty: 5730.031250
	Iteration 26Q: 3 clusters Score -1.169328e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -11693642.000000 Penalty: 5730.031250
	Iteration 27Q: 3 clusters Score -1.169364e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -11693837.000000 Penalty: 5730.031250
	Iteration 28Q: 3 clusters Score -1.169384e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -11694024.000000 Penalty: 5730.031250
	Iteration 29Q: 3 clusters Score -1.169402e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -11694185.000000 Penalty: 5730.031250
	Iteration 30Q: 3 clusters Score -1.169418e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -11694299.000000 Penalty: 5730.031250
	Iteration 31Q: 3 clusters Score -1.16943e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -11694368.000000 Penalty: 5730.031250
	Iteration 32Q: 3 clusters Score -1.169437e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -11694436.000000 Penalty: 5730.031250
	Iteration 33Q: 3 clusters Score -1.169444e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -11694439.000000 Penalty: 5730.031250
	Iteration 34Q: 3 clusters Score -1.169444e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -11694444.000000 Penalty: 5730.031250
	Iteration 35Q: 3 clusters Score -1.169444e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -11694459.000000 Penalty: 5730.031250
	Iteration 36Q: 3 clusters Score -1.169446e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -11694427.000000 Penalty: 5730.031250
	Iteration 37Q: 3 clusters Score -1.169443e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -11694431.000000 Penalty: 5730.031250
	Iteration 38Q: 3 clusters Score -1.169443e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -11694451.000000 Penalty: 5730.031250
	Iteration 39Q: 3 clusters Score -1.169445e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -11694436.000000 Penalty: 5730.031250
	Iteration 40F: 3 clusters Score -1.169444e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -11694457.000000 Penalty: 5730.031250
	Iteration 41Q: 3 clusters Score -1.169446e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -11694476.000000 Penalty: 5730.031250
	Iteration 42Q: 3 clusters Score -1.169448e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -11694507.000000 Penalty: 5730.031250
	Iteration 43Q: 3 clusters Score -1.169451e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -11694512.000000 Penalty: 5730.031250
	Iteration 44Q: 3 clusters Score -1.169451e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -11694524.000000 Penalty: 5730.031250
	Iteration 45Q: 3 clusters Score -1.169452e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -11694551.000000 Penalty: 5730.031250
	Iteration 46Q: 3 clusters Score -1.169455e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -11694534.000000 Penalty: 5730.031250
	Iteration 47Q: 3 clusters Score -1.169453e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -11694552.000000 Penalty: 5730.031250
	Iteration 48Q: 3 clusters Score -1.169455e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -11694549.000000 Penalty: 5730.031250
	Iteration 49Q: 3 clusters Score -1.169455e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -11694570.000000 Penalty: 5730.031250
	Iteration 50Q: 3 clusters Score -1.169457e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -11694577.000000 Penalty: 5730.031250
	Iteration 51Q: 3 clusters Score -1.169458e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -11694569.000000 Penalty: 5730.031250
	Iteration 52Q: 3 clusters Score -1.169457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -11694564.000000 Penalty: 5730.031250
	Iteration 53Q: 3 clusters Score -1.169456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -11694588.000000 Penalty: 5730.031250
	Iteration 54Q: 3 clusters Score -1.169459e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -11694570.000000 Penalty: 5730.031250
	Iteration 55Q: 3 clusters Score -1.169457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -11694590.000000 Penalty: 5730.031250
	Iteration 56Q: 3 clusters Score -1.169459e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -11694585.000000 Penalty: 5730.031250
	Iteration 57Q: 3 clusters Score -1.169458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -11694592.000000 Penalty: 5730.031250
	Iteration 58Q: 3 clusters Score -1.169459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -11694591.000000 Penalty: 5730.031250
	Iteration 59Q: 3 clusters Score -1.169459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -11694590.000000 Penalty: 5730.031250
	Iteration 60F: 3 clusters Score -1.169459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -11694576.000000 Penalty: 5730.031250
	Iteration 61Q: 3 clusters Score -1.169458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -11694601.000000 Penalty: 5730.031250
	Iteration 62Q: 3 clusters Score -1.16946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -11694598.000000 Penalty: 5730.031250
	Iteration 63Q: 3 clusters Score -1.16946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -11694576.000000 Penalty: 5730.031250
	Iteration 64Q: 3 clusters Score -1.169458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -11694583.000000 Penalty: 5730.031250
	Iteration 65Q: 3 clusters Score -1.169458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -11694584.000000 Penalty: 5730.031250
	Iteration 66Q: 3 clusters Score -1.169458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -11694585.000000 Penalty: 5730.031250
	Iteration 67Q: 3 clusters Score -1.169458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -11694577.000000 Penalty: 5730.031250
	Iteration 68Q: 3 clusters Score -1.169458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -11694579.000000 Penalty: 5730.031250
	Iteration 69Q: 3 clusters Score -1.169458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -11694576.000000 Penalty: 5730.031250
	Iteration 70Q: 3 clusters Score -1.169458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -11694570.000000 Penalty: 5730.031250
	Iteration 71Q: 3 clusters Score -1.169457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -11694568.000000 Penalty: 5730.031250
	Iteration 72Q: 3 clusters Score -1.169457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -11694565.000000 Penalty: 5730.031250
	Iteration 73Q: 3 clusters Score -1.169456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -11694567.000000 Penalty: 5730.031250
	Iteration 74Q: 3 clusters Score -1.169457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -11694567.000000 Penalty: 5730.031250
	Iteration 75F: 3 clusters Score -1.169457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -372744.781250 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -372744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -369266.656250 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -369266.7 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -370061.375000 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -370061.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -370303.281250 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -370303.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -370459.718750 Penalty: 4042.632080
	Iteration 3F: 3 clusters Score -370459.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -370600.593750 Penalty: 4042.632080
	Iteration 4F: 3 clusters Score -370600.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -370727.406250 Penalty: 4042.632080
	Iteration 5Q: 3 clusters Score -370727.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -370826.187500 Penalty: 4042.632080
	Iteration 6Q: 3 clusters Score -370826.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -370919.906250 Penalty: 4042.632080
	Iteration 7Q: 3 clusters Score -370919.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -370988.031250 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -370988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -371037.281250 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -371037.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -371076.062500 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -371076.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -371113.937500 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -371113.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -371143.500000 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -371143.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -371161.031250 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -371161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -371178.781250 Penalty: 4042.632080
	Iteration 14Q: 3 clusters Score -371178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -371191.312500 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -371191.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -371203.437500 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -371203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -371211.593750 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -371211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -371224.218750 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -371224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -371229.531250 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -371229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -371234.125000 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -371234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -371238.312500 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -371238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -371239.906250 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -371239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -371242.875000 Penalty: 4042.632080
	Iteration 23Q: 3 clusters Score -371242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -371245.031250 Penalty: 4042.632080
	Iteration 24Q: 3 clusters Score -371245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -371248.937500 Penalty: 4042.632080
	Iteration 25Q: 3 clusters Score -371248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -371249.906250 Penalty: 4042.632080
	Iteration 26Q: 3 clusters Score -371249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -371249.906250 Penalty: 4042.632080
	Iteration 27F: 3 clusters Score -371249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -129132.929688 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -129132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127057.218750 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -127057.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127390.234375 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -127390.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127497.617188 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -127497.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127573.164062 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -127573.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127621.335938 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -127621.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127658.734375 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -127658.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127699.593750 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -127699.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127747.664062 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -127747.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127807.359375 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -127807.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127853.218750 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -127853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127869.640625 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -127869.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127891.679688 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -127891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127912.156250 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -127912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127923.210938 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -127923.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127929.476562 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -127929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127933.828125 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -127933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127936.750000 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -127936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127936.750000 Penalty: 3507.921387
	Iteration 17F: 3 clusters Score -127936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (239675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239675 members 
Entering Unmasked Estep 
Score: -27031048.000000 Penalty: 3071.985840
	Iteration 0F: 2 clusters Score -2.703105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 120000 members 
Entering Unmasked Estep 
Score: -26878570.000000 Penalty: 6143.971680
	Iteration 0F: 3 clusters Score -2.687857e+07 nChanged 115879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 123709 members 
Entering Unmasked Estep 
Score: -26946970.000000 Penalty: 6143.971680
	Iteration 1F: 3 clusters Score -2.694697e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113478 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -26948424.000000 Penalty: 6143.971680
	Iteration 2Q: 3 clusters Score -2.694842e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109685 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -26950678.000000 Penalty: 6143.971680
	Iteration 3Q: 3 clusters Score -2.695068e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 135782 members 
Entering Unmasked Estep 
Score: -26953842.000000 Penalty: 6143.971680
	Iteration 4Q: 3 clusters Score -2.695384e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95283 members 
Mstep: Class 2 contains 144392 members 
Entering Unmasked Estep 
Score: -26959480.000000 Penalty: 6143.971680
	Iteration 5F: 3 clusters Score -2.695948e+07 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 156315 members 
Entering Unmasked Estep 
Score: -26969204.000000 Penalty: 6143.971680
	Iteration 6F: 3 clusters Score -2.69692e+07 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 170199 members 
Entering Unmasked Estep 
Score: -26983524.000000 Penalty: 6143.971680
	Iteration 7F: 3 clusters Score -2.698352e+07 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -27002218.000000 Penalty: 6143.971680
	Iteration 8F: 3 clusters Score -2.700222e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 189550 members 
Entering Unmasked Estep 
Score: -27017750.000000 Penalty: 6143.971680
	Iteration 9F: 3 clusters Score -2.701775e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 191766 members 
Entering Unmasked Estep 
Score: -27023624.000000 Penalty: 6143.971680
	Iteration 10Q: 3 clusters Score -2.702362e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 193319 members 
Entering Unmasked Estep 
Score: -27025680.000000 Penalty: 6143.971680
	Iteration 11Q: 3 clusters Score -2.702568e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 194816 members 
Entering Unmasked Estep 
Score: -27027000.000000 Penalty: 6143.971680
	Iteration 12Q: 3 clusters Score -2.7027e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 196290 members 
Entering Unmasked Estep 
Score: -27027616.000000 Penalty: 6143.971680
	Iteration 13Q: 3 clusters Score -2.702762e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -27028246.000000 Penalty: 6143.971680
	Iteration 14Q: 3 clusters Score -2.702825e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 199110 members 
Entering Unmasked Estep 
Score: -27028718.000000 Penalty: 6143.971680
	Iteration 15Q: 3 clusters Score -2.702872e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 200545 members 
Entering Unmasked Estep 
Score: -27029098.000000 Penalty: 6143.971680
	Iteration 16Q: 3 clusters Score -2.70291e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 201914 members 
Entering Unmasked Estep 
Score: -27029420.000000 Penalty: 6143.971680
	Iteration 17Q: 3 clusters Score -2.702942e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 203235 members 
Entering Unmasked Estep 
Score: -27029592.000000 Penalty: 6143.971680
	Iteration 18Q: 3 clusters Score -2.702959e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 204483 members 
Entering Unmasked Estep 
Score: -27029784.000000 Penalty: 6143.971680
	Iteration 19Q: 3 clusters Score -2.702978e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 205733 members 
Entering Unmasked Estep 
Score: -27030136.000000 Penalty: 6143.971680
	Iteration 20F: 3 clusters Score -2.703014e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 206907 members 
Entering Unmasked Estep 
Score: -27030354.000000 Penalty: 6143.971680
	Iteration 21Q: 3 clusters Score -2.703035e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 208030 members 
Entering Unmasked Estep 
Score: -27030622.000000 Penalty: 6143.971680
	Iteration 22Q: 3 clusters Score -2.703062e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 209147 members 
Entering Unmasked Estep 
Score: -27030834.000000 Penalty: 6143.971680
	Iteration 23Q: 3 clusters Score -2.703083e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 210273 members 
Entering Unmasked Estep 
Score: -27031002.000000 Penalty: 6143.971680
	Iteration 24Q: 3 clusters Score -2.7031e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 211321 members 
Entering Unmasked Estep 
Score: -27031104.000000 Penalty: 6143.971680
	Iteration 25Q: 3 clusters Score -2.70311e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 212275 members 
Entering Unmasked Estep 
Score: -27031186.000000 Penalty: 6143.971680
	Iteration 26Q: 3 clusters Score -2.703119e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 213232 members 
Entering Unmasked Estep 
Score: -27031306.000000 Penalty: 6143.971680
	Iteration 27Q: 3 clusters Score -2.703131e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 214200 members 
Entering Unmasked Estep 
Score: -27031440.000000 Penalty: 6143.971680
	Iteration 28Q: 3 clusters Score -2.703144e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 215167 members 
Entering Unmasked Estep 
Score: -27031480.000000 Penalty: 6143.971680
	Iteration 29Q: 3 clusters Score -2.703148e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 216107 members 
Entering Unmasked Estep 
Score: -27031506.000000 Penalty: 6143.971680
	Iteration 30Q: 3 clusters Score -2.703151e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 216976 members 
Entering Unmasked Estep 
Score: -27031740.000000 Penalty: 6143.971680
	Iteration 31Q: 3 clusters Score -2.703174e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 217838 members 
Entering Unmasked Estep 
Score: -27031930.000000 Penalty: 6143.971680
	Iteration 32Q: 3 clusters Score -2.703193e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 218671 members 
Entering Unmasked Estep 
Score: -27032062.000000 Penalty: 6143.971680
	Iteration 33Q: 3 clusters Score -2.703206e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 219476 members 
Entering Unmasked Estep 
Score: -27032284.000000 Penalty: 6143.971680
	Iteration 34Q: 3 clusters Score -2.703228e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 220252 members 
Entering Unmasked Estep 
Score: -27032316.000000 Penalty: 6143.971680
	Iteration 35Q: 3 clusters Score -2.703232e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 220977 members 
Entering Unmasked Estep 
Score: -27032464.000000 Penalty: 6143.971680
	Iteration 36Q: 3 clusters Score -2.703246e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 221663 members 
Entering Unmasked Estep 
Score: -27032414.000000 Penalty: 6143.971680
	Iteration 37Q: 3 clusters Score -2.703241e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 222291 members 
Entering Unmasked Estep 
Score: -27032346.000000 Penalty: 6143.971680
	Iteration 38Q: 3 clusters Score -2.703235e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 222864 members 
Entering Unmasked Estep 
Score: -27032326.000000 Penalty: 6143.971680
	Iteration 39Q: 3 clusters Score -2.703233e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 223433 members 
Entering Unmasked Estep 
Score: -27032294.000000 Penalty: 6143.971680
	Iteration 40F: 3 clusters Score -2.703229e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 224000 members 
Entering Unmasked Estep 
Score: -27032216.000000 Penalty: 6143.971680
	Iteration 41Q: 3 clusters Score -2.703222e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 224559 members 
Entering Unmasked Estep 
Score: -27032156.000000 Penalty: 6143.971680
	Iteration 42Q: 3 clusters Score -2.703216e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 225104 members 
Entering Unmasked Estep 
Score: -27032004.000000 Penalty: 6143.971680
	Iteration 43Q: 3 clusters Score -2.7032e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 225627 members 
Entering Unmasked Estep 
Score: -27031914.000000 Penalty: 6143.971680
	Iteration 44Q: 3 clusters Score -2.703191e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 226104 members 
Entering Unmasked Estep 
Score: -27031788.000000 Penalty: 6143.971680
	Iteration 45Q: 3 clusters Score -2.703179e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 226559 members 
Entering Unmasked Estep 
Score: -27031744.000000 Penalty: 6143.971680
	Iteration 46Q: 3 clusters Score -2.703174e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 227000 members 
Entering Unmasked Estep 
Score: -27031598.000000 Penalty: 6143.971680
	Iteration 47Q: 3 clusters Score -2.70316e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 227434 members 
Entering Unmasked Estep 
Score: -27031602.000000 Penalty: 6143.971680
	Iteration 48Q: 3 clusters Score -2.70316e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 227819 members 
Entering Unmasked Estep 
Score: -27031520.000000 Penalty: 6143.971680
	Iteration 49Q: 3 clusters Score -2.703152e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 228175 members 
Entering Unmasked Estep 
Score: -27031440.000000 Penalty: 6143.971680
	Iteration 50Q: 3 clusters Score -2.703144e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 228488 members 
Entering Unmasked Estep 
Score: -27031370.000000 Penalty: 6143.971680
	Iteration 51Q: 3 clusters Score -2.703137e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 228786 members 
Entering Unmasked Estep 
Score: -27031332.000000 Penalty: 6143.971680
	Iteration 52Q: 3 clusters Score -2.703133e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 229063 members 
Entering Unmasked Estep 
Score: -27031300.000000 Penalty: 6143.971680
	Iteration 53Q: 3 clusters Score -2.70313e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 229332 members 
Entering Unmasked Estep 
Score: -27031250.000000 Penalty: 6143.971680
	Iteration 54Q: 3 clusters Score -2.703125e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 229613 members 
Entering Unmasked Estep 
Score: -27031266.000000 Penalty: 6143.971680
	Iteration 55Q: 3 clusters Score -2.703127e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 229896 members 
Entering Unmasked Estep 
Score: -27031194.000000 Penalty: 6143.971680
	Iteration 56Q: 3 clusters Score -2.703119e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 230151 members 
Entering Unmasked Estep 
Score: -27031094.000000 Penalty: 6143.971680
	Iteration 57Q: 3 clusters Score -2.703109e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 230412 members 
Entering Unmasked Estep 
Score: -27031042.000000 Penalty: 6143.971680
	Iteration 58Q: 3 clusters Score -2.703104e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 230668 members 
Entering Unmasked Estep 
Score: -27030986.000000 Penalty: 6143.971680
	Iteration 59Q: 3 clusters Score -2.703099e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 230930 members 
Entering Unmasked Estep 
Score: -27030900.000000 Penalty: 6143.971680
	Iteration 60F: 3 clusters Score -2.70309e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 231196 members 
Entering Unmasked Estep 
Score: -27030818.000000 Penalty: 6143.971680
	Iteration 61Q: 3 clusters Score -2.703082e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 231440 members 
Entering Unmasked Estep 
Score: -27030750.000000 Penalty: 6143.971680
	Iteration 62Q: 3 clusters Score -2.703075e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 231681 members 
Entering Unmasked Estep 
Score: -27030674.000000 Penalty: 6143.971680
	Iteration 63Q: 3 clusters Score -2.703067e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 231914 members 
Entering Unmasked Estep 
Score: -27030632.000000 Penalty: 6143.971680
	Iteration 64Q: 3 clusters Score -2.703063e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 232139 members 
Entering Unmasked Estep 
Score: -27030562.000000 Penalty: 6143.971680
	Iteration 65Q: 3 clusters Score -2.703056e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 232334 members 
Entering Unmasked Estep 
Score: -27030554.000000 Penalty: 6143.971680
	Iteration 66Q: 3 clusters Score -2.703055e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 232502 members 
Entering Unmasked Estep 
Score: -27030556.000000 Penalty: 6143.971680
	Iteration 67Q: 3 clusters Score -2.703056e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 232667 members 
Entering Unmasked Estep 
Score: -27030528.000000 Penalty: 6143.971680
	Iteration 68Q: 3 clusters Score -2.703053e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 232833 members 
Entering Unmasked Estep 
Score: -27030494.000000 Penalty: 6143.971680
	Iteration 69Q: 3 clusters Score -2.703049e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 232988 members 
Entering Unmasked Estep 
Score: -27030402.000000 Penalty: 6143.971680
	Iteration 70Q: 3 clusters Score -2.70304e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 233140 members 
Entering Unmasked Estep 
Score: -27030442.000000 Penalty: 6143.971680
	Iteration 71Q: 3 clusters Score -2.703044e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 233292 members 
Entering Unmasked Estep 
Score: -27030372.000000 Penalty: 6143.971680
	Iteration 72Q: 3 clusters Score -2.703037e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 233455 members 
Entering Unmasked Estep 
Score: -27030264.000000 Penalty: 6143.971680
	Iteration 73Q: 3 clusters Score -2.703026e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 233620 members 
Entering Unmasked Estep 
Score: -27030218.000000 Penalty: 6143.971680
	Iteration 74Q: 3 clusters Score -2.703022e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 233785 members 
Entering Unmasked Estep 
Score: -27030108.000000 Penalty: 6143.971680
	Iteration 75Q: 3 clusters Score -2.703011e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 233942 members 
Entering Unmasked Estep 
Score: -27030042.000000 Penalty: 6143.971680
	Iteration 76Q: 3 clusters Score -2.703004e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 234068 members 
Entering Unmasked Estep 
Score: -27030004.000000 Penalty: 6143.971680
	Iteration 77Q: 3 clusters Score -2.703e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 234205 members 
Entering Unmasked Estep 
Score: -27029966.000000 Penalty: 6143.971680
	Iteration 78Q: 3 clusters Score -2.702997e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 234336 members 
Entering Unmasked Estep 
Score: -27029954.000000 Penalty: 6143.971680
	Iteration 79Q: 3 clusters Score -2.702995e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 234465 members 
Entering Unmasked Estep 
Score: -27029946.000000 Penalty: 6143.971680
	Iteration 80F: 3 clusters Score -2.702995e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 234583 members 
Entering Unmasked Estep 
Score: -27029878.000000 Penalty: 6143.971680
	Iteration 81Q: 3 clusters Score -2.702988e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 234713 members 
Entering Unmasked Estep 
Score: -27029814.000000 Penalty: 6143.971680
	Iteration 82Q: 3 clusters Score -2.702981e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 234844 members 
Entering Unmasked Estep 
Score: -27029816.000000 Penalty: 6143.971680
	Iteration 83Q: 3 clusters Score -2.702982e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 234959 members 
Entering Unmasked Estep 
Score: -27029778.000000 Penalty: 6143.971680
	Iteration 84Q: 3 clusters Score -2.702978e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 235053 members 
Entering Unmasked Estep 
Score: -27029806.000000 Penalty: 6143.971680
	Iteration 85Q: 3 clusters Score -2.702981e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 235140 members 
Entering Unmasked Estep 
Score: -27029800.000000 Penalty: 6143.971680
	Iteration 86Q: 3 clusters Score -2.70298e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 235232 members 
Entering Unmasked Estep 
Score: -27029814.000000 Penalty: 6143.971680
	Iteration 87Q: 3 clusters Score -2.702981e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 235326 members 
Entering Unmasked Estep 
Score: -27029840.000000 Penalty: 6143.971680
	Iteration 88Q: 3 clusters Score -2.702984e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 235428 members 
Entering Unmasked Estep 
Score: -27029800.000000 Penalty: 6143.971680
	Iteration 89Q: 3 clusters Score -2.70298e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 235517 members 
Entering Unmasked Estep 
Score: -27029730.000000 Penalty: 6143.971680
	Iteration 90Q: 3 clusters Score -2.702973e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 235596 members 
Entering Unmasked Estep 
Score: -27029712.000000 Penalty: 6143.971680
	Iteration 91Q: 3 clusters Score -2.702971e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 235685 members 
Entering Unmasked Estep 
Score: -27029740.000000 Penalty: 6143.971680
	Iteration 92Q: 3 clusters Score -2.702974e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 235764 members 
Entering Unmasked Estep 
Score: -27029690.000000 Penalty: 6143.971680
	Iteration 93Q: 3 clusters Score -2.702969e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 235849 members 
Entering Unmasked Estep 
Score: -27029610.000000 Penalty: 6143.971680
	Iteration 94Q: 3 clusters Score -2.702961e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 235929 members 
Entering Unmasked Estep 
Score: -27029608.000000 Penalty: 6143.971680
	Iteration 95Q: 3 clusters Score -2.702961e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 236014 members 
Entering Unmasked Estep 
Score: -27029618.000000 Penalty: 6143.971680
	Iteration 96Q: 3 clusters Score -2.702962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 236091 members 
Entering Unmasked Estep 
Score: -27029592.000000 Penalty: 6143.971680
	Iteration 97Q: 3 clusters Score -2.702959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 236179 members 
Entering Unmasked Estep 
Score: -27029538.000000 Penalty: 6143.971680
	Iteration 98Q: 3 clusters Score -2.702954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 236268 members 
Entering Unmasked Estep 
Score: -27029514.000000 Penalty: 6143.971680
	Iteration 99Q: 3 clusters Score -2.702951e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 236352 members 
Entering Unmasked Estep 
Score: -27029504.000000 Penalty: 6143.971680
	Iteration 100F: 3 clusters Score -2.70295e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 236419 members 
Entering Unmasked Estep 
Score: -27029510.000000 Penalty: 6143.971680
	Iteration 101Q: 3 clusters Score -2.702951e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 236480 members 
Entering Unmasked Estep 
Score: -27029498.000000 Penalty: 6143.971680
	Iteration 102Q: 3 clusters Score -2.70295e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 236534 members 
Entering Unmasked Estep 
Score: -27029508.000000 Penalty: 6143.971680
	Iteration 103Q: 3 clusters Score -2.702951e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 236591 members 
Entering Unmasked Estep 
Score: -27029480.000000 Penalty: 6143.971680
	Iteration 104Q: 3 clusters Score -2.702948e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 236640 members 
Entering Unmasked Estep 
Score: -27029444.000000 Penalty: 6143.971680
	Iteration 105Q: 3 clusters Score -2.702944e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 236710 members 
Entering Unmasked Estep 
Score: -27029424.000000 Penalty: 6143.971680
	Iteration 106Q: 3 clusters Score -2.702942e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 236779 members 
Entering Unmasked Estep 
Score: -27029390.000000 Penalty: 6143.971680
	Iteration 107Q: 3 clusters Score -2.702939e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 236838 members 
Entering Unmasked Estep 
Score: -27029398.000000 Penalty: 6143.971680
	Iteration 108Q: 3 clusters Score -2.70294e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 236907 members 
Entering Unmasked Estep 
Score: -27029368.000000 Penalty: 6143.971680
	Iteration 109Q: 3 clusters Score -2.702937e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 236974 members 
Entering Unmasked Estep 
Score: -27029350.000000 Penalty: 6143.971680
	Iteration 110Q: 3 clusters Score -2.702935e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 237035 members 
Entering Unmasked Estep 
Score: -27029340.000000 Penalty: 6143.971680
	Iteration 111Q: 3 clusters Score -2.702934e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 237086 members 
Entering Unmasked Estep 
Score: -27029360.000000 Penalty: 6143.971680
	Iteration 112Q: 3 clusters Score -2.702936e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 237132 members 
Entering Unmasked Estep 
Score: -27029320.000000 Penalty: 6143.971680
	Iteration 113Q: 3 clusters Score -2.702932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 237179 members 
Entering Unmasked Estep 
Score: -27029316.000000 Penalty: 6143.971680
	Iteration 114Q: 3 clusters Score -2.702932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 237224 members 
Entering Unmasked Estep 
Score: -27029298.000000 Penalty: 6143.971680
	Iteration 115Q: 3 clusters Score -2.70293e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 237271 members 
Entering Unmasked Estep 
Score: -27029286.000000 Penalty: 6143.971680
	Iteration 116Q: 3 clusters Score -2.702929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 237317 members 
Entering Unmasked Estep 
Score: -27029264.000000 Penalty: 6143.971680
	Iteration 117Q: 3 clusters Score -2.702926e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 237364 members 
Entering Unmasked Estep 
Score: -27029254.000000 Penalty: 6143.971680
	Iteration 118Q: 3 clusters Score -2.702925e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 237407 members 
Entering Unmasked Estep 
Score: -27029218.000000 Penalty: 6143.971680
	Iteration 119Q: 3 clusters Score -2.702922e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 237453 members 
Entering Unmasked Estep 
Score: -27029166.000000 Penalty: 6143.971680
	Iteration 120F: 3 clusters Score -2.702917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 237495 members 
Entering Unmasked Estep 
Score: -27029140.000000 Penalty: 6143.971680
	Iteration 121Q: 3 clusters Score -2.702914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 237538 members 
Entering Unmasked Estep 
Score: -27029136.000000 Penalty: 6143.971680
	Iteration 122Q: 3 clusters Score -2.702914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 237580 members 
Entering Unmasked Estep 
Score: -27029124.000000 Penalty: 6143.971680
	Iteration 123Q: 3 clusters Score -2.702912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 237624 members 
Entering Unmasked Estep 
Score: -27029086.000000 Penalty: 6143.971680
	Iteration 124Q: 3 clusters Score -2.702909e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 237667 members 
Entering Unmasked Estep 
Score: -27029082.000000 Penalty: 6143.971680
	Iteration 125Q: 3 clusters Score -2.702908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 237706 members 
Entering Unmasked Estep 
Score: -27029088.000000 Penalty: 6143.971680
	Iteration 126Q: 3 clusters Score -2.702909e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 237745 members 
Entering Unmasked Estep 
Score: -27029096.000000 Penalty: 6143.971680
	Iteration 127Q: 3 clusters Score -2.70291e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 237788 members 
Entering Unmasked Estep 
Score: -27029084.000000 Penalty: 6143.971680
	Iteration 128Q: 3 clusters Score -2.702908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 237821 members 
Entering Unmasked Estep 
Score: -27029086.000000 Penalty: 6143.971680
	Iteration 129Q: 3 clusters Score -2.702909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 237841 members 
Entering Unmasked Estep 
Score: -27029102.000000 Penalty: 6143.971680
	Iteration 130Q: 3 clusters Score -2.70291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 237859 members 
Entering Unmasked Estep 
Score: -27029088.000000 Penalty: 6143.971680
	Iteration 131Q: 3 clusters Score -2.702909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 237883 members 
Entering Unmasked Estep 
Score: -27029074.000000 Penalty: 6143.971680
	Iteration 132Q: 3 clusters Score -2.702907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 237902 members 
Entering Unmasked Estep 
Score: -27029082.000000 Penalty: 6143.971680
	Iteration 133Q: 3 clusters Score -2.702908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 237915 members 
Entering Unmasked Estep 
Score: -27029076.000000 Penalty: 6143.971680
	Iteration 134Q: 3 clusters Score -2.702908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 237930 members 
Entering Unmasked Estep 
Score: -27029086.000000 Penalty: 6143.971680
	Iteration 135Q: 3 clusters Score -2.702909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 237941 members 
Entering Unmasked Estep 
Score: -27029102.000000 Penalty: 6143.971680
	Iteration 136Q: 3 clusters Score -2.70291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 237949 members 
Entering Unmasked Estep 
Score: -27029096.000000 Penalty: 6143.971680
	Iteration 137Q: 3 clusters Score -2.70291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 237962 members 
Entering Unmasked Estep 
Score: -27029092.000000 Penalty: 6143.971680
	Iteration 138Q: 3 clusters Score -2.702909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 237970 members 
Entering Unmasked Estep 
Score: -27029084.000000 Penalty: 6143.971680
	Iteration 139Q: 3 clusters Score -2.702908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 237980 members 
Entering Unmasked Estep 
Score: -27029084.000000 Penalty: 6143.971680
	Iteration 140F: 3 clusters Score -2.702908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 237997 members 
Entering Unmasked Estep 
Score: -27029082.000000 Penalty: 6143.971680
	Iteration 141Q: 3 clusters Score -2.702908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 238012 members 
Entering Unmasked Estep 
Score: -27029060.000000 Penalty: 6143.971680
	Iteration 142Q: 3 clusters Score -2.702906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 238031 members 
Entering Unmasked Estep 
Score: -27029072.000000 Penalty: 6143.971680
	Iteration 143Q: 3 clusters Score -2.702907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 238056 members 
Entering Unmasked Estep 
Score: -27029050.000000 Penalty: 6143.971680
	Iteration 144Q: 3 clusters Score -2.702905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 238077 members 
Entering Unmasked Estep 
Score: -27029050.000000 Penalty: 6143.971680
	Iteration 145Q: 3 clusters Score -2.702905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 238105 members 
Entering Unmasked Estep 
Score: -27029034.000000 Penalty: 6143.971680
	Iteration 146Q: 3 clusters Score -2.702903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 238123 members 
Entering Unmasked Estep 
Score: -27029034.000000 Penalty: 6143.971680
	Iteration 147Q: 3 clusters Score -2.702903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 238141 members 
Entering Unmasked Estep 
Score: -27029036.000000 Penalty: 6143.971680
	Iteration 148Q: 3 clusters Score -2.702904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 238158 members 
Entering Unmasked Estep 
Score: -27029024.000000 Penalty: 6143.971680
	Iteration 149Q: 3 clusters Score -2.702902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 238174 members 
Entering Unmasked Estep 
Score: -27029038.000000 Penalty: 6143.971680
	Iteration 150Q: 3 clusters Score -2.702904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 238183 members 
Entering Unmasked Estep 
Score: -27029048.000000 Penalty: 6143.971680
	Iteration 151Q: 3 clusters Score -2.702905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 238196 members 
Entering Unmasked Estep 
Score: -27029068.000000 Penalty: 6143.971680
	Iteration 152Q: 3 clusters Score -2.702907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 238204 members 
Entering Unmasked Estep 
Score: -27029088.000000 Penalty: 6143.971680
	Iteration 153Q: 3 clusters Score -2.702909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 238209 members 
Entering Unmasked Estep 
Score: -27029084.000000 Penalty: 6143.971680
	Iteration 154Q: 3 clusters Score -2.702908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 238212 members 
Entering Unmasked Estep 
Score: -27029066.000000 Penalty: 6143.971680
	Iteration 155Q: 3 clusters Score -2.702907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 238216 members 
Entering Unmasked Estep 
Score: -27029092.000000 Penalty: 6143.971680
	Iteration 156Q: 3 clusters Score -2.702909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 238218 members 
Entering Unmasked Estep 
Score: -27029080.000000 Penalty: 6143.971680
	Iteration 157Q: 3 clusters Score -2.702908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 238223 members 
Entering Unmasked Estep 
Score: -27029052.000000 Penalty: 6143.971680
	Iteration 158Q: 3 clusters Score -2.702905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 238228 members 
Entering Unmasked Estep 
Score: -27029060.000000 Penalty: 6143.971680
	Iteration 159Q: 3 clusters Score -2.702906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 238237 members 
Entering Unmasked Estep 
Score: -27029054.000000 Penalty: 6143.971680
	Iteration 160F: 3 clusters Score -2.702905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 238246 members 
Entering Unmasked Estep 
Score: -27029066.000000 Penalty: 6143.971680
	Iteration 161Q: 3 clusters Score -2.702907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 238251 members 
Entering Unmasked Estep 
Score: -27029076.000000 Penalty: 6143.971680
	Iteration 162Q: 3 clusters Score -2.702908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 238259 members 
Entering Unmasked Estep 
Score: -27029076.000000 Penalty: 6143.971680
	Iteration 163Q: 3 clusters Score -2.702908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 238265 members 
Entering Unmasked Estep 
Score: -27029084.000000 Penalty: 6143.971680
	Iteration 164Q: 3 clusters Score -2.702908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 238270 members 
Entering Unmasked Estep 
Score: -27029084.000000 Penalty: 6143.971680
	Iteration 165Q: 3 clusters Score -2.702908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 238274 members 
Entering Unmasked Estep 
Score: -27029078.000000 Penalty: 6143.971680
	Iteration 166Q: 3 clusters Score -2.702908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 238281 members 
Entering Unmasked Estep 
Score: -27029066.000000 Penalty: 6143.971680
	Iteration 167Q: 3 clusters Score -2.702907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 238283 members 
Entering Unmasked Estep 
Score: -27029078.000000 Penalty: 6143.971680
	Iteration 168Q: 3 clusters Score -2.702908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 238283 members 
Entering Unmasked Estep 
Score: -27029078.000000 Penalty: 6143.971680
	Iteration 169F: 3 clusters Score -2.702908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -78723.468750 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -78723.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77005.804688 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -77005.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77213.914062 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -77213.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77270.289062 Penalty: 3261.237549
	Iteration 2Q: 3 clusters Score -77270.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77296.554688 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -77296.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77308.382812 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -77308.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77313.007812 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -77313.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77313.007812 Penalty: 3261.237549
	Iteration 6F: 3 clusters Score -77313.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Entering Unmasked Estep 
Score: -983862.937500 Penalty: 2241.808838
	Iteration 0F: 2 clusters Score -983862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -977167.750000 Penalty: 4483.617676
	Iteration 0F: 3 clusters Score -977167.8 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -979006.125000 Penalty: 4483.617676
	Iteration 1F: 3 clusters Score -979006.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -979285.500000 Penalty: 4483.617676
	Iteration 2F: 3 clusters Score -979285.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -979514.937500 Penalty: 4483.617676
	Iteration 3F: 3 clusters Score -979514.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -979721.812500 Penalty: 4483.617676
	Iteration 4Q: 3 clusters Score -979721.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -979908.000000 Penalty: 4483.617676
	Iteration 5Q: 3 clusters Score -979908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -980128.812500 Penalty: 4483.617676
	Iteration 6Q: 3 clusters Score -980128.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -980387.375000 Penalty: 4483.617676
	Iteration 7Q: 3 clusters Score -980387.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -980653.187500 Penalty: 4483.617676
	Iteration 8Q: 3 clusters Score -980653.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -980905.500000 Penalty: 4483.617676
	Iteration 9Q: 3 clusters Score -980905.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -981161.000000 Penalty: 4483.617676
	Iteration 10Q: 3 clusters Score -981161 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -981362.625000 Penalty: 4483.617676
	Iteration 11Q: 3 clusters Score -981362.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -981510.312500 Penalty: 4483.617676
	Iteration 12Q: 3 clusters Score -981510.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -981607.000000 Penalty: 4483.617676
	Iteration 13Q: 3 clusters Score -981607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -981682.187500 Penalty: 4483.617676
	Iteration 14Q: 3 clusters Score -981682.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -981732.812500 Penalty: 4483.617676
	Iteration 15Q: 3 clusters Score -981732.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -981754.187500 Penalty: 4483.617676
	Iteration 16Q: 3 clusters Score -981754.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -981776.437500 Penalty: 4483.617676
	Iteration 17Q: 3 clusters Score -981776.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -981806.125000 Penalty: 4483.617676
	Iteration 18Q: 3 clusters Score -981806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -981824.062500 Penalty: 4483.617676
	Iteration 19Q: 3 clusters Score -981824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -981844.250000 Penalty: 4483.617676
	Iteration 20F: 3 clusters Score -981844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -981856.000000 Penalty: 4483.617676
	Iteration 21Q: 3 clusters Score -981856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -981865.750000 Penalty: 4483.617676
	Iteration 22Q: 3 clusters Score -981865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -981874.250000 Penalty: 4483.617676
	Iteration 23Q: 3 clusters Score -981874.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -981880.125000 Penalty: 4483.617676
	Iteration 24Q: 3 clusters Score -981880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -981883.125000 Penalty: 4483.617676
	Iteration 25Q: 3 clusters Score -981883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -981883.875000 Penalty: 4483.617676
	Iteration 26Q: 3 clusters Score -981883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -981885.000000 Penalty: 4483.617676
	Iteration 27Q: 3 clusters Score -981885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -981885.687500 Penalty: 4483.617676
	Iteration 28Q: 3 clusters Score -981885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -981888.812500 Penalty: 4483.617676
	Iteration 29Q: 3 clusters Score -981888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -981888.250000 Penalty: 4483.617676
	Iteration 30Q: 3 clusters Score -981888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -981888.250000 Penalty: 4483.617676
	Iteration 31F: 3 clusters Score -981888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24247.132812 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24247.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24298.287109 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24298.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24307.267578 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24307.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24307.267578 Penalty: 2740.624756
	Iteration 3F: 3 clusters Score -24307.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Entering Unmasked Estep 
Score: -4310276.500000 Penalty: 2616.682861
	Iteration 0F: 2 clusters Score -4310276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4284476.500000 Penalty: 5233.365723
	Iteration 0F: 3 clusters Score -4284476 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4294474.500000 Penalty: 5233.365723
	Iteration 1F: 3 clusters Score -4294474 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4295884.000000 Penalty: 5233.365723
	Iteration 2F: 3 clusters Score -4295884 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4297576.000000 Penalty: 5233.365723
	Iteration 3F: 3 clusters Score -4297576 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4299607.500000 Penalty: 5233.365723
	Iteration 4F: 3 clusters Score -4299608 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -4301883.500000 Penalty: 5233.365723
	Iteration 5F: 3 clusters Score -4301884 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -4304283.000000 Penalty: 5233.365723
	Iteration 6F: 3 clusters Score -4304283 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4306334.000000 Penalty: 5233.365723
	Iteration 7F: 3 clusters Score -4306334 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4307419.000000 Penalty: 5233.365723
	Iteration 8Q: 3 clusters Score -4307419 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -4307933.000000 Penalty: 5233.365723
	Iteration 9Q: 3 clusters Score -4307933 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4308194.500000 Penalty: 5233.365723
	Iteration 10Q: 3 clusters Score -4308194 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4308315.500000 Penalty: 5233.365723
	Iteration 11Q: 3 clusters Score -4308316 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4308410.500000 Penalty: 5233.365723
	Iteration 12Q: 3 clusters Score -4308410 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4308486.000000 Penalty: 5233.365723
	Iteration 13Q: 3 clusters Score -4308486 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -4308530.500000 Penalty: 5233.365723
	Iteration 14Q: 3 clusters Score -4308530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4308565.000000 Penalty: 5233.365723
	Iteration 15Q: 3 clusters Score -4308565 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4308623.500000 Penalty: 5233.365723
	Iteration 16Q: 3 clusters Score -4308624 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -4308648.000000 Penalty: 5233.365723
	Iteration 17Q: 3 clusters Score -4308648 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4308698.500000 Penalty: 5233.365723
	Iteration 18Q: 3 clusters Score -4308698 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4308743.500000 Penalty: 5233.365723
	Iteration 19Q: 3 clusters Score -4308744 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4308785.000000 Penalty: 5233.365723
	Iteration 20F: 3 clusters Score -4308785 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4308829.500000 Penalty: 5233.365723
	Iteration 21Q: 3 clusters Score -4308830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4308868.500000 Penalty: 5233.365723
	Iteration 22Q: 3 clusters Score -4308868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4308899.000000 Penalty: 5233.365723
	Iteration 23Q: 3 clusters Score -4308899 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4308921.500000 Penalty: 5233.365723
	Iteration 24Q: 3 clusters Score -4308922 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4308939.000000 Penalty: 5233.365723
	Iteration 25Q: 3 clusters Score -4308939 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4308961.000000 Penalty: 5233.365723
	Iteration 26Q: 3 clusters Score -4308961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4308979.000000 Penalty: 5233.365723
	Iteration 27Q: 3 clusters Score -4308979 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4309008.000000 Penalty: 5233.365723
	Iteration 28Q: 3 clusters Score -4309008 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4309005.500000 Penalty: 5233.365723
	Iteration 29Q: 3 clusters Score -4309006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4309036.000000 Penalty: 5233.365723
	Iteration 30Q: 3 clusters Score -4309036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4309047.500000 Penalty: 5233.365723
	Iteration 31Q: 3 clusters Score -4309048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4309071.500000 Penalty: 5233.365723
	Iteration 32Q: 3 clusters Score -4309072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4309073.000000 Penalty: 5233.365723
	Iteration 33Q: 3 clusters Score -4309073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4309094.500000 Penalty: 5233.365723
	Iteration 34Q: 3 clusters Score -4309094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4309094.500000 Penalty: 5233.365723
	Iteration 35Q: 3 clusters Score -4309094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4309116.500000 Penalty: 5233.365723
	Iteration 36Q: 3 clusters Score -4309116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4309131.500000 Penalty: 5233.365723
	Iteration 37Q: 3 clusters Score -4309132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4309148.500000 Penalty: 5233.365723
	Iteration 38Q: 3 clusters Score -4309148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4309147.500000 Penalty: 5233.365723
	Iteration 39Q: 3 clusters Score -4309148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4309158.500000 Penalty: 5233.365723
	Iteration 40F: 3 clusters Score -4309158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4309162.500000 Penalty: 5233.365723
	Iteration 41Q: 3 clusters Score -4309162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4309163.000000 Penalty: 5233.365723
	Iteration 42Q: 3 clusters Score -4309163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4309173.500000 Penalty: 5233.365723
	Iteration 43Q: 3 clusters Score -4309174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4309184.000000 Penalty: 5233.365723
	Iteration 44Q: 3 clusters Score -4309184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4309188.000000 Penalty: 5233.365723
	Iteration 45Q: 3 clusters Score -4309188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4309203.000000 Penalty: 5233.365723
	Iteration 46Q: 3 clusters Score -4309203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4309202.000000 Penalty: 5233.365723
	Iteration 47Q: 3 clusters Score -4309202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4309212.000000 Penalty: 5233.365723
	Iteration 48Q: 3 clusters Score -4309212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4309220.000000 Penalty: 5233.365723
	Iteration 49Q: 3 clusters Score -4309220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4309218.500000 Penalty: 5233.365723
	Iteration 50Q: 3 clusters Score -4309218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4309231.500000 Penalty: 5233.365723
	Iteration 51Q: 3 clusters Score -4309232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4309242.500000 Penalty: 5233.365723
	Iteration 52Q: 3 clusters Score -4309242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4309248.500000 Penalty: 5233.365723
	Iteration 53Q: 3 clusters Score -4309248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4309250.000000 Penalty: 5233.365723
	Iteration 54Q: 3 clusters Score -4309250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4309267.500000 Penalty: 5233.365723
	Iteration 55Q: 3 clusters Score -4309268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4309267.500000 Penalty: 5233.365723
	Iteration 56Q: 3 clusters Score -4309268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4309281.500000 Penalty: 5233.365723
	Iteration 57Q: 3 clusters Score -4309282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4309281.500000 Penalty: 5233.365723
	Iteration 58Q: 3 clusters Score -4309282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4309279.500000 Penalty: 5233.365723
	Iteration 59Q: 3 clusters Score -4309280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4309273.000000 Penalty: 5233.365723
	Iteration 60F: 3 clusters Score -4309273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4309291.500000 Penalty: 5233.365723
	Iteration 61Q: 3 clusters Score -4309292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4309287.500000 Penalty: 5233.365723
	Iteration 62Q: 3 clusters Score -4309288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4309296.000000 Penalty: 5233.365723
	Iteration 63Q: 3 clusters Score -4309296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4309285.500000 Penalty: 5233.365723
	Iteration 64Q: 3 clusters Score -4309286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4309296.500000 Penalty: 5233.365723
	Iteration 65Q: 3 clusters Score -4309296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4309300.500000 Penalty: 5233.365723
	Iteration 66Q: 3 clusters Score -4309300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4309309.500000 Penalty: 5233.365723
	Iteration 67Q: 3 clusters Score -4309310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4309315.000000 Penalty: 5233.365723
	Iteration 68Q: 3 clusters Score -4309315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4309313.500000 Penalty: 5233.365723
	Iteration 69Q: 3 clusters Score -4309314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4309313.000000 Penalty: 5233.365723
	Iteration 70Q: 3 clusters Score -4309313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4309314.500000 Penalty: 5233.365723
	Iteration 71Q: 3 clusters Score -4309314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4309315.000000 Penalty: 5233.365723
	Iteration 72Q: 3 clusters Score -4309315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4309311.500000 Penalty: 5233.365723
	Iteration 73Q: 3 clusters Score -4309312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4309322.500000 Penalty: 5233.365723
	Iteration 74Q: 3 clusters Score -4309322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4309330.000000 Penalty: 5233.365723
	Iteration 75Q: 3 clusters Score -4309330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4309337.500000 Penalty: 5233.365723
	Iteration 76Q: 3 clusters Score -4309338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4309345.000000 Penalty: 5233.365723
	Iteration 77Q: 3 clusters Score -4309345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4309338.500000 Penalty: 5233.365723
	Iteration 78Q: 3 clusters Score -4309338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4309344.000000 Penalty: 5233.365723
	Iteration 79Q: 3 clusters Score -4309344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4309344.000000 Penalty: 5233.365723
	Iteration 80F: 3 clusters Score -4309344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4309343.000000 Penalty: 5233.365723
	Iteration 81Q: 3 clusters Score -4309343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4309342.000000 Penalty: 5233.365723
	Iteration 82Q: 3 clusters Score -4309342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4309344.500000 Penalty: 5233.365723
	Iteration 83Q: 3 clusters Score -4309344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4309348.000000 Penalty: 5233.365723
	Iteration 84Q: 3 clusters Score -4309348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4309346.500000 Penalty: 5233.365723
	Iteration 85Q: 3 clusters Score -4309346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4309355.000000 Penalty: 5233.365723
	Iteration 86Q: 3 clusters Score -4309355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4309356.000000 Penalty: 5233.365723
	Iteration 87Q: 3 clusters Score -4309356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4309351.500000 Penalty: 5233.365723
	Iteration 88Q: 3 clusters Score -4309352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4309352.500000 Penalty: 5233.365723
	Iteration 89Q: 3 clusters Score -4309352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4309355.500000 Penalty: 5233.365723
	Iteration 90Q: 3 clusters Score -4309356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4309355.500000 Penalty: 5233.365723
	Iteration 91Q: 3 clusters Score -4309356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4309354.500000 Penalty: 5233.365723
	Iteration 92Q: 3 clusters Score -4309354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4309358.000000 Penalty: 5233.365723
	Iteration 93Q: 3 clusters Score -4309358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4309358.500000 Penalty: 5233.365723
	Iteration 94Q: 3 clusters Score -4309358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4309359.000000 Penalty: 5233.365723
	Iteration 95Q: 3 clusters Score -4309359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4309361.500000 Penalty: 5233.365723
	Iteration 96Q: 3 clusters Score -4309362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4309360.000000 Penalty: 5233.365723
	Iteration 97Q: 3 clusters Score -4309360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4309360.500000 Penalty: 5233.365723
	Iteration 98Q: 3 clusters Score -4309360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4309358.500000 Penalty: 5233.365723
	Iteration 99Q: 3 clusters Score -4309358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4309360.000000 Penalty: 5233.365723
	Iteration 100F: 3 clusters Score -4309360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4309358.500000 Penalty: 5233.365723
	Iteration 101Q: 3 clusters Score -4309358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4309356.000000 Penalty: 5233.365723
	Iteration 102Q: 3 clusters Score -4309356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4309356.500000 Penalty: 5233.365723
	Iteration 103Q: 3 clusters Score -4309356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4309361.500000 Penalty: 5233.365723
	Iteration 104Q: 3 clusters Score -4309362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4309361.000000 Penalty: 5233.365723
	Iteration 105Q: 3 clusters Score -4309361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4309361.500000 Penalty: 5233.365723
	Iteration 106Q: 3 clusters Score -4309362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4309360.500000 Penalty: 5233.365723
	Iteration 107Q: 3 clusters Score -4309360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4309361.500000 Penalty: 5233.365723
	Iteration 108Q: 3 clusters Score -4309362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4309358.000000 Penalty: 5233.365723
	Iteration 109Q: 3 clusters Score -4309358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4309363.000000 Penalty: 5233.365723
	Iteration 110Q: 3 clusters Score -4309363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -4309363.500000 Penalty: 5233.365723
	Iteration 111Q: 3 clusters Score -4309364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -4309362.000000 Penalty: 5233.365723
	Iteration 112Q: 3 clusters Score -4309362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4309362.500000 Penalty: 5233.365723
	Iteration 113Q: 3 clusters Score -4309362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4309364.000000 Penalty: 5233.365723
	Iteration 114Q: 3 clusters Score -4309364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4309363.500000 Penalty: 5233.365723
	Iteration 115Q: 3 clusters Score -4309364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4309363.000000 Penalty: 5233.365723
	Iteration 116Q: 3 clusters Score -4309363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4309363.500000 Penalty: 5233.365723
	Iteration 117Q: 3 clusters Score -4309364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4309367.000000 Penalty: 5233.365723
	Iteration 118Q: 3 clusters Score -4309367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4309363.000000 Penalty: 5233.365723
	Iteration 119Q: 3 clusters Score -4309363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4309361.500000 Penalty: 5233.365723
	Iteration 120F: 3 clusters Score -4309362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4309363.000000 Penalty: 5233.365723
	Iteration 121Q: 3 clusters Score -4309363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4309359.500000 Penalty: 5233.365723
	Iteration 122Q: 3 clusters Score -4309360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4309363.000000 Penalty: 5233.365723
	Iteration 123Q: 3 clusters Score -4309363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4309359.000000 Penalty: 5233.365723
	Iteration 124Q: 3 clusters Score -4309359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4309360.500000 Penalty: 5233.365723
	Iteration 125Q: 3 clusters Score -4309360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4309360.500000 Penalty: 5233.365723
	Iteration 126F: 3 clusters Score -4309360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -84882.250000 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -84882.25 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 421 members 
Entering Unmasked Estep 
Score: -83147.820312 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -83147.82 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83572.351562 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -83572.35 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83726.960938 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -83726.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83877.656250 Penalty: 3370.670166
	Iteration 3Q: 3 clusters Score -83877.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83958.304688 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -83958.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83977.320312 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -83977.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83984.992188 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -83984.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83988.835938 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -83988.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83992.125000 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -83992.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83998.695312 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -83998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -84004.085938 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -84004.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84015.593750 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -84015.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84025.789062 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -84025.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84045.343750 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -84045.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84061.710938 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -84061.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84076.929688 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -84076.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84084.476562 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -84084.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84095.562500 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -84095.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84113.054688 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -84113.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84136.828125 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -84136.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84195.781250 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -84195.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84254.679688 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -84254.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84329.195312 Penalty: 3370.670166
	Iteration 22Q: 3 clusters Score -84329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84496.570312 Penalty: 3370.670166
	Iteration 23Q: 3 clusters Score -84496.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84610.656250 Penalty: 3370.670166
	Iteration 24Q: 3 clusters Score -84610.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84648.601562 Penalty: 3370.670166
	Iteration 25Q: 3 clusters Score -84648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84664.765625 Penalty: 3370.670166
	Iteration 26Q: 3 clusters Score -84664.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84671.687500 Penalty: 3370.670166
	Iteration 27Q: 3 clusters Score -84671.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84673.562500 Penalty: 3370.670166
	Iteration 28Q: 3 clusters Score -84673.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84673.562500 Penalty: 3370.670166
	Iteration 29F: 3 clusters Score -84673.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Entering Unmasked Estep 
Score: -4183568.750000 Penalty: 2607.239502
	Iteration 0F: 2 clusters Score -4183569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4158541.250000 Penalty: 5214.479004
	Iteration 0F: 3 clusters Score -4158541 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4168207.500000 Penalty: 5214.479004
	Iteration 1F: 3 clusters Score -4168208 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4169250.250000 Penalty: 5214.479004
	Iteration 2F: 3 clusters Score -4169250 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4170580.000000 Penalty: 5214.479004
	Iteration 3F: 3 clusters Score -4170580 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4172211.750000 Penalty: 5214.479004
	Iteration 4F: 3 clusters Score -4172212 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4173937.750000 Penalty: 5214.479004
	Iteration 5F: 3 clusters Score -4173938 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -4175735.750000 Penalty: 5214.479004
	Iteration 6F: 3 clusters Score -4175736 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4177336.250000 Penalty: 5214.479004
	Iteration 7F: 3 clusters Score -4177336 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -4178478.500000 Penalty: 5214.479004
	Iteration 8Q: 3 clusters Score -4178478 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4179207.250000 Penalty: 5214.479004
	Iteration 9Q: 3 clusters Score -4179207 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -4179672.750000 Penalty: 5214.479004
	Iteration 10Q: 3 clusters Score -4179673 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4180040.750000 Penalty: 5214.479004
	Iteration 11Q: 3 clusters Score -4180041 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4180358.000000 Penalty: 5214.479004
	Iteration 12Q: 3 clusters Score -4180358 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4180610.750000 Penalty: 5214.479004
	Iteration 13Q: 3 clusters Score -4180611 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4180795.250000 Penalty: 5214.479004
	Iteration 14Q: 3 clusters Score -4180795 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4180955.500000 Penalty: 5214.479004
	Iteration 15Q: 3 clusters Score -4180956 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4181072.750000 Penalty: 5214.479004
	Iteration 16Q: 3 clusters Score -4181073 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4181179.500000 Penalty: 5214.479004
	Iteration 17Q: 3 clusters Score -4181180 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4181279.750000 Penalty: 5214.479004
	Iteration 18Q: 3 clusters Score -4181280 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4181345.500000 Penalty: 5214.479004
	Iteration 19Q: 3 clusters Score -4181346 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4181405.500000 Penalty: 5214.479004
	Iteration 20F: 3 clusters Score -4181406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4181468.750000 Penalty: 5214.479004
	Iteration 21Q: 3 clusters Score -4181469 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4181505.750000 Penalty: 5214.479004
	Iteration 22Q: 3 clusters Score -4181506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4181541.000000 Penalty: 5214.479004
	Iteration 23Q: 3 clusters Score -4181541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4181587.000000 Penalty: 5214.479004
	Iteration 24Q: 3 clusters Score -4181587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4181627.250000 Penalty: 5214.479004
	Iteration 25Q: 3 clusters Score -4181627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4181648.250000 Penalty: 5214.479004
	Iteration 26Q: 3 clusters Score -4181648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4181660.250000 Penalty: 5214.479004
	Iteration 27Q: 3 clusters Score -4181660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4181674.000000 Penalty: 5214.479004
	Iteration 28Q: 3 clusters Score -4181674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4181683.000000 Penalty: 5214.479004
	Iteration 29Q: 3 clusters Score -4181683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4181689.250000 Penalty: 5214.479004
	Iteration 30Q: 3 clusters Score -4181689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4181690.750000 Penalty: 5214.479004
	Iteration 31Q: 3 clusters Score -4181691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4181715.250000 Penalty: 5214.479004
	Iteration 32Q: 3 clusters Score -4181715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4181717.000000 Penalty: 5214.479004
	Iteration 33Q: 3 clusters Score -4181717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4181716.750000 Penalty: 5214.479004
	Iteration 34Q: 3 clusters Score -4181717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4181727.250000 Penalty: 5214.479004
	Iteration 35Q: 3 clusters Score -4181727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4181736.250000 Penalty: 5214.479004
	Iteration 36Q: 3 clusters Score -4181736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4181739.750000 Penalty: 5214.479004
	Iteration 37Q: 3 clusters Score -4181740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4181744.250000 Penalty: 5214.479004
	Iteration 38Q: 3 clusters Score -4181744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4181743.250000 Penalty: 5214.479004
	Iteration 39Q: 3 clusters Score -4181743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4181743.250000 Penalty: 5214.479004
	Iteration 40F: 3 clusters Score -4181743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4181741.000000 Penalty: 5214.479004
	Iteration 41Q: 3 clusters Score -4181741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4181738.250000 Penalty: 5214.479004
	Iteration 42Q: 3 clusters Score -4181738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4181735.000000 Penalty: 5214.479004
	Iteration 43Q: 3 clusters Score -4181735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4181735.000000 Penalty: 5214.479004
	Iteration 44F: 3 clusters Score -4181735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -936347.687500 Penalty: 2235.311035
	Iteration 0F: 2 clusters Score -936347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -929825.312500 Penalty: 4470.622070
	Iteration 0F: 3 clusters Score -929825.3 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -931609.375000 Penalty: 4470.622070
	Iteration 1F: 3 clusters Score -931609.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -931922.750000 Penalty: 4470.622070
	Iteration 2F: 3 clusters Score -931922.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -932172.500000 Penalty: 4470.622070
	Iteration 3F: 3 clusters Score -932172.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -932383.500000 Penalty: 4470.622070
	Iteration 4Q: 3 clusters Score -932383.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -932558.937500 Penalty: 4470.622070
	Iteration 5Q: 3 clusters Score -932558.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -932699.375000 Penalty: 4470.622070
	Iteration 6Q: 3 clusters Score -932699.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -932811.500000 Penalty: 4470.622070
	Iteration 7Q: 3 clusters Score -932811.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -932921.187500 Penalty: 4470.622070
	Iteration 8Q: 3 clusters Score -932921.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -933051.250000 Penalty: 4470.622070
	Iteration 9Q: 3 clusters Score -933051.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -933182.687500 Penalty: 4470.622070
	Iteration 10Q: 3 clusters Score -933182.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -933288.625000 Penalty: 4470.622070
	Iteration 11Q: 3 clusters Score -933288.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -933365.375000 Penalty: 4470.622070
	Iteration 12Q: 3 clusters Score -933365.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -933434.062500 Penalty: 4470.622070
	Iteration 13Q: 3 clusters Score -933434.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -933487.812500 Penalty: 4470.622070
	Iteration 14Q: 3 clusters Score -933487.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -933537.312500 Penalty: 4470.622070
	Iteration 15Q: 3 clusters Score -933537.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -933596.375000 Penalty: 4470.622070
	Iteration 16Q: 3 clusters Score -933596.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -933634.562500 Penalty: 4470.622070
	Iteration 17Q: 3 clusters Score -933634.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -933664.312500 Penalty: 4470.622070
	Iteration 18Q: 3 clusters Score -933664.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -933692.812500 Penalty: 4470.622070
	Iteration 19Q: 3 clusters Score -933692.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -933713.875000 Penalty: 4470.622070
	Iteration 20F: 3 clusters Score -933713.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -933732.812500 Penalty: 4470.622070
	Iteration 21Q: 3 clusters Score -933732.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -933746.750000 Penalty: 4470.622070
	Iteration 22Q: 3 clusters Score -933746.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -933762.187500 Penalty: 4470.622070
	Iteration 23Q: 3 clusters Score -933762.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -933773.562500 Penalty: 4470.622070
	Iteration 24Q: 3 clusters Score -933773.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -933783.375000 Penalty: 4470.622070
	Iteration 25Q: 3 clusters Score -933783.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -933795.000000 Penalty: 4470.622070
	Iteration 26Q: 3 clusters Score -933795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -933802.812500 Penalty: 4470.622070
	Iteration 27Q: 3 clusters Score -933802.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -933813.687500 Penalty: 4470.622070
	Iteration 28Q: 3 clusters Score -933813.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -933822.000000 Penalty: 4470.622070
	Iteration 29Q: 3 clusters Score -933822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -933824.562500 Penalty: 4470.622070
	Iteration 30Q: 3 clusters Score -933824.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -933828.500000 Penalty: 4470.622070
	Iteration 31Q: 3 clusters Score -933828.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -933833.500000 Penalty: 4470.622070
	Iteration 32Q: 3 clusters Score -933833.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -933838.437500 Penalty: 4470.622070
	Iteration 33Q: 3 clusters Score -933838.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -933840.000000 Penalty: 4470.622070
	Iteration 34Q: 3 clusters Score -933840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -933842.562500 Penalty: 4470.622070
	Iteration 35Q: 3 clusters Score -933842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -933847.187500 Penalty: 4470.622070
	Iteration 36Q: 3 clusters Score -933847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -933847.375000 Penalty: 4470.622070
	Iteration 37Q: 3 clusters Score -933847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -933849.187500 Penalty: 4470.622070
	Iteration 38Q: 3 clusters Score -933849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -933851.812500 Penalty: 4470.622070
	Iteration 39Q: 3 clusters Score -933851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -933856.812500 Penalty: 4470.622070
	Iteration 40F: 3 clusters Score -933856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -933857.937500 Penalty: 4470.622070
	Iteration 41Q: 3 clusters Score -933857.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -933859.625000 Penalty: 4470.622070
	Iteration 42Q: 3 clusters Score -933859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -933859.437500 Penalty: 4470.622070
	Iteration 43Q: 3 clusters Score -933859.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -933862.562500 Penalty: 4470.622070
	Iteration 44Q: 3 clusters Score -933862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -933865.437500 Penalty: 4470.622070
	Iteration 45Q: 3 clusters Score -933865.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -933868.000000 Penalty: 4470.622070
	Iteration 46Q: 3 clusters Score -933868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -933867.437500 Penalty: 4470.622070
	Iteration 47Q: 3 clusters Score -933867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -933868.062500 Penalty: 4470.622070
	Iteration 48Q: 3 clusters Score -933868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -933870.125000 Penalty: 4470.622070
	Iteration 49Q: 3 clusters Score -933870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -933871.500000 Penalty: 4470.622070
	Iteration 50Q: 3 clusters Score -933871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -933872.687500 Penalty: 4470.622070
	Iteration 51Q: 3 clusters Score -933872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -933873.750000 Penalty: 4470.622070
	Iteration 52Q: 3 clusters Score -933873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -933875.437500 Penalty: 4470.622070
	Iteration 53Q: 3 clusters Score -933875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -933876.250000 Penalty: 4470.622070
	Iteration 54Q: 3 clusters Score -933876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -933877.875000 Penalty: 4470.622070
	Iteration 55Q: 3 clusters Score -933877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -933877.000000 Penalty: 4470.622070
	Iteration 56Q: 3 clusters Score -933877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -933878.062500 Penalty: 4470.622070
	Iteration 57Q: 3 clusters Score -933878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -933878.062500 Penalty: 4470.622070
	Iteration 58F: 3 clusters Score -933878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232753 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 42924 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 104035 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239675 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38221 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 36793 members 
Mstep: Class 23 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582856.000000 Penalty: 70802.812500
Iteration 119Q: 22 clusters Score -8.858286e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232743 members 
Mstep: Class 2 contains 18988 members 
Mstep: Class 3 contains 8003 members 
Mstep: Class 4 contains 42913 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 6 contains 37082 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9888 members 
Mstep: Class 11 contains 104006 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239716 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38208 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 22 contains 36790 members 
Mstep: Class 23 contains 8217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582704.000000 Penalty: 70802.812500
Iteration 120F: 22 clusters Score -8.85827e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232718 members 
Mstep: Class 2 contains 18988 members 
Mstep: Class 3 contains 7973 members 
Mstep: Class 4 contains 42898 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 6 contains 37134 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9881 members 
Mstep: Class 11 contains 103973 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239797 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38190 members 
Mstep: Class 21 contains 901 members 
Mstep: Class 22 contains 36773 members 
Mstep: Class 23 contains 8219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582720.000000 Penalty: 70802.812500
Iteration 121Q: 22 clusters Score -8.858272e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232733 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 7941 members 
Mstep: Class 4 contains 42883 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 37184 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 103942 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 239840 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8448 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38169 members 
Mstep: Class 21 contains 905 members 
Mstep: Class 22 contains 36766 members 
Mstep: Class 23 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582744.000000 Penalty: 70802.812500
Iteration 122Q: 22 clusters Score -8.858274e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232697 members 
Mstep: Class 2 contains 18980 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 42871 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 37245 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 103927 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 239914 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8454 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38141 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36755 members 
Mstep: Class 23 contains 8219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582768.000000 Penalty: 70802.812500
Iteration 123Q: 22 clusters Score -8.858277e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232655 members 
Mstep: Class 2 contains 18979 members 
Mstep: Class 3 contains 7914 members 
Mstep: Class 4 contains 42866 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 6 contains 37304 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9843 members 
Mstep: Class 11 contains 103896 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 239984 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8465 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36752 members 
Mstep: Class 23 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582888.000000 Penalty: 70802.812500
Iteration 124Q: 22 clusters Score -8.858289e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232591 members 
Mstep: Class 2 contains 18978 members 
Mstep: Class 3 contains 7897 members 
Mstep: Class 4 contains 42857 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 37380 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 103866 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240071 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8471 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38099 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36740 members 
Mstep: Class 23 contains 8223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582888.000000 Penalty: 70802.812500
Iteration 125Q: 22 clusters Score -8.858289e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232533 members 
Mstep: Class 2 contains 18973 members 
Mstep: Class 3 contains 7888 members 
Mstep: Class 4 contains 42855 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 6 contains 37461 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 103831 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240148 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8476 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38072 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36737 members 
Mstep: Class 23 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582880.000000 Penalty: 70802.812500
Iteration 126Q: 22 clusters Score -8.858288e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232508 members 
Mstep: Class 2 contains 18965 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 42850 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 37531 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9780 members 
Mstep: Class 11 contains 103799 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240221 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8483 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38039 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36734 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582856.000000 Penalty: 70802.812500
Iteration 127Q: 22 clusters Score -8.858286e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232443 members 
Mstep: Class 2 contains 18961 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 42847 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 37598 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9761 members 
Mstep: Class 11 contains 103782 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240316 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8483 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 38015 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36729 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582880.000000 Penalty: 70802.812500
Iteration 128Q: 22 clusters Score -8.858288e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232411 members 
Mstep: Class 2 contains 18955 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 42848 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 37651 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9729 members 
Mstep: Class 11 contains 103770 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240383 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8481 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36724 members 
Mstep: Class 23 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582944.000000 Penalty: 70802.812500
Iteration 129Q: 22 clusters Score -8.858294e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232433 members 
Mstep: Class 2 contains 18960 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 42852 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 37710 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9698 members 
Mstep: Class 11 contains 103749 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240403 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8484 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36718 members 
Mstep: Class 23 contains 8224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582880.000000 Penalty: 70802.812500
Iteration 130Q: 22 clusters Score -8.858288e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232443 members 
Mstep: Class 2 contains 18957 members 
Mstep: Class 3 contains 7814 members 
Mstep: Class 4 contains 42848 members 
Mstep: Class 5 contains 5868 members 
Mstep: Class 6 contains 37769 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 103732 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240421 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37957 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36715 members 
Mstep: Class 23 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582672.000000 Penalty: 70802.812500
Iteration 131Q: 22 clusters Score -8.858267e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232445 members 
Mstep: Class 2 contains 18958 members 
Mstep: Class 3 contains 7798 members 
Mstep: Class 4 contains 42843 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 37812 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 103724 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240438 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8497 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36712 members 
Mstep: Class 23 contains 8224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582840.000000 Penalty: 70802.812500
Iteration 132Q: 22 clusters Score -8.858284e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232420 members 
Mstep: Class 2 contains 18963 members 
Mstep: Class 3 contains 7782 members 
Mstep: Class 4 contains 42831 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 37866 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 103714 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240456 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8507 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37935 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36706 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582888.000000 Penalty: 70802.812500
Iteration 133Q: 22 clusters Score -8.858289e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232404 members 
Mstep: Class 2 contains 18964 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 42825 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 37918 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 103700 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240485 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8512 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37927 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36710 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582760.000000 Penalty: 70802.812500
Iteration 134Q: 22 clusters Score -8.858276e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232350 members 
Mstep: Class 2 contains 18964 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 4 contains 42828 members 
Mstep: Class 5 contains 5833 members 
Mstep: Class 6 contains 37958 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 103696 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 240535 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8519 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37919 members 
Mstep: Class 21 contains 906 members 
Mstep: Class 22 contains 36713 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582832.000000 Penalty: 70802.812500
Iteration 135Q: 22 clusters Score -8.858283e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232314 members 
Mstep: Class 2 contains 18971 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 42826 members 
Mstep: Class 5 contains 5826 members 
Mstep: Class 6 contains 37999 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9595 members 
Mstep: Class 11 contains 103693 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240549 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8534 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37908 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36718 members 
Mstep: Class 23 contains 8228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582832.000000 Penalty: 70802.812500
Iteration 136Q: 22 clusters Score -8.858283e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232295 members 
Mstep: Class 2 contains 18969 members 
Mstep: Class 3 contains 7731 members 
Mstep: Class 4 contains 42816 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 38040 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 103682 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240599 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8546 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37890 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36718 members 
Mstep: Class 23 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582616.000000 Penalty: 70802.812500
Iteration 137Q: 22 clusters Score -8.858262e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232285 members 
Mstep: Class 2 contains 18965 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 42805 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 38079 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9559 members 
Mstep: Class 11 contains 103678 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240632 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8558 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37870 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36720 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582680.000000 Penalty: 70802.812500
Iteration 138Q: 22 clusters Score -8.858268e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232295 members 
Mstep: Class 2 contains 18966 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 42799 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 38111 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 103657 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240644 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8576 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37846 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36724 members 
Mstep: Class 23 contains 8228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582616.000000 Penalty: 70802.812500
Iteration 139Q: 22 clusters Score -8.858262e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232291 members 
Mstep: Class 2 contains 18965 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 42791 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 38159 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 103636 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240667 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8585 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36726 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582656.000000 Penalty: 70802.812500
Iteration 140F: 22 clusters Score -8.858266e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232297 members 
Mstep: Class 2 contains 18966 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 42793 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 38211 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 103624 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240660 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8595 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37803 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36727 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582576.000000 Penalty: 70802.812500
Iteration 141Q: 22 clusters Score -8.858258e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232294 members 
Mstep: Class 2 contains 18960 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 42789 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 38253 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9506 members 
Mstep: Class 11 contains 103621 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240660 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8603 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36724 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582672.000000 Penalty: 70802.812500
Iteration 142Q: 22 clusters Score -8.858267e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232312 members 
Mstep: Class 2 contains 18960 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 4 contains 42784 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 103630 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240656 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8606 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37770 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36714 members 
Mstep: Class 23 contains 8224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582664.000000 Penalty: 70802.812500
Iteration 143Q: 22 clusters Score -8.858266e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232321 members 
Mstep: Class 2 contains 18959 members 
Mstep: Class 3 contains 7653 members 
Mstep: Class 4 contains 42785 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 38332 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 103627 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240634 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8622 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37761 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36703 members 
Mstep: Class 23 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582712.000000 Penalty: 70802.812500
Iteration 144Q: 22 clusters Score -8.858271e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232269 members 
Mstep: Class 2 contains 18965 members 
Mstep: Class 3 contains 7652 members 
Mstep: Class 4 contains 42786 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 38375 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 103626 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240640 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37758 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36700 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582584.000000 Penalty: 70802.812500
Iteration 145Q: 22 clusters Score -8.858258e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232217 members 
Mstep: Class 2 contains 18965 members 
Mstep: Class 3 contains 7638 members 
Mstep: Class 4 contains 42780 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 38415 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9477 members 
Mstep: Class 11 contains 103621 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240679 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37750 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36702 members 
Mstep: Class 23 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582424.000000 Penalty: 70802.812500
Iteration 146Q: 22 clusters Score -8.858242e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 18967 members 
Mstep: Class 3 contains 7625 members 
Mstep: Class 4 contains 42775 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 38450 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 103614 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240728 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8625 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36702 members 
Mstep: Class 23 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582512.000000 Penalty: 70802.812500
Iteration 147Q: 22 clusters Score -8.858251e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232120 members 
Mstep: Class 2 contains 18969 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 42771 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 38491 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 103597 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240760 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8637 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37715 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 36710 members 
Mstep: Class 23 contains 8234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582624.000000 Penalty: 70802.812500
Iteration 148Q: 22 clusters Score -8.858262e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232058 members 
Mstep: Class 2 contains 18976 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 42776 members 
Mstep: Class 5 contains 5785 members 
Mstep: Class 6 contains 38538 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 103588 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240791 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8642 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37703 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 36711 members 
Mstep: Class 23 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582808.000000 Penalty: 70802.812500
Iteration 149Q: 22 clusters Score -8.858281e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231998 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 7626 members 
Mstep: Class 4 contains 42777 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 38600 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 103585 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240810 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8643 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37683 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36713 members 
Mstep: Class 23 contains 8239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582672.000000 Penalty: 70802.812500
Iteration 150Q: 22 clusters Score -8.858267e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231972 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 7628 members 
Mstep: Class 4 contains 42785 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 38646 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9426 members 
Mstep: Class 11 contains 103580 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240817 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8647 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37667 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36714 members 
Mstep: Class 23 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582688.000000 Penalty: 70802.812500
Iteration 151Q: 22 clusters Score -8.858269e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231968 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 42791 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 38686 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 103585 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240804 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8649 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37657 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36718 members 
Mstep: Class 23 contains 8239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582696.000000 Penalty: 70802.812500
Iteration 152Q: 22 clusters Score -8.85827e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231989 members 
Mstep: Class 2 contains 18990 members 
Mstep: Class 3 contains 7605 members 
Mstep: Class 4 contains 42785 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 38731 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 103590 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 240796 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8654 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37640 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36710 members 
Mstep: Class 23 contains 8234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582600.000000 Penalty: 70802.812500
Iteration 153Q: 22 clusters Score -8.85826e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231994 members 
Mstep: Class 2 contains 18990 members 
Mstep: Class 3 contains 7599 members 
Mstep: Class 4 contains 42777 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 38775 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 11 contains 103594 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 240784 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8661 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37624 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36710 members 
Mstep: Class 23 contains 8235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582744.000000 Penalty: 70802.812500
Iteration 154Q: 22 clusters Score -8.858274e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232017 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 42773 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 38830 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 11 contains 103598 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 240775 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37592 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36713 members 
Mstep: Class 23 contains 8235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582704.000000 Penalty: 70802.812500
Iteration 155Q: 22 clusters Score -8.85827e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231996 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 7569 members 
Mstep: Class 4 contains 42771 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 38884 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 103614 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 240775 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8671 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37569 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36713 members 
Mstep: Class 23 contains 8236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582744.000000 Penalty: 70802.812500
Iteration 156Q: 22 clusters Score -8.858274e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231990 members 
Mstep: Class 2 contains 18979 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 42762 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 38942 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 103622 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240773 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8675 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37550 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36703 members 
Mstep: Class 23 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582736.000000 Penalty: 70802.812500
Iteration 157Q: 22 clusters Score -8.858274e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231981 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 42762 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 39001 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9329 members 
Mstep: Class 11 contains 103630 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240735 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37535 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36700 members 
Mstep: Class 23 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582896.000000 Penalty: 70802.812500
Iteration 158Q: 22 clusters Score -8.85829e+07 nChanged 482
Entering ConstructFrom: 
Score: -88582896.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (231951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231951 members 
Entering Unmasked Estep 
Score: -25983306.000000 Penalty: 3063.861816
	Iteration 0F: 2 clusters Score -2.598331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -25832122.000000 Penalty: 6127.723633
	Iteration 0F: 3 clusters Score -2.583212e+07 nChanged 112126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113872 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -25899002.000000 Penalty: 6127.723633
	Iteration 1F: 3 clusters Score -2.5899e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112823 members 
Mstep: Class 2 contains 119128 members 
Entering Unmasked Estep 
Score: -25900514.000000 Penalty: 6127.723633
	Iteration 2Q: 3 clusters Score -2.590051e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 120601 members 
Entering Unmasked Estep 
Score: -25902578.000000 Penalty: 6127.723633
	Iteration 3Q: 3 clusters Score -2.590258e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 122944 members 
Entering Unmasked Estep 
Score: -25905186.000000 Penalty: 6127.723633
	Iteration 4Q: 3 clusters Score -2.590519e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 126434 members 
Entering Unmasked Estep 
Score: -25909036.000000 Penalty: 6127.723633
	Iteration 5Q: 3 clusters Score -2.590904e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100585 members 
Mstep: Class 2 contains 131366 members 
Entering Unmasked Estep 
Score: -25913424.000000 Penalty: 6127.723633
	Iteration 6Q: 3 clusters Score -2.591342e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 137863 members 
Entering Unmasked Estep 
Score: -25919038.000000 Penalty: 6127.723633
	Iteration 7Q: 3 clusters Score -2.591904e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 145922 members 
Entering Unmasked Estep 
Score: -25925576.000000 Penalty: 6127.723633
	Iteration 8Q: 3 clusters Score -2.592558e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -25932848.000000 Penalty: 6127.723633
	Iteration 9F: 3 clusters Score -2.593285e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -25940270.000000 Penalty: 6127.723633
	Iteration 10F: 3 clusters Score -2.594027e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -25947434.000000 Penalty: 6127.723633
	Iteration 11Q: 3 clusters Score -2.594743e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 183323 members 
Entering Unmasked Estep 
Score: -25953366.000000 Penalty: 6127.723633
	Iteration 12Q: 3 clusters Score -2.595337e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 190761 members 
Entering Unmasked Estep 
Score: -25958338.000000 Penalty: 6127.723633
	Iteration 13Q: 3 clusters Score -2.595834e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 197286 members 
Entering Unmasked Estep 
Score: -25962618.000000 Penalty: 6127.723633
	Iteration 14Q: 3 clusters Score -2.596262e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 203035 members 
Entering Unmasked Estep 
Score: -25966088.000000 Penalty: 6127.723633
	Iteration 15Q: 3 clusters Score -2.596609e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 208119 members 
Entering Unmasked Estep 
Score: -25969048.000000 Penalty: 6127.723633
	Iteration 16Q: 3 clusters Score -2.596905e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 212557 members 
Entering Unmasked Estep 
Score: -25971680.000000 Penalty: 6127.723633
	Iteration 17Q: 3 clusters Score -2.597168e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 216476 members 
Entering Unmasked Estep 
Score: -25974290.000000 Penalty: 6127.723633
	Iteration 18Q: 3 clusters Score -2.597429e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 219800 members 
Entering Unmasked Estep 
Score: -25976394.000000 Penalty: 6127.723633
	Iteration 19Q: 3 clusters Score -2.597639e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 222627 members 
Entering Unmasked Estep 
Score: -25977834.000000 Penalty: 6127.723633
	Iteration 20F: 3 clusters Score -2.597783e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 224825 members 
Entering Unmasked Estep 
Score: -25978820.000000 Penalty: 6127.723633
	Iteration 21Q: 3 clusters Score -2.597882e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 226507 members 
Entering Unmasked Estep 
Score: -25979550.000000 Penalty: 6127.723633
	Iteration 22Q: 3 clusters Score -2.597955e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 227705 members 
Entering Unmasked Estep 
Score: -25979956.000000 Penalty: 6127.723633
	Iteration 23Q: 3 clusters Score -2.597996e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 228600 members 
Entering Unmasked Estep 
Score: -25980252.000000 Penalty: 6127.723633
	Iteration 24Q: 3 clusters Score -2.598025e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 229212 members 
Entering Unmasked Estep 
Score: -25980498.000000 Penalty: 6127.723633
	Iteration 25Q: 3 clusters Score -2.59805e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 229648 members 
Entering Unmasked Estep 
Score: -25980614.000000 Penalty: 6127.723633
	Iteration 26Q: 3 clusters Score -2.598061e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 229947 members 
Entering Unmasked Estep 
Score: -25980730.000000 Penalty: 6127.723633
	Iteration 27Q: 3 clusters Score -2.598073e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 230152 members 
Entering Unmasked Estep 
Score: -25980786.000000 Penalty: 6127.723633
	Iteration 28Q: 3 clusters Score -2.598079e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 230296 members 
Entering Unmasked Estep 
Score: -25980840.000000 Penalty: 6127.723633
	Iteration 29Q: 3 clusters Score -2.598084e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 230405 members 
Entering Unmasked Estep 
Score: -25980890.000000 Penalty: 6127.723633
	Iteration 30Q: 3 clusters Score -2.598089e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 230497 members 
Entering Unmasked Estep 
Score: -25980902.000000 Penalty: 6127.723633
	Iteration 31Q: 3 clusters Score -2.59809e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 230586 members 
Entering Unmasked Estep 
Score: -25980932.000000 Penalty: 6127.723633
	Iteration 32Q: 3 clusters Score -2.598093e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 230641 members 
Entering Unmasked Estep 
Score: -25980932.000000 Penalty: 6127.723633
	Iteration 33Q: 3 clusters Score -2.598093e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 230684 members 
Entering Unmasked Estep 
Score: -25980980.000000 Penalty: 6127.723633
	Iteration 34Q: 3 clusters Score -2.598098e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 230722 members 
Entering Unmasked Estep 
Score: -25980980.000000 Penalty: 6127.723633
	Iteration 35Q: 3 clusters Score -2.598098e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 230744 members 
Entering Unmasked Estep 
Score: -25980988.000000 Penalty: 6127.723633
	Iteration 36Q: 3 clusters Score -2.598099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 230765 members 
Entering Unmasked Estep 
Score: -25981016.000000 Penalty: 6127.723633
	Iteration 37Q: 3 clusters Score -2.598102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 230782 members 
Entering Unmasked Estep 
Score: -25980980.000000 Penalty: 6127.723633
	Iteration 38Q: 3 clusters Score -2.598098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 230796 members 
Entering Unmasked Estep 
Score: -25980990.000000 Penalty: 6127.723633
	Iteration 39Q: 3 clusters Score -2.598099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 230806 members 
Entering Unmasked Estep 
Score: -25980980.000000 Penalty: 6127.723633
	Iteration 40F: 3 clusters Score -2.598098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 230812 members 
Entering Unmasked Estep 
Score: -25981018.000000 Penalty: 6127.723633
	Iteration 41Q: 3 clusters Score -2.598102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 230816 members 
Entering Unmasked Estep 
Score: -25980990.000000 Penalty: 6127.723633
	Iteration 42Q: 3 clusters Score -2.598099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 230822 members 
Entering Unmasked Estep 
Score: -25980970.000000 Penalty: 6127.723633
	Iteration 43Q: 3 clusters Score -2.598097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 230839 members 
Entering Unmasked Estep 
Score: -25981020.000000 Penalty: 6127.723633
	Iteration 44Q: 3 clusters Score -2.598102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 230853 members 
Entering Unmasked Estep 
Score: -25981048.000000 Penalty: 6127.723633
	Iteration 45Q: 3 clusters Score -2.598105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 230862 members 
Entering Unmasked Estep 
Score: -25981038.000000 Penalty: 6127.723633
	Iteration 46Q: 3 clusters Score -2.598104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 230877 members 
Entering Unmasked Estep 
Score: -25981062.000000 Penalty: 6127.723633
	Iteration 47Q: 3 clusters Score -2.598106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 230886 members 
Entering Unmasked Estep 
Score: -25981048.000000 Penalty: 6127.723633
	Iteration 48Q: 3 clusters Score -2.598105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 230896 members 
Entering Unmasked Estep 
Score: -25981040.000000 Penalty: 6127.723633
	Iteration 49Q: 3 clusters Score -2.598104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 230904 members 
Entering Unmasked Estep 
Score: -25981050.000000 Penalty: 6127.723633
	Iteration 50Q: 3 clusters Score -2.598105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 230911 members 
Entering Unmasked Estep 
Score: -25981062.000000 Penalty: 6127.723633
	Iteration 51Q: 3 clusters Score -2.598106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 230917 members 
Entering Unmasked Estep 
Score: -25981066.000000 Penalty: 6127.723633
	Iteration 52Q: 3 clusters Score -2.598107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 230926 members 
Entering Unmasked Estep 
Score: -25981070.000000 Penalty: 6127.723633
	Iteration 53Q: 3 clusters Score -2.598107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 230934 members 
Entering Unmasked Estep 
Score: -25981050.000000 Penalty: 6127.723633
	Iteration 54Q: 3 clusters Score -2.598105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 230939 members 
Entering Unmasked Estep 
Score: -25981058.000000 Penalty: 6127.723633
	Iteration 55Q: 3 clusters Score -2.598106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 230943 members 
Entering Unmasked Estep 
Score: -25981052.000000 Penalty: 6127.723633
	Iteration 56Q: 3 clusters Score -2.598105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 230947 members 
Entering Unmasked Estep 
Score: -25981054.000000 Penalty: 6127.723633
	Iteration 57Q: 3 clusters Score -2.598105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 230952 members 
Entering Unmasked Estep 
Score: -25981064.000000 Penalty: 6127.723633
	Iteration 58Q: 3 clusters Score -2.598106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 230952 members 
Entering Unmasked Estep 
Score: -25981050.000000 Penalty: 6127.723633
	Iteration 59Q: 3 clusters Score -2.598105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 230954 members 
Entering Unmasked Estep 
Score: -25981052.000000 Penalty: 6127.723633
	Iteration 60F: 3 clusters Score -2.598105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 230955 members 
Entering Unmasked Estep 
Score: -25981054.000000 Penalty: 6127.723633
	Iteration 61Q: 3 clusters Score -2.598105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 230957 members 
Entering Unmasked Estep 
Score: -25981054.000000 Penalty: 6127.723633
	Iteration 62Q: 3 clusters Score -2.598105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 230960 members 
Entering Unmasked Estep 
Score: -25981058.000000 Penalty: 6127.723633
	Iteration 63Q: 3 clusters Score -2.598106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 230961 members 
Entering Unmasked Estep 
Score: -25981060.000000 Penalty: 6127.723633
	Iteration 64Q: 3 clusters Score -2.598106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 230960 members 
Entering Unmasked Estep 
Score: -25981064.000000 Penalty: 6127.723633
	Iteration 65Q: 3 clusters Score -2.598106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 230960 members 
Entering Unmasked Estep 
Score: -25981064.000000 Penalty: 6127.723633
	Iteration 66F: 3 clusters Score -2.598106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Entering Unmasked Estep 
Score: -2156068.000000 Penalty: 2443.043701
	Iteration 0F: 2 clusters Score -2156068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2142685.750000 Penalty: 4886.087402
	Iteration 0F: 3 clusters Score -2142686 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2147304.250000 Penalty: 4886.087402
	Iteration 1F: 3 clusters Score -2147304 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2147999.250000 Penalty: 4886.087402
	Iteration 2F: 3 clusters Score -2147999 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2148696.250000 Penalty: 4886.087402
	Iteration 3F: 3 clusters Score -2148696 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2149335.500000 Penalty: 4886.087402
	Iteration 4F: 3 clusters Score -2149336 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2150052.500000 Penalty: 4886.087402
	Iteration 5F: 3 clusters Score -2150052 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2150894.250000 Penalty: 4886.087402
	Iteration 6F: 3 clusters Score -2150894 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2151833.750000 Penalty: 4886.087402
	Iteration 7F: 3 clusters Score -2151834 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2152681.500000 Penalty: 4886.087402
	Iteration 8F: 3 clusters Score -2152682 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2153370.250000 Penalty: 4886.087402
	Iteration 9F: 3 clusters Score -2153370 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2153882.250000 Penalty: 4886.087402
	Iteration 10Q: 3 clusters Score -2153882 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2154261.000000 Penalty: 4886.087402
	Iteration 11Q: 3 clusters Score -2154261 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2154515.750000 Penalty: 4886.087402
	Iteration 12Q: 3 clusters Score -2154516 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2154709.250000 Penalty: 4886.087402
	Iteration 13Q: 3 clusters Score -2154709 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2154858.000000 Penalty: 4886.087402
	Iteration 14Q: 3 clusters Score -2154858 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2154968.750000 Penalty: 4886.087402
	Iteration 15Q: 3 clusters Score -2154969 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2155033.750000 Penalty: 4886.087402
	Iteration 16Q: 3 clusters Score -2155034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2155076.000000 Penalty: 4886.087402
	Iteration 17Q: 3 clusters Score -2155076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2155107.750000 Penalty: 4886.087402
	Iteration 18Q: 3 clusters Score -2155108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2155138.750000 Penalty: 4886.087402
	Iteration 19Q: 3 clusters Score -2155139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2155170.500000 Penalty: 4886.087402
	Iteration 20F: 3 clusters Score -2155170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2155191.000000 Penalty: 4886.087402
	Iteration 21Q: 3 clusters Score -2155191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2155227.750000 Penalty: 4886.087402
	Iteration 22Q: 3 clusters Score -2155228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2155243.000000 Penalty: 4886.087402
	Iteration 23Q: 3 clusters Score -2155243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2155271.750000 Penalty: 4886.087402
	Iteration 24Q: 3 clusters Score -2155272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2155289.000000 Penalty: 4886.087402
	Iteration 25Q: 3 clusters Score -2155289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2155316.250000 Penalty: 4886.087402
	Iteration 26Q: 3 clusters Score -2155316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2155328.250000 Penalty: 4886.087402
	Iteration 27Q: 3 clusters Score -2155328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2155340.250000 Penalty: 4886.087402
	Iteration 28Q: 3 clusters Score -2155340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2155348.250000 Penalty: 4886.087402
	Iteration 29Q: 3 clusters Score -2155348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2155348.750000 Penalty: 4886.087402
	Iteration 30Q: 3 clusters Score -2155349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2155345.000000 Penalty: 4886.087402
	Iteration 31Q: 3 clusters Score -2155345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2155349.250000 Penalty: 4886.087402
	Iteration 32Q: 3 clusters Score -2155349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2155354.250000 Penalty: 4886.087402
	Iteration 33Q: 3 clusters Score -2155354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2155361.500000 Penalty: 4886.087402
	Iteration 34Q: 3 clusters Score -2155362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2155365.500000 Penalty: 4886.087402
	Iteration 35Q: 3 clusters Score -2155366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2155362.750000 Penalty: 4886.087402
	Iteration 36Q: 3 clusters Score -2155363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2155362.750000 Penalty: 4886.087402
	Iteration 37F: 3 clusters Score -2155363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Entering Unmasked Estep 
Score: -883981.500000 Penalty: 2214.598389
	Iteration 0F: 2 clusters Score -883981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -877818.625000 Penalty: 4429.196777
	Iteration 0F: 3 clusters Score -877818.6 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -879377.625000 Penalty: 4429.196777
	Iteration 1F: 3 clusters Score -879377.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -879629.250000 Penalty: 4429.196777
	Iteration 2F: 3 clusters Score -879629.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -879799.312500 Penalty: 4429.196777
	Iteration 3F: 3 clusters Score -879799.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -879926.562500 Penalty: 4429.196777
	Iteration 4Q: 3 clusters Score -879926.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -880030.625000 Penalty: 4429.196777
	Iteration 5Q: 3 clusters Score -880030.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -880121.750000 Penalty: 4429.196777
	Iteration 6Q: 3 clusters Score -880121.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -880205.875000 Penalty: 4429.196777
	Iteration 7Q: 3 clusters Score -880205.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -880283.625000 Penalty: 4429.196777
	Iteration 8Q: 3 clusters Score -880283.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -880358.187500 Penalty: 4429.196777
	Iteration 9Q: 3 clusters Score -880358.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -880441.500000 Penalty: 4429.196777
	Iteration 10Q: 3 clusters Score -880441.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -880528.000000 Penalty: 4429.196777
	Iteration 11Q: 3 clusters Score -880528 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -880652.312500 Penalty: 4429.196777
	Iteration 12Q: 3 clusters Score -880652.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -880795.500000 Penalty: 4429.196777
	Iteration 13Q: 3 clusters Score -880795.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -880947.312500 Penalty: 4429.196777
	Iteration 14Q: 3 clusters Score -880947.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -881114.437500 Penalty: 4429.196777
	Iteration 15Q: 3 clusters Score -881114.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -881285.000000 Penalty: 4429.196777
	Iteration 16Q: 3 clusters Score -881285 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -881455.437500 Penalty: 4429.196777
	Iteration 17Q: 3 clusters Score -881455.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -881603.187500 Penalty: 4429.196777
	Iteration 18Q: 3 clusters Score -881603.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -881717.375000 Penalty: 4429.196777
	Iteration 19Q: 3 clusters Score -881717.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -881794.687500 Penalty: 4429.196777
	Iteration 20F: 3 clusters Score -881794.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -881862.562500 Penalty: 4429.196777
	Iteration 21Q: 3 clusters Score -881862.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -881912.937500 Penalty: 4429.196777
	Iteration 22Q: 3 clusters Score -881912.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -881950.687500 Penalty: 4429.196777
	Iteration 23Q: 3 clusters Score -881950.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -881984.312500 Penalty: 4429.196777
	Iteration 24Q: 3 clusters Score -881984.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -882007.375000 Penalty: 4429.196777
	Iteration 25Q: 3 clusters Score -882007.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -882034.062500 Penalty: 4429.196777
	Iteration 26Q: 3 clusters Score -882034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -882044.812500 Penalty: 4429.196777
	Iteration 27Q: 3 clusters Score -882044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -882051.875000 Penalty: 4429.196777
	Iteration 28Q: 3 clusters Score -882051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -882063.250000 Penalty: 4429.196777
	Iteration 29Q: 3 clusters Score -882063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -882069.812500 Penalty: 4429.196777
	Iteration 30Q: 3 clusters Score -882069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -882070.687500 Penalty: 4429.196777
	Iteration 31Q: 3 clusters Score -882070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -882075.062500 Penalty: 4429.196777
	Iteration 32Q: 3 clusters Score -882075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -882079.812500 Penalty: 4429.196777
	Iteration 33Q: 3 clusters Score -882079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -882083.812500 Penalty: 4429.196777
	Iteration 34Q: 3 clusters Score -882083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -882084.000000 Penalty: 4429.196777
	Iteration 35Q: 3 clusters Score -882084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -882088.000000 Penalty: 4429.196777
	Iteration 36Q: 3 clusters Score -882088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -882088.062500 Penalty: 4429.196777
	Iteration 37Q: 3 clusters Score -882088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -882088.250000 Penalty: 4429.196777
	Iteration 38Q: 3 clusters Score -882088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -882088.250000 Penalty: 4429.196777
	Iteration 39F: 3 clusters Score -882088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Entering Unmasked Estep 
Score: -4706931.500000 Penalty: 2644.582520
	Iteration 0F: 2 clusters Score -4706932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4677905.000000 Penalty: 5289.165039
	Iteration 0F: 3 clusters Score -4677905 nChanged 19686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4688816.000000 Penalty: 5289.165039
	Iteration 1F: 3 clusters Score -4688816 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4689469.500000 Penalty: 5289.165039
	Iteration 2Q: 3 clusters Score -4689470 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4690363.500000 Penalty: 5289.165039
	Iteration 3Q: 3 clusters Score -4690364 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4691518.500000 Penalty: 5289.165039
	Iteration 4F: 3 clusters Score -4691518 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4693238.000000 Penalty: 5289.165039
	Iteration 5F: 3 clusters Score -4693238 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4695627.000000 Penalty: 5289.165039
	Iteration 6F: 3 clusters Score -4695627 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4698539.500000 Penalty: 5289.165039
	Iteration 7F: 3 clusters Score -4698540 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4701230.000000 Penalty: 5289.165039
	Iteration 8F: 3 clusters Score -4701230 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4703068.500000 Penalty: 5289.165039
	Iteration 9Q: 3 clusters Score -4703068 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4703959.000000 Penalty: 5289.165039
	Iteration 10Q: 3 clusters Score -4703959 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4704339.000000 Penalty: 5289.165039
	Iteration 11Q: 3 clusters Score -4704339 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4704547.000000 Penalty: 5289.165039
	Iteration 12Q: 3 clusters Score -4704547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4704646.000000 Penalty: 5289.165039
	Iteration 13Q: 3 clusters Score -4704646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4704696.500000 Penalty: 5289.165039
	Iteration 14Q: 3 clusters Score -4704696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4704720.000000 Penalty: 5289.165039
	Iteration 15Q: 3 clusters Score -4704720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4704734.500000 Penalty: 5289.165039
	Iteration 16Q: 3 clusters Score -4704734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4704736.000000 Penalty: 5289.165039
	Iteration 17Q: 3 clusters Score -4704736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4704743.500000 Penalty: 5289.165039
	Iteration 18Q: 3 clusters Score -4704744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4704739.500000 Penalty: 5289.165039
	Iteration 19Q: 3 clusters Score -4704740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4704748.500000 Penalty: 5289.165039
	Iteration 20F: 3 clusters Score -4704748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4704748.000000 Penalty: 5289.165039
	Iteration 21Q: 3 clusters Score -4704748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4704757.000000 Penalty: 5289.165039
	Iteration 22Q: 3 clusters Score -4704757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4704762.500000 Penalty: 5289.165039
	Iteration 23Q: 3 clusters Score -4704762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4704772.500000 Penalty: 5289.165039
	Iteration 24Q: 3 clusters Score -4704772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4704777.500000 Penalty: 5289.165039
	Iteration 25Q: 3 clusters Score -4704778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4704776.500000 Penalty: 5289.165039
	Iteration 26Q: 3 clusters Score -4704776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4704776.500000 Penalty: 5289.165039
	Iteration 27F: 3 clusters Score -4704776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Entering Unmasked Estep 
Score: -655509.750000 Penalty: 2145.757568
	Iteration 0F: 2 clusters Score -655509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -650521.625000 Penalty: 4291.515137
	Iteration 0F: 3 clusters Score -650521.6 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -651755.625000 Penalty: 4291.515137
	Iteration 1F: 3 clusters Score -651755.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -651965.000000 Penalty: 4291.515137
	Iteration 2F: 3 clusters Score -651965 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -652100.687500 Penalty: 4291.515137
	Iteration 3Q: 3 clusters Score -652100.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -652191.062500 Penalty: 4291.515137
	Iteration 4Q: 3 clusters Score -652191.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -652252.500000 Penalty: 4291.515137
	Iteration 5Q: 3 clusters Score -652252.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -652299.062500 Penalty: 4291.515137
	Iteration 6Q: 3 clusters Score -652299.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -652337.062500 Penalty: 4291.515137
	Iteration 7Q: 3 clusters Score -652337.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -652369.062500 Penalty: 4291.515137
	Iteration 8Q: 3 clusters Score -652369.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -652393.375000 Penalty: 4291.515137
	Iteration 9Q: 3 clusters Score -652393.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -652416.062500 Penalty: 4291.515137
	Iteration 10Q: 3 clusters Score -652416.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -652439.937500 Penalty: 4291.515137
	Iteration 11Q: 3 clusters Score -652439.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -652461.375000 Penalty: 4291.515137
	Iteration 12Q: 3 clusters Score -652461.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -652480.687500 Penalty: 4291.515137
	Iteration 13Q: 3 clusters Score -652480.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -652495.625000 Penalty: 4291.515137
	Iteration 14Q: 3 clusters Score -652495.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -652510.000000 Penalty: 4291.515137
	Iteration 15Q: 3 clusters Score -652510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -652521.750000 Penalty: 4291.515137
	Iteration 16Q: 3 clusters Score -652521.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -652532.562500 Penalty: 4291.515137
	Iteration 17Q: 3 clusters Score -652532.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -652546.500000 Penalty: 4291.515137
	Iteration 18Q: 3 clusters Score -652546.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -652568.062500 Penalty: 4291.515137
	Iteration 19Q: 3 clusters Score -652568.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -652592.625000 Penalty: 4291.515137
	Iteration 20F: 3 clusters Score -652592.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -652614.187500 Penalty: 4291.515137
	Iteration 21Q: 3 clusters Score -652614.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -652634.062500 Penalty: 4291.515137
	Iteration 22Q: 3 clusters Score -652634.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -652659.687500 Penalty: 4291.515137
	Iteration 23Q: 3 clusters Score -652659.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -652687.812500 Penalty: 4291.515137
	Iteration 24Q: 3 clusters Score -652687.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -652727.000000 Penalty: 4291.515137
	Iteration 25Q: 3 clusters Score -652727 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -652761.000000 Penalty: 4291.515137
	Iteration 26Q: 3 clusters Score -652761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -652796.187500 Penalty: 4291.515137
	Iteration 27Q: 3 clusters Score -652796.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -652833.437500 Penalty: 4291.515137
	Iteration 28Q: 3 clusters Score -652833.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -652872.625000 Penalty: 4291.515137
	Iteration 29Q: 3 clusters Score -652872.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -652923.812500 Penalty: 4291.515137
	Iteration 30Q: 3 clusters Score -652923.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -652975.437500 Penalty: 4291.515137
	Iteration 31Q: 3 clusters Score -652975.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -653030.875000 Penalty: 4291.515137
	Iteration 32Q: 3 clusters Score -653030.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -653083.687500 Penalty: 4291.515137
	Iteration 33Q: 3 clusters Score -653083.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -653130.812500 Penalty: 4291.515137
	Iteration 34Q: 3 clusters Score -653130.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -653172.375000 Penalty: 4291.515137
	Iteration 35Q: 3 clusters Score -653172.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -653226.500000 Penalty: 4291.515137
	Iteration 36Q: 3 clusters Score -653226.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -653275.750000 Penalty: 4291.515137
	Iteration 37Q: 3 clusters Score -653275.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -653317.125000 Penalty: 4291.515137
	Iteration 38Q: 3 clusters Score -653317.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -653363.750000 Penalty: 4291.515137
	Iteration 39Q: 3 clusters Score -653363.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -653398.437500 Penalty: 4291.515137
	Iteration 40F: 3 clusters Score -653398.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -653433.875000 Penalty: 4291.515137
	Iteration 41Q: 3 clusters Score -653433.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -653455.500000 Penalty: 4291.515137
	Iteration 42Q: 3 clusters Score -653455.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -653477.937500 Penalty: 4291.515137
	Iteration 43Q: 3 clusters Score -653477.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -653497.750000 Penalty: 4291.515137
	Iteration 44Q: 3 clusters Score -653497.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -653519.250000 Penalty: 4291.515137
	Iteration 45Q: 3 clusters Score -653519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -653540.875000 Penalty: 4291.515137
	Iteration 46Q: 3 clusters Score -653540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -653551.625000 Penalty: 4291.515137
	Iteration 47Q: 3 clusters Score -653551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -653562.437500 Penalty: 4291.515137
	Iteration 48Q: 3 clusters Score -653562.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -653573.125000 Penalty: 4291.515137
	Iteration 49Q: 3 clusters Score -653573.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -653583.500000 Penalty: 4291.515137
	Iteration 50Q: 3 clusters Score -653583.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -653591.875000 Penalty: 4291.515137
	Iteration 51Q: 3 clusters Score -653591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -653595.875000 Penalty: 4291.515137
	Iteration 52Q: 3 clusters Score -653595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -653597.562500 Penalty: 4291.515137
	Iteration 53Q: 3 clusters Score -653597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -653598.500000 Penalty: 4291.515137
	Iteration 54Q: 3 clusters Score -653598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -653598.125000 Penalty: 4291.515137
	Iteration 55Q: 3 clusters Score -653598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -653602.375000 Penalty: 4291.515137
	Iteration 56Q: 3 clusters Score -653602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -653604.062500 Penalty: 4291.515137
	Iteration 57Q: 3 clusters Score -653604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -653604.375000 Penalty: 4291.515137
	Iteration 58Q: 3 clusters Score -653604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -653604.375000 Penalty: 4291.515137
	Iteration 59F: 3 clusters Score -653604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Entering Unmasked Estep 
Score: -4410693.500000 Penalty: 2622.118652
	Iteration 0F: 2 clusters Score -4410694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4384290.000000 Penalty: 5244.237305
	Iteration 0F: 3 clusters Score -4384290 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4394470.000000 Penalty: 5244.237305
	Iteration 1F: 3 clusters Score -4394470 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4395795.000000 Penalty: 5244.237305
	Iteration 2F: 3 clusters Score -4395795 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4397855.000000 Penalty: 5244.237305
	Iteration 3F: 3 clusters Score -4397855 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4400331.000000 Penalty: 5244.237305
	Iteration 4F: 3 clusters Score -4400331 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4402554.500000 Penalty: 5244.237305
	Iteration 5F: 3 clusters Score -4402554 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4404224.000000 Penalty: 5244.237305
	Iteration 6F: 3 clusters Score -4404224 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4405432.000000 Penalty: 5244.237305
	Iteration 7F: 3 clusters Score -4405432 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4406319.000000 Penalty: 5244.237305
	Iteration 8Q: 3 clusters Score -4406319 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4406960.000000 Penalty: 5244.237305
	Iteration 9Q: 3 clusters Score -4406960 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4407525.500000 Penalty: 5244.237305
	Iteration 10Q: 3 clusters Score -4407526 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4407966.000000 Penalty: 5244.237305
	Iteration 11Q: 3 clusters Score -4407966 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4408292.000000 Penalty: 5244.237305
	Iteration 12Q: 3 clusters Score -4408292 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4408586.500000 Penalty: 5244.237305
	Iteration 13Q: 3 clusters Score -4408586 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4408813.000000 Penalty: 5244.237305
	Iteration 14Q: 3 clusters Score -4408813 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4409014.500000 Penalty: 5244.237305
	Iteration 15Q: 3 clusters Score -4409014 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4409167.000000 Penalty: 5244.237305
	Iteration 16Q: 3 clusters Score -4409167 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4409280.500000 Penalty: 5244.237305
	Iteration 17Q: 3 clusters Score -4409280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4409359.000000 Penalty: 5244.237305
	Iteration 18Q: 3 clusters Score -4409359 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4409433.000000 Penalty: 5244.237305
	Iteration 19Q: 3 clusters Score -4409433 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4409487.000000 Penalty: 5244.237305
	Iteration 20F: 3 clusters Score -4409487 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4409539.000000 Penalty: 5244.237305
	Iteration 21Q: 3 clusters Score -4409539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4409568.500000 Penalty: 5244.237305
	Iteration 22Q: 3 clusters Score -4409568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4409584.000000 Penalty: 5244.237305
	Iteration 23Q: 3 clusters Score -4409584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4409611.500000 Penalty: 5244.237305
	Iteration 24Q: 3 clusters Score -4409612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4409601.500000 Penalty: 5244.237305
	Iteration 25Q: 3 clusters Score -4409602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4409616.500000 Penalty: 5244.237305
	Iteration 26Q: 3 clusters Score -4409616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4409622.500000 Penalty: 5244.237305
	Iteration 27Q: 3 clusters Score -4409622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4409624.000000 Penalty: 5244.237305
	Iteration 28Q: 3 clusters Score -4409624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4409628.500000 Penalty: 5244.237305
	Iteration 29Q: 3 clusters Score -4409628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4409635.500000 Penalty: 5244.237305
	Iteration 30Q: 3 clusters Score -4409636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4409635.000000 Penalty: 5244.237305
	Iteration 31Q: 3 clusters Score -4409635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4409638.500000 Penalty: 5244.237305
	Iteration 32Q: 3 clusters Score -4409638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4409634.500000 Penalty: 5244.237305
	Iteration 33Q: 3 clusters Score -4409634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4409638.000000 Penalty: 5244.237305
	Iteration 34Q: 3 clusters Score -4409638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4409639.500000 Penalty: 5244.237305
	Iteration 35Q: 3 clusters Score -4409640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4409641.000000 Penalty: 5244.237305
	Iteration 36Q: 3 clusters Score -4409641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4409642.000000 Penalty: 5244.237305
	Iteration 37Q: 3 clusters Score -4409642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4409644.000000 Penalty: 5244.237305
	Iteration 38Q: 3 clusters Score -4409644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4409653.000000 Penalty: 5244.237305
	Iteration 39Q: 3 clusters Score -4409653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4409664.000000 Penalty: 5244.237305
	Iteration 40F: 3 clusters Score -4409664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4409664.000000 Penalty: 5244.237305
	Iteration 41Q: 3 clusters Score -4409664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4409659.000000 Penalty: 5244.237305
	Iteration 42Q: 3 clusters Score -4409659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4409661.000000 Penalty: 5244.237305
	Iteration 43Q: 3 clusters Score -4409661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4409666.500000 Penalty: 5244.237305
	Iteration 44Q: 3 clusters Score -4409666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4409668.000000 Penalty: 5244.237305
	Iteration 45Q: 3 clusters Score -4409668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4409668.500000 Penalty: 5244.237305
	Iteration 46Q: 3 clusters Score -4409668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4409662.000000 Penalty: 5244.237305
	Iteration 47Q: 3 clusters Score -4409662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4409660.000000 Penalty: 5244.237305
	Iteration 48Q: 3 clusters Score -4409660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4409661.500000 Penalty: 5244.237305
	Iteration 49Q: 3 clusters Score -4409662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4409658.500000 Penalty: 5244.237305
	Iteration 50Q: 3 clusters Score -4409658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4409658.500000 Penalty: 5244.237305
	Iteration 51F: 3 clusters Score -4409658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -102887.460938 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -102887.5 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 482 members 
Entering Unmasked Estep 
Score: -100930.328125 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -100930.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101200.679688 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -101200.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101306.445312 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -101306.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101379.867188 Penalty: 3413.179932
	Iteration 3Q: 3 clusters Score -101379.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101436.570312 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -101436.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101507.289062 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -101507.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101609.546875 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -101609.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101731.781250 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -101731.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101840.406250 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -101840.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -102037.546875 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -102037.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102384.781250 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -102384.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102481.195312 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -102481.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102552.687500 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -102552.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -102625.968750 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -102626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -102708.757812 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -102708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -102761.867188 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -102761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -102789.296875 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -102789.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102805.968750 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -102806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -102811.820312 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -102811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -102818.281250 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -102818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -102825.984375 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -102826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -102828.726562 Penalty: 3413.179932
	Iteration 21Q: 3 clusters Score -102828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -102830.796875 Penalty: 3413.179932
	Iteration 22Q: 3 clusters Score -102830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102831.867188 Penalty: 3413.179932
	Iteration 23Q: 3 clusters Score -102831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102831.867188 Penalty: 3413.179932
	Iteration 24F: 3 clusters Score -102831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -317489.843750 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -317489.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -314293.687500 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -314293.7 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -314958.875000 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -314958.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -315124.750000 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -315124.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -315220.562500 Penalty: 3943.449219
	Iteration 3F: 3 clusters Score -315220.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -315283.187500 Penalty: 3943.449219
	Iteration 4Q: 3 clusters Score -315283.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -315317.875000 Penalty: 3943.449219
	Iteration 5Q: 3 clusters Score -315317.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -315338.812500 Penalty: 3943.449219
	Iteration 6Q: 3 clusters Score -315338.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -315361.625000 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -315361.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -315376.343750 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -315376.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -315383.250000 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -315383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -315387.031250 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -315387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -315391.343750 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -315391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -315395.468750 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -315395.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -315401.031250 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -315401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -315407.343750 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -315407.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -315411.312500 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -315411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -315414.250000 Penalty: 3943.449219
	Iteration 16Q: 3 clusters Score -315414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -315416.750000 Penalty: 3943.449219
	Iteration 17Q: 3 clusters Score -315416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -315417.468750 Penalty: 3943.449219
	Iteration 18Q: 3 clusters Score -315417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -315418.437500 Penalty: 3943.449219
	Iteration 19Q: 3 clusters Score -315418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -315418.593750 Penalty: 3943.449219
	Iteration 20F: 3 clusters Score -315418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -315419.812500 Penalty: 3943.449219
	Iteration 21Q: 3 clusters Score -315419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -315420.031250 Penalty: 3943.449219
	Iteration 22Q: 3 clusters Score -315420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -315420.031250 Penalty: 3943.449219
	Iteration 23F: 3 clusters Score -315420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -90376.320312 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -90376.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88517.304688 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -88517.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88745.429688 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -88745.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88805.773438 Penalty: 3361.147461
	Iteration 2Q: 3 clusters Score -88805.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88835.710938 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -88835.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88858.007812 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -88858.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88883.757812 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -88883.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88949.445312 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -88949.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89113.320312 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -89113.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89446.640625 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -89446.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89578.687500 Penalty: 3361.147461
	Iteration 9F: 3 clusters Score -89578.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89645.070312 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -89645.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89710.750000 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -89710.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89780.187500 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -89780.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89833.218750 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -89833.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89861.789062 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -89861.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89882.242188 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -89882.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89892.546875 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -89892.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -89897.570312 Penalty: 3361.147461
	Iteration 17Q: 3 clusters Score -89897.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -89904.921875 Penalty: 3361.147461
	Iteration 18Q: 3 clusters Score -89904.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89907.117188 Penalty: 3361.147461
	Iteration 19Q: 3 clusters Score -89907.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89913.914062 Penalty: 3361.147461
	Iteration 20F: 3 clusters Score -89913.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89926.507812 Penalty: 3361.147461
	Iteration 21Q: 3 clusters Score -89926.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -89936.500000 Penalty: 3361.147461
	Iteration 22Q: 3 clusters Score -89936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -89950.148438 Penalty: 3361.147461
	Iteration 23Q: 3 clusters Score -89950.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -89970.296875 Penalty: 3361.147461
	Iteration 24Q: 3 clusters Score -89970.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -89978.750000 Penalty: 3361.147461
	Iteration 25Q: 3 clusters Score -89978.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -89984.375000 Penalty: 3361.147461
	Iteration 26Q: 3 clusters Score -89984.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -89989.906250 Penalty: 3361.147461
	Iteration 27Q: 3 clusters Score -89989.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -90006.289062 Penalty: 3361.147461
	Iteration 28Q: 3 clusters Score -90006.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -90010.765625 Penalty: 3361.147461
	Iteration 29Q: 3 clusters Score -90010.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -90020.984375 Penalty: 3361.147461
	Iteration 30Q: 3 clusters Score -90020.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -90028.773438 Penalty: 3361.147461
	Iteration 31Q: 3 clusters Score -90028.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -90037.062500 Penalty: 3361.147461
	Iteration 32Q: 3 clusters Score -90037.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -90037.062500 Penalty: 3361.147461
	Iteration 33F: 3 clusters Score -90037.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Entering Unmasked Estep 
Score: -1037975.000000 Penalty: 2266.619873
	Iteration 0F: 2 clusters Score -1037975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1030757.500000 Penalty: 4533.239746
	Iteration 0F: 3 clusters Score -1030758 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1032864.125000 Penalty: 4533.239746
	Iteration 1F: 3 clusters Score -1032864 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1033337.562500 Penalty: 4533.239746
	Iteration 2F: 3 clusters Score -1033338 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1033833.750000 Penalty: 4533.239746
	Iteration 3F: 3 clusters Score -1033834 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1034300.875000 Penalty: 4533.239746
	Iteration 4F: 3 clusters Score -1034301 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1034733.250000 Penalty: 4533.239746
	Iteration 5F: 3 clusters Score -1034733 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1035110.125000 Penalty: 4533.239746
	Iteration 6F: 3 clusters Score -1035110 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1035391.375000 Penalty: 4533.239746
	Iteration 7Q: 3 clusters Score -1035391 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1035610.000000 Penalty: 4533.239746
	Iteration 8Q: 3 clusters Score -1035610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1035763.125000 Penalty: 4533.239746
	Iteration 9Q: 3 clusters Score -1035763 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1035892.625000 Penalty: 4533.239746
	Iteration 10Q: 3 clusters Score -1035893 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1035994.812500 Penalty: 4533.239746
	Iteration 11Q: 3 clusters Score -1035995 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1036082.187500 Penalty: 4533.239746
	Iteration 12Q: 3 clusters Score -1036082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1036155.687500 Penalty: 4533.239746
	Iteration 13Q: 3 clusters Score -1036156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1036207.125000 Penalty: 4533.239746
	Iteration 14Q: 3 clusters Score -1036207 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1036247.937500 Penalty: 4533.239746
	Iteration 15Q: 3 clusters Score -1036248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1036284.250000 Penalty: 4533.239746
	Iteration 16Q: 3 clusters Score -1036284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1036313.500000 Penalty: 4533.239746
	Iteration 17Q: 3 clusters Score -1036314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1036346.875000 Penalty: 4533.239746
	Iteration 18Q: 3 clusters Score -1036347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1036375.250000 Penalty: 4533.239746
	Iteration 19Q: 3 clusters Score -1036375 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1036401.937500 Penalty: 4533.239746
	Iteration 20F: 3 clusters Score -1036402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1036423.562500 Penalty: 4533.239746
	Iteration 21Q: 3 clusters Score -1036424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1036443.500000 Penalty: 4533.239746
	Iteration 22Q: 3 clusters Score -1036444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1036464.187500 Penalty: 4533.239746
	Iteration 23Q: 3 clusters Score -1036464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1036481.625000 Penalty: 4533.239746
	Iteration 24Q: 3 clusters Score -1036482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1036497.375000 Penalty: 4533.239746
	Iteration 25Q: 3 clusters Score -1036497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1036512.562500 Penalty: 4533.239746
	Iteration 26Q: 3 clusters Score -1036513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1036522.750000 Penalty: 4533.239746
	Iteration 27Q: 3 clusters Score -1036523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1036532.937500 Penalty: 4533.239746
	Iteration 28Q: 3 clusters Score -1036533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1036539.375000 Penalty: 4533.239746
	Iteration 29Q: 3 clusters Score -1036539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1036547.250000 Penalty: 4533.239746
	Iteration 30Q: 3 clusters Score -1036547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1036553.875000 Penalty: 4533.239746
	Iteration 31Q: 3 clusters Score -1036554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1036558.500000 Penalty: 4533.239746
	Iteration 32Q: 3 clusters Score -1036558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1036569.187500 Penalty: 4533.239746
	Iteration 33Q: 3 clusters Score -1036569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1036574.562500 Penalty: 4533.239746
	Iteration 34Q: 3 clusters Score -1036575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1036580.937500 Penalty: 4533.239746
	Iteration 35Q: 3 clusters Score -1036581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1036585.375000 Penalty: 4533.239746
	Iteration 36Q: 3 clusters Score -1036585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1036592.187500 Penalty: 4533.239746
	Iteration 37Q: 3 clusters Score -1036592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1036600.687500 Penalty: 4533.239746
	Iteration 38Q: 3 clusters Score -1036601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1036605.750000 Penalty: 4533.239746
	Iteration 39Q: 3 clusters Score -1036606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1036609.625000 Penalty: 4533.239746
	Iteration 40F: 3 clusters Score -1036610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1036617.750000 Penalty: 4533.239746
	Iteration 41Q: 3 clusters Score -1036618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1036623.312500 Penalty: 4533.239746
	Iteration 42Q: 3 clusters Score -1036623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1036626.562500 Penalty: 4533.239746
	Iteration 43Q: 3 clusters Score -1036627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1036628.250000 Penalty: 4533.239746
	Iteration 44Q: 3 clusters Score -1036628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1036631.250000 Penalty: 4533.239746
	Iteration 45Q: 3 clusters Score -1036631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1036633.375000 Penalty: 4533.239746
	Iteration 46Q: 3 clusters Score -1036633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1036636.062500 Penalty: 4533.239746
	Iteration 47Q: 3 clusters Score -1036636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1036636.500000 Penalty: 4533.239746
	Iteration 48Q: 3 clusters Score -1036636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1036636.500000 Penalty: 4533.239746
	Iteration 49F: 3 clusters Score -1036636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Entering Unmasked Estep 
Score: -11657263.000000 Penalty: 2864.050781
	Iteration 0F: 2 clusters Score -1.165726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -11587746.000000 Penalty: 5728.101562
	Iteration 0F: 3 clusters Score -1.158775e+07 nChanged 49028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -11616560.000000 Penalty: 5728.101562
	Iteration 1F: 3 clusters Score -1.161656e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -11618305.000000 Penalty: 5728.101562
	Iteration 2Q: 3 clusters Score -1.16183e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -11621279.000000 Penalty: 5728.101562
	Iteration 3F: 3 clusters Score -1.162128e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -11626078.000000 Penalty: 5728.101562
	Iteration 4F: 3 clusters Score -1.162608e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -11632215.000000 Penalty: 5728.101562
	Iteration 5F: 3 clusters Score -1.163222e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -11639071.000000 Penalty: 5728.101562
	Iteration 6F: 3 clusters Score -1.163907e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -11644903.000000 Penalty: 5728.101562
	Iteration 7F: 3 clusters Score -1.16449e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -11648319.000000 Penalty: 5728.101562
	Iteration 8Q: 3 clusters Score -1.164832e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -11649912.000000 Penalty: 5728.101562
	Iteration 9Q: 3 clusters Score -1.164991e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -11650835.000000 Penalty: 5728.101562
	Iteration 10Q: 3 clusters Score -1.165084e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -11651461.000000 Penalty: 5728.101562
	Iteration 11Q: 3 clusters Score -1.165146e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -11651889.000000 Penalty: 5728.101562
	Iteration 12Q: 3 clusters Score -1.165189e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -11652264.000000 Penalty: 5728.101562
	Iteration 13Q: 3 clusters Score -1.165226e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -11652643.000000 Penalty: 5728.101562
	Iteration 14Q: 3 clusters Score -1.165264e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91045 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -11652930.000000 Penalty: 5728.101562
	Iteration 15Q: 3 clusters Score -1.165293e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -11653226.000000 Penalty: 5728.101562
	Iteration 16Q: 3 clusters Score -1.165323e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -11653437.000000 Penalty: 5728.101562
	Iteration 17Q: 3 clusters Score -1.165344e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -11653678.000000 Penalty: 5728.101562
	Iteration 18Q: 3 clusters Score -1.165368e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -11653759.000000 Penalty: 5728.101562
	Iteration 19Q: 3 clusters Score -1.165376e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -11653928.000000 Penalty: 5728.101562
	Iteration 20F: 3 clusters Score -1.165393e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -11654136.000000 Penalty: 5728.101562
	Iteration 21Q: 3 clusters Score -1.165414e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -11654254.000000 Penalty: 5728.101562
	Iteration 22Q: 3 clusters Score -1.165425e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -11654389.000000 Penalty: 5728.101562
	Iteration 23Q: 3 clusters Score -1.165439e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -11654528.000000 Penalty: 5728.101562
	Iteration 24Q: 3 clusters Score -1.165453e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -11654648.000000 Penalty: 5728.101562
	Iteration 25Q: 3 clusters Score -1.165465e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -11654807.000000 Penalty: 5728.101562
	Iteration 26Q: 3 clusters Score -1.165481e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -11654917.000000 Penalty: 5728.101562
	Iteration 27Q: 3 clusters Score -1.165492e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -11655110.000000 Penalty: 5728.101562
	Iteration 28Q: 3 clusters Score -1.165511e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -11655322.000000 Penalty: 5728.101562
	Iteration 29Q: 3 clusters Score -1.165532e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -11655559.000000 Penalty: 5728.101562
	Iteration 30Q: 3 clusters Score -1.165556e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -11655830.000000 Penalty: 5728.101562
	Iteration 31Q: 3 clusters Score -1.165583e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -11656082.000000 Penalty: 5728.101562
	Iteration 32Q: 3 clusters Score -1.165608e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -11656340.000000 Penalty: 5728.101562
	Iteration 33Q: 3 clusters Score -1.165634e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -11656473.000000 Penalty: 5728.101562
	Iteration 34Q: 3 clusters Score -1.165647e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -11656582.000000 Penalty: 5728.101562
	Iteration 35Q: 3 clusters Score -1.165658e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -11656609.000000 Penalty: 5728.101562
	Iteration 36Q: 3 clusters Score -1.165661e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -11656626.000000 Penalty: 5728.101562
	Iteration 37Q: 3 clusters Score -1.165663e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -11656638.000000 Penalty: 5728.101562
	Iteration 38Q: 3 clusters Score -1.165664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -11656646.000000 Penalty: 5728.101562
	Iteration 39Q: 3 clusters Score -1.165665e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -11656659.000000 Penalty: 5728.101562
	Iteration 40F: 3 clusters Score -1.165666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -11656653.000000 Penalty: 5728.101562
	Iteration 41Q: 3 clusters Score -1.165665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -11656656.000000 Penalty: 5728.101562
	Iteration 42Q: 3 clusters Score -1.165666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98575 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -11656680.000000 Penalty: 5728.101562
	Iteration 43Q: 3 clusters Score -1.165668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -11656669.000000 Penalty: 5728.101562
	Iteration 44Q: 3 clusters Score -1.165667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -11656677.000000 Penalty: 5728.101562
	Iteration 45Q: 3 clusters Score -1.165668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -11656675.000000 Penalty: 5728.101562
	Iteration 46Q: 3 clusters Score -1.165668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -11656666.000000 Penalty: 5728.101562
	Iteration 47Q: 3 clusters Score -1.165667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -11656664.000000 Penalty: 5728.101562
	Iteration 48Q: 3 clusters Score -1.165666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -11656685.000000 Penalty: 5728.101562
	Iteration 49Q: 3 clusters Score -1.165668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -11656691.000000 Penalty: 5728.101562
	Iteration 50Q: 3 clusters Score -1.165669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -11656675.000000 Penalty: 5728.101562
	Iteration 51Q: 3 clusters Score -1.165668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -11656676.000000 Penalty: 5728.101562
	Iteration 52Q: 3 clusters Score -1.165668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -11656662.000000 Penalty: 5728.101562
	Iteration 53Q: 3 clusters Score -1.165666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -11656649.000000 Penalty: 5728.101562
	Iteration 54Q: 3 clusters Score -1.165665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -11656661.000000 Penalty: 5728.101562
	Iteration 55Q: 3 clusters Score -1.165666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -11656661.000000 Penalty: 5728.101562
	Iteration 56F: 3 clusters Score -1.165666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -377474.406250 Penalty: 2024.445312
	Iteration 0F: 2 clusters Score -377474.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -373883.250000 Penalty: 4048.890625
	Iteration 0F: 3 clusters Score -373883.2 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -374681.937500 Penalty: 4048.890625
	Iteration 1F: 3 clusters Score -374681.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -374898.031250 Penalty: 4048.890625
	Iteration 2F: 3 clusters Score -374898 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -375055.250000 Penalty: 4048.890625
	Iteration 3F: 3 clusters Score -375055.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -375157.375000 Penalty: 4048.890625
	Iteration 4Q: 3 clusters Score -375157.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -375220.375000 Penalty: 4048.890625
	Iteration 5Q: 3 clusters Score -375220.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -375253.375000 Penalty: 4048.890625
	Iteration 6Q: 3 clusters Score -375253.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -375281.843750 Penalty: 4048.890625
	Iteration 7Q: 3 clusters Score -375281.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -375316.312500 Penalty: 4048.890625
	Iteration 8Q: 3 clusters Score -375316.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -375347.250000 Penalty: 4048.890625
	Iteration 9Q: 3 clusters Score -375347.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -375366.625000 Penalty: 4048.890625
	Iteration 10Q: 3 clusters Score -375366.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -375382.000000 Penalty: 4048.890625
	Iteration 11Q: 3 clusters Score -375382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -375398.000000 Penalty: 4048.890625
	Iteration 12Q: 3 clusters Score -375398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -375405.156250 Penalty: 4048.890625
	Iteration 13Q: 3 clusters Score -375405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -375408.406250 Penalty: 4048.890625
	Iteration 14Q: 3 clusters Score -375408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -375411.656250 Penalty: 4048.890625
	Iteration 15Q: 3 clusters Score -375411.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -375414.312500 Penalty: 4048.890625
	Iteration 16Q: 3 clusters Score -375414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -375417.218750 Penalty: 4048.890625
	Iteration 17Q: 3 clusters Score -375417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -375419.687500 Penalty: 4048.890625
	Iteration 18Q: 3 clusters Score -375419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -375422.343750 Penalty: 4048.890625
	Iteration 19Q: 3 clusters Score -375422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -375426.812500 Penalty: 4048.890625
	Iteration 20F: 3 clusters Score -375426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -375429.437500 Penalty: 4048.890625
	Iteration 21Q: 3 clusters Score -375429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -375431.062500 Penalty: 4048.890625
	Iteration 22Q: 3 clusters Score -375431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -375435.312500 Penalty: 4048.890625
	Iteration 23Q: 3 clusters Score -375435.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -375440.031250 Penalty: 4048.890625
	Iteration 24Q: 3 clusters Score -375440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -375444.593750 Penalty: 4048.890625
	Iteration 25Q: 3 clusters Score -375444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -375446.156250 Penalty: 4048.890625
	Iteration 26Q: 3 clusters Score -375446.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -375451.593750 Penalty: 4048.890625
	Iteration 27Q: 3 clusters Score -375451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -375454.312500 Penalty: 4048.890625
	Iteration 28Q: 3 clusters Score -375454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -375457.687500 Penalty: 4048.890625
	Iteration 29Q: 3 clusters Score -375457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -375462.062500 Penalty: 4048.890625
	Iteration 30Q: 3 clusters Score -375462.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -375469.656250 Penalty: 4048.890625
	Iteration 31Q: 3 clusters Score -375469.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -375473.875000 Penalty: 4048.890625
	Iteration 32Q: 3 clusters Score -375473.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -375476.281250 Penalty: 4048.890625
	Iteration 33Q: 3 clusters Score -375476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -375480.437500 Penalty: 4048.890625
	Iteration 34Q: 3 clusters Score -375480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -375484.375000 Penalty: 4048.890625
	Iteration 35Q: 3 clusters Score -375484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -375488.281250 Penalty: 4048.890625
	Iteration 36Q: 3 clusters Score -375488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -375491.562500 Penalty: 4048.890625
	Iteration 37Q: 3 clusters Score -375491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -375494.531250 Penalty: 4048.890625
	Iteration 38Q: 3 clusters Score -375494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -375495.531250 Penalty: 4048.890625
	Iteration 39Q: 3 clusters Score -375495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -375497.031250 Penalty: 4048.890625
	Iteration 40F: 3 clusters Score -375497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -375500.375000 Penalty: 4048.890625
	Iteration 41Q: 3 clusters Score -375500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -375503.031250 Penalty: 4048.890625
	Iteration 42Q: 3 clusters Score -375503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -375504.000000 Penalty: 4048.890625
	Iteration 43Q: 3 clusters Score -375504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -375505.968750 Penalty: 4048.890625
	Iteration 44Q: 3 clusters Score -375506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -375508.406250 Penalty: 4048.890625
	Iteration 45Q: 3 clusters Score -375508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -375509.625000 Penalty: 4048.890625
	Iteration 46Q: 3 clusters Score -375509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -375511.687500 Penalty: 4048.890625
	Iteration 47Q: 3 clusters Score -375511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -375512.937500 Penalty: 4048.890625
	Iteration 48Q: 3 clusters Score -375512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -375515.125000 Penalty: 4048.890625
	Iteration 49Q: 3 clusters Score -375515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -375517.218750 Penalty: 4048.890625
	Iteration 50Q: 3 clusters Score -375517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -375517.781250 Penalty: 4048.890625
	Iteration 51Q: 3 clusters Score -375517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -375517.781250 Penalty: 4048.890625
	Iteration 52F: 3 clusters Score -375517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -128818.210938 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -128818.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -126788.679688 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -126788.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127113.500000 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -127113.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127199.718750 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -127199.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127241.281250 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -127241.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127263.710938 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -127263.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127279.312500 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -127279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -127293.335938 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -127293.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127311.250000 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -127311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127327.742188 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -127327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127336.945312 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -127336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127344.640625 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -127344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127352.484375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -127352.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127360.156250 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -127360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127373.492188 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -127373.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127392.328125 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -127392.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127409.593750 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -127409.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127432.351562 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -127432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127448.460938 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -127448.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127467.578125 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -127467.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127482.640625 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -127482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127494.054688 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -127494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127508.570312 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -127508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127520.890625 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -127520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127522.796875 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -127522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127524.976562 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -127525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127525.570312 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -127525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127526.132812 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -127526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127526.132812 Penalty: 3506.657715
	Iteration 27F: 3 clusters Score -127526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (240722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240722 members 
Entering Unmasked Estep 
Score: -27145250.000000 Penalty: 3073.066895
	Iteration 0F: 2 clusters Score -2.714525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120549 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -26993100.000000 Penalty: 6146.133789
	Iteration 0F: 3 clusters Score -2.69931e+07 nChanged 116288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125007 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -27060388.000000 Penalty: 6146.133789
	Iteration 1F: 3 clusters Score -2.706039e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -27061554.000000 Penalty: 6146.133789
	Iteration 2Q: 3 clusters Score -2.706155e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -27063544.000000 Penalty: 6146.133789
	Iteration 3Q: 3 clusters Score -2.706354e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140788 members 
Mstep: Class 2 contains 99934 members 
Entering Unmasked Estep 
Score: -27066680.000000 Penalty: 6146.133789
	Iteration 4Q: 3 clusters Score -2.706668e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -27072250.000000 Penalty: 6146.133789
	Iteration 5F: 3 clusters Score -2.707225e+07 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -27082050.000000 Penalty: 6146.133789
	Iteration 6F: 3 clusters Score -2.708205e+07 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186662 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -27097294.000000 Penalty: 6146.133789
	Iteration 7F: 3 clusters Score -2.709729e+07 nChanged 20756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207312 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -27117332.000000 Penalty: 6146.133789
	Iteration 8F: 3 clusters Score -2.711733e+07 nChanged 17170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224460 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -27133728.000000 Penalty: 6146.133789
	Iteration 9F: 3 clusters Score -2.713373e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234420 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -27139838.000000 Penalty: 6146.133789
	Iteration 10Q: 3 clusters Score -2.713984e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238290 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -27141872.000000 Penalty: 6146.133789
	Iteration 11Q: 3 clusters Score -2.714187e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239546 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -27142428.000000 Penalty: 6146.133789
	Iteration 12Q: 3 clusters Score -2.714243e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239993 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -27142618.000000 Penalty: 6146.133789
	Iteration 13Q: 3 clusters Score -2.714262e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240151 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -27142682.000000 Penalty: 6146.133789
	Iteration 14Q: 3 clusters Score -2.714268e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240217 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -27142700.000000 Penalty: 6146.133789
	Iteration 15Q: 3 clusters Score -2.71427e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240250 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -27142706.000000 Penalty: 6146.133789
	Iteration 16Q: 3 clusters Score -2.714271e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240274 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27142750.000000 Penalty: 6146.133789
	Iteration 17Q: 3 clusters Score -2.714275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240287 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27142756.000000 Penalty: 6146.133789
	Iteration 18Q: 3 clusters Score -2.714276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240296 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27142778.000000 Penalty: 6146.133789
	Iteration 19Q: 3 clusters Score -2.714278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240305 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27142796.000000 Penalty: 6146.133789
	Iteration 20F: 3 clusters Score -2.71428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240307 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27142822.000000 Penalty: 6146.133789
	Iteration 21Q: 3 clusters Score -2.714282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240308 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27142816.000000 Penalty: 6146.133789
	Iteration 22Q: 3 clusters Score -2.714282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240310 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27142834.000000 Penalty: 6146.133789
	Iteration 23Q: 3 clusters Score -2.714283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240310 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27142834.000000 Penalty: 6146.133789
	Iteration 24F: 3 clusters Score -2.714283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -78615.843750 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -78615.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76868.007812 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -76868.01 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77110.359375 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -77110.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77166.187500 Penalty: 3260.545166
	Iteration 2Q: 3 clusters Score -77166.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77187.796875 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -77187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77192.484375 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -77192.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77193.382812 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -77193.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77193.929688 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -77193.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77193.929688 Penalty: 3260.545166
	Iteration 7F: 3 clusters Score -77193.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Entering Unmasked Estep 
Score: -1011604.187500 Penalty: 2248.913818
	Iteration 0F: 2 clusters Score -1011604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1004753.250000 Penalty: 4497.827637
	Iteration 0F: 3 clusters Score -1004753 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1006606.375000 Penalty: 4497.827637
	Iteration 1F: 3 clusters Score -1006606 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1006892.125000 Penalty: 4497.827637
	Iteration 2F: 3 clusters Score -1006892 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1007080.187500 Penalty: 4497.827637
	Iteration 3F: 3 clusters Score -1007080 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1007212.937500 Penalty: 4497.827637
	Iteration 4Q: 3 clusters Score -1007213 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1007333.750000 Penalty: 4497.827637
	Iteration 5Q: 3 clusters Score -1007334 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1007446.562500 Penalty: 4497.827637
	Iteration 6Q: 3 clusters Score -1007447 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1007552.437500 Penalty: 4497.827637
	Iteration 7Q: 3 clusters Score -1007552 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1007668.250000 Penalty: 4497.827637
	Iteration 8Q: 3 clusters Score -1007668 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1007796.250000 Penalty: 4497.827637
	Iteration 9Q: 3 clusters Score -1007796 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1007941.812500 Penalty: 4497.827637
	Iteration 10Q: 3 clusters Score -1007942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1008101.437500 Penalty: 4497.827637
	Iteration 11Q: 3 clusters Score -1008101 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1008264.375000 Penalty: 4497.827637
	Iteration 12Q: 3 clusters Score -1008264 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1008443.937500 Penalty: 4497.827637
	Iteration 13Q: 3 clusters Score -1008444 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1008661.937500 Penalty: 4497.827637
	Iteration 14Q: 3 clusters Score -1008662 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1008869.250000 Penalty: 4497.827637
	Iteration 15Q: 3 clusters Score -1008869 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1009045.000000 Penalty: 4497.827637
	Iteration 16Q: 3 clusters Score -1009045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1009196.500000 Penalty: 4497.827637
	Iteration 17Q: 3 clusters Score -1009196 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1009308.437500 Penalty: 4497.827637
	Iteration 18Q: 3 clusters Score -1009308 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1009396.562500 Penalty: 4497.827637
	Iteration 19Q: 3 clusters Score -1009397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1009469.812500 Penalty: 4497.827637
	Iteration 20F: 3 clusters Score -1009470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1009522.937500 Penalty: 4497.827637
	Iteration 21Q: 3 clusters Score -1009523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1009550.125000 Penalty: 4497.827637
	Iteration 22Q: 3 clusters Score -1009550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1009562.375000 Penalty: 4497.827637
	Iteration 23Q: 3 clusters Score -1009562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1009572.812500 Penalty: 4497.827637
	Iteration 24Q: 3 clusters Score -1009573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1009583.250000 Penalty: 4497.827637
	Iteration 25Q: 3 clusters Score -1009583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1009594.687500 Penalty: 4497.827637
	Iteration 26Q: 3 clusters Score -1009595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1009602.000000 Penalty: 4497.827637
	Iteration 27Q: 3 clusters Score -1009602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1009609.937500 Penalty: 4497.827637
	Iteration 28Q: 3 clusters Score -1009610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1009621.000000 Penalty: 4497.827637
	Iteration 29Q: 3 clusters Score -1009621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1009627.562500 Penalty: 4497.827637
	Iteration 30Q: 3 clusters Score -1009628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1009630.437500 Penalty: 4497.827637
	Iteration 31Q: 3 clusters Score -1009630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1009633.250000 Penalty: 4497.827637
	Iteration 32Q: 3 clusters Score -1009633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1009633.250000 Penalty: 4497.827637
	Iteration 33Q: 3 clusters Score -1009633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1009632.812500 Penalty: 4497.827637
	Iteration 34Q: 3 clusters Score -1009633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1009639.187500 Penalty: 4497.827637
	Iteration 35Q: 3 clusters Score -1009639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1009640.937500 Penalty: 4497.827637
	Iteration 36Q: 3 clusters Score -1009641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1009640.937500 Penalty: 4497.827637
	Iteration 37F: 3 clusters Score -1009641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24227.189453 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24227.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24294.480469 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24294.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24333.136719 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24333.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24361.080078 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -24361.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24363.246094 Penalty: 2740.624756
	Iteration 4Q: 3 clusters Score -24363.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24367.125000 Penalty: 2740.624756
	Iteration 5Q: 3 clusters Score -24367.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24372.074219 Penalty: 2740.624756
	Iteration 6Q: 3 clusters Score -24372.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24377.314453 Penalty: 2740.624756
	Iteration 7Q: 3 clusters Score -24377.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24377.314453 Penalty: 2740.624756
	Iteration 8F: 3 clusters Score -24377.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Entering Unmasked Estep 
Score: -4231612.500000 Penalty: 2612.092041
	Iteration 0F: 2 clusters Score -4231612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4205920.500000 Penalty: 5224.184082
	Iteration 0F: 3 clusters Score -4205920 nChanged 17243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4215515.500000 Penalty: 5224.184082
	Iteration 1F: 3 clusters Score -4215516 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4216047.500000 Penalty: 5224.184082
	Iteration 2Q: 3 clusters Score -4216048 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4216619.500000 Penalty: 5224.184082
	Iteration 3Q: 3 clusters Score -4216620 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4217425.500000 Penalty: 5224.184082
	Iteration 4Q: 3 clusters Score -4217426 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4218407.000000 Penalty: 5224.184082
	Iteration 5Q: 3 clusters Score -4218407 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4219493.500000 Penalty: 5224.184082
	Iteration 6F: 3 clusters Score -4219494 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4220713.500000 Penalty: 5224.184082
	Iteration 7F: 3 clusters Score -4220714 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4222035.500000 Penalty: 5224.184082
	Iteration 8F: 3 clusters Score -4222036 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4223562.000000 Penalty: 5224.184082
	Iteration 9F: 3 clusters Score -4223562 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4225352.500000 Penalty: 5224.184082
	Iteration 10F: 3 clusters Score -4225352 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4227129.000000 Penalty: 5224.184082
	Iteration 11F: 3 clusters Score -4227129 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4228569.500000 Penalty: 5224.184082
	Iteration 12Q: 3 clusters Score -4228570 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4229384.500000 Penalty: 5224.184082
	Iteration 13Q: 3 clusters Score -4229384 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4229824.000000 Penalty: 5224.184082
	Iteration 14Q: 3 clusters Score -4229824 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4230088.000000 Penalty: 5224.184082
	Iteration 15Q: 3 clusters Score -4230088 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4230249.000000 Penalty: 5224.184082
	Iteration 16Q: 3 clusters Score -4230249 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4230338.000000 Penalty: 5224.184082
	Iteration 17Q: 3 clusters Score -4230338 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4230418.500000 Penalty: 5224.184082
	Iteration 18Q: 3 clusters Score -4230418 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4230480.000000 Penalty: 5224.184082
	Iteration 19Q: 3 clusters Score -4230480 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4230530.500000 Penalty: 5224.184082
	Iteration 20F: 3 clusters Score -4230530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4230570.000000 Penalty: 5224.184082
	Iteration 21Q: 3 clusters Score -4230570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4230572.000000 Penalty: 5224.184082
	Iteration 22Q: 3 clusters Score -4230572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4230599.500000 Penalty: 5224.184082
	Iteration 23Q: 3 clusters Score -4230600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4230623.500000 Penalty: 5224.184082
	Iteration 24Q: 3 clusters Score -4230624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4230628.000000 Penalty: 5224.184082
	Iteration 25Q: 3 clusters Score -4230628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4230650.000000 Penalty: 5224.184082
	Iteration 26Q: 3 clusters Score -4230650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4230639.500000 Penalty: 5224.184082
	Iteration 27Q: 3 clusters Score -4230640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4230661.000000 Penalty: 5224.184082
	Iteration 28Q: 3 clusters Score -4230661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4230669.500000 Penalty: 5224.184082
	Iteration 29Q: 3 clusters Score -4230670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4230676.500000 Penalty: 5224.184082
	Iteration 30Q: 3 clusters Score -4230676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4230693.500000 Penalty: 5224.184082
	Iteration 31Q: 3 clusters Score -4230694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4230700.000000 Penalty: 5224.184082
	Iteration 32Q: 3 clusters Score -4230700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4230706.500000 Penalty: 5224.184082
	Iteration 33Q: 3 clusters Score -4230706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4230710.500000 Penalty: 5224.184082
	Iteration 34Q: 3 clusters Score -4230710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4230703.500000 Penalty: 5224.184082
	Iteration 35Q: 3 clusters Score -4230704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4230712.500000 Penalty: 5224.184082
	Iteration 36Q: 3 clusters Score -4230712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4230714.500000 Penalty: 5224.184082
	Iteration 37Q: 3 clusters Score -4230714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4230731.000000 Penalty: 5224.184082
	Iteration 38Q: 3 clusters Score -4230731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4230738.000000 Penalty: 5224.184082
	Iteration 39Q: 3 clusters Score -4230738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4230738.500000 Penalty: 5224.184082
	Iteration 40F: 3 clusters Score -4230738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4230740.000000 Penalty: 5224.184082
	Iteration 41Q: 3 clusters Score -4230740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4230741.500000 Penalty: 5224.184082
	Iteration 42Q: 3 clusters Score -4230742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4230744.000000 Penalty: 5224.184082
	Iteration 43Q: 3 clusters Score -4230744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4230744.000000 Penalty: 5224.184082
	Iteration 44Q: 3 clusters Score -4230744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4230744.000000 Penalty: 5224.184082
	Iteration 45F: 3 clusters Score -4230744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -86316.765625 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -86316.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84567.664062 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -84567.66 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85039.734375 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -85039.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85248.062500 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -85248.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85467.515625 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -85467.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -85546.289062 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -85546.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85564.609375 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -85564.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -85592.281250 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -85592.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -85616.437500 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -85616.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -85640.375000 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -85640.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -85674.515625 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -85674.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85717.742188 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -85717.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85826.515625 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -85826.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -86140.156250 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -86140.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86348.914062 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -86348.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86553.164062 Penalty: 3378.923096
	Iteration 14F: 3 clusters Score -86553.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86738.429688 Penalty: 3378.923096
	Iteration 15F: 3 clusters Score -86738.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86846.875000 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -86846.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86954.875000 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -86954.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87009.414062 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -87009.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87034.960938 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -87034.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87066.320312 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -87066.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87084.062500 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -87084.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87096.273438 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -87096.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87109.710938 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -87109.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87114.906250 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -87114.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87114.906250 Penalty: 3378.923096
	Iteration 25F: 3 clusters Score -87114.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231951 members 
Mstep: Class 2 contains 18977 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 42772 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 39068 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9317 members 
Mstep: Class 11 contains 103631 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240722 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 8675 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37520 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 36697 members 
Mstep: Class 23 contains 8250 members 
Entering Unmasked Estep 
Score: -88581888.000000 Penalty: 74174.375000
Splitting cluster 21 changes total score from -88582896.000000 to -88581888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (36697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Entering Unmasked Estep 
Score: -4173660.750000 Penalty: 2606.591797
	Iteration 0F: 2 clusters Score -4173661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4148677.500000 Penalty: 5213.183594
	Iteration 0F: 3 clusters Score -4148678 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4158131.250000 Penalty: 5213.183594
	Iteration 1F: 3 clusters Score -4158131 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4159011.750000 Penalty: 5213.183594
	Iteration 2F: 3 clusters Score -4159012 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -4160057.750000 Penalty: 5213.183594
	Iteration 3F: 3 clusters Score -4160058 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4161419.000000 Penalty: 5213.183594
	Iteration 4F: 3 clusters Score -4161419 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4163051.250000 Penalty: 5213.183594
	Iteration 5F: 3 clusters Score -4163051 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4164817.000000 Penalty: 5213.183594
	Iteration 6F: 3 clusters Score -4164817 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4166563.750000 Penalty: 5213.183594
	Iteration 7F: 3 clusters Score -4166564 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4168045.750000 Penalty: 5213.183594
	Iteration 8F: 3 clusters Score -4168046 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4169105.000000 Penalty: 5213.183594
	Iteration 9Q: 3 clusters Score -4169105 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4169897.250000 Penalty: 5213.183594
	Iteration 10Q: 3 clusters Score -4169897 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4170375.750000 Penalty: 5213.183594
	Iteration 11Q: 3 clusters Score -4170376 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4170682.500000 Penalty: 5213.183594
	Iteration 12Q: 3 clusters Score -4170682 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4170933.250000 Penalty: 5213.183594
	Iteration 13Q: 3 clusters Score -4170933 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4171077.500000 Penalty: 5213.183594
	Iteration 14Q: 3 clusters Score -4171078 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4171221.250000 Penalty: 5213.183594
	Iteration 15Q: 3 clusters Score -4171221 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4171321.500000 Penalty: 5213.183594
	Iteration 16Q: 3 clusters Score -4171322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4171422.750000 Penalty: 5213.183594
	Iteration 17Q: 3 clusters Score -4171423 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4171509.250000 Penalty: 5213.183594
	Iteration 18Q: 3 clusters Score -4171509 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4171573.500000 Penalty: 5213.183594
	Iteration 19Q: 3 clusters Score -4171574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4171608.500000 Penalty: 5213.183594
	Iteration 20F: 3 clusters Score -4171608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4171646.500000 Penalty: 5213.183594
	Iteration 21Q: 3 clusters Score -4171646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4171673.000000 Penalty: 5213.183594
	Iteration 22Q: 3 clusters Score -4171673 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4171706.500000 Penalty: 5213.183594
	Iteration 23Q: 3 clusters Score -4171706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4171731.000000 Penalty: 5213.183594
	Iteration 24Q: 3 clusters Score -4171731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4171734.000000 Penalty: 5213.183594
	Iteration 25Q: 3 clusters Score -4171734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4171733.000000 Penalty: 5213.183594
	Iteration 26Q: 3 clusters Score -4171733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4171753.500000 Penalty: 5213.183594
	Iteration 27Q: 3 clusters Score -4171754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4171766.000000 Penalty: 5213.183594
	Iteration 28Q: 3 clusters Score -4171766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4171774.250000 Penalty: 5213.183594
	Iteration 29Q: 3 clusters Score -4171774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4171783.750000 Penalty: 5213.183594
	Iteration 30Q: 3 clusters Score -4171784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4171795.250000 Penalty: 5213.183594
	Iteration 31Q: 3 clusters Score -4171795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4171802.500000 Penalty: 5213.183594
	Iteration 32Q: 3 clusters Score -4171802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4171810.000000 Penalty: 5213.183594
	Iteration 33Q: 3 clusters Score -4171810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4171817.500000 Penalty: 5213.183594
	Iteration 34Q: 3 clusters Score -4171818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4171826.250000 Penalty: 5213.183594
	Iteration 35Q: 3 clusters Score -4171826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4171825.000000 Penalty: 5213.183594
	Iteration 36Q: 3 clusters Score -4171825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4171834.750000 Penalty: 5213.183594
	Iteration 37Q: 3 clusters Score -4171835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4171828.000000 Penalty: 5213.183594
	Iteration 38Q: 3 clusters Score -4171828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4171832.250000 Penalty: 5213.183594
	Iteration 39Q: 3 clusters Score -4171832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4171832.250000 Penalty: 5213.183594
	Iteration 40F: 3 clusters Score -4171832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4171837.500000 Penalty: 5213.183594
	Iteration 41Q: 3 clusters Score -4171838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4171833.250000 Penalty: 5213.183594
	Iteration 42Q: 3 clusters Score -4171833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4171838.750000 Penalty: 5213.183594
	Iteration 43Q: 3 clusters Score -4171839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4171839.250000 Penalty: 5213.183594
	Iteration 44Q: 3 clusters Score -4171839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4171839.750000 Penalty: 5213.183594
	Iteration 45Q: 3 clusters Score -4171840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4171837.500000 Penalty: 5213.183594
	Iteration 46Q: 3 clusters Score -4171838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4171837.000000 Penalty: 5213.183594
	Iteration 47Q: 3 clusters Score -4171837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4171836.000000 Penalty: 5213.183594
	Iteration 48Q: 3 clusters Score -4171836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4171837.000000 Penalty: 5213.183594
	Iteration 49Q: 3 clusters Score -4171837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4171837.000000 Penalty: 5213.183594
	Iteration 50F: 3 clusters Score -4171837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Entering Unmasked Estep 
Score: -940560.125000 Penalty: 2236.456055
	Iteration 0F: 2 clusters Score -940560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -933963.875000 Penalty: 4472.912109
	Iteration 0F: 3 clusters Score -933963.9 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -935776.312500 Penalty: 4472.912109
	Iteration 1F: 3 clusters Score -935776.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -935978.437500 Penalty: 4472.912109
	Iteration 2F: 3 clusters Score -935978.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -936103.375000 Penalty: 4472.912109
	Iteration 3Q: 3 clusters Score -936103.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -936200.062500 Penalty: 4472.912109
	Iteration 4Q: 3 clusters Score -936200.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -936284.125000 Penalty: 4472.912109
	Iteration 5Q: 3 clusters Score -936284.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -936352.750000 Penalty: 4472.912109
	Iteration 6Q: 3 clusters Score -936352.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -936410.937500 Penalty: 4472.912109
	Iteration 7Q: 3 clusters Score -936410.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -936456.437500 Penalty: 4472.912109
	Iteration 8Q: 3 clusters Score -936456.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -936488.812500 Penalty: 4472.912109
	Iteration 9Q: 3 clusters Score -936488.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -936517.250000 Penalty: 4472.912109
	Iteration 10Q: 3 clusters Score -936517.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -936541.312500 Penalty: 4472.912109
	Iteration 11Q: 3 clusters Score -936541.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -936564.562500 Penalty: 4472.912109
	Iteration 12Q: 3 clusters Score -936564.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -936580.687500 Penalty: 4472.912109
	Iteration 13Q: 3 clusters Score -936580.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -936603.562500 Penalty: 4472.912109
	Iteration 14Q: 3 clusters Score -936603.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -936631.500000 Penalty: 4472.912109
	Iteration 15Q: 3 clusters Score -936631.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -936662.125000 Penalty: 4472.912109
	Iteration 16Q: 3 clusters Score -936662.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -936689.562500 Penalty: 4472.912109
	Iteration 17Q: 3 clusters Score -936689.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -936720.437500 Penalty: 4472.912109
	Iteration 18Q: 3 clusters Score -936720.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -936746.625000 Penalty: 4472.912109
	Iteration 19Q: 3 clusters Score -936746.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -936777.437500 Penalty: 4472.912109
	Iteration 20F: 3 clusters Score -936777.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -936812.937500 Penalty: 4472.912109
	Iteration 21Q: 3 clusters Score -936812.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -936841.125000 Penalty: 4472.912109
	Iteration 22Q: 3 clusters Score -936841.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -936872.000000 Penalty: 4472.912109
	Iteration 23Q: 3 clusters Score -936872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -936909.937500 Penalty: 4472.912109
	Iteration 24Q: 3 clusters Score -936909.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -936953.625000 Penalty: 4472.912109
	Iteration 25Q: 3 clusters Score -936953.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -937003.812500 Penalty: 4472.912109
	Iteration 26Q: 3 clusters Score -937003.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -937062.562500 Penalty: 4472.912109
	Iteration 27Q: 3 clusters Score -937062.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -937139.812500 Penalty: 4472.912109
	Iteration 28Q: 3 clusters Score -937139.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -937226.437500 Penalty: 4472.912109
	Iteration 29Q: 3 clusters Score -937226.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -937330.562500 Penalty: 4472.912109
	Iteration 30Q: 3 clusters Score -937330.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -937480.875000 Penalty: 4472.912109
	Iteration 31Q: 3 clusters Score -937480.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -937635.125000 Penalty: 4472.912109
	Iteration 32Q: 3 clusters Score -937635.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -937778.062500 Penalty: 4472.912109
	Iteration 33Q: 3 clusters Score -937778.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -937914.875000 Penalty: 4472.912109
	Iteration 34Q: 3 clusters Score -937914.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -938054.625000 Penalty: 4472.912109
	Iteration 35Q: 3 clusters Score -938054.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -938189.750000 Penalty: 4472.912109
	Iteration 36Q: 3 clusters Score -938189.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -938296.937500 Penalty: 4472.912109
	Iteration 37Q: 3 clusters Score -938296.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -938378.437500 Penalty: 4472.912109
	Iteration 38Q: 3 clusters Score -938378.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -938456.437500 Penalty: 4472.912109
	Iteration 39Q: 3 clusters Score -938456.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -938528.312500 Penalty: 4472.912109
	Iteration 40F: 3 clusters Score -938528.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -938580.312500 Penalty: 4472.912109
	Iteration 41Q: 3 clusters Score -938580.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -938615.125000 Penalty: 4472.912109
	Iteration 42Q: 3 clusters Score -938615.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -938638.250000 Penalty: 4472.912109
	Iteration 43Q: 3 clusters Score -938638.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -938657.125000 Penalty: 4472.912109
	Iteration 44Q: 3 clusters Score -938657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -938669.812500 Penalty: 4472.912109
	Iteration 45Q: 3 clusters Score -938669.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -938676.375000 Penalty: 4472.912109
	Iteration 46Q: 3 clusters Score -938676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -938680.562500 Penalty: 4472.912109
	Iteration 47Q: 3 clusters Score -938680.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -938685.937500 Penalty: 4472.912109
	Iteration 48Q: 3 clusters Score -938685.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -938689.937500 Penalty: 4472.912109
	Iteration 49Q: 3 clusters Score -938689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -938688.937500 Penalty: 4472.912109
	Iteration 50Q: 3 clusters Score -938688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -938688.937500 Penalty: 4472.912109
	Iteration 51F: 3 clusters Score -938688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231951 members 
Mstep: Class 2 contains 18977 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 42772 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 39068 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9317 members 
Mstep: Class 11 contains 103631 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240722 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8675 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37520 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 36697 members 
Mstep: Class 23 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582848.000000 Penalty: 70802.812500
Iteration 159Q: 22 clusters Score -8.858285e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231954 members 
Mstep: Class 2 contains 18974 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 42769 members 
Mstep: Class 5 contains 5716 members 
Mstep: Class 6 contains 39118 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 103630 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240715 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37499 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36698 members 
Mstep: Class 23 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 22 clusters Score -8.858273e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231959 members 
Mstep: Class 2 contains 18971 members 
Mstep: Class 3 contains 7537 members 
Mstep: Class 4 contains 42769 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 39161 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 103630 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240732 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36696 members 
Mstep: Class 23 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 22 clusters Score -8.858276e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231944 members 
Mstep: Class 2 contains 18969 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 42765 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 39210 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9282 members 
Mstep: Class 11 contains 103630 members 
Mstep: Class 12 contains 3510 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240740 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37445 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 36696 members 
Mstep: Class 23 contains 8257 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 22 clusters Score -8.85827e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231917 members 
Mstep: Class 2 contains 18973 members 
Mstep: Class 3 contains 7521 members 
Mstep: Class 4 contains 42768 members 
Mstep: Class 5 contains 5694 members 
Mstep: Class 6 contains 39256 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 11 contains 103650 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240750 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37424 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 36691 members 
Mstep: Class 23 contains 8255 members 
Entering Unmasked Estep 
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Iteration 163Q: 22 clusters Score -8.858285e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231908 members 
Mstep: Class 2 contains 18975 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 42768 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 39291 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9252 members 
Mstep: Class 11 contains 103667 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240768 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37409 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 36683 members 
Mstep: Class 23 contains 8254 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 22 clusters Score -8.85828e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231899 members 
Mstep: Class 2 contains 18974 members 
Mstep: Class 3 contains 7505 members 
Mstep: Class 4 contains 42770 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 39325 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9239 members 
Mstep: Class 11 contains 103692 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240765 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37395 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 36677 members 
Mstep: Class 23 contains 8256 members 
Entering Unmasked Estep 
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Iteration 165Q: 22 clusters Score -8.858283e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231892 members 
Mstep: Class 2 contains 18976 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 42763 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 39360 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 103715 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240763 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37376 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 36668 members 
Mstep: Class 23 contains 8254 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 22 clusters Score -8.858288e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231919 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 7504 members 
Mstep: Class 4 contains 42754 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 39382 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 103740 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240740 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37358 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 36666 members 
Mstep: Class 23 contains 8255 members 
Entering Unmasked Estep 
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Iteration 167Q: 22 clusters Score -8.858286e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231901 members 
Mstep: Class 2 contains 18993 members 
Mstep: Class 3 contains 7503 members 
Mstep: Class 4 contains 42740 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 39407 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9162 members 
Mstep: Class 11 contains 103750 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240776 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37340 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 36661 members 
Mstep: Class 23 contains 8260 members 
Entering Unmasked Estep 
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Iteration 168Q: 22 clusters Score -8.858286e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231889 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 42735 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 39439 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 103767 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240792 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37326 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 36658 members 
Mstep: Class 23 contains 8259 members 
Entering Unmasked Estep 
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Iteration 169Q: 22 clusters Score -8.85829e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231925 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 42735 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 39484 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9137 members 
Mstep: Class 11 contains 103771 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240787 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37292 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36649 members 
Mstep: Class 23 contains 8262 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 22 clusters Score -8.858294e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231964 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 42743 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 39521 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9128 members 
Mstep: Class 11 contains 103784 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 240749 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37263 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36646 members 
Mstep: Class 23 contains 8263 members 
Entering Unmasked Estep 
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Iteration 171Q: 22 clusters Score -8.858293e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231961 members 
Mstep: Class 2 contains 19002 members 
Mstep: Class 3 contains 7444 members 
Mstep: Class 4 contains 42743 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 39554 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 103806 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 240749 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8695 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37240 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36644 members 
Mstep: Class 23 contains 8260 members 
Entering Unmasked Estep 
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Iteration 172Q: 22 clusters Score -8.858315e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231970 members 
Mstep: Class 2 contains 19005 members 
Mstep: Class 3 contains 7454 members 
Mstep: Class 4 contains 42752 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 6 contains 39578 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 103809 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 240740 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8695 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37210 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36641 members 
Mstep: Class 23 contains 8265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 22 clusters Score -8.858298e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231925 members 
Mstep: Class 2 contains 19010 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 42753 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 39613 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 103825 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240781 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8698 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37187 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 36644 members 
Mstep: Class 23 contains 8266 members 
Entering Unmasked Estep 
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Iteration 174Q: 22 clusters Score -8.85829e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231879 members 
Mstep: Class 2 contains 19007 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 42753 members 
Mstep: Class 5 contains 5624 members 
Mstep: Class 6 contains 39651 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 103846 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240829 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37164 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 36644 members 
Mstep: Class 23 contains 8268 members 
Entering Unmasked Estep 
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Iteration 175Q: 22 clusters Score -8.858298e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231850 members 
Mstep: Class 2 contains 19009 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 42752 members 
Mstep: Class 5 contains 5618 members 
Mstep: Class 6 contains 39676 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 103871 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240868 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37145 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 36647 members 
Mstep: Class 23 contains 8270 members 
Entering Unmasked Estep 
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Iteration 176Q: 22 clusters Score -8.858302e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231842 members 
Mstep: Class 2 contains 19015 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 42752 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 39702 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8996 members 
Mstep: Class 11 contains 103894 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240898 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37127 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 36637 members 
Mstep: Class 23 contains 8272 members 
Entering Unmasked Estep 
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Iteration 177Q: 22 clusters Score -8.858292e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231835 members 
Mstep: Class 2 contains 19017 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 42752 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 39742 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8988 members 
Mstep: Class 11 contains 103909 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240910 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37102 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 36635 members 
Mstep: Class 23 contains 8274 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -8.858304e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231795 members 
Mstep: Class 2 contains 19023 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 42756 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 39772 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8974 members 
Mstep: Class 11 contains 103928 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240931 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37081 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36641 members 
Mstep: Class 23 contains 8277 members 
Entering Unmasked Estep 
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Iteration 179Q: 22 clusters Score -8.858301e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231794 members 
Mstep: Class 2 contains 19031 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 42757 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 39796 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8965 members 
Mstep: Class 11 contains 103946 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240928 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37054 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 36650 members 
Mstep: Class 23 contains 8276 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 22 clusters Score -8.858318e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231801 members 
Mstep: Class 2 contains 19039 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 42757 members 
Mstep: Class 5 contains 5589 members 
Mstep: Class 6 contains 39827 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8953 members 
Mstep: Class 11 contains 103940 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240903 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8721 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37036 members 
Mstep: Class 21 contains 906 members 
Mstep: Class 22 contains 36660 members 
Mstep: Class 23 contains 8275 members 
Entering Unmasked Estep 
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Iteration 181Q: 22 clusters Score -8.858317e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231815 members 
Mstep: Class 2 contains 19040 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 42757 members 
Mstep: Class 5 contains 5587 members 
Mstep: Class 6 contains 39854 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8947 members 
Mstep: Class 11 contains 103938 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240890 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8727 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 37007 members 
Mstep: Class 21 contains 905 members 
Mstep: Class 22 contains 36666 members 
Mstep: Class 23 contains 8273 members 
Entering Unmasked Estep 
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Iteration 182Q: 22 clusters Score -8.858316e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231819 members 
Mstep: Class 2 contains 19045 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 42756 members 
Mstep: Class 5 contains 5579 members 
Mstep: Class 6 contains 39886 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 11 contains 103934 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 240887 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36986 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 36669 members 
Mstep: Class 23 contains 8273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583184.000000 Penalty: 70802.812500
Iteration 183Q: 22 clusters Score -8.858318e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231838 members 
Mstep: Class 2 contains 19052 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 42757 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 39921 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8936 members 
Mstep: Class 11 contains 103929 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 240870 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8739 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36973 members 
Mstep: Class 21 contains 903 members 
Mstep: Class 22 contains 36662 members 
Mstep: Class 23 contains 8272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583400.000000 Penalty: 70802.812500
Iteration 184Q: 22 clusters Score -8.85834e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231854 members 
Mstep: Class 2 contains 19053 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 4 contains 42756 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 39953 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 103910 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240877 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36959 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 36658 members 
Mstep: Class 23 contains 8275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583392.000000 Penalty: 70802.812500
Iteration 185Q: 22 clusters Score -8.858339e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231851 members 
Mstep: Class 2 contains 19054 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 42759 members 
Mstep: Class 5 contains 5555 members 
Mstep: Class 6 contains 39990 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8910 members 
Mstep: Class 11 contains 103898 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240900 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8767 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36931 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 36663 members 
Mstep: Class 23 contains 8278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583376.000000 Penalty: 70802.812500
Iteration 186Q: 22 clusters Score -8.858338e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231848 members 
Mstep: Class 2 contains 19056 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 42761 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 103888 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240943 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 17 contains 8772 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36903 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 36665 members 
Mstep: Class 23 contains 8281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583552.000000 Penalty: 70802.812500
Iteration 187Q: 22 clusters Score -8.858355e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231871 members 
Mstep: Class 2 contains 19059 members 
Mstep: Class 3 contains 7285 members 
Mstep: Class 4 contains 42750 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 103880 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240959 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 17 contains 8782 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36880 members 
Mstep: Class 21 contains 901 members 
Mstep: Class 22 contains 36665 members 
Mstep: Class 23 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583584.000000 Penalty: 70802.812500
Iteration 188Q: 22 clusters Score -8.858358e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231887 members 
Mstep: Class 2 contains 19060 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 42741 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 103885 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240970 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36844 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 22 contains 36669 members 
Mstep: Class 23 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583560.000000 Penalty: 70802.812500
Iteration 189Q: 22 clusters Score -8.858356e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231864 members 
Mstep: Class 2 contains 19064 members 
Mstep: Class 3 contains 7291 members 
Mstep: Class 4 contains 42739 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 40102 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8856 members 
Mstep: Class 11 contains 103896 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240975 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36814 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 36673 members 
Mstep: Class 23 contains 8288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583616.000000 Penalty: 70802.812500
Iteration 190Q: 22 clusters Score -8.858362e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231883 members 
Mstep: Class 2 contains 19067 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 42739 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 40121 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 103898 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240974 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8803 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36783 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 36682 members 
Mstep: Class 23 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583776.000000 Penalty: 70802.812500
Iteration 191Q: 22 clusters Score -8.858378e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231891 members 
Mstep: Class 2 contains 19071 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 42745 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 40145 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8808 members 
Mstep: Class 11 contains 103895 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 240968 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8807 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36740 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 36692 members 
Mstep: Class 23 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583776.000000 Penalty: 70802.812500
Iteration 192Q: 22 clusters Score -8.858378e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231915 members 
Mstep: Class 2 contains 19072 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 42737 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 40159 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8782 members 
Mstep: Class 11 contains 103897 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 240984 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8815 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36693 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 36696 members 
Mstep: Class 23 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583792.000000 Penalty: 70802.812500
Iteration 193Q: 22 clusters Score -8.858379e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231905 members 
Mstep: Class 2 contains 19075 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 42733 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 40177 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 103903 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 241013 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8823 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36655 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 36707 members 
Mstep: Class 23 contains 8281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583768.000000 Penalty: 70802.812500
Iteration 194Q: 22 clusters Score -8.858377e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231896 members 
Mstep: Class 2 contains 19074 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 42729 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 40189 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8719 members 
Mstep: Class 11 contains 103916 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 241038 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8829 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 36721 members 
Mstep: Class 23 contains 8279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583856.000000 Penalty: 70802.812500
Iteration 195Q: 22 clusters Score -8.858386e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231885 members 
Mstep: Class 2 contains 19076 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 42726 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 40197 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 103931 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 241078 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8836 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36591 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 36726 members 
Mstep: Class 23 contains 8279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583872.000000 Penalty: 70802.812500
Iteration 196Q: 22 clusters Score -8.858387e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231921 members 
Mstep: Class 2 contains 19073 members 
Mstep: Class 3 contains 7392 members 
Mstep: Class 4 contains 42722 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 40208 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 103935 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 241110 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8838 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36565 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 36726 members 
Mstep: Class 23 contains 8279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583760.000000 Penalty: 70802.812500
Iteration 197Q: 22 clusters Score -8.858376e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231968 members 
Mstep: Class 2 contains 19076 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 42716 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 40227 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8580 members 
Mstep: Class 11 contains 103928 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 241133 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8841 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36531 members 
Mstep: Class 21 contains 883 members 
Mstep: Class 22 contains 36724 members 
Mstep: Class 23 contains 8281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583896.000000 Penalty: 70802.812500
Iteration 198Q: 22 clusters Score -8.85839e+07 nChanged 568
Entering ConstructFrom: 
Score: -88583896.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (231992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231992 members 
Entering Unmasked Estep 
Score: -25991172.000000 Penalty: 3063.905518
	Iteration 0F: 2 clusters Score -2.599117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -25841112.000000 Penalty: 6127.811035
	Iteration 0F: 3 clusters Score -2.584111e+07 nChanged 111648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -25906800.000000 Penalty: 6127.811035
	Iteration 1F: 3 clusters Score -2.59068e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119228 members 
Mstep: Class 2 contains 112764 members 
Entering Unmasked Estep 
Score: -25908020.000000 Penalty: 6127.811035
	Iteration 2Q: 3 clusters Score -2.590802e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121683 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -25909270.000000 Penalty: 6127.811035
	Iteration 3Q: 3 clusters Score -2.590927e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125646 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -25911528.000000 Penalty: 6127.811035
	Iteration 4Q: 3 clusters Score -2.591153e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -25914998.000000 Penalty: 6127.811035
	Iteration 5Q: 3 clusters Score -2.5915e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140916 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -25920476.000000 Penalty: 6127.811035
	Iteration 6F: 3 clusters Score -2.592048e+07 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -25929166.000000 Penalty: 6127.811035
	Iteration 7F: 3 clusters Score -2.592917e+07 nChanged 16909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -25942146.000000 Penalty: 6127.811035
	Iteration 8F: 3 clusters Score -2.594215e+07 nChanged 16566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -25956280.000000 Penalty: 6127.811035
	Iteration 9F: 3 clusters Score -2.595628e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196229 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -25967186.000000 Penalty: 6127.811035
	Iteration 10F: 3 clusters Score -2.596719e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204299 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -25974548.000000 Penalty: 6127.811035
	Iteration 11Q: 3 clusters Score -2.597455e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209884 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -25979072.000000 Penalty: 6127.811035
	Iteration 12Q: 3 clusters Score -2.597907e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214053 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -25981768.000000 Penalty: 6127.811035
	Iteration 13Q: 3 clusters Score -2.598177e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217421 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -25984158.000000 Penalty: 6127.811035
	Iteration 14Q: 3 clusters Score -2.598416e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220162 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -25985818.000000 Penalty: 6127.811035
	Iteration 15Q: 3 clusters Score -2.598582e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222406 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -25986846.000000 Penalty: 6127.811035
	Iteration 16Q: 3 clusters Score -2.598685e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224245 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -25987214.000000 Penalty: 6127.811035
	Iteration 17Q: 3 clusters Score -2.598721e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225710 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -25987798.000000 Penalty: 6127.811035
	Iteration 18Q: 3 clusters Score -2.59878e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226855 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -25988058.000000 Penalty: 6127.811035
	Iteration 19Q: 3 clusters Score -2.598806e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227731 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -25988244.000000 Penalty: 6127.811035
	Iteration 20F: 3 clusters Score -2.598824e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228411 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -25988452.000000 Penalty: 6127.811035
	Iteration 21Q: 3 clusters Score -2.598845e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228935 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -25988628.000000 Penalty: 6127.811035
	Iteration 22Q: 3 clusters Score -2.598863e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229324 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -25988692.000000 Penalty: 6127.811035
	Iteration 23Q: 3 clusters Score -2.598869e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229628 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -25988818.000000 Penalty: 6127.811035
	Iteration 24Q: 3 clusters Score -2.598882e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229882 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -25988850.000000 Penalty: 6127.811035
	Iteration 25Q: 3 clusters Score -2.598885e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230082 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -25988854.000000 Penalty: 6127.811035
	Iteration 26Q: 3 clusters Score -2.598885e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230227 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -25988890.000000 Penalty: 6127.811035
	Iteration 27Q: 3 clusters Score -2.598889e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230352 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -25988962.000000 Penalty: 6127.811035
	Iteration 28Q: 3 clusters Score -2.598896e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230449 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -25988972.000000 Penalty: 6127.811035
	Iteration 29Q: 3 clusters Score -2.598897e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230543 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -25988938.000000 Penalty: 6127.811035
	Iteration 30Q: 3 clusters Score -2.598894e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230623 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -25988946.000000 Penalty: 6127.811035
	Iteration 31Q: 3 clusters Score -2.598895e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230677 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -25988952.000000 Penalty: 6127.811035
	Iteration 32Q: 3 clusters Score -2.598895e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230713 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -25988998.000000 Penalty: 6127.811035
	Iteration 33Q: 3 clusters Score -2.5989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230754 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -25989004.000000 Penalty: 6127.811035
	Iteration 34Q: 3 clusters Score -2.5989e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230786 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -25989022.000000 Penalty: 6127.811035
	Iteration 35Q: 3 clusters Score -2.598902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230806 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -25989016.000000 Penalty: 6127.811035
	Iteration 36Q: 3 clusters Score -2.598902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230832 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -25989036.000000 Penalty: 6127.811035
	Iteration 37Q: 3 clusters Score -2.598904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230859 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25989044.000000 Penalty: 6127.811035
	Iteration 38Q: 3 clusters Score -2.598904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230870 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -25989020.000000 Penalty: 6127.811035
	Iteration 39Q: 3 clusters Score -2.598902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230884 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -25989044.000000 Penalty: 6127.811035
	Iteration 40F: 3 clusters Score -2.598904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230892 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25989038.000000 Penalty: 6127.811035
	Iteration 41Q: 3 clusters Score -2.598904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230899 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25989042.000000 Penalty: 6127.811035
	Iteration 42Q: 3 clusters Score -2.598904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230904 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -25989044.000000 Penalty: 6127.811035
	Iteration 43Q: 3 clusters Score -2.598904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230906 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25989046.000000 Penalty: 6127.811035
	Iteration 44Q: 3 clusters Score -2.598905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230907 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -25989036.000000 Penalty: 6127.811035
	Iteration 45Q: 3 clusters Score -2.598904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230906 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25989036.000000 Penalty: 6127.811035
	Iteration 46Q: 3 clusters Score -2.598904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230907 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -25989058.000000 Penalty: 6127.811035
	Iteration 47Q: 3 clusters Score -2.598906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230907 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -25989046.000000 Penalty: 6127.811035
	Iteration 48Q: 3 clusters Score -2.598905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230906 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25989054.000000 Penalty: 6127.811035
	Iteration 49Q: 3 clusters Score -2.598905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230906 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25989054.000000 Penalty: 6127.811035
	Iteration 50F: 3 clusters Score -2.598905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Entering Unmasked Estep 
Score: -2167737.000000 Penalty: 2444.373047
	Iteration 0F: 2 clusters Score -2167737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2154234.500000 Penalty: 4888.746094
	Iteration 0F: 3 clusters Score -2154234 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2158837.750000 Penalty: 4888.746094
	Iteration 1F: 3 clusters Score -2158838 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2159540.000000 Penalty: 4888.746094
	Iteration 2F: 3 clusters Score -2159540 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2160399.500000 Penalty: 4888.746094
	Iteration 3F: 3 clusters Score -2160400 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2161263.250000 Penalty: 4888.746094
	Iteration 4F: 3 clusters Score -2161263 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2162200.500000 Penalty: 4888.746094
	Iteration 5F: 3 clusters Score -2162200 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2163152.750000 Penalty: 4888.746094
	Iteration 6F: 3 clusters Score -2163153 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2164065.250000 Penalty: 4888.746094
	Iteration 7F: 3 clusters Score -2164065 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2164788.750000 Penalty: 4888.746094
	Iteration 8F: 3 clusters Score -2164789 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2165367.000000 Penalty: 4888.746094
	Iteration 9Q: 3 clusters Score -2165367 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2165805.750000 Penalty: 4888.746094
	Iteration 10Q: 3 clusters Score -2165806 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2166124.750000 Penalty: 4888.746094
	Iteration 11Q: 3 clusters Score -2166125 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2166342.250000 Penalty: 4888.746094
	Iteration 12Q: 3 clusters Score -2166342 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2166480.500000 Penalty: 4888.746094
	Iteration 13Q: 3 clusters Score -2166480 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2166585.750000 Penalty: 4888.746094
	Iteration 14Q: 3 clusters Score -2166586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2166663.500000 Penalty: 4888.746094
	Iteration 15Q: 3 clusters Score -2166664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2166721.000000 Penalty: 4888.746094
	Iteration 16Q: 3 clusters Score -2166721 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2166781.000000 Penalty: 4888.746094
	Iteration 17Q: 3 clusters Score -2166781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2166816.250000 Penalty: 4888.746094
	Iteration 18Q: 3 clusters Score -2166816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2166840.000000 Penalty: 4888.746094
	Iteration 19Q: 3 clusters Score -2166840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2166856.750000 Penalty: 4888.746094
	Iteration 20F: 3 clusters Score -2166857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2166878.500000 Penalty: 4888.746094
	Iteration 21Q: 3 clusters Score -2166878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2166900.750000 Penalty: 4888.746094
	Iteration 22Q: 3 clusters Score -2166901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2166932.500000 Penalty: 4888.746094
	Iteration 23Q: 3 clusters Score -2166932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2166966.750000 Penalty: 4888.746094
	Iteration 24Q: 3 clusters Score -2166967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2166986.500000 Penalty: 4888.746094
	Iteration 25Q: 3 clusters Score -2166986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2166993.750000 Penalty: 4888.746094
	Iteration 26Q: 3 clusters Score -2166994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2167007.000000 Penalty: 4888.746094
	Iteration 27Q: 3 clusters Score -2167007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2167012.000000 Penalty: 4888.746094
	Iteration 28Q: 3 clusters Score -2167012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2167018.750000 Penalty: 4888.746094
	Iteration 29Q: 3 clusters Score -2167019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2167022.000000 Penalty: 4888.746094
	Iteration 30Q: 3 clusters Score -2167022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2167024.500000 Penalty: 4888.746094
	Iteration 31Q: 3 clusters Score -2167024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2167026.250000 Penalty: 4888.746094
	Iteration 32Q: 3 clusters Score -2167026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2167026.250000 Penalty: 4888.746094
	Iteration 33Q: 3 clusters Score -2167026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2167026.500000 Penalty: 4888.746094
	Iteration 34Q: 3 clusters Score -2167026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2167026.250000 Penalty: 4888.746094
	Iteration 35Q: 3 clusters Score -2167026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2167026.250000 Penalty: 4888.746094
	Iteration 36F: 3 clusters Score -2167026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -865335.937500 Penalty: 2210.193115
	Iteration 0F: 2 clusters Score -865335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -859291.687500 Penalty: 4420.386230
	Iteration 0F: 3 clusters Score -859291.7 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -860852.062500 Penalty: 4420.386230
	Iteration 1F: 3 clusters Score -860852.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -861068.937500 Penalty: 4420.386230
	Iteration 2F: 3 clusters Score -861068.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -861204.625000 Penalty: 4420.386230
	Iteration 3Q: 3 clusters Score -861204.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -861308.312500 Penalty: 4420.386230
	Iteration 4Q: 3 clusters Score -861308.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -861381.625000 Penalty: 4420.386230
	Iteration 5Q: 3 clusters Score -861381.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -861435.312500 Penalty: 4420.386230
	Iteration 6Q: 3 clusters Score -861435.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -861483.812500 Penalty: 4420.386230
	Iteration 7Q: 3 clusters Score -861483.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -861528.875000 Penalty: 4420.386230
	Iteration 8Q: 3 clusters Score -861528.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -861564.437500 Penalty: 4420.386230
	Iteration 9Q: 3 clusters Score -861564.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -861606.625000 Penalty: 4420.386230
	Iteration 10Q: 3 clusters Score -861606.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -861647.562500 Penalty: 4420.386230
	Iteration 11Q: 3 clusters Score -861647.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -861683.750000 Penalty: 4420.386230
	Iteration 12Q: 3 clusters Score -861683.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -861716.500000 Penalty: 4420.386230
	Iteration 13Q: 3 clusters Score -861716.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -861752.437500 Penalty: 4420.386230
	Iteration 14Q: 3 clusters Score -861752.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -861795.937500 Penalty: 4420.386230
	Iteration 15Q: 3 clusters Score -861795.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -861839.000000 Penalty: 4420.386230
	Iteration 16Q: 3 clusters Score -861839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -861878.875000 Penalty: 4420.386230
	Iteration 17Q: 3 clusters Score -861878.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -861934.375000 Penalty: 4420.386230
	Iteration 18Q: 3 clusters Score -861934.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -861997.875000 Penalty: 4420.386230
	Iteration 19Q: 3 clusters Score -861997.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -862065.062500 Penalty: 4420.386230
	Iteration 20F: 3 clusters Score -862065.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -862134.250000 Penalty: 4420.386230
	Iteration 21Q: 3 clusters Score -862134.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -862210.312500 Penalty: 4420.386230
	Iteration 22Q: 3 clusters Score -862210.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -862310.562500 Penalty: 4420.386230
	Iteration 23Q: 3 clusters Score -862310.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -862418.250000 Penalty: 4420.386230
	Iteration 24Q: 3 clusters Score -862418.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -862545.062500 Penalty: 4420.386230
	Iteration 25Q: 3 clusters Score -862545.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -862685.000000 Penalty: 4420.386230
	Iteration 26Q: 3 clusters Score -862685 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -862815.937500 Penalty: 4420.386230
	Iteration 27Q: 3 clusters Score -862815.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -862933.000000 Penalty: 4420.386230
	Iteration 28Q: 3 clusters Score -862933 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -863039.187500 Penalty: 4420.386230
	Iteration 29Q: 3 clusters Score -863039.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -863122.562500 Penalty: 4420.386230
	Iteration 30Q: 3 clusters Score -863122.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -863184.187500 Penalty: 4420.386230
	Iteration 31Q: 3 clusters Score -863184.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -863228.687500 Penalty: 4420.386230
	Iteration 32Q: 3 clusters Score -863228.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -863265.000000 Penalty: 4420.386230
	Iteration 33Q: 3 clusters Score -863265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -863296.625000 Penalty: 4420.386230
	Iteration 34Q: 3 clusters Score -863296.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -863315.437500 Penalty: 4420.386230
	Iteration 35Q: 3 clusters Score -863315.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -863340.562500 Penalty: 4420.386230
	Iteration 36Q: 3 clusters Score -863340.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -863354.000000 Penalty: 4420.386230
	Iteration 37Q: 3 clusters Score -863354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -863364.000000 Penalty: 4420.386230
	Iteration 38Q: 3 clusters Score -863364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -863371.687500 Penalty: 4420.386230
	Iteration 39Q: 3 clusters Score -863371.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -863385.062500 Penalty: 4420.386230
	Iteration 40F: 3 clusters Score -863385.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -863392.000000 Penalty: 4420.386230
	Iteration 41Q: 3 clusters Score -863392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -863396.187500 Penalty: 4420.386230
	Iteration 42Q: 3 clusters Score -863396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -863400.750000 Penalty: 4420.386230
	Iteration 43Q: 3 clusters Score -863400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -863403.625000 Penalty: 4420.386230
	Iteration 44Q: 3 clusters Score -863403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -863408.500000 Penalty: 4420.386230
	Iteration 45Q: 3 clusters Score -863408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -863410.312500 Penalty: 4420.386230
	Iteration 46Q: 3 clusters Score -863410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -863410.312500 Penalty: 4420.386230
	Iteration 47F: 3 clusters Score -863410.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Entering Unmasked Estep 
Score: -4700979.500000 Penalty: 2644.269043
	Iteration 0F: 2 clusters Score -4700980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4672097.500000 Penalty: 5288.538086
	Iteration 0F: 3 clusters Score -4672098 nChanged 19676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4682822.000000 Penalty: 5288.538086
	Iteration 1F: 3 clusters Score -4682822 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4683382.500000 Penalty: 5288.538086
	Iteration 2Q: 3 clusters Score -4683382 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4683992.000000 Penalty: 5288.538086
	Iteration 3Q: 3 clusters Score -4683992 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4684804.500000 Penalty: 5288.538086
	Iteration 4Q: 3 clusters Score -4684804 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4685883.500000 Penalty: 5288.538086
	Iteration 5F: 3 clusters Score -4685884 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4687436.000000 Penalty: 5288.538086
	Iteration 6F: 3 clusters Score -4687436 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4689547.500000 Penalty: 5288.538086
	Iteration 7F: 3 clusters Score -4689548 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4691894.000000 Penalty: 5288.538086
	Iteration 8F: 3 clusters Score -4691894 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4693966.000000 Penalty: 5288.538086
	Iteration 9F: 3 clusters Score -4693966 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4695717.500000 Penalty: 5288.538086
	Iteration 10Q: 3 clusters Score -4695718 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4697145.000000 Penalty: 5288.538086
	Iteration 11Q: 3 clusters Score -4697145 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4697990.000000 Penalty: 5288.538086
	Iteration 12Q: 3 clusters Score -4697990 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4698368.500000 Penalty: 5288.538086
	Iteration 13Q: 3 clusters Score -4698368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4698508.500000 Penalty: 5288.538086
	Iteration 14Q: 3 clusters Score -4698508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4698592.000000 Penalty: 5288.538086
	Iteration 15Q: 3 clusters Score -4698592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4698643.000000 Penalty: 5288.538086
	Iteration 16Q: 3 clusters Score -4698643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4698663.500000 Penalty: 5288.538086
	Iteration 17Q: 3 clusters Score -4698664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4698682.500000 Penalty: 5288.538086
	Iteration 18Q: 3 clusters Score -4698682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4698700.000000 Penalty: 5288.538086
	Iteration 19Q: 3 clusters Score -4698700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4698697.500000 Penalty: 5288.538086
	Iteration 20F: 3 clusters Score -4698698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4698698.500000 Penalty: 5288.538086
	Iteration 21Q: 3 clusters Score -4698698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4698703.500000 Penalty: 5288.538086
	Iteration 22Q: 3 clusters Score -4698704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4698712.500000 Penalty: 5288.538086
	Iteration 23Q: 3 clusters Score -4698712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4698713.000000 Penalty: 5288.538086
	Iteration 24Q: 3 clusters Score -4698713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4698713.000000 Penalty: 5288.538086
	Iteration 25F: 3 clusters Score -4698713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -628764.125000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -628764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -623931.562500 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -623931.6 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -625041.187500 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -625041.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -625292.500000 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -625292.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -625432.437500 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -625432.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -625510.312500 Penalty: 4270.266113
	Iteration 4Q: 3 clusters Score -625510.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -625567.687500 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -625567.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -625616.437500 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -625616.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -625652.875000 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -625652.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -625687.625000 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -625687.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -625724.062500 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -625724.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -625753.375000 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -625753.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -625780.437500 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -625780.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -625804.750000 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -625804.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -625836.375000 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -625836.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -625866.312500 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -625866.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -625897.937500 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -625897.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -625933.500000 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -625933.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -625967.500000 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -625967.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -626013.125000 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -626013.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -626052.937500 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -626052.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -626102.500000 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -626102.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -626156.000000 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -626156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -626210.437500 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -626210.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -626266.250000 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -626266.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -626318.625000 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -626318.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -626368.625000 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -626368.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -626423.812500 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -626423.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -626473.625000 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -626473.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -626523.562500 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -626523.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -626574.312500 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -626574.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -626613.437500 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -626613.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -626652.562500 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -626652.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -626693.500000 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -626693.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -626728.937500 Penalty: 4270.266113
	Iteration 33Q: 3 clusters Score -626728.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -626753.562500 Penalty: 4270.266113
	Iteration 34Q: 3 clusters Score -626753.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -626775.875000 Penalty: 4270.266113
	Iteration 35Q: 3 clusters Score -626775.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -626792.875000 Penalty: 4270.266113
	Iteration 36Q: 3 clusters Score -626792.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -626808.500000 Penalty: 4270.266113
	Iteration 37Q: 3 clusters Score -626808.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -626820.687500 Penalty: 4270.266113
	Iteration 38Q: 3 clusters Score -626820.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -626830.375000 Penalty: 4270.266113
	Iteration 39Q: 3 clusters Score -626830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -626840.375000 Penalty: 4270.266113
	Iteration 40F: 3 clusters Score -626840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -626849.125000 Penalty: 4270.266113
	Iteration 41Q: 3 clusters Score -626849.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -626859.062500 Penalty: 4270.266113
	Iteration 42Q: 3 clusters Score -626859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -626866.250000 Penalty: 4270.266113
	Iteration 43Q: 3 clusters Score -626866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -626867.187500 Penalty: 4270.266113
	Iteration 44Q: 3 clusters Score -626867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -626868.125000 Penalty: 4270.266113
	Iteration 45Q: 3 clusters Score -626868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -626871.812500 Penalty: 4270.266113
	Iteration 46Q: 3 clusters Score -626871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -626874.125000 Penalty: 4270.266113
	Iteration 47Q: 3 clusters Score -626874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -626881.687500 Penalty: 4270.266113
	Iteration 48Q: 3 clusters Score -626881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -626883.250000 Penalty: 4270.266113
	Iteration 49Q: 3 clusters Score -626883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -626886.687500 Penalty: 4270.266113
	Iteration 50Q: 3 clusters Score -626886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -626889.062500 Penalty: 4270.266113
	Iteration 51Q: 3 clusters Score -626889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -626888.937500 Penalty: 4270.266113
	Iteration 52Q: 3 clusters Score -626888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -626888.937500 Penalty: 4270.266113
	Iteration 53F: 3 clusters Score -626888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Entering Unmasked Estep 
Score: -4543836.500000 Penalty: 2629.461426
	Iteration 0F: 2 clusters Score -4543836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4516742.000000 Penalty: 5258.922852
	Iteration 0F: 3 clusters Score -4516742 nChanged 18316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4526609.500000 Penalty: 5258.922852
	Iteration 1F: 3 clusters Score -4526610 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4527065.500000 Penalty: 5258.922852
	Iteration 2Q: 3 clusters Score -4527066 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4527494.500000 Penalty: 5258.922852
	Iteration 3Q: 3 clusters Score -4527494 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4527921.500000 Penalty: 5258.922852
	Iteration 4Q: 3 clusters Score -4527922 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4528443.500000 Penalty: 5258.922852
	Iteration 5Q: 3 clusters Score -4528444 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4529133.000000 Penalty: 5258.922852
	Iteration 6Q: 3 clusters Score -4529133 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4530118.000000 Penalty: 5258.922852
	Iteration 7Q: 3 clusters Score -4530118 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4531586.500000 Penalty: 5258.922852
	Iteration 8F: 3 clusters Score -4531586 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -4533589.500000 Penalty: 5258.922852
	Iteration 9F: 3 clusters Score -4533590 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4535745.500000 Penalty: 5258.922852
	Iteration 10F: 3 clusters Score -4535746 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4537677.000000 Penalty: 5258.922852
	Iteration 11F: 3 clusters Score -4537677 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4539028.500000 Penalty: 5258.922852
	Iteration 12F: 3 clusters Score -4539028 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4539970.500000 Penalty: 5258.922852
	Iteration 13Q: 3 clusters Score -4539970 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4540659.000000 Penalty: 5258.922852
	Iteration 14Q: 3 clusters Score -4540659 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4541125.500000 Penalty: 5258.922852
	Iteration 15Q: 3 clusters Score -4541126 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4541436.000000 Penalty: 5258.922852
	Iteration 16Q: 3 clusters Score -4541436 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4541655.000000 Penalty: 5258.922852
	Iteration 17Q: 3 clusters Score -4541655 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4541803.000000 Penalty: 5258.922852
	Iteration 18Q: 3 clusters Score -4541803 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4541950.500000 Penalty: 5258.922852
	Iteration 19Q: 3 clusters Score -4541950 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4542063.000000 Penalty: 5258.922852
	Iteration 20F: 3 clusters Score -4542063 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4542163.000000 Penalty: 5258.922852
	Iteration 21Q: 3 clusters Score -4542163 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -4542243.500000 Penalty: 5258.922852
	Iteration 22Q: 3 clusters Score -4542244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -4542300.000000 Penalty: 5258.922852
	Iteration 23Q: 3 clusters Score -4542300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4542351.000000 Penalty: 5258.922852
	Iteration 24Q: 3 clusters Score -4542351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4542407.500000 Penalty: 5258.922852
	Iteration 25Q: 3 clusters Score -4542408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4542444.500000 Penalty: 5258.922852
	Iteration 26Q: 3 clusters Score -4542444 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4542473.000000 Penalty: 5258.922852
	Iteration 27Q: 3 clusters Score -4542473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -4542484.000000 Penalty: 5258.922852
	Iteration 28Q: 3 clusters Score -4542484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4542507.000000 Penalty: 5258.922852
	Iteration 29Q: 3 clusters Score -4542507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4542516.500000 Penalty: 5258.922852
	Iteration 30Q: 3 clusters Score -4542516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4542523.500000 Penalty: 5258.922852
	Iteration 31Q: 3 clusters Score -4542524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4542529.500000 Penalty: 5258.922852
	Iteration 32Q: 3 clusters Score -4542530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4542530.500000 Penalty: 5258.922852
	Iteration 33Q: 3 clusters Score -4542530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -4542526.500000 Penalty: 5258.922852
	Iteration 34Q: 3 clusters Score -4542526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4542539.500000 Penalty: 5258.922852
	Iteration 35Q: 3 clusters Score -4542540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4542539.000000 Penalty: 5258.922852
	Iteration 36Q: 3 clusters Score -4542539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4542541.500000 Penalty: 5258.922852
	Iteration 37Q: 3 clusters Score -4542542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4542544.500000 Penalty: 5258.922852
	Iteration 38Q: 3 clusters Score -4542544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4542547.000000 Penalty: 5258.922852
	Iteration 39Q: 3 clusters Score -4542547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -4542555.500000 Penalty: 5258.922852
	Iteration 40F: 3 clusters Score -4542556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4542549.000000 Penalty: 5258.922852
	Iteration 41Q: 3 clusters Score -4542549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4542551.000000 Penalty: 5258.922852
	Iteration 42Q: 3 clusters Score -4542551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4542554.500000 Penalty: 5258.922852
	Iteration 43Q: 3 clusters Score -4542554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4542554.000000 Penalty: 5258.922852
	Iteration 44Q: 3 clusters Score -4542554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4542550.000000 Penalty: 5258.922852
	Iteration 45Q: 3 clusters Score -4542550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4542550.000000 Penalty: 5258.922852
	Iteration 46Q: 3 clusters Score -4542550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4542550.000000 Penalty: 5258.922852
	Iteration 47Q: 3 clusters Score -4542550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4542552.000000 Penalty: 5258.922852
	Iteration 48Q: 3 clusters Score -4542552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4542552.000000 Penalty: 5258.922852
	Iteration 49F: 3 clusters Score -4542552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -102991.570312 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -102991.6 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 447 members 
Entering Unmasked Estep 
Score: -101050.375000 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -101050.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101364.007812 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -101364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101444.273438 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -101444.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101489.757812 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -101489.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101535.476562 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -101535.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101573.609375 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -101573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101609.375000 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -101609.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101670.640625 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -101670.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101743.359375 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -101743.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101791.718750 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -101791.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101830.437500 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -101830.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101858.406250 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -101858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101885.054688 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -101885.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101919.804688 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -101919.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101957.257812 Penalty: 3413.689209
	Iteration 14Q: 3 clusters Score -101957.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101995.546875 Penalty: 3413.689209
	Iteration 15Q: 3 clusters Score -101995.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102066.742188 Penalty: 3413.689209
	Iteration 16Q: 3 clusters Score -102066.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102166.390625 Penalty: 3413.689209
	Iteration 17Q: 3 clusters Score -102166.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102327.992188 Penalty: 3413.689209
	Iteration 18Q: 3 clusters Score -102328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102684.148438 Penalty: 3413.689209
	Iteration 19Q: 3 clusters Score -102684.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102803.640625 Penalty: 3413.689209
	Iteration 20F: 3 clusters Score -102803.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -102839.171875 Penalty: 3413.689209
	Iteration 21Q: 3 clusters Score -102839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102859.093750 Penalty: 3413.689209
	Iteration 22Q: 3 clusters Score -102859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -102864.898438 Penalty: 3413.689209
	Iteration 23Q: 3 clusters Score -102864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102867.984375 Penalty: 3413.689209
	Iteration 24Q: 3 clusters Score -102868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -102876.570312 Penalty: 3413.689209
	Iteration 25Q: 3 clusters Score -102876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -102883.460938 Penalty: 3413.689209
	Iteration 26Q: 3 clusters Score -102883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102885.257812 Penalty: 3413.689209
	Iteration 27Q: 3 clusters Score -102885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102885.257812 Penalty: 3413.689209
	Iteration 28F: 3 clusters Score -102885.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -314725.656250 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -314725.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -311615.500000 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -311615.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -312234.437500 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -312234.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -312399.656250 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -312399.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -312508.531250 Penalty: 3939.411621
	Iteration 3Q: 3 clusters Score -312508.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -312570.000000 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -312570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -312619.656250 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -312619.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -312670.187500 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -312670.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -312708.843750 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -312708.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -312737.906250 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -312737.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -312762.250000 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -312762.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -312779.343750 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -312779.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -312802.187500 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -312802.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -312821.781250 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -312821.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -312840.625000 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -312840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -312853.125000 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -312853.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -312860.187500 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -312860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312870.000000 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -312870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -312878.875000 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -312878.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -312889.156250 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -312889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -312894.562500 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -312894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -312899.937500 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -312899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -312904.000000 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -312904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -312907.187500 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -312907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -312911.406250 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -312911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -312914.687500 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -312914.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -312917.250000 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -312917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -312920.906250 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -312920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -312925.656250 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -312925.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -312928.812500 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -312928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -312933.906250 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -312933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -312936.843750 Penalty: 3939.411621
	Iteration 30Q: 3 clusters Score -312936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -312938.218750 Penalty: 3939.411621
	Iteration 31Q: 3 clusters Score -312938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -312939.062500 Penalty: 3939.411621
	Iteration 32Q: 3 clusters Score -312939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -312940.312500 Penalty: 3939.411621
	Iteration 33Q: 3 clusters Score -312940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -312941.375000 Penalty: 3939.411621
	Iteration 34Q: 3 clusters Score -312941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -312943.343750 Penalty: 3939.411621
	Iteration 35Q: 3 clusters Score -312943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -312944.312500 Penalty: 3939.411621
	Iteration 36Q: 3 clusters Score -312944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -312947.062500 Penalty: 3939.411621
	Iteration 37Q: 3 clusters Score -312947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -312951.937500 Penalty: 3939.411621
	Iteration 38Q: 3 clusters Score -312951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -312956.906250 Penalty: 3939.411621
	Iteration 39Q: 3 clusters Score -312956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -312959.062500 Penalty: 3939.411621
	Iteration 40F: 3 clusters Score -312959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -312964.625000 Penalty: 3939.411621
	Iteration 41Q: 3 clusters Score -312964.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -312969.375000 Penalty: 3939.411621
	Iteration 42Q: 3 clusters Score -312969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -312974.875000 Penalty: 3939.411621
	Iteration 43Q: 3 clusters Score -312974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -312978.781250 Penalty: 3939.411621
	Iteration 44Q: 3 clusters Score -312978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -312981.812500 Penalty: 3939.411621
	Iteration 45Q: 3 clusters Score -312981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -312984.906250 Penalty: 3939.411621
	Iteration 46Q: 3 clusters Score -312984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -312989.562500 Penalty: 3939.411621
	Iteration 47Q: 3 clusters Score -312989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -312994.437500 Penalty: 3939.411621
	Iteration 48Q: 3 clusters Score -312994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -312999.343750 Penalty: 3939.411621
	Iteration 49Q: 3 clusters Score -312999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -313001.406250 Penalty: 3939.411621
	Iteration 50Q: 3 clusters Score -313001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -313004.031250 Penalty: 3939.411621
	Iteration 51Q: 3 clusters Score -313004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -313005.375000 Penalty: 3939.411621
	Iteration 52Q: 3 clusters Score -313005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -313007.875000 Penalty: 3939.411621
	Iteration 53Q: 3 clusters Score -313007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -313010.750000 Penalty: 3939.411621
	Iteration 54Q: 3 clusters Score -313010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -313012.406250 Penalty: 3939.411621
	Iteration 55Q: 3 clusters Score -313012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -313013.843750 Penalty: 3939.411621
	Iteration 56Q: 3 clusters Score -313013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -313015.125000 Penalty: 3939.411621
	Iteration 57Q: 3 clusters Score -313015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -313016.093750 Penalty: 3939.411621
	Iteration 58Q: 3 clusters Score -313016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -313018.375000 Penalty: 3939.411621
	Iteration 59Q: 3 clusters Score -313018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -313019.656250 Penalty: 3939.411621
	Iteration 60F: 3 clusters Score -313019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -313021.656250 Penalty: 3939.411621
	Iteration 61Q: 3 clusters Score -313021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -313023.156250 Penalty: 3939.411621
	Iteration 62Q: 3 clusters Score -313023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -313024.500000 Penalty: 3939.411621
	Iteration 63Q: 3 clusters Score -313024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -313024.468750 Penalty: 3939.411621
	Iteration 64Q: 3 clusters Score -313024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -313025.093750 Penalty: 3939.411621
	Iteration 65Q: 3 clusters Score -313025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -313025.843750 Penalty: 3939.411621
	Iteration 66Q: 3 clusters Score -313025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -313029.125000 Penalty: 3939.411621
	Iteration 67Q: 3 clusters Score -313029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -313032.687500 Penalty: 3939.411621
	Iteration 68Q: 3 clusters Score -313032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -313035.593750 Penalty: 3939.411621
	Iteration 69Q: 3 clusters Score -313035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -313038.468750 Penalty: 3939.411621
	Iteration 70Q: 3 clusters Score -313038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -313041.937500 Penalty: 3939.411621
	Iteration 71Q: 3 clusters Score -313041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -313042.750000 Penalty: 3939.411621
	Iteration 72Q: 3 clusters Score -313042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -313045.125000 Penalty: 3939.411621
	Iteration 73Q: 3 clusters Score -313045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -313046.718750 Penalty: 3939.411621
	Iteration 74Q: 3 clusters Score -313046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -313047.187500 Penalty: 3939.411621
	Iteration 75Q: 3 clusters Score -313047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -313048.437500 Penalty: 3939.411621
	Iteration 76Q: 3 clusters Score -313048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -313048.437500 Penalty: 3939.411621
	Iteration 77F: 3 clusters Score -313048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -90376.320312 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -90376.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88535.585938 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -88535.59 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88787.132812 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -88787.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88848.375000 Penalty: 3361.147461
	Iteration 2Q: 3 clusters Score -88848.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88877.500000 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -88877.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88893.429688 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -88893.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88905.007812 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -88905.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88907.718750 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -88907.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88913.507812 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -88913.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88915.546875 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -88915.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88921.164062 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -88921.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88924.156250 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -88924.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88925.148438 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -88925.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88927.023438 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -88927.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88928.523438 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -88928.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88928.523438 Penalty: 3361.147461
	Iteration 14F: 3 clusters Score -88928.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Entering Unmasked Estep 
Score: -945701.750000 Penalty: 2244.849609
	Iteration 0F: 2 clusters Score -945701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -938955.562500 Penalty: 4489.699219
	Iteration 0F: 3 clusters Score -938955.6 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -940871.125000 Penalty: 4489.699219
	Iteration 1F: 3 clusters Score -940871.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -941175.812500 Penalty: 4489.699219
	Iteration 2F: 3 clusters Score -941175.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -941346.687500 Penalty: 4489.699219
	Iteration 3Q: 3 clusters Score -941346.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -941449.375000 Penalty: 4489.699219
	Iteration 4Q: 3 clusters Score -941449.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -941529.875000 Penalty: 4489.699219
	Iteration 5Q: 3 clusters Score -941529.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -941610.500000 Penalty: 4489.699219
	Iteration 6Q: 3 clusters Score -941610.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -941685.000000 Penalty: 4489.699219
	Iteration 7Q: 3 clusters Score -941685 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -941764.812500 Penalty: 4489.699219
	Iteration 8Q: 3 clusters Score -941764.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -941830.687500 Penalty: 4489.699219
	Iteration 9Q: 3 clusters Score -941830.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -941893.562500 Penalty: 4489.699219
	Iteration 10Q: 3 clusters Score -941893.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -941946.750000 Penalty: 4489.699219
	Iteration 11Q: 3 clusters Score -941946.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -942004.562500 Penalty: 4489.699219
	Iteration 12Q: 3 clusters Score -942004.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -942057.875000 Penalty: 4489.699219
	Iteration 13Q: 3 clusters Score -942057.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -942122.187500 Penalty: 4489.699219
	Iteration 14Q: 3 clusters Score -942122.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -942214.937500 Penalty: 4489.699219
	Iteration 15Q: 3 clusters Score -942214.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -942313.250000 Penalty: 4489.699219
	Iteration 16Q: 3 clusters Score -942313.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -942443.062500 Penalty: 4489.699219
	Iteration 17Q: 3 clusters Score -942443.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -942620.812500 Penalty: 4489.699219
	Iteration 18Q: 3 clusters Score -942620.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -942834.812500 Penalty: 4489.699219
	Iteration 19Q: 3 clusters Score -942834.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -943031.187500 Penalty: 4489.699219
	Iteration 20F: 3 clusters Score -943031.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -943223.562500 Penalty: 4489.699219
	Iteration 21Q: 3 clusters Score -943223.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -943388.812500 Penalty: 4489.699219
	Iteration 22Q: 3 clusters Score -943388.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -943518.625000 Penalty: 4489.699219
	Iteration 23Q: 3 clusters Score -943518.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -943609.312500 Penalty: 4489.699219
	Iteration 24Q: 3 clusters Score -943609.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -943683.000000 Penalty: 4489.699219
	Iteration 25Q: 3 clusters Score -943683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -943735.562500 Penalty: 4489.699219
	Iteration 26Q: 3 clusters Score -943735.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -943781.937500 Penalty: 4489.699219
	Iteration 27Q: 3 clusters Score -943781.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -943807.062500 Penalty: 4489.699219
	Iteration 28Q: 3 clusters Score -943807.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -943826.437500 Penalty: 4489.699219
	Iteration 29Q: 3 clusters Score -943826.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -943843.250000 Penalty: 4489.699219
	Iteration 30Q: 3 clusters Score -943843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -943856.500000 Penalty: 4489.699219
	Iteration 31Q: 3 clusters Score -943856.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -943869.062500 Penalty: 4489.699219
	Iteration 32Q: 3 clusters Score -943869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -943883.312500 Penalty: 4489.699219
	Iteration 33Q: 3 clusters Score -943883.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -943895.375000 Penalty: 4489.699219
	Iteration 34Q: 3 clusters Score -943895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -943899.625000 Penalty: 4489.699219
	Iteration 35Q: 3 clusters Score -943899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -943903.375000 Penalty: 4489.699219
	Iteration 36Q: 3 clusters Score -943903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -943910.437500 Penalty: 4489.699219
	Iteration 37Q: 3 clusters Score -943910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -943923.937500 Penalty: 4489.699219
	Iteration 38Q: 3 clusters Score -943923.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -943930.687500 Penalty: 4489.699219
	Iteration 39Q: 3 clusters Score -943930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -943935.312500 Penalty: 4489.699219
	Iteration 40F: 3 clusters Score -943935.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -943938.000000 Penalty: 4489.699219
	Iteration 41Q: 3 clusters Score -943938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -943942.437500 Penalty: 4489.699219
	Iteration 42Q: 3 clusters Score -943942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -943944.875000 Penalty: 4489.699219
	Iteration 43Q: 3 clusters Score -943944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -943947.937500 Penalty: 4489.699219
	Iteration 44Q: 3 clusters Score -943947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -943947.937500 Penalty: 4489.699219
	Iteration 45F: 3 clusters Score -943947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Entering Unmasked Estep 
Score: -11691042.000000 Penalty: 2864.767578
	Iteration 0F: 2 clusters Score -1.169104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -11621684.000000 Penalty: 5729.535156
	Iteration 0F: 3 clusters Score -1.162168e+07 nChanged 49236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -11650767.000000 Penalty: 5729.535156
	Iteration 1F: 3 clusters Score -1.165077e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -11652282.000000 Penalty: 5729.535156
	Iteration 2Q: 3 clusters Score -1.165228e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -11654255.000000 Penalty: 5729.535156
	Iteration 3Q: 3 clusters Score -1.165426e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -11656728.000000 Penalty: 5729.535156
	Iteration 4Q: 3 clusters Score -1.165673e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -11660108.000000 Penalty: 5729.535156
	Iteration 5F: 3 clusters Score -1.166011e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -11664656.000000 Penalty: 5729.535156
	Iteration 6F: 3 clusters Score -1.166466e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -11670088.000000 Penalty: 5729.535156
	Iteration 7F: 3 clusters Score -1.167009e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -11674950.000000 Penalty: 5729.535156
	Iteration 8F: 3 clusters Score -1.167495e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -11677950.000000 Penalty: 5729.535156
	Iteration 9F: 3 clusters Score -1.167795e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -11679490.000000 Penalty: 5729.535156
	Iteration 10Q: 3 clusters Score -1.167949e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -11680474.000000 Penalty: 5729.535156
	Iteration 11Q: 3 clusters Score -1.168047e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -11681226.000000 Penalty: 5729.535156
	Iteration 12Q: 3 clusters Score -1.168123e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -11681786.000000 Penalty: 5729.535156
	Iteration 13Q: 3 clusters Score -1.168179e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -11682268.000000 Penalty: 5729.535156
	Iteration 14Q: 3 clusters Score -1.168227e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -11682684.000000 Penalty: 5729.535156
	Iteration 15Q: 3 clusters Score -1.168268e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -11682974.000000 Penalty: 5729.535156
	Iteration 16Q: 3 clusters Score -1.168297e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -11683221.000000 Penalty: 5729.535156
	Iteration 17Q: 3 clusters Score -1.168322e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -11683418.000000 Penalty: 5729.535156
	Iteration 18Q: 3 clusters Score -1.168342e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -11683569.000000 Penalty: 5729.535156
	Iteration 19Q: 3 clusters Score -1.168357e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -11683732.000000 Penalty: 5729.535156
	Iteration 20F: 3 clusters Score -1.168373e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -11683791.000000 Penalty: 5729.535156
	Iteration 21Q: 3 clusters Score -1.168379e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -11683893.000000 Penalty: 5729.535156
	Iteration 22Q: 3 clusters Score -1.168389e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -11684051.000000 Penalty: 5729.535156
	Iteration 23Q: 3 clusters Score -1.168405e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -11684125.000000 Penalty: 5729.535156
	Iteration 24Q: 3 clusters Score -1.168412e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -11684269.000000 Penalty: 5729.535156
	Iteration 25Q: 3 clusters Score -1.168427e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -11684445.000000 Penalty: 5729.535156
	Iteration 26Q: 3 clusters Score -1.168444e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -11684596.000000 Penalty: 5729.535156
	Iteration 27Q: 3 clusters Score -1.16846e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -11684728.000000 Penalty: 5729.535156
	Iteration 28Q: 3 clusters Score -1.168473e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -11684886.000000 Penalty: 5729.535156
	Iteration 29Q: 3 clusters Score -1.168489e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -11685015.000000 Penalty: 5729.535156
	Iteration 30Q: 3 clusters Score -1.168502e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -11685260.000000 Penalty: 5729.535156
	Iteration 31Q: 3 clusters Score -1.168526e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -11685481.000000 Penalty: 5729.535156
	Iteration 32Q: 3 clusters Score -1.168548e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -11685673.000000 Penalty: 5729.535156
	Iteration 33Q: 3 clusters Score -1.168567e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -11685915.000000 Penalty: 5729.535156
	Iteration 34Q: 3 clusters Score -1.168592e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -11686141.000000 Penalty: 5729.535156
	Iteration 35Q: 3 clusters Score -1.168614e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -11686408.000000 Penalty: 5729.535156
	Iteration 36Q: 3 clusters Score -1.168641e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -11686705.000000 Penalty: 5729.535156
	Iteration 37Q: 3 clusters Score -1.16867e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
Score: -11686958.000000 Penalty: 5729.535156
	Iteration 38Q: 3 clusters Score -1.168696e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -11687256.000000 Penalty: 5729.535156
	Iteration 39Q: 3 clusters Score -1.168726e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -11687565.000000 Penalty: 5729.535156
	Iteration 40F: 3 clusters Score -1.168756e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 94511 members 
Entering Unmasked Estep 
Score: -11687832.000000 Penalty: 5729.535156
	Iteration 41Q: 3 clusters Score -1.168783e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -11688236.000000 Penalty: 5729.535156
	Iteration 42Q: 3 clusters Score -1.168824e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -11688584.000000 Penalty: 5729.535156
	Iteration 43Q: 3 clusters Score -1.168858e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -11688936.000000 Penalty: 5729.535156
	Iteration 44Q: 3 clusters Score -1.168894e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -11689460.000000 Penalty: 5729.535156
	Iteration 45Q: 3 clusters Score -1.168946e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -11689772.000000 Penalty: 5729.535156
	Iteration 46Q: 3 clusters Score -1.168977e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -11689991.000000 Penalty: 5729.535156
	Iteration 47Q: 3 clusters Score -1.168999e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
Score: -11690141.000000 Penalty: 5729.535156
	Iteration 48Q: 3 clusters Score -1.169014e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -11690203.000000 Penalty: 5729.535156
	Iteration 49Q: 3 clusters Score -1.16902e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -11690276.000000 Penalty: 5729.535156
	Iteration 50Q: 3 clusters Score -1.169028e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -11690346.000000 Penalty: 5729.535156
	Iteration 51Q: 3 clusters Score -1.169035e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -11690373.000000 Penalty: 5729.535156
	Iteration 52Q: 3 clusters Score -1.169037e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -11690424.000000 Penalty: 5729.535156
	Iteration 53Q: 3 clusters Score -1.169042e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -11690433.000000 Penalty: 5729.535156
	Iteration 54Q: 3 clusters Score -1.169043e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -11690453.000000 Penalty: 5729.535156
	Iteration 55Q: 3 clusters Score -1.169045e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -11690439.000000 Penalty: 5729.535156
	Iteration 56Q: 3 clusters Score -1.169044e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -11690445.000000 Penalty: 5729.535156
	Iteration 57Q: 3 clusters Score -1.169044e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -11690477.000000 Penalty: 5729.535156
	Iteration 58Q: 3 clusters Score -1.169048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -11690473.000000 Penalty: 5729.535156
	Iteration 59Q: 3 clusters Score -1.169047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -11690473.000000 Penalty: 5729.535156
	Iteration 60F: 3 clusters Score -1.169047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -11690469.000000 Penalty: 5729.535156
	Iteration 61Q: 3 clusters Score -1.169047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -11690469.000000 Penalty: 5729.535156
	Iteration 62Q: 3 clusters Score -1.169047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -11690473.000000 Penalty: 5729.535156
	Iteration 63Q: 3 clusters Score -1.169047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -11690471.000000 Penalty: 5729.535156
	Iteration 64Q: 3 clusters Score -1.169047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -11690486.000000 Penalty: 5729.535156
	Iteration 65Q: 3 clusters Score -1.169049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -11690507.000000 Penalty: 5729.535156
	Iteration 66Q: 3 clusters Score -1.169051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -11690506.000000 Penalty: 5729.535156
	Iteration 67Q: 3 clusters Score -1.169051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -11690510.000000 Penalty: 5729.535156
	Iteration 68Q: 3 clusters Score -1.169051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 98632 members 
Entering Unmasked Estep 
Score: -11690505.000000 Penalty: 5729.535156
	Iteration 69Q: 3 clusters Score -1.16905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -11690499.000000 Penalty: 5729.535156
	Iteration 70Q: 3 clusters Score -1.16905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -11690488.000000 Penalty: 5729.535156
	Iteration 71Q: 3 clusters Score -1.169049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -11690490.000000 Penalty: 5729.535156
	Iteration 72Q: 3 clusters Score -1.169049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -11690489.000000 Penalty: 5729.535156
	Iteration 73Q: 3 clusters Score -1.169049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -11690492.000000 Penalty: 5729.535156
	Iteration 74Q: 3 clusters Score -1.169049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -11690492.000000 Penalty: 5729.535156
	Iteration 75F: 3 clusters Score -1.169049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -379181.468750 Penalty: 2025.573730
	Iteration 0F: 2 clusters Score -379181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -375582.312500 Penalty: 4051.147461
	Iteration 0F: 3 clusters Score -375582.3 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -376334.281250 Penalty: 4051.147461
	Iteration 1F: 3 clusters Score -376334.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -376503.937500 Penalty: 4051.147461
	Iteration 2F: 3 clusters Score -376503.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376653.656250 Penalty: 4051.147461
	Iteration 3Q: 3 clusters Score -376653.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -376801.687500 Penalty: 4051.147461
	Iteration 4Q: 3 clusters Score -376801.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -376939.031250 Penalty: 4051.147461
	Iteration 5Q: 3 clusters Score -376939 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -377043.093750 Penalty: 4051.147461
	Iteration 6Q: 3 clusters Score -377043.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -377147.781250 Penalty: 4051.147461
	Iteration 7Q: 3 clusters Score -377147.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -377228.312500 Penalty: 4051.147461
	Iteration 8Q: 3 clusters Score -377228.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -377307.312500 Penalty: 4051.147461
	Iteration 9Q: 3 clusters Score -377307.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -377368.875000 Penalty: 4051.147461
	Iteration 10Q: 3 clusters Score -377368.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -377427.937500 Penalty: 4051.147461
	Iteration 11Q: 3 clusters Score -377427.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -377478.625000 Penalty: 4051.147461
	Iteration 12Q: 3 clusters Score -377478.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -377526.343750 Penalty: 4051.147461
	Iteration 13Q: 3 clusters Score -377526.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -377566.781250 Penalty: 4051.147461
	Iteration 14Q: 3 clusters Score -377566.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -377607.843750 Penalty: 4051.147461
	Iteration 15Q: 3 clusters Score -377607.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -377629.968750 Penalty: 4051.147461
	Iteration 16Q: 3 clusters Score -377630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -377648.281250 Penalty: 4051.147461
	Iteration 17Q: 3 clusters Score -377648.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -377662.250000 Penalty: 4051.147461
	Iteration 18Q: 3 clusters Score -377662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -377671.343750 Penalty: 4051.147461
	Iteration 19Q: 3 clusters Score -377671.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -377680.312500 Penalty: 4051.147461
	Iteration 20F: 3 clusters Score -377680.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -377685.218750 Penalty: 4051.147461
	Iteration 21Q: 3 clusters Score -377685.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -377690.875000 Penalty: 4051.147461
	Iteration 22Q: 3 clusters Score -377690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -377693.687500 Penalty: 4051.147461
	Iteration 23Q: 3 clusters Score -377693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -377695.125000 Penalty: 4051.147461
	Iteration 24Q: 3 clusters Score -377695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -377696.250000 Penalty: 4051.147461
	Iteration 25Q: 3 clusters Score -377696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -377697.093750 Penalty: 4051.147461
	Iteration 26Q: 3 clusters Score -377697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -377698.625000 Penalty: 4051.147461
	Iteration 27Q: 3 clusters Score -377698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -377701.687500 Penalty: 4051.147461
	Iteration 28Q: 3 clusters Score -377701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -377702.687500 Penalty: 4051.147461
	Iteration 29Q: 3 clusters Score -377702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -377704.531250 Penalty: 4051.147461
	Iteration 30Q: 3 clusters Score -377704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -377705.937500 Penalty: 4051.147461
	Iteration 31Q: 3 clusters Score -377705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -377706.781250 Penalty: 4051.147461
	Iteration 32Q: 3 clusters Score -377706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -377708.125000 Penalty: 4051.147461
	Iteration 33Q: 3 clusters Score -377708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -377710.000000 Penalty: 4051.147461
	Iteration 34Q: 3 clusters Score -377710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -377711.687500 Penalty: 4051.147461
	Iteration 35Q: 3 clusters Score -377711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -377711.906250 Penalty: 4051.147461
	Iteration 36Q: 3 clusters Score -377711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -377713.437500 Penalty: 4051.147461
	Iteration 37Q: 3 clusters Score -377713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -377717.000000 Penalty: 4051.147461
	Iteration 38Q: 3 clusters Score -377717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -377718.375000 Penalty: 4051.147461
	Iteration 39Q: 3 clusters Score -377718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -377719.250000 Penalty: 4051.147461
	Iteration 40F: 3 clusters Score -377719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -377719.687500 Penalty: 4051.147461
	Iteration 41Q: 3 clusters Score -377719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -377719.687500 Penalty: 4051.147461
	Iteration 42F: 3 clusters Score -377719.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -127964.953125 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -127965 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 608 members 
Entering Unmasked Estep 
Score: -125939.250000 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -125939.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126236.843750 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -126236.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126317.953125 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -126318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126380.937500 Penalty: 3503.271973
	Iteration 3Q: 3 clusters Score -126380.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -126414.390625 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -126414.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126438.507812 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -126438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -126453.968750 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -126454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126459.070312 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -126459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -126465.468750 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -126465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126468.898438 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -126468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126470.679688 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -126470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126470.679688 Penalty: 3503.271973
	Iteration 11F: 3 clusters Score -126470.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241151 members 
Entering Unmasked Estep 
Score: -27191822.000000 Penalty: 3073.508301
	Iteration 0F: 2 clusters Score -2.719182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -27038694.000000 Penalty: 6147.016602
	Iteration 0F: 3 clusters Score -2.703869e+07 nChanged 116715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113902 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -27107608.000000 Penalty: 6147.016602
	Iteration 1F: 3 clusters Score -2.710761e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 131376 members 
Entering Unmasked Estep 
Score: -27109066.000000 Penalty: 6147.016602
	Iteration 2Q: 3 clusters Score -2.710907e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -27111292.000000 Penalty: 6147.016602
	Iteration 3Q: 3 clusters Score -2.711129e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 147326 members 
Entering Unmasked Estep 
Score: -27115360.000000 Penalty: 6147.016602
	Iteration 4Q: 3 clusters Score -2.711536e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -27123496.000000 Penalty: 6147.016602
	Iteration 5F: 3 clusters Score -2.71235e+07 nChanged 18863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 180006 members 
Entering Unmasked Estep 
Score: -27137052.000000 Penalty: 6147.016602
	Iteration 6F: 3 clusters Score -2.713705e+07 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 201236 members 
Entering Unmasked Estep 
Score: -27156566.000000 Penalty: 6147.016602
	Iteration 7F: 3 clusters Score -2.715657e+07 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 220622 members 
Entering Unmasked Estep 
Score: -27175760.000000 Penalty: 6147.016602
	Iteration 8F: 3 clusters Score -2.717576e+07 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 233179 members 
Entering Unmasked Estep 
Score: -27184340.000000 Penalty: 6147.016602
	Iteration 9F: 3 clusters Score -2.718434e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 238551 members 
Entering Unmasked Estep 
Score: -27187474.000000 Penalty: 6147.016602
	Iteration 10Q: 3 clusters Score -2.718747e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 240222 members 
Entering Unmasked Estep 
Score: -27188616.000000 Penalty: 6147.016602
	Iteration 11Q: 3 clusters Score -2.718862e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 240669 members 
Entering Unmasked Estep 
Score: -27188956.000000 Penalty: 6147.016602
	Iteration 12Q: 3 clusters Score -2.718896e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 240786 members 
Entering Unmasked Estep 
Score: -27189070.000000 Penalty: 6147.016602
	Iteration 13Q: 3 clusters Score -2.718907e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 240823 members 
Entering Unmasked Estep 
Score: -27189104.000000 Penalty: 6147.016602
	Iteration 14Q: 3 clusters Score -2.71891e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 240843 members 
Entering Unmasked Estep 
Score: -27189176.000000 Penalty: 6147.016602
	Iteration 15Q: 3 clusters Score -2.718918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240853 members 
Entering Unmasked Estep 
Score: -27189174.000000 Penalty: 6147.016602
	Iteration 16Q: 3 clusters Score -2.718917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 240862 members 
Entering Unmasked Estep 
Score: -27189170.000000 Penalty: 6147.016602
	Iteration 17Q: 3 clusters Score -2.718917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240870 members 
Entering Unmasked Estep 
Score: -27189186.000000 Penalty: 6147.016602
	Iteration 18Q: 3 clusters Score -2.718919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 240868 members 
Entering Unmasked Estep 
Score: -27189182.000000 Penalty: 6147.016602
	Iteration 19Q: 3 clusters Score -2.718918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240870 members 
Entering Unmasked Estep 
Score: -27189190.000000 Penalty: 6147.016602
	Iteration 20F: 3 clusters Score -2.718919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 240873 members 
Entering Unmasked Estep 
Score: -27189218.000000 Penalty: 6147.016602
	Iteration 21Q: 3 clusters Score -2.718922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240874 members 
Entering Unmasked Estep 
Score: -27189202.000000 Penalty: 6147.016602
	Iteration 22Q: 3 clusters Score -2.71892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240874 members 
Entering Unmasked Estep 
Score: -27189218.000000 Penalty: 6147.016602
	Iteration 23Q: 3 clusters Score -2.718922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240874 members 
Entering Unmasked Estep 
Score: -27189218.000000 Penalty: 6147.016602
	Iteration 24F: 3 clusters Score -2.718922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -78617.429688 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -78617.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76905.226562 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -76905.23 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77123.921875 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -77123.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77182.078125 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -77182.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77214.335938 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -77214.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77234.171875 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -77234.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77240.593750 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -77240.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77240.593750 Penalty: 3260.545166
	Iteration 6F: 3 clusters Score -77240.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Entering Unmasked Estep 
Score: -1030722.187500 Penalty: 2253.670654
	Iteration 0F: 2 clusters Score -1030722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1023791.812500 Penalty: 4507.341309
	Iteration 0F: 3 clusters Score -1023792 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1025681.750000 Penalty: 4507.341309
	Iteration 1F: 3 clusters Score -1025682 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1025914.437500 Penalty: 4507.341309
	Iteration 2F: 3 clusters Score -1025914 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1026067.625000 Penalty: 4507.341309
	Iteration 3Q: 3 clusters Score -1026068 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1026200.250000 Penalty: 4507.341309
	Iteration 4Q: 3 clusters Score -1026200 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1026288.375000 Penalty: 4507.341309
	Iteration 5Q: 3 clusters Score -1026288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1026357.000000 Penalty: 4507.341309
	Iteration 6Q: 3 clusters Score -1026357 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1026415.250000 Penalty: 4507.341309
	Iteration 7Q: 3 clusters Score -1026415 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1026466.062500 Penalty: 4507.341309
	Iteration 8Q: 3 clusters Score -1026466 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1026510.875000 Penalty: 4507.341309
	Iteration 9Q: 3 clusters Score -1026511 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1026566.437500 Penalty: 4507.341309
	Iteration 10Q: 3 clusters Score -1026566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1026611.000000 Penalty: 4507.341309
	Iteration 11Q: 3 clusters Score -1026611 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1026661.437500 Penalty: 4507.341309
	Iteration 12Q: 3 clusters Score -1026661 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1026714.437500 Penalty: 4507.341309
	Iteration 13Q: 3 clusters Score -1026714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1026774.937500 Penalty: 4507.341309
	Iteration 14Q: 3 clusters Score -1026775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1026844.062500 Penalty: 4507.341309
	Iteration 15Q: 3 clusters Score -1026844 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1026918.625000 Penalty: 4507.341309
	Iteration 16Q: 3 clusters Score -1026919 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1027022.437500 Penalty: 4507.341309
	Iteration 17Q: 3 clusters Score -1027022 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1027144.625000 Penalty: 4507.341309
	Iteration 18Q: 3 clusters Score -1027145 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1027287.562500 Penalty: 4507.341309
	Iteration 19Q: 3 clusters Score -1027288 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1027442.375000 Penalty: 4507.341309
	Iteration 20F: 3 clusters Score -1027442 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1027606.937500 Penalty: 4507.341309
	Iteration 21Q: 3 clusters Score -1027607 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1027770.375000 Penalty: 4507.341309
	Iteration 22Q: 3 clusters Score -1027770 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1027866.125000 Penalty: 4507.341309
	Iteration 23Q: 3 clusters Score -1027866 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1027928.187500 Penalty: 4507.341309
	Iteration 24Q: 3 clusters Score -1027928 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1027979.625000 Penalty: 4507.341309
	Iteration 25Q: 3 clusters Score -1027980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1028007.750000 Penalty: 4507.341309
	Iteration 26Q: 3 clusters Score -1028008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1028036.562500 Penalty: 4507.341309
	Iteration 27Q: 3 clusters Score -1028037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1028056.937500 Penalty: 4507.341309
	Iteration 28Q: 3 clusters Score -1028057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1028071.125000 Penalty: 4507.341309
	Iteration 29Q: 3 clusters Score -1028071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1028088.187500 Penalty: 4507.341309
	Iteration 30Q: 3 clusters Score -1028088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1028102.562500 Penalty: 4507.341309
	Iteration 31Q: 3 clusters Score -1028103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1028123.125000 Penalty: 4507.341309
	Iteration 32Q: 3 clusters Score -1028123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1028139.312500 Penalty: 4507.341309
	Iteration 33Q: 3 clusters Score -1028139 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1028159.250000 Penalty: 4507.341309
	Iteration 34Q: 3 clusters Score -1028159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1028169.687500 Penalty: 4507.341309
	Iteration 35Q: 3 clusters Score -1028170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1028174.562500 Penalty: 4507.341309
	Iteration 36Q: 3 clusters Score -1028175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1028186.375000 Penalty: 4507.341309
	Iteration 37Q: 3 clusters Score -1028186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1028196.125000 Penalty: 4507.341309
	Iteration 38Q: 3 clusters Score -1028196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1028205.375000 Penalty: 4507.341309
	Iteration 39Q: 3 clusters Score -1028205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1028216.750000 Penalty: 4507.341309
	Iteration 40F: 3 clusters Score -1028217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1028231.812500 Penalty: 4507.341309
	Iteration 41Q: 3 clusters Score -1028232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1028234.937500 Penalty: 4507.341309
	Iteration 42Q: 3 clusters Score -1028235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1028237.875000 Penalty: 4507.341309
	Iteration 43Q: 3 clusters Score -1028238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1028242.312500 Penalty: 4507.341309
	Iteration 44Q: 3 clusters Score -1028242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1028247.437500 Penalty: 4507.341309
	Iteration 45Q: 3 clusters Score -1028247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1028253.875000 Penalty: 4507.341309
	Iteration 46Q: 3 clusters Score -1028254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1028260.437500 Penalty: 4507.341309
	Iteration 47Q: 3 clusters Score -1028260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1028260.250000 Penalty: 4507.341309
	Iteration 48Q: 3 clusters Score -1028260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1028264.312500 Penalty: 4507.341309
	Iteration 49Q: 3 clusters Score -1028264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1028262.437500 Penalty: 4507.341309
	Iteration 50Q: 3 clusters Score -1028262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1028265.437500 Penalty: 4507.341309
	Iteration 51Q: 3 clusters Score -1028265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1028265.812500 Penalty: 4507.341309
	Iteration 52Q: 3 clusters Score -1028266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1028268.687500 Penalty: 4507.341309
	Iteration 53Q: 3 clusters Score -1028269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1028270.000000 Penalty: 4507.341309
	Iteration 54Q: 3 clusters Score -1028270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1028273.875000 Penalty: 4507.341309
	Iteration 55Q: 3 clusters Score -1028274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1028274.062500 Penalty: 4507.341309
	Iteration 56Q: 3 clusters Score -1028274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1028275.125000 Penalty: 4507.341309
	Iteration 57Q: 3 clusters Score -1028275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1028273.937500 Penalty: 4507.341309
	Iteration 58Q: 3 clusters Score -1028274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1028276.187500 Penalty: 4507.341309
	Iteration 59Q: 3 clusters Score -1028276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1028275.187500 Penalty: 4507.341309
	Iteration 60F: 3 clusters Score -1028275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1028274.687500 Penalty: 4507.341309
	Iteration 61Q: 3 clusters Score -1028275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1028277.687500 Penalty: 4507.341309
	Iteration 62Q: 3 clusters Score -1028278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1028278.750000 Penalty: 4507.341309
	Iteration 63Q: 3 clusters Score -1028279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1028280.125000 Penalty: 4507.341309
	Iteration 64Q: 3 clusters Score -1028280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1028282.187500 Penalty: 4507.341309
	Iteration 65Q: 3 clusters Score -1028282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1028281.937500 Penalty: 4507.341309
	Iteration 66Q: 3 clusters Score -1028282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1028281.937500 Penalty: 4507.341309
	Iteration 67F: 3 clusters Score -1028282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24243.623047 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24243.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24352.562500 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24352.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24376.150391 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24376.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24385.033203 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -24385.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24385.033203 Penalty: 2740.624756
	Iteration 4F: 3 clusters Score -24385.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Entering Unmasked Estep 
Score: -4117703.750000 Penalty: 2605.209229
	Iteration 0F: 2 clusters Score -4117704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4092644.000000 Penalty: 5210.418457
	Iteration 0F: 3 clusters Score -4092644 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4101905.000000 Penalty: 5210.418457
	Iteration 1F: 3 clusters Score -4101905 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4102512.250000 Penalty: 5210.418457
	Iteration 2Q: 3 clusters Score -4102512 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4103342.250000 Penalty: 5210.418457
	Iteration 3Q: 3 clusters Score -4103342 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4104595.500000 Penalty: 5210.418457
	Iteration 4F: 3 clusters Score -4104596 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4106314.500000 Penalty: 5210.418457
	Iteration 5F: 3 clusters Score -4106314 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4108541.000000 Penalty: 5210.418457
	Iteration 6F: 3 clusters Score -4108541 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4111053.500000 Penalty: 5210.418457
	Iteration 7F: 3 clusters Score -4111054 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -4113344.500000 Penalty: 5210.418457
	Iteration 8F: 3 clusters Score -4113344 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4115088.000000 Penalty: 5210.418457
	Iteration 9Q: 3 clusters Score -4115088 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4115979.250000 Penalty: 5210.418457
	Iteration 10Q: 3 clusters Score -4115979 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4116261.000000 Penalty: 5210.418457
	Iteration 11Q: 3 clusters Score -4116261 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4116379.750000 Penalty: 5210.418457
	Iteration 12Q: 3 clusters Score -4116380 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4116448.750000 Penalty: 5210.418457
	Iteration 13Q: 3 clusters Score -4116449 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4116498.000000 Penalty: 5210.418457
	Iteration 14Q: 3 clusters Score -4116498 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4116535.000000 Penalty: 5210.418457
	Iteration 15Q: 3 clusters Score -4116535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4116576.500000 Penalty: 5210.418457
	Iteration 16Q: 3 clusters Score -4116576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4116586.750000 Penalty: 5210.418457
	Iteration 17Q: 3 clusters Score -4116587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4116603.500000 Penalty: 5210.418457
	Iteration 18Q: 3 clusters Score -4116604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4116598.250000 Penalty: 5210.418457
	Iteration 19Q: 3 clusters Score -4116598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4116614.500000 Penalty: 5210.418457
	Iteration 20F: 3 clusters Score -4116614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4116620.250000 Penalty: 5210.418457
	Iteration 21Q: 3 clusters Score -4116620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4116638.250000 Penalty: 5210.418457
	Iteration 22Q: 3 clusters Score -4116638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4116646.000000 Penalty: 5210.418457
	Iteration 23Q: 3 clusters Score -4116646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4116652.750000 Penalty: 5210.418457
	Iteration 24Q: 3 clusters Score -4116653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4116658.250000 Penalty: 5210.418457
	Iteration 25Q: 3 clusters Score -4116658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4116661.000000 Penalty: 5210.418457
	Iteration 26Q: 3 clusters Score -4116661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4116659.500000 Penalty: 5210.418457
	Iteration 27Q: 3 clusters Score -4116660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4116658.750000 Penalty: 5210.418457
	Iteration 28Q: 3 clusters Score -4116659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4116666.500000 Penalty: 5210.418457
	Iteration 29Q: 3 clusters Score -4116666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4116665.750000 Penalty: 5210.418457
	Iteration 30Q: 3 clusters Score -4116666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4116677.750000 Penalty: 5210.418457
	Iteration 31Q: 3 clusters Score -4116678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4116680.000000 Penalty: 5210.418457
	Iteration 32Q: 3 clusters Score -4116680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4116683.500000 Penalty: 5210.418457
	Iteration 33Q: 3 clusters Score -4116684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4116690.000000 Penalty: 5210.418457
	Iteration 34Q: 3 clusters Score -4116690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4116694.750000 Penalty: 5210.418457
	Iteration 35Q: 3 clusters Score -4116695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4116704.250000 Penalty: 5210.418457
	Iteration 36Q: 3 clusters Score -4116704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4116704.000000 Penalty: 5210.418457
	Iteration 37Q: 3 clusters Score -4116704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4116701.500000 Penalty: 5210.418457
	Iteration 38Q: 3 clusters Score -4116702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4116699.500000 Penalty: 5210.418457
	Iteration 39Q: 3 clusters Score -4116700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4116715.500000 Penalty: 5210.418457
	Iteration 40F: 3 clusters Score -4116716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4116706.750000 Penalty: 5210.418457
	Iteration 41Q: 3 clusters Score -4116707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4116715.000000 Penalty: 5210.418457
	Iteration 42Q: 3 clusters Score -4116715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4116713.750000 Penalty: 5210.418457
	Iteration 43Q: 3 clusters Score -4116714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4116717.250000 Penalty: 5210.418457
	Iteration 44Q: 3 clusters Score -4116717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4116718.500000 Penalty: 5210.418457
	Iteration 45Q: 3 clusters Score -4116718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4116729.250000 Penalty: 5210.418457
	Iteration 46Q: 3 clusters Score -4116729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4116744.000000 Penalty: 5210.418457
	Iteration 47Q: 3 clusters Score -4116744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4116749.000000 Penalty: 5210.418457
	Iteration 48Q: 3 clusters Score -4116749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4116747.250000 Penalty: 5210.418457
	Iteration 49Q: 3 clusters Score -4116747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4116754.750000 Penalty: 5210.418457
	Iteration 50Q: 3 clusters Score -4116755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4116755.250000 Penalty: 5210.418457
	Iteration 51Q: 3 clusters Score -4116755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4116757.000000 Penalty: 5210.418457
	Iteration 52Q: 3 clusters Score -4116757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4116767.250000 Penalty: 5210.418457
	Iteration 53Q: 3 clusters Score -4116767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4116771.750000 Penalty: 5210.418457
	Iteration 54Q: 3 clusters Score -4116772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4116768.250000 Penalty: 5210.418457
	Iteration 55Q: 3 clusters Score -4116768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4116771.000000 Penalty: 5210.418457
	Iteration 56Q: 3 clusters Score -4116771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4116772.500000 Penalty: 5210.418457
	Iteration 57Q: 3 clusters Score -4116772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4116771.750000 Penalty: 5210.418457
	Iteration 58Q: 3 clusters Score -4116772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4116782.000000 Penalty: 5210.418457
	Iteration 59Q: 3 clusters Score -4116782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4116774.500000 Penalty: 5210.418457
	Iteration 60F: 3 clusters Score -4116774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4116778.250000 Penalty: 5210.418457
	Iteration 61Q: 3 clusters Score -4116778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4116778.250000 Penalty: 5210.418457
	Iteration 62Q: 3 clusters Score -4116778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4116780.250000 Penalty: 5210.418457
	Iteration 63Q: 3 clusters Score -4116780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4116789.000000 Penalty: 5210.418457
	Iteration 64Q: 3 clusters Score -4116789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4116787.250000 Penalty: 5210.418457
	Iteration 65Q: 3 clusters Score -4116787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -4116786.500000 Penalty: 5210.418457
	Iteration 66Q: 3 clusters Score -4116786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -4116789.000000 Penalty: 5210.418457
	Iteration 67Q: 3 clusters Score -4116789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4116796.500000 Penalty: 5210.418457
	Iteration 68Q: 3 clusters Score -4116796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4116801.750000 Penalty: 5210.418457
	Iteration 69Q: 3 clusters Score -4116802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4116796.000000 Penalty: 5210.418457
	Iteration 70Q: 3 clusters Score -4116796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4116797.250000 Penalty: 5210.418457
	Iteration 71Q: 3 clusters Score -4116797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4116797.250000 Penalty: 5210.418457
	Iteration 72Q: 3 clusters Score -4116797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4116799.500000 Penalty: 5210.418457
	Iteration 73Q: 3 clusters Score -4116800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4116801.500000 Penalty: 5210.418457
	Iteration 74Q: 3 clusters Score -4116802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4116797.500000 Penalty: 5210.418457
	Iteration 75Q: 3 clusters Score -4116798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4116799.250000 Penalty: 5210.418457
	Iteration 76Q: 3 clusters Score -4116799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4116796.500000 Penalty: 5210.418457
	Iteration 77Q: 3 clusters Score -4116796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4116800.500000 Penalty: 5210.418457
	Iteration 78Q: 3 clusters Score -4116800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4116797.250000 Penalty: 5210.418457
	Iteration 79Q: 3 clusters Score -4116797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4116797.250000 Penalty: 5210.418457
	Iteration 80F: 3 clusters Score -4116797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -83578.726562 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -83578.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81765.421875 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -81765.42 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82074.289062 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -82074.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82186.578125 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -82186.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82256.914062 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -82256.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82322.234375 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -82322.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82418.359375 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -82418.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -82589.109375 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -82589.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82884.562500 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -82884.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83105.867188 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -83105.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83301.773438 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -83301.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83363.718750 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -83363.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83386.835938 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -83386.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83424.164062 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -83424.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83446.421875 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -83446.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83463.265625 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -83463.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83487.757812 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -83487.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83512.015625 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -83512.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83526.648438 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -83526.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83534.835938 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -83534.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83544.500000 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -83544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83548.718750 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -83548.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83549.960938 Penalty: 3363.404785
	Iteration 21Q: 3 clusters Score -83549.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83549.960938 Penalty: 3363.404785
	Iteration 22F: 3 clusters Score -83549.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Entering Unmasked Estep 
Score: -4177872.000000 Penalty: 2606.814453
	Iteration 0F: 2 clusters Score -4177872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4152778.750000 Penalty: 5213.628906
	Iteration 0F: 3 clusters Score -4152779 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4161920.250000 Penalty: 5213.628906
	Iteration 1F: 3 clusters Score -4161920 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4162478.250000 Penalty: 5213.628906
	Iteration 2Q: 3 clusters Score -4162478 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4162978.000000 Penalty: 5213.628906
	Iteration 3Q: 3 clusters Score -4162978 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4163519.000000 Penalty: 5213.628906
	Iteration 4Q: 3 clusters Score -4163519 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4164182.750000 Penalty: 5213.628906
	Iteration 5Q: 3 clusters Score -4164183 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4164977.500000 Penalty: 5213.628906
	Iteration 6Q: 3 clusters Score -4164978 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4165903.000000 Penalty: 5213.628906
	Iteration 7F: 3 clusters Score -4165903 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -4166937.000000 Penalty: 5213.628906
	Iteration 8F: 3 clusters Score -4166937 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4168080.750000 Penalty: 5213.628906
	Iteration 9F: 3 clusters Score -4168081 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4169279.250000 Penalty: 5213.628906
	Iteration 10F: 3 clusters Score -4169279 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4170443.250000 Penalty: 5213.628906
	Iteration 11Q: 3 clusters Score -4170443 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4171555.750000 Penalty: 5213.628906
	Iteration 12Q: 3 clusters Score -4171556 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4172539.750000 Penalty: 5213.628906
	Iteration 13Q: 3 clusters Score -4172540 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -4173184.500000 Penalty: 5213.628906
	Iteration 14Q: 3 clusters Score -4173184 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4173666.250000 Penalty: 5213.628906
	Iteration 15Q: 3 clusters Score -4173666 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4173997.750000 Penalty: 5213.628906
	Iteration 16Q: 3 clusters Score -4173998 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4174191.500000 Penalty: 5213.628906
	Iteration 17Q: 3 clusters Score -4174192 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4174377.750000 Penalty: 5213.628906
	Iteration 18Q: 3 clusters Score -4174378 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4174536.250000 Penalty: 5213.628906
	Iteration 19Q: 3 clusters Score -4174536 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4174656.750000 Penalty: 5213.628906
	Iteration 20F: 3 clusters Score -4174657 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4174762.750000 Penalty: 5213.628906
	Iteration 21Q: 3 clusters Score -4174763 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4174867.750000 Penalty: 5213.628906
	Iteration 22Q: 3 clusters Score -4174868 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4174965.500000 Penalty: 5213.628906
	Iteration 23Q: 3 clusters Score -4174966 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4175074.000000 Penalty: 5213.628906
	Iteration 24Q: 3 clusters Score -4175074 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4175175.250000 Penalty: 5213.628906
	Iteration 25Q: 3 clusters Score -4175175 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4175262.750000 Penalty: 5213.628906
	Iteration 26Q: 3 clusters Score -4175263 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4175365.500000 Penalty: 5213.628906
	Iteration 27Q: 3 clusters Score -4175366 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4175443.500000 Penalty: 5213.628906
	Iteration 28Q: 3 clusters Score -4175444 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4175542.750000 Penalty: 5213.628906
	Iteration 29Q: 3 clusters Score -4175543 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4175602.250000 Penalty: 5213.628906
	Iteration 30Q: 3 clusters Score -4175602 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4175658.500000 Penalty: 5213.628906
	Iteration 31Q: 3 clusters Score -4175658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4175707.250000 Penalty: 5213.628906
	Iteration 32Q: 3 clusters Score -4175707 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4175770.000000 Penalty: 5213.628906
	Iteration 33Q: 3 clusters Score -4175770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4175793.000000 Penalty: 5213.628906
	Iteration 34Q: 3 clusters Score -4175793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4175825.250000 Penalty: 5213.628906
	Iteration 35Q: 3 clusters Score -4175825 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4175847.250000 Penalty: 5213.628906
	Iteration 36Q: 3 clusters Score -4175847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4175872.500000 Penalty: 5213.628906
	Iteration 37Q: 3 clusters Score -4175872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4175913.750000 Penalty: 5213.628906
	Iteration 38Q: 3 clusters Score -4175914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4175930.750000 Penalty: 5213.628906
	Iteration 39Q: 3 clusters Score -4175931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4175935.500000 Penalty: 5213.628906
	Iteration 40F: 3 clusters Score -4175936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4175953.500000 Penalty: 5213.628906
	Iteration 41Q: 3 clusters Score -4175954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4175970.000000 Penalty: 5213.628906
	Iteration 42Q: 3 clusters Score -4175970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4175978.000000 Penalty: 5213.628906
	Iteration 43Q: 3 clusters Score -4175978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4175986.750000 Penalty: 5213.628906
	Iteration 44Q: 3 clusters Score -4175987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4175982.500000 Penalty: 5213.628906
	Iteration 45Q: 3 clusters Score -4175982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4175990.500000 Penalty: 5213.628906
	Iteration 46Q: 3 clusters Score -4175990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4176000.250000 Penalty: 5213.628906
	Iteration 47Q: 3 clusters Score -4176000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4175998.250000 Penalty: 5213.628906
	Iteration 48Q: 3 clusters Score -4175998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4176009.500000 Penalty: 5213.628906
	Iteration 49Q: 3 clusters Score -4176010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4176012.250000 Penalty: 5213.628906
	Iteration 50Q: 3 clusters Score -4176012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4176013.750000 Penalty: 5213.628906
	Iteration 51Q: 3 clusters Score -4176014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4176017.000000 Penalty: 5213.628906
	Iteration 52Q: 3 clusters Score -4176017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4176019.750000 Penalty: 5213.628906
	Iteration 53Q: 3 clusters Score -4176020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4176020.750000 Penalty: 5213.628906
	Iteration 54Q: 3 clusters Score -4176021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4176028.500000 Penalty: 5213.628906
	Iteration 55Q: 3 clusters Score -4176028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4176041.750000 Penalty: 5213.628906
	Iteration 56Q: 3 clusters Score -4176042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4176039.250000 Penalty: 5213.628906
	Iteration 57Q: 3 clusters Score -4176039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4176035.000000 Penalty: 5213.628906
	Iteration 58Q: 3 clusters Score -4176035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4176048.250000 Penalty: 5213.628906
	Iteration 59Q: 3 clusters Score -4176048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4176044.500000 Penalty: 5213.628906
	Iteration 60F: 3 clusters Score -4176044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4176043.500000 Penalty: 5213.628906
	Iteration 61Q: 3 clusters Score -4176044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4176044.000000 Penalty: 5213.628906
	Iteration 62Q: 3 clusters Score -4176044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4176040.500000 Penalty: 5213.628906
	Iteration 63Q: 3 clusters Score -4176040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4176039.500000 Penalty: 5213.628906
	Iteration 64Q: 3 clusters Score -4176040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4176045.500000 Penalty: 5213.628906
	Iteration 65Q: 3 clusters Score -4176046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4176040.750000 Penalty: 5213.628906
	Iteration 66Q: 3 clusters Score -4176041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4176042.250000 Penalty: 5213.628906
	Iteration 67Q: 3 clusters Score -4176042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4176042.750000 Penalty: 5213.628906
	Iteration 68Q: 3 clusters Score -4176043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4176049.250000 Penalty: 5213.628906
	Iteration 69Q: 3 clusters Score -4176049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4176046.000000 Penalty: 5213.628906
	Iteration 70Q: 3 clusters Score -4176046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4176048.500000 Penalty: 5213.628906
	Iteration 71Q: 3 clusters Score -4176048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4176048.000000 Penalty: 5213.628906
	Iteration 72Q: 3 clusters Score -4176048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4176051.250000 Penalty: 5213.628906
	Iteration 73Q: 3 clusters Score -4176051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4176051.250000 Penalty: 5213.628906
	Iteration 74F: 3 clusters Score -4176051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Entering Unmasked Estep 
Score: -944249.312500 Penalty: 2237.416260
	Iteration 0F: 2 clusters Score -944249.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -937753.000000 Penalty: 4474.832520
	Iteration 0F: 3 clusters Score -937753 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -939518.187500 Penalty: 4474.832520
	Iteration 1F: 3 clusters Score -939518.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -939818.312500 Penalty: 4474.832520
	Iteration 2F: 3 clusters Score -939818.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -940032.187500 Penalty: 4474.832520
	Iteration 3Q: 3 clusters Score -940032.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -940209.562500 Penalty: 4474.832520
	Iteration 4Q: 3 clusters Score -940209.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -940383.812500 Penalty: 4474.832520
	Iteration 5Q: 3 clusters Score -940383.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -940558.312500 Penalty: 4474.832520
	Iteration 6Q: 3 clusters Score -940558.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -940749.562500 Penalty: 4474.832520
	Iteration 7Q: 3 clusters Score -940749.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -940923.875000 Penalty: 4474.832520
	Iteration 8Q: 3 clusters Score -940923.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -941088.312500 Penalty: 4474.832520
	Iteration 9Q: 3 clusters Score -941088.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -941279.187500 Penalty: 4474.832520
	Iteration 10Q: 3 clusters Score -941279.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -941486.187500 Penalty: 4474.832520
	Iteration 11Q: 3 clusters Score -941486.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -941702.187500 Penalty: 4474.832520
	Iteration 12Q: 3 clusters Score -941702.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -941881.062500 Penalty: 4474.832520
	Iteration 13Q: 3 clusters Score -941881.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -942019.937500 Penalty: 4474.832520
	Iteration 14Q: 3 clusters Score -942019.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -942110.062500 Penalty: 4474.832520
	Iteration 15Q: 3 clusters Score -942110.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -942166.812500 Penalty: 4474.832520
	Iteration 16Q: 3 clusters Score -942166.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -942204.500000 Penalty: 4474.832520
	Iteration 17Q: 3 clusters Score -942204.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -942222.812500 Penalty: 4474.832520
	Iteration 18Q: 3 clusters Score -942222.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -942242.875000 Penalty: 4474.832520
	Iteration 19Q: 3 clusters Score -942242.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -942264.000000 Penalty: 4474.832520
	Iteration 20F: 3 clusters Score -942264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -942284.062500 Penalty: 4474.832520
	Iteration 21Q: 3 clusters Score -942284.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -942306.687500 Penalty: 4474.832520
	Iteration 22Q: 3 clusters Score -942306.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -942324.562500 Penalty: 4474.832520
	Iteration 23Q: 3 clusters Score -942324.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -942335.937500 Penalty: 4474.832520
	Iteration 24Q: 3 clusters Score -942335.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -942344.062500 Penalty: 4474.832520
	Iteration 25Q: 3 clusters Score -942344.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -942349.875000 Penalty: 4474.832520
	Iteration 26Q: 3 clusters Score -942349.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -942356.937500 Penalty: 4474.832520
	Iteration 27Q: 3 clusters Score -942356.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -942361.125000 Penalty: 4474.832520
	Iteration 28Q: 3 clusters Score -942361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -942359.937500 Penalty: 4474.832520
	Iteration 29Q: 3 clusters Score -942359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -942361.812500 Penalty: 4474.832520
	Iteration 30Q: 3 clusters Score -942361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -942362.500000 Penalty: 4474.832520
	Iteration 31Q: 3 clusters Score -942362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -942362.562500 Penalty: 4474.832520
	Iteration 32Q: 3 clusters Score -942362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -942363.437500 Penalty: 4474.832520
	Iteration 33Q: 3 clusters Score -942363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -942367.062500 Penalty: 4474.832520
	Iteration 34Q: 3 clusters Score -942367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -942366.375000 Penalty: 4474.832520
	Iteration 35Q: 3 clusters Score -942366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -942366.750000 Penalty: 4474.832520
	Iteration 36Q: 3 clusters Score -942366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -942367.750000 Penalty: 4474.832520
	Iteration 37Q: 3 clusters Score -942367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -942369.562500 Penalty: 4474.832520
	Iteration 38Q: 3 clusters Score -942369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -942370.062500 Penalty: 4474.832520
	Iteration 39Q: 3 clusters Score -942370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -942369.125000 Penalty: 4474.832520
	Iteration 40F: 3 clusters Score -942369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -942370.187500 Penalty: 4474.832520
	Iteration 41Q: 3 clusters Score -942370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -942371.312500 Penalty: 4474.832520
	Iteration 42Q: 3 clusters Score -942371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -942371.312500 Penalty: 4474.832520
	Iteration 43F: 3 clusters Score -942371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231992 members 
Mstep: Class 2 contains 19079 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 5483 members 
Mstep: Class 6 contains 40242 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 103931 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 241151 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36493 members 
Mstep: Class 21 contains 881 members 
Mstep: Class 22 contains 36730 members 
Mstep: Class 23 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583960.000000 Penalty: 70802.812500
Iteration 199Q: 22 clusters Score -8.858396e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232013 members 
Mstep: Class 2 contains 19079 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 42715 members 
Mstep: Class 5 contains 5481 members 
Mstep: Class 6 contains 40250 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 103914 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 241180 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8850 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36471 members 
Mstep: Class 21 contains 881 members 
Mstep: Class 22 contains 36735 members 
Mstep: Class 23 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583920.000000 Penalty: 70802.812500
Iteration 200F: 22 clusters Score -8.858392e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232012 members 
Mstep: Class 2 contains 19082 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 42717 members 
Mstep: Class 5 contains 5473 members 
Mstep: Class 6 contains 40259 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 103917 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 241185 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8861 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36441 members 
Mstep: Class 21 contains 881 members 
Mstep: Class 22 contains 36747 members 
Mstep: Class 23 contains 8279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584088.000000 Penalty: 70802.812500
Iteration 201Q: 22 clusters Score -8.858409e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232027 members 
Mstep: Class 2 contains 19084 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 42716 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 40269 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8351 members 
Mstep: Class 11 contains 103928 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 241183 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8869 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36415 members 
Mstep: Class 21 contains 879 members 
Mstep: Class 22 contains 36750 members 
Mstep: Class 23 contains 8280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584256.000000 Penalty: 70802.812500
Iteration 202Q: 22 clusters Score -8.858426e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232036 members 
Mstep: Class 2 contains 19085 members 
Mstep: Class 3 contains 7625 members 
Mstep: Class 4 contains 42712 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 40284 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 103935 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 241176 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8873 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36390 members 
Mstep: Class 21 contains 875 members 
Mstep: Class 22 contains 36758 members 
Mstep: Class 23 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584296.000000 Penalty: 70802.812500
Iteration 203Q: 22 clusters Score -8.85843e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232020 members 
Mstep: Class 2 contains 19085 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 42711 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 40295 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2809 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8211 members 
Mstep: Class 11 contains 103924 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 241214 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36371 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 36764 members 
Mstep: Class 23 contains 8287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584360.000000 Penalty: 70802.812500
Iteration 204Q: 22 clusters Score -8.858436e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232029 members 
Mstep: Class 2 contains 19080 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 42708 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 40318 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8124 members 
Mstep: Class 11 contains 103929 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241229 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8887 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36350 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 36760 members 
Mstep: Class 23 contains 8289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584432.000000 Penalty: 70802.812500
Iteration 205Q: 22 clusters Score -8.858443e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 232011 members 
Mstep: Class 2 contains 19086 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 42710 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 40338 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2809 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 103940 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241244 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8889 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36325 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 36762 members 
Mstep: Class 23 contains 8290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584400.000000 Penalty: 70802.812500
Iteration 206Q: 22 clusters Score -8.85844e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231946 members 
Mstep: Class 2 contains 19086 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 42708 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 40358 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 103941 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241283 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36308 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 36760 members 
Mstep: Class 23 contains 8292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584544.000000 Penalty: 70802.812500
Iteration 207Q: 22 clusters Score -8.858454e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231876 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 42704 members 
Mstep: Class 5 contains 5430 members 
Mstep: Class 6 contains 40380 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7847 members 
Mstep: Class 11 contains 103958 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241299 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36283 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 36763 members 
Mstep: Class 23 contains 8296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584608.000000 Penalty: 70802.812500
Iteration 208Q: 22 clusters Score -8.858461e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231811 members 
Mstep: Class 2 contains 19092 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 42703 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 40379 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7745 members 
Mstep: Class 11 contains 103959 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241338 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36246 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 36774 members 
Mstep: Class 23 contains 8297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584776.000000 Penalty: 70802.812500
Iteration 209Q: 22 clusters Score -8.858478e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231795 members 
Mstep: Class 2 contains 19098 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 42697 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 40377 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 103948 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241363 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8894 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36205 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 36771 members 
Mstep: Class 23 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584696.000000 Penalty: 70802.812500
Iteration 210Q: 22 clusters Score -8.85847e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231726 members 
Mstep: Class 2 contains 19107 members 
Mstep: Class 3 contains 8613 members 
Mstep: Class 4 contains 42686 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 40378 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 103944 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 241401 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8898 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36181 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 36771 members 
Mstep: Class 23 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584720.000000 Penalty: 70802.812500
Iteration 211Q: 22 clusters Score -8.858472e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231662 members 
Mstep: Class 2 contains 19106 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 42678 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 6 contains 40386 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 103944 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241457 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 8901 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36146 members 
Mstep: Class 21 contains 838 members 
Mstep: Class 22 contains 36771 members 
Mstep: Class 23 contains 8302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584784.000000 Penalty: 70802.812500
Iteration 212Q: 22 clusters Score -8.858478e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231608 members 
Mstep: Class 2 contains 19104 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 42677 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 40390 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7299 members 
Mstep: Class 11 contains 103958 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241479 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8908 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36119 members 
Mstep: Class 21 contains 827 members 
Mstep: Class 22 contains 36769 members 
Mstep: Class 23 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584832.000000 Penalty: 70802.812500
Iteration 213Q: 22 clusters Score -8.858483e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231597 members 
Mstep: Class 2 contains 19110 members 
Mstep: Class 3 contains 9155 members 
Mstep: Class 4 contains 42682 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 40392 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 103958 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241469 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8911 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36098 members 
Mstep: Class 21 contains 820 members 
Mstep: Class 22 contains 36746 members 
Mstep: Class 23 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585048.000000 Penalty: 70802.812500
Iteration 214Q: 22 clusters Score -8.858505e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231582 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 9351 members 
Mstep: Class 4 contains 42678 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 40407 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 103962 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241460 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36072 members 
Mstep: Class 21 contains 815 members 
Mstep: Class 22 contains 36728 members 
Mstep: Class 23 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585320.000000 Penalty: 70802.812500
Iteration 215Q: 22 clusters Score -8.858532e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231607 members 
Mstep: Class 2 contains 19120 members 
Mstep: Class 3 contains 9551 members 
Mstep: Class 4 contains 42670 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 40408 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 6869 members 
Mstep: Class 11 contains 103964 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241429 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36040 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 36718 members 
Mstep: Class 23 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585480.000000 Penalty: 70802.812500
Iteration 216Q: 22 clusters Score -8.858548e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231612 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 9774 members 
Mstep: Class 4 contains 42655 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 40410 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 103962 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241415 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8911 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 36024 members 
Mstep: Class 21 contains 799 members 
Mstep: Class 22 contains 36705 members 
Mstep: Class 23 contains 8305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585544.000000 Penalty: 70802.812500
Iteration 217Q: 22 clusters Score -8.858554e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231655 members 
Mstep: Class 2 contains 19118 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 42655 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 40410 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 103949 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 241386 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35990 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 36698 members 
Mstep: Class 23 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585872.000000 Penalty: 70802.812500
Iteration 218Q: 22 clusters Score -8.858587e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231670 members 
Mstep: Class 2 contains 19120 members 
Mstep: Class 3 contains 10236 members 
Mstep: Class 4 contains 42650 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 103937 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241344 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8924 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35975 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 36690 members 
Mstep: Class 23 contains 8312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586096.000000 Penalty: 70802.812500
Iteration 219Q: 22 clusters Score -8.85861e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231694 members 
Mstep: Class 2 contains 19120 members 
Mstep: Class 3 contains 10474 members 
Mstep: Class 4 contains 42646 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 40428 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 103916 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241335 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8927 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35958 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 36676 members 
Mstep: Class 23 contains 8313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586104.000000 Penalty: 70802.812500
Iteration 220F: 22 clusters Score -8.85861e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231720 members 
Mstep: Class 2 contains 19119 members 
Mstep: Class 3 contains 10688 members 
Mstep: Class 4 contains 42631 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 40431 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5959 members 
Mstep: Class 11 contains 103902 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 241343 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8930 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35942 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 36661 members 
Mstep: Class 23 contains 8313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586064.000000 Penalty: 70802.812500
Iteration 221Q: 22 clusters Score -8.858606e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231721 members 
Mstep: Class 2 contains 19118 members 
Mstep: Class 3 contains 10896 members 
Mstep: Class 4 contains 42618 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 40416 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 103893 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 241369 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35928 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 36646 members 
Mstep: Class 23 contains 8315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586072.000000 Penalty: 70802.812500
Iteration 222Q: 22 clusters Score -8.858607e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231663 members 
Mstep: Class 2 contains 19118 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 42607 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 40421 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 11 contains 103883 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 241392 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35913 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 36638 members 
Mstep: Class 23 contains 8319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586208.000000 Penalty: 70802.812500
Iteration 223Q: 22 clusters Score -8.858621e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231627 members 
Mstep: Class 2 contains 19118 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 42592 members 
Mstep: Class 5 contains 5387 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5461 members 
Mstep: Class 11 contains 103877 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 241414 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8957 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35895 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 36634 members 
Mstep: Class 23 contains 8323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586392.000000 Penalty: 70802.812500
Iteration 224Q: 22 clusters Score -8.858639e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231584 members 
Mstep: Class 2 contains 19119 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 42574 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 40434 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 103875 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 241432 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8965 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35882 members 
Mstep: Class 21 contains 740 members 
Mstep: Class 22 contains 36622 members 
Mstep: Class 23 contains 8328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586392.000000 Penalty: 70802.812500
Iteration 225Q: 22 clusters Score -8.858639e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231533 members 
Mstep: Class 2 contains 19120 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 4 contains 42555 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 6 contains 40433 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 11 contains 103865 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 241478 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8972 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35861 members 
Mstep: Class 21 contains 734 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 8331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586488.000000 Penalty: 70802.812500
Iteration 226Q: 22 clusters Score -8.858649e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231493 members 
Mstep: Class 2 contains 19125 members 
Mstep: Class 3 contains 11880 members 
Mstep: Class 4 contains 42551 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 40439 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 103840 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 241520 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 8979 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35843 members 
Mstep: Class 21 contains 725 members 
Mstep: Class 22 contains 36576 members 
Mstep: Class 23 contains 8336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586848.000000 Penalty: 70802.812500
Iteration 227Q: 22 clusters Score -8.858685e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231445 members 
Mstep: Class 2 contains 19127 members 
Mstep: Class 3 contains 12058 members 
Mstep: Class 4 contains 42549 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 40441 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 103832 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 241535 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 8986 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35837 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 36568 members 
Mstep: Class 23 contains 8336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88586800.000000 Penalty: 70802.812500
Iteration 228Q: 22 clusters Score -8.85868e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231442 members 
Mstep: Class 2 contains 19126 members 
Mstep: Class 3 contains 12229 members 
Mstep: Class 4 contains 42541 members 
Mstep: Class 5 contains 5401 members 
Mstep: Class 6 contains 40440 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 103828 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 241525 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35817 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 36551 members 
Mstep: Class 23 contains 8335 members 
Entering Unmasked Estep 
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Iteration 229Q: 22 clusters Score -8.858681e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231367 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 12410 members 
Mstep: Class 4 contains 42542 members 
Mstep: Class 5 contains 5406 members 
Mstep: Class 6 contains 40434 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 11 contains 103842 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 241517 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 17 contains 9001 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 36549 members 
Mstep: Class 23 contains 8330 members 
Entering Unmasked Estep 
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Iteration 230Q: 22 clusters Score -8.858712e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231318 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 12560 members 
Mstep: Class 4 contains 42538 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 40421 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 103832 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 241528 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 36547 members 
Mstep: Class 23 contains 8330 members 
Entering Unmasked Estep 
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Iteration 231Q: 22 clusters Score -8.858714e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231228 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 12697 members 
Mstep: Class 4 contains 42534 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 40402 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 103848 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 241557 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35764 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 36547 members 
Mstep: Class 23 contains 8333 members 
Entering Unmasked Estep 
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Iteration 232Q: 22 clusters Score -8.858737e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231134 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 42537 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 40384 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 103866 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1155 members 
Mstep: Class 14 contains 241579 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35739 members 
Mstep: Class 21 contains 687 members 
Mstep: Class 22 contains 36543 members 
Mstep: Class 23 contains 8337 members 
Entering Unmasked Estep 
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Iteration 233Q: 22 clusters Score -8.858766e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231069 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 40354 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 103870 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 241610 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 17 contains 9031 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35728 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 36528 members 
Mstep: Class 23 contains 8340 members 
Entering Unmasked Estep 
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Iteration 234Q: 22 clusters Score -8.85877e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 231021 members 
Mstep: Class 2 contains 19133 members 
Mstep: Class 3 contains 12973 members 
Mstep: Class 4 contains 42524 members 
Mstep: Class 5 contains 5381 members 
Mstep: Class 6 contains 40343 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 103874 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 241648 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 17 contains 9037 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35720 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 36515 members 
Mstep: Class 23 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587888.000000 Penalty: 70802.812500
Iteration 235Q: 22 clusters Score -8.858789e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 230965 members 
Mstep: Class 2 contains 19135 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 42511 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 40351 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 103873 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 241681 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 17 contains 9038 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35707 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 36507 members 
Mstep: Class 23 contains 8344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588056.000000 Penalty: 70802.812500
Iteration 236Q: 22 clusters Score -8.858806e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 230901 members 
Mstep: Class 2 contains 19138 members 
Mstep: Class 3 contains 13092 members 
Mstep: Class 4 contains 42506 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 40353 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 103887 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 241712 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 17 contains 9041 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35701 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 36490 members 
Mstep: Class 23 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588064.000000 Penalty: 70802.812500
Iteration 237Q: 22 clusters Score -8.858806e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 230878 members 
Mstep: Class 2 contains 19140 members 
Mstep: Class 3 contains 13139 members 
Mstep: Class 4 contains 42501 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 40354 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 103897 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 241715 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9043 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35700 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 36478 members 
Mstep: Class 23 contains 8349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587936.000000 Penalty: 70802.812500
Iteration 238Q: 22 clusters Score -8.858794e+07 nChanged 400
Entering ConstructFrom: 
Score: -88587936.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (230853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230853 members 
Entering Unmasked Estep 
Score: -25877144.000000 Penalty: 3062.685059
	Iteration 0F: 2 clusters Score -2.587714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 115422 members 
Entering Unmasked Estep 
Score: -25727786.000000 Penalty: 6125.370117
	Iteration 0F: 3 clusters Score -2.572779e+07 nChanged 111287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115146 members 
Mstep: Class 2 contains 115707 members 
Entering Unmasked Estep 
Score: -25792998.000000 Penalty: 6125.370117
	Iteration 1F: 3 clusters Score -2.5793e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 115908 members 
Entering Unmasked Estep 
Score: -25794428.000000 Penalty: 6125.370117
	Iteration 2Q: 3 clusters Score -2.579443e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -25796232.000000 Penalty: 6125.370117
	Iteration 3Q: 3 clusters Score -2.579623e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -25798764.000000 Penalty: 6125.370117
	Iteration 4Q: 3 clusters Score -2.579876e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -25801666.000000 Penalty: 6125.370117
	Iteration 5Q: 3 clusters Score -2.580167e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
Score: -25806238.000000 Penalty: 6125.370117
	Iteration 6Q: 3 clusters Score -2.580624e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109338 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -25813094.000000 Penalty: 6125.370117
	Iteration 7F: 3 clusters Score -2.581309e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -25822912.000000 Penalty: 6125.370117
	Iteration 8F: 3 clusters Score -2.582291e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 126725 members 
Entering Unmasked Estep 
Score: -25833222.000000 Penalty: 6125.370117
	Iteration 9F: 3 clusters Score -2.583322e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -25839040.000000 Penalty: 6125.370117
	Iteration 10F: 3 clusters Score -2.583904e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -25841356.000000 Penalty: 6125.370117
	Iteration 11Q: 3 clusters Score -2.584136e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 131418 members 
Entering Unmasked Estep 
Score: -25841902.000000 Penalty: 6125.370117
	Iteration 12Q: 3 clusters Score -2.58419e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 132752 members 
Entering Unmasked Estep 
Score: -25842292.000000 Penalty: 6125.370117
	Iteration 13Q: 3 clusters Score -2.584229e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
Score: -25842604.000000 Penalty: 6125.370117
	Iteration 14Q: 3 clusters Score -2.58426e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 135486 members 
Entering Unmasked Estep 
Score: -25842814.000000 Penalty: 6125.370117
	Iteration 15Q: 3 clusters Score -2.584281e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -25843220.000000 Penalty: 6125.370117
	Iteration 16Q: 3 clusters Score -2.584322e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 138291 members 
Entering Unmasked Estep 
Score: -25843546.000000 Penalty: 6125.370117
	Iteration 17Q: 3 clusters Score -2.584355e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 139816 members 
Entering Unmasked Estep 
Score: -25843838.000000 Penalty: 6125.370117
	Iteration 18Q: 3 clusters Score -2.584384e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -25844042.000000 Penalty: 6125.370117
	Iteration 19Q: 3 clusters Score -2.584404e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 142912 members 
Entering Unmasked Estep 
Score: -25844186.000000 Penalty: 6125.370117
	Iteration 20F: 3 clusters Score -2.584419e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 144548 members 
Entering Unmasked Estep 
Score: -25844630.000000 Penalty: 6125.370117
	Iteration 21Q: 3 clusters Score -2.584463e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -25845014.000000 Penalty: 6125.370117
	Iteration 22Q: 3 clusters Score -2.584501e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -25845466.000000 Penalty: 6125.370117
	Iteration 23Q: 3 clusters Score -2.584547e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 150200 members 
Entering Unmasked Estep 
Score: -25845986.000000 Penalty: 6125.370117
	Iteration 24Q: 3 clusters Score -2.584599e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 152222 members 
Entering Unmasked Estep 
Score: -25846452.000000 Penalty: 6125.370117
	Iteration 25Q: 3 clusters Score -2.584645e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -25846878.000000 Penalty: 6125.370117
	Iteration 26Q: 3 clusters Score -2.584688e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 156570 members 
Entering Unmasked Estep 
Score: -25847276.000000 Penalty: 6125.370117
	Iteration 27Q: 3 clusters Score -2.584728e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -25847610.000000 Penalty: 6125.370117
	Iteration 28Q: 3 clusters Score -2.584761e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 161153 members 
Entering Unmasked Estep 
Score: -25848218.000000 Penalty: 6125.370117
	Iteration 29Q: 3 clusters Score -2.584822e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 163534 members 
Entering Unmasked Estep 
Score: -25848720.000000 Penalty: 6125.370117
	Iteration 30Q: 3 clusters Score -2.584872e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 165939 members 
Entering Unmasked Estep 
Score: -25849466.000000 Penalty: 6125.370117
	Iteration 31Q: 3 clusters Score -2.584947e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 168467 members 
Entering Unmasked Estep 
Score: -25849936.000000 Penalty: 6125.370117
	Iteration 32Q: 3 clusters Score -2.584994e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -25850634.000000 Penalty: 6125.370117
	Iteration 33Q: 3 clusters Score -2.585063e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 173707 members 
Entering Unmasked Estep 
Score: -25851366.000000 Penalty: 6125.370117
	Iteration 34Q: 3 clusters Score -2.585137e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 176470 members 
Entering Unmasked Estep 
Score: -25852148.000000 Penalty: 6125.370117
	Iteration 35Q: 3 clusters Score -2.585215e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -25852872.000000 Penalty: 6125.370117
	Iteration 36Q: 3 clusters Score -2.585287e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 182239 members 
Entering Unmasked Estep 
Score: -25853858.000000 Penalty: 6125.370117
	Iteration 37Q: 3 clusters Score -2.585386e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -25854696.000000 Penalty: 6125.370117
	Iteration 38Q: 3 clusters Score -2.58547e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 187945 members 
Entering Unmasked Estep 
Score: -25855640.000000 Penalty: 6125.370117
	Iteration 39Q: 3 clusters Score -2.585564e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 190834 members 
Entering Unmasked Estep 
Score: -25856750.000000 Penalty: 6125.370117
	Iteration 40F: 3 clusters Score -2.585675e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 193736 members 
Entering Unmasked Estep 
Score: -25857658.000000 Penalty: 6125.370117
	Iteration 41Q: 3 clusters Score -2.585766e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 196752 members 
Entering Unmasked Estep 
Score: -25858898.000000 Penalty: 6125.370117
	Iteration 42Q: 3 clusters Score -2.58589e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 199870 members 
Entering Unmasked Estep 
Score: -25860356.000000 Penalty: 6125.370117
	Iteration 43Q: 3 clusters Score -2.586036e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 203013 members 
Entering Unmasked Estep 
Score: -25861694.000000 Penalty: 6125.370117
	Iteration 44Q: 3 clusters Score -2.586169e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 206173 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6125.370117
	Iteration 45Q: 3 clusters Score -2.586326e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 209155 members 
Entering Unmasked Estep 
Score: -25864706.000000 Penalty: 6125.370117
	Iteration 46Q: 3 clusters Score -2.586471e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 212023 members 
Entering Unmasked Estep 
Score: -25866278.000000 Penalty: 6125.370117
	Iteration 47Q: 3 clusters Score -2.586628e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 214826 members 
Entering Unmasked Estep 
Score: -25867992.000000 Penalty: 6125.370117
	Iteration 48Q: 3 clusters Score -2.586799e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 217451 members 
Entering Unmasked Estep 
Score: -25869520.000000 Penalty: 6125.370117
	Iteration 49Q: 3 clusters Score -2.586952e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 219912 members 
Entering Unmasked Estep 
Score: -25871058.000000 Penalty: 6125.370117
	Iteration 50Q: 3 clusters Score -2.587106e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 222059 members 
Entering Unmasked Estep 
Score: -25872066.000000 Penalty: 6125.370117
	Iteration 51Q: 3 clusters Score -2.587207e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 223931 members 
Entering Unmasked Estep 
Score: -25872948.000000 Penalty: 6125.370117
	Iteration 52Q: 3 clusters Score -2.587295e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 225420 members 
Entering Unmasked Estep 
Score: -25873636.000000 Penalty: 6125.370117
	Iteration 53Q: 3 clusters Score -2.587364e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 226543 members 
Entering Unmasked Estep 
Score: -25874054.000000 Penalty: 6125.370117
	Iteration 54Q: 3 clusters Score -2.587405e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 227354 members 
Entering Unmasked Estep 
Score: -25874240.000000 Penalty: 6125.370117
	Iteration 55Q: 3 clusters Score -2.587424e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 227961 members 
Entering Unmasked Estep 
Score: -25874486.000000 Penalty: 6125.370117
	Iteration 56Q: 3 clusters Score -2.587449e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -25874596.000000 Penalty: 6125.370117
	Iteration 57Q: 3 clusters Score -2.58746e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 228690 members 
Entering Unmasked Estep 
Score: -25874642.000000 Penalty: 6125.370117
	Iteration 58Q: 3 clusters Score -2.587464e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 228903 members 
Entering Unmasked Estep 
Score: -25874684.000000 Penalty: 6125.370117
	Iteration 59Q: 3 clusters Score -2.587468e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 229079 members 
Entering Unmasked Estep 
Score: -25874670.000000 Penalty: 6125.370117
	Iteration 60F: 3 clusters Score -2.587467e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 229212 members 
Entering Unmasked Estep 
Score: -25874714.000000 Penalty: 6125.370117
	Iteration 61Q: 3 clusters Score -2.587471e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 229318 members 
Entering Unmasked Estep 
Score: -25874750.000000 Penalty: 6125.370117
	Iteration 62Q: 3 clusters Score -2.587475e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 229404 members 
Entering Unmasked Estep 
Score: -25874774.000000 Penalty: 6125.370117
	Iteration 63Q: 3 clusters Score -2.587477e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 229476 members 
Entering Unmasked Estep 
Score: -25874786.000000 Penalty: 6125.370117
	Iteration 64Q: 3 clusters Score -2.587479e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 229542 members 
Entering Unmasked Estep 
Score: -25874816.000000 Penalty: 6125.370117
	Iteration 65Q: 3 clusters Score -2.587482e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 229587 members 
Entering Unmasked Estep 
Score: -25874850.000000 Penalty: 6125.370117
	Iteration 66Q: 3 clusters Score -2.587485e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 229639 members 
Entering Unmasked Estep 
Score: -25874854.000000 Penalty: 6125.370117
	Iteration 67Q: 3 clusters Score -2.587485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 229671 members 
Entering Unmasked Estep 
Score: -25874872.000000 Penalty: 6125.370117
	Iteration 68Q: 3 clusters Score -2.587487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 229695 members 
Entering Unmasked Estep 
Score: -25874848.000000 Penalty: 6125.370117
	Iteration 69Q: 3 clusters Score -2.587485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 229717 members 
Entering Unmasked Estep 
Score: -25874892.000000 Penalty: 6125.370117
	Iteration 70Q: 3 clusters Score -2.587489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 229741 members 
Entering Unmasked Estep 
Score: -25874900.000000 Penalty: 6125.370117
	Iteration 71Q: 3 clusters Score -2.58749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 229753 members 
Entering Unmasked Estep 
Score: -25874906.000000 Penalty: 6125.370117
	Iteration 72Q: 3 clusters Score -2.587491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 229767 members 
Entering Unmasked Estep 
Score: -25874914.000000 Penalty: 6125.370117
	Iteration 73Q: 3 clusters Score -2.587491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 229782 members 
Entering Unmasked Estep 
Score: -25874930.000000 Penalty: 6125.370117
	Iteration 74Q: 3 clusters Score -2.587493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 229802 members 
Entering Unmasked Estep 
Score: -25874908.000000 Penalty: 6125.370117
	Iteration 75Q: 3 clusters Score -2.587491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 229820 members 
Entering Unmasked Estep 
Score: -25874926.000000 Penalty: 6125.370117
	Iteration 76Q: 3 clusters Score -2.587493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 229825 members 
Entering Unmasked Estep 
Score: -25874932.000000 Penalty: 6125.370117
	Iteration 77Q: 3 clusters Score -2.587493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 229832 members 
Entering Unmasked Estep 
Score: -25874910.000000 Penalty: 6125.370117
	Iteration 78Q: 3 clusters Score -2.587491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 229835 members 
Entering Unmasked Estep 
Score: -25874918.000000 Penalty: 6125.370117
	Iteration 79Q: 3 clusters Score -2.587492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 229839 members 
Entering Unmasked Estep 
Score: -25874938.000000 Penalty: 6125.370117
	Iteration 80F: 3 clusters Score -2.587494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 229840 members 
Entering Unmasked Estep 
Score: -25874940.000000 Penalty: 6125.370117
	Iteration 81Q: 3 clusters Score -2.587494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 229842 members 
Entering Unmasked Estep 
Score: -25874934.000000 Penalty: 6125.370117
	Iteration 82Q: 3 clusters Score -2.587493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 229843 members 
Entering Unmasked Estep 
Score: -25874928.000000 Penalty: 6125.370117
	Iteration 83Q: 3 clusters Score -2.587493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 229842 members 
Entering Unmasked Estep 
Score: -25874934.000000 Penalty: 6125.370117
	Iteration 84Q: 3 clusters Score -2.587493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 229842 members 
Entering Unmasked Estep 
Score: -25874934.000000 Penalty: 6125.370117
	Iteration 85F: 3 clusters Score -2.587493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Entering Unmasked Estep 
Score: -2174962.750000 Penalty: 2445.190674
	Iteration 0F: 2 clusters Score -2174963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2161444.000000 Penalty: 4890.381348
	Iteration 0F: 3 clusters Score -2161444 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2165958.000000 Penalty: 4890.381348
	Iteration 1F: 3 clusters Score -2165958 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2166412.250000 Penalty: 4890.381348
	Iteration 2F: 3 clusters Score -2166412 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2166824.000000 Penalty: 4890.381348
	Iteration 3Q: 3 clusters Score -2166824 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2167247.750000 Penalty: 4890.381348
	Iteration 4Q: 3 clusters Score -2167248 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2167694.500000 Penalty: 4890.381348
	Iteration 5Q: 3 clusters Score -2167694 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2168167.000000 Penalty: 4890.381348
	Iteration 6Q: 3 clusters Score -2168167 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2168674.000000 Penalty: 4890.381348
	Iteration 7Q: 3 clusters Score -2168674 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2169193.500000 Penalty: 4890.381348
	Iteration 8Q: 3 clusters Score -2169194 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2169741.000000 Penalty: 4890.381348
	Iteration 9Q: 3 clusters Score -2169741 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2170280.750000 Penalty: 4890.381348
	Iteration 10Q: 3 clusters Score -2170281 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2170807.500000 Penalty: 4890.381348
	Iteration 11Q: 3 clusters Score -2170808 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2171222.500000 Penalty: 4890.381348
	Iteration 12Q: 3 clusters Score -2171222 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2171579.000000 Penalty: 4890.381348
	Iteration 13Q: 3 clusters Score -2171579 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2171862.500000 Penalty: 4890.381348
	Iteration 14Q: 3 clusters Score -2171862 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2172088.500000 Penalty: 4890.381348
	Iteration 15Q: 3 clusters Score -2172088 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2172287.250000 Penalty: 4890.381348
	Iteration 16Q: 3 clusters Score -2172287 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2172470.750000 Penalty: 4890.381348
	Iteration 17Q: 3 clusters Score -2172471 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2172663.500000 Penalty: 4890.381348
	Iteration 18Q: 3 clusters Score -2172664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2172810.750000 Penalty: 4890.381348
	Iteration 19Q: 3 clusters Score -2172811 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2172942.000000 Penalty: 4890.381348
	Iteration 20F: 3 clusters Score -2172942 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2173067.000000 Penalty: 4890.381348
	Iteration 21Q: 3 clusters Score -2173067 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2173179.000000 Penalty: 4890.381348
	Iteration 22Q: 3 clusters Score -2173179 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2173269.750000 Penalty: 4890.381348
	Iteration 23Q: 3 clusters Score -2173270 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2173371.750000 Penalty: 4890.381348
	Iteration 24Q: 3 clusters Score -2173372 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2173458.000000 Penalty: 4890.381348
	Iteration 25Q: 3 clusters Score -2173458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2173528.000000 Penalty: 4890.381348
	Iteration 26Q: 3 clusters Score -2173528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2173598.250000 Penalty: 4890.381348
	Iteration 27Q: 3 clusters Score -2173598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2173653.750000 Penalty: 4890.381348
	Iteration 28Q: 3 clusters Score -2173654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2173719.750000 Penalty: 4890.381348
	Iteration 29Q: 3 clusters Score -2173720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2173763.750000 Penalty: 4890.381348
	Iteration 30Q: 3 clusters Score -2173764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2173796.000000 Penalty: 4890.381348
	Iteration 31Q: 3 clusters Score -2173796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2173821.750000 Penalty: 4890.381348
	Iteration 32Q: 3 clusters Score -2173822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2173843.750000 Penalty: 4890.381348
	Iteration 33Q: 3 clusters Score -2173844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2173861.000000 Penalty: 4890.381348
	Iteration 34Q: 3 clusters Score -2173861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2173872.000000 Penalty: 4890.381348
	Iteration 35Q: 3 clusters Score -2173872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2173880.750000 Penalty: 4890.381348
	Iteration 36Q: 3 clusters Score -2173881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2173880.000000 Penalty: 4890.381348
	Iteration 37Q: 3 clusters Score -2173880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2173885.250000 Penalty: 4890.381348
	Iteration 38Q: 3 clusters Score -2173885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2173891.750000 Penalty: 4890.381348
	Iteration 39Q: 3 clusters Score -2173892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2173893.750000 Penalty: 4890.381348
	Iteration 40F: 3 clusters Score -2173894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2173901.250000 Penalty: 4890.381348
	Iteration 41Q: 3 clusters Score -2173901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2173906.000000 Penalty: 4890.381348
	Iteration 42Q: 3 clusters Score -2173906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2173910.250000 Penalty: 4890.381348
	Iteration 43Q: 3 clusters Score -2173910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2173917.750000 Penalty: 4890.381348
	Iteration 44Q: 3 clusters Score -2173918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2173927.500000 Penalty: 4890.381348
	Iteration 45Q: 3 clusters Score -2173928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2173931.250000 Penalty: 4890.381348
	Iteration 46Q: 3 clusters Score -2173931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2173932.750000 Penalty: 4890.381348
	Iteration 47Q: 3 clusters Score -2173933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2173937.500000 Penalty: 4890.381348
	Iteration 48Q: 3 clusters Score -2173938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2173943.000000 Penalty: 4890.381348
	Iteration 49Q: 3 clusters Score -2173943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2173946.250000 Penalty: 4890.381348
	Iteration 50Q: 3 clusters Score -2173946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2173954.000000 Penalty: 4890.381348
	Iteration 51Q: 3 clusters Score -2173954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2173960.500000 Penalty: 4890.381348
	Iteration 52Q: 3 clusters Score -2173960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2173964.750000 Penalty: 4890.381348
	Iteration 53Q: 3 clusters Score -2173965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2173967.500000 Penalty: 4890.381348
	Iteration 54Q: 3 clusters Score -2173968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2173966.750000 Penalty: 4890.381348
	Iteration 55Q: 3 clusters Score -2173967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2173968.500000 Penalty: 4890.381348
	Iteration 56Q: 3 clusters Score -2173968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2173968.500000 Penalty: 4890.381348
	Iteration 57F: 3 clusters Score -2173968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Entering Unmasked Estep 
Score: -1500433.625000 Penalty: 2352.622070
	Iteration 0F: 2 clusters Score -1500434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1490756.875000 Penalty: 4705.244141
	Iteration 0F: 3 clusters Score -1490757 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1493681.375000 Penalty: 4705.244141
	Iteration 1F: 3 clusters Score -1493681 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1494027.375000 Penalty: 4705.244141
	Iteration 2F: 3 clusters Score -1494027 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1494287.500000 Penalty: 4705.244141
	Iteration 3Q: 3 clusters Score -1494288 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1494533.750000 Penalty: 4705.244141
	Iteration 4Q: 3 clusters Score -1494534 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1494825.500000 Penalty: 4705.244141
	Iteration 5Q: 3 clusters Score -1494826 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1495184.375000 Penalty: 4705.244141
	Iteration 6Q: 3 clusters Score -1495184 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1495639.375000 Penalty: 4705.244141
	Iteration 7F: 3 clusters Score -1495639 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1496186.250000 Penalty: 4705.244141
	Iteration 8F: 3 clusters Score -1496186 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1496775.875000 Penalty: 4705.244141
	Iteration 9F: 3 clusters Score -1496776 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1497313.000000 Penalty: 4705.244141
	Iteration 10F: 3 clusters Score -1497313 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1497805.625000 Penalty: 4705.244141
	Iteration 11Q: 3 clusters Score -1497806 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1498179.250000 Penalty: 4705.244141
	Iteration 12Q: 3 clusters Score -1498179 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1498431.750000 Penalty: 4705.244141
	Iteration 13Q: 3 clusters Score -1498432 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1498576.125000 Penalty: 4705.244141
	Iteration 14Q: 3 clusters Score -1498576 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1498670.375000 Penalty: 4705.244141
	Iteration 15Q: 3 clusters Score -1498670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1498731.625000 Penalty: 4705.244141
	Iteration 16Q: 3 clusters Score -1498732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1498763.375000 Penalty: 4705.244141
	Iteration 17Q: 3 clusters Score -1498763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1498783.125000 Penalty: 4705.244141
	Iteration 18Q: 3 clusters Score -1498783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1498794.000000 Penalty: 4705.244141
	Iteration 19Q: 3 clusters Score -1498794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1498804.000000 Penalty: 4705.244141
	Iteration 20F: 3 clusters Score -1498804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1498811.125000 Penalty: 4705.244141
	Iteration 21Q: 3 clusters Score -1498811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1498811.000000 Penalty: 4705.244141
	Iteration 22Q: 3 clusters Score -1498811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1498815.500000 Penalty: 4705.244141
	Iteration 23Q: 3 clusters Score -1498816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1498820.000000 Penalty: 4705.244141
	Iteration 24Q: 3 clusters Score -1498820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1498828.375000 Penalty: 4705.244141
	Iteration 25Q: 3 clusters Score -1498828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1498830.125000 Penalty: 4705.244141
	Iteration 26Q: 3 clusters Score -1498830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1498838.250000 Penalty: 4705.244141
	Iteration 27Q: 3 clusters Score -1498838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1498840.375000 Penalty: 4705.244141
	Iteration 28Q: 3 clusters Score -1498840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1498839.250000 Penalty: 4705.244141
	Iteration 29Q: 3 clusters Score -1498839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1498842.000000 Penalty: 4705.244141
	Iteration 30Q: 3 clusters Score -1498842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1498844.125000 Penalty: 4705.244141
	Iteration 31Q: 3 clusters Score -1498844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1498847.875000 Penalty: 4705.244141
	Iteration 32Q: 3 clusters Score -1498848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1498850.125000 Penalty: 4705.244141
	Iteration 33Q: 3 clusters Score -1498850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1498846.375000 Penalty: 4705.244141
	Iteration 34Q: 3 clusters Score -1498846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1498846.000000 Penalty: 4705.244141
	Iteration 35Q: 3 clusters Score -1498846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1498848.875000 Penalty: 4705.244141
	Iteration 36Q: 3 clusters Score -1498849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1498847.750000 Penalty: 4705.244141
	Iteration 37Q: 3 clusters Score -1498848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1498850.750000 Penalty: 4705.244141
	Iteration 38Q: 3 clusters Score -1498851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1498848.125000 Penalty: 4705.244141
	Iteration 39Q: 3 clusters Score -1498848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1498850.250000 Penalty: 4705.244141
	Iteration 40F: 3 clusters Score -1498850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1498850.000000 Penalty: 4705.244141
	Iteration 41Q: 3 clusters Score -1498850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1498850.000000 Penalty: 4705.244141
	Iteration 42F: 3 clusters Score -1498850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Entering Unmasked Estep 
Score: -4675886.500000 Penalty: 2642.965332
	Iteration 0F: 2 clusters Score -4675886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4647109.500000 Penalty: 5285.930664
	Iteration 0F: 3 clusters Score -4647110 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4657708.500000 Penalty: 5285.930664
	Iteration 1F: 3 clusters Score -4657708 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4658203.000000 Penalty: 5285.930664
	Iteration 2Q: 3 clusters Score -4658203 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4658676.000000 Penalty: 5285.930664
	Iteration 3Q: 3 clusters Score -4658676 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4659194.000000 Penalty: 5285.930664
	Iteration 4Q: 3 clusters Score -4659194 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4659908.000000 Penalty: 5285.930664
	Iteration 5Q: 3 clusters Score -4659908 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4660939.500000 Penalty: 5285.930664
	Iteration 6Q: 3 clusters Score -4660940 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -4662658.500000 Penalty: 5285.930664
	Iteration 7F: 3 clusters Score -4662658 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4665228.000000 Penalty: 5285.930664
	Iteration 8F: 3 clusters Score -4665228 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4668400.500000 Penalty: 5285.930664
	Iteration 9F: 3 clusters Score -4668400 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -4671041.500000 Penalty: 5285.930664
	Iteration 10F: 3 clusters Score -4671042 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -4672476.500000 Penalty: 5285.930664
	Iteration 11Q: 3 clusters Score -4672476 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4673059.000000 Penalty: 5285.930664
	Iteration 12Q: 3 clusters Score -4673059 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -4673287.000000 Penalty: 5285.930664
	Iteration 13Q: 3 clusters Score -4673287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4673396.000000 Penalty: 5285.930664
	Iteration 14Q: 3 clusters Score -4673396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -4673443.000000 Penalty: 5285.930664
	Iteration 15Q: 3 clusters Score -4673443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -4673483.000000 Penalty: 5285.930664
	Iteration 16Q: 3 clusters Score -4673483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -4673513.500000 Penalty: 5285.930664
	Iteration 17Q: 3 clusters Score -4673514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4673526.000000 Penalty: 5285.930664
	Iteration 18Q: 3 clusters Score -4673526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4673543.000000 Penalty: 5285.930664
	Iteration 19Q: 3 clusters Score -4673543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -4673548.500000 Penalty: 5285.930664
	Iteration 20F: 3 clusters Score -4673548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -4673557.500000 Penalty: 5285.930664
	Iteration 21Q: 3 clusters Score -4673558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -4673563.500000 Penalty: 5285.930664
	Iteration 22Q: 3 clusters Score -4673564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -4673571.500000 Penalty: 5285.930664
	Iteration 23Q: 3 clusters Score -4673572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -4673576.500000 Penalty: 5285.930664
	Iteration 24Q: 3 clusters Score -4673576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -4673583.500000 Penalty: 5285.930664
	Iteration 25Q: 3 clusters Score -4673584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -4673588.000000 Penalty: 5285.930664
	Iteration 26Q: 3 clusters Score -4673588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -4673588.000000 Penalty: 5285.930664
	Iteration 27F: 3 clusters Score -4673588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -618736.812500 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -618736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -614007.062500 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -614007.1 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -615119.812500 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -615119.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -615314.687500 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -615314.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -615452.312500 Penalty: 4261.597168
	Iteration 3Q: 3 clusters Score -615452.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -615549.750000 Penalty: 4261.597168
	Iteration 4Q: 3 clusters Score -615549.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -615638.125000 Penalty: 4261.597168
	Iteration 5Q: 3 clusters Score -615638.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -615709.000000 Penalty: 4261.597168
	Iteration 6Q: 3 clusters Score -615709 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -615773.625000 Penalty: 4261.597168
	Iteration 7Q: 3 clusters Score -615773.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -615831.687500 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -615831.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -615894.750000 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -615894.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -615962.687500 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -615962.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -616028.625000 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -616028.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -616113.625000 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -616113.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -616209.312500 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -616209.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -616310.250000 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -616310.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -616400.375000 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -616400.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -616468.500000 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -616468.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -616528.875000 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -616528.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -616583.250000 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -616583.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -616624.687500 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -616624.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -616660.500000 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -616660.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -616694.875000 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -616694.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -616723.750000 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -616723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -616747.500000 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -616747.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -616768.875000 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -616768.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -616789.500000 Penalty: 4261.597168
	Iteration 25Q: 3 clusters Score -616789.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -616806.687500 Penalty: 4261.597168
	Iteration 26Q: 3 clusters Score -616806.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -616816.937500 Penalty: 4261.597168
	Iteration 27Q: 3 clusters Score -616816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -616823.125000 Penalty: 4261.597168
	Iteration 28Q: 3 clusters Score -616823.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -616830.000000 Penalty: 4261.597168
	Iteration 29Q: 3 clusters Score -616830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -616834.500000 Penalty: 4261.597168
	Iteration 30Q: 3 clusters Score -616834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -616842.687500 Penalty: 4261.597168
	Iteration 31Q: 3 clusters Score -616842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -616845.437500 Penalty: 4261.597168
	Iteration 32Q: 3 clusters Score -616845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -616848.312500 Penalty: 4261.597168
	Iteration 33Q: 3 clusters Score -616848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -616850.812500 Penalty: 4261.597168
	Iteration 34Q: 3 clusters Score -616850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -616851.312500 Penalty: 4261.597168
	Iteration 35Q: 3 clusters Score -616851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -616854.125000 Penalty: 4261.597168
	Iteration 36Q: 3 clusters Score -616854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -616854.125000 Penalty: 4261.597168
	Iteration 37F: 3 clusters Score -616854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Entering Unmasked Estep 
Score: -4564966.000000 Penalty: 2630.205811
	Iteration 0F: 2 clusters Score -4564966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -4537789.000000 Penalty: 5260.411621
	Iteration 0F: 3 clusters Score -4537789 nChanged 18400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4547660.500000 Penalty: 5260.411621
	Iteration 1F: 3 clusters Score -4547660 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4548209.000000 Penalty: 5260.411621
	Iteration 2Q: 3 clusters Score -4548209 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4548832.500000 Penalty: 5260.411621
	Iteration 3Q: 3 clusters Score -4548832 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -4549577.500000 Penalty: 5260.411621
	Iteration 4Q: 3 clusters Score -4549578 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4550603.500000 Penalty: 5260.411621
	Iteration 5F: 3 clusters Score -4550604 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4551968.500000 Penalty: 5260.411621
	Iteration 6F: 3 clusters Score -4551968 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4553636.000000 Penalty: 5260.411621
	Iteration 7F: 3 clusters Score -4553636 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4555520.000000 Penalty: 5260.411621
	Iteration 8F: 3 clusters Score -4555520 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4557310.500000 Penalty: 5260.411621
	Iteration 9F: 3 clusters Score -4557310 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4558951.500000 Penalty: 5260.411621
	Iteration 10F: 3 clusters Score -4558952 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4560160.500000 Penalty: 5260.411621
	Iteration 11Q: 3 clusters Score -4560160 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4561106.500000 Penalty: 5260.411621
	Iteration 12Q: 3 clusters Score -4561106 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4561800.500000 Penalty: 5260.411621
	Iteration 13Q: 3 clusters Score -4561800 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4562267.500000 Penalty: 5260.411621
	Iteration 14Q: 3 clusters Score -4562268 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4562560.000000 Penalty: 5260.411621
	Iteration 15Q: 3 clusters Score -4562560 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4562773.500000 Penalty: 5260.411621
	Iteration 16Q: 3 clusters Score -4562774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -4562890.500000 Penalty: 5260.411621
	Iteration 17Q: 3 clusters Score -4562890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4562967.500000 Penalty: 5260.411621
	Iteration 18Q: 3 clusters Score -4562968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4562995.500000 Penalty: 5260.411621
	Iteration 19Q: 3 clusters Score -4562996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -4563038.500000 Penalty: 5260.411621
	Iteration 20F: 3 clusters Score -4563038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4563051.500000 Penalty: 5260.411621
	Iteration 21Q: 3 clusters Score -4563052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -4563060.500000 Penalty: 5260.411621
	Iteration 22Q: 3 clusters Score -4563060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -4563065.000000 Penalty: 5260.411621
	Iteration 23Q: 3 clusters Score -4563065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4563061.500000 Penalty: 5260.411621
	Iteration 24Q: 3 clusters Score -4563062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -4563062.000000 Penalty: 5260.411621
	Iteration 25Q: 3 clusters Score -4563062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -4563074.000000 Penalty: 5260.411621
	Iteration 26Q: 3 clusters Score -4563074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4563084.500000 Penalty: 5260.411621
	Iteration 27Q: 3 clusters Score -4563084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -4563085.500000 Penalty: 5260.411621
	Iteration 28Q: 3 clusters Score -4563086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -4563086.000000 Penalty: 5260.411621
	Iteration 29Q: 3 clusters Score -4563086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4563081.500000 Penalty: 5260.411621
	Iteration 30Q: 3 clusters Score -4563082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4563084.000000 Penalty: 5260.411621
	Iteration 31Q: 3 clusters Score -4563084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -4563087.500000 Penalty: 5260.411621
	Iteration 32Q: 3 clusters Score -4563088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4563089.000000 Penalty: 5260.411621
	Iteration 33Q: 3 clusters Score -4563089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -4563090.000000 Penalty: 5260.411621
	Iteration 34Q: 3 clusters Score -4563090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -4563087.000000 Penalty: 5260.411621
	Iteration 35Q: 3 clusters Score -4563087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -4563088.000000 Penalty: 5260.411621
	Iteration 36Q: 3 clusters Score -4563088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4563094.500000 Penalty: 5260.411621
	Iteration 37Q: 3 clusters Score -4563094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4563100.500000 Penalty: 5260.411621
	Iteration 38Q: 3 clusters Score -4563100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -4563105.000000 Penalty: 5260.411621
	Iteration 39Q: 3 clusters Score -4563105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -4563105.500000 Penalty: 5260.411621
	Iteration 40F: 3 clusters Score -4563106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -4563106.500000 Penalty: 5260.411621
	Iteration 41Q: 3 clusters Score -4563106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4563115.500000 Penalty: 5260.411621
	Iteration 42Q: 3 clusters Score -4563116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4563115.500000 Penalty: 5260.411621
	Iteration 43Q: 3 clusters Score -4563116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -4563117.500000 Penalty: 5260.411621
	Iteration 44Q: 3 clusters Score -4563118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4563110.000000 Penalty: 5260.411621
	Iteration 45Q: 3 clusters Score -4563110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4563114.000000 Penalty: 5260.411621
	Iteration 46Q: 3 clusters Score -4563114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -4563117.000000 Penalty: 5260.411621
	Iteration 47Q: 3 clusters Score -4563117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -4563116.500000 Penalty: 5260.411621
	Iteration 48Q: 3 clusters Score -4563116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4563117.000000 Penalty: 5260.411621
	Iteration 49Q: 3 clusters Score -4563117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4563117.500000 Penalty: 5260.411621
	Iteration 50Q: 3 clusters Score -4563118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4563122.500000 Penalty: 5260.411621
	Iteration 51Q: 3 clusters Score -4563122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4563124.000000 Penalty: 5260.411621
	Iteration 52Q: 3 clusters Score -4563124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4563124.500000 Penalty: 5260.411621
	Iteration 53Q: 3 clusters Score -4563124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4563126.500000 Penalty: 5260.411621
	Iteration 54Q: 3 clusters Score -4563126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -4563129.500000 Penalty: 5260.411621
	Iteration 55Q: 3 clusters Score -4563130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -4563123.500000 Penalty: 5260.411621
	Iteration 56Q: 3 clusters Score -4563124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -4563123.000000 Penalty: 5260.411621
	Iteration 57Q: 3 clusters Score -4563123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -4563123.500000 Penalty: 5260.411621
	Iteration 58Q: 3 clusters Score -4563124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -4563124.500000 Penalty: 5260.411621
	Iteration 59Q: 3 clusters Score -4563124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4563126.000000 Penalty: 5260.411621
	Iteration 60F: 3 clusters Score -4563126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -4563126.000000 Penalty: 5260.411621
	Iteration 61Q: 3 clusters Score -4563126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4563127.500000 Penalty: 5260.411621
	Iteration 62Q: 3 clusters Score -4563128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4563127.500000 Penalty: 5260.411621
	Iteration 63F: 3 clusters Score -4563128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -102991.570312 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -102991.6 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 495 members 
Entering Unmasked Estep 
Score: -101064.507812 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -101064.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -101347.390625 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -101347.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101455.351562 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -101455.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101516.351562 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -101516.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101588.320312 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -101588.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101730.578125 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -101730.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101962.734375 Penalty: 3413.689209
	Iteration 6F: 3 clusters Score -101962.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102416.695312 Penalty: 3413.689209
	Iteration 7F: 3 clusters Score -102416.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102574.875000 Penalty: 3413.689209
	Iteration 8F: 3 clusters Score -102574.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102694.156250 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -102694.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102802.164062 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -102802.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -102857.476562 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -102857.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102903.726562 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -102903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -102915.281250 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -102915.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102930.734375 Penalty: 3413.689209
	Iteration 14Q: 3 clusters Score -102930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -102933.882812 Penalty: 3413.689209
	Iteration 15Q: 3 clusters Score -102933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102937.484375 Penalty: 3413.689209
	Iteration 16Q: 3 clusters Score -102937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102937.484375 Penalty: 3413.689209
	Iteration 17F: 3 clusters Score -102937.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -317397.156250 Penalty: 1971.812012
	Iteration 0F: 2 clusters Score -317397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -314252.750000 Penalty: 3943.624023
	Iteration 0F: 3 clusters Score -314252.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -314936.343750 Penalty: 3943.624023
	Iteration 1F: 3 clusters Score -314936.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -315121.062500 Penalty: 3943.624023
	Iteration 2F: 3 clusters Score -315121.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -315213.875000 Penalty: 3943.624023
	Iteration 3Q: 3 clusters Score -315213.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -315280.312500 Penalty: 3943.624023
	Iteration 4Q: 3 clusters Score -315280.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -315333.125000 Penalty: 3943.624023
	Iteration 5Q: 3 clusters Score -315333.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315372.718750 Penalty: 3943.624023
	Iteration 6Q: 3 clusters Score -315372.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -315404.750000 Penalty: 3943.624023
	Iteration 7Q: 3 clusters Score -315404.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -315427.031250 Penalty: 3943.624023
	Iteration 8Q: 3 clusters Score -315427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -315443.750000 Penalty: 3943.624023
	Iteration 9Q: 3 clusters Score -315443.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315465.406250 Penalty: 3943.624023
	Iteration 10Q: 3 clusters Score -315465.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -315479.125000 Penalty: 3943.624023
	Iteration 11Q: 3 clusters Score -315479.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -315489.031250 Penalty: 3943.624023
	Iteration 12Q: 3 clusters Score -315489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -315500.437500 Penalty: 3943.624023
	Iteration 13Q: 3 clusters Score -315500.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -315515.937500 Penalty: 3943.624023
	Iteration 14Q: 3 clusters Score -315515.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -315532.875000 Penalty: 3943.624023
	Iteration 15Q: 3 clusters Score -315532.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -315545.750000 Penalty: 3943.624023
	Iteration 16Q: 3 clusters Score -315545.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -315559.875000 Penalty: 3943.624023
	Iteration 17Q: 3 clusters Score -315559.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -315568.437500 Penalty: 3943.624023
	Iteration 18Q: 3 clusters Score -315568.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -315574.781250 Penalty: 3943.624023
	Iteration 19Q: 3 clusters Score -315574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -315579.843750 Penalty: 3943.624023
	Iteration 20F: 3 clusters Score -315579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -315583.718750 Penalty: 3943.624023
	Iteration 21Q: 3 clusters Score -315583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -315587.375000 Penalty: 3943.624023
	Iteration 22Q: 3 clusters Score -315587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -315593.125000 Penalty: 3943.624023
	Iteration 23Q: 3 clusters Score -315593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315599.343750 Penalty: 3943.624023
	Iteration 24Q: 3 clusters Score -315599.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -315611.281250 Penalty: 3943.624023
	Iteration 25Q: 3 clusters Score -315611.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -315619.656250 Penalty: 3943.624023
	Iteration 26Q: 3 clusters Score -315619.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -315631.812500 Penalty: 3943.624023
	Iteration 27Q: 3 clusters Score -315631.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -315644.531250 Penalty: 3943.624023
	Iteration 28Q: 3 clusters Score -315644.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -315657.312500 Penalty: 3943.624023
	Iteration 29Q: 3 clusters Score -315657.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -315671.281250 Penalty: 3943.624023
	Iteration 30Q: 3 clusters Score -315671.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -315680.031250 Penalty: 3943.624023
	Iteration 31Q: 3 clusters Score -315680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -315690.500000 Penalty: 3943.624023
	Iteration 32Q: 3 clusters Score -315690.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -315697.687500 Penalty: 3943.624023
	Iteration 33Q: 3 clusters Score -315697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -315708.750000 Penalty: 3943.624023
	Iteration 34Q: 3 clusters Score -315708.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -315721.187500 Penalty: 3943.624023
	Iteration 35Q: 3 clusters Score -315721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -315732.187500 Penalty: 3943.624023
	Iteration 36Q: 3 clusters Score -315732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -315745.750000 Penalty: 3943.624023
	Iteration 37Q: 3 clusters Score -315745.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -315762.093750 Penalty: 3943.624023
	Iteration 38Q: 3 clusters Score -315762.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -315775.093750 Penalty: 3943.624023
	Iteration 39Q: 3 clusters Score -315775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -315779.968750 Penalty: 3943.624023
	Iteration 40F: 3 clusters Score -315780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -315782.031250 Penalty: 3943.624023
	Iteration 41Q: 3 clusters Score -315782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -315783.750000 Penalty: 3943.624023
	Iteration 42Q: 3 clusters Score -315783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -315786.531250 Penalty: 3943.624023
	Iteration 43Q: 3 clusters Score -315786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -315789.187500 Penalty: 3943.624023
	Iteration 44Q: 3 clusters Score -315789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -315790.343750 Penalty: 3943.624023
	Iteration 45Q: 3 clusters Score -315790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -315794.750000 Penalty: 3943.624023
	Iteration 46Q: 3 clusters Score -315794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -315801.468750 Penalty: 3943.624023
	Iteration 47Q: 3 clusters Score -315801.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -315807.093750 Penalty: 3943.624023
	Iteration 48Q: 3 clusters Score -315807.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315817.375000 Penalty: 3943.624023
	Iteration 49Q: 3 clusters Score -315817.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -315825.500000 Penalty: 3943.624023
	Iteration 50Q: 3 clusters Score -315825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -315832.375000 Penalty: 3943.624023
	Iteration 51Q: 3 clusters Score -315832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -315837.156250 Penalty: 3943.624023
	Iteration 52Q: 3 clusters Score -315837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -315842.500000 Penalty: 3943.624023
	Iteration 53Q: 3 clusters Score -315842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -315846.125000 Penalty: 3943.624023
	Iteration 54Q: 3 clusters Score -315846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -315853.656250 Penalty: 3943.624023
	Iteration 55Q: 3 clusters Score -315853.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -315859.406250 Penalty: 3943.624023
	Iteration 56Q: 3 clusters Score -315859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -315863.218750 Penalty: 3943.624023
	Iteration 57Q: 3 clusters Score -315863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -315867.187500 Penalty: 3943.624023
	Iteration 58Q: 3 clusters Score -315867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -315870.750000 Penalty: 3943.624023
	Iteration 59Q: 3 clusters Score -315870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -315877.968750 Penalty: 3943.624023
	Iteration 60F: 3 clusters Score -315878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -315882.031250 Penalty: 3943.624023
	Iteration 61Q: 3 clusters Score -315882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -315883.375000 Penalty: 3943.624023
	Iteration 62Q: 3 clusters Score -315883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -315886.125000 Penalty: 3943.624023
	Iteration 63Q: 3 clusters Score -315886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -315888.281250 Penalty: 3943.624023
	Iteration 64Q: 3 clusters Score -315888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -315889.187500 Penalty: 3943.624023
	Iteration 65Q: 3 clusters Score -315889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -315889.031250 Penalty: 3943.624023
	Iteration 66Q: 3 clusters Score -315889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -315890.250000 Penalty: 3943.624023
	Iteration 67Q: 3 clusters Score -315890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -315889.781250 Penalty: 3943.624023
	Iteration 68Q: 3 clusters Score -315889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -315889.781250 Penalty: 3943.624023
	Iteration 69F: 3 clusters Score -315889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -90376.320312 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -90376.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88533.007812 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -88533.01 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88758.859375 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -88758.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88832.875000 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -88832.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88870.734375 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -88870.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88888.695312 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -88888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88901.945312 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -88901.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88910.210938 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -88910.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88914.843750 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -88914.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88921.039062 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -88921.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88923.859375 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -88923.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88927.445312 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -88927.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88933.531250 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -88933.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88936.343750 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -88936.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88937.718750 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -88937.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88937.718750 Penalty: 3361.147461
	Iteration 14F: 3 clusters Score -88937.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -479712.625000 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -479712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -475535.218750 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -475535.2 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -476483.437500 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -476483.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -476689.093750 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -476689.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -476806.281250 Penalty: 4171.607422
	Iteration 3Q: 3 clusters Score -476806.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -476873.656250 Penalty: 4171.607422
	Iteration 4Q: 3 clusters Score -476873.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -476928.343750 Penalty: 4171.607422
	Iteration 5Q: 3 clusters Score -476928.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -476973.968750 Penalty: 4171.607422
	Iteration 6Q: 3 clusters Score -476974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -477006.031250 Penalty: 4171.607422
	Iteration 7Q: 3 clusters Score -477006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -477037.312500 Penalty: 4171.607422
	Iteration 8Q: 3 clusters Score -477037.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -477065.218750 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -477065.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -477094.906250 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -477094.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -477123.031250 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -477123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -477140.218750 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -477140.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -477157.781250 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -477157.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -477169.343750 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -477169.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -477182.250000 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -477182.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -477195.875000 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -477195.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -477213.906250 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -477213.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -477233.437500 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -477233.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -477256.343750 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -477256.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -477289.781250 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -477289.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -477329.218750 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -477329.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -477371.531250 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -477371.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -477412.781250 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -477412.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -477448.843750 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -477448.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -477486.906250 Penalty: 4171.607422
	Iteration 25Q: 3 clusters Score -477486.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477528.593750 Penalty: 4171.607422
	Iteration 26Q: 3 clusters Score -477528.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -477576.906250 Penalty: 4171.607422
	Iteration 27Q: 3 clusters Score -477576.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -477620.031250 Penalty: 4171.607422
	Iteration 28Q: 3 clusters Score -477620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -477647.125000 Penalty: 4171.607422
	Iteration 29Q: 3 clusters Score -477647.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -477676.406250 Penalty: 4171.607422
	Iteration 30Q: 3 clusters Score -477676.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -477705.500000 Penalty: 4171.607422
	Iteration 31Q: 3 clusters Score -477705.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -477735.093750 Penalty: 4171.607422
	Iteration 32Q: 3 clusters Score -477735.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -477758.031250 Penalty: 4171.607422
	Iteration 33Q: 3 clusters Score -477758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -477776.906250 Penalty: 4171.607422
	Iteration 34Q: 3 clusters Score -477776.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -477793.000000 Penalty: 4171.607422
	Iteration 35Q: 3 clusters Score -477793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -477816.281250 Penalty: 4171.607422
	Iteration 36Q: 3 clusters Score -477816.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -477833.218750 Penalty: 4171.607422
	Iteration 37Q: 3 clusters Score -477833.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -477844.750000 Penalty: 4171.607422
	Iteration 38Q: 3 clusters Score -477844.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -477863.593750 Penalty: 4171.607422
	Iteration 39Q: 3 clusters Score -477863.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -477884.656250 Penalty: 4171.607422
	Iteration 40F: 3 clusters Score -477884.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -477897.812500 Penalty: 4171.607422
	Iteration 41Q: 3 clusters Score -477897.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -477910.718750 Penalty: 4171.607422
	Iteration 42Q: 3 clusters Score -477910.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -477925.781250 Penalty: 4171.607422
	Iteration 43Q: 3 clusters Score -477925.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -477937.968750 Penalty: 4171.607422
	Iteration 44Q: 3 clusters Score -477938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -477947.062500 Penalty: 4171.607422
	Iteration 45Q: 3 clusters Score -477947.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -477958.625000 Penalty: 4171.607422
	Iteration 46Q: 3 clusters Score -477958.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -477969.687500 Penalty: 4171.607422
	Iteration 47Q: 3 clusters Score -477969.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -477979.937500 Penalty: 4171.607422
	Iteration 48Q: 3 clusters Score -477979.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -477990.843750 Penalty: 4171.607422
	Iteration 49Q: 3 clusters Score -477990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -478000.593750 Penalty: 4171.607422
	Iteration 50Q: 3 clusters Score -478000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -478008.625000 Penalty: 4171.607422
	Iteration 51Q: 3 clusters Score -478008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -478017.750000 Penalty: 4171.607422
	Iteration 52Q: 3 clusters Score -478017.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -478024.000000 Penalty: 4171.607422
	Iteration 53Q: 3 clusters Score -478024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -478030.781250 Penalty: 4171.607422
	Iteration 54Q: 3 clusters Score -478030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -478034.531250 Penalty: 4171.607422
	Iteration 55Q: 3 clusters Score -478034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -478036.906250 Penalty: 4171.607422
	Iteration 56Q: 3 clusters Score -478036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -478037.718750 Penalty: 4171.607422
	Iteration 57Q: 3 clusters Score -478037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -478038.343750 Penalty: 4171.607422
	Iteration 58Q: 3 clusters Score -478038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -478038.062500 Penalty: 4171.607422
	Iteration 59Q: 3 clusters Score -478038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -478038.062500 Penalty: 4171.607422
	Iteration 60F: 3 clusters Score -478038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Entering Unmasked Estep 
Score: -11688163.000000 Penalty: 2864.710449
	Iteration 0F: 2 clusters Score -1.168816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -11618692.000000 Penalty: 5729.420898
	Iteration 0F: 3 clusters Score -1.161869e+07 nChanged 49112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -11647612.000000 Penalty: 5729.420898
	Iteration 1F: 3 clusters Score -1.164761e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -11649285.000000 Penalty: 5729.420898
	Iteration 2Q: 3 clusters Score -1.164928e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -11651883.000000 Penalty: 5729.420898
	Iteration 3Q: 3 clusters Score -1.165188e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -11655685.000000 Penalty: 5729.420898
	Iteration 4F: 3 clusters Score -1.165568e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -11660483.000000 Penalty: 5729.420898
	Iteration 5F: 3 clusters Score -1.166048e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -11665573.000000 Penalty: 5729.420898
	Iteration 6F: 3 clusters Score -1.166557e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -11670347.000000 Penalty: 5729.420898
	Iteration 7F: 3 clusters Score -1.167035e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -11673554.000000 Penalty: 5729.420898
	Iteration 8F: 3 clusters Score -1.167355e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -11675321.000000 Penalty: 5729.420898
	Iteration 9Q: 3 clusters Score -1.167532e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -11676071.000000 Penalty: 5729.420898
	Iteration 10Q: 3 clusters Score -1.167607e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -11676611.000000 Penalty: 5729.420898
	Iteration 11Q: 3 clusters Score -1.167661e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -11677081.000000 Penalty: 5729.420898
	Iteration 12Q: 3 clusters Score -1.167708e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -11677539.000000 Penalty: 5729.420898
	Iteration 13Q: 3 clusters Score -1.167754e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -11677983.000000 Penalty: 5729.420898
	Iteration 14Q: 3 clusters Score -1.167798e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -11678318.000000 Penalty: 5729.420898
	Iteration 15Q: 3 clusters Score -1.167832e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -11678678.000000 Penalty: 5729.420898
	Iteration 16Q: 3 clusters Score -1.167868e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -11678965.000000 Penalty: 5729.420898
	Iteration 17Q: 3 clusters Score -1.167896e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -11679294.000000 Penalty: 5729.420898
	Iteration 18Q: 3 clusters Score -1.167929e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -11679642.000000 Penalty: 5729.420898
	Iteration 19Q: 3 clusters Score -1.167964e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -11679992.000000 Penalty: 5729.420898
	Iteration 20F: 3 clusters Score -1.167999e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -11680305.000000 Penalty: 5729.420898
	Iteration 21Q: 3 clusters Score -1.16803e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -11680563.000000 Penalty: 5729.420898
	Iteration 22Q: 3 clusters Score -1.168056e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -11680816.000000 Penalty: 5729.420898
	Iteration 23Q: 3 clusters Score -1.168082e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -11681017.000000 Penalty: 5729.420898
	Iteration 24Q: 3 clusters Score -1.168102e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -11681230.000000 Penalty: 5729.420898
	Iteration 25Q: 3 clusters Score -1.168123e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -11681572.000000 Penalty: 5729.420898
	Iteration 26Q: 3 clusters Score -1.168157e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -11681825.000000 Penalty: 5729.420898
	Iteration 27Q: 3 clusters Score -1.168182e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -11682045.000000 Penalty: 5729.420898
	Iteration 28Q: 3 clusters Score -1.168204e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -11682285.000000 Penalty: 5729.420898
	Iteration 29Q: 3 clusters Score -1.168228e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -11682520.000000 Penalty: 5729.420898
	Iteration 30Q: 3 clusters Score -1.168252e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -11682798.000000 Penalty: 5729.420898
	Iteration 31Q: 3 clusters Score -1.16828e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -11683031.000000 Penalty: 5729.420898
	Iteration 32Q: 3 clusters Score -1.168303e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -11683282.000000 Penalty: 5729.420898
	Iteration 33Q: 3 clusters Score -1.168328e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -11683537.000000 Penalty: 5729.420898
	Iteration 34Q: 3 clusters Score -1.168354e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11683798.000000 Penalty: 5729.420898
	Iteration 35Q: 3 clusters Score -1.16838e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -11684017.000000 Penalty: 5729.420898
	Iteration 36Q: 3 clusters Score -1.168402e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -11684234.000000 Penalty: 5729.420898
	Iteration 37Q: 3 clusters Score -1.168423e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -11684385.000000 Penalty: 5729.420898
	Iteration 38Q: 3 clusters Score -1.168438e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -11684550.000000 Penalty: 5729.420898
	Iteration 39Q: 3 clusters Score -1.168455e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -11684677.000000 Penalty: 5729.420898
	Iteration 40F: 3 clusters Score -1.168468e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -11684843.000000 Penalty: 5729.420898
	Iteration 41Q: 3 clusters Score -1.168484e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -11685021.000000 Penalty: 5729.420898
	Iteration 42Q: 3 clusters Score -1.168502e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -11685160.000000 Penalty: 5729.420898
	Iteration 43Q: 3 clusters Score -1.168516e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -11685341.000000 Penalty: 5729.420898
	Iteration 44Q: 3 clusters Score -1.168534e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -11685511.000000 Penalty: 5729.420898
	Iteration 45Q: 3 clusters Score -1.168551e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -11685571.000000 Penalty: 5729.420898
	Iteration 46Q: 3 clusters Score -1.168557e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -11685716.000000 Penalty: 5729.420898
	Iteration 47Q: 3 clusters Score -1.168572e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -11685856.000000 Penalty: 5729.420898
	Iteration 48Q: 3 clusters Score -1.168586e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -11686074.000000 Penalty: 5729.420898
	Iteration 49Q: 3 clusters Score -1.168607e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -11686261.000000 Penalty: 5729.420898
	Iteration 50Q: 3 clusters Score -1.168626e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -11686531.000000 Penalty: 5729.420898
	Iteration 51Q: 3 clusters Score -1.168653e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -11686819.000000 Penalty: 5729.420898
	Iteration 52Q: 3 clusters Score -1.168682e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -11687065.000000 Penalty: 5729.420898
	Iteration 53Q: 3 clusters Score -1.168706e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -11687268.000000 Penalty: 5729.420898
	Iteration 54Q: 3 clusters Score -1.168727e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -11687341.000000 Penalty: 5729.420898
	Iteration 55Q: 3 clusters Score -1.168734e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -11687378.000000 Penalty: 5729.420898
	Iteration 56Q: 3 clusters Score -1.168738e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -11687427.000000 Penalty: 5729.420898
	Iteration 57Q: 3 clusters Score -1.168743e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -11687463.000000 Penalty: 5729.420898
	Iteration 58Q: 3 clusters Score -1.168746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -11687464.000000 Penalty: 5729.420898
	Iteration 59Q: 3 clusters Score -1.168746e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -11687502.000000 Penalty: 5729.420898
	Iteration 60F: 3 clusters Score -1.16875e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -11687503.000000 Penalty: 5729.420898
	Iteration 61Q: 3 clusters Score -1.16875e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -11687501.000000 Penalty: 5729.420898
	Iteration 62Q: 3 clusters Score -1.16875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -11687511.000000 Penalty: 5729.420898
	Iteration 63Q: 3 clusters Score -1.168751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -11687510.000000 Penalty: 5729.420898
	Iteration 64Q: 3 clusters Score -1.168751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -11687515.000000 Penalty: 5729.420898
	Iteration 65Q: 3 clusters Score -1.168752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -11687523.000000 Penalty: 5729.420898
	Iteration 66Q: 3 clusters Score -1.168752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -11687528.000000 Penalty: 5729.420898
	Iteration 67Q: 3 clusters Score -1.168753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -11687533.000000 Penalty: 5729.420898
	Iteration 68Q: 3 clusters Score -1.168753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -11687533.000000 Penalty: 5729.420898
	Iteration 69Q: 3 clusters Score -1.168753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -11687535.000000 Penalty: 5729.420898
	Iteration 70Q: 3 clusters Score -1.168754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -11687531.000000 Penalty: 5729.420898
	Iteration 71Q: 3 clusters Score -1.168753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 98861 members 
Entering Unmasked Estep 
Score: -11687529.000000 Penalty: 5729.420898
	Iteration 72Q: 3 clusters Score -1.168753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -11687524.000000 Penalty: 5729.420898
	Iteration 73Q: 3 clusters Score -1.168752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -11687527.000000 Penalty: 5729.420898
	Iteration 74Q: 3 clusters Score -1.168753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -11687536.000000 Penalty: 5729.420898
	Iteration 75Q: 3 clusters Score -1.168754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -11687538.000000 Penalty: 5729.420898
	Iteration 76Q: 3 clusters Score -1.168754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -11687531.000000 Penalty: 5729.420898
	Iteration 77Q: 3 clusters Score -1.168753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -11687529.000000 Penalty: 5729.420898
	Iteration 78Q: 3 clusters Score -1.168753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -11687526.000000 Penalty: 5729.420898
	Iteration 79Q: 3 clusters Score -1.168753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -11687526.000000 Penalty: 5729.420898
	Iteration 80F: 3 clusters Score -1.168753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -380708.875000 Penalty: 2026.556641
	Iteration 0F: 2 clusters Score -380708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -377101.812500 Penalty: 4053.113281
	Iteration 0F: 3 clusters Score -377101.8 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -377892.656250 Penalty: 4053.113281
	Iteration 1F: 3 clusters Score -377892.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -378110.875000 Penalty: 4053.113281
	Iteration 2F: 3 clusters Score -378110.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -378250.562500 Penalty: 4053.113281
	Iteration 3F: 3 clusters Score -378250.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -378373.187500 Penalty: 4053.113281
	Iteration 4Q: 3 clusters Score -378373.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -378487.625000 Penalty: 4053.113281
	Iteration 5Q: 3 clusters Score -378487.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -378574.687500 Penalty: 4053.113281
	Iteration 6Q: 3 clusters Score -378574.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -378646.937500 Penalty: 4053.113281
	Iteration 7Q: 3 clusters Score -378646.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -378711.562500 Penalty: 4053.113281
	Iteration 8Q: 3 clusters Score -378711.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -378781.031250 Penalty: 4053.113281
	Iteration 9Q: 3 clusters Score -378781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -378832.687500 Penalty: 4053.113281
	Iteration 10Q: 3 clusters Score -378832.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -378877.593750 Penalty: 4053.113281
	Iteration 11Q: 3 clusters Score -378877.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -378910.875000 Penalty: 4053.113281
	Iteration 12Q: 3 clusters Score -378910.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -378941.750000 Penalty: 4053.113281
	Iteration 13Q: 3 clusters Score -378941.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -378971.250000 Penalty: 4053.113281
	Iteration 14Q: 3 clusters Score -378971.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -378994.406250 Penalty: 4053.113281
	Iteration 15Q: 3 clusters Score -378994.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -379022.312500 Penalty: 4053.113281
	Iteration 16Q: 3 clusters Score -379022.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -379044.562500 Penalty: 4053.113281
	Iteration 17Q: 3 clusters Score -379044.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -379063.281250 Penalty: 4053.113281
	Iteration 18Q: 3 clusters Score -379063.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -379076.687500 Penalty: 4053.113281
	Iteration 19Q: 3 clusters Score -379076.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -379091.781250 Penalty: 4053.113281
	Iteration 20F: 3 clusters Score -379091.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -379102.656250 Penalty: 4053.113281
	Iteration 21Q: 3 clusters Score -379102.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -379110.593750 Penalty: 4053.113281
	Iteration 22Q: 3 clusters Score -379110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -379112.875000 Penalty: 4053.113281
	Iteration 23Q: 3 clusters Score -379112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -379115.875000 Penalty: 4053.113281
	Iteration 24Q: 3 clusters Score -379115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -379118.593750 Penalty: 4053.113281
	Iteration 25Q: 3 clusters Score -379118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -379120.875000 Penalty: 4053.113281
	Iteration 26Q: 3 clusters Score -379120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -379121.562500 Penalty: 4053.113281
	Iteration 27Q: 3 clusters Score -379121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -379123.093750 Penalty: 4053.113281
	Iteration 28Q: 3 clusters Score -379123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -379124.375000 Penalty: 4053.113281
	Iteration 29Q: 3 clusters Score -379124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -379125.500000 Penalty: 4053.113281
	Iteration 30Q: 3 clusters Score -379125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -379126.656250 Penalty: 4053.113281
	Iteration 31Q: 3 clusters Score -379126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -379126.687500 Penalty: 4053.113281
	Iteration 32Q: 3 clusters Score -379126.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -379128.187500 Penalty: 4053.113281
	Iteration 33Q: 3 clusters Score -379128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -379128.187500 Penalty: 4053.113281
	Iteration 34Q: 3 clusters Score -379128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -379130.187500 Penalty: 4053.113281
	Iteration 35Q: 3 clusters Score -379130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -379132.968750 Penalty: 4053.113281
	Iteration 36Q: 3 clusters Score -379133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -379134.218750 Penalty: 4053.113281
	Iteration 37Q: 3 clusters Score -379134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -379133.875000 Penalty: 4053.113281
	Iteration 38Q: 3 clusters Score -379133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -379134.843750 Penalty: 4053.113281
	Iteration 39Q: 3 clusters Score -379134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -379136.593750 Penalty: 4053.113281
	Iteration 40F: 3 clusters Score -379136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -379137.093750 Penalty: 4053.113281
	Iteration 41Q: 3 clusters Score -379137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -379137.093750 Penalty: 4053.113281
	Iteration 42F: 3 clusters Score -379137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -126508.929688 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -126508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -124458.210938 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -124458.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124737.781250 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -124737.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124822.414062 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -124822.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124869.570312 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -124869.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124902.367188 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -124902.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124932.046875 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -124932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124951.367188 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -124951.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -124957.210938 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -124957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -124960.375000 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -124960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124964.312500 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -124964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -124964.664062 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -124964.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -124964.664062 Penalty: 3497.290771
	Iteration 11F: 3 clusters Score -124964.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241708 members 
Entering Unmasked Estep 
Score: -27251642.000000 Penalty: 3074.080566
	Iteration 0F: 2 clusters Score -2.725164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 121519 members 
Entering Unmasked Estep 
Score: -27099012.000000 Penalty: 6148.161133
	Iteration 0F: 3 clusters Score -2.709901e+07 nChanged 116491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 135798 members 
Entering Unmasked Estep 
Score: -27168712.000000 Penalty: 6148.161133
	Iteration 1F: 3 clusters Score -2.716871e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -27172292.000000 Penalty: 6148.161133
	Iteration 2Q: 3 clusters Score -2.717229e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -27179136.000000 Penalty: 6148.161133
	Iteration 3F: 3 clusters Score -2.717914e+07 nChanged 18101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -27191644.000000 Penalty: 6148.161133
	Iteration 4F: 3 clusters Score -2.719164e+07 nChanged 21820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 197322 members 
Entering Unmasked Estep 
Score: -27210884.000000 Penalty: 6148.161133
	Iteration 5F: 3 clusters Score -2.721088e+07 nChanged 21225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 218537 members 
Entering Unmasked Estep 
Score: -27232608.000000 Penalty: 6148.161133
	Iteration 6F: 3 clusters Score -2.723261e+07 nChanged 14747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 233278 members 
Entering Unmasked Estep 
Score: -27243796.000000 Penalty: 6148.161133
	Iteration 7F: 3 clusters Score -2.72438e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 239122 members 
Entering Unmasked Estep 
Score: -27247432.000000 Penalty: 6148.161133
	Iteration 8Q: 3 clusters Score -2.724743e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 240788 members 
Entering Unmasked Estep 
Score: -27248486.000000 Penalty: 6148.161133
	Iteration 9Q: 3 clusters Score -2.724849e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 241186 members 
Entering Unmasked Estep 
Score: -27248828.000000 Penalty: 6148.161133
	Iteration 10Q: 3 clusters Score -2.724883e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 241285 members 
Entering Unmasked Estep 
Score: -27248960.000000 Penalty: 6148.161133
	Iteration 11Q: 3 clusters Score -2.724896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 241326 members 
Entering Unmasked Estep 
Score: -27248984.000000 Penalty: 6148.161133
	Iteration 12Q: 3 clusters Score -2.724898e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 241344 members 
Entering Unmasked Estep 
Score: -27249032.000000 Penalty: 6148.161133
	Iteration 13Q: 3 clusters Score -2.724903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241356 members 
Entering Unmasked Estep 
Score: -27249052.000000 Penalty: 6148.161133
	Iteration 14Q: 3 clusters Score -2.724905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 241363 members 
Entering Unmasked Estep 
Score: -27249068.000000 Penalty: 6148.161133
	Iteration 15Q: 3 clusters Score -2.724907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 241365 members 
Entering Unmasked Estep 
Score: -27249060.000000 Penalty: 6148.161133
	Iteration 16Q: 3 clusters Score -2.724906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 241369 members 
Entering Unmasked Estep 
Score: -27249064.000000 Penalty: 6148.161133
	Iteration 17Q: 3 clusters Score -2.724906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 241374 members 
Entering Unmasked Estep 
Score: -27249072.000000 Penalty: 6148.161133
	Iteration 18Q: 3 clusters Score -2.724907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 241376 members 
Entering Unmasked Estep 
Score: -27249072.000000 Penalty: 6148.161133
	Iteration 19Q: 3 clusters Score -2.724907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 241378 members 
Entering Unmasked Estep 
Score: -27249076.000000 Penalty: 6148.161133
	Iteration 20F: 3 clusters Score -2.724908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 241380 members 
Entering Unmasked Estep 
Score: -27249082.000000 Penalty: 6148.161133
	Iteration 21Q: 3 clusters Score -2.724908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 241382 members 
Entering Unmasked Estep 
Score: -27249104.000000 Penalty: 6148.161133
	Iteration 22Q: 3 clusters Score -2.72491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 241384 members 
Entering Unmasked Estep 
Score: -27249104.000000 Penalty: 6148.161133
	Iteration 23Q: 3 clusters Score -2.72491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 241383 members 
Entering Unmasked Estep 
Score: -27249084.000000 Penalty: 6148.161133
	Iteration 24Q: 3 clusters Score -2.724908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 241384 members 
Entering Unmasked Estep 
Score: -27249096.000000 Penalty: 6148.161133
	Iteration 25Q: 3 clusters Score -2.72491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 241386 members 
Entering Unmasked Estep 
Score: -27249110.000000 Penalty: 6148.161133
	Iteration 26Q: 3 clusters Score -2.724911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 241386 members 
Entering Unmasked Estep 
Score: -27249110.000000 Penalty: 6148.161133
	Iteration 27F: 3 clusters Score -2.724911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -78631.328125 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -78631.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76922.156250 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -76922.16 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77143.445312 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -77143.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77206.578125 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -77206.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77225.789062 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -77225.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77241.242188 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -77241.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77249.242188 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -77249.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77250.671875 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -77250.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77250.671875 Penalty: 3260.545166
	Iteration 7F: 3 clusters Score -77250.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Entering Unmasked Estep 
Score: -1053735.000000 Penalty: 2259.299316
	Iteration 0F: 2 clusters Score -1053735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1046659.125000 Penalty: 4518.598633
	Iteration 0F: 3 clusters Score -1046659 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1048646.375000 Penalty: 4518.598633
	Iteration 1F: 3 clusters Score -1048646 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1048853.625000 Penalty: 4518.598633
	Iteration 2F: 3 clusters Score -1048854 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1048985.250000 Penalty: 4518.598633
	Iteration 3Q: 3 clusters Score -1048985 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1049090.125000 Penalty: 4518.598633
	Iteration 4Q: 3 clusters Score -1049090 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1049175.500000 Penalty: 4518.598633
	Iteration 5Q: 3 clusters Score -1049176 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1049243.750000 Penalty: 4518.598633
	Iteration 6Q: 3 clusters Score -1049244 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1049303.500000 Penalty: 4518.598633
	Iteration 7Q: 3 clusters Score -1049304 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1049366.250000 Penalty: 4518.598633
	Iteration 8Q: 3 clusters Score -1049366 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1049437.000000 Penalty: 4518.598633
	Iteration 9Q: 3 clusters Score -1049437 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1049506.000000 Penalty: 4518.598633
	Iteration 10Q: 3 clusters Score -1049506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1049592.750000 Penalty: 4518.598633
	Iteration 11Q: 3 clusters Score -1049593 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1049706.125000 Penalty: 4518.598633
	Iteration 12Q: 3 clusters Score -1049706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1049823.500000 Penalty: 4518.598633
	Iteration 13Q: 3 clusters Score -1049824 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1049960.875000 Penalty: 4518.598633
	Iteration 14Q: 3 clusters Score -1049961 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1050144.875000 Penalty: 4518.598633
	Iteration 15Q: 3 clusters Score -1050145 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1050360.500000 Penalty: 4518.598633
	Iteration 16Q: 3 clusters Score -1050360 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1050564.875000 Penalty: 4518.598633
	Iteration 17Q: 3 clusters Score -1050565 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1050765.500000 Penalty: 4518.598633
	Iteration 18Q: 3 clusters Score -1050766 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1050950.625000 Penalty: 4518.598633
	Iteration 19Q: 3 clusters Score -1050951 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1051140.500000 Penalty: 4518.598633
	Iteration 20F: 3 clusters Score -1051140 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1051296.125000 Penalty: 4518.598633
	Iteration 21Q: 3 clusters Score -1051296 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1051419.875000 Penalty: 4518.598633
	Iteration 22Q: 3 clusters Score -1051420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1051512.875000 Penalty: 4518.598633
	Iteration 23Q: 3 clusters Score -1051513 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1051579.500000 Penalty: 4518.598633
	Iteration 24Q: 3 clusters Score -1051580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1051618.125000 Penalty: 4518.598633
	Iteration 25Q: 3 clusters Score -1051618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1051643.375000 Penalty: 4518.598633
	Iteration 26Q: 3 clusters Score -1051643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1051664.000000 Penalty: 4518.598633
	Iteration 27Q: 3 clusters Score -1051664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1051687.125000 Penalty: 4518.598633
	Iteration 28Q: 3 clusters Score -1051687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1051705.500000 Penalty: 4518.598633
	Iteration 29Q: 3 clusters Score -1051706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1051723.750000 Penalty: 4518.598633
	Iteration 30Q: 3 clusters Score -1051724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1051738.750000 Penalty: 4518.598633
	Iteration 31Q: 3 clusters Score -1051739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1051753.375000 Penalty: 4518.598633
	Iteration 32Q: 3 clusters Score -1051753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1051769.500000 Penalty: 4518.598633
	Iteration 33Q: 3 clusters Score -1051770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1051779.000000 Penalty: 4518.598633
	Iteration 34Q: 3 clusters Score -1051779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1051782.375000 Penalty: 4518.598633
	Iteration 35Q: 3 clusters Score -1051782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1051786.375000 Penalty: 4518.598633
	Iteration 36Q: 3 clusters Score -1051786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1051789.875000 Penalty: 4518.598633
	Iteration 37Q: 3 clusters Score -1051790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1051791.625000 Penalty: 4518.598633
	Iteration 38Q: 3 clusters Score -1051792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1051791.625000 Penalty: 4518.598633
	Iteration 39F: 3 clusters Score -1051792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24284.937500 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24284.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24343.898438 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24349.494141 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24349.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24349.494141 Penalty: 2740.624756
	Iteration 3F: 3 clusters Score -24349.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Entering Unmasked Estep 
Score: -4031456.750000 Penalty: 2599.739746
	Iteration 0F: 2 clusters Score -4031457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4007122.750000 Penalty: 5199.479492
	Iteration 0F: 3 clusters Score -4007123 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4016273.250000 Penalty: 5199.479492
	Iteration 1F: 3 clusters Score -4016273 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4017318.000000 Penalty: 5199.479492
	Iteration 2F: 3 clusters Score -4017318 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4018609.750000 Penalty: 5199.479492
	Iteration 3F: 3 clusters Score -4018610 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4019994.000000 Penalty: 5199.479492
	Iteration 4F: 3 clusters Score -4019994 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4021533.000000 Penalty: 5199.479492
	Iteration 5F: 3 clusters Score -4021533 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4023172.500000 Penalty: 5199.479492
	Iteration 6F: 3 clusters Score -4023172 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -4024789.250000 Penalty: 5199.479492
	Iteration 7F: 3 clusters Score -4024789 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4026446.500000 Penalty: 5199.479492
	Iteration 8F: 3 clusters Score -4026446 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4027783.750000 Penalty: 5199.479492
	Iteration 9Q: 3 clusters Score -4027784 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4028615.750000 Penalty: 5199.479492
	Iteration 10Q: 3 clusters Score -4028616 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -4029041.250000 Penalty: 5199.479492
	Iteration 11Q: 3 clusters Score -4029041 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4029299.750000 Penalty: 5199.479492
	Iteration 12Q: 3 clusters Score -4029300 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4029449.500000 Penalty: 5199.479492
	Iteration 13Q: 3 clusters Score -4029450 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4029549.000000 Penalty: 5199.479492
	Iteration 14Q: 3 clusters Score -4029549 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4029611.250000 Penalty: 5199.479492
	Iteration 15Q: 3 clusters Score -4029611 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4029698.250000 Penalty: 5199.479492
	Iteration 16Q: 3 clusters Score -4029698 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4029768.500000 Penalty: 5199.479492
	Iteration 17Q: 3 clusters Score -4029768 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4029833.500000 Penalty: 5199.479492
	Iteration 18Q: 3 clusters Score -4029834 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -4029872.500000 Penalty: 5199.479492
	Iteration 19Q: 3 clusters Score -4029872 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4029918.250000 Penalty: 5199.479492
	Iteration 20F: 3 clusters Score -4029918 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4029952.000000 Penalty: 5199.479492
	Iteration 21Q: 3 clusters Score -4029952 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4029987.000000 Penalty: 5199.479492
	Iteration 22Q: 3 clusters Score -4029987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -4030016.500000 Penalty: 5199.479492
	Iteration 23Q: 3 clusters Score -4030016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4030031.750000 Penalty: 5199.479492
	Iteration 24Q: 3 clusters Score -4030032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4030066.250000 Penalty: 5199.479492
	Iteration 25Q: 3 clusters Score -4030066 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -4030107.000000 Penalty: 5199.479492
	Iteration 26Q: 3 clusters Score -4030107 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -4030135.500000 Penalty: 5199.479492
	Iteration 27Q: 3 clusters Score -4030136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4030143.500000 Penalty: 5199.479492
	Iteration 28Q: 3 clusters Score -4030144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4030153.000000 Penalty: 5199.479492
	Iteration 29Q: 3 clusters Score -4030153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4030166.500000 Penalty: 5199.479492
	Iteration 30Q: 3 clusters Score -4030166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -4030165.250000 Penalty: 5199.479492
	Iteration 31Q: 3 clusters Score -4030165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4030169.000000 Penalty: 5199.479492
	Iteration 32Q: 3 clusters Score -4030169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4030170.250000 Penalty: 5199.479492
	Iteration 33Q: 3 clusters Score -4030170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -4030179.250000 Penalty: 5199.479492
	Iteration 34Q: 3 clusters Score -4030179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4030179.750000 Penalty: 5199.479492
	Iteration 35Q: 3 clusters Score -4030180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4030184.750000 Penalty: 5199.479492
	Iteration 36Q: 3 clusters Score -4030185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4030207.000000 Penalty: 5199.479492
	Iteration 37Q: 3 clusters Score -4030207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4030210.000000 Penalty: 5199.479492
	Iteration 38Q: 3 clusters Score -4030210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4030216.750000 Penalty: 5199.479492
	Iteration 39Q: 3 clusters Score -4030217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -4030218.500000 Penalty: 5199.479492
	Iteration 40F: 3 clusters Score -4030218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -4030215.000000 Penalty: 5199.479492
	Iteration 41Q: 3 clusters Score -4030215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4030235.250000 Penalty: 5199.479492
	Iteration 42Q: 3 clusters Score -4030235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4030238.500000 Penalty: 5199.479492
	Iteration 43Q: 3 clusters Score -4030238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4030245.750000 Penalty: 5199.479492
	Iteration 44Q: 3 clusters Score -4030246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4030253.750000 Penalty: 5199.479492
	Iteration 45Q: 3 clusters Score -4030254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -4030266.500000 Penalty: 5199.479492
	Iteration 46Q: 3 clusters Score -4030266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -4030259.500000 Penalty: 5199.479492
	Iteration 47Q: 3 clusters Score -4030260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4030276.000000 Penalty: 5199.479492
	Iteration 48Q: 3 clusters Score -4030276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4030277.000000 Penalty: 5199.479492
	Iteration 49Q: 3 clusters Score -4030277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4030288.000000 Penalty: 5199.479492
	Iteration 50Q: 3 clusters Score -4030288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4030292.000000 Penalty: 5199.479492
	Iteration 51Q: 3 clusters Score -4030292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4030294.000000 Penalty: 5199.479492
	Iteration 52Q: 3 clusters Score -4030294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4030296.500000 Penalty: 5199.479492
	Iteration 53Q: 3 clusters Score -4030296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4030307.750000 Penalty: 5199.479492
	Iteration 54Q: 3 clusters Score -4030308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -4030318.750000 Penalty: 5199.479492
	Iteration 55Q: 3 clusters Score -4030319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4030325.500000 Penalty: 5199.479492
	Iteration 56Q: 3 clusters Score -4030326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4030322.750000 Penalty: 5199.479492
	Iteration 57Q: 3 clusters Score -4030323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4030320.500000 Penalty: 5199.479492
	Iteration 58Q: 3 clusters Score -4030320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4030334.000000 Penalty: 5199.479492
	Iteration 59Q: 3 clusters Score -4030334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4030340.250000 Penalty: 5199.479492
	Iteration 60F: 3 clusters Score -4030340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4030352.500000 Penalty: 5199.479492
	Iteration 61Q: 3 clusters Score -4030352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4030360.250000 Penalty: 5199.479492
	Iteration 62Q: 3 clusters Score -4030360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4030367.750000 Penalty: 5199.479492
	Iteration 63Q: 3 clusters Score -4030368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4030361.250000 Penalty: 5199.479492
	Iteration 64Q: 3 clusters Score -4030361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4030358.250000 Penalty: 5199.479492
	Iteration 65Q: 3 clusters Score -4030358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4030362.000000 Penalty: 5199.479492
	Iteration 66Q: 3 clusters Score -4030362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4030366.750000 Penalty: 5199.479492
	Iteration 67Q: 3 clusters Score -4030367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4030366.250000 Penalty: 5199.479492
	Iteration 68Q: 3 clusters Score -4030366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4030370.250000 Penalty: 5199.479492
	Iteration 69Q: 3 clusters Score -4030370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4030378.250000 Penalty: 5199.479492
	Iteration 70Q: 3 clusters Score -4030378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4030383.250000 Penalty: 5199.479492
	Iteration 71Q: 3 clusters Score -4030383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4030396.750000 Penalty: 5199.479492
	Iteration 72Q: 3 clusters Score -4030397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4030405.000000 Penalty: 5199.479492
	Iteration 73Q: 3 clusters Score -4030405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4030393.250000 Penalty: 5199.479492
	Iteration 74Q: 3 clusters Score -4030393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4030396.000000 Penalty: 5199.479492
	Iteration 75Q: 3 clusters Score -4030396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4030396.500000 Penalty: 5199.479492
	Iteration 76Q: 3 clusters Score -4030396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4030397.000000 Penalty: 5199.479492
	Iteration 77Q: 3 clusters Score -4030397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4030405.750000 Penalty: 5199.479492
	Iteration 78Q: 3 clusters Score -4030406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4030407.000000 Penalty: 5199.479492
	Iteration 79Q: 3 clusters Score -4030407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4030410.500000 Penalty: 5199.479492
	Iteration 80F: 3 clusters Score -4030410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4030414.000000 Penalty: 5199.479492
	Iteration 81Q: 3 clusters Score -4030414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4030411.250000 Penalty: 5199.479492
	Iteration 82Q: 3 clusters Score -4030411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4030415.750000 Penalty: 5199.479492
	Iteration 83Q: 3 clusters Score -4030416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4030419.500000 Penalty: 5199.479492
	Iteration 84Q: 3 clusters Score -4030420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -4030423.000000 Penalty: 5199.479492
	Iteration 85Q: 3 clusters Score -4030423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4030426.250000 Penalty: 5199.479492
	Iteration 86Q: 3 clusters Score -4030426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4030437.750000 Penalty: 5199.479492
	Iteration 87Q: 3 clusters Score -4030438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -4030446.750000 Penalty: 5199.479492
	Iteration 88Q: 3 clusters Score -4030447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4030455.250000 Penalty: 5199.479492
	Iteration 89Q: 3 clusters Score -4030455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4030459.500000 Penalty: 5199.479492
	Iteration 90Q: 3 clusters Score -4030460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4030464.000000 Penalty: 5199.479492
	Iteration 91Q: 3 clusters Score -4030464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4030464.750000 Penalty: 5199.479492
	Iteration 92Q: 3 clusters Score -4030465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4030467.250000 Penalty: 5199.479492
	Iteration 93Q: 3 clusters Score -4030467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4030471.750000 Penalty: 5199.479492
	Iteration 94Q: 3 clusters Score -4030472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4030480.250000 Penalty: 5199.479492
	Iteration 95Q: 3 clusters Score -4030480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4030479.750000 Penalty: 5199.479492
	Iteration 96Q: 3 clusters Score -4030480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4030486.500000 Penalty: 5199.479492
	Iteration 97Q: 3 clusters Score -4030486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4030490.250000 Penalty: 5199.479492
	Iteration 98Q: 3 clusters Score -4030490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4030503.750000 Penalty: 5199.479492
	Iteration 99Q: 3 clusters Score -4030504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4030508.250000 Penalty: 5199.479492
	Iteration 100F: 3 clusters Score -4030508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4030503.750000 Penalty: 5199.479492
	Iteration 101Q: 3 clusters Score -4030504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4030507.500000 Penalty: 5199.479492
	Iteration 102Q: 3 clusters Score -4030508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -4030512.000000 Penalty: 5199.479492
	Iteration 103Q: 3 clusters Score -4030512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4030509.250000 Penalty: 5199.479492
	Iteration 104Q: 3 clusters Score -4030509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4030508.500000 Penalty: 5199.479492
	Iteration 105Q: 3 clusters Score -4030508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4030510.000000 Penalty: 5199.479492
	Iteration 106Q: 3 clusters Score -4030510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4030510.000000 Penalty: 5199.479492
	Iteration 107Q: 3 clusters Score -4030510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4030512.500000 Penalty: 5199.479492
	Iteration 108Q: 3 clusters Score -4030512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4030514.250000 Penalty: 5199.479492
	Iteration 109Q: 3 clusters Score -4030514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4030519.000000 Penalty: 5199.479492
	Iteration 110Q: 3 clusters Score -4030519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4030524.500000 Penalty: 5199.479492
	Iteration 111Q: 3 clusters Score -4030524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4030518.500000 Penalty: 5199.479492
	Iteration 112Q: 3 clusters Score -4030518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4030520.000000 Penalty: 5199.479492
	Iteration 113Q: 3 clusters Score -4030520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4030513.750000 Penalty: 5199.479492
	Iteration 114Q: 3 clusters Score -4030514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4030514.750000 Penalty: 5199.479492
	Iteration 115Q: 3 clusters Score -4030515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4030514.250000 Penalty: 5199.479492
	Iteration 116Q: 3 clusters Score -4030514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4030513.000000 Penalty: 5199.479492
	Iteration 117Q: 3 clusters Score -4030513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4030510.250000 Penalty: 5199.479492
	Iteration 118Q: 3 clusters Score -4030510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4030509.750000 Penalty: 5199.479492
	Iteration 119Q: 3 clusters Score -4030510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -4030510.500000 Penalty: 5199.479492
	Iteration 120F: 3 clusters Score -4030510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4030515.250000 Penalty: 5199.479492
	Iteration 121Q: 3 clusters Score -4030515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4030513.000000 Penalty: 5199.479492
	Iteration 122Q: 3 clusters Score -4030513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4030509.250000 Penalty: 5199.479492
	Iteration 123Q: 3 clusters Score -4030509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4030509.750000 Penalty: 5199.479492
	Iteration 124Q: 3 clusters Score -4030510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4030509.750000 Penalty: 5199.479492
	Iteration 125F: 3 clusters Score -4030510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -62318.589844 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -62318.59 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 338 members 
Entering Unmasked Estep 
Score: -60714.296875 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -60714.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61029.050781 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -61029.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61190.757812 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -61190.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -61301.589844 Penalty: 3221.651611
	Iteration 3F: 3 clusters Score -61301.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -61369.679688 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -61369.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -61455.964844 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -61455.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61501.378906 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -61501.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61561.031250 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -61561.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61630.382812 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -61630.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61680.843750 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -61680.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61699.921875 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -61699.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -61707.562500 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -61707.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -61707.562500 Penalty: 3221.651611
	Iteration 12F: 3 clusters Score -61707.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Entering Unmasked Estep 
Score: -4151437.000000 Penalty: 2605.059570
	Iteration 0F: 2 clusters Score -4151437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4126708.250000 Penalty: 5210.119141
	Iteration 0F: 3 clusters Score -4126708 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4135627.500000 Penalty: 5210.119141
	Iteration 1F: 3 clusters Score -4135628 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4136154.250000 Penalty: 5210.119141
	Iteration 2Q: 3 clusters Score -4136154 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4136778.750000 Penalty: 5210.119141
	Iteration 3Q: 3 clusters Score -4136779 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -4137719.500000 Penalty: 5210.119141
	Iteration 4F: 3 clusters Score -4137720 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4139165.750000 Penalty: 5210.119141
	Iteration 5F: 3 clusters Score -4139166 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4141086.250000 Penalty: 5210.119141
	Iteration 6F: 3 clusters Score -4141086 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -4143207.000000 Penalty: 5210.119141
	Iteration 7F: 3 clusters Score -4143207 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -4145263.250000 Penalty: 5210.119141
	Iteration 8F: 3 clusters Score -4145263 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4146806.750000 Penalty: 5210.119141
	Iteration 9Q: 3 clusters Score -4146807 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4147744.500000 Penalty: 5210.119141
	Iteration 10Q: 3 clusters Score -4147744 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4148382.000000 Penalty: 5210.119141
	Iteration 11Q: 3 clusters Score -4148382 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4148794.750000 Penalty: 5210.119141
	Iteration 12Q: 3 clusters Score -4148795 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4149028.000000 Penalty: 5210.119141
	Iteration 13Q: 3 clusters Score -4149028 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4149144.000000 Penalty: 5210.119141
	Iteration 14Q: 3 clusters Score -4149144 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4149242.750000 Penalty: 5210.119141
	Iteration 15Q: 3 clusters Score -4149243 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4149288.250000 Penalty: 5210.119141
	Iteration 16Q: 3 clusters Score -4149288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4149330.500000 Penalty: 5210.119141
	Iteration 17Q: 3 clusters Score -4149330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4149366.750000 Penalty: 5210.119141
	Iteration 18Q: 3 clusters Score -4149367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4149402.000000 Penalty: 5210.119141
	Iteration 19Q: 3 clusters Score -4149402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4149426.750000 Penalty: 5210.119141
	Iteration 20F: 3 clusters Score -4149427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4149436.500000 Penalty: 5210.119141
	Iteration 21Q: 3 clusters Score -4149436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4149454.500000 Penalty: 5210.119141
	Iteration 22Q: 3 clusters Score -4149454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4149474.000000 Penalty: 5210.119141
	Iteration 23Q: 3 clusters Score -4149474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4149482.250000 Penalty: 5210.119141
	Iteration 24Q: 3 clusters Score -4149482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -4149487.250000 Penalty: 5210.119141
	Iteration 25Q: 3 clusters Score -4149487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4149493.500000 Penalty: 5210.119141
	Iteration 26Q: 3 clusters Score -4149494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4149508.750000 Penalty: 5210.119141
	Iteration 27Q: 3 clusters Score -4149509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4149510.000000 Penalty: 5210.119141
	Iteration 28Q: 3 clusters Score -4149510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4149514.500000 Penalty: 5210.119141
	Iteration 29Q: 3 clusters Score -4149514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4149516.500000 Penalty: 5210.119141
	Iteration 30Q: 3 clusters Score -4149516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4149518.750000 Penalty: 5210.119141
	Iteration 31Q: 3 clusters Score -4149519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4149517.750000 Penalty: 5210.119141
	Iteration 32Q: 3 clusters Score -4149518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4149525.250000 Penalty: 5210.119141
	Iteration 33Q: 3 clusters Score -4149525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4149525.250000 Penalty: 5210.119141
	Iteration 34Q: 3 clusters Score -4149525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -4149521.500000 Penalty: 5210.119141
	Iteration 35Q: 3 clusters Score -4149522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -4149524.750000 Penalty: 5210.119141
	Iteration 36Q: 3 clusters Score -4149525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4149527.250000 Penalty: 5210.119141
	Iteration 37Q: 3 clusters Score -4149527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4149527.750000 Penalty: 5210.119141
	Iteration 38Q: 3 clusters Score -4149528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4149534.500000 Penalty: 5210.119141
	Iteration 39Q: 3 clusters Score -4149534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4149531.250000 Penalty: 5210.119141
	Iteration 40F: 3 clusters Score -4149531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4149529.250000 Penalty: 5210.119141
	Iteration 41Q: 3 clusters Score -4149529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4149529.500000 Penalty: 5210.119141
	Iteration 42Q: 3 clusters Score -4149530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4149529.500000 Penalty: 5210.119141
	Iteration 43F: 3 clusters Score -4149530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Entering Unmasked Estep 
Score: -952121.062500 Penalty: 2239.503662
	Iteration 0F: 2 clusters Score -952121.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -945459.750000 Penalty: 4479.007324
	Iteration 0F: 3 clusters Score -945459.8 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -947331.750000 Penalty: 4479.007324
	Iteration 1F: 3 clusters Score -947331.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -947641.375000 Penalty: 4479.007324
	Iteration 2F: 3 clusters Score -947641.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -947846.875000 Penalty: 4479.007324
	Iteration 3F: 3 clusters Score -947846.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -948008.375000 Penalty: 4479.007324
	Iteration 4Q: 3 clusters Score -948008.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -948118.625000 Penalty: 4479.007324
	Iteration 5Q: 3 clusters Score -948118.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -948220.000000 Penalty: 4479.007324
	Iteration 6Q: 3 clusters Score -948220 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -948332.875000 Penalty: 4479.007324
	Iteration 7Q: 3 clusters Score -948332.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -948460.125000 Penalty: 4479.007324
	Iteration 8Q: 3 clusters Score -948460.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -948588.187500 Penalty: 4479.007324
	Iteration 9Q: 3 clusters Score -948588.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -948723.875000 Penalty: 4479.007324
	Iteration 10Q: 3 clusters Score -948723.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -948873.500000 Penalty: 4479.007324
	Iteration 11Q: 3 clusters Score -948873.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -949049.000000 Penalty: 4479.007324
	Iteration 12Q: 3 clusters Score -949049 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -949230.375000 Penalty: 4479.007324
	Iteration 13Q: 3 clusters Score -949230.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -949426.875000 Penalty: 4479.007324
	Iteration 14Q: 3 clusters Score -949426.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -949639.062500 Penalty: 4479.007324
	Iteration 15Q: 3 clusters Score -949639.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -949799.812500 Penalty: 4479.007324
	Iteration 16Q: 3 clusters Score -949799.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -949888.062500 Penalty: 4479.007324
	Iteration 17Q: 3 clusters Score -949888.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -949941.500000 Penalty: 4479.007324
	Iteration 18Q: 3 clusters Score -949941.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -949978.437500 Penalty: 4479.007324
	Iteration 19Q: 3 clusters Score -949978.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -950004.500000 Penalty: 4479.007324
	Iteration 20F: 3 clusters Score -950004.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -950030.312500 Penalty: 4479.007324
	Iteration 21Q: 3 clusters Score -950030.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -950047.437500 Penalty: 4479.007324
	Iteration 22Q: 3 clusters Score -950047.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -950063.812500 Penalty: 4479.007324
	Iteration 23Q: 3 clusters Score -950063.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -950079.437500 Penalty: 4479.007324
	Iteration 24Q: 3 clusters Score -950079.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -950093.500000 Penalty: 4479.007324
	Iteration 25Q: 3 clusters Score -950093.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -950114.500000 Penalty: 4479.007324
	Iteration 26Q: 3 clusters Score -950114.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -950125.937500 Penalty: 4479.007324
	Iteration 27Q: 3 clusters Score -950125.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -950135.937500 Penalty: 4479.007324
	Iteration 28Q: 3 clusters Score -950135.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -950140.375000 Penalty: 4479.007324
	Iteration 29Q: 3 clusters Score -950140.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -950144.375000 Penalty: 4479.007324
	Iteration 30Q: 3 clusters Score -950144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -950149.437500 Penalty: 4479.007324
	Iteration 31Q: 3 clusters Score -950149.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -950153.875000 Penalty: 4479.007324
	Iteration 32Q: 3 clusters Score -950153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -950155.437500 Penalty: 4479.007324
	Iteration 33Q: 3 clusters Score -950155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -950158.937500 Penalty: 4479.007324
	Iteration 34Q: 3 clusters Score -950158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -950159.187500 Penalty: 4479.007324
	Iteration 35Q: 3 clusters Score -950159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -950162.187500 Penalty: 4479.007324
	Iteration 36Q: 3 clusters Score -950162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -950163.125000 Penalty: 4479.007324
	Iteration 37Q: 3 clusters Score -950163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -950168.875000 Penalty: 4479.007324
	Iteration 38Q: 3 clusters Score -950168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -950172.000000 Penalty: 4479.007324
	Iteration 39Q: 3 clusters Score -950172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -950171.312500 Penalty: 4479.007324
	Iteration 40F: 3 clusters Score -950171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -950177.187500 Penalty: 4479.007324
	Iteration 41Q: 3 clusters Score -950177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -950179.500000 Penalty: 4479.007324
	Iteration 42Q: 3 clusters Score -950179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -950182.875000 Penalty: 4479.007324
	Iteration 43Q: 3 clusters Score -950182.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -950184.750000 Penalty: 4479.007324
	Iteration 44Q: 3 clusters Score -950184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -950188.312500 Penalty: 4479.007324
	Iteration 45Q: 3 clusters Score -950188.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -950194.375000 Penalty: 4479.007324
	Iteration 46Q: 3 clusters Score -950194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -950197.687500 Penalty: 4479.007324
	Iteration 47Q: 3 clusters Score -950197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -950198.812500 Penalty: 4479.007324
	Iteration 48Q: 3 clusters Score -950198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -950202.562500 Penalty: 4479.007324
	Iteration 49Q: 3 clusters Score -950202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -950200.687500 Penalty: 4479.007324
	Iteration 50Q: 3 clusters Score -950200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -950200.437500 Penalty: 4479.007324
	Iteration 51Q: 3 clusters Score -950200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -950201.562500 Penalty: 4479.007324
	Iteration 52Q: 3 clusters Score -950201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -950202.687500 Penalty: 4479.007324
	Iteration 53Q: 3 clusters Score -950202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -950202.937500 Penalty: 4479.007324
	Iteration 54Q: 3 clusters Score -950202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -950201.375000 Penalty: 4479.007324
	Iteration 55Q: 3 clusters Score -950201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -950204.687500 Penalty: 4479.007324
	Iteration 56Q: 3 clusters Score -950204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -950204.687500 Penalty: 4479.007324
	Iteration 57F: 3 clusters Score -950204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 230853 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 13179 members 
Mstep: Class 4 contains 42494 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 40363 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 103907 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 241708 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9046 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35697 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 36471 members 
Mstep: Class 23 contains 8352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588048.000000 Penalty: 70802.812500
Iteration 239Q: 22 clusters Score -8.858805e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 230811 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 13220 members 
Mstep: Class 4 contains 42485 members 
Mstep: Class 5 contains 5387 members 
Mstep: Class 6 contains 40382 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 103915 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 241708 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9049 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35690 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 36467 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588176.000000 Penalty: 70802.812500
Iteration 240F: 22 clusters Score -8.858818e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230782 members 
Mstep: Class 2 contains 19143 members 
Mstep: Class 3 contains 13292 members 
Mstep: Class 4 contains 42482 members 
Mstep: Class 5 contains 5381 members 
Mstep: Class 6 contains 40379 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 103919 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 241711 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9049 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35677 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 36457 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588232.000000 Penalty: 70802.812500
Iteration 241Q: 22 clusters Score -8.858823e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230760 members 
Mstep: Class 2 contains 19145 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 42475 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 40355 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 103928 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 241712 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9051 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35669 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 36443 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588504.000000 Penalty: 70802.812500
Iteration 242Q: 22 clusters Score -8.85885e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 19144 members 
Mstep: Class 3 contains 13402 members 
Mstep: Class 4 contains 42469 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 40336 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 103934 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 241730 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9054 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35658 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 36424 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588624.000000 Penalty: 70802.812500
Iteration 243Q: 22 clusters Score -8.858862e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230685 members 
Mstep: Class 2 contains 19143 members 
Mstep: Class 3 contains 13451 members 
Mstep: Class 4 contains 42454 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 40322 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 103945 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 241748 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9056 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35648 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 36422 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588720.000000 Penalty: 70802.812500
Iteration 244Q: 22 clusters Score -8.858872e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230640 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 42441 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 40300 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 103951 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 241780 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9056 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35641 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 36416 members 
Mstep: Class 23 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588680.000000 Penalty: 70802.812500
Iteration 245Q: 22 clusters Score -8.858868e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230608 members 
Mstep: Class 2 contains 19145 members 
Mstep: Class 3 contains 13505 members 
Mstep: Class 4 contains 42434 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 40276 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 103967 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 14 contains 241776 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9060 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35639 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 36402 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588576.000000 Penalty: 70802.812500
Iteration 246Q: 22 clusters Score -8.858858e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230567 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 13530 members 
Mstep: Class 4 contains 42408 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 40264 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 103977 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 241784 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9065 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35634 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 36388 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588440.000000 Penalty: 70802.812500
Iteration 247Q: 22 clusters Score -8.858844e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230554 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 13566 members 
Mstep: Class 4 contains 42385 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 40250 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 103982 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1148 members 
Mstep: Class 14 contains 241774 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9070 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35614 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 36373 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588560.000000 Penalty: 70802.812500
Iteration 248Q: 22 clusters Score -8.858856e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230548 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 42365 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 40243 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 103993 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1148 members 
Mstep: Class 14 contains 241766 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 17 contains 9072 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 36356 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588576.000000 Penalty: 70802.812500
Iteration 249Q: 22 clusters Score -8.858858e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230540 members 
Mstep: Class 2 contains 19151 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 42345 members 
Mstep: Class 5 contains 5483 members 
Mstep: Class 6 contains 40228 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 104003 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1148 members 
Mstep: Class 14 contains 241748 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 9072 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35597 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 36353 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588648.000000 Penalty: 70802.812500
Iteration 250Q: 22 clusters Score -8.858865e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230551 members 
Mstep: Class 2 contains 19155 members 
Mstep: Class 3 contains 13645 members 
Mstep: Class 4 contains 42328 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 40219 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 104018 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1148 members 
Mstep: Class 14 contains 241706 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 17 contains 9076 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35588 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 36347 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588680.000000 Penalty: 70802.812500
Iteration 251Q: 22 clusters Score -8.858868e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230556 members 
Mstep: Class 2 contains 19159 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 42313 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 104034 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 241670 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9083 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35575 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 36343 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588800.000000 Penalty: 70802.812500
Iteration 252Q: 22 clusters Score -8.85888e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230561 members 
Mstep: Class 2 contains 19162 members 
Mstep: Class 3 contains 13697 members 
Mstep: Class 4 contains 42301 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 40201 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 104044 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 241641 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9083 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35566 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 36339 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588936.000000 Penalty: 70802.812500
Iteration 253Q: 22 clusters Score -8.858894e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230559 members 
Mstep: Class 2 contains 19163 members 
Mstep: Class 3 contains 13723 members 
Mstep: Class 4 contains 42290 members 
Mstep: Class 5 contains 5524 members 
Mstep: Class 6 contains 40191 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 104046 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 241624 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9085 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35556 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 36336 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589000.000000 Penalty: 70802.812500
Iteration 254Q: 22 clusters Score -8.8589e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230555 members 
Mstep: Class 2 contains 19163 members 
Mstep: Class 3 contains 13744 members 
Mstep: Class 4 contains 42285 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 40183 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 104050 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 241614 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35549 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 36333 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588840.000000 Penalty: 70802.812500
Iteration 255Q: 22 clusters Score -8.858884e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230547 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 42272 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 40187 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4720 members 
Mstep: Class 11 contains 104047 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 241608 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35541 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 36339 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588832.000000 Penalty: 70802.812500
Iteration 256Q: 22 clusters Score -8.858883e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230560 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13777 members 
Mstep: Class 4 contains 42262 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 40189 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 104045 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 241595 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35532 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 36337 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588872.000000 Penalty: 70802.812500
Iteration 257Q: 22 clusters Score -8.858887e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230579 members 
Mstep: Class 2 contains 19159 members 
Mstep: Class 3 contains 13785 members 
Mstep: Class 4 contains 42256 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 6 contains 40188 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 104038 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 241569 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35526 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 36338 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589088.000000 Penalty: 70802.812500
Iteration 258Q: 22 clusters Score -8.858909e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230583 members 
Mstep: Class 2 contains 19157 members 
Mstep: Class 3 contains 13800 members 
Mstep: Class 4 contains 42251 members 
Mstep: Class 5 contains 5555 members 
Mstep: Class 6 contains 40185 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4729 members 
Mstep: Class 11 contains 104045 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1146 members 
Mstep: Class 14 contains 241542 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9119 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35518 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 36339 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589136.000000 Penalty: 70802.812500
Iteration 259Q: 22 clusters Score -8.858914e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230579 members 
Mstep: Class 2 contains 19155 members 
Mstep: Class 3 contains 13812 members 
Mstep: Class 4 contains 42246 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 40186 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 104045 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 241537 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9121 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35512 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 36336 members 
Mstep: Class 23 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589152.000000 Penalty: 70802.812500
Iteration 260F: 22 clusters Score -8.858915e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230581 members 
Mstep: Class 2 contains 19156 members 
Mstep: Class 3 contains 13823 members 
Mstep: Class 4 contains 42240 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 40185 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 104051 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 241519 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35506 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 36339 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589088.000000 Penalty: 70802.812500
Iteration 261Q: 22 clusters Score -8.858909e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230587 members 
Mstep: Class 2 contains 19158 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 42244 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 40189 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 104054 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 241504 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 571 members 
Mstep: Class 22 contains 36337 members 
Mstep: Class 23 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589032.000000 Penalty: 70802.812500
Iteration 262Q: 22 clusters Score -8.858903e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230592 members 
Mstep: Class 2 contains 19159 members 
Mstep: Class 3 contains 13841 members 
Mstep: Class 4 contains 42234 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 40192 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4738 members 
Mstep: Class 11 contains 104049 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241498 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35485 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 36339 members 
Mstep: Class 23 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589088.000000 Penalty: 70802.812500
Iteration 263Q: 22 clusters Score -8.858909e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230588 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 42229 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 40195 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 104050 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241496 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35478 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 36335 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588952.000000 Penalty: 70802.812500
Iteration 264Q: 22 clusters Score -8.858895e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230601 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13855 members 
Mstep: Class 4 contains 42223 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 40195 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 104043 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241487 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35471 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 36333 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589072.000000 Penalty: 70802.812500
Iteration 265Q: 22 clusters Score -8.858907e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230597 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 42220 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 40198 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 104042 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241478 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35467 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 36332 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589048.000000 Penalty: 70802.812500
Iteration 266Q: 22 clusters Score -8.858905e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230606 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13865 members 
Mstep: Class 4 contains 42220 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 40201 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 104032 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241473 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35459 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 36326 members 
Mstep: Class 23 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589016.000000 Penalty: 70802.812500
Iteration 267Q: 22 clusters Score -8.858902e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230605 members 
Mstep: Class 2 contains 19158 members 
Mstep: Class 3 contains 13873 members 
Mstep: Class 4 contains 42220 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 40195 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 104030 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241465 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35451 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 36320 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589096.000000 Penalty: 70802.812500
Iteration 268Q: 22 clusters Score -8.85891e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230596 members 
Mstep: Class 2 contains 19158 members 
Mstep: Class 3 contains 13882 members 
Mstep: Class 4 contains 42219 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 40193 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 104036 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241449 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 36309 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589064.000000 Penalty: 70802.812500
Iteration 269Q: 22 clusters Score -8.858906e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230594 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13894 members 
Mstep: Class 4 contains 42214 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 40189 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 104041 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 241437 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 36307 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589048.000000 Penalty: 70802.812500
Iteration 270Q: 22 clusters Score -8.858905e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230587 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13903 members 
Mstep: Class 4 contains 42209 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 6 contains 40179 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 104046 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241422 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 36300 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589024.000000 Penalty: 70802.812500
Iteration 271Q: 22 clusters Score -8.858902e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230584 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 13917 members 
Mstep: Class 4 contains 42202 members 
Mstep: Class 5 contains 5585 members 
Mstep: Class 6 contains 40180 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 104048 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241415 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 36297 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589048.000000 Penalty: 70802.812500
Iteration 272Q: 22 clusters Score -8.858905e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230594 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13927 members 
Mstep: Class 4 contains 42203 members 
Mstep: Class 5 contains 5585 members 
Mstep: Class 6 contains 40177 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 104046 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241410 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589136.000000 Penalty: 70802.812500
Iteration 273Q: 22 clusters Score -8.858914e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230614 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13935 members 
Mstep: Class 4 contains 42198 members 
Mstep: Class 5 contains 5586 members 
Mstep: Class 6 contains 40175 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 104037 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241405 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35414 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589040.000000 Penalty: 70802.812500
Iteration 274Q: 22 clusters Score -8.858904e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230632 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13944 members 
Mstep: Class 4 contains 42192 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 40175 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 104033 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241384 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35405 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589040.000000 Penalty: 70802.812500
Iteration 275Q: 22 clusters Score -8.858904e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230642 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 13949 members 
Mstep: Class 4 contains 42189 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 40174 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 104033 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241370 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35393 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589064.000000 Penalty: 70802.812500
Iteration 276Q: 22 clusters Score -8.858906e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230656 members 
Mstep: Class 2 contains 19160 members 
Mstep: Class 3 contains 13952 members 
Mstep: Class 4 contains 42187 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 40176 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 104030 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241357 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35382 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589088.000000 Penalty: 70802.812500
Iteration 277Q: 22 clusters Score -8.858909e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230657 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 13963 members 
Mstep: Class 4 contains 42185 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40174 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 104039 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241339 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35373 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589200.000000 Penalty: 70802.812500
Iteration 278Q: 22 clusters Score -8.85892e+07 nChanged 128
Entering ConstructFrom: 
Score: -88589200.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (230663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230663 members 
Entering Unmasked Estep 
Score: -25860442.000000 Penalty: 3062.480713
	Iteration 0F: 2 clusters Score -2.586044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -25711298.000000 Penalty: 6124.961426
	Iteration 0F: 3 clusters Score -2.57113e+07 nChanged 110946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119533 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -25776660.000000 Penalty: 6124.961426
	Iteration 1F: 3 clusters Score -2.577666e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121858 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -25778258.000000 Penalty: 6124.961426
	Iteration 2Q: 3 clusters Score -2.577826e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -25780044.000000 Penalty: 6124.961426
	Iteration 3Q: 3 clusters Score -2.578004e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 99647 members 
Entering Unmasked Estep 
Score: -25782774.000000 Penalty: 6124.961426
	Iteration 4Q: 3 clusters Score -2.578277e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139175 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -25786844.000000 Penalty: 6124.961426
	Iteration 5Q: 3 clusters Score -2.578684e+07 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150890 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -25793374.000000 Penalty: 6124.961426
	Iteration 6F: 3 clusters Score -2.579337e+07 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -25803796.000000 Penalty: 6124.961426
	Iteration 7F: 3 clusters Score -2.58038e+07 nChanged 19189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185673 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -25819632.000000 Penalty: 6124.961426
	Iteration 8F: 3 clusters Score -2.581963e+07 nChanged 19130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204771 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -25837138.000000 Penalty: 6124.961426
	Iteration 9F: 3 clusters Score -2.583714e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219135 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -25850906.000000 Penalty: 6124.961426
	Iteration 10F: 3 clusters Score -2.585091e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226555 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -25856028.000000 Penalty: 6124.961426
	Iteration 11Q: 3 clusters Score -2.585603e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229304 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -25857366.000000 Penalty: 6124.961426
	Iteration 12Q: 3 clusters Score -2.585737e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230045 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -25857702.000000 Penalty: 6124.961426
	Iteration 13Q: 3 clusters Score -2.58577e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230243 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -25857714.000000 Penalty: 6124.961426
	Iteration 14Q: 3 clusters Score -2.585771e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25857770.000000 Penalty: 6124.961426
	Iteration 15Q: 3 clusters Score -2.585777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230343 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25857804.000000 Penalty: 6124.961426
	Iteration 16Q: 3 clusters Score -2.58578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25857850.000000 Penalty: 6124.961426
	Iteration 17Q: 3 clusters Score -2.585785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230368 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25857872.000000 Penalty: 6124.961426
	Iteration 18Q: 3 clusters Score -2.585787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230372 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25857884.000000 Penalty: 6124.961426
	Iteration 19Q: 3 clusters Score -2.585788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230377 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25857886.000000 Penalty: 6124.961426
	Iteration 20F: 3 clusters Score -2.585789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230378 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25857886.000000 Penalty: 6124.961426
	Iteration 21Q: 3 clusters Score -2.585789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230376 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25857886.000000 Penalty: 6124.961426
	Iteration 22Q: 3 clusters Score -2.585789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230376 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25857886.000000 Penalty: 6124.961426
	Iteration 23F: 3 clusters Score -2.585789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Entering Unmasked Estep 
Score: -2176870.500000 Penalty: 2445.410889
	Iteration 0F: 2 clusters Score -2176870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2163373.250000 Penalty: 4890.821777
	Iteration 0F: 3 clusters Score -2163373 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2167977.250000 Penalty: 4890.821777
	Iteration 1F: 3 clusters Score -2167977 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2168705.750000 Penalty: 4890.821777
	Iteration 2F: 3 clusters Score -2168706 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2169507.750000 Penalty: 4890.821777
	Iteration 3F: 3 clusters Score -2169508 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2170291.500000 Penalty: 4890.821777
	Iteration 4F: 3 clusters Score -2170292 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2171031.000000 Penalty: 4890.821777
	Iteration 5F: 3 clusters Score -2171031 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2171683.250000 Penalty: 4890.821777
	Iteration 6F: 3 clusters Score -2171683 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2172351.250000 Penalty: 4890.821777
	Iteration 7F: 3 clusters Score -2172351 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2172970.250000 Penalty: 4890.821777
	Iteration 8F: 3 clusters Score -2172970 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2173457.000000 Penalty: 4890.821777
	Iteration 9Q: 3 clusters Score -2173457 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2173862.000000 Penalty: 4890.821777
	Iteration 10Q: 3 clusters Score -2173862 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2174192.250000 Penalty: 4890.821777
	Iteration 11Q: 3 clusters Score -2174192 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2174427.250000 Penalty: 4890.821777
	Iteration 12Q: 3 clusters Score -2174427 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2174620.500000 Penalty: 4890.821777
	Iteration 13Q: 3 clusters Score -2174620 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2174798.250000 Penalty: 4890.821777
	Iteration 14Q: 3 clusters Score -2174798 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2174957.750000 Penalty: 4890.821777
	Iteration 15Q: 3 clusters Score -2174958 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2175071.250000 Penalty: 4890.821777
	Iteration 16Q: 3 clusters Score -2175071 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2175180.000000 Penalty: 4890.821777
	Iteration 17Q: 3 clusters Score -2175180 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2175292.000000 Penalty: 4890.821777
	Iteration 18Q: 3 clusters Score -2175292 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2175412.250000 Penalty: 4890.821777
	Iteration 19Q: 3 clusters Score -2175412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2175513.500000 Penalty: 4890.821777
	Iteration 20F: 3 clusters Score -2175514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2175585.750000 Penalty: 4890.821777
	Iteration 21Q: 3 clusters Score -2175586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2175645.250000 Penalty: 4890.821777
	Iteration 22Q: 3 clusters Score -2175645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2175710.750000 Penalty: 4890.821777
	Iteration 23Q: 3 clusters Score -2175711 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2175754.500000 Penalty: 4890.821777
	Iteration 24Q: 3 clusters Score -2175754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2175802.750000 Penalty: 4890.821777
	Iteration 25Q: 3 clusters Score -2175803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2175834.250000 Penalty: 4890.821777
	Iteration 26Q: 3 clusters Score -2175834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2175875.000000 Penalty: 4890.821777
	Iteration 27Q: 3 clusters Score -2175875 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2175914.750000 Penalty: 4890.821777
	Iteration 28Q: 3 clusters Score -2175915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2175946.000000 Penalty: 4890.821777
	Iteration 29Q: 3 clusters Score -2175946 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2175979.750000 Penalty: 4890.821777
	Iteration 30Q: 3 clusters Score -2175980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2175997.250000 Penalty: 4890.821777
	Iteration 31Q: 3 clusters Score -2175997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2176022.500000 Penalty: 4890.821777
	Iteration 32Q: 3 clusters Score -2176022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2176036.000000 Penalty: 4890.821777
	Iteration 33Q: 3 clusters Score -2176036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2176064.250000 Penalty: 4890.821777
	Iteration 34Q: 3 clusters Score -2176064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2176079.750000 Penalty: 4890.821777
	Iteration 35Q: 3 clusters Score -2176080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2176089.750000 Penalty: 4890.821777
	Iteration 36Q: 3 clusters Score -2176090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2176101.000000 Penalty: 4890.821777
	Iteration 37Q: 3 clusters Score -2176101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2176114.750000 Penalty: 4890.821777
	Iteration 38Q: 3 clusters Score -2176115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2176121.750000 Penalty: 4890.821777
	Iteration 39Q: 3 clusters Score -2176122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2176127.250000 Penalty: 4890.821777
	Iteration 40F: 3 clusters Score -2176127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2176138.750000 Penalty: 4890.821777
	Iteration 41Q: 3 clusters Score -2176139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2176142.000000 Penalty: 4890.821777
	Iteration 42Q: 3 clusters Score -2176142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2176147.250000 Penalty: 4890.821777
	Iteration 43Q: 3 clusters Score -2176147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2176151.250000 Penalty: 4890.821777
	Iteration 44Q: 3 clusters Score -2176151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2176153.500000 Penalty: 4890.821777
	Iteration 45Q: 3 clusters Score -2176154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2176151.750000 Penalty: 4890.821777
	Iteration 46Q: 3 clusters Score -2176152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2176151.750000 Penalty: 4890.821777
	Iteration 47Q: 3 clusters Score -2176152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2176155.250000 Penalty: 4890.821777
	Iteration 48Q: 3 clusters Score -2176155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2176158.250000 Penalty: 4890.821777
	Iteration 49Q: 3 clusters Score -2176158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2176157.000000 Penalty: 4890.821777
	Iteration 50Q: 3 clusters Score -2176157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2176159.500000 Penalty: 4890.821777
	Iteration 51Q: 3 clusters Score -2176160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2176158.750000 Penalty: 4890.821777
	Iteration 52Q: 3 clusters Score -2176159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2176162.500000 Penalty: 4890.821777
	Iteration 53Q: 3 clusters Score -2176162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2176160.750000 Penalty: 4890.821777
	Iteration 54Q: 3 clusters Score -2176161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2176160.750000 Penalty: 4890.821777
	Iteration 55F: 3 clusters Score -2176161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Entering Unmasked Estep 
Score: -1583633.125000 Penalty: 2367.077393
	Iteration 0F: 2 clusters Score -1583633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1573584.500000 Penalty: 4734.154785
	Iteration 0F: 3 clusters Score -1573584 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1576665.875000 Penalty: 4734.154785
	Iteration 1F: 3 clusters Score -1576666 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1576960.750000 Penalty: 4734.154785
	Iteration 2F: 3 clusters Score -1576961 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1577174.500000 Penalty: 4734.154785
	Iteration 3Q: 3 clusters Score -1577174 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1577349.125000 Penalty: 4734.154785
	Iteration 4Q: 3 clusters Score -1577349 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1577511.875000 Penalty: 4734.154785
	Iteration 5Q: 3 clusters Score -1577512 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1577700.000000 Penalty: 4734.154785
	Iteration 6Q: 3 clusters Score -1577700 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1577898.375000 Penalty: 4734.154785
	Iteration 7Q: 3 clusters Score -1577898 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1578132.125000 Penalty: 4734.154785
	Iteration 8Q: 3 clusters Score -1578132 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1578349.250000 Penalty: 4734.154785
	Iteration 9Q: 3 clusters Score -1578349 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1578604.500000 Penalty: 4734.154785
	Iteration 10Q: 3 clusters Score -1578604 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1578885.625000 Penalty: 4734.154785
	Iteration 11Q: 3 clusters Score -1578886 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1579214.875000 Penalty: 4734.154785
	Iteration 12Q: 3 clusters Score -1579215 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1579615.875000 Penalty: 4734.154785
	Iteration 13Q: 3 clusters Score -1579616 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1580079.625000 Penalty: 4734.154785
	Iteration 14Q: 3 clusters Score -1580080 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1580535.750000 Penalty: 4734.154785
	Iteration 15Q: 3 clusters Score -1580536 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1580913.750000 Penalty: 4734.154785
	Iteration 16Q: 3 clusters Score -1580914 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1581181.750000 Penalty: 4734.154785
	Iteration 17Q: 3 clusters Score -1581182 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1581344.250000 Penalty: 4734.154785
	Iteration 18Q: 3 clusters Score -1581344 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1581448.000000 Penalty: 4734.154785
	Iteration 19Q: 3 clusters Score -1581448 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1581521.000000 Penalty: 4734.154785
	Iteration 20F: 3 clusters Score -1581521 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1581586.875000 Penalty: 4734.154785
	Iteration 21Q: 3 clusters Score -1581587 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1581643.875000 Penalty: 4734.154785
	Iteration 22Q: 3 clusters Score -1581644 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1581711.500000 Penalty: 4734.154785
	Iteration 23Q: 3 clusters Score -1581712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1581768.875000 Penalty: 4734.154785
	Iteration 24Q: 3 clusters Score -1581769 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1581811.000000 Penalty: 4734.154785
	Iteration 25Q: 3 clusters Score -1581811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1581847.500000 Penalty: 4734.154785
	Iteration 26Q: 3 clusters Score -1581848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1581889.625000 Penalty: 4734.154785
	Iteration 27Q: 3 clusters Score -1581890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1581921.875000 Penalty: 4734.154785
	Iteration 28Q: 3 clusters Score -1581922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1581952.500000 Penalty: 4734.154785
	Iteration 29Q: 3 clusters Score -1581952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1581974.375000 Penalty: 4734.154785
	Iteration 30Q: 3 clusters Score -1581974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1582002.750000 Penalty: 4734.154785
	Iteration 31Q: 3 clusters Score -1582003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1582018.125000 Penalty: 4734.154785
	Iteration 32Q: 3 clusters Score -1582018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1582038.000000 Penalty: 4734.154785
	Iteration 33Q: 3 clusters Score -1582038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1582059.125000 Penalty: 4734.154785
	Iteration 34Q: 3 clusters Score -1582059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1582081.375000 Penalty: 4734.154785
	Iteration 35Q: 3 clusters Score -1582081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1582101.875000 Penalty: 4734.154785
	Iteration 36Q: 3 clusters Score -1582102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1582116.500000 Penalty: 4734.154785
	Iteration 37Q: 3 clusters Score -1582116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1582135.875000 Penalty: 4734.154785
	Iteration 38Q: 3 clusters Score -1582136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1582152.125000 Penalty: 4734.154785
	Iteration 39Q: 3 clusters Score -1582152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1582164.625000 Penalty: 4734.154785
	Iteration 40F: 3 clusters Score -1582165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1582179.000000 Penalty: 4734.154785
	Iteration 41Q: 3 clusters Score -1582179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1582188.375000 Penalty: 4734.154785
	Iteration 42Q: 3 clusters Score -1582188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1582199.000000 Penalty: 4734.154785
	Iteration 43Q: 3 clusters Score -1582199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1582204.375000 Penalty: 4734.154785
	Iteration 44Q: 3 clusters Score -1582204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1582209.375000 Penalty: 4734.154785
	Iteration 45Q: 3 clusters Score -1582209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1582209.000000 Penalty: 4734.154785
	Iteration 46Q: 3 clusters Score -1582209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1582213.625000 Penalty: 4734.154785
	Iteration 47Q: 3 clusters Score -1582214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1582215.750000 Penalty: 4734.154785
	Iteration 48Q: 3 clusters Score -1582216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1582219.625000 Penalty: 4734.154785
	Iteration 49Q: 3 clusters Score -1582220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1582224.750000 Penalty: 4734.154785
	Iteration 50Q: 3 clusters Score -1582225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1582230.250000 Penalty: 4734.154785
	Iteration 51Q: 3 clusters Score -1582230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1582232.875000 Penalty: 4734.154785
	Iteration 52Q: 3 clusters Score -1582233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1582235.875000 Penalty: 4734.154785
	Iteration 53Q: 3 clusters Score -1582236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1582239.375000 Penalty: 4734.154785
	Iteration 54Q: 3 clusters Score -1582239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1582244.875000 Penalty: 4734.154785
	Iteration 55Q: 3 clusters Score -1582245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1582250.625000 Penalty: 4734.154785
	Iteration 56Q: 3 clusters Score -1582251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1582254.000000 Penalty: 4734.154785
	Iteration 57Q: 3 clusters Score -1582254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1582258.750000 Penalty: 4734.154785
	Iteration 58Q: 3 clusters Score -1582259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1582260.250000 Penalty: 4734.154785
	Iteration 59Q: 3 clusters Score -1582260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1582264.625000 Penalty: 4734.154785
	Iteration 60F: 3 clusters Score -1582265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1582268.625000 Penalty: 4734.154785
	Iteration 61Q: 3 clusters Score -1582269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1582267.250000 Penalty: 4734.154785
	Iteration 62Q: 3 clusters Score -1582267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1582276.625000 Penalty: 4734.154785
	Iteration 63Q: 3 clusters Score -1582277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1582282.625000 Penalty: 4734.154785
	Iteration 64Q: 3 clusters Score -1582283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1582286.875000 Penalty: 4734.154785
	Iteration 65Q: 3 clusters Score -1582287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1582289.625000 Penalty: 4734.154785
	Iteration 66Q: 3 clusters Score -1582290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1582291.250000 Penalty: 4734.154785
	Iteration 67Q: 3 clusters Score -1582291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1582295.500000 Penalty: 4734.154785
	Iteration 68Q: 3 clusters Score -1582296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1582295.375000 Penalty: 4734.154785
	Iteration 69Q: 3 clusters Score -1582295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1582301.125000 Penalty: 4734.154785
	Iteration 70Q: 3 clusters Score -1582301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1582301.500000 Penalty: 4734.154785
	Iteration 71Q: 3 clusters Score -1582302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1582303.500000 Penalty: 4734.154785
	Iteration 72Q: 3 clusters Score -1582304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1582303.625000 Penalty: 4734.154785
	Iteration 73Q: 3 clusters Score -1582304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1582302.500000 Penalty: 4734.154785
	Iteration 74Q: 3 clusters Score -1582302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1582308.750000 Penalty: 4734.154785
	Iteration 75Q: 3 clusters Score -1582309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1582312.625000 Penalty: 4734.154785
	Iteration 76Q: 3 clusters Score -1582313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1582314.000000 Penalty: 4734.154785
	Iteration 77Q: 3 clusters Score -1582314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1582316.000000 Penalty: 4734.154785
	Iteration 78Q: 3 clusters Score -1582316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1582312.875000 Penalty: 4734.154785
	Iteration 79Q: 3 clusters Score -1582313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1582317.250000 Penalty: 4734.154785
	Iteration 80F: 3 clusters Score -1582317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1582318.000000 Penalty: 4734.154785
	Iteration 81Q: 3 clusters Score -1582318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1582320.250000 Penalty: 4734.154785
	Iteration 82Q: 3 clusters Score -1582320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1582323.750000 Penalty: 4734.154785
	Iteration 83Q: 3 clusters Score -1582324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1582325.875000 Penalty: 4734.154785
	Iteration 84Q: 3 clusters Score -1582326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1582327.625000 Penalty: 4734.154785
	Iteration 85Q: 3 clusters Score -1582328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1582327.750000 Penalty: 4734.154785
	Iteration 86Q: 3 clusters Score -1582328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1582328.875000 Penalty: 4734.154785
	Iteration 87Q: 3 clusters Score -1582329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1582327.000000 Penalty: 4734.154785
	Iteration 88Q: 3 clusters Score -1582327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1582327.875000 Penalty: 4734.154785
	Iteration 89Q: 3 clusters Score -1582328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1582328.750000 Penalty: 4734.154785
	Iteration 90Q: 3 clusters Score -1582329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1582328.125000 Penalty: 4734.154785
	Iteration 91Q: 3 clusters Score -1582328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1582329.750000 Penalty: 4734.154785
	Iteration 92Q: 3 clusters Score -1582330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1582332.750000 Penalty: 4734.154785
	Iteration 93Q: 3 clusters Score -1582333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1582333.000000 Penalty: 4734.154785
	Iteration 94Q: 3 clusters Score -1582333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1582335.625000 Penalty: 4734.154785
	Iteration 95Q: 3 clusters Score -1582336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1582335.125000 Penalty: 4734.154785
	Iteration 96Q: 3 clusters Score -1582335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1582334.125000 Penalty: 4734.154785
	Iteration 97Q: 3 clusters Score -1582334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1582340.125000 Penalty: 4734.154785
	Iteration 98Q: 3 clusters Score -1582340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1582341.000000 Penalty: 4734.154785
	Iteration 99Q: 3 clusters Score -1582341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1582342.625000 Penalty: 4734.154785
	Iteration 100F: 3 clusters Score -1582343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1582345.750000 Penalty: 4734.154785
	Iteration 101Q: 3 clusters Score -1582346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1582347.875000 Penalty: 4734.154785
	Iteration 102Q: 3 clusters Score -1582348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1582345.375000 Penalty: 4734.154785
	Iteration 103Q: 3 clusters Score -1582345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1582347.000000 Penalty: 4734.154785
	Iteration 104Q: 3 clusters Score -1582347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1582348.750000 Penalty: 4734.154785
	Iteration 105Q: 3 clusters Score -1582349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1582348.875000 Penalty: 4734.154785
	Iteration 106Q: 3 clusters Score -1582349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1582353.250000 Penalty: 4734.154785
	Iteration 107Q: 3 clusters Score -1582353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1582351.250000 Penalty: 4734.154785
	Iteration 108Q: 3 clusters Score -1582351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1582352.250000 Penalty: 4734.154785
	Iteration 109Q: 3 clusters Score -1582352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1582352.875000 Penalty: 4734.154785
	Iteration 110Q: 3 clusters Score -1582353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1582353.125000 Penalty: 4734.154785
	Iteration 111Q: 3 clusters Score -1582353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1582354.375000 Penalty: 4734.154785
	Iteration 112Q: 3 clusters Score -1582354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1582357.250000 Penalty: 4734.154785
	Iteration 113Q: 3 clusters Score -1582357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1582358.375000 Penalty: 4734.154785
	Iteration 114Q: 3 clusters Score -1582358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1582360.375000 Penalty: 4734.154785
	Iteration 115Q: 3 clusters Score -1582360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1582362.750000 Penalty: 4734.154785
	Iteration 116Q: 3 clusters Score -1582363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1582362.750000 Penalty: 4734.154785
	Iteration 117F: 3 clusters Score -1582363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Entering Unmasked Estep 
Score: -4640939.000000 Penalty: 2641.143555
	Iteration 0F: 2 clusters Score -4640939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4612343.000000 Penalty: 5282.287109
	Iteration 0F: 3 clusters Score -4612343 nChanged 19389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4622954.000000 Penalty: 5282.287109
	Iteration 1F: 3 clusters Score -4622954 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4623438.500000 Penalty: 5282.287109
	Iteration 2Q: 3 clusters Score -4623438 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4623889.500000 Penalty: 5282.287109
	Iteration 3Q: 3 clusters Score -4623890 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4624443.500000 Penalty: 5282.287109
	Iteration 4Q: 3 clusters Score -4624444 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4625200.000000 Penalty: 5282.287109
	Iteration 5Q: 3 clusters Score -4625200 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -4626288.500000 Penalty: 5282.287109
	Iteration 6F: 3 clusters Score -4626288 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -4627978.500000 Penalty: 5282.287109
	Iteration 7F: 3 clusters Score -4627978 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4630311.500000 Penalty: 5282.287109
	Iteration 8F: 3 clusters Score -4630312 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4632962.500000 Penalty: 5282.287109
	Iteration 9F: 3 clusters Score -4632962 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4635308.000000 Penalty: 5282.287109
	Iteration 10F: 3 clusters Score -4635308 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4636966.000000 Penalty: 5282.287109
	Iteration 11Q: 3 clusters Score -4636966 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -4637918.000000 Penalty: 5282.287109
	Iteration 12Q: 3 clusters Score -4637918 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4638347.500000 Penalty: 5282.287109
	Iteration 13Q: 3 clusters Score -4638348 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4638522.500000 Penalty: 5282.287109
	Iteration 14Q: 3 clusters Score -4638522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -4638603.000000 Penalty: 5282.287109
	Iteration 15Q: 3 clusters Score -4638603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -4638659.000000 Penalty: 5282.287109
	Iteration 16Q: 3 clusters Score -4638659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -4638671.500000 Penalty: 5282.287109
	Iteration 17Q: 3 clusters Score -4638672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -4638692.500000 Penalty: 5282.287109
	Iteration 18Q: 3 clusters Score -4638692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -4638700.500000 Penalty: 5282.287109
	Iteration 19Q: 3 clusters Score -4638700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -4638707.500000 Penalty: 5282.287109
	Iteration 20F: 3 clusters Score -4638708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4638712.000000 Penalty: 5282.287109
	Iteration 21Q: 3 clusters Score -4638712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4638715.500000 Penalty: 5282.287109
	Iteration 22Q: 3 clusters Score -4638716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -4638721.500000 Penalty: 5282.287109
	Iteration 23Q: 3 clusters Score -4638722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -4638717.000000 Penalty: 5282.287109
	Iteration 24Q: 3 clusters Score -4638717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4638728.000000 Penalty: 5282.287109
	Iteration 25Q: 3 clusters Score -4638728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4638736.000000 Penalty: 5282.287109
	Iteration 26Q: 3 clusters Score -4638736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -4638744.000000 Penalty: 5282.287109
	Iteration 27Q: 3 clusters Score -4638744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4638753.000000 Penalty: 5282.287109
	Iteration 28Q: 3 clusters Score -4638753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4638747.000000 Penalty: 5282.287109
	Iteration 29Q: 3 clusters Score -4638747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4638753.500000 Penalty: 5282.287109
	Iteration 30Q: 3 clusters Score -4638754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -4638754.500000 Penalty: 5282.287109
	Iteration 31Q: 3 clusters Score -4638754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4638752.500000 Penalty: 5282.287109
	Iteration 32Q: 3 clusters Score -4638752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -4638756.000000 Penalty: 5282.287109
	Iteration 33Q: 3 clusters Score -4638756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -4638755.500000 Penalty: 5282.287109
	Iteration 34Q: 3 clusters Score -4638756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -4638755.500000 Penalty: 5282.287109
	Iteration 35F: 3 clusters Score -4638756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -642922.250000 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -642922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -638022.437500 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -638022.4 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -639160.437500 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -639160.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -639407.250000 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -639407.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -639576.437500 Penalty: 4280.562012
	Iteration 3F: 3 clusters Score -639576.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -639711.187500 Penalty: 4280.562012
	Iteration 4Q: 3 clusters Score -639711.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -639840.437500 Penalty: 4280.562012
	Iteration 5Q: 3 clusters Score -639840.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -639949.500000 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -639949.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -640063.187500 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -640063.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -640160.937500 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -640160.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -640255.062500 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -640255.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -640354.687500 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -640354.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -640445.812500 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -640445.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -640528.062500 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -640528.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -640602.562500 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -640602.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -640667.750000 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -640667.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -640729.625000 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -640729.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -640788.875000 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -640788.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -640835.187500 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -640835.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -640873.437500 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -640873.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -640893.875000 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -640893.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -640907.875000 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -640907.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -640919.687500 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -640919.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -640928.937500 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -640928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -640935.750000 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -640935.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -640944.250000 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -640944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -640955.500000 Penalty: 4280.562012
	Iteration 25Q: 3 clusters Score -640955.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -640967.187500 Penalty: 4280.562012
	Iteration 26Q: 3 clusters Score -640967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -640977.312500 Penalty: 4280.562012
	Iteration 27Q: 3 clusters Score -640977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -640985.812500 Penalty: 4280.562012
	Iteration 28Q: 3 clusters Score -640985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -640988.375000 Penalty: 4280.562012
	Iteration 29Q: 3 clusters Score -640988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -640990.062500 Penalty: 4280.562012
	Iteration 30Q: 3 clusters Score -640990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -640994.937500 Penalty: 4280.562012
	Iteration 31Q: 3 clusters Score -640994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -640996.312500 Penalty: 4280.562012
	Iteration 32Q: 3 clusters Score -640996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -641000.312500 Penalty: 4280.562012
	Iteration 33Q: 3 clusters Score -641000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -641001.750000 Penalty: 4280.562012
	Iteration 34Q: 3 clusters Score -641001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -641003.375000 Penalty: 4280.562012
	Iteration 35Q: 3 clusters Score -641003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -641003.625000 Penalty: 4280.562012
	Iteration 36Q: 3 clusters Score -641003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -641007.125000 Penalty: 4280.562012
	Iteration 37Q: 3 clusters Score -641007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -641009.250000 Penalty: 4280.562012
	Iteration 38Q: 3 clusters Score -641009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -641018.125000 Penalty: 4280.562012
	Iteration 39Q: 3 clusters Score -641018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -641020.812500 Penalty: 4280.562012
	Iteration 40F: 3 clusters Score -641020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -641023.687500 Penalty: 4280.562012
	Iteration 41Q: 3 clusters Score -641023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -641023.687500 Penalty: 4280.562012
	Iteration 42F: 3 clusters Score -641023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Entering Unmasked Estep 
Score: -4547981.500000 Penalty: 2629.072754
	Iteration 0F: 2 clusters Score -4547982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4520871.500000 Penalty: 5258.145508
	Iteration 0F: 3 clusters Score -4520872 nChanged 18388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4531094.000000 Penalty: 5258.145508
	Iteration 1F: 3 clusters Score -4531094 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4531677.000000 Penalty: 5258.145508
	Iteration 2Q: 3 clusters Score -4531677 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4532400.000000 Penalty: 5258.145508
	Iteration 3Q: 3 clusters Score -4532400 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4533357.000000 Penalty: 5258.145508
	Iteration 4F: 3 clusters Score -4533357 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4534900.500000 Penalty: 5258.145508
	Iteration 5F: 3 clusters Score -4534900 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -4537167.000000 Penalty: 5258.145508
	Iteration 6F: 3 clusters Score -4537167 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4539631.000000 Penalty: 5258.145508
	Iteration 7F: 3 clusters Score -4539631 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -4541789.500000 Penalty: 5258.145508
	Iteration 8F: 3 clusters Score -4541790 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4543288.000000 Penalty: 5258.145508
	Iteration 9Q: 3 clusters Score -4543288 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4544310.000000 Penalty: 5258.145508
	Iteration 10Q: 3 clusters Score -4544310 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4544867.500000 Penalty: 5258.145508
	Iteration 11Q: 3 clusters Score -4544868 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4545169.500000 Penalty: 5258.145508
	Iteration 12Q: 3 clusters Score -4545170 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4545340.500000 Penalty: 5258.145508
	Iteration 13Q: 3 clusters Score -4545340 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4545439.500000 Penalty: 5258.145508
	Iteration 14Q: 3 clusters Score -4545440 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4545493.500000 Penalty: 5258.145508
	Iteration 15Q: 3 clusters Score -4545494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4545541.500000 Penalty: 5258.145508
	Iteration 16Q: 3 clusters Score -4545542 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4545597.000000 Penalty: 5258.145508
	Iteration 17Q: 3 clusters Score -4545597 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4545637.000000 Penalty: 5258.145508
	Iteration 18Q: 3 clusters Score -4545637 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4545680.500000 Penalty: 5258.145508
	Iteration 19Q: 3 clusters Score -4545680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4545706.000000 Penalty: 5258.145508
	Iteration 20F: 3 clusters Score -4545706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4545733.000000 Penalty: 5258.145508
	Iteration 21Q: 3 clusters Score -4545733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4545752.000000 Penalty: 5258.145508
	Iteration 22Q: 3 clusters Score -4545752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4545765.000000 Penalty: 5258.145508
	Iteration 23Q: 3 clusters Score -4545765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4545783.000000 Penalty: 5258.145508
	Iteration 24Q: 3 clusters Score -4545783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4545782.000000 Penalty: 5258.145508
	Iteration 25Q: 3 clusters Score -4545782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4545787.500000 Penalty: 5258.145508
	Iteration 26Q: 3 clusters Score -4545788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4545805.500000 Penalty: 5258.145508
	Iteration 27Q: 3 clusters Score -4545806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4545805.500000 Penalty: 5258.145508
	Iteration 28Q: 3 clusters Score -4545806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4545821.000000 Penalty: 5258.145508
	Iteration 29Q: 3 clusters Score -4545821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4545826.000000 Penalty: 5258.145508
	Iteration 30Q: 3 clusters Score -4545826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4545834.000000 Penalty: 5258.145508
	Iteration 31Q: 3 clusters Score -4545834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4545835.000000 Penalty: 5258.145508
	Iteration 32Q: 3 clusters Score -4545835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4545835.500000 Penalty: 5258.145508
	Iteration 33Q: 3 clusters Score -4545836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4545827.000000 Penalty: 5258.145508
	Iteration 34Q: 3 clusters Score -4545827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4545833.500000 Penalty: 5258.145508
	Iteration 35Q: 3 clusters Score -4545834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4545835.000000 Penalty: 5258.145508
	Iteration 36Q: 3 clusters Score -4545835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4545837.000000 Penalty: 5258.145508
	Iteration 37Q: 3 clusters Score -4545837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4545830.500000 Penalty: 5258.145508
	Iteration 38Q: 3 clusters Score -4545830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4545827.500000 Penalty: 5258.145508
	Iteration 39Q: 3 clusters Score -4545828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4545828.000000 Penalty: 5258.145508
	Iteration 40F: 3 clusters Score -4545828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4545829.500000 Penalty: 5258.145508
	Iteration 41Q: 3 clusters Score -4545830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4545836.500000 Penalty: 5258.145508
	Iteration 42Q: 3 clusters Score -4545836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4545832.500000 Penalty: 5258.145508
	Iteration 43Q: 3 clusters Score -4545832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4545830.000000 Penalty: 5258.145508
	Iteration 44Q: 3 clusters Score -4545830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4545833.000000 Penalty: 5258.145508
	Iteration 45Q: 3 clusters Score -4545833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4545833.000000 Penalty: 5258.145508
	Iteration 46Q: 3 clusters Score -4545833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4545837.000000 Penalty: 5258.145508
	Iteration 47Q: 3 clusters Score -4545837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4545835.500000 Penalty: 5258.145508
	Iteration 48Q: 3 clusters Score -4545836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4545840.000000 Penalty: 5258.145508
	Iteration 49Q: 3 clusters Score -4545840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4545835.500000 Penalty: 5258.145508
	Iteration 50Q: 3 clusters Score -4545836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -4545839.000000 Penalty: 5258.145508
	Iteration 51Q: 3 clusters Score -4545839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4545843.500000 Penalty: 5258.145508
	Iteration 52Q: 3 clusters Score -4545844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4545841.500000 Penalty: 5258.145508
	Iteration 53Q: 3 clusters Score -4545842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4545844.500000 Penalty: 5258.145508
	Iteration 54Q: 3 clusters Score -4545844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4545848.000000 Penalty: 5258.145508
	Iteration 55Q: 3 clusters Score -4545848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4545852.500000 Penalty: 5258.145508
	Iteration 56Q: 3 clusters Score -4545852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4545862.000000 Penalty: 5258.145508
	Iteration 57Q: 3 clusters Score -4545862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4545867.500000 Penalty: 5258.145508
	Iteration 58Q: 3 clusters Score -4545868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4545862.000000 Penalty: 5258.145508
	Iteration 59Q: 3 clusters Score -4545862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4545868.500000 Penalty: 5258.145508
	Iteration 60F: 3 clusters Score -4545868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4545869.500000 Penalty: 5258.145508
	Iteration 61Q: 3 clusters Score -4545870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4545870.000000 Penalty: 5258.145508
	Iteration 62Q: 3 clusters Score -4545870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4545865.000000 Penalty: 5258.145508
	Iteration 63Q: 3 clusters Score -4545865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4545868.000000 Penalty: 5258.145508
	Iteration 64Q: 3 clusters Score -4545868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4545870.000000 Penalty: 5258.145508
	Iteration 65Q: 3 clusters Score -4545870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4545877.000000 Penalty: 5258.145508
	Iteration 66Q: 3 clusters Score -4545877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4545869.000000 Penalty: 5258.145508
	Iteration 67Q: 3 clusters Score -4545869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4545870.500000 Penalty: 5258.145508
	Iteration 68Q: 3 clusters Score -4545870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4545865.000000 Penalty: 5258.145508
	Iteration 69Q: 3 clusters Score -4545865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4545865.500000 Penalty: 5258.145508
	Iteration 70Q: 3 clusters Score -4545866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4545871.000000 Penalty: 5258.145508
	Iteration 71Q: 3 clusters Score -4545871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4545882.000000 Penalty: 5258.145508
	Iteration 72Q: 3 clusters Score -4545882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4545886.500000 Penalty: 5258.145508
	Iteration 73Q: 3 clusters Score -4545886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4545886.500000 Penalty: 5258.145508
	Iteration 74Q: 3 clusters Score -4545886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4545889.000000 Penalty: 5258.145508
	Iteration 75Q: 3 clusters Score -4545889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4545882.000000 Penalty: 5258.145508
	Iteration 76Q: 3 clusters Score -4545882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4545885.000000 Penalty: 5258.145508
	Iteration 77Q: 3 clusters Score -4545885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4545888.500000 Penalty: 5258.145508
	Iteration 78Q: 3 clusters Score -4545888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4545886.000000 Penalty: 5258.145508
	Iteration 79Q: 3 clusters Score -4545886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4545882.500000 Penalty: 5258.145508
	Iteration 80F: 3 clusters Score -4545882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4545885.500000 Penalty: 5258.145508
	Iteration 81Q: 3 clusters Score -4545886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4545882.500000 Penalty: 5258.145508
	Iteration 82Q: 3 clusters Score -4545882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4545883.500000 Penalty: 5258.145508
	Iteration 83Q: 3 clusters Score -4545884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4545889.500000 Penalty: 5258.145508
	Iteration 84Q: 3 clusters Score -4545890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4545890.000000 Penalty: 5258.145508
	Iteration 85Q: 3 clusters Score -4545890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4545888.000000 Penalty: 5258.145508
	Iteration 86Q: 3 clusters Score -4545888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4545889.000000 Penalty: 5258.145508
	Iteration 87Q: 3 clusters Score -4545889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4545891.500000 Penalty: 5258.145508
	Iteration 88Q: 3 clusters Score -4545892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4545896.000000 Penalty: 5258.145508
	Iteration 89Q: 3 clusters Score -4545896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4545898.000000 Penalty: 5258.145508
	Iteration 90Q: 3 clusters Score -4545898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4545894.000000 Penalty: 5258.145508
	Iteration 91Q: 3 clusters Score -4545894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4545897.500000 Penalty: 5258.145508
	Iteration 92Q: 3 clusters Score -4545898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4545898.500000 Penalty: 5258.145508
	Iteration 93Q: 3 clusters Score -4545898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4545898.500000 Penalty: 5258.145508
	Iteration 94Q: 3 clusters Score -4545898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4545892.500000 Penalty: 5258.145508
	Iteration 95Q: 3 clusters Score -4545892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4545896.000000 Penalty: 5258.145508
	Iteration 96Q: 3 clusters Score -4545896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4545898.000000 Penalty: 5258.145508
	Iteration 97Q: 3 clusters Score -4545898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4545898.000000 Penalty: 5258.145508
	Iteration 98Q: 3 clusters Score -4545898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4545897.000000 Penalty: 5258.145508
	Iteration 99Q: 3 clusters Score -4545897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4545899.500000 Penalty: 5258.145508
	Iteration 100F: 3 clusters Score -4545900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -102881.148438 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -102881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100985.046875 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -100985 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101272.296875 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -101272.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101350.226562 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -101350.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101390.156250 Penalty: 3413.179932
	Iteration 3Q: 3 clusters Score -101390.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101415.726562 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -101415.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101473.171875 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -101473.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -101584.304688 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -101584.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101652.039062 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -101652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101699.328125 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -101699.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101753.093750 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -101753.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101818.281250 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -101818.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101947.296875 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -101947.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102205.140625 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -102205.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102467.203125 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -102467.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102580.250000 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -102580.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -102664.750000 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -102664.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -102739.015625 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -102739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -102815.078125 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -102815.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -102863.562500 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -102863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -102908.078125 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -102908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -102929.812500 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -102929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230663 members 
Mstep: Class 2 contains 19159 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 42183 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40179 members 
Mstep: Class 7 contains 269 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 104040 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241326 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35359 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
Score: -88587384.000000 Penalty: 74174.375000
Splitting cluster 7 changes total score from -88589200.000000 to -88587384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -320594.312500 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -320594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -317363.718750 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -317363.7 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -317986.437500 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -317986.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -318144.812500 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -318144.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -318253.593750 Penalty: 3948.320557
	Iteration 3Q: 3 clusters Score -318253.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -318329.625000 Penalty: 3948.320557
	Iteration 4Q: 3 clusters Score -318329.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -318390.406250 Penalty: 3948.320557
	Iteration 5Q: 3 clusters Score -318390.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -318431.593750 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -318431.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -318466.062500 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -318466.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -318493.406250 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -318493.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -318509.781250 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -318509.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -318523.125000 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -318523.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -318531.468750 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -318531.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -318538.437500 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -318538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -318545.093750 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -318545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -318550.687500 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -318550.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -318554.750000 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -318554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -318556.375000 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -318556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -318557.406250 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -318557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -318557.406250 Penalty: 3948.320557
	Iteration 18F: 3 clusters Score -318557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -90376.320312 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -90376.32 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 418 members 
Entering Unmasked Estep 
Score: -88534.875000 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -88534.88 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88791.367188 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -88791.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88861.117188 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -88861.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88886.226562 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -88886.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88897.578125 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -88897.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88909.570312 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -88909.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88916.804688 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -88916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88921.265625 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -88921.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88926.664062 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -88926.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88928.414062 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -88928.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88932.632812 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -88932.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88937.554688 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -88937.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88939.039062 Penalty: 3361.147461
	Iteration 12Q: 3 clusters Score -88939.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88942.140625 Penalty: 3361.147461
	Iteration 13Q: 3 clusters Score -88942.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88943.812500 Penalty: 3361.147461
	Iteration 14Q: 3 clusters Score -88943.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88945.601562 Penalty: 3361.147461
	Iteration 15Q: 3 clusters Score -88945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88947.710938 Penalty: 3361.147461
	Iteration 16Q: 3 clusters Score -88947.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88947.710938 Penalty: 3361.147461
	Iteration 17F: 3 clusters Score -88947.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -525148.187500 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -525148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -520600.968750 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -520601 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -521695.406250 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -521695.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -521941.343750 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -521941.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -522120.250000 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -522120.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -522260.062500 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -522260.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -522397.468750 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -522397.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -522534.343750 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -522534.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -522643.250000 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -522643.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -522771.062500 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -522771.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -522893.562500 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -522893.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -523014.843750 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -523014.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -523146.343750 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -523146.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -523250.593750 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -523250.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -523342.281250 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -523342.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -523405.187500 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -523405.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -523446.656250 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -523446.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -523475.187500 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -523475.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -523493.250000 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -523493.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -523507.500000 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -523507.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -523516.625000 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -523516.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -523523.093750 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -523523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -523528.343750 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -523528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -523531.906250 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -523531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -523534.656250 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -523534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -523537.843750 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -523537.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -523540.718750 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -523540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -523543.406250 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -523543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -523545.875000 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -523545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -523545.750000 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -523545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -523546.531250 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -523546.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -523546.093750 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -523546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -523547.281250 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -523547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -523546.750000 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -523546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -523546.750000 Penalty: 4223.833008
	Iteration 33F: 3 clusters Score -523546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (104040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Entering Unmasked Estep 
Score: -11704785.000000 Penalty: 2865.027588
	Iteration 0F: 2 clusters Score -1.170478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -11635152.000000 Penalty: 5730.055176
	Iteration 0F: 3 clusters Score -1.163515e+07 nChanged 49148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -11663330.000000 Penalty: 5730.055176
	Iteration 1F: 3 clusters Score -1.166333e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -11664405.000000 Penalty: 5730.055176
	Iteration 2Q: 3 clusters Score -1.16644e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -11666016.000000 Penalty: 5730.055176
	Iteration 3Q: 3 clusters Score -1.166602e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -11668752.000000 Penalty: 5730.055176
	Iteration 4F: 3 clusters Score -1.166875e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -11673004.000000 Penalty: 5730.055176
	Iteration 5F: 3 clusters Score -1.1673e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -11678700.000000 Penalty: 5730.055176
	Iteration 6F: 3 clusters Score -1.16787e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -11685125.000000 Penalty: 5730.055176
	Iteration 7F: 3 clusters Score -1.168512e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -11690347.000000 Penalty: 5730.055176
	Iteration 8F: 3 clusters Score -1.169035e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -11693603.000000 Penalty: 5730.055176
	Iteration 9Q: 3 clusters Score -1.16936e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -11695585.000000 Penalty: 5730.055176
	Iteration 10Q: 3 clusters Score -1.169558e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -11696900.000000 Penalty: 5730.055176
	Iteration 11Q: 3 clusters Score -1.16969e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -11697819.000000 Penalty: 5730.055176
	Iteration 12Q: 3 clusters Score -1.169782e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -11698640.000000 Penalty: 5730.055176
	Iteration 13Q: 3 clusters Score -1.169864e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -11699418.000000 Penalty: 5730.055176
	Iteration 14Q: 3 clusters Score -1.169942e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -11700145.000000 Penalty: 5730.055176
	Iteration 15Q: 3 clusters Score -1.170014e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -11700670.000000 Penalty: 5730.055176
	Iteration 16Q: 3 clusters Score -1.170067e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -11701124.000000 Penalty: 5730.055176
	Iteration 17Q: 3 clusters Score -1.170112e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 95870 members 
Entering Unmasked Estep 
Score: -11701495.000000 Penalty: 5730.055176
	Iteration 18Q: 3 clusters Score -1.17015e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -11701814.000000 Penalty: 5730.055176
	Iteration 19Q: 3 clusters Score -1.170181e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -11702092.000000 Penalty: 5730.055176
	Iteration 20F: 3 clusters Score -1.170209e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -11702302.000000 Penalty: 5730.055176
	Iteration 21Q: 3 clusters Score -1.17023e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -11702497.000000 Penalty: 5730.055176
	Iteration 22Q: 3 clusters Score -1.17025e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -11702733.000000 Penalty: 5730.055176
	Iteration 23Q: 3 clusters Score -1.170273e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -11703040.000000 Penalty: 5730.055176
	Iteration 24Q: 3 clusters Score -1.170304e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -11703321.000000 Penalty: 5730.055176
	Iteration 25Q: 3 clusters Score -1.170332e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -11703632.000000 Penalty: 5730.055176
	Iteration 26Q: 3 clusters Score -1.170363e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -11703826.000000 Penalty: 5730.055176
	Iteration 27Q: 3 clusters Score -1.170383e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -11703972.000000 Penalty: 5730.055176
	Iteration 28Q: 3 clusters Score -1.170397e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -11704040.000000 Penalty: 5730.055176
	Iteration 29Q: 3 clusters Score -1.170404e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 98740 members 
Entering Unmasked Estep 
Score: -11704097.000000 Penalty: 5730.055176
	Iteration 30Q: 3 clusters Score -1.17041e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 98765 members 
Entering Unmasked Estep 
Score: -11704127.000000 Penalty: 5730.055176
	Iteration 31Q: 3 clusters Score -1.170413e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -11704156.000000 Penalty: 5730.055176
	Iteration 32Q: 3 clusters Score -1.170416e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -11704146.000000 Penalty: 5730.055176
	Iteration 33Q: 3 clusters Score -1.170415e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -11704153.000000 Penalty: 5730.055176
	Iteration 34Q: 3 clusters Score -1.170415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -11704147.000000 Penalty: 5730.055176
	Iteration 35Q: 3 clusters Score -1.170415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -11704144.000000 Penalty: 5730.055176
	Iteration 36Q: 3 clusters Score -1.170414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -11704150.000000 Penalty: 5730.055176
	Iteration 37Q: 3 clusters Score -1.170415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -11704165.000000 Penalty: 5730.055176
	Iteration 38Q: 3 clusters Score -1.170416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -11704191.000000 Penalty: 5730.055176
	Iteration 39Q: 3 clusters Score -1.170419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -11704202.000000 Penalty: 5730.055176
	Iteration 40F: 3 clusters Score -1.17042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -11704189.000000 Penalty: 5730.055176
	Iteration 41Q: 3 clusters Score -1.170419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 98829 members 
Entering Unmasked Estep 
Score: -11704187.000000 Penalty: 5730.055176
	Iteration 42Q: 3 clusters Score -1.170419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -11704183.000000 Penalty: 5730.055176
	Iteration 43Q: 3 clusters Score -1.170418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -11704174.000000 Penalty: 5730.055176
	Iteration 44Q: 3 clusters Score -1.170417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -11704185.000000 Penalty: 5730.055176
	Iteration 45Q: 3 clusters Score -1.170418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -11704188.000000 Penalty: 5730.055176
	Iteration 46Q: 3 clusters Score -1.170419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -11704188.000000 Penalty: 5730.055176
	Iteration 47Q: 3 clusters Score -1.170419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 98841 members 
Entering Unmasked Estep 
Score: -11704182.000000 Penalty: 5730.055176
	Iteration 48Q: 3 clusters Score -1.170418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 98839 members 
Entering Unmasked Estep 
Score: -11704187.000000 Penalty: 5730.055176
	Iteration 49Q: 3 clusters Score -1.170419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -11704182.000000 Penalty: 5730.055176
	Iteration 50Q: 3 clusters Score -1.170418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -11704183.000000 Penalty: 5730.055176
	Iteration 51Q: 3 clusters Score -1.170418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 98839 members 
Entering Unmasked Estep 
Score: -11704190.000000 Penalty: 5730.055176
	Iteration 52Q: 3 clusters Score -1.170419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -11704190.000000 Penalty: 5730.055176
	Iteration 53Q: 3 clusters Score -1.170419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -11704185.000000 Penalty: 5730.055176
	Iteration 54Q: 3 clusters Score -1.170418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -11704189.000000 Penalty: 5730.055176
	Iteration 55Q: 3 clusters Score -1.170419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -11704187.000000 Penalty: 5730.055176
	Iteration 56Q: 3 clusters Score -1.170419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -11704195.000000 Penalty: 5730.055176
	Iteration 57Q: 3 clusters Score -1.17042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -11704190.000000 Penalty: 5730.055176
	Iteration 58Q: 3 clusters Score -1.170419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -11704190.000000 Penalty: 5730.055176
	Iteration 59F: 3 clusters Score -1.170419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -380818.187500 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -380818.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -377200.250000 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -377200.2 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -377965.812500 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -377965.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -378144.750000 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -378144.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -378254.218750 Penalty: 4053.253418
	Iteration 3Q: 3 clusters Score -378254.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -378314.156250 Penalty: 4053.253418
	Iteration 4Q: 3 clusters Score -378314.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -378353.531250 Penalty: 4053.253418
	Iteration 5Q: 3 clusters Score -378353.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -378377.000000 Penalty: 4053.253418
	Iteration 6Q: 3 clusters Score -378377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -378398.218750 Penalty: 4053.253418
	Iteration 7Q: 3 clusters Score -378398.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -378413.625000 Penalty: 4053.253418
	Iteration 8Q: 3 clusters Score -378413.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -378426.656250 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -378426.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -378439.312500 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -378439.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -378451.406250 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -378451.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -378461.562500 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -378461.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -378472.125000 Penalty: 4053.253418
	Iteration 13Q: 3 clusters Score -378472.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -378479.250000 Penalty: 4053.253418
	Iteration 14Q: 3 clusters Score -378479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -378483.250000 Penalty: 4053.253418
	Iteration 15Q: 3 clusters Score -378483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -378485.843750 Penalty: 4053.253418
	Iteration 16Q: 3 clusters Score -378485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -378487.812500 Penalty: 4053.253418
	Iteration 17Q: 3 clusters Score -378487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -378489.906250 Penalty: 4053.253418
	Iteration 18Q: 3 clusters Score -378489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -378492.125000 Penalty: 4053.253418
	Iteration 19Q: 3 clusters Score -378492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -378494.437500 Penalty: 4053.253418
	Iteration 20F: 3 clusters Score -378494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -378496.500000 Penalty: 4053.253418
	Iteration 21Q: 3 clusters Score -378496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -378499.687500 Penalty: 4053.253418
	Iteration 22Q: 3 clusters Score -378499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -378501.843750 Penalty: 4053.253418
	Iteration 23Q: 3 clusters Score -378501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -378504.250000 Penalty: 4053.253418
	Iteration 24Q: 3 clusters Score -378504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -378508.312500 Penalty: 4053.253418
	Iteration 25Q: 3 clusters Score -378508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -378511.406250 Penalty: 4053.253418
	Iteration 26Q: 3 clusters Score -378511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -378513.218750 Penalty: 4053.253418
	Iteration 27Q: 3 clusters Score -378513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -378515.093750 Penalty: 4053.253418
	Iteration 28Q: 3 clusters Score -378515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -378516.281250 Penalty: 4053.253418
	Iteration 29Q: 3 clusters Score -378516.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -378517.437500 Penalty: 4053.253418
	Iteration 30Q: 3 clusters Score -378517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -378517.937500 Penalty: 4053.253418
	Iteration 31Q: 3 clusters Score -378517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -378518.562500 Penalty: 4053.253418
	Iteration 32Q: 3 clusters Score -378518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -378519.343750 Penalty: 4053.253418
	Iteration 33Q: 3 clusters Score -378519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -378520.437500 Penalty: 4053.253418
	Iteration 34Q: 3 clusters Score -378520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -378520.437500 Penalty: 4053.253418
	Iteration 35F: 3 clusters Score -378520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -125362.257812 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -125362.3 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 550 members 
Entering Unmasked Estep 
Score: -123297.640625 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -123297.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123605.960938 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -123606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -123718.437500 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -123718.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123788.703125 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -123788.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123822.265625 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -123822.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123868.718750 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -123868.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -123933.929688 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -123933.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -124010.171875 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -124010.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124068.015625 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -124068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -124123.359375 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -124123.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124154.835938 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -124154.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124169.710938 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -124169.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124182.382812 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -124182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124193.015625 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -124193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124207.257812 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -124207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124222.406250 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -124222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124227.718750 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -124227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124233.375000 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -124233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124235.765625 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -124235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124235.765625 Penalty: 3492.540283
	Iteration 19F: 3 clusters Score -124235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241326 members 
Entering Unmasked Estep 
Score: -27210432.000000 Penalty: 3073.688232
	Iteration 0F: 2 clusters Score -2.721043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 120971 members 
Entering Unmasked Estep 
Score: -27057976.000000 Penalty: 6147.376465
	Iteration 0F: 3 clusters Score -2.705798e+07 nChanged 116330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112795 members 
Mstep: Class 2 contains 128531 members 
Entering Unmasked Estep 
Score: -27126078.000000 Penalty: 6147.376465
	Iteration 1F: 3 clusters Score -2.712608e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -27127596.000000 Penalty: 6147.376465
	Iteration 2Q: 3 clusters Score -2.71276e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 140324 members 
Entering Unmasked Estep 
Score: -27130310.000000 Penalty: 6147.376465
	Iteration 3Q: 3 clusters Score -2.713031e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 150867 members 
Entering Unmasked Estep 
Score: -27135646.000000 Penalty: 6147.376465
	Iteration 4Q: 3 clusters Score -2.713565e+07 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 165780 members 
Entering Unmasked Estep 
Score: -27145176.000000 Penalty: 6147.376465
	Iteration 5F: 3 clusters Score -2.714518e+07 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 184982 members 
Entering Unmasked Estep 
Score: -27160362.000000 Penalty: 6147.376465
	Iteration 6F: 3 clusters Score -2.716036e+07 nChanged 20990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 205894 members 
Entering Unmasked Estep 
Score: -27180046.000000 Penalty: 6147.376465
	Iteration 7F: 3 clusters Score -2.718005e+07 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 223719 members 
Entering Unmasked Estep 
Score: -27197276.000000 Penalty: 6147.376465
	Iteration 8F: 3 clusters Score -2.719728e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 234443 members 
Entering Unmasked Estep 
Score: -27204190.000000 Penalty: 6147.376465
	Iteration 9Q: 3 clusters Score -2.720419e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 238731 members 
Entering Unmasked Estep 
Score: -27206670.000000 Penalty: 6147.376465
	Iteration 10Q: 3 clusters Score -2.720667e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 240164 members 
Entering Unmasked Estep 
Score: -27207372.000000 Penalty: 6147.376465
	Iteration 11Q: 3 clusters Score -2.720737e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 240642 members 
Entering Unmasked Estep 
Score: -27207660.000000 Penalty: 6147.376465
	Iteration 12Q: 3 clusters Score -2.720766e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 240806 members 
Entering Unmasked Estep 
Score: -27207796.000000 Penalty: 6147.376465
	Iteration 13Q: 3 clusters Score -2.72078e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 240868 members 
Entering Unmasked Estep 
Score: -27207800.000000 Penalty: 6147.376465
	Iteration 14Q: 3 clusters Score -2.72078e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 240913 members 
Entering Unmasked Estep 
Score: -27207858.000000 Penalty: 6147.376465
	Iteration 15Q: 3 clusters Score -2.720786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 240938 members 
Entering Unmasked Estep 
Score: -27207910.000000 Penalty: 6147.376465
	Iteration 16Q: 3 clusters Score -2.720791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 240946 members 
Entering Unmasked Estep 
Score: -27207916.000000 Penalty: 6147.376465
	Iteration 17Q: 3 clusters Score -2.720792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 240949 members 
Entering Unmasked Estep 
Score: -27207918.000000 Penalty: 6147.376465
	Iteration 18Q: 3 clusters Score -2.720792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 240952 members 
Entering Unmasked Estep 
Score: -27207930.000000 Penalty: 6147.376465
	Iteration 19Q: 3 clusters Score -2.720793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 240955 members 
Entering Unmasked Estep 
Score: -27207944.000000 Penalty: 6147.376465
	Iteration 20F: 3 clusters Score -2.720794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 240962 members 
Entering Unmasked Estep 
Score: -27207952.000000 Penalty: 6147.376465
	Iteration 21Q: 3 clusters Score -2.720795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 240968 members 
Entering Unmasked Estep 
Score: -27207950.000000 Penalty: 6147.376465
	Iteration 22Q: 3 clusters Score -2.720795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 240971 members 
Entering Unmasked Estep 
Score: -27207952.000000 Penalty: 6147.376465
	Iteration 23Q: 3 clusters Score -2.720795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 240975 members 
Entering Unmasked Estep 
Score: -27207938.000000 Penalty: 6147.376465
	Iteration 24Q: 3 clusters Score -2.720794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 240978 members 
Entering Unmasked Estep 
Score: -27207948.000000 Penalty: 6147.376465
	Iteration 25Q: 3 clusters Score -2.720795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 240982 members 
Entering Unmasked Estep 
Score: -27207958.000000 Penalty: 6147.376465
	Iteration 26Q: 3 clusters Score -2.720796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207950.000000 Penalty: 6147.376465
	Iteration 27Q: 3 clusters Score -2.720795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207974.000000 Penalty: 6147.376465
	Iteration 28Q: 3 clusters Score -2.720797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207976.000000 Penalty: 6147.376465
	Iteration 29Q: 3 clusters Score -2.720798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207978.000000 Penalty: 6147.376465
	Iteration 30Q: 3 clusters Score -2.720798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207986.000000 Penalty: 6147.376465
	Iteration 31Q: 3 clusters Score -2.720799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207978.000000 Penalty: 6147.376465
	Iteration 32Q: 3 clusters Score -2.720798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207978.000000 Penalty: 6147.376465
	Iteration 33Q: 3 clusters Score -2.720798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -27207978.000000 Penalty: 6147.376465
	Iteration 34F: 3 clusters Score -2.720798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -78311.156250 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -78311.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76598.484375 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -76598.48 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76762.546875 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -76762.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76809.843750 Penalty: 3258.462646
	Iteration 2Q: 3 clusters Score -76809.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76832.656250 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -76832.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76838.320312 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -76838.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76842.367188 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -76842.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76847.070312 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -76847.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76852.937500 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -76852.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76859.101562 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -76859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76866.406250 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -76866.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76871.914062 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -76871.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76874.445312 Penalty: 3258.462646
	Iteration 11Q: 3 clusters Score -76874.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76874.445312 Penalty: 3258.462646
	Iteration 12F: 3 clusters Score -76874.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Entering Unmasked Estep 
Score: -1062393.750000 Penalty: 2261.374268
	Iteration 0F: 2 clusters Score -1062394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1055237.000000 Penalty: 4522.748535
	Iteration 0F: 3 clusters Score -1055237 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1057197.000000 Penalty: 4522.748535
	Iteration 1F: 3 clusters Score -1057197 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1057460.625000 Penalty: 4522.748535
	Iteration 2F: 3 clusters Score -1057461 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1057638.500000 Penalty: 4522.748535
	Iteration 3Q: 3 clusters Score -1057638 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1057757.500000 Penalty: 4522.748535
	Iteration 4Q: 3 clusters Score -1057758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1057837.125000 Penalty: 4522.748535
	Iteration 5Q: 3 clusters Score -1057837 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1057895.500000 Penalty: 4522.748535
	Iteration 6Q: 3 clusters Score -1057896 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1057947.375000 Penalty: 4522.748535
	Iteration 7Q: 3 clusters Score -1057947 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1057994.875000 Penalty: 4522.748535
	Iteration 8Q: 3 clusters Score -1057995 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1058037.375000 Penalty: 4522.748535
	Iteration 9Q: 3 clusters Score -1058037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1058083.000000 Penalty: 4522.748535
	Iteration 10Q: 3 clusters Score -1058083 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1058122.000000 Penalty: 4522.748535
	Iteration 11Q: 3 clusters Score -1058122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1058154.625000 Penalty: 4522.748535
	Iteration 12Q: 3 clusters Score -1058155 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1058183.125000 Penalty: 4522.748535
	Iteration 13Q: 3 clusters Score -1058183 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1058218.750000 Penalty: 4522.748535
	Iteration 14Q: 3 clusters Score -1058219 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1058248.000000 Penalty: 4522.748535
	Iteration 15Q: 3 clusters Score -1058248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1058272.375000 Penalty: 4522.748535
	Iteration 16Q: 3 clusters Score -1058272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1058301.500000 Penalty: 4522.748535
	Iteration 17Q: 3 clusters Score -1058302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1058325.250000 Penalty: 4522.748535
	Iteration 18Q: 3 clusters Score -1058325 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1058343.125000 Penalty: 4522.748535
	Iteration 19Q: 3 clusters Score -1058343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1058367.250000 Penalty: 4522.748535
	Iteration 20F: 3 clusters Score -1058367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1058391.125000 Penalty: 4522.748535
	Iteration 21Q: 3 clusters Score -1058391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1058416.500000 Penalty: 4522.748535
	Iteration 22Q: 3 clusters Score -1058416 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1058446.500000 Penalty: 4522.748535
	Iteration 23Q: 3 clusters Score -1058446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1058483.250000 Penalty: 4522.748535
	Iteration 24Q: 3 clusters Score -1058483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1058515.875000 Penalty: 4522.748535
	Iteration 25Q: 3 clusters Score -1058516 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1058560.375000 Penalty: 4522.748535
	Iteration 26Q: 3 clusters Score -1058560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1058625.250000 Penalty: 4522.748535
	Iteration 27Q: 3 clusters Score -1058625 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1058701.125000 Penalty: 4522.748535
	Iteration 28Q: 3 clusters Score -1058701 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1058801.000000 Penalty: 4522.748535
	Iteration 29Q: 3 clusters Score -1058801 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1058918.000000 Penalty: 4522.748535
	Iteration 30Q: 3 clusters Score -1058918 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1059065.750000 Penalty: 4522.748535
	Iteration 31Q: 3 clusters Score -1059066 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1059206.750000 Penalty: 4522.748535
	Iteration 32Q: 3 clusters Score -1059207 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1059345.625000 Penalty: 4522.748535
	Iteration 33Q: 3 clusters Score -1059346 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1059466.375000 Penalty: 4522.748535
	Iteration 34Q: 3 clusters Score -1059466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1059575.500000 Penalty: 4522.748535
	Iteration 35Q: 3 clusters Score -1059576 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1059678.750000 Penalty: 4522.748535
	Iteration 36Q: 3 clusters Score -1059679 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1059778.500000 Penalty: 4522.748535
	Iteration 37Q: 3 clusters Score -1059778 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1059879.625000 Penalty: 4522.748535
	Iteration 38Q: 3 clusters Score -1059880 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1059971.375000 Penalty: 4522.748535
	Iteration 39Q: 3 clusters Score -1059971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1060047.625000 Penalty: 4522.748535
	Iteration 40F: 3 clusters Score -1060048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1060103.750000 Penalty: 4522.748535
	Iteration 41Q: 3 clusters Score -1060104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1060152.375000 Penalty: 4522.748535
	Iteration 42Q: 3 clusters Score -1060152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1060196.625000 Penalty: 4522.748535
	Iteration 43Q: 3 clusters Score -1060197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1060246.750000 Penalty: 4522.748535
	Iteration 44Q: 3 clusters Score -1060247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1060285.500000 Penalty: 4522.748535
	Iteration 45Q: 3 clusters Score -1060286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1060314.750000 Penalty: 4522.748535
	Iteration 46Q: 3 clusters Score -1060315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1060340.625000 Penalty: 4522.748535
	Iteration 47Q: 3 clusters Score -1060341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1060365.375000 Penalty: 4522.748535
	Iteration 48Q: 3 clusters Score -1060365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1060383.750000 Penalty: 4522.748535
	Iteration 49Q: 3 clusters Score -1060384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1060400.000000 Penalty: 4522.748535
	Iteration 50Q: 3 clusters Score -1060400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1060406.875000 Penalty: 4522.748535
	Iteration 51Q: 3 clusters Score -1060407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1060416.750000 Penalty: 4522.748535
	Iteration 52Q: 3 clusters Score -1060417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1060426.625000 Penalty: 4522.748535
	Iteration 53Q: 3 clusters Score -1060427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1060431.750000 Penalty: 4522.748535
	Iteration 54Q: 3 clusters Score -1060432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1060437.000000 Penalty: 4522.748535
	Iteration 55Q: 3 clusters Score -1060437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1060441.125000 Penalty: 4522.748535
	Iteration 56Q: 3 clusters Score -1060441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1060441.750000 Penalty: 4522.748535
	Iteration 57Q: 3 clusters Score -1060442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1060441.750000 Penalty: 4522.748535
	Iteration 58F: 3 clusters Score -1060442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24253.244141 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24253.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24321.509766 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24321.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24337.832031 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24337.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24361.054688 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -24361.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24365.201172 Penalty: 2740.624756
	Iteration 4Q: 3 clusters Score -24365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24365.201172 Penalty: 2740.624756
	Iteration 5F: 3 clusters Score -24365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Entering Unmasked Estep 
Score: -3995951.750000 Penalty: 2597.380615
	Iteration 0F: 2 clusters Score -3995952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3971930.500000 Penalty: 5194.761230
	Iteration 0F: 3 clusters Score -3971930 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3980638.250000 Penalty: 5194.761230
	Iteration 1F: 3 clusters Score -3980638 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3981293.750000 Penalty: 5194.761230
	Iteration 2Q: 3 clusters Score -3981294 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3982066.500000 Penalty: 5194.761230
	Iteration 3Q: 3 clusters Score -3982066 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3982985.250000 Penalty: 5194.761230
	Iteration 4Q: 3 clusters Score -3982985 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3983966.000000 Penalty: 5194.761230
	Iteration 5Q: 3 clusters Score -3983966 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3984978.500000 Penalty: 5194.761230
	Iteration 6Q: 3 clusters Score -3984978 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3985991.750000 Penalty: 5194.761230
	Iteration 7Q: 3 clusters Score -3985992 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3986939.500000 Penalty: 5194.761230
	Iteration 8Q: 3 clusters Score -3986940 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3987873.000000 Penalty: 5194.761230
	Iteration 9Q: 3 clusters Score -3987873 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3988777.750000 Penalty: 5194.761230
	Iteration 10Q: 3 clusters Score -3988778 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3989591.750000 Penalty: 5194.761230
	Iteration 11Q: 3 clusters Score -3989592 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3990246.000000 Penalty: 5194.761230
	Iteration 12Q: 3 clusters Score -3990246 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3990814.250000 Penalty: 5194.761230
	Iteration 13Q: 3 clusters Score -3990814 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3991230.000000 Penalty: 5194.761230
	Iteration 14Q: 3 clusters Score -3991230 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3991577.250000 Penalty: 5194.761230
	Iteration 15Q: 3 clusters Score -3991577 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3991885.500000 Penalty: 5194.761230
	Iteration 16Q: 3 clusters Score -3991886 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3992153.000000 Penalty: 5194.761230
	Iteration 17Q: 3 clusters Score -3992153 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3992392.750000 Penalty: 5194.761230
	Iteration 18Q: 3 clusters Score -3992393 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -3992596.250000 Penalty: 5194.761230
	Iteration 19Q: 3 clusters Score -3992596 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3992775.750000 Penalty: 5194.761230
	Iteration 20F: 3 clusters Score -3992776 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -3992925.750000 Penalty: 5194.761230
	Iteration 21Q: 3 clusters Score -3992926 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3993045.750000 Penalty: 5194.761230
	Iteration 22Q: 3 clusters Score -3993046 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3993141.500000 Penalty: 5194.761230
	Iteration 23Q: 3 clusters Score -3993142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -3993233.000000 Penalty: 5194.761230
	Iteration 24Q: 3 clusters Score -3993233 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -3993322.250000 Penalty: 5194.761230
	Iteration 25Q: 3 clusters Score -3993322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -3993377.750000 Penalty: 5194.761230
	Iteration 26Q: 3 clusters Score -3993378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3993430.750000 Penalty: 5194.761230
	Iteration 27Q: 3 clusters Score -3993431 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3993471.500000 Penalty: 5194.761230
	Iteration 28Q: 3 clusters Score -3993472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3993509.000000 Penalty: 5194.761230
	Iteration 29Q: 3 clusters Score -3993509 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3993534.000000 Penalty: 5194.761230
	Iteration 30Q: 3 clusters Score -3993534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -3993555.000000 Penalty: 5194.761230
	Iteration 31Q: 3 clusters Score -3993555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -3993591.000000 Penalty: 5194.761230
	Iteration 32Q: 3 clusters Score -3993591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -3993616.500000 Penalty: 5194.761230
	Iteration 33Q: 3 clusters Score -3993616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -3993646.000000 Penalty: 5194.761230
	Iteration 34Q: 3 clusters Score -3993646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3993657.250000 Penalty: 5194.761230
	Iteration 35Q: 3 clusters Score -3993657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -3993672.750000 Penalty: 5194.761230
	Iteration 36Q: 3 clusters Score -3993673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -3993689.250000 Penalty: 5194.761230
	Iteration 37Q: 3 clusters Score -3993689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3993705.000000 Penalty: 5194.761230
	Iteration 38Q: 3 clusters Score -3993705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -3993712.000000 Penalty: 5194.761230
	Iteration 39Q: 3 clusters Score -3993712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3993722.250000 Penalty: 5194.761230
	Iteration 40F: 3 clusters Score -3993722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -3993732.500000 Penalty: 5194.761230
	Iteration 41Q: 3 clusters Score -3993732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -3993738.750000 Penalty: 5194.761230
	Iteration 42Q: 3 clusters Score -3993739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -3993739.000000 Penalty: 5194.761230
	Iteration 43Q: 3 clusters Score -3993739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3993752.750000 Penalty: 5194.761230
	Iteration 44Q: 3 clusters Score -3993753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3993757.750000 Penalty: 5194.761230
	Iteration 45Q: 3 clusters Score -3993758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -3993756.250000 Penalty: 5194.761230
	Iteration 46Q: 3 clusters Score -3993756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -3993765.750000 Penalty: 5194.761230
	Iteration 47Q: 3 clusters Score -3993766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -3993778.750000 Penalty: 5194.761230
	Iteration 48Q: 3 clusters Score -3993779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -3993785.000000 Penalty: 5194.761230
	Iteration 49Q: 3 clusters Score -3993785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -3993790.000000 Penalty: 5194.761230
	Iteration 50Q: 3 clusters Score -3993790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -3993799.000000 Penalty: 5194.761230
	Iteration 51Q: 3 clusters Score -3993799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3993804.750000 Penalty: 5194.761230
	Iteration 52Q: 3 clusters Score -3993805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3993813.500000 Penalty: 5194.761230
	Iteration 53Q: 3 clusters Score -3993814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3993818.750000 Penalty: 5194.761230
	Iteration 54Q: 3 clusters Score -3993819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3993825.250000 Penalty: 5194.761230
	Iteration 55Q: 3 clusters Score -3993825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3993827.750000 Penalty: 5194.761230
	Iteration 56Q: 3 clusters Score -3993828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -3993833.750000 Penalty: 5194.761230
	Iteration 57Q: 3 clusters Score -3993834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -3993835.750000 Penalty: 5194.761230
	Iteration 58Q: 3 clusters Score -3993836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -3993835.000000 Penalty: 5194.761230
	Iteration 59Q: 3 clusters Score -3993835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -3993838.000000 Penalty: 5194.761230
	Iteration 60F: 3 clusters Score -3993838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -3993842.750000 Penalty: 5194.761230
	Iteration 61Q: 3 clusters Score -3993843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -3993843.750000 Penalty: 5194.761230
	Iteration 62Q: 3 clusters Score -3993844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3993843.250000 Penalty: 5194.761230
	Iteration 63Q: 3 clusters Score -3993843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3993848.250000 Penalty: 5194.761230
	Iteration 64Q: 3 clusters Score -3993848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3993848.750000 Penalty: 5194.761230
	Iteration 65Q: 3 clusters Score -3993849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3993848.750000 Penalty: 5194.761230
	Iteration 66F: 3 clusters Score -3993849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -48835.503906 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -48835.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47377.468750 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -47377.47 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47623.261719 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -47623.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47717.113281 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -47717.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47766.578125 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -47766.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47805.996094 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -47806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47831.050781 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -47831.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47840.710938 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -47840.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47854.937500 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -47854.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47866.203125 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -47866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47888.496094 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -47888.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47941.101562 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -47941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48017.195312 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -48017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48038.562500 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -48038.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48039.703125 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -48039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48039.703125 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -48039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Entering Unmasked Estep 
Score: -4132355.250000 Penalty: 2603.750488
	Iteration 0F: 2 clusters Score -4132355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4107425.500000 Penalty: 5207.500977
	Iteration 0F: 3 clusters Score -4107426 nChanged 16661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -4116712.000000 Penalty: 5207.500977
	Iteration 1F: 3 clusters Score -4116712 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4117122.250000 Penalty: 5207.500977
	Iteration 2Q: 3 clusters Score -4117122 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4117429.500000 Penalty: 5207.500977
	Iteration 3Q: 3 clusters Score -4117430 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4117694.250000 Penalty: 5207.500977
	Iteration 4Q: 3 clusters Score -4117694 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4117947.500000 Penalty: 5207.500977
	Iteration 5Q: 3 clusters Score -4117948 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -4118193.500000 Penalty: 5207.500977
	Iteration 6Q: 3 clusters Score -4118194 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4118487.000000 Penalty: 5207.500977
	Iteration 7Q: 3 clusters Score -4118487 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4118819.500000 Penalty: 5207.500977
	Iteration 8Q: 3 clusters Score -4118820 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4119229.000000 Penalty: 5207.500977
	Iteration 9Q: 3 clusters Score -4119229 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4119785.250000 Penalty: 5207.500977
	Iteration 10Q: 3 clusters Score -4119785 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4120539.000000 Penalty: 5207.500977
	Iteration 11Q: 3 clusters Score -4120539 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4121539.750000 Penalty: 5207.500977
	Iteration 12Q: 3 clusters Score -4121540 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4122945.500000 Penalty: 5207.500977
	Iteration 13F: 3 clusters Score -4122946 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4124509.250000 Penalty: 5207.500977
	Iteration 14F: 3 clusters Score -4124509 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4125960.250000 Penalty: 5207.500977
	Iteration 15Q: 3 clusters Score -4125960 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4127025.750000 Penalty: 5207.500977
	Iteration 16Q: 3 clusters Score -4127026 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -4127799.500000 Penalty: 5207.500977
	Iteration 17Q: 3 clusters Score -4127800 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4128322.750000 Penalty: 5207.500977
	Iteration 18Q: 3 clusters Score -4128323 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4128734.250000 Penalty: 5207.500977
	Iteration 19Q: 3 clusters Score -4128734 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4129030.250000 Penalty: 5207.500977
	Iteration 20F: 3 clusters Score -4129030 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4129249.000000 Penalty: 5207.500977
	Iteration 21Q: 3 clusters Score -4129249 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4129407.250000 Penalty: 5207.500977
	Iteration 22Q: 3 clusters Score -4129407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4129556.500000 Penalty: 5207.500977
	Iteration 23Q: 3 clusters Score -4129556 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4129665.750000 Penalty: 5207.500977
	Iteration 24Q: 3 clusters Score -4129666 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4129710.000000 Penalty: 5207.500977
	Iteration 25Q: 3 clusters Score -4129710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4129786.500000 Penalty: 5207.500977
	Iteration 26Q: 3 clusters Score -4129786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4129855.750000 Penalty: 5207.500977
	Iteration 27Q: 3 clusters Score -4129856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4129911.000000 Penalty: 5207.500977
	Iteration 28Q: 3 clusters Score -4129911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4129937.500000 Penalty: 5207.500977
	Iteration 29Q: 3 clusters Score -4129938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4129960.250000 Penalty: 5207.500977
	Iteration 30Q: 3 clusters Score -4129960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4129985.500000 Penalty: 5207.500977
	Iteration 31Q: 3 clusters Score -4129986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4129999.250000 Penalty: 5207.500977
	Iteration 32Q: 3 clusters Score -4129999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4130007.250000 Penalty: 5207.500977
	Iteration 33Q: 3 clusters Score -4130007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4130017.000000 Penalty: 5207.500977
	Iteration 34Q: 3 clusters Score -4130017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4130014.250000 Penalty: 5207.500977
	Iteration 35Q: 3 clusters Score -4130014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4130026.500000 Penalty: 5207.500977
	Iteration 36Q: 3 clusters Score -4130026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4130033.250000 Penalty: 5207.500977
	Iteration 37Q: 3 clusters Score -4130033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4130043.250000 Penalty: 5207.500977
	Iteration 38Q: 3 clusters Score -4130043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4130052.250000 Penalty: 5207.500977
	Iteration 39Q: 3 clusters Score -4130052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4130064.000000 Penalty: 5207.500977
	Iteration 40F: 3 clusters Score -4130064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4130068.750000 Penalty: 5207.500977
	Iteration 41Q: 3 clusters Score -4130069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4130078.750000 Penalty: 5207.500977
	Iteration 42Q: 3 clusters Score -4130079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4130077.750000 Penalty: 5207.500977
	Iteration 43Q: 3 clusters Score -4130078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4130081.000000 Penalty: 5207.500977
	Iteration 44Q: 3 clusters Score -4130081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4130085.500000 Penalty: 5207.500977
	Iteration 45Q: 3 clusters Score -4130086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4130087.000000 Penalty: 5207.500977
	Iteration 46Q: 3 clusters Score -4130087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4130094.250000 Penalty: 5207.500977
	Iteration 47Q: 3 clusters Score -4130094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4130095.000000 Penalty: 5207.500977
	Iteration 48Q: 3 clusters Score -4130095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4130098.500000 Penalty: 5207.500977
	Iteration 49Q: 3 clusters Score -4130098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4130095.500000 Penalty: 5207.500977
	Iteration 50Q: 3 clusters Score -4130096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4130097.750000 Penalty: 5207.500977
	Iteration 51Q: 3 clusters Score -4130098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4130100.000000 Penalty: 5207.500977
	Iteration 52Q: 3 clusters Score -4130100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4130100.000000 Penalty: 5207.500977
	Iteration 53F: 3 clusters Score -4130100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -952469.000000 Penalty: 2239.592773
	Iteration 0F: 2 clusters Score -952469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -945895.750000 Penalty: 4479.185547
	Iteration 0F: 3 clusters Score -945895.8 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -947690.500000 Penalty: 4479.185547
	Iteration 1F: 3 clusters Score -947690.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -947960.375000 Penalty: 4479.185547
	Iteration 2F: 3 clusters Score -947960.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -948162.062500 Penalty: 4479.185547
	Iteration 3F: 3 clusters Score -948162.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -948303.625000 Penalty: 4479.185547
	Iteration 4Q: 3 clusters Score -948303.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -948418.437500 Penalty: 4479.185547
	Iteration 5Q: 3 clusters Score -948418.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -948549.562500 Penalty: 4479.185547
	Iteration 6Q: 3 clusters Score -948549.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -948688.562500 Penalty: 4479.185547
	Iteration 7Q: 3 clusters Score -948688.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -948843.437500 Penalty: 4479.185547
	Iteration 8Q: 3 clusters Score -948843.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -949012.062500 Penalty: 4479.185547
	Iteration 9Q: 3 clusters Score -949012.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -949210.625000 Penalty: 4479.185547
	Iteration 10Q: 3 clusters Score -949210.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -949419.437500 Penalty: 4479.185547
	Iteration 11Q: 3 clusters Score -949419.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -949641.250000 Penalty: 4479.185547
	Iteration 12Q: 3 clusters Score -949641.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -949876.437500 Penalty: 4479.185547
	Iteration 13Q: 3 clusters Score -949876.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -950097.687500 Penalty: 4479.185547
	Iteration 14Q: 3 clusters Score -950097.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -950290.750000 Penalty: 4479.185547
	Iteration 15Q: 3 clusters Score -950290.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -950414.250000 Penalty: 4479.185547
	Iteration 16Q: 3 clusters Score -950414.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -950485.437500 Penalty: 4479.185547
	Iteration 17Q: 3 clusters Score -950485.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -950523.187500 Penalty: 4479.185547
	Iteration 18Q: 3 clusters Score -950523.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -950540.375000 Penalty: 4479.185547
	Iteration 19Q: 3 clusters Score -950540.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -950554.125000 Penalty: 4479.185547
	Iteration 20F: 3 clusters Score -950554.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -950567.125000 Penalty: 4479.185547
	Iteration 21Q: 3 clusters Score -950567.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -950578.750000 Penalty: 4479.185547
	Iteration 22Q: 3 clusters Score -950578.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -950590.625000 Penalty: 4479.185547
	Iteration 23Q: 3 clusters Score -950590.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -950599.437500 Penalty: 4479.185547
	Iteration 24Q: 3 clusters Score -950599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -950604.187500 Penalty: 4479.185547
	Iteration 25Q: 3 clusters Score -950604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -950608.250000 Penalty: 4479.185547
	Iteration 26Q: 3 clusters Score -950608.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -950611.375000 Penalty: 4479.185547
	Iteration 27Q: 3 clusters Score -950611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -950613.000000 Penalty: 4479.185547
	Iteration 28Q: 3 clusters Score -950613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -950618.500000 Penalty: 4479.185547
	Iteration 29Q: 3 clusters Score -950618.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -950621.062500 Penalty: 4479.185547
	Iteration 30Q: 3 clusters Score -950621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -950623.625000 Penalty: 4479.185547
	Iteration 31Q: 3 clusters Score -950623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -950625.937500 Penalty: 4479.185547
	Iteration 32Q: 3 clusters Score -950625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -950625.437500 Penalty: 4479.185547
	Iteration 33Q: 3 clusters Score -950625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -950628.875000 Penalty: 4479.185547
	Iteration 34Q: 3 clusters Score -950628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -950625.875000 Penalty: 4479.185547
	Iteration 35Q: 3 clusters Score -950625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -950626.312500 Penalty: 4479.185547
	Iteration 36Q: 3 clusters Score -950626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -950626.312500 Penalty: 4479.185547
	Iteration 37F: 3 clusters Score -950626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230663 members 
Mstep: Class 2 contains 19159 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 42183 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40179 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 104040 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241326 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35359 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589064.000000 Penalty: 70802.812500
Iteration 279Q: 22 clusters Score -8.858906e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230678 members 
Mstep: Class 2 contains 19158 members 
Mstep: Class 3 contains 13974 members 
Mstep: Class 4 contains 42183 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40184 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 104038 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241308 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35351 members 
Mstep: Class 21 contains 514 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589208.000000 Penalty: 70802.812500
Iteration 280F: 22 clusters Score -8.858921e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230681 members 
Mstep: Class 2 contains 19158 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 42181 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40181 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 104034 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241295 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35347 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589208.000000 Penalty: 70802.812500
Iteration 281Q: 22 clusters Score -8.858921e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230673 members 
Mstep: Class 2 contains 19158 members 
Mstep: Class 3 contains 13986 members 
Mstep: Class 4 contains 42181 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40185 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 104028 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241278 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9121 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35337 members 
Mstep: Class 21 contains 500 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 8352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589256.000000 Penalty: 70802.812500
Iteration 282Q: 22 clusters Score -8.858926e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230665 members 
Mstep: Class 2 contains 19153 members 
Mstep: Class 3 contains 13990 members 
Mstep: Class 4 contains 42181 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40185 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 104031 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 241266 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 17 contains 9121 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35317 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589296.000000 Penalty: 70802.812500
Iteration 283Q: 22 clusters Score -8.85893e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230654 members 
Mstep: Class 2 contains 19151 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 42177 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40190 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5179 members 
Mstep: Class 11 contains 104009 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1141 members 
Mstep: Class 14 contains 241255 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 9122 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35310 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589328.000000 Penalty: 70802.812500
Iteration 284Q: 22 clusters Score -8.858933e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230648 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 42177 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 40205 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 103977 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 241246 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35305 members 
Mstep: Class 21 contains 463 members 
Mstep: Class 22 contains 36271 members 
Mstep: Class 23 contains 8349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589424.000000 Penalty: 70802.812500
Iteration 285Q: 22 clusters Score -8.858942e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230623 members 
Mstep: Class 2 contains 19148 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 42175 members 
Mstep: Class 5 contains 5597 members 
Mstep: Class 6 contains 40224 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 103956 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 241235 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35303 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 36270 members 
Mstep: Class 23 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589520.000000 Penalty: 70802.812500
Iteration 286Q: 22 clusters Score -8.858952e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230618 members 
Mstep: Class 2 contains 19148 members 
Mstep: Class 3 contains 14021 members 
Mstep: Class 4 contains 42168 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 40235 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 103929 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 241216 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35298 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589584.000000 Penalty: 70802.812500
Iteration 287Q: 22 clusters Score -8.858958e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230592 members 
Mstep: Class 2 contains 19143 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 42152 members 
Mstep: Class 5 contains 5608 members 
Mstep: Class 6 contains 40267 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 103924 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 241212 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35296 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 36272 members 
Mstep: Class 23 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589840.000000 Penalty: 70802.812500
Iteration 288Q: 22 clusters Score -8.858984e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230574 members 
Mstep: Class 2 contains 19146 members 
Mstep: Class 3 contains 14038 members 
Mstep: Class 4 contains 42145 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 40290 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 103917 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 241190 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35294 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 8351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589928.000000 Penalty: 70802.812500
Iteration 289Q: 22 clusters Score -8.858993e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230554 members 
Mstep: Class 2 contains 19143 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 42142 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 40312 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 5364 members 
Mstep: Class 11 contains 103914 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 241175 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35296 members 
Mstep: Class 21 contains 426 members 
Mstep: Class 22 contains 36271 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590000.000000 Penalty: 70802.812500
Iteration 290Q: 22 clusters Score -8.859e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230535 members 
Mstep: Class 2 contains 19145 members 
Mstep: Class 3 contains 14061 members 
Mstep: Class 4 contains 42135 members 
Mstep: Class 5 contains 5621 members 
Mstep: Class 6 contains 40319 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 103905 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 241172 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35292 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 36267 members 
Mstep: Class 23 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590080.000000 Penalty: 70802.812500
Iteration 291Q: 22 clusters Score -8.859008e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230514 members 
Mstep: Class 2 contains 19146 members 
Mstep: Class 3 contains 14065 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 40341 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 103893 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 241153 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35294 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590216.000000 Penalty: 70802.812500
Iteration 292Q: 22 clusters Score -8.859022e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230490 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 14071 members 
Mstep: Class 4 contains 42129 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 40357 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 103881 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 241154 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35296 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590272.000000 Penalty: 70802.812500
Iteration 293Q: 22 clusters Score -8.859027e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230464 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 14075 members 
Mstep: Class 4 contains 42121 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 40379 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5454 members 
Mstep: Class 11 contains 103876 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241147 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35300 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590272.000000 Penalty: 70802.812500
Iteration 294Q: 22 clusters Score -8.859027e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230435 members 
Mstep: Class 2 contains 19150 members 
Mstep: Class 3 contains 14080 members 
Mstep: Class 4 contains 42115 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 40393 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 103878 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 241150 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35303 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590448.000000 Penalty: 70802.812500
Iteration 295Q: 22 clusters Score -8.859045e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230431 members 
Mstep: Class 2 contains 19150 members 
Mstep: Class 3 contains 14086 members 
Mstep: Class 4 contains 42108 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 40410 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5474 members 
Mstep: Class 11 contains 103875 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 241143 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35303 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 36271 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590416.000000 Penalty: 70802.812500
Iteration 296Q: 22 clusters Score -8.859042e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230411 members 
Mstep: Class 2 contains 19147 members 
Mstep: Class 3 contains 14096 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 11 contains 103869 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 241149 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35298 members 
Mstep: Class 21 contains 396 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 8355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590440.000000 Penalty: 70802.812500
Iteration 297Q: 22 clusters Score -8.859044e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230401 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 14097 members 
Mstep: Class 4 contains 42101 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 40428 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 103877 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 241155 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35297 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590536.000000 Penalty: 70802.812500
Iteration 298Q: 22 clusters Score -8.859054e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230376 members 
Mstep: Class 2 contains 19135 members 
Mstep: Class 3 contains 14101 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 40434 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 11 contains 103881 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 241172 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35292 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590608.000000 Penalty: 70802.812500
Iteration 299Q: 22 clusters Score -8.859061e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230359 members 
Mstep: Class 2 contains 19135 members 
Mstep: Class 3 contains 14106 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 40440 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 103875 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 241183 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35292 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590728.000000 Penalty: 70802.812500
Iteration 300F: 22 clusters Score -8.859073e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230343 members 
Mstep: Class 2 contains 19136 members 
Mstep: Class 3 contains 14108 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 40436 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 103868 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 241194 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35287 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 22 clusters Score -8.859074e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230333 members 
Mstep: Class 2 contains 19137 members 
Mstep: Class 3 contains 14107 members 
Mstep: Class 4 contains 42083 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 40438 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 103850 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241201 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35285 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 36270 members 
Mstep: Class 23 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 22 clusters Score -8.859072e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230303 members 
Mstep: Class 2 contains 19136 members 
Mstep: Class 3 contains 14114 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5645 members 
Mstep: Class 6 contains 40444 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5568 members 
Mstep: Class 11 contains 103844 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241200 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35282 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 36270 members 
Mstep: Class 23 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 22 clusters Score -8.859078e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230298 members 
Mstep: Class 2 contains 19135 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 5642 members 
Mstep: Class 6 contains 40447 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5572 members 
Mstep: Class 11 contains 103840 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241201 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35280 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 22 clusters Score -8.859086e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230288 members 
Mstep: Class 2 contains 19136 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 40450 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 103841 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241201 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35277 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 36271 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 305Q: 22 clusters Score -8.859088e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230286 members 
Mstep: Class 2 contains 19134 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 40457 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 103834 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241200 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35277 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36271 members 
Mstep: Class 23 contains 8358 members 
Entering Unmasked Estep 
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Iteration 306Q: 22 clusters Score -8.859089e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230291 members 
Mstep: Class 2 contains 19132 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 42077 members 
Mstep: Class 5 contains 5651 members 
Mstep: Class 6 contains 40460 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5586 members 
Mstep: Class 11 contains 103823 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241198 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35274 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 70802.812500
Iteration 307Q: 22 clusters Score -8.859091e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230306 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40462 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 11 contains 103813 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241194 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35272 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590960.000000 Penalty: 70802.812500
Iteration 308Q: 22 clusters Score -8.859096e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230317 members 
Mstep: Class 2 contains 19128 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40460 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5586 members 
Mstep: Class 11 contains 103812 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241186 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35272 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590960.000000 Penalty: 70802.812500
Iteration 309Q: 22 clusters Score -8.859096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230315 members 
Mstep: Class 2 contains 19128 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40461 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 103807 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241183 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35274 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590928.000000 Penalty: 70802.812500
Iteration 310Q: 22 clusters Score -8.859093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230314 members 
Mstep: Class 2 contains 19128 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40461 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 103806 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241178 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35276 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590976.000000 Penalty: 70802.812500
Iteration 311Q: 22 clusters Score -8.859098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230321 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40463 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5591 members 
Mstep: Class 11 contains 103804 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241173 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35275 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590944.000000 Penalty: 70802.812500
Iteration 312Q: 22 clusters Score -8.859094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230329 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40465 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 103802 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241169 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35275 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590944.000000 Penalty: 70802.812500
Iteration 313Q: 22 clusters Score -8.859094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230329 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40467 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5591 members 
Mstep: Class 11 contains 103802 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241165 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35276 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 70802.812500
Iteration 314Q: 22 clusters Score -8.859091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230330 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40469 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 103798 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241163 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35276 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 70802.812500
Iteration 315Q: 22 clusters Score -8.859091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230329 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40468 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5595 members 
Mstep: Class 11 contains 103794 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241168 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35275 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590888.000000 Penalty: 70802.812500
Iteration 316Q: 22 clusters Score -8.859089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230330 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40470 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 103792 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241167 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35273 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590880.000000 Penalty: 70802.812500
Iteration 317Q: 22 clusters Score -8.859088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230331 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40470 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 11 contains 103790 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241166 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35271 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 70802.812500
Iteration 318Q: 22 clusters Score -8.859086e+07 nChanged 26
Entering ConstructFrom: 
Score: -88590856.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (230323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230323 members 
Entering Unmasked Estep 
Score: -25827226.000000 Penalty: 3062.114990
	Iteration 0F: 2 clusters Score -2.582723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 115302 members 
Entering Unmasked Estep 
Score: -25678064.000000 Penalty: 6124.229980
	Iteration 0F: 3 clusters Score -2.567806e+07 nChanged 111092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -25742894.000000 Penalty: 6124.229980
	Iteration 1F: 3 clusters Score -2.574289e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -25744464.000000 Penalty: 6124.229980
	Iteration 2Q: 3 clusters Score -2.574446e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -25746386.000000 Penalty: 6124.229980
	Iteration 3Q: 3 clusters Score -2.574639e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 134230 members 
Entering Unmasked Estep 
Score: -25749582.000000 Penalty: 6124.229980
	Iteration 4Q: 3 clusters Score -2.574958e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 144187 members 
Entering Unmasked Estep 
Score: -25755058.000000 Penalty: 6124.229980
	Iteration 5F: 3 clusters Score -2.575506e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 158242 members 
Entering Unmasked Estep 
Score: -25764126.000000 Penalty: 6124.229980
	Iteration 6F: 3 clusters Score -2.576413e+07 nChanged 18326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -25777846.000000 Penalty: 6124.229980
	Iteration 7F: 3 clusters Score -2.577785e+07 nChanged 20069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 196143 members 
Entering Unmasked Estep 
Score: -25795768.000000 Penalty: 6124.229980
	Iteration 8F: 3 clusters Score -2.579577e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 213330 members 
Entering Unmasked Estep 
Score: -25812384.000000 Penalty: 6124.229980
	Iteration 9F: 3 clusters Score -2.581238e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 223683 members 
Entering Unmasked Estep 
Score: -25821268.000000 Penalty: 6124.229980
	Iteration 10Q: 3 clusters Score -2.582127e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 228062 members 
Entering Unmasked Estep 
Score: -25823556.000000 Penalty: 6124.229980
	Iteration 11Q: 3 clusters Score -2.582356e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 229515 members 
Entering Unmasked Estep 
Score: -25824132.000000 Penalty: 6124.229980
	Iteration 12Q: 3 clusters Score -2.582413e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229916 members 
Entering Unmasked Estep 
Score: -25824296.000000 Penalty: 6124.229980
	Iteration 13Q: 3 clusters Score -2.58243e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 230010 members 
Entering Unmasked Estep 
Score: -25824394.000000 Penalty: 6124.229980
	Iteration 14Q: 3 clusters Score -2.582439e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230053 members 
Entering Unmasked Estep 
Score: -25824434.000000 Penalty: 6124.229980
	Iteration 15Q: 3 clusters Score -2.582443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230070 members 
Entering Unmasked Estep 
Score: -25824480.000000 Penalty: 6124.229980
	Iteration 16Q: 3 clusters Score -2.582448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 230075 members 
Entering Unmasked Estep 
Score: -25824492.000000 Penalty: 6124.229980
	Iteration 17Q: 3 clusters Score -2.582449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230080 members 
Entering Unmasked Estep 
Score: -25824496.000000 Penalty: 6124.229980
	Iteration 18Q: 3 clusters Score -2.58245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 230084 members 
Entering Unmasked Estep 
Score: -25824482.000000 Penalty: 6124.229980
	Iteration 19Q: 3 clusters Score -2.582448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 230087 members 
Entering Unmasked Estep 
Score: -25824476.000000 Penalty: 6124.229980
	Iteration 20F: 3 clusters Score -2.582448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230088 members 
Entering Unmasked Estep 
Score: -25824470.000000 Penalty: 6124.229980
	Iteration 21Q: 3 clusters Score -2.582447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230088 members 
Entering Unmasked Estep 
Score: -25824470.000000 Penalty: 6124.229980
	Iteration 22F: 3 clusters Score -2.582447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Entering Unmasked Estep 
Score: -2174092.500000 Penalty: 2445.022461
	Iteration 0F: 2 clusters Score -2174092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2160505.250000 Penalty: 4890.044922
	Iteration 0F: 3 clusters Score -2160505 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2165112.500000 Penalty: 4890.044922
	Iteration 1F: 3 clusters Score -2165112 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2165533.000000 Penalty: 4890.044922
	Iteration 2F: 3 clusters Score -2165533 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2165972.500000 Penalty: 4890.044922
	Iteration 3Q: 3 clusters Score -2165972 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2166436.500000 Penalty: 4890.044922
	Iteration 4Q: 3 clusters Score -2166436 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2166843.500000 Penalty: 4890.044922
	Iteration 5Q: 3 clusters Score -2166844 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2167303.750000 Penalty: 4890.044922
	Iteration 6Q: 3 clusters Score -2167304 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2167804.250000 Penalty: 4890.044922
	Iteration 7Q: 3 clusters Score -2167804 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2168337.250000 Penalty: 4890.044922
	Iteration 8F: 3 clusters Score -2168337 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2168915.500000 Penalty: 4890.044922
	Iteration 9F: 3 clusters Score -2168916 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2169504.750000 Penalty: 4890.044922
	Iteration 10F: 3 clusters Score -2169505 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2170044.000000 Penalty: 4890.044922
	Iteration 11F: 3 clusters Score -2170044 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2170469.000000 Penalty: 4890.044922
	Iteration 12Q: 3 clusters Score -2170469 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2170800.750000 Penalty: 4890.044922
	Iteration 13Q: 3 clusters Score -2170801 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2171063.250000 Penalty: 4890.044922
	Iteration 14Q: 3 clusters Score -2171063 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2171257.750000 Penalty: 4890.044922
	Iteration 15Q: 3 clusters Score -2171258 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2171416.500000 Penalty: 4890.044922
	Iteration 16Q: 3 clusters Score -2171416 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2171575.250000 Penalty: 4890.044922
	Iteration 17Q: 3 clusters Score -2171575 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2171704.000000 Penalty: 4890.044922
	Iteration 18Q: 3 clusters Score -2171704 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2171825.250000 Penalty: 4890.044922
	Iteration 19Q: 3 clusters Score -2171825 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2171942.750000 Penalty: 4890.044922
	Iteration 20F: 3 clusters Score -2171943 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2172032.500000 Penalty: 4890.044922
	Iteration 21Q: 3 clusters Score -2172032 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2172122.000000 Penalty: 4890.044922
	Iteration 22Q: 3 clusters Score -2172122 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2172211.250000 Penalty: 4890.044922
	Iteration 23Q: 3 clusters Score -2172211 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2172294.500000 Penalty: 4890.044922
	Iteration 24Q: 3 clusters Score -2172294 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2172383.750000 Penalty: 4890.044922
	Iteration 25Q: 3 clusters Score -2172384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2172473.250000 Penalty: 4890.044922
	Iteration 26Q: 3 clusters Score -2172473 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2172566.750000 Penalty: 4890.044922
	Iteration 27Q: 3 clusters Score -2172567 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2172657.750000 Penalty: 4890.044922
	Iteration 28Q: 3 clusters Score -2172658 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2172731.000000 Penalty: 4890.044922
	Iteration 29Q: 3 clusters Score -2172731 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2172791.000000 Penalty: 4890.044922
	Iteration 30Q: 3 clusters Score -2172791 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2172840.250000 Penalty: 4890.044922
	Iteration 31Q: 3 clusters Score -2172840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2172882.500000 Penalty: 4890.044922
	Iteration 32Q: 3 clusters Score -2172882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2172924.500000 Penalty: 4890.044922
	Iteration 33Q: 3 clusters Score -2172924 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2172960.500000 Penalty: 4890.044922
	Iteration 34Q: 3 clusters Score -2172960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2172998.750000 Penalty: 4890.044922
	Iteration 35Q: 3 clusters Score -2172999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2173031.250000 Penalty: 4890.044922
	Iteration 36Q: 3 clusters Score -2173031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2173070.000000 Penalty: 4890.044922
	Iteration 37Q: 3 clusters Score -2173070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2173109.750000 Penalty: 4890.044922
	Iteration 38Q: 3 clusters Score -2173110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2173130.500000 Penalty: 4890.044922
	Iteration 39Q: 3 clusters Score -2173130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2173147.750000 Penalty: 4890.044922
	Iteration 40F: 3 clusters Score -2173148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2173168.000000 Penalty: 4890.044922
	Iteration 41Q: 3 clusters Score -2173168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2173186.500000 Penalty: 4890.044922
	Iteration 42Q: 3 clusters Score -2173186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2173200.500000 Penalty: 4890.044922
	Iteration 43Q: 3 clusters Score -2173200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2173226.750000 Penalty: 4890.044922
	Iteration 44Q: 3 clusters Score -2173227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2173245.750000 Penalty: 4890.044922
	Iteration 45Q: 3 clusters Score -2173246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2173263.000000 Penalty: 4890.044922
	Iteration 46Q: 3 clusters Score -2173263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2173282.250000 Penalty: 4890.044922
	Iteration 47Q: 3 clusters Score -2173282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2173292.000000 Penalty: 4890.044922
	Iteration 48Q: 3 clusters Score -2173292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2173300.750000 Penalty: 4890.044922
	Iteration 49Q: 3 clusters Score -2173301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2173302.000000 Penalty: 4890.044922
	Iteration 50Q: 3 clusters Score -2173302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2173308.500000 Penalty: 4890.044922
	Iteration 51Q: 3 clusters Score -2173308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2173309.750000 Penalty: 4890.044922
	Iteration 52Q: 3 clusters Score -2173310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2173312.250000 Penalty: 4890.044922
	Iteration 53Q: 3 clusters Score -2173312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2173315.750000 Penalty: 4890.044922
	Iteration 54Q: 3 clusters Score -2173316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2173315.250000 Penalty: 4890.044922
	Iteration 55Q: 3 clusters Score -2173315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2173322.250000 Penalty: 4890.044922
	Iteration 56Q: 3 clusters Score -2173322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2173321.250000 Penalty: 4890.044922
	Iteration 57Q: 3 clusters Score -2173321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2173322.250000 Penalty: 4890.044922
	Iteration 58Q: 3 clusters Score -2173322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2173320.500000 Penalty: 4890.044922
	Iteration 59Q: 3 clusters Score -2173320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2173320.500000 Penalty: 4890.044922
	Iteration 60F: 3 clusters Score -2173320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Entering Unmasked Estep 
Score: -1599172.375000 Penalty: 2369.726074
	Iteration 0F: 2 clusters Score -1599172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1588849.750000 Penalty: 4739.452148
	Iteration 0F: 3 clusters Score -1588850 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1592169.500000 Penalty: 4739.452148
	Iteration 1F: 3 clusters Score -1592170 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1592662.375000 Penalty: 4739.452148
	Iteration 2F: 3 clusters Score -1592662 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1593133.750000 Penalty: 4739.452148
	Iteration 3F: 3 clusters Score -1593134 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1593544.000000 Penalty: 4739.452148
	Iteration 4Q: 3 clusters Score -1593544 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1593992.500000 Penalty: 4739.452148
	Iteration 5Q: 3 clusters Score -1593992 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1594528.875000 Penalty: 4739.452148
	Iteration 6F: 3 clusters Score -1594529 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1595121.000000 Penalty: 4739.452148
	Iteration 7F: 3 clusters Score -1595121 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1595801.250000 Penalty: 4739.452148
	Iteration 8F: 3 clusters Score -1595801 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1596398.875000 Penalty: 4739.452148
	Iteration 9F: 3 clusters Score -1596399 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1596834.250000 Penalty: 4739.452148
	Iteration 10Q: 3 clusters Score -1596834 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1597093.500000 Penalty: 4739.452148
	Iteration 11Q: 3 clusters Score -1597094 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1597259.250000 Penalty: 4739.452148
	Iteration 12Q: 3 clusters Score -1597259 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1597362.250000 Penalty: 4739.452148
	Iteration 13Q: 3 clusters Score -1597362 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1597446.000000 Penalty: 4739.452148
	Iteration 14Q: 3 clusters Score -1597446 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1597513.875000 Penalty: 4739.452148
	Iteration 15Q: 3 clusters Score -1597514 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1597563.125000 Penalty: 4739.452148
	Iteration 16Q: 3 clusters Score -1597563 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1597601.625000 Penalty: 4739.452148
	Iteration 17Q: 3 clusters Score -1597602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1597637.500000 Penalty: 4739.452148
	Iteration 18Q: 3 clusters Score -1597638 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1597663.625000 Penalty: 4739.452148
	Iteration 19Q: 3 clusters Score -1597664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1597691.250000 Penalty: 4739.452148
	Iteration 20F: 3 clusters Score -1597691 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1597706.750000 Penalty: 4739.452148
	Iteration 21Q: 3 clusters Score -1597707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1597727.125000 Penalty: 4739.452148
	Iteration 22Q: 3 clusters Score -1597727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1597738.875000 Penalty: 4739.452148
	Iteration 23Q: 3 clusters Score -1597739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1597749.625000 Penalty: 4739.452148
	Iteration 24Q: 3 clusters Score -1597750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1597750.875000 Penalty: 4739.452148
	Iteration 25Q: 3 clusters Score -1597751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1597759.750000 Penalty: 4739.452148
	Iteration 26Q: 3 clusters Score -1597760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1597761.500000 Penalty: 4739.452148
	Iteration 27Q: 3 clusters Score -1597762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1597766.875000 Penalty: 4739.452148
	Iteration 28Q: 3 clusters Score -1597767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1597773.500000 Penalty: 4739.452148
	Iteration 29Q: 3 clusters Score -1597774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1597784.875000 Penalty: 4739.452148
	Iteration 30Q: 3 clusters Score -1597785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1597783.625000 Penalty: 4739.452148
	Iteration 31Q: 3 clusters Score -1597784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1597791.500000 Penalty: 4739.452148
	Iteration 32Q: 3 clusters Score -1597792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1597795.625000 Penalty: 4739.452148
	Iteration 33Q: 3 clusters Score -1597796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1597801.125000 Penalty: 4739.452148
	Iteration 34Q: 3 clusters Score -1597801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1597805.250000 Penalty: 4739.452148
	Iteration 35Q: 3 clusters Score -1597805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1597806.125000 Penalty: 4739.452148
	Iteration 36Q: 3 clusters Score -1597806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1597815.500000 Penalty: 4739.452148
	Iteration 37Q: 3 clusters Score -1597816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1597814.125000 Penalty: 4739.452148
	Iteration 38Q: 3 clusters Score -1597814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1597819.250000 Penalty: 4739.452148
	Iteration 39Q: 3 clusters Score -1597819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1597822.875000 Penalty: 4739.452148
	Iteration 40F: 3 clusters Score -1597823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1597828.500000 Penalty: 4739.452148
	Iteration 41Q: 3 clusters Score -1597828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1597838.125000 Penalty: 4739.452148
	Iteration 42Q: 3 clusters Score -1597838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1597846.625000 Penalty: 4739.452148
	Iteration 43Q: 3 clusters Score -1597847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1597846.375000 Penalty: 4739.452148
	Iteration 44Q: 3 clusters Score -1597846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1597847.125000 Penalty: 4739.452148
	Iteration 45Q: 3 clusters Score -1597847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1597852.375000 Penalty: 4739.452148
	Iteration 46Q: 3 clusters Score -1597852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1597856.125000 Penalty: 4739.452148
	Iteration 47Q: 3 clusters Score -1597856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1597859.750000 Penalty: 4739.452148
	Iteration 48Q: 3 clusters Score -1597860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1597862.375000 Penalty: 4739.452148
	Iteration 49Q: 3 clusters Score -1597862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1597865.125000 Penalty: 4739.452148
	Iteration 50Q: 3 clusters Score -1597865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1597871.500000 Penalty: 4739.452148
	Iteration 51Q: 3 clusters Score -1597872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1597873.250000 Penalty: 4739.452148
	Iteration 52Q: 3 clusters Score -1597873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1597872.250000 Penalty: 4739.452148
	Iteration 53Q: 3 clusters Score -1597872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1597876.875000 Penalty: 4739.452148
	Iteration 54Q: 3 clusters Score -1597877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1597873.250000 Penalty: 4739.452148
	Iteration 55Q: 3 clusters Score -1597873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1597873.375000 Penalty: 4739.452148
	Iteration 56Q: 3 clusters Score -1597873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1597875.000000 Penalty: 4739.452148
	Iteration 57Q: 3 clusters Score -1597875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1597876.375000 Penalty: 4739.452148
	Iteration 58Q: 3 clusters Score -1597876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1597876.375000 Penalty: 4739.452148
	Iteration 59F: 3 clusters Score -1597876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Entering Unmasked Estep 
Score: -4629773.000000 Penalty: 2640.531494
	Iteration 0F: 2 clusters Score -4629773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4601230.000000 Penalty: 5281.062988
	Iteration 0F: 3 clusters Score -4601230 nChanged 19403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4611916.500000 Penalty: 5281.062988
	Iteration 1F: 3 clusters Score -4611916 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4612486.500000 Penalty: 5281.062988
	Iteration 2Q: 3 clusters Score -4612486 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4613175.000000 Penalty: 5281.062988
	Iteration 3Q: 3 clusters Score -4613175 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4614123.500000 Penalty: 5281.062988
	Iteration 4Q: 3 clusters Score -4614124 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -4615548.000000 Penalty: 5281.062988
	Iteration 5F: 3 clusters Score -4615548 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4617578.000000 Penalty: 5281.062988
	Iteration 6F: 3 clusters Score -4617578 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4620368.500000 Penalty: 5281.062988
	Iteration 7F: 3 clusters Score -4620368 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4623368.500000 Penalty: 5281.062988
	Iteration 8F: 3 clusters Score -4623368 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -4625561.000000 Penalty: 5281.062988
	Iteration 9F: 3 clusters Score -4625561 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -4626694.500000 Penalty: 5281.062988
	Iteration 10Q: 3 clusters Score -4626694 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -4627158.500000 Penalty: 5281.062988
	Iteration 11Q: 3 clusters Score -4627158 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4627335.500000 Penalty: 5281.062988
	Iteration 12Q: 3 clusters Score -4627336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -4627397.500000 Penalty: 5281.062988
	Iteration 13Q: 3 clusters Score -4627398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -4627464.000000 Penalty: 5281.062988
	Iteration 14Q: 3 clusters Score -4627464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -4627487.000000 Penalty: 5281.062988
	Iteration 15Q: 3 clusters Score -4627487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -4627497.500000 Penalty: 5281.062988
	Iteration 16Q: 3 clusters Score -4627498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -4627502.000000 Penalty: 5281.062988
	Iteration 17Q: 3 clusters Score -4627502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4627506.500000 Penalty: 5281.062988
	Iteration 18Q: 3 clusters Score -4627506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -4627504.500000 Penalty: 5281.062988
	Iteration 19Q: 3 clusters Score -4627504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4627508.000000 Penalty: 5281.062988
	Iteration 20F: 3 clusters Score -4627508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4627519.000000 Penalty: 5281.062988
	Iteration 21Q: 3 clusters Score -4627519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4627521.500000 Penalty: 5281.062988
	Iteration 22Q: 3 clusters Score -4627522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -4627525.000000 Penalty: 5281.062988
	Iteration 23Q: 3 clusters Score -4627525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4627527.500000 Penalty: 5281.062988
	Iteration 24Q: 3 clusters Score -4627528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4627527.500000 Penalty: 5281.062988
	Iteration 25F: 3 clusters Score -4627528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -648968.000000 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -648968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -644052.062500 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -644052.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -645175.250000 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -645175.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -645397.062500 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -645397.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -645549.812500 Penalty: 4285.147949
	Iteration 3F: 3 clusters Score -645549.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -645656.125000 Penalty: 4285.147949
	Iteration 4Q: 3 clusters Score -645656.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -645734.500000 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -645734.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -645792.875000 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -645792.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -645843.250000 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -645843.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -645895.437500 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -645895.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -645941.625000 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -645941.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -645997.687500 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -645997.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -646060.375000 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -646060.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -646133.687500 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -646133.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -646208.187500 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -646208.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -646279.250000 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -646279.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -646342.875000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -646342.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -646404.000000 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -646404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -646466.062500 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -646466.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -646538.625000 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -646538.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -646618.625000 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -646618.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -646697.062500 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -646697.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -646764.187500 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -646764.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -646809.250000 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -646809.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -646846.437500 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -646846.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -646888.875000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -646888.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -646923.500000 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -646923.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -646951.062500 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -646951.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -646977.750000 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -646977.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -646994.437500 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -646994.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -647008.187500 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -647008.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -647025.187500 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -647025.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -647045.375000 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -647045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -647054.687500 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -647054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -647062.875000 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -647062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -647066.250000 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -647066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -647070.812500 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -647070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -647073.437500 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -647073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -647080.500000 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -647080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -647081.312500 Penalty: 4285.147949
	Iteration 38Q: 3 clusters Score -647081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -647082.937500 Penalty: 4285.147949
	Iteration 39Q: 3 clusters Score -647082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -647087.562500 Penalty: 4285.147949
	Iteration 40F: 3 clusters Score -647087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -647092.375000 Penalty: 4285.147949
	Iteration 41Q: 3 clusters Score -647092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -647096.187500 Penalty: 4285.147949
	Iteration 42Q: 3 clusters Score -647096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -647097.312500 Penalty: 4285.147949
	Iteration 43Q: 3 clusters Score -647097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -647098.375000 Penalty: 4285.147949
	Iteration 44Q: 3 clusters Score -647098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -647099.875000 Penalty: 4285.147949
	Iteration 45Q: 3 clusters Score -647099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -647099.875000 Penalty: 4285.147949
	Iteration 46F: 3 clusters Score -647099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Entering Unmasked Estep 
Score: -4578692.500000 Penalty: 2630.893066
	Iteration 0F: 2 clusters Score -4578692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4551199.500000 Penalty: 5261.786133
	Iteration 0F: 3 clusters Score -4551200 nChanged 18655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4561542.500000 Penalty: 5261.786133
	Iteration 1F: 3 clusters Score -4561542 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4562274.000000 Penalty: 5261.786133
	Iteration 2Q: 3 clusters Score -4562274 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4563086.000000 Penalty: 5261.786133
	Iteration 3Q: 3 clusters Score -4563086 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4564222.500000 Penalty: 5261.786133
	Iteration 4F: 3 clusters Score -4564222 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4565733.500000 Penalty: 5261.786133
	Iteration 5F: 3 clusters Score -4565734 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4567776.000000 Penalty: 5261.786133
	Iteration 6F: 3 clusters Score -4567776 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4570068.500000 Penalty: 5261.786133
	Iteration 7F: 3 clusters Score -4570068 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -4572264.500000 Penalty: 5261.786133
	Iteration 8F: 3 clusters Score -4572264 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4573968.000000 Penalty: 5261.786133
	Iteration 9Q: 3 clusters Score -4573968 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4575208.000000 Penalty: 5261.786133
	Iteration 10Q: 3 clusters Score -4575208 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4576044.500000 Penalty: 5261.786133
	Iteration 11Q: 3 clusters Score -4576044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4576499.000000 Penalty: 5261.786133
	Iteration 12Q: 3 clusters Score -4576499 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -4576724.000000 Penalty: 5261.786133
	Iteration 13Q: 3 clusters Score -4576724 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4576836.000000 Penalty: 5261.786133
	Iteration 14Q: 3 clusters Score -4576836 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4576899.500000 Penalty: 5261.786133
	Iteration 15Q: 3 clusters Score -4576900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4576936.000000 Penalty: 5261.786133
	Iteration 16Q: 3 clusters Score -4576936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4576958.500000 Penalty: 5261.786133
	Iteration 17Q: 3 clusters Score -4576958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4576970.000000 Penalty: 5261.786133
	Iteration 18Q: 3 clusters Score -4576970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -4576977.500000 Penalty: 5261.786133
	Iteration 19Q: 3 clusters Score -4576978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4576980.500000 Penalty: 5261.786133
	Iteration 20F: 3 clusters Score -4576980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -4576984.500000 Penalty: 5261.786133
	Iteration 21Q: 3 clusters Score -4576984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4576995.000000 Penalty: 5261.786133
	Iteration 22Q: 3 clusters Score -4576995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -4576991.500000 Penalty: 5261.786133
	Iteration 23Q: 3 clusters Score -4576992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -4576991.500000 Penalty: 5261.786133
	Iteration 24Q: 3 clusters Score -4576992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4576993.500000 Penalty: 5261.786133
	Iteration 25Q: 3 clusters Score -4576994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4576994.500000 Penalty: 5261.786133
	Iteration 26Q: 3 clusters Score -4576994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4576994.500000 Penalty: 5261.786133
	Iteration 27F: 3 clusters Score -4576994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -102984.265625 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -102984.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101038.914062 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -101038.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101303.507812 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -101303.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101428.351562 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -101428.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101502.257812 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -101502.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101553.828125 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -101553.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101608.820312 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -101608.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101697.890625 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -101697.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101746.960938 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -101747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101780.578125 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -101780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101828.765625 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -101828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101868.429688 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -101868.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101903.054688 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -101903.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101931.234375 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -101931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101981.437500 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -101981.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102106.359375 Penalty: 3413.689209
	Iteration 14Q: 3 clusters Score -102106.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102355.265625 Penalty: 3413.689209
	Iteration 15Q: 3 clusters Score -102355.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102608.867188 Penalty: 3413.689209
	Iteration 16Q: 3 clusters Score -102608.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102720.398438 Penalty: 3413.689209
	Iteration 17Q: 3 clusters Score -102720.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102773.796875 Penalty: 3413.689209
	Iteration 18Q: 3 clusters Score -102773.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102843.226562 Penalty: 3413.689209
	Iteration 19Q: 3 clusters Score -102843.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -102874.617188 Penalty: 3413.689209
	Iteration 20F: 3 clusters Score -102874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -102886.164062 Penalty: 3413.689209
	Iteration 21Q: 3 clusters Score -102886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -102886.164062 Penalty: 3413.689209
	Iteration 22F: 3 clusters Score -102886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -321042.093750 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -321042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -317845.218750 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -317845.2 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -318488.843750 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -318488.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -318661.000000 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -318661 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -318763.468750 Penalty: 3948.666504
	Iteration 3Q: 3 clusters Score -318763.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -318841.812500 Penalty: 3948.666504
	Iteration 4Q: 3 clusters Score -318841.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -318891.125000 Penalty: 3948.666504
	Iteration 5Q: 3 clusters Score -318891.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -318931.187500 Penalty: 3948.666504
	Iteration 6Q: 3 clusters Score -318931.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -318975.218750 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -318975.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -319031.312500 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -319031.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -319094.093750 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -319094.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -319143.625000 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -319143.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -319187.781250 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -319187.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -319218.968750 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -319219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -319243.562500 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -319243.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -319264.000000 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -319264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -319276.781250 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -319276.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -319287.468750 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -319287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -319294.781250 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -319294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -319299.718750 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -319299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -319308.093750 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -319308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -319317.781250 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -319317.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -319326.656250 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -319326.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -319335.375000 Penalty: 3948.666504
	Iteration 22Q: 3 clusters Score -319335.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -319342.750000 Penalty: 3948.666504
	Iteration 23Q: 3 clusters Score -319342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -319353.500000 Penalty: 3948.666504
	Iteration 24Q: 3 clusters Score -319353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -319355.125000 Penalty: 3948.666504
	Iteration 25Q: 3 clusters Score -319355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -319358.875000 Penalty: 3948.666504
	Iteration 26Q: 3 clusters Score -319358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -319365.187500 Penalty: 3948.666504
	Iteration 27Q: 3 clusters Score -319365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -319370.843750 Penalty: 3948.666504
	Iteration 28Q: 3 clusters Score -319370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -319381.937500 Penalty: 3948.666504
	Iteration 29Q: 3 clusters Score -319381.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -319393.312500 Penalty: 3948.666504
	Iteration 30Q: 3 clusters Score -319393.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -319401.656250 Penalty: 3948.666504
	Iteration 31Q: 3 clusters Score -319401.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -319409.406250 Penalty: 3948.666504
	Iteration 32Q: 3 clusters Score -319409.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -319414.906250 Penalty: 3948.666504
	Iteration 33Q: 3 clusters Score -319414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -319419.843750 Penalty: 3948.666504
	Iteration 34Q: 3 clusters Score -319419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -319423.250000 Penalty: 3948.666504
	Iteration 35Q: 3 clusters Score -319423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -319426.187500 Penalty: 3948.666504
	Iteration 36Q: 3 clusters Score -319426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -319429.312500 Penalty: 3948.666504
	Iteration 37Q: 3 clusters Score -319429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -319433.625000 Penalty: 3948.666504
	Iteration 38Q: 3 clusters Score -319433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -319441.250000 Penalty: 3948.666504
	Iteration 39Q: 3 clusters Score -319441.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -319444.312500 Penalty: 3948.666504
	Iteration 40F: 3 clusters Score -319444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -319446.093750 Penalty: 3948.666504
	Iteration 41Q: 3 clusters Score -319446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -319448.125000 Penalty: 3948.666504
	Iteration 42Q: 3 clusters Score -319448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -319450.531250 Penalty: 3948.666504
	Iteration 43Q: 3 clusters Score -319450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -319453.156250 Penalty: 3948.666504
	Iteration 44Q: 3 clusters Score -319453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -319455.343750 Penalty: 3948.666504
	Iteration 45Q: 3 clusters Score -319455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -319456.843750 Penalty: 3948.666504
	Iteration 46Q: 3 clusters Score -319456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -319460.781250 Penalty: 3948.666504
	Iteration 47Q: 3 clusters Score -319460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -319464.468750 Penalty: 3948.666504
	Iteration 48Q: 3 clusters Score -319464.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -319465.000000 Penalty: 3948.666504
	Iteration 49Q: 3 clusters Score -319465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -319467.281250 Penalty: 3948.666504
	Iteration 50Q: 3 clusters Score -319467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -319471.593750 Penalty: 3948.666504
	Iteration 51Q: 3 clusters Score -319471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -319475.906250 Penalty: 3948.666504
	Iteration 52Q: 3 clusters Score -319475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -319481.375000 Penalty: 3948.666504
	Iteration 53Q: 3 clusters Score -319481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -319485.250000 Penalty: 3948.666504
	Iteration 54Q: 3 clusters Score -319485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -319486.500000 Penalty: 3948.666504
	Iteration 55Q: 3 clusters Score -319486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -319488.187500 Penalty: 3948.666504
	Iteration 56Q: 3 clusters Score -319488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -319489.625000 Penalty: 3948.666504
	Iteration 57Q: 3 clusters Score -319489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -319492.625000 Penalty: 3948.666504
	Iteration 58Q: 3 clusters Score -319492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -319492.718750 Penalty: 3948.666504
	Iteration 59Q: 3 clusters Score -319492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -319494.468750 Penalty: 3948.666504
	Iteration 60F: 3 clusters Score -319494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -319496.812500 Penalty: 3948.666504
	Iteration 61Q: 3 clusters Score -319496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -319499.718750 Penalty: 3948.666504
	Iteration 62Q: 3 clusters Score -319499.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -319504.406250 Penalty: 3948.666504
	Iteration 63Q: 3 clusters Score -319504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -319507.000000 Penalty: 3948.666504
	Iteration 64Q: 3 clusters Score -319507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -319508.375000 Penalty: 3948.666504
	Iteration 65Q: 3 clusters Score -319508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -319510.906250 Penalty: 3948.666504
	Iteration 66Q: 3 clusters Score -319510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -319515.312500 Penalty: 3948.666504
	Iteration 67Q: 3 clusters Score -319515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -319521.312500 Penalty: 3948.666504
	Iteration 68Q: 3 clusters Score -319521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -319524.250000 Penalty: 3948.666504
	Iteration 69Q: 3 clusters Score -319524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -319525.656250 Penalty: 3948.666504
	Iteration 70Q: 3 clusters Score -319525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -319526.812500 Penalty: 3948.666504
	Iteration 71Q: 3 clusters Score -319526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -319528.218750 Penalty: 3948.666504
	Iteration 72Q: 3 clusters Score -319528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -319528.218750 Penalty: 3948.666504
	Iteration 73F: 3 clusters Score -319528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -90281.781250 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -90281.78 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 426 members 
Entering Unmasked Estep 
Score: -88415.234375 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -88415.23 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88663.882812 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -88663.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88726.039062 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -88726.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88769.562500 Penalty: 3360.581787
	Iteration 3Q: 3 clusters Score -88769.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88794.304688 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -88794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88808.070312 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -88808.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88826.890625 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -88826.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88848.625000 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -88848.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88884.210938 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -88884.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88905.382812 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -88905.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88950.601562 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -88950.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89053.906250 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -89053.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89409.375000 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -89409.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89490.250000 Penalty: 3360.581787
	Iteration 13F: 3 clusters Score -89490.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89557.507812 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -89557.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89606.578125 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -89606.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89647.156250 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -89647.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89687.687500 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -89687.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89722.882812 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -89722.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -89765.273438 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -89765.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -89817.828125 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -89817.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -89852.171875 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -89852.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89873.843750 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -89873.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89877.953125 Penalty: 3360.581787
	Iteration 23Q: 3 clusters Score -89877.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89877.953125 Penalty: 3360.581787
	Iteration 24F: 3 clusters Score -89877.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -580856.125000 Penalty: 2140.458008
	Iteration 0F: 2 clusters Score -580856.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -575992.500000 Penalty: 4280.916016
	Iteration 0F: 3 clusters Score -575992.5 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -577234.375000 Penalty: 4280.916016
	Iteration 1F: 3 clusters Score -577234.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -577517.812500 Penalty: 4280.916016
	Iteration 2F: 3 clusters Score -577517.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -577703.187500 Penalty: 4280.916016
	Iteration 3F: 3 clusters Score -577703.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -577847.125000 Penalty: 4280.916016
	Iteration 4Q: 3 clusters Score -577847.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -577940.562500 Penalty: 4280.916016
	Iteration 5Q: 3 clusters Score -577940.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -578026.750000 Penalty: 4280.916016
	Iteration 6Q: 3 clusters Score -578026.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -578090.437500 Penalty: 4280.916016
	Iteration 7Q: 3 clusters Score -578090.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -578149.062500 Penalty: 4280.916016
	Iteration 8Q: 3 clusters Score -578149.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -578196.750000 Penalty: 4280.916016
	Iteration 9Q: 3 clusters Score -578196.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -578250.375000 Penalty: 4280.916016
	Iteration 10Q: 3 clusters Score -578250.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -578299.937500 Penalty: 4280.916016
	Iteration 11Q: 3 clusters Score -578299.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -578349.812500 Penalty: 4280.916016
	Iteration 12Q: 3 clusters Score -578349.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -578400.562500 Penalty: 4280.916016
	Iteration 13Q: 3 clusters Score -578400.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -578463.812500 Penalty: 4280.916016
	Iteration 14Q: 3 clusters Score -578463.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -578540.437500 Penalty: 4280.916016
	Iteration 15Q: 3 clusters Score -578540.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -578621.187500 Penalty: 4280.916016
	Iteration 16Q: 3 clusters Score -578621.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -578702.687500 Penalty: 4280.916016
	Iteration 17Q: 3 clusters Score -578702.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -578788.125000 Penalty: 4280.916016
	Iteration 18Q: 3 clusters Score -578788.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -578869.000000 Penalty: 4280.916016
	Iteration 19Q: 3 clusters Score -578869 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -578943.625000 Penalty: 4280.916016
	Iteration 20F: 3 clusters Score -578943.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -579019.500000 Penalty: 4280.916016
	Iteration 21Q: 3 clusters Score -579019.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -579076.750000 Penalty: 4280.916016
	Iteration 22Q: 3 clusters Score -579076.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -579120.750000 Penalty: 4280.916016
	Iteration 23Q: 3 clusters Score -579120.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -579147.812500 Penalty: 4280.916016
	Iteration 24Q: 3 clusters Score -579147.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -579173.562500 Penalty: 4280.916016
	Iteration 25Q: 3 clusters Score -579173.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -579197.250000 Penalty: 4280.916016
	Iteration 26Q: 3 clusters Score -579197.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -579220.375000 Penalty: 4280.916016
	Iteration 27Q: 3 clusters Score -579220.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -579239.937500 Penalty: 4280.916016
	Iteration 28Q: 3 clusters Score -579239.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -579260.125000 Penalty: 4280.916016
	Iteration 29Q: 3 clusters Score -579260.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -579279.312500 Penalty: 4280.916016
	Iteration 30Q: 3 clusters Score -579279.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -579294.125000 Penalty: 4280.916016
	Iteration 31Q: 3 clusters Score -579294.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -579309.937500 Penalty: 4280.916016
	Iteration 32Q: 3 clusters Score -579309.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -579327.187500 Penalty: 4280.916016
	Iteration 33Q: 3 clusters Score -579327.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -579358.625000 Penalty: 4280.916016
	Iteration 34Q: 3 clusters Score -579358.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -579381.375000 Penalty: 4280.916016
	Iteration 35Q: 3 clusters Score -579381.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -579409.625000 Penalty: 4280.916016
	Iteration 36Q: 3 clusters Score -579409.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -579440.312500 Penalty: 4280.916016
	Iteration 37Q: 3 clusters Score -579440.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -579461.687500 Penalty: 4280.916016
	Iteration 38Q: 3 clusters Score -579461.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -579470.875000 Penalty: 4280.916016
	Iteration 39Q: 3 clusters Score -579470.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -579481.000000 Penalty: 4280.916016
	Iteration 40F: 3 clusters Score -579481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -579492.187500 Penalty: 4280.916016
	Iteration 41Q: 3 clusters Score -579492.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -579500.562500 Penalty: 4280.916016
	Iteration 42Q: 3 clusters Score -579500.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -579511.750000 Penalty: 4280.916016
	Iteration 43Q: 3 clusters Score -579511.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -579520.312500 Penalty: 4280.916016
	Iteration 44Q: 3 clusters Score -579520.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -579523.500000 Penalty: 4280.916016
	Iteration 45Q: 3 clusters Score -579523.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -579527.687500 Penalty: 4280.916016
	Iteration 46Q: 3 clusters Score -579527.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -579534.687500 Penalty: 4280.916016
	Iteration 47Q: 3 clusters Score -579534.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -579541.375000 Penalty: 4280.916016
	Iteration 48Q: 3 clusters Score -579541.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -579543.562500 Penalty: 4280.916016
	Iteration 49Q: 3 clusters Score -579543.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -579547.937500 Penalty: 4280.916016
	Iteration 50Q: 3 clusters Score -579547.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -579550.875000 Penalty: 4280.916016
	Iteration 51Q: 3 clusters Score -579550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -579552.500000 Penalty: 4280.916016
	Iteration 52Q: 3 clusters Score -579552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -579554.500000 Penalty: 4280.916016
	Iteration 53Q: 3 clusters Score -579554.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -579556.375000 Penalty: 4280.916016
	Iteration 54Q: 3 clusters Score -579556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -579558.250000 Penalty: 4280.916016
	Iteration 55Q: 3 clusters Score -579558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -579559.812500 Penalty: 4280.916016
	Iteration 56Q: 3 clusters Score -579559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -579560.500000 Penalty: 4280.916016
	Iteration 57Q: 3 clusters Score -579560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -579561.312500 Penalty: 4280.916016
	Iteration 58Q: 3 clusters Score -579561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -579561.937500 Penalty: 4280.916016
	Iteration 59Q: 3 clusters Score -579561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -579562.625000 Penalty: 4280.916016
	Iteration 60F: 3 clusters Score -579562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -579563.875000 Penalty: 4280.916016
	Iteration 61Q: 3 clusters Score -579563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -579562.812500 Penalty: 4280.916016
	Iteration 62Q: 3 clusters Score -579562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -579562.750000 Penalty: 4280.916016
	Iteration 63Q: 3 clusters Score -579562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -579564.187500 Penalty: 4280.916016
	Iteration 64Q: 3 clusters Score -579564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -579564.750000 Penalty: 4280.916016
	Iteration 65Q: 3 clusters Score -579564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -579566.375000 Penalty: 4280.916016
	Iteration 66Q: 3 clusters Score -579566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -579566.437500 Penalty: 4280.916016
	Iteration 67Q: 3 clusters Score -579566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -579566.750000 Penalty: 4280.916016
	Iteration 68Q: 3 clusters Score -579566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -579568.437500 Penalty: 4280.916016
	Iteration 69Q: 3 clusters Score -579568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -579568.437500 Penalty: 4280.916016
	Iteration 70Q: 3 clusters Score -579568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -579568.937500 Penalty: 4280.916016
	Iteration 71Q: 3 clusters Score -579568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -579569.250000 Penalty: 4280.916016
	Iteration 72Q: 3 clusters Score -579569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -579568.875000 Penalty: 4280.916016
	Iteration 73Q: 3 clusters Score -579568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -579568.875000 Penalty: 4280.916016
	Iteration 74F: 3 clusters Score -579568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Entering Unmasked Estep 
Score: -11683089.000000 Penalty: 2864.428711
	Iteration 0F: 2 clusters Score -1.168309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -11613418.000000 Penalty: 5728.857422
	Iteration 0F: 3 clusters Score -1.161342e+07 nChanged 49188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -11641539.000000 Penalty: 5728.857422
	Iteration 1F: 3 clusters Score -1.164154e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -11642540.000000 Penalty: 5728.857422
	Iteration 2Q: 3 clusters Score -1.164254e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -11643778.000000 Penalty: 5728.857422
	Iteration 3Q: 3 clusters Score -1.164378e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -11645827.000000 Penalty: 5728.857422
	Iteration 4Q: 3 clusters Score -1.164583e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -11649017.000000 Penalty: 5728.857422
	Iteration 5F: 3 clusters Score -1.164902e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -11653884.000000 Penalty: 5728.857422
	Iteration 6F: 3 clusters Score -1.165388e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -11660867.000000 Penalty: 5728.857422
	Iteration 7F: 3 clusters Score -1.166087e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -11668765.000000 Penalty: 5728.857422
	Iteration 8F: 3 clusters Score -1.166876e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -11674930.000000 Penalty: 5728.857422
	Iteration 9F: 3 clusters Score -1.167493e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -11678165.000000 Penalty: 5728.857422
	Iteration 10Q: 3 clusters Score -1.167816e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -11679668.000000 Penalty: 5728.857422
	Iteration 11Q: 3 clusters Score -1.167967e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -11680583.000000 Penalty: 5728.857422
	Iteration 12Q: 3 clusters Score -1.168058e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94909 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -11681137.000000 Penalty: 5728.857422
	Iteration 13Q: 3 clusters Score -1.168114e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -11681521.000000 Penalty: 5728.857422
	Iteration 14Q: 3 clusters Score -1.168152e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -11681788.000000 Penalty: 5728.857422
	Iteration 15Q: 3 clusters Score -1.168179e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -11682013.000000 Penalty: 5728.857422
	Iteration 16Q: 3 clusters Score -1.168201e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -11682166.000000 Penalty: 5728.857422
	Iteration 17Q: 3 clusters Score -1.168217e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11682227.000000 Penalty: 5728.857422
	Iteration 18Q: 3 clusters Score -1.168223e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -11682278.000000 Penalty: 5728.857422
	Iteration 19Q: 3 clusters Score -1.168228e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -11682328.000000 Penalty: 5728.857422
	Iteration 20F: 3 clusters Score -1.168233e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -11682349.000000 Penalty: 5728.857422
	Iteration 21Q: 3 clusters Score -1.168235e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -11682376.000000 Penalty: 5728.857422
	Iteration 22Q: 3 clusters Score -1.168238e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -11682378.000000 Penalty: 5728.857422
	Iteration 23Q: 3 clusters Score -1.168238e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -11682392.000000 Penalty: 5728.857422
	Iteration 24Q: 3 clusters Score -1.168239e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -11682403.000000 Penalty: 5728.857422
	Iteration 25Q: 3 clusters Score -1.16824e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -11682420.000000 Penalty: 5728.857422
	Iteration 26Q: 3 clusters Score -1.168242e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -11682435.000000 Penalty: 5728.857422
	Iteration 27Q: 3 clusters Score -1.168244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -11682429.000000 Penalty: 5728.857422
	Iteration 28Q: 3 clusters Score -1.168243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -11682434.000000 Penalty: 5728.857422
	Iteration 29Q: 3 clusters Score -1.168243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -11682441.000000 Penalty: 5728.857422
	Iteration 30Q: 3 clusters Score -1.168244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -11682435.000000 Penalty: 5728.857422
	Iteration 31Q: 3 clusters Score -1.168244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -11682434.000000 Penalty: 5728.857422
	Iteration 32Q: 3 clusters Score -1.168243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -11682445.000000 Penalty: 5728.857422
	Iteration 33Q: 3 clusters Score -1.168244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -11682443.000000 Penalty: 5728.857422
	Iteration 34Q: 3 clusters Score -1.168244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -11682447.000000 Penalty: 5728.857422
	Iteration 35Q: 3 clusters Score -1.168245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -11682459.000000 Penalty: 5728.857422
	Iteration 36Q: 3 clusters Score -1.168246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -11682456.000000 Penalty: 5728.857422
	Iteration 37Q: 3 clusters Score -1.168246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -11682468.000000 Penalty: 5728.857422
	Iteration 38Q: 3 clusters Score -1.168247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -11682463.000000 Penalty: 5728.857422
	Iteration 39Q: 3 clusters Score -1.168246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -11682470.000000 Penalty: 5728.857422
	Iteration 40F: 3 clusters Score -1.168247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -11682459.000000 Penalty: 5728.857422
	Iteration 41Q: 3 clusters Score -1.168246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -11682462.000000 Penalty: 5728.857422
	Iteration 42Q: 3 clusters Score -1.168246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -11682464.000000 Penalty: 5728.857422
	Iteration 43Q: 3 clusters Score -1.168246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -11682464.000000 Penalty: 5728.857422
	Iteration 44F: 3 clusters Score -1.168246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -380927.968750 Penalty: 2026.696899
	Iteration 0F: 2 clusters Score -380928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -377343.250000 Penalty: 4053.393799
	Iteration 0F: 3 clusters Score -377343.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -378082.125000 Penalty: 4053.393799
	Iteration 1F: 3 clusters Score -378082.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -378242.125000 Penalty: 4053.393799
	Iteration 2F: 3 clusters Score -378242.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -378342.468750 Penalty: 4053.393799
	Iteration 3Q: 3 clusters Score -378342.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -378426.062500 Penalty: 4053.393799
	Iteration 4Q: 3 clusters Score -378426.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -378502.875000 Penalty: 4053.393799
	Iteration 5Q: 3 clusters Score -378502.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -378594.250000 Penalty: 4053.393799
	Iteration 6Q: 3 clusters Score -378594.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -378707.406250 Penalty: 4053.393799
	Iteration 7Q: 3 clusters Score -378707.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -378815.875000 Penalty: 4053.393799
	Iteration 8Q: 3 clusters Score -378815.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -378908.000000 Penalty: 4053.393799
	Iteration 9Q: 3 clusters Score -378908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -378989.375000 Penalty: 4053.393799
	Iteration 10Q: 3 clusters Score -378989.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -379055.843750 Penalty: 4053.393799
	Iteration 11Q: 3 clusters Score -379055.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -379110.968750 Penalty: 4053.393799
	Iteration 12Q: 3 clusters Score -379111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -379152.062500 Penalty: 4053.393799
	Iteration 13Q: 3 clusters Score -379152.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -379195.843750 Penalty: 4053.393799
	Iteration 14Q: 3 clusters Score -379195.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -379228.750000 Penalty: 4053.393799
	Iteration 15Q: 3 clusters Score -379228.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -379252.562500 Penalty: 4053.393799
	Iteration 16Q: 3 clusters Score -379252.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -379270.843750 Penalty: 4053.393799
	Iteration 17Q: 3 clusters Score -379270.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -379288.250000 Penalty: 4053.393799
	Iteration 18Q: 3 clusters Score -379288.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -379306.750000 Penalty: 4053.393799
	Iteration 19Q: 3 clusters Score -379306.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -379323.000000 Penalty: 4053.393799
	Iteration 20F: 3 clusters Score -379323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -379332.656250 Penalty: 4053.393799
	Iteration 21Q: 3 clusters Score -379332.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -379342.000000 Penalty: 4053.393799
	Iteration 22Q: 3 clusters Score -379342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -379352.312500 Penalty: 4053.393799
	Iteration 23Q: 3 clusters Score -379352.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -379358.375000 Penalty: 4053.393799
	Iteration 24Q: 3 clusters Score -379358.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -379363.125000 Penalty: 4053.393799
	Iteration 25Q: 3 clusters Score -379363.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -379367.500000 Penalty: 4053.393799
	Iteration 26Q: 3 clusters Score -379367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -379371.781250 Penalty: 4053.393799
	Iteration 27Q: 3 clusters Score -379371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -379373.406250 Penalty: 4053.393799
	Iteration 28Q: 3 clusters Score -379373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -379378.000000 Penalty: 4053.393799
	Iteration 29Q: 3 clusters Score -379378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -379380.406250 Penalty: 4053.393799
	Iteration 30Q: 3 clusters Score -379380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -379383.718750 Penalty: 4053.393799
	Iteration 31Q: 3 clusters Score -379383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -379388.468750 Penalty: 4053.393799
	Iteration 32Q: 3 clusters Score -379388.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -379391.812500 Penalty: 4053.393799
	Iteration 33Q: 3 clusters Score -379391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -379393.281250 Penalty: 4053.393799
	Iteration 34Q: 3 clusters Score -379393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -379395.093750 Penalty: 4053.393799
	Iteration 35Q: 3 clusters Score -379395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -379396.093750 Penalty: 4053.393799
	Iteration 36Q: 3 clusters Score -379396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -379397.656250 Penalty: 4053.393799
	Iteration 37Q: 3 clusters Score -379397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -379398.906250 Penalty: 4053.393799
	Iteration 38Q: 3 clusters Score -379398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -379398.906250 Penalty: 4053.393799
	Iteration 39F: 3 clusters Score -379398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -124434.117188 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -124434.1 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 572 members 
Entering Unmasked Estep 
Score: -122357.296875 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -122357.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122689.664062 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -122689.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122773.992188 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -122774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122826.382812 Penalty: 3488.619141
	Iteration 3Q: 3 clusters Score -122826.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122863.546875 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -122863.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122884.726562 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -122884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -122892.539062 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -122892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122905.273438 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -122905.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122917.609375 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -122917.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122929.953125 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -122930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122936.773438 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -122936.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122947.632812 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -122947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122959.671875 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -122959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122962.703125 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -122962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122965.890625 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -122965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122965.890625 Penalty: 3488.619141
	Iteration 15F: 3 clusters Score -122965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241171 members 
Entering Unmasked Estep 
Score: -27195216.000000 Penalty: 3073.529053
	Iteration 0F: 2 clusters Score -2.719522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 120543 members 
Entering Unmasked Estep 
Score: -27042484.000000 Penalty: 6147.058105
	Iteration 0F: 3 clusters Score -2.704248e+07 nChanged 116622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122530 members 
Mstep: Class 2 contains 118641 members 
Entering Unmasked Estep 
Score: -27110538.000000 Penalty: 6147.058105
	Iteration 1F: 3 clusters Score -2.711054e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123970 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -27111796.000000 Penalty: 6147.058105
	Iteration 2Q: 3 clusters Score -2.71118e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126191 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -27112910.000000 Penalty: 6147.058105
	Iteration 3Q: 3 clusters Score -2.711291e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129529 members 
Mstep: Class 2 contains 111642 members 
Entering Unmasked Estep 
Score: -27114464.000000 Penalty: 6147.058105
	Iteration 4Q: 3 clusters Score -2.711446e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134655 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -27116926.000000 Penalty: 6147.058105
	Iteration 5Q: 3 clusters Score -2.711693e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -27121132.000000 Penalty: 6147.058105
	Iteration 6Q: 3 clusters Score -2.712113e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -27128188.000000 Penalty: 6147.058105
	Iteration 7F: 3 clusters Score -2.712819e+07 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -27139320.000000 Penalty: 6147.058105
	Iteration 8F: 3 clusters Score -2.713932e+07 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -27153920.000000 Penalty: 6147.058105
	Iteration 9F: 3 clusters Score -2.715392e+07 nChanged 16709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201395 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -27169036.000000 Penalty: 6147.058105
	Iteration 10F: 3 clusters Score -2.716904e+07 nChanged 13344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214641 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -27180568.000000 Penalty: 6147.058105
	Iteration 11F: 3 clusters Score -2.718057e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224126 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -27187466.000000 Penalty: 6147.058105
	Iteration 12Q: 3 clusters Score -2.718747e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230498 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -27190160.000000 Penalty: 6147.058105
	Iteration 13Q: 3 clusters Score -2.719016e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234624 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -27191470.000000 Penalty: 6147.058105
	Iteration 14Q: 3 clusters Score -2.719147e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237072 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -27192178.000000 Penalty: 6147.058105
	Iteration 15Q: 3 clusters Score -2.719218e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238450 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -27192528.000000 Penalty: 6147.058105
	Iteration 16Q: 3 clusters Score -2.719253e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239198 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -27192836.000000 Penalty: 6147.058105
	Iteration 17Q: 3 clusters Score -2.719284e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239623 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -27192878.000000 Penalty: 6147.058105
	Iteration 18Q: 3 clusters Score -2.719288e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239873 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -27192966.000000 Penalty: 6147.058105
	Iteration 19Q: 3 clusters Score -2.719297e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240019 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -27192990.000000 Penalty: 6147.058105
	Iteration 20F: 3 clusters Score -2.719299e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240112 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -27193078.000000 Penalty: 6147.058105
	Iteration 21Q: 3 clusters Score -2.719308e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240178 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27193114.000000 Penalty: 6147.058105
	Iteration 22Q: 3 clusters Score -2.719311e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240218 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -27193122.000000 Penalty: 6147.058105
	Iteration 23Q: 3 clusters Score -2.719312e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240246 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -27193134.000000 Penalty: 6147.058105
	Iteration 24Q: 3 clusters Score -2.719313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240276 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -27193150.000000 Penalty: 6147.058105
	Iteration 25Q: 3 clusters Score -2.719315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240296 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -27193176.000000 Penalty: 6147.058105
	Iteration 26Q: 3 clusters Score -2.719318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240303 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -27193198.000000 Penalty: 6147.058105
	Iteration 27Q: 3 clusters Score -2.71932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240309 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -27193216.000000 Penalty: 6147.058105
	Iteration 28Q: 3 clusters Score -2.719322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240315 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -27193222.000000 Penalty: 6147.058105
	Iteration 29Q: 3 clusters Score -2.719322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240316 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -27193216.000000 Penalty: 6147.058105
	Iteration 30Q: 3 clusters Score -2.719322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -27193214.000000 Penalty: 6147.058105
	Iteration 31Q: 3 clusters Score -2.719321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240322 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -27193224.000000 Penalty: 6147.058105
	Iteration 32Q: 3 clusters Score -2.719322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240320 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -27193224.000000 Penalty: 6147.058105
	Iteration 33Q: 3 clusters Score -2.719322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240319 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -27193224.000000 Penalty: 6147.058105
	Iteration 34Q: 3 clusters Score -2.719322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -27193224.000000 Penalty: 6147.058105
	Iteration 35Q: 3 clusters Score -2.719322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -27193224.000000 Penalty: 6147.058105
	Iteration 36F: 3 clusters Score -2.719322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -77632.406250 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -77632.41 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 334 members 
Entering Unmasked Estep 
Score: -75889.281250 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -75889.28 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76113.351562 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -76113.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76167.023438 Penalty: 3253.569092
	Iteration 2Q: 3 clusters Score -76167.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76185.656250 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -76185.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76204.718750 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -76204.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76209.960938 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -76209.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76211.304688 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -76211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76213.710938 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -76213.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76217.546875 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -76217.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76218.945312 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -76218.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76223.617188 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -76223.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76225.437500 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -76225.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76226.320312 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -76226.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76226.320312 Penalty: 3253.569092
	Iteration 13F: 3 clusters Score -76226.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -1062872.625000 Penalty: 2261.510010
	Iteration 0F: 2 clusters Score -1062873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1055737.250000 Penalty: 4523.020020
	Iteration 0F: 3 clusters Score -1055737 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1057708.875000 Penalty: 4523.020020
	Iteration 1F: 3 clusters Score -1057709 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1057953.125000 Penalty: 4523.020020
	Iteration 2F: 3 clusters Score -1057953 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1058106.000000 Penalty: 4523.020020
	Iteration 3Q: 3 clusters Score -1058106 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1058208.750000 Penalty: 4523.020020
	Iteration 4Q: 3 clusters Score -1058209 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1058283.750000 Penalty: 4523.020020
	Iteration 5Q: 3 clusters Score -1058284 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1058342.125000 Penalty: 4523.020020
	Iteration 6Q: 3 clusters Score -1058342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1058387.625000 Penalty: 4523.020020
	Iteration 7Q: 3 clusters Score -1058388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1058418.500000 Penalty: 4523.020020
	Iteration 8Q: 3 clusters Score -1058418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1058442.750000 Penalty: 4523.020020
	Iteration 9Q: 3 clusters Score -1058443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1058461.375000 Penalty: 4523.020020
	Iteration 10Q: 3 clusters Score -1058461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1058479.625000 Penalty: 4523.020020
	Iteration 11Q: 3 clusters Score -1058480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1058491.875000 Penalty: 4523.020020
	Iteration 12Q: 3 clusters Score -1058492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1058505.875000 Penalty: 4523.020020
	Iteration 13Q: 3 clusters Score -1058506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1058513.625000 Penalty: 4523.020020
	Iteration 14Q: 3 clusters Score -1058514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1058524.875000 Penalty: 4523.020020
	Iteration 15Q: 3 clusters Score -1058525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1058531.750000 Penalty: 4523.020020
	Iteration 16Q: 3 clusters Score -1058532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1058535.625000 Penalty: 4523.020020
	Iteration 17Q: 3 clusters Score -1058536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1058541.500000 Penalty: 4523.020020
	Iteration 18Q: 3 clusters Score -1058542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1058546.375000 Penalty: 4523.020020
	Iteration 19Q: 3 clusters Score -1058546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1058551.125000 Penalty: 4523.020020
	Iteration 20F: 3 clusters Score -1058551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1058551.125000 Penalty: 4523.020020
	Iteration 21Q: 3 clusters Score -1058551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1058554.750000 Penalty: 4523.020020
	Iteration 22Q: 3 clusters Score -1058555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1058555.375000 Penalty: 4523.020020
	Iteration 23Q: 3 clusters Score -1058555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1058555.500000 Penalty: 4523.020020
	Iteration 24Q: 3 clusters Score -1058556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1058559.875000 Penalty: 4523.020020
	Iteration 25Q: 3 clusters Score -1058560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1058561.000000 Penalty: 4523.020020
	Iteration 26Q: 3 clusters Score -1058561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1058561.625000 Penalty: 4523.020020
	Iteration 27Q: 3 clusters Score -1058562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1058562.625000 Penalty: 4523.020020
	Iteration 28Q: 3 clusters Score -1058563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1058567.625000 Penalty: 4523.020020
	Iteration 29Q: 3 clusters Score -1058568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1058567.375000 Penalty: 4523.020020
	Iteration 30Q: 3 clusters Score -1058567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1058567.875000 Penalty: 4523.020020
	Iteration 31Q: 3 clusters Score -1058568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1058567.875000 Penalty: 4523.020020
	Iteration 32Q: 3 clusters Score -1058568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1058571.500000 Penalty: 4523.020020
	Iteration 33Q: 3 clusters Score -1058572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1058572.500000 Penalty: 4523.020020
	Iteration 34Q: 3 clusters Score -1058572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1058573.875000 Penalty: 4523.020020
	Iteration 35Q: 3 clusters Score -1058574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1058574.375000 Penalty: 4523.020020
	Iteration 36Q: 3 clusters Score -1058574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1058575.500000 Penalty: 4523.020020
	Iteration 37Q: 3 clusters Score -1058576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1058576.875000 Penalty: 4523.020020
	Iteration 38Q: 3 clusters Score -1058577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1058575.875000 Penalty: 4523.020020
	Iteration 39Q: 3 clusters Score -1058576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1058576.000000 Penalty: 4523.020020
	Iteration 40F: 3 clusters Score -1058576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1058578.375000 Penalty: 4523.020020
	Iteration 41Q: 3 clusters Score -1058578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1058578.375000 Penalty: 4523.020020
	Iteration 42Q: 3 clusters Score -1058578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1058577.375000 Penalty: 4523.020020
	Iteration 43Q: 3 clusters Score -1058577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1058577.375000 Penalty: 4523.020020
	Iteration 44F: 3 clusters Score -1058577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 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 124 members 
Entering Unmasked Estep 
Score: -24256.541016 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24256.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24349.562500 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24349.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24386.154297 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24386.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24405.414062 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -24405.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24405.414062 Penalty: 2740.624756
	Iteration 4F: 3 clusters Score -24405.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Entering Unmasked Estep 
Score: -3987356.250000 Penalty: 2596.776367
	Iteration 0F: 2 clusters Score -3987356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3963291.500000 Penalty: 5193.552734
	Iteration 0F: 3 clusters Score -3963292 nChanged 15979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3971884.750000 Penalty: 5193.552734
	Iteration 1F: 3 clusters Score -3971885 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3972390.750000 Penalty: 5193.552734
	Iteration 2Q: 3 clusters Score -3972391 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3972846.250000 Penalty: 5193.552734
	Iteration 3Q: 3 clusters Score -3972846 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3973323.750000 Penalty: 5193.552734
	Iteration 4Q: 3 clusters Score -3973324 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3973929.500000 Penalty: 5193.552734
	Iteration 5Q: 3 clusters Score -3973930 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3974844.000000 Penalty: 5193.552734
	Iteration 6Q: 3 clusters Score -3974844 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3976041.250000 Penalty: 5193.552734
	Iteration 7Q: 3 clusters Score -3976041 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3977438.750000 Penalty: 5193.552734
	Iteration 8F: 3 clusters Score -3977439 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3978726.000000 Penalty: 5193.552734
	Iteration 9F: 3 clusters Score -3978726 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3979957.000000 Penalty: 5193.552734
	Iteration 10Q: 3 clusters Score -3979957 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3980948.250000 Penalty: 5193.552734
	Iteration 11Q: 3 clusters Score -3980948 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3981813.000000 Penalty: 5193.552734
	Iteration 12Q: 3 clusters Score -3981813 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3982523.000000 Penalty: 5193.552734
	Iteration 13Q: 3 clusters Score -3982523 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3983124.750000 Penalty: 5193.552734
	Iteration 14Q: 3 clusters Score -3983125 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3983609.000000 Penalty: 5193.552734
	Iteration 15Q: 3 clusters Score -3983609 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3983934.000000 Penalty: 5193.552734
	Iteration 16Q: 3 clusters Score -3983934 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3984181.250000 Penalty: 5193.552734
	Iteration 17Q: 3 clusters Score -3984181 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3984392.250000 Penalty: 5193.552734
	Iteration 18Q: 3 clusters Score -3984392 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3984546.750000 Penalty: 5193.552734
	Iteration 19Q: 3 clusters Score -3984547 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3984657.000000 Penalty: 5193.552734
	Iteration 20F: 3 clusters Score -3984657 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3984764.500000 Penalty: 5193.552734
	Iteration 21Q: 3 clusters Score -3984764 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3984849.000000 Penalty: 5193.552734
	Iteration 22Q: 3 clusters Score -3984849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3984907.250000 Penalty: 5193.552734
	Iteration 23Q: 3 clusters Score -3984907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3984957.500000 Penalty: 5193.552734
	Iteration 24Q: 3 clusters Score -3984958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3985003.750000 Penalty: 5193.552734
	Iteration 25Q: 3 clusters Score -3985004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3985036.750000 Penalty: 5193.552734
	Iteration 26Q: 3 clusters Score -3985037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3985063.750000 Penalty: 5193.552734
	Iteration 27Q: 3 clusters Score -3985064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3985091.250000 Penalty: 5193.552734
	Iteration 28Q: 3 clusters Score -3985091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3985105.750000 Penalty: 5193.552734
	Iteration 29Q: 3 clusters Score -3985106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3985132.250000 Penalty: 5193.552734
	Iteration 30Q: 3 clusters Score -3985132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3985147.000000 Penalty: 5193.552734
	Iteration 31Q: 3 clusters Score -3985147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3985168.500000 Penalty: 5193.552734
	Iteration 32Q: 3 clusters Score -3985168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3985175.750000 Penalty: 5193.552734
	Iteration 33Q: 3 clusters Score -3985176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3985182.250000 Penalty: 5193.552734
	Iteration 34Q: 3 clusters Score -3985182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3985186.000000 Penalty: 5193.552734
	Iteration 35Q: 3 clusters Score -3985186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3985197.250000 Penalty: 5193.552734
	Iteration 36Q: 3 clusters Score -3985197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3985210.000000 Penalty: 5193.552734
	Iteration 37Q: 3 clusters Score -3985210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3985215.500000 Penalty: 5193.552734
	Iteration 38Q: 3 clusters Score -3985216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3985225.000000 Penalty: 5193.552734
	Iteration 39Q: 3 clusters Score -3985225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3985228.000000 Penalty: 5193.552734
	Iteration 40F: 3 clusters Score -3985228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3985231.000000 Penalty: 5193.552734
	Iteration 41Q: 3 clusters Score -3985231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3985235.500000 Penalty: 5193.552734
	Iteration 42Q: 3 clusters Score -3985236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3985238.750000 Penalty: 5193.552734
	Iteration 43Q: 3 clusters Score -3985239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3985236.500000 Penalty: 5193.552734
	Iteration 44Q: 3 clusters Score -3985236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3985234.500000 Penalty: 5193.552734
	Iteration 45Q: 3 clusters Score -3985234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3985232.750000 Penalty: 5193.552734
	Iteration 46Q: 3 clusters Score -3985233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3985235.750000 Penalty: 5193.552734
	Iteration 47Q: 3 clusters Score -3985236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3985240.250000 Penalty: 5193.552734
	Iteration 48Q: 3 clusters Score -3985240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3985238.000000 Penalty: 5193.552734
	Iteration 49Q: 3 clusters Score -3985238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3985242.000000 Penalty: 5193.552734
	Iteration 50Q: 3 clusters Score -3985242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3985243.000000 Penalty: 5193.552734
	Iteration 51Q: 3 clusters Score -3985243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3985241.500000 Penalty: 5193.552734
	Iteration 52Q: 3 clusters Score -3985242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3985243.500000 Penalty: 5193.552734
	Iteration 53Q: 3 clusters Score -3985244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3985243.500000 Penalty: 5193.552734
	Iteration 54F: 3 clusters Score -3985244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -36353.367188 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -36353.37 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 190 members 
Entering Unmasked Estep 
Score: -35014.273438 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -35014.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35322.734375 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -35322.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35445.437500 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -35445.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35546.414062 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -35546.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35615.753906 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -35615.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35647.343750 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -35647.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35670.484375 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -35670.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35692.664062 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -35692.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35699.410156 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -35699.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35699.410156 Penalty: 2951.518799
	Iteration 9F: 3 clusters Score -35699.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Entering Unmasked Estep 
Score: -4132451.500000 Penalty: 2603.730225
	Iteration 0F: 2 clusters Score -4132452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4107635.750000 Penalty: 5207.460449
	Iteration 0F: 3 clusters Score -4107636 nChanged 16687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4116778.500000 Penalty: 5207.460449
	Iteration 1F: 3 clusters Score -4116778 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4117296.250000 Penalty: 5207.460449
	Iteration 2Q: 3 clusters Score -4117296 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4117845.750000 Penalty: 5207.460449
	Iteration 3Q: 3 clusters Score -4117846 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4118415.750000 Penalty: 5207.460449
	Iteration 4Q: 3 clusters Score -4118416 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -4119141.750000 Penalty: 5207.460449
	Iteration 5Q: 3 clusters Score -4119142 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4120159.250000 Penalty: 5207.460449
	Iteration 6F: 3 clusters Score -4120159 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4121595.000000 Penalty: 5207.460449
	Iteration 7F: 3 clusters Score -4121595 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -4123524.250000 Penalty: 5207.460449
	Iteration 8F: 3 clusters Score -4123524 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4125796.250000 Penalty: 5207.460449
	Iteration 9F: 3 clusters Score -4125796 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4127764.500000 Penalty: 5207.460449
	Iteration 10F: 3 clusters Score -4127764 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4129045.000000 Penalty: 5207.460449
	Iteration 11Q: 3 clusters Score -4129045 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4129606.750000 Penalty: 5207.460449
	Iteration 12Q: 3 clusters Score -4129607 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4129889.750000 Penalty: 5207.460449
	Iteration 13Q: 3 clusters Score -4129890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4130013.750000 Penalty: 5207.460449
	Iteration 14Q: 3 clusters Score -4130014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4130074.750000 Penalty: 5207.460449
	Iteration 15Q: 3 clusters Score -4130075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4130097.250000 Penalty: 5207.460449
	Iteration 16Q: 3 clusters Score -4130097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4130125.750000 Penalty: 5207.460449
	Iteration 17Q: 3 clusters Score -4130126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4130152.250000 Penalty: 5207.460449
	Iteration 18Q: 3 clusters Score -4130152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4130166.250000 Penalty: 5207.460449
	Iteration 19Q: 3 clusters Score -4130166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4130195.750000 Penalty: 5207.460449
	Iteration 20F: 3 clusters Score -4130196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4130210.250000 Penalty: 5207.460449
	Iteration 21Q: 3 clusters Score -4130210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4130226.250000 Penalty: 5207.460449
	Iteration 22Q: 3 clusters Score -4130226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4130237.000000 Penalty: 5207.460449
	Iteration 23Q: 3 clusters Score -4130237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4130246.500000 Penalty: 5207.460449
	Iteration 24Q: 3 clusters Score -4130246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4130249.750000 Penalty: 5207.460449
	Iteration 25Q: 3 clusters Score -4130250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4130249.750000 Penalty: 5207.460449
	Iteration 26F: 3 clusters Score -4130250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Entering Unmasked Estep 
Score: -953147.062500 Penalty: 2239.711426
	Iteration 0F: 2 clusters Score -953147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -946440.375000 Penalty: 4479.422852
	Iteration 0F: 3 clusters Score -946440.4 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -948193.437500 Penalty: 4479.422852
	Iteration 1F: 3 clusters Score -948193.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -948471.437500 Penalty: 4479.422852
	Iteration 2F: 3 clusters Score -948471.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -948634.875000 Penalty: 4479.422852
	Iteration 3Q: 3 clusters Score -948634.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -948772.937500 Penalty: 4479.422852
	Iteration 4Q: 3 clusters Score -948772.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -948886.187500 Penalty: 4479.422852
	Iteration 5Q: 3 clusters Score -948886.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -948984.750000 Penalty: 4479.422852
	Iteration 6Q: 3 clusters Score -948984.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -949077.000000 Penalty: 4479.422852
	Iteration 7Q: 3 clusters Score -949077 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -949159.250000 Penalty: 4479.422852
	Iteration 8Q: 3 clusters Score -949159.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -949246.750000 Penalty: 4479.422852
	Iteration 9Q: 3 clusters Score -949246.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -949329.812500 Penalty: 4479.422852
	Iteration 10Q: 3 clusters Score -949329.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -949393.750000 Penalty: 4479.422852
	Iteration 11Q: 3 clusters Score -949393.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -949466.375000 Penalty: 4479.422852
	Iteration 12Q: 3 clusters Score -949466.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -949537.375000 Penalty: 4479.422852
	Iteration 13Q: 3 clusters Score -949537.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -949614.312500 Penalty: 4479.422852
	Iteration 14Q: 3 clusters Score -949614.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -949701.000000 Penalty: 4479.422852
	Iteration 15Q: 3 clusters Score -949701 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -949794.250000 Penalty: 4479.422852
	Iteration 16Q: 3 clusters Score -949794.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -949884.312500 Penalty: 4479.422852
	Iteration 17Q: 3 clusters Score -949884.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -949978.000000 Penalty: 4479.422852
	Iteration 18Q: 3 clusters Score -949978 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -950082.312500 Penalty: 4479.422852
	Iteration 19Q: 3 clusters Score -950082.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -950207.062500 Penalty: 4479.422852
	Iteration 20F: 3 clusters Score -950207.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -950336.812500 Penalty: 4479.422852
	Iteration 21Q: 3 clusters Score -950336.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -950467.250000 Penalty: 4479.422852
	Iteration 22Q: 3 clusters Score -950467.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -950581.750000 Penalty: 4479.422852
	Iteration 23Q: 3 clusters Score -950581.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -950678.812500 Penalty: 4479.422852
	Iteration 24Q: 3 clusters Score -950678.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -950754.812500 Penalty: 4479.422852
	Iteration 25Q: 3 clusters Score -950754.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -950821.687500 Penalty: 4479.422852
	Iteration 26Q: 3 clusters Score -950821.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -950862.437500 Penalty: 4479.422852
	Iteration 27Q: 3 clusters Score -950862.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -950887.625000 Penalty: 4479.422852
	Iteration 28Q: 3 clusters Score -950887.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -950902.937500 Penalty: 4479.422852
	Iteration 29Q: 3 clusters Score -950902.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -950913.250000 Penalty: 4479.422852
	Iteration 30Q: 3 clusters Score -950913.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -950921.875000 Penalty: 4479.422852
	Iteration 31Q: 3 clusters Score -950921.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -950928.500000 Penalty: 4479.422852
	Iteration 32Q: 3 clusters Score -950928.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -950934.750000 Penalty: 4479.422852
	Iteration 33Q: 3 clusters Score -950934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -950936.562500 Penalty: 4479.422852
	Iteration 34Q: 3 clusters Score -950936.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -950945.437500 Penalty: 4479.422852
	Iteration 35Q: 3 clusters Score -950945.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -950949.687500 Penalty: 4479.422852
	Iteration 36Q: 3 clusters Score -950949.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -950953.937500 Penalty: 4479.422852
	Iteration 37Q: 3 clusters Score -950953.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -950958.812500 Penalty: 4479.422852
	Iteration 38Q: 3 clusters Score -950958.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -950968.250000 Penalty: 4479.422852
	Iteration 39Q: 3 clusters Score -950968.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -950973.875000 Penalty: 4479.422852
	Iteration 40F: 3 clusters Score -950973.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -950978.937500 Penalty: 4479.422852
	Iteration 41Q: 3 clusters Score -950978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -950985.062500 Penalty: 4479.422852
	Iteration 42Q: 3 clusters Score -950985.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -950988.562500 Penalty: 4479.422852
	Iteration 43Q: 3 clusters Score -950988.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -950996.000000 Penalty: 4479.422852
	Iteration 44Q: 3 clusters Score -950996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -951001.250000 Penalty: 4479.422852
	Iteration 45Q: 3 clusters Score -951001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -951001.375000 Penalty: 4479.422852
	Iteration 46Q: 3 clusters Score -951001.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -951005.437500 Penalty: 4479.422852
	Iteration 47Q: 3 clusters Score -951005.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -951010.750000 Penalty: 4479.422852
	Iteration 48Q: 3 clusters Score -951010.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -951015.750000 Penalty: 4479.422852
	Iteration 49Q: 3 clusters Score -951015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -951018.937500 Penalty: 4479.422852
	Iteration 50Q: 3 clusters Score -951018.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -951024.562500 Penalty: 4479.422852
	Iteration 51Q: 3 clusters Score -951024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -951024.687500 Penalty: 4479.422852
	Iteration 52Q: 3 clusters Score -951024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -951024.187500 Penalty: 4479.422852
	Iteration 53Q: 3 clusters Score -951024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -951028.125000 Penalty: 4479.422852
	Iteration 54Q: 3 clusters Score -951028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -951031.750000 Penalty: 4479.422852
	Iteration 55Q: 3 clusters Score -951031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -951032.625000 Penalty: 4479.422852
	Iteration 56Q: 3 clusters Score -951032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -951032.875000 Penalty: 4479.422852
	Iteration 57Q: 3 clusters Score -951032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -951033.312500 Penalty: 4479.422852
	Iteration 58Q: 3 clusters Score -951033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -951037.812500 Penalty: 4479.422852
	Iteration 59Q: 3 clusters Score -951037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -951037.125000 Penalty: 4479.422852
	Iteration 60F: 3 clusters Score -951037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -951038.250000 Penalty: 4479.422852
	Iteration 61Q: 3 clusters Score -951038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -951041.250000 Penalty: 4479.422852
	Iteration 62Q: 3 clusters Score -951041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -951042.500000 Penalty: 4479.422852
	Iteration 63Q: 3 clusters Score -951042.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -951044.062500 Penalty: 4479.422852
	Iteration 64Q: 3 clusters Score -951044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -951043.125000 Penalty: 4479.422852
	Iteration 65Q: 3 clusters Score -951043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -951045.750000 Penalty: 4479.422852
	Iteration 66Q: 3 clusters Score -951045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -951044.687500 Penalty: 4479.422852
	Iteration 67Q: 3 clusters Score -951044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -951046.812500 Penalty: 4479.422852
	Iteration 68Q: 3 clusters Score -951046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -951049.312500 Penalty: 4479.422852
	Iteration 69Q: 3 clusters Score -951049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -951047.562500 Penalty: 4479.422852
	Iteration 70Q: 3 clusters Score -951047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -951050.437500 Penalty: 4479.422852
	Iteration 71Q: 3 clusters Score -951050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -951051.750000 Penalty: 4479.422852
	Iteration 72Q: 3 clusters Score -951051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -951053.562500 Penalty: 4479.422852
	Iteration 73Q: 3 clusters Score -951053.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -951055.250000 Penalty: 4479.422852
	Iteration 74Q: 3 clusters Score -951055.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -951059.250000 Penalty: 4479.422852
	Iteration 75Q: 3 clusters Score -951059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -951059.187500 Penalty: 4479.422852
	Iteration 76Q: 3 clusters Score -951059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -951058.750000 Penalty: 4479.422852
	Iteration 77Q: 3 clusters Score -951058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -951060.187500 Penalty: 4479.422852
	Iteration 78Q: 3 clusters Score -951060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -951060.187500 Penalty: 4479.422852
	Iteration 79F: 3 clusters Score -951060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230323 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40475 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 103789 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241171 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35273 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 70802.812500
Iteration 319Q: 22 clusters Score -8.859085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230314 members 
Mstep: Class 2 contains 19128 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40479 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 103789 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241173 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35275 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 70802.812500
Iteration 320F: 22 clusters Score -8.859081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230317 members 
Mstep: Class 2 contains 19129 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40477 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 103785 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241171 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35272 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 70802.812500
Iteration 321Q: 22 clusters Score -8.859082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230310 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 103786 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241175 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35273 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 70802.812500
Iteration 322Q: 22 clusters Score -8.859087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230305 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 11 contains 103784 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241177 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35277 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590896.000000 Penalty: 70802.812500
Iteration 323Q: 22 clusters Score -8.85909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40475 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 103783 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241179 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35275 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590864.000000 Penalty: 70802.812500
Iteration 324Q: 22 clusters Score -8.859086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230306 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40475 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5621 members 
Mstep: Class 11 contains 103782 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241182 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35274 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 70802.812500
Iteration 325Q: 22 clusters Score -8.859086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230305 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40475 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241186 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35274 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 70802.812500
Iteration 326Q: 22 clusters Score -8.859083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230301 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40477 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241188 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35274 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 70802.812500
Iteration 327Q: 22 clusters Score -8.859082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40474 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103777 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241188 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35275 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590800.000000 Penalty: 70802.812500
Iteration 328Q: 22 clusters Score -8.85908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230305 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40472 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103777 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241188 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35276 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590800.000000 Penalty: 70802.812500
Iteration 329Q: 22 clusters Score -8.85908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230305 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40472 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241185 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35277 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590792.000000 Penalty: 70802.812500
Iteration 330Q: 22 clusters Score -8.859079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40471 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241185 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35278 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590760.000000 Penalty: 70802.812500
Iteration 331Q: 22 clusters Score -8.859076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40470 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241184 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590736.000000 Penalty: 70802.812500
Iteration 332Q: 22 clusters Score -8.859074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230303 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40471 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241182 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590760.000000 Penalty: 70802.812500
Iteration 333Q: 22 clusters Score -8.859076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230300 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40473 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241182 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590744.000000 Penalty: 70802.812500
Iteration 334Q: 22 clusters Score -8.859074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40474 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241177 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590728.000000 Penalty: 70802.812500
Iteration 335Q: 22 clusters Score -8.859073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40474 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241173 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590752.000000 Penalty: 70802.812500
Iteration 336Q: 22 clusters Score -8.859075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40475 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103777 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241173 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590752.000000 Penalty: 70802.812500
Iteration 337Q: 22 clusters Score -8.859075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103776 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241173 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590776.000000 Penalty: 70802.812500
Iteration 338Q: 22 clusters Score -8.859078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230306 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103776 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241174 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590824.000000 Penalty: 70802.812500
Iteration 339Q: 22 clusters Score -8.859082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230306 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103775 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241175 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 70802.812500
Iteration 340F: 22 clusters Score -8.859084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103775 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241175 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590824.000000 Penalty: 70802.812500
Iteration 341Q: 22 clusters Score -8.859082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230306 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103775 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241176 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590800.000000 Penalty: 70802.812500
Iteration 342Q: 22 clusters Score -8.85908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40475 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103775 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241179 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590792.000000 Penalty: 70802.812500
Iteration 343Q: 22 clusters Score -8.859079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230303 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103774 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241180 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590800.000000 Penalty: 70802.812500
Iteration 344Q: 22 clusters Score -8.85908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230302 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103774 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241180 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35280 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590792.000000 Penalty: 70802.812500
Iteration 345Q: 22 clusters Score -8.859079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230302 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103774 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241181 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35280 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 70802.812500
Iteration 346Q: 22 clusters Score -8.859083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230300 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103775 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241181 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35280 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 70802.812500
Iteration 347Q: 22 clusters Score -8.859081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230301 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103773 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241181 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35281 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 70802.812500
Iteration 348Q: 22 clusters Score -8.859082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230301 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103773 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241181 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35281 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 70802.812500
Iteration 349Q: 22 clusters Score -8.859082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230303 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103771 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241181 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35281 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 70802.812500
Iteration 350Q: 22 clusters Score -8.859082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103770 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241181 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35281 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 70802.812500
Iteration 351Q: 22 clusters Score -8.859083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19131 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 103770 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 241181 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 20 contains 35281 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 70802.812500
Iteration 352F: 22 clusters Score -8.859083e+07 nChanged 0
Entering ConstructFrom: 
Score: -88590832.000000 Penalty: 70802.812500
Entering ConstructFrom: 
Trying to split cluster 1 (230304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230304 members 
Entering Unmasked Estep 
Score: -25825484.000000 Penalty: 3062.094482
	Iteration 0F: 2 clusters Score -2.582548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -25676668.000000 Penalty: 6124.188965
	Iteration 0F: 3 clusters Score -2.567667e+07 nChanged 111198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119095 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -25742370.000000 Penalty: 6124.188965
	Iteration 1F: 3 clusters Score -2.574237e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121186 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -25743968.000000 Penalty: 6124.188965
	Iteration 2Q: 3 clusters Score -2.574397e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124328 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -25746056.000000 Penalty: 6124.188965
	Iteration 3Q: 3 clusters Score -2.574606e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128961 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -25748638.000000 Penalty: 6124.188965
	Iteration 4Q: 3 clusters Score -2.574864e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136048 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -25752506.000000 Penalty: 6124.188965
	Iteration 5Q: 3 clusters Score -2.575251e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -25758730.000000 Penalty: 6124.188965
	Iteration 6Q: 3 clusters Score -2.575873e+07 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159930 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -25767596.000000 Penalty: 6124.188965
	Iteration 7F: 3 clusters Score -2.57676e+07 nChanged 17689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -25781478.000000 Penalty: 6124.188965
	Iteration 8F: 3 clusters Score -2.578148e+07 nChanged 18757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196156 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -25797572.000000 Penalty: 6124.188965
	Iteration 9F: 3 clusters Score -2.579757e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212012 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -25811340.000000 Penalty: 6124.188965
	Iteration 10F: 3 clusters Score -2.581134e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221822 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -25819150.000000 Penalty: 6124.188965
	Iteration 11Q: 3 clusters Score -2.581915e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226679 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -25821606.000000 Penalty: 6124.188965
	Iteration 12Q: 3 clusters Score -2.582161e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228690 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -25822442.000000 Penalty: 6124.188965
	Iteration 13Q: 3 clusters Score -2.582244e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229388 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25822758.000000 Penalty: 6124.188965
	Iteration 14Q: 3 clusters Score -2.582276e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229634 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -25822862.000000 Penalty: 6124.188965
	Iteration 15Q: 3 clusters Score -2.582286e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -25822918.000000 Penalty: 6124.188965
	Iteration 16Q: 3 clusters Score -2.582292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229756 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -25822966.000000 Penalty: 6124.188965
	Iteration 17Q: 3 clusters Score -2.582297e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229784 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -25823022.000000 Penalty: 6124.188965
	Iteration 18Q: 3 clusters Score -2.582302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229807 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25823042.000000 Penalty: 6124.188965
	Iteration 19Q: 3 clusters Score -2.582304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -25823050.000000 Penalty: 6124.188965
	Iteration 20F: 3 clusters Score -2.582305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229828 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -25823078.000000 Penalty: 6124.188965
	Iteration 21Q: 3 clusters Score -2.582308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229836 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -25823082.000000 Penalty: 6124.188965
	Iteration 22Q: 3 clusters Score -2.582308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229837 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -25823074.000000 Penalty: 6124.188965
	Iteration 23Q: 3 clusters Score -2.582307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -25823086.000000 Penalty: 6124.188965
	Iteration 24Q: 3 clusters Score -2.582309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -25823098.000000 Penalty: 6124.188965
	Iteration 25Q: 3 clusters Score -2.58231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -25823098.000000 Penalty: 6124.188965
	Iteration 26F: 3 clusters Score -2.58231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Entering Unmasked Estep 
Score: -2174305.750000 Penalty: 2445.048096
	Iteration 0F: 2 clusters Score -2174306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2160692.750000 Penalty: 4890.096191
	Iteration 0F: 3 clusters Score -2160693 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2165328.500000 Penalty: 4890.096191
	Iteration 1F: 3 clusters Score -2165328 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2166114.750000 Penalty: 4890.096191
	Iteration 2F: 3 clusters Score -2166115 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2167187.000000 Penalty: 4890.096191
	Iteration 3F: 3 clusters Score -2167187 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2168522.250000 Penalty: 4890.096191
	Iteration 4F: 3 clusters Score -2168522 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2169914.750000 Penalty: 4890.096191
	Iteration 5F: 3 clusters Score -2169915 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2171140.750000 Penalty: 4890.096191
	Iteration 6F: 3 clusters Score -2171141 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2172064.500000 Penalty: 4890.096191
	Iteration 7F: 3 clusters Score -2172064 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2172611.750000 Penalty: 4890.096191
	Iteration 8Q: 3 clusters Score -2172612 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2172898.500000 Penalty: 4890.096191
	Iteration 9Q: 3 clusters Score -2172898 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2173093.500000 Penalty: 4890.096191
	Iteration 10Q: 3 clusters Score -2173094 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2173211.500000 Penalty: 4890.096191
	Iteration 11Q: 3 clusters Score -2173212 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2173291.500000 Penalty: 4890.096191
	Iteration 12Q: 3 clusters Score -2173292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2173354.250000 Penalty: 4890.096191
	Iteration 13Q: 3 clusters Score -2173354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2173400.750000 Penalty: 4890.096191
	Iteration 14Q: 3 clusters Score -2173401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2173427.000000 Penalty: 4890.096191
	Iteration 15Q: 3 clusters Score -2173427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2173449.500000 Penalty: 4890.096191
	Iteration 16Q: 3 clusters Score -2173450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2173467.750000 Penalty: 4890.096191
	Iteration 17Q: 3 clusters Score -2173468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2173479.000000 Penalty: 4890.096191
	Iteration 18Q: 3 clusters Score -2173479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2173495.500000 Penalty: 4890.096191
	Iteration 19Q: 3 clusters Score -2173496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2173501.000000 Penalty: 4890.096191
	Iteration 20F: 3 clusters Score -2173501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2173505.500000 Penalty: 4890.096191
	Iteration 21Q: 3 clusters Score -2173506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2173512.000000 Penalty: 4890.096191
	Iteration 22Q: 3 clusters Score -2173512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2173514.750000 Penalty: 4890.096191
	Iteration 23Q: 3 clusters Score -2173515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2173520.250000 Penalty: 4890.096191
	Iteration 24Q: 3 clusters Score -2173520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2173526.000000 Penalty: 4890.096191
	Iteration 25Q: 3 clusters Score -2173526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2173523.250000 Penalty: 4890.096191
	Iteration 26Q: 3 clusters Score -2173523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2173527.250000 Penalty: 4890.096191
	Iteration 27Q: 3 clusters Score -2173527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2173530.250000 Penalty: 4890.096191
	Iteration 28Q: 3 clusters Score -2173530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2173535.000000 Penalty: 4890.096191
	Iteration 29Q: 3 clusters Score -2173535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2173537.250000 Penalty: 4890.096191
	Iteration 30Q: 3 clusters Score -2173537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2173538.000000 Penalty: 4890.096191
	Iteration 31Q: 3 clusters Score -2173538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2173537.000000 Penalty: 4890.096191
	Iteration 32Q: 3 clusters Score -2173537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2173540.500000 Penalty: 4890.096191
	Iteration 33Q: 3 clusters Score -2173540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2173538.250000 Penalty: 4890.096191
	Iteration 34Q: 3 clusters Score -2173538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2173537.750000 Penalty: 4890.096191
	Iteration 35Q: 3 clusters Score -2173538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2173541.500000 Penalty: 4890.096191
	Iteration 36Q: 3 clusters Score -2173542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2173540.750000 Penalty: 4890.096191
	Iteration 37Q: 3 clusters Score -2173541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2173540.750000 Penalty: 4890.096191
	Iteration 38F: 3 clusters Score -2173541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Entering Unmasked Estep 
Score: -1599615.500000 Penalty: 2369.796387
	Iteration 0F: 2 clusters Score -1599616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1589370.625000 Penalty: 4739.592773
	Iteration 0F: 3 clusters Score -1589371 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1592621.000000 Penalty: 4739.592773
	Iteration 1F: 3 clusters Score -1592621 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1593161.750000 Penalty: 4739.592773
	Iteration 2F: 3 clusters Score -1593162 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1593767.375000 Penalty: 4739.592773
	Iteration 3F: 3 clusters Score -1593767 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1594416.000000 Penalty: 4739.592773
	Iteration 4F: 3 clusters Score -1594416 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1595137.875000 Penalty: 4739.592773
	Iteration 5F: 3 clusters Score -1595138 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1595901.000000 Penalty: 4739.592773
	Iteration 6F: 3 clusters Score -1595901 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1596611.250000 Penalty: 4739.592773
	Iteration 7F: 3 clusters Score -1596611 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1597213.375000 Penalty: 4739.592773
	Iteration 8F: 3 clusters Score -1597213 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1597651.875000 Penalty: 4739.592773
	Iteration 9Q: 3 clusters Score -1597652 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1597874.500000 Penalty: 4739.592773
	Iteration 10Q: 3 clusters Score -1597874 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1597963.875000 Penalty: 4739.592773
	Iteration 11Q: 3 clusters Score -1597964 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1598023.875000 Penalty: 4739.592773
	Iteration 12Q: 3 clusters Score -1598024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1598065.250000 Penalty: 4739.592773
	Iteration 13Q: 3 clusters Score -1598065 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1598109.125000 Penalty: 4739.592773
	Iteration 14Q: 3 clusters Score -1598109 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1598145.875000 Penalty: 4739.592773
	Iteration 15Q: 3 clusters Score -1598146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1598167.250000 Penalty: 4739.592773
	Iteration 16Q: 3 clusters Score -1598167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1598189.000000 Penalty: 4739.592773
	Iteration 17Q: 3 clusters Score -1598189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1598199.125000 Penalty: 4739.592773
	Iteration 18Q: 3 clusters Score -1598199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1598210.875000 Penalty: 4739.592773
	Iteration 19Q: 3 clusters Score -1598211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1598214.625000 Penalty: 4739.592773
	Iteration 20F: 3 clusters Score -1598215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1598221.750000 Penalty: 4739.592773
	Iteration 21Q: 3 clusters Score -1598222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1598226.500000 Penalty: 4739.592773
	Iteration 22Q: 3 clusters Score -1598226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1598231.625000 Penalty: 4739.592773
	Iteration 23Q: 3 clusters Score -1598232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1598235.000000 Penalty: 4739.592773
	Iteration 24Q: 3 clusters Score -1598235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1598241.375000 Penalty: 4739.592773
	Iteration 25Q: 3 clusters Score -1598241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1598248.500000 Penalty: 4739.592773
	Iteration 26Q: 3 clusters Score -1598248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1598249.125000 Penalty: 4739.592773
	Iteration 27Q: 3 clusters Score -1598249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1598258.000000 Penalty: 4739.592773
	Iteration 28Q: 3 clusters Score -1598258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1598261.250000 Penalty: 4739.592773
	Iteration 29Q: 3 clusters Score -1598261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1598270.875000 Penalty: 4739.592773
	Iteration 30Q: 3 clusters Score -1598271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1598278.375000 Penalty: 4739.592773
	Iteration 31Q: 3 clusters Score -1598278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1598283.375000 Penalty: 4739.592773
	Iteration 32Q: 3 clusters Score -1598283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1598287.750000 Penalty: 4739.592773
	Iteration 33Q: 3 clusters Score -1598288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1598293.500000 Penalty: 4739.592773
	Iteration 34Q: 3 clusters Score -1598294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1598296.875000 Penalty: 4739.592773
	Iteration 35Q: 3 clusters Score -1598297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1598295.125000 Penalty: 4739.592773
	Iteration 36Q: 3 clusters Score -1598295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1598299.125000 Penalty: 4739.592773
	Iteration 37Q: 3 clusters Score -1598299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1598302.500000 Penalty: 4739.592773
	Iteration 38Q: 3 clusters Score -1598302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1598309.125000 Penalty: 4739.592773
	Iteration 39Q: 3 clusters Score -1598309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1598314.875000 Penalty: 4739.592773
	Iteration 40F: 3 clusters Score -1598315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1598319.250000 Penalty: 4739.592773
	Iteration 41Q: 3 clusters Score -1598319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1598318.500000 Penalty: 4739.592773
	Iteration 42Q: 3 clusters Score -1598318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1598317.000000 Penalty: 4739.592773
	Iteration 43Q: 3 clusters Score -1598317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1598320.000000 Penalty: 4739.592773
	Iteration 44Q: 3 clusters Score -1598320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1598321.125000 Penalty: 4739.592773
	Iteration 45Q: 3 clusters Score -1598321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1598325.500000 Penalty: 4739.592773
	Iteration 46Q: 3 clusters Score -1598326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1598324.875000 Penalty: 4739.592773
	Iteration 47Q: 3 clusters Score -1598325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1598331.500000 Penalty: 4739.592773
	Iteration 48Q: 3 clusters Score -1598332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1598333.625000 Penalty: 4739.592773
	Iteration 49Q: 3 clusters Score -1598334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1598334.375000 Penalty: 4739.592773
	Iteration 50Q: 3 clusters Score -1598334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1598335.250000 Penalty: 4739.592773
	Iteration 51Q: 3 clusters Score -1598335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1598335.500000 Penalty: 4739.592773
	Iteration 52Q: 3 clusters Score -1598336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1598338.250000 Penalty: 4739.592773
	Iteration 53Q: 3 clusters Score -1598338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1598339.750000 Penalty: 4739.592773
	Iteration 54Q: 3 clusters Score -1598340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1598336.875000 Penalty: 4739.592773
	Iteration 55Q: 3 clusters Score -1598337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1598340.250000 Penalty: 4739.592773
	Iteration 56Q: 3 clusters Score -1598340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1598338.250000 Penalty: 4739.592773
	Iteration 57Q: 3 clusters Score -1598338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1598340.750000 Penalty: 4739.592773
	Iteration 58Q: 3 clusters Score -1598341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1598341.750000 Penalty: 4739.592773
	Iteration 59Q: 3 clusters Score -1598342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1598341.750000 Penalty: 4739.592773
	Iteration 60F: 3 clusters Score -1598342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Entering Unmasked Estep 
Score: -4629980.500000 Penalty: 2640.543213
	Iteration 0F: 2 clusters Score -4629980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4601515.000000 Penalty: 5281.086426
	Iteration 0F: 3 clusters Score -4601515 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4612096.500000 Penalty: 5281.086426
	Iteration 1F: 3 clusters Score -4612096 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4612707.500000 Penalty: 5281.086426
	Iteration 2Q: 3 clusters Score -4612708 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4613352.000000 Penalty: 5281.086426
	Iteration 3Q: 3 clusters Score -4613352 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4614151.500000 Penalty: 5281.086426
	Iteration 4Q: 3 clusters Score -4614152 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4615269.000000 Penalty: 5281.086426
	Iteration 5Q: 3 clusters Score -4615269 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -4616791.000000 Penalty: 5281.086426
	Iteration 6F: 3 clusters Score -4616791 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4618893.000000 Penalty: 5281.086426
	Iteration 7F: 3 clusters Score -4618893 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4621315.500000 Penalty: 5281.086426
	Iteration 8F: 3 clusters Score -4621316 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4623453.500000 Penalty: 5281.086426
	Iteration 9F: 3 clusters Score -4623454 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4625110.000000 Penalty: 5281.086426
	Iteration 10Q: 3 clusters Score -4625110 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4626152.000000 Penalty: 5281.086426
	Iteration 11Q: 3 clusters Score -4626152 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4626780.500000 Penalty: 5281.086426
	Iteration 12Q: 3 clusters Score -4626780 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4627135.500000 Penalty: 5281.086426
	Iteration 13Q: 3 clusters Score -4627136 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4627347.000000 Penalty: 5281.086426
	Iteration 14Q: 3 clusters Score -4627347 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4627489.000000 Penalty: 5281.086426
	Iteration 15Q: 3 clusters Score -4627489 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4627573.000000 Penalty: 5281.086426
	Iteration 16Q: 3 clusters Score -4627573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4627633.500000 Penalty: 5281.086426
	Iteration 17Q: 3 clusters Score -4627634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4627677.000000 Penalty: 5281.086426
	Iteration 18Q: 3 clusters Score -4627677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4627716.500000 Penalty: 5281.086426
	Iteration 19Q: 3 clusters Score -4627716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4627731.000000 Penalty: 5281.086426
	Iteration 20F: 3 clusters Score -4627731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4627760.000000 Penalty: 5281.086426
	Iteration 21Q: 3 clusters Score -4627760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4627773.000000 Penalty: 5281.086426
	Iteration 22Q: 3 clusters Score -4627773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4627791.000000 Penalty: 5281.086426
	Iteration 23Q: 3 clusters Score -4627791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4627794.500000 Penalty: 5281.086426
	Iteration 24Q: 3 clusters Score -4627794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4627804.500000 Penalty: 5281.086426
	Iteration 25Q: 3 clusters Score -4627804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4627808.500000 Penalty: 5281.086426
	Iteration 26Q: 3 clusters Score -4627808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4627802.000000 Penalty: 5281.086426
	Iteration 27Q: 3 clusters Score -4627802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4627803.500000 Penalty: 5281.086426
	Iteration 28Q: 3 clusters Score -4627804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4627802.500000 Penalty: 5281.086426
	Iteration 29Q: 3 clusters Score -4627802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4627810.000000 Penalty: 5281.086426
	Iteration 30Q: 3 clusters Score -4627810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4627811.000000 Penalty: 5281.086426
	Iteration 31Q: 3 clusters Score -4627811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4627814.000000 Penalty: 5281.086426
	Iteration 32Q: 3 clusters Score -4627814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4627814.000000 Penalty: 5281.086426
	Iteration 33F: 3 clusters Score -4627814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -648968.000000 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -648968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -643996.125000 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -643996.1 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -645177.187500 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -645177.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -645374.937500 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -645374.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -645496.062500 Penalty: 4285.147949
	Iteration 3Q: 3 clusters Score -645496.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -645578.000000 Penalty: 4285.147949
	Iteration 4Q: 3 clusters Score -645578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -645629.375000 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -645629.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -645677.937500 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -645677.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -645726.000000 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -645726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -645772.312500 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -645772.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -645828.125000 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -645828.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -645890.750000 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -645890.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -645960.875000 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -645960.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -646028.750000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -646028.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -646109.125000 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -646109.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -646191.312500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -646191.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -646284.312500 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -646284.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -646375.125000 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -646375.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -646462.125000 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -646462.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -646547.062500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -646547.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -646623.812500 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -646623.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -646697.125000 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -646697.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -646774.875000 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -646774.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -646827.562500 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -646827.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -646885.500000 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -646885.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -646920.375000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -646920.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -646963.437500 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -646963.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -646999.312500 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -646999.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -647026.000000 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -647026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -647045.812500 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -647045.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -647061.875000 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -647061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -647074.125000 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -647074.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -647078.000000 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -647078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -647083.562500 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -647083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -647087.125000 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -647087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -647093.750000 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -647093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -647102.125000 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -647102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -647105.250000 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -647105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -647105.187500 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -647105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -647105.375000 Penalty: 4285.147949
	Iteration 38Q: 3 clusters Score -647105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -647105.375000 Penalty: 4285.147949
	Iteration 39F: 3 clusters Score -647105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Entering Unmasked Estep 
Score: -4578734.500000 Penalty: 2630.899170
	Iteration 0F: 2 clusters Score -4578734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4551216.000000 Penalty: 5261.798340
	Iteration 0F: 3 clusters Score -4551216 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4561610.500000 Penalty: 5261.798340
	Iteration 1F: 3 clusters Score -4561610 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4562285.500000 Penalty: 5261.798340
	Iteration 2Q: 3 clusters Score -4562286 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -4563014.500000 Penalty: 5261.798340
	Iteration 3Q: 3 clusters Score -4563014 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4563988.500000 Penalty: 5261.798340
	Iteration 4F: 3 clusters Score -4563988 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4565264.000000 Penalty: 5261.798340
	Iteration 5F: 3 clusters Score -4565264 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4566895.500000 Penalty: 5261.798340
	Iteration 6F: 3 clusters Score -4566896 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -4568788.500000 Penalty: 5261.798340
	Iteration 7F: 3 clusters Score -4568788 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4570644.500000 Penalty: 5261.798340
	Iteration 8F: 3 clusters Score -4570644 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4572378.000000 Penalty: 5261.798340
	Iteration 9F: 3 clusters Score -4572378 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4573891.500000 Penalty: 5261.798340
	Iteration 10Q: 3 clusters Score -4573892 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4575165.000000 Penalty: 5261.798340
	Iteration 11Q: 3 clusters Score -4575165 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4575987.500000 Penalty: 5261.798340
	Iteration 12Q: 3 clusters Score -4575988 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -4576457.500000 Penalty: 5261.798340
	Iteration 13Q: 3 clusters Score -4576458 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4576670.500000 Penalty: 5261.798340
	Iteration 14Q: 3 clusters Score -4576670 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4576774.000000 Penalty: 5261.798340
	Iteration 15Q: 3 clusters Score -4576774 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4576853.000000 Penalty: 5261.798340
	Iteration 16Q: 3 clusters Score -4576853 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4576897.500000 Penalty: 5261.798340
	Iteration 17Q: 3 clusters Score -4576898 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -4576942.500000 Penalty: 5261.798340
	Iteration 18Q: 3 clusters Score -4576942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -4576966.000000 Penalty: 5261.798340
	Iteration 19Q: 3 clusters Score -4576966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -4576975.000000 Penalty: 5261.798340
	Iteration 20F: 3 clusters Score -4576975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -4576978.500000 Penalty: 5261.798340
	Iteration 21Q: 3 clusters Score -4576978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -4576985.500000 Penalty: 5261.798340
	Iteration 22Q: 3 clusters Score -4576986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -4576998.000000 Penalty: 5261.798340
	Iteration 23Q: 3 clusters Score -4576998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4577004.000000 Penalty: 5261.798340
	Iteration 24Q: 3 clusters Score -4577004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -4577017.500000 Penalty: 5261.798340
	Iteration 25Q: 3 clusters Score -4577018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4577009.500000 Penalty: 5261.798340
	Iteration 26Q: 3 clusters Score -4577010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -4577027.500000 Penalty: 5261.798340
	Iteration 27Q: 3 clusters Score -4577028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4577020.500000 Penalty: 5261.798340
	Iteration 28Q: 3 clusters Score -4577020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4577024.000000 Penalty: 5261.798340
	Iteration 29Q: 3 clusters Score -4577024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -4577025.500000 Penalty: 5261.798340
	Iteration 30Q: 3 clusters Score -4577026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -4577025.500000 Penalty: 5261.798340
	Iteration 31Q: 3 clusters Score -4577026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4577026.000000 Penalty: 5261.798340
	Iteration 32Q: 3 clusters Score -4577026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4577029.500000 Penalty: 5261.798340
	Iteration 33Q: 3 clusters Score -4577030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -4577030.000000 Penalty: 5261.798340
	Iteration 34Q: 3 clusters Score -4577030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4577025.000000 Penalty: 5261.798340
	Iteration 35Q: 3 clusters Score -4577025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4577025.000000 Penalty: 5261.798340
	Iteration 36F: 3 clusters Score -4577025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -102984.265625 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -102984.3 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 494 members 
Entering Unmasked Estep 
Score: -101066.976562 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -101067 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101312.789062 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -101312.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101384.671875 Penalty: 3413.689209
	Iteration 2Q: 3 clusters Score -101384.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101418.296875 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -101418.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101439.117188 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -101439.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101457.148438 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -101457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101465.703125 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -101465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -101471.617188 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -101471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101477.320312 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -101477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101480.421875 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -101480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101483.937500 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -101483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101488.843750 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -101488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101490.710938 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -101490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101492.468750 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -101492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101493.195312 Penalty: 3413.689209
	Iteration 14Q: 3 clusters Score -101493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101493.195312 Penalty: 3413.689209
	Iteration 15F: 3 clusters Score -101493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -320836.187500 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -320836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -317613.000000 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -317613 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -318298.125000 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -318298.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -318505.281250 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -318505.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -318680.875000 Penalty: 3948.320557
	Iteration 3F: 3 clusters Score -318680.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -318783.812500 Penalty: 3948.320557
	Iteration 4Q: 3 clusters Score -318783.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -318849.281250 Penalty: 3948.320557
	Iteration 5Q: 3 clusters Score -318849.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -318898.562500 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -318898.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -318939.000000 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -318939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -318976.718750 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -318976.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -319012.500000 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -319012.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -319059.562500 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -319059.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -319094.625000 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -319094.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -319128.968750 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -319129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -319154.156250 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -319154.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -319163.031250 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -319163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -319171.656250 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -319171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -319180.875000 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -319180.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -319191.593750 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -319191.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -319198.250000 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -319198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -319204.218750 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -319204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -319208.906250 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -319208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -319210.656250 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -319210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -319212.718750 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -319212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -319214.156250 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -319214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -319215.593750 Penalty: 3948.320557
	Iteration 24Q: 3 clusters Score -319215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -319218.468750 Penalty: 3948.320557
	Iteration 25Q: 3 clusters Score -319218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -319221.906250 Penalty: 3948.320557
	Iteration 26Q: 3 clusters Score -319221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -319223.687500 Penalty: 3948.320557
	Iteration 27Q: 3 clusters Score -319223.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -319227.375000 Penalty: 3948.320557
	Iteration 28Q: 3 clusters Score -319227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -319230.437500 Penalty: 3948.320557
	Iteration 29Q: 3 clusters Score -319230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -319234.875000 Penalty: 3948.320557
	Iteration 30Q: 3 clusters Score -319234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -319236.343750 Penalty: 3948.320557
	Iteration 31Q: 3 clusters Score -319236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -319236.875000 Penalty: 3948.320557
	Iteration 32Q: 3 clusters Score -319236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -319240.062500 Penalty: 3948.320557
	Iteration 33Q: 3 clusters Score -319240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -319241.656250 Penalty: 3948.320557
	Iteration 34Q: 3 clusters Score -319241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -319242.656250 Penalty: 3948.320557
	Iteration 35Q: 3 clusters Score -319242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -319242.656250 Penalty: 3948.320557
	Iteration 36F: 3 clusters Score -319242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -90281.781250 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -90281.78 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 425 members 
Entering Unmasked Estep 
Score: -88386.531250 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -88386.53 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88674.007812 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -88674.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88772.109375 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -88772.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88818.796875 Penalty: 3360.581787
	Iteration 3Q: 3 clusters Score -88818.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88859.820312 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -88859.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88888.093750 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -88888.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88903.726562 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -88903.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88911.218750 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -88911.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88913.992188 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -88913.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88919.835938 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -88919.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88920.976562 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -88920.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88920.976562 Penalty: 3360.581787
	Iteration 11F: 3 clusters Score -88920.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Entering Unmasked Estep 
Score: -583193.312500 Penalty: 2141.474121
	Iteration 0F: 2 clusters Score -583193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -578326.437500 Penalty: 4282.948242
	Iteration 0F: 3 clusters Score -578326.4 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -579484.625000 Penalty: 4282.948242
	Iteration 1F: 3 clusters Score -579484.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -579687.187500 Penalty: 4282.948242
	Iteration 2F: 3 clusters Score -579687.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -579838.875000 Penalty: 4282.948242
	Iteration 3Q: 3 clusters Score -579838.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -579973.250000 Penalty: 4282.948242
	Iteration 4Q: 3 clusters Score -579973.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -580086.500000 Penalty: 4282.948242
	Iteration 5Q: 3 clusters Score -580086.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -580183.437500 Penalty: 4282.948242
	Iteration 6Q: 3 clusters Score -580183.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -580256.500000 Penalty: 4282.948242
	Iteration 7Q: 3 clusters Score -580256.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -580320.937500 Penalty: 4282.948242
	Iteration 8Q: 3 clusters Score -580320.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -580367.062500 Penalty: 4282.948242
	Iteration 9Q: 3 clusters Score -580367.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -580416.000000 Penalty: 4282.948242
	Iteration 10Q: 3 clusters Score -580416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -580458.125000 Penalty: 4282.948242
	Iteration 11Q: 3 clusters Score -580458.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -580496.375000 Penalty: 4282.948242
	Iteration 12Q: 3 clusters Score -580496.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -580523.187500 Penalty: 4282.948242
	Iteration 13Q: 3 clusters Score -580523.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -580540.187500 Penalty: 4282.948242
	Iteration 14Q: 3 clusters Score -580540.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -580555.375000 Penalty: 4282.948242
	Iteration 15Q: 3 clusters Score -580555.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -580570.312500 Penalty: 4282.948242
	Iteration 16Q: 3 clusters Score -580570.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -580582.062500 Penalty: 4282.948242
	Iteration 17Q: 3 clusters Score -580582.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -580596.000000 Penalty: 4282.948242
	Iteration 18Q: 3 clusters Score -580596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -580609.500000 Penalty: 4282.948242
	Iteration 19Q: 3 clusters Score -580609.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -580627.500000 Penalty: 4282.948242
	Iteration 20F: 3 clusters Score -580627.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -580643.750000 Penalty: 4282.948242
	Iteration 21Q: 3 clusters Score -580643.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -580656.687500 Penalty: 4282.948242
	Iteration 22Q: 3 clusters Score -580656.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -580664.437500 Penalty: 4282.948242
	Iteration 23Q: 3 clusters Score -580664.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -580672.125000 Penalty: 4282.948242
	Iteration 24Q: 3 clusters Score -580672.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -580684.437500 Penalty: 4282.948242
	Iteration 25Q: 3 clusters Score -580684.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -580696.812500 Penalty: 4282.948242
	Iteration 26Q: 3 clusters Score -580696.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -580709.625000 Penalty: 4282.948242
	Iteration 27Q: 3 clusters Score -580709.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -580725.187500 Penalty: 4282.948242
	Iteration 28Q: 3 clusters Score -580725.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -580739.562500 Penalty: 4282.948242
	Iteration 29Q: 3 clusters Score -580739.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -580761.187500 Penalty: 4282.948242
	Iteration 30Q: 3 clusters Score -580761.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -580781.312500 Penalty: 4282.948242
	Iteration 31Q: 3 clusters Score -580781.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -580802.750000 Penalty: 4282.948242
	Iteration 32Q: 3 clusters Score -580802.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -580826.562500 Penalty: 4282.948242
	Iteration 33Q: 3 clusters Score -580826.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -580852.562500 Penalty: 4282.948242
	Iteration 34Q: 3 clusters Score -580852.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -580872.875000 Penalty: 4282.948242
	Iteration 35Q: 3 clusters Score -580872.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -580895.812500 Penalty: 4282.948242
	Iteration 36Q: 3 clusters Score -580895.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -580916.062500 Penalty: 4282.948242
	Iteration 37Q: 3 clusters Score -580916.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -580928.812500 Penalty: 4282.948242
	Iteration 38Q: 3 clusters Score -580928.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -580940.375000 Penalty: 4282.948242
	Iteration 39Q: 3 clusters Score -580940.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -580951.437500 Penalty: 4282.948242
	Iteration 40F: 3 clusters Score -580951.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -580965.625000 Penalty: 4282.948242
	Iteration 41Q: 3 clusters Score -580965.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -580984.187500 Penalty: 4282.948242
	Iteration 42Q: 3 clusters Score -580984.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -580997.875000 Penalty: 4282.948242
	Iteration 43Q: 3 clusters Score -580997.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -581012.125000 Penalty: 4282.948242
	Iteration 44Q: 3 clusters Score -581012.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -581024.187500 Penalty: 4282.948242
	Iteration 45Q: 3 clusters Score -581024.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -581035.000000 Penalty: 4282.948242
	Iteration 46Q: 3 clusters Score -581035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -581052.562500 Penalty: 4282.948242
	Iteration 47Q: 3 clusters Score -581052.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -581070.250000 Penalty: 4282.948242
	Iteration 48Q: 3 clusters Score -581070.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -581087.500000 Penalty: 4282.948242
	Iteration 49Q: 3 clusters Score -581087.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -581104.625000 Penalty: 4282.948242
	Iteration 50Q: 3 clusters Score -581104.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -581125.250000 Penalty: 4282.948242
	Iteration 51Q: 3 clusters Score -581125.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -581156.000000 Penalty: 4282.948242
	Iteration 52Q: 3 clusters Score -581156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -581197.937500 Penalty: 4282.948242
	Iteration 53Q: 3 clusters Score -581197.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -581236.687500 Penalty: 4282.948242
	Iteration 54Q: 3 clusters Score -581236.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -581285.750000 Penalty: 4282.948242
	Iteration 55Q: 3 clusters Score -581285.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -581346.500000 Penalty: 4282.948242
	Iteration 56Q: 3 clusters Score -581346.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -581402.437500 Penalty: 4282.948242
	Iteration 57Q: 3 clusters Score -581402.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -581467.937500 Penalty: 4282.948242
	Iteration 58Q: 3 clusters Score -581467.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -581529.187500 Penalty: 4282.948242
	Iteration 59Q: 3 clusters Score -581529.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -581588.375000 Penalty: 4282.948242
	Iteration 60F: 3 clusters Score -581588.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -581648.875000 Penalty: 4282.948242
	Iteration 61Q: 3 clusters Score -581648.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -581705.312500 Penalty: 4282.948242
	Iteration 62Q: 3 clusters Score -581705.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -581743.312500 Penalty: 4282.948242
	Iteration 63Q: 3 clusters Score -581743.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -581776.187500 Penalty: 4282.948242
	Iteration 64Q: 3 clusters Score -581776.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -581804.187500 Penalty: 4282.948242
	Iteration 65Q: 3 clusters Score -581804.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -581828.500000 Penalty: 4282.948242
	Iteration 66Q: 3 clusters Score -581828.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -581845.437500 Penalty: 4282.948242
	Iteration 67Q: 3 clusters Score -581845.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -581859.687500 Penalty: 4282.948242
	Iteration 68Q: 3 clusters Score -581859.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -581872.000000 Penalty: 4282.948242
	Iteration 69Q: 3 clusters Score -581872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -581880.750000 Penalty: 4282.948242
	Iteration 70Q: 3 clusters Score -581880.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -581886.500000 Penalty: 4282.948242
	Iteration 71Q: 3 clusters Score -581886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -581892.500000 Penalty: 4282.948242
	Iteration 72Q: 3 clusters Score -581892.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -581900.562500 Penalty: 4282.948242
	Iteration 73Q: 3 clusters Score -581900.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -581906.937500 Penalty: 4282.948242
	Iteration 74Q: 3 clusters Score -581906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -581911.125000 Penalty: 4282.948242
	Iteration 75Q: 3 clusters Score -581911.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -581919.187500 Penalty: 4282.948242
	Iteration 76Q: 3 clusters Score -581919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -581925.375000 Penalty: 4282.948242
	Iteration 77Q: 3 clusters Score -581925.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -581929.250000 Penalty: 4282.948242
	Iteration 78Q: 3 clusters Score -581929.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -581932.687500 Penalty: 4282.948242
	Iteration 79Q: 3 clusters Score -581932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -581935.937500 Penalty: 4282.948242
	Iteration 80F: 3 clusters Score -581935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -581937.375000 Penalty: 4282.948242
	Iteration 81Q: 3 clusters Score -581937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -581941.937500 Penalty: 4282.948242
	Iteration 82Q: 3 clusters Score -581941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -581942.750000 Penalty: 4282.948242
	Iteration 83Q: 3 clusters Score -581942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -581945.312500 Penalty: 4282.948242
	Iteration 84Q: 3 clusters Score -581945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -581946.937500 Penalty: 4282.948242
	Iteration 85Q: 3 clusters Score -581946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -581948.625000 Penalty: 4282.948242
	Iteration 86Q: 3 clusters Score -581948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -581950.562500 Penalty: 4282.948242
	Iteration 87Q: 3 clusters Score -581950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -581949.750000 Penalty: 4282.948242
	Iteration 88Q: 3 clusters Score -581949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -581950.875000 Penalty: 4282.948242
	Iteration 89Q: 3 clusters Score -581950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -581951.750000 Penalty: 4282.948242
	Iteration 90Q: 3 clusters Score -581951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -581952.250000 Penalty: 4282.948242
	Iteration 91Q: 3 clusters Score -581952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -581952.250000 Penalty: 4282.948242
	Iteration 92F: 3 clusters Score -581952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Entering Unmasked Estep 
Score: -11681061.000000 Penalty: 2864.383301
	Iteration 0F: 2 clusters Score -1.168106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -11611574.000000 Penalty: 5728.766602
	Iteration 0F: 3 clusters Score -1.161157e+07 nChanged 49237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -11640198.000000 Penalty: 5728.766602
	Iteration 1F: 3 clusters Score -1.16402e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -11641711.000000 Penalty: 5728.766602
	Iteration 2Q: 3 clusters Score -1.164171e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -11644072.000000 Penalty: 5728.766602
	Iteration 3Q: 3 clusters Score -1.164407e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -11647853.000000 Penalty: 5728.766602
	Iteration 4F: 3 clusters Score -1.164785e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -11653385.000000 Penalty: 5728.766602
	Iteration 5F: 3 clusters Score -1.165338e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -11660496.000000 Penalty: 5728.766602
	Iteration 6F: 3 clusters Score -1.16605e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -11667805.000000 Penalty: 5728.766602
	Iteration 7F: 3 clusters Score -1.16678e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -11673375.000000 Penalty: 5728.766602
	Iteration 8F: 3 clusters Score -1.167338e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -11676577.000000 Penalty: 5728.766602
	Iteration 9Q: 3 clusters Score -1.167658e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -11678296.000000 Penalty: 5728.766602
	Iteration 10Q: 3 clusters Score -1.16783e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -11678889.000000 Penalty: 5728.766602
	Iteration 11Q: 3 clusters Score -1.167889e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11679028.000000 Penalty: 5728.766602
	Iteration 12Q: 3 clusters Score -1.167903e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -11679234.000000 Penalty: 5728.766602
	Iteration 13Q: 3 clusters Score -1.167923e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -11679281.000000 Penalty: 5728.766602
	Iteration 14Q: 3 clusters Score -1.167928e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -11679353.000000 Penalty: 5728.766602
	Iteration 15Q: 3 clusters Score -1.167935e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -11679400.000000 Penalty: 5728.766602
	Iteration 16Q: 3 clusters Score -1.16794e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -11679425.000000 Penalty: 5728.766602
	Iteration 17Q: 3 clusters Score -1.167942e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -11679449.000000 Penalty: 5728.766602
	Iteration 18Q: 3 clusters Score -1.167945e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -11679441.000000 Penalty: 5728.766602
	Iteration 19Q: 3 clusters Score -1.167944e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -11679441.000000 Penalty: 5728.766602
	Iteration 20F: 3 clusters Score -1.167944e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -11679441.000000 Penalty: 5728.766602
	Iteration 21Q: 3 clusters Score -1.167944e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -11679480.000000 Penalty: 5728.766602
	Iteration 22Q: 3 clusters Score -1.167948e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -11679489.000000 Penalty: 5728.766602
	Iteration 23Q: 3 clusters Score -1.167949e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -11679482.000000 Penalty: 5728.766602
	Iteration 24Q: 3 clusters Score -1.167948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -11679483.000000 Penalty: 5728.766602
	Iteration 25Q: 3 clusters Score -1.167948e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -11679492.000000 Penalty: 5728.766602
	Iteration 26Q: 3 clusters Score -1.167949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -11679506.000000 Penalty: 5728.766602
	Iteration 27Q: 3 clusters Score -1.167951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11679495.000000 Penalty: 5728.766602
	Iteration 28Q: 3 clusters Score -1.16795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -11679509.000000 Penalty: 5728.766602
	Iteration 29Q: 3 clusters Score -1.167951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -11679506.000000 Penalty: 5728.766602
	Iteration 30Q: 3 clusters Score -1.167951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -11679508.000000 Penalty: 5728.766602
	Iteration 31Q: 3 clusters Score -1.167951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -11679509.000000 Penalty: 5728.766602
	Iteration 32Q: 3 clusters Score -1.167951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -11679512.000000 Penalty: 5728.766602
	Iteration 33Q: 3 clusters Score -1.167951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11679505.000000 Penalty: 5728.766602
	Iteration 34Q: 3 clusters Score -1.16795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -11679514.000000 Penalty: 5728.766602
	Iteration 35Q: 3 clusters Score -1.167951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100774 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -11679509.000000 Penalty: 5728.766602
	Iteration 36Q: 3 clusters Score -1.167951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -11679511.000000 Penalty: 5728.766602
	Iteration 37Q: 3 clusters Score -1.167951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -11679523.000000 Penalty: 5728.766602
	Iteration 38Q: 3 clusters Score -1.167952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -11679518.000000 Penalty: 5728.766602
	Iteration 39Q: 3 clusters Score -1.167952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -11679516.000000 Penalty: 5728.766602
	Iteration 40F: 3 clusters Score -1.167952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11679518.000000 Penalty: 5728.766602
	Iteration 41Q: 3 clusters Score -1.167952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100798 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -11679506.000000 Penalty: 5728.766602
	Iteration 42Q: 3 clusters Score -1.167951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11679513.000000 Penalty: 5728.766602
	Iteration 43Q: 3 clusters Score -1.167951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -11679516.000000 Penalty: 5728.766602
	Iteration 44Q: 3 clusters Score -1.167952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -11679512.000000 Penalty: 5728.766602
	Iteration 45Q: 3 clusters Score -1.167951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -11679517.000000 Penalty: 5728.766602
	Iteration 46Q: 3 clusters Score -1.167952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -11679520.000000 Penalty: 5728.766602
	Iteration 47Q: 3 clusters Score -1.167952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -11679513.000000 Penalty: 5728.766602
	Iteration 48Q: 3 clusters Score -1.167951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -11679519.000000 Penalty: 5728.766602
	Iteration 49Q: 3 clusters Score -1.167952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -11679518.000000 Penalty: 5728.766602
	Iteration 50Q: 3 clusters Score -1.167952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11679526.000000 Penalty: 5728.766602
	Iteration 51Q: 3 clusters Score -1.167953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -11679524.000000 Penalty: 5728.766602
	Iteration 52Q: 3 clusters Score -1.167952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -11679523.000000 Penalty: 5728.766602
	Iteration 53Q: 3 clusters Score -1.167952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -11679523.000000 Penalty: 5728.766602
	Iteration 54F: 3 clusters Score -1.167952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -380927.968750 Penalty: 2026.696899
	Iteration 0F: 2 clusters Score -380928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -377343.093750 Penalty: 4053.393799
	Iteration 0F: 3 clusters Score -377343.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -378096.406250 Penalty: 4053.393799
	Iteration 1F: 3 clusters Score -378096.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -378280.000000 Penalty: 4053.393799
	Iteration 2F: 3 clusters Score -378280 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -378423.093750 Penalty: 4053.393799
	Iteration 3F: 3 clusters Score -378423.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -378535.906250 Penalty: 4053.393799
	Iteration 4Q: 3 clusters Score -378535.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -378651.781250 Penalty: 4053.393799
	Iteration 5Q: 3 clusters Score -378651.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -378728.843750 Penalty: 4053.393799
	Iteration 6Q: 3 clusters Score -378728.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -378790.593750 Penalty: 4053.393799
	Iteration 7Q: 3 clusters Score -378790.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -378852.000000 Penalty: 4053.393799
	Iteration 8Q: 3 clusters Score -378852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -378895.468750 Penalty: 4053.393799
	Iteration 9Q: 3 clusters Score -378895.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -378926.281250 Penalty: 4053.393799
	Iteration 10Q: 3 clusters Score -378926.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -378960.468750 Penalty: 4053.393799
	Iteration 11Q: 3 clusters Score -378960.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -378996.750000 Penalty: 4053.393799
	Iteration 12Q: 3 clusters Score -378996.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379031.843750 Penalty: 4053.393799
	Iteration 13Q: 3 clusters Score -379031.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -379068.375000 Penalty: 4053.393799
	Iteration 14Q: 3 clusters Score -379068.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -379090.531250 Penalty: 4053.393799
	Iteration 15Q: 3 clusters Score -379090.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -379104.812500 Penalty: 4053.393799
	Iteration 16Q: 3 clusters Score -379104.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -379114.375000 Penalty: 4053.393799
	Iteration 17Q: 3 clusters Score -379114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -379120.687500 Penalty: 4053.393799
	Iteration 18Q: 3 clusters Score -379120.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -379125.531250 Penalty: 4053.393799
	Iteration 19Q: 3 clusters Score -379125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -379128.031250 Penalty: 4053.393799
	Iteration 20F: 3 clusters Score -379128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -379129.125000 Penalty: 4053.393799
	Iteration 21Q: 3 clusters Score -379129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -379131.593750 Penalty: 4053.393799
	Iteration 22Q: 3 clusters Score -379131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -379135.406250 Penalty: 4053.393799
	Iteration 23Q: 3 clusters Score -379135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -379137.218750 Penalty: 4053.393799
	Iteration 24Q: 3 clusters Score -379137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -379139.937500 Penalty: 4053.393799
	Iteration 25Q: 3 clusters Score -379139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -379143.687500 Penalty: 4053.393799
	Iteration 26Q: 3 clusters Score -379143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -379145.718750 Penalty: 4053.393799
	Iteration 27Q: 3 clusters Score -379145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -379147.968750 Penalty: 4053.393799
	Iteration 28Q: 3 clusters Score -379148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -379148.625000 Penalty: 4053.393799
	Iteration 29Q: 3 clusters Score -379148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -379151.687500 Penalty: 4053.393799
	Iteration 30Q: 3 clusters Score -379151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -379153.281250 Penalty: 4053.393799
	Iteration 31Q: 3 clusters Score -379153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -379154.156250 Penalty: 4053.393799
	Iteration 32Q: 3 clusters Score -379154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -379154.531250 Penalty: 4053.393799
	Iteration 33Q: 3 clusters Score -379154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -379155.406250 Penalty: 4053.393799
	Iteration 34Q: 3 clusters Score -379155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -379155.468750 Penalty: 4053.393799
	Iteration 35Q: 3 clusters Score -379155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -379156.562500 Penalty: 4053.393799
	Iteration 36Q: 3 clusters Score -379156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -379156.562500 Penalty: 4053.393799
	Iteration 37F: 3 clusters Score -379156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -124434.117188 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -124434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122414.781250 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -122414.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122727.398438 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -122727.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122807.335938 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -122807.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122844.015625 Penalty: 3488.619141
	Iteration 3Q: 3 clusters Score -122844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122867.117188 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -122867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122877.625000 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -122877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122890.398438 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -122890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122897.273438 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -122897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -122906.109375 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -122906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122912.218750 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -122912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -122916.414062 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -122916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -122917.742188 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -122917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -122920.742188 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -122920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122925.781250 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -122925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122936.546875 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -122936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -122946.187500 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -122946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122954.304688 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -122954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122961.179688 Penalty: 3488.619141
	Iteration 17Q: 3 clusters Score -122961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122967.539062 Penalty: 3488.619141
	Iteration 18Q: 3 clusters Score -122967.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -122969.875000 Penalty: 3488.619141
	Iteration 19Q: 3 clusters Score -122969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122972.226562 Penalty: 3488.619141
	Iteration 20F: 3 clusters Score -122972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -122975.906250 Penalty: 3488.619141
	Iteration 21Q: 3 clusters Score -122975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -122980.484375 Penalty: 3488.619141
	Iteration 22Q: 3 clusters Score -122980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -122985.601562 Penalty: 3488.619141
	Iteration 23Q: 3 clusters Score -122985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122988.546875 Penalty: 3488.619141
	Iteration 24Q: 3 clusters Score -122988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122990.929688 Penalty: 3488.619141
	Iteration 25Q: 3 clusters Score -122990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122992.492188 Penalty: 3488.619141
	Iteration 26Q: 3 clusters Score -122992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122992.492188 Penalty: 3488.619141
	Iteration 27F: 3 clusters Score -122992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241181 members 
Entering Unmasked Estep 
Score: -27196124.000000 Penalty: 3073.539062
	Iteration 0F: 2 clusters Score -2.719612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120537 members 
Mstep: Class 2 contains 120644 members 
Entering Unmasked Estep 
Score: -27042838.000000 Penalty: 6147.078125
	Iteration 0F: 3 clusters Score -2.704284e+07 nChanged 116352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119551 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -27111384.000000 Penalty: 6147.078125
	Iteration 1F: 3 clusters Score -2.711138e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 121969 members 
Entering Unmasked Estep 
Score: -27112202.000000 Penalty: 6147.078125
	Iteration 2Q: 3 clusters Score -2.71122e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 122463 members 
Entering Unmasked Estep 
Score: -27113252.000000 Penalty: 6147.078125
	Iteration 3Q: 3 clusters Score -2.711325e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 123293 members 
Entering Unmasked Estep 
Score: -27114152.000000 Penalty: 6147.078125
	Iteration 4Q: 3 clusters Score -2.711415e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 124688 members 
Entering Unmasked Estep 
Score: -27115414.000000 Penalty: 6147.078125
	Iteration 5Q: 3 clusters Score -2.711541e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 126857 members 
Entering Unmasked Estep 
Score: -27116918.000000 Penalty: 6147.078125
	Iteration 6Q: 3 clusters Score -2.711692e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 130017 members 
Entering Unmasked Estep 
Score: -27119076.000000 Penalty: 6147.078125
	Iteration 7Q: 3 clusters Score -2.711908e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -27122156.000000 Penalty: 6147.078125
	Iteration 8Q: 3 clusters Score -2.712216e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -27126868.000000 Penalty: 6147.078125
	Iteration 9Q: 3 clusters Score -2.712687e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -27134276.000000 Penalty: 6147.078125
	Iteration 10F: 3 clusters Score -2.713428e+07 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 158489 members 
Entering Unmasked Estep 
Score: -27144692.000000 Penalty: 6147.078125
	Iteration 11F: 3 clusters Score -2.714469e+07 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -27156362.000000 Penalty: 6147.078125
	Iteration 12F: 3 clusters Score -2.715636e+07 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 173011 members 
Entering Unmasked Estep 
Score: -27165062.000000 Penalty: 6147.078125
	Iteration 13F: 3 clusters Score -2.716506e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -27169518.000000 Penalty: 6147.078125
	Iteration 14Q: 3 clusters Score -2.716952e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 181964 members 
Entering Unmasked Estep 
Score: -27172066.000000 Penalty: 6147.078125
	Iteration 15Q: 3 clusters Score -2.717207e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 186277 members 
Entering Unmasked Estep 
Score: -27174112.000000 Penalty: 6147.078125
	Iteration 16Q: 3 clusters Score -2.717411e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 190568 members 
Entering Unmasked Estep 
Score: -27176094.000000 Penalty: 6147.078125
	Iteration 17Q: 3 clusters Score -2.717609e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 194747 members 
Entering Unmasked Estep 
Score: -27178314.000000 Penalty: 6147.078125
	Iteration 18Q: 3 clusters Score -2.717831e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 198844 members 
Entering Unmasked Estep 
Score: -27180808.000000 Penalty: 6147.078125
	Iteration 19Q: 3 clusters Score -2.718081e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 202810 members 
Entering Unmasked Estep 
Score: -27183108.000000 Penalty: 6147.078125
	Iteration 20F: 3 clusters Score -2.718311e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 206550 members 
Entering Unmasked Estep 
Score: -27185844.000000 Penalty: 6147.078125
	Iteration 21Q: 3 clusters Score -2.718584e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 209943 members 
Entering Unmasked Estep 
Score: -27188180.000000 Penalty: 6147.078125
	Iteration 22Q: 3 clusters Score -2.718818e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 212852 members 
Entering Unmasked Estep 
Score: -27190336.000000 Penalty: 6147.078125
	Iteration 23Q: 3 clusters Score -2.719034e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 215315 members 
Entering Unmasked Estep 
Score: -27192152.000000 Penalty: 6147.078125
	Iteration 24Q: 3 clusters Score -2.719215e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 217270 members 
Entering Unmasked Estep 
Score: -27193536.000000 Penalty: 6147.078125
	Iteration 25Q: 3 clusters Score -2.719354e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 218905 members 
Entering Unmasked Estep 
Score: -27194828.000000 Penalty: 6147.078125
	Iteration 26Q: 3 clusters Score -2.719483e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 220328 members 
Entering Unmasked Estep 
Score: -27195702.000000 Penalty: 6147.078125
	Iteration 27Q: 3 clusters Score -2.71957e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 221571 members 
Entering Unmasked Estep 
Score: -27196302.000000 Penalty: 6147.078125
	Iteration 28Q: 3 clusters Score -2.71963e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 222605 members 
Entering Unmasked Estep 
Score: -27196816.000000 Penalty: 6147.078125
	Iteration 29Q: 3 clusters Score -2.719682e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 223510 members 
Entering Unmasked Estep 
Score: -27196932.000000 Penalty: 6147.078125
	Iteration 30Q: 3 clusters Score -2.719693e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 224286 members 
Entering Unmasked Estep 
Score: -27197022.000000 Penalty: 6147.078125
	Iteration 31Q: 3 clusters Score -2.719702e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 225005 members 
Entering Unmasked Estep 
Score: -27197082.000000 Penalty: 6147.078125
	Iteration 32Q: 3 clusters Score -2.719708e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 225654 members 
Entering Unmasked Estep 
Score: -27197034.000000 Penalty: 6147.078125
	Iteration 33Q: 3 clusters Score -2.719703e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 226289 members 
Entering Unmasked Estep 
Score: -27196928.000000 Penalty: 6147.078125
	Iteration 34Q: 3 clusters Score -2.719693e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 226852 members 
Entering Unmasked Estep 
Score: -27196896.000000 Penalty: 6147.078125
	Iteration 35Q: 3 clusters Score -2.71969e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 227367 members 
Entering Unmasked Estep 
Score: -27196744.000000 Penalty: 6147.078125
	Iteration 36Q: 3 clusters Score -2.719674e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 227856 members 
Entering Unmasked Estep 
Score: -27196666.000000 Penalty: 6147.078125
	Iteration 37Q: 3 clusters Score -2.719667e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 228305 members 
Entering Unmasked Estep 
Score: -27196642.000000 Penalty: 6147.078125
	Iteration 38Q: 3 clusters Score -2.719664e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 228760 members 
Entering Unmasked Estep 
Score: -27196584.000000 Penalty: 6147.078125
	Iteration 39Q: 3 clusters Score -2.719658e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 229211 members 
Entering Unmasked Estep 
Score: -27196562.000000 Penalty: 6147.078125
	Iteration 40F: 3 clusters Score -2.719656e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 229607 members 
Entering Unmasked Estep 
Score: -27196450.000000 Penalty: 6147.078125
	Iteration 41Q: 3 clusters Score -2.719645e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 229997 members 
Entering Unmasked Estep 
Score: -27196362.000000 Penalty: 6147.078125
	Iteration 42Q: 3 clusters Score -2.719636e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 230351 members 
Entering Unmasked Estep 
Score: -27196352.000000 Penalty: 6147.078125
	Iteration 43Q: 3 clusters Score -2.719635e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 230694 members 
Entering Unmasked Estep 
Score: -27196270.000000 Penalty: 6147.078125
	Iteration 44Q: 3 clusters Score -2.719627e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 231011 members 
Entering Unmasked Estep 
Score: -27196260.000000 Penalty: 6147.078125
	Iteration 45Q: 3 clusters Score -2.719626e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 231345 members 
Entering Unmasked Estep 
Score: -27196154.000000 Penalty: 6147.078125
	Iteration 46Q: 3 clusters Score -2.719615e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 231666 members 
Entering Unmasked Estep 
Score: -27196090.000000 Penalty: 6147.078125
	Iteration 47Q: 3 clusters Score -2.719609e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 231963 members 
Entering Unmasked Estep 
Score: -27196034.000000 Penalty: 6147.078125
	Iteration 48Q: 3 clusters Score -2.719603e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 232254 members 
Entering Unmasked Estep 
Score: -27196070.000000 Penalty: 6147.078125
	Iteration 49Q: 3 clusters Score -2.719607e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 232538 members 
Entering Unmasked Estep 
Score: -27195998.000000 Penalty: 6147.078125
	Iteration 50Q: 3 clusters Score -2.7196e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 232784 members 
Entering Unmasked Estep 
Score: -27195936.000000 Penalty: 6147.078125
	Iteration 51Q: 3 clusters Score -2.719594e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 232997 members 
Entering Unmasked Estep 
Score: -27195828.000000 Penalty: 6147.078125
	Iteration 52Q: 3 clusters Score -2.719583e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 233194 members 
Entering Unmasked Estep 
Score: -27195778.000000 Penalty: 6147.078125
	Iteration 53Q: 3 clusters Score -2.719578e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 233377 members 
Entering Unmasked Estep 
Score: -27195714.000000 Penalty: 6147.078125
	Iteration 54Q: 3 clusters Score -2.719571e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 233555 members 
Entering Unmasked Estep 
Score: -27195666.000000 Penalty: 6147.078125
	Iteration 55Q: 3 clusters Score -2.719567e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 233712 members 
Entering Unmasked Estep 
Score: -27195586.000000 Penalty: 6147.078125
	Iteration 56Q: 3 clusters Score -2.719559e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 233870 members 
Entering Unmasked Estep 
Score: -27195596.000000 Penalty: 6147.078125
	Iteration 57Q: 3 clusters Score -2.71956e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 234022 members 
Entering Unmasked Estep 
Score: -27195490.000000 Penalty: 6147.078125
	Iteration 58Q: 3 clusters Score -2.719549e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 234153 members 
Entering Unmasked Estep 
Score: -27195436.000000 Penalty: 6147.078125
	Iteration 59Q: 3 clusters Score -2.719544e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 234273 members 
Entering Unmasked Estep 
Score: -27195410.000000 Penalty: 6147.078125
	Iteration 60F: 3 clusters Score -2.719541e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 234389 members 
Entering Unmasked Estep 
Score: -27195372.000000 Penalty: 6147.078125
	Iteration 61Q: 3 clusters Score -2.719537e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 234501 members 
Entering Unmasked Estep 
Score: -27195374.000000 Penalty: 6147.078125
	Iteration 62Q: 3 clusters Score -2.719537e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 234610 members 
Entering Unmasked Estep 
Score: -27195390.000000 Penalty: 6147.078125
	Iteration 63Q: 3 clusters Score -2.719539e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 234715 members 
Entering Unmasked Estep 
Score: -27195320.000000 Penalty: 6147.078125
	Iteration 64Q: 3 clusters Score -2.719532e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 234822 members 
Entering Unmasked Estep 
Score: -27195332.000000 Penalty: 6147.078125
	Iteration 65Q: 3 clusters Score -2.719533e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 234948 members 
Entering Unmasked Estep 
Score: -27195284.000000 Penalty: 6147.078125
	Iteration 66Q: 3 clusters Score -2.719528e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 235073 members 
Entering Unmasked Estep 
Score: -27195222.000000 Penalty: 6147.078125
	Iteration 67Q: 3 clusters Score -2.719522e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 235180 members 
Entering Unmasked Estep 
Score: -27195208.000000 Penalty: 6147.078125
	Iteration 68Q: 3 clusters Score -2.719521e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 235305 members 
Entering Unmasked Estep 
Score: -27195174.000000 Penalty: 6147.078125
	Iteration 69Q: 3 clusters Score -2.719517e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 235424 members 
Entering Unmasked Estep 
Score: -27195132.000000 Penalty: 6147.078125
	Iteration 70Q: 3 clusters Score -2.719513e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 235558 members 
Entering Unmasked Estep 
Score: -27195098.000000 Penalty: 6147.078125
	Iteration 71Q: 3 clusters Score -2.71951e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 235682 members 
Entering Unmasked Estep 
Score: -27195066.000000 Penalty: 6147.078125
	Iteration 72Q: 3 clusters Score -2.719507e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 235789 members 
Entering Unmasked Estep 
Score: -27195008.000000 Penalty: 6147.078125
	Iteration 73Q: 3 clusters Score -2.719501e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 235900 members 
Entering Unmasked Estep 
Score: -27194958.000000 Penalty: 6147.078125
	Iteration 74Q: 3 clusters Score -2.719496e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 236008 members 
Entering Unmasked Estep 
Score: -27194908.000000 Penalty: 6147.078125
	Iteration 75Q: 3 clusters Score -2.719491e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 236114 members 
Entering Unmasked Estep 
Score: -27194946.000000 Penalty: 6147.078125
	Iteration 76Q: 3 clusters Score -2.719495e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 236218 members 
Entering Unmasked Estep 
Score: -27194908.000000 Penalty: 6147.078125
	Iteration 77Q: 3 clusters Score -2.719491e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 236321 members 
Entering Unmasked Estep 
Score: -27194850.000000 Penalty: 6147.078125
	Iteration 78Q: 3 clusters Score -2.719485e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 236439 members 
Entering Unmasked Estep 
Score: -27194834.000000 Penalty: 6147.078125
	Iteration 79Q: 3 clusters Score -2.719483e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 236557 members 
Entering Unmasked Estep 
Score: -27194850.000000 Penalty: 6147.078125
	Iteration 80F: 3 clusters Score -2.719485e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 236666 members 
Entering Unmasked Estep 
Score: -27194742.000000 Penalty: 6147.078125
	Iteration 81Q: 3 clusters Score -2.719474e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 236762 members 
Entering Unmasked Estep 
Score: -27194726.000000 Penalty: 6147.078125
	Iteration 82Q: 3 clusters Score -2.719473e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 236851 members 
Entering Unmasked Estep 
Score: -27194672.000000 Penalty: 6147.078125
	Iteration 83Q: 3 clusters Score -2.719467e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 236934 members 
Entering Unmasked Estep 
Score: -27194676.000000 Penalty: 6147.078125
	Iteration 84Q: 3 clusters Score -2.719468e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 237016 members 
Entering Unmasked Estep 
Score: -27194646.000000 Penalty: 6147.078125
	Iteration 85Q: 3 clusters Score -2.719465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 237090 members 
Entering Unmasked Estep 
Score: -27194658.000000 Penalty: 6147.078125
	Iteration 86Q: 3 clusters Score -2.719466e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 237157 members 
Entering Unmasked Estep 
Score: -27194626.000000 Penalty: 6147.078125
	Iteration 87Q: 3 clusters Score -2.719463e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 237223 members 
Entering Unmasked Estep 
Score: -27194614.000000 Penalty: 6147.078125
	Iteration 88Q: 3 clusters Score -2.719461e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 237284 members 
Entering Unmasked Estep 
Score: -27194612.000000 Penalty: 6147.078125
	Iteration 89Q: 3 clusters Score -2.719461e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 237349 members 
Entering Unmasked Estep 
Score: -27194608.000000 Penalty: 6147.078125
	Iteration 90Q: 3 clusters Score -2.719461e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 237423 members 
Entering Unmasked Estep 
Score: -27194584.000000 Penalty: 6147.078125
	Iteration 91Q: 3 clusters Score -2.719458e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 237501 members 
Entering Unmasked Estep 
Score: -27194556.000000 Penalty: 6147.078125
	Iteration 92Q: 3 clusters Score -2.719456e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 237606 members 
Entering Unmasked Estep 
Score: -27194536.000000 Penalty: 6147.078125
	Iteration 93Q: 3 clusters Score -2.719454e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 237708 members 
Entering Unmasked Estep 
Score: -27194502.000000 Penalty: 6147.078125
	Iteration 94Q: 3 clusters Score -2.71945e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 237799 members 
Entering Unmasked Estep 
Score: -27194498.000000 Penalty: 6147.078125
	Iteration 95Q: 3 clusters Score -2.71945e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 237887 members 
Entering Unmasked Estep 
Score: -27194458.000000 Penalty: 6147.078125
	Iteration 96Q: 3 clusters Score -2.719446e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 237988 members 
Entering Unmasked Estep 
Score: -27194442.000000 Penalty: 6147.078125
	Iteration 97Q: 3 clusters Score -2.719444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 238082 members 
Entering Unmasked Estep 
Score: -27194408.000000 Penalty: 6147.078125
	Iteration 98Q: 3 clusters Score -2.719441e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 238172 members 
Entering Unmasked Estep 
Score: -27194404.000000 Penalty: 6147.078125
	Iteration 99Q: 3 clusters Score -2.71944e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 238278 members 
Entering Unmasked Estep 
Score: -27194398.000000 Penalty: 6147.078125
	Iteration 100F: 3 clusters Score -2.71944e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 238363 members 
Entering Unmasked Estep 
Score: -27194400.000000 Penalty: 6147.078125
	Iteration 101Q: 3 clusters Score -2.71944e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 238434 members 
Entering Unmasked Estep 
Score: -27194414.000000 Penalty: 6147.078125
	Iteration 102Q: 3 clusters Score -2.719441e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 238490 members 
Entering Unmasked Estep 
Score: -27194410.000000 Penalty: 6147.078125
	Iteration 103Q: 3 clusters Score -2.719441e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 238547 members 
Entering Unmasked Estep 
Score: -27194350.000000 Penalty: 6147.078125
	Iteration 104Q: 3 clusters Score -2.719435e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 238616 members 
Entering Unmasked Estep 
Score: -27194346.000000 Penalty: 6147.078125
	Iteration 105Q: 3 clusters Score -2.719435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 238701 members 
Entering Unmasked Estep 
Score: -27194332.000000 Penalty: 6147.078125
	Iteration 106Q: 3 clusters Score -2.719433e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 238789 members 
Entering Unmasked Estep 
Score: -27194342.000000 Penalty: 6147.078125
	Iteration 107Q: 3 clusters Score -2.719434e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 238860 members 
Entering Unmasked Estep 
Score: -27194316.000000 Penalty: 6147.078125
	Iteration 108Q: 3 clusters Score -2.719432e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 238936 members 
Entering Unmasked Estep 
Score: -27194254.000000 Penalty: 6147.078125
	Iteration 109Q: 3 clusters Score -2.719425e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 239001 members 
Entering Unmasked Estep 
Score: -27194276.000000 Penalty: 6147.078125
	Iteration 110Q: 3 clusters Score -2.719428e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 239057 members 
Entering Unmasked Estep 
Score: -27194270.000000 Penalty: 6147.078125
	Iteration 111Q: 3 clusters Score -2.719427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 239104 members 
Entering Unmasked Estep 
Score: -27194272.000000 Penalty: 6147.078125
	Iteration 112Q: 3 clusters Score -2.719427e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 239145 members 
Entering Unmasked Estep 
Score: -27194290.000000 Penalty: 6147.078125
	Iteration 113Q: 3 clusters Score -2.719429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 239181 members 
Entering Unmasked Estep 
Score: -27194274.000000 Penalty: 6147.078125
	Iteration 114Q: 3 clusters Score -2.719427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 239211 members 
Entering Unmasked Estep 
Score: -27194264.000000 Penalty: 6147.078125
	Iteration 115Q: 3 clusters Score -2.719426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 239235 members 
Entering Unmasked Estep 
Score: -27194240.000000 Penalty: 6147.078125
	Iteration 116Q: 3 clusters Score -2.719424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 239256 members 
Entering Unmasked Estep 
Score: -27194202.000000 Penalty: 6147.078125
	Iteration 117Q: 3 clusters Score -2.71942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 239287 members 
Entering Unmasked Estep 
Score: -27194210.000000 Penalty: 6147.078125
	Iteration 118Q: 3 clusters Score -2.719421e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 239323 members 
Entering Unmasked Estep 
Score: -27194228.000000 Penalty: 6147.078125
	Iteration 119Q: 3 clusters Score -2.719423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 239357 members 
Entering Unmasked Estep 
Score: -27194210.000000 Penalty: 6147.078125
	Iteration 120F: 3 clusters Score -2.719421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 239389 members 
Entering Unmasked Estep 
Score: -27194200.000000 Penalty: 6147.078125
	Iteration 121Q: 3 clusters Score -2.71942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 239406 members 
Entering Unmasked Estep 
Score: -27194210.000000 Penalty: 6147.078125
	Iteration 122Q: 3 clusters Score -2.719421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 239429 members 
Entering Unmasked Estep 
Score: -27194184.000000 Penalty: 6147.078125
	Iteration 123Q: 3 clusters Score -2.719418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 239450 members 
Entering Unmasked Estep 
Score: -27194170.000000 Penalty: 6147.078125
	Iteration 124Q: 3 clusters Score -2.719417e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 239481 members 
Entering Unmasked Estep 
Score: -27194148.000000 Penalty: 6147.078125
	Iteration 125Q: 3 clusters Score -2.719415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 239507 members 
Entering Unmasked Estep 
Score: -27194210.000000 Penalty: 6147.078125
	Iteration 126Q: 3 clusters Score -2.719421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 239535 members 
Entering Unmasked Estep 
Score: -27194192.000000 Penalty: 6147.078125
	Iteration 127Q: 3 clusters Score -2.719419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 239552 members 
Entering Unmasked Estep 
Score: -27194198.000000 Penalty: 6147.078125
	Iteration 128Q: 3 clusters Score -2.71942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 239568 members 
Entering Unmasked Estep 
Score: -27194192.000000 Penalty: 6147.078125
	Iteration 129Q: 3 clusters Score -2.719419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 239591 members 
Entering Unmasked Estep 
Score: -27194158.000000 Penalty: 6147.078125
	Iteration 130Q: 3 clusters Score -2.719416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 239609 members 
Entering Unmasked Estep 
Score: -27194180.000000 Penalty: 6147.078125
	Iteration 131Q: 3 clusters Score -2.719418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 239624 members 
Entering Unmasked Estep 
Score: -27194152.000000 Penalty: 6147.078125
	Iteration 132Q: 3 clusters Score -2.719415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 239644 members 
Entering Unmasked Estep 
Score: -27194182.000000 Penalty: 6147.078125
	Iteration 133Q: 3 clusters Score -2.719418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 239660 members 
Entering Unmasked Estep 
Score: -27194208.000000 Penalty: 6147.078125
	Iteration 134Q: 3 clusters Score -2.719421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 239678 members 
Entering Unmasked Estep 
Score: -27194174.000000 Penalty: 6147.078125
	Iteration 135Q: 3 clusters Score -2.719417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 239692 members 
Entering Unmasked Estep 
Score: -27194174.000000 Penalty: 6147.078125
	Iteration 136Q: 3 clusters Score -2.719417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 239713 members 
Entering Unmasked Estep 
Score: -27194176.000000 Penalty: 6147.078125
	Iteration 137Q: 3 clusters Score -2.719418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 239736 members 
Entering Unmasked Estep 
Score: -27194204.000000 Penalty: 6147.078125
	Iteration 138Q: 3 clusters Score -2.71942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 239754 members 
Entering Unmasked Estep 
Score: -27194196.000000 Penalty: 6147.078125
	Iteration 139Q: 3 clusters Score -2.71942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 239766 members 
Entering Unmasked Estep 
Score: -27194174.000000 Penalty: 6147.078125
	Iteration 140F: 3 clusters Score -2.719417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 239781 members 
Entering Unmasked Estep 
Score: -27194166.000000 Penalty: 6147.078125
	Iteration 141Q: 3 clusters Score -2.719417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 239791 members 
Entering Unmasked Estep 
Score: -27194182.000000 Penalty: 6147.078125
	Iteration 142Q: 3 clusters Score -2.719418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 239803 members 
Entering Unmasked Estep 
Score: -27194166.000000 Penalty: 6147.078125
	Iteration 143Q: 3 clusters Score -2.719417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 239811 members 
Entering Unmasked Estep 
Score: -27194182.000000 Penalty: 6147.078125
	Iteration 144Q: 3 clusters Score -2.719418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 239815 members 
Entering Unmasked Estep 
Score: -27194174.000000 Penalty: 6147.078125
	Iteration 145Q: 3 clusters Score -2.719417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 239824 members 
Entering Unmasked Estep 
Score: -27194174.000000 Penalty: 6147.078125
	Iteration 146Q: 3 clusters Score -2.719417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 239832 members 
Entering Unmasked Estep 
Score: -27194174.000000 Penalty: 6147.078125
	Iteration 147Q: 3 clusters Score -2.719417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 239836 members 
Entering Unmasked Estep 
Score: -27194150.000000 Penalty: 6147.078125
	Iteration 148Q: 3 clusters Score -2.719415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 239841 members 
Entering Unmasked Estep 
Score: -27194162.000000 Penalty: 6147.078125
	Iteration 149Q: 3 clusters Score -2.719416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 239845 members 
Entering Unmasked Estep 
Score: -27194156.000000 Penalty: 6147.078125
	Iteration 150Q: 3 clusters Score -2.719416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 239849 members 
Entering Unmasked Estep 
Score: -27194172.000000 Penalty: 6147.078125
	Iteration 151Q: 3 clusters Score -2.719417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 239852 members 
Entering Unmasked Estep 
Score: -27194174.000000 Penalty: 6147.078125
	Iteration 152Q: 3 clusters Score -2.719417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 239854 members 
Entering Unmasked Estep 
Score: -27194168.000000 Penalty: 6147.078125
	Iteration 153Q: 3 clusters Score -2.719417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 239856 members 
Entering Unmasked Estep 
Score: -27194178.000000 Penalty: 6147.078125
	Iteration 154Q: 3 clusters Score -2.719418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 239860 members 
Entering Unmasked Estep 
Score: -27194172.000000 Penalty: 6147.078125
	Iteration 155Q: 3 clusters Score -2.719417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 239864 members 
Entering Unmasked Estep 
Score: -27194158.000000 Penalty: 6147.078125
	Iteration 156Q: 3 clusters Score -2.719416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 239871 members 
Entering Unmasked Estep 
Score: -27194142.000000 Penalty: 6147.078125
	Iteration 157Q: 3 clusters Score -2.719414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 239875 members 
Entering Unmasked Estep 
Score: -27194122.000000 Penalty: 6147.078125
	Iteration 158Q: 3 clusters Score -2.719412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 239881 members 
Entering Unmasked Estep 
Score: -27194158.000000 Penalty: 6147.078125
	Iteration 159Q: 3 clusters Score -2.719416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 239888 members 
Entering Unmasked Estep 
Score: -27194166.000000 Penalty: 6147.078125
	Iteration 160F: 3 clusters Score -2.719417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 239892 members 
Entering Unmasked Estep 
Score: -27194170.000000 Penalty: 6147.078125
	Iteration 161Q: 3 clusters Score -2.719417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 239899 members 
Entering Unmasked Estep 
Score: -27194166.000000 Penalty: 6147.078125
	Iteration 162Q: 3 clusters Score -2.719417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 239907 members 
Entering Unmasked Estep 
Score: -27194164.000000 Penalty: 6147.078125
	Iteration 163Q: 3 clusters Score -2.719416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 239912 members 
Entering Unmasked Estep 
Score: -27194152.000000 Penalty: 6147.078125
	Iteration 164Q: 3 clusters Score -2.719415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 239913 members 
Entering Unmasked Estep 
Score: -27194168.000000 Penalty: 6147.078125
	Iteration 165Q: 3 clusters Score -2.719417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 239916 members 
Entering Unmasked Estep 
Score: -27194170.000000 Penalty: 6147.078125
	Iteration 166Q: 3 clusters Score -2.719417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 239921 members 
Entering Unmasked Estep 
Score: -27194178.000000 Penalty: 6147.078125
	Iteration 167Q: 3 clusters Score -2.719418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 239928 members 
Entering Unmasked Estep 
Score: -27194152.000000 Penalty: 6147.078125
	Iteration 168Q: 3 clusters Score -2.719415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 239930 members 
Entering Unmasked Estep 
Score: -27194168.000000 Penalty: 6147.078125
	Iteration 169Q: 3 clusters Score -2.719417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 239933 members 
Entering Unmasked Estep 
Score: -27194166.000000 Penalty: 6147.078125
	Iteration 170Q: 3 clusters Score -2.719417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 239933 members 
Entering Unmasked Estep 
Score: -27194160.000000 Penalty: 6147.078125
	Iteration 171Q: 3 clusters Score -2.719416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 239935 members 
Entering Unmasked Estep 
Score: -27194172.000000 Penalty: 6147.078125
	Iteration 172Q: 3 clusters Score -2.719417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 239935 members 
Entering Unmasked Estep 
Score: -27194178.000000 Penalty: 6147.078125
	Iteration 173Q: 3 clusters Score -2.719418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 239935 members 
Entering Unmasked Estep 
Score: -27194164.000000 Penalty: 6147.078125
	Iteration 174Q: 3 clusters Score -2.719416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 239934 members 
Entering Unmasked Estep 
Score: -27194172.000000 Penalty: 6147.078125
	Iteration 175Q: 3 clusters Score -2.719417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 239934 members 
Entering Unmasked Estep 
Score: -27194172.000000 Penalty: 6147.078125
	Iteration 176F: 3 clusters Score -2.719417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -76677.351562 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -76677.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74983.367188 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -74983.37 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75180.500000 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -75180.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75218.648438 Penalty: 3247.205566
	Iteration 2Q: 3 clusters Score -75218.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75246.109375 Penalty: 3247.205566
	Iteration 3Q: 3 clusters Score -75246.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75270.343750 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -75270.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75277.539062 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -75277.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75279.929688 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -75279.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75282.742188 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -75282.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75287.906250 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -75287.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75288.804688 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -75288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75292.218750 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -75292.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75293.273438 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -75293.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75295.867188 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -75295.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75296.593750 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -75296.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75296.593750 Penalty: 3247.205566
	Iteration 14F: 3 clusters Score -75296.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Entering Unmasked Estep 
Score: -1063102.875000 Penalty: 2261.564453
	Iteration 0F: 2 clusters Score -1063103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1055967.500000 Penalty: 4523.128906
	Iteration 0F: 3 clusters Score -1055968 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1057965.750000 Penalty: 4523.128906
	Iteration 1F: 3 clusters Score -1057966 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1058253.250000 Penalty: 4523.128906
	Iteration 2F: 3 clusters Score -1058253 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1058450.875000 Penalty: 4523.128906
	Iteration 3Q: 3 clusters Score -1058451 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1058598.875000 Penalty: 4523.128906
	Iteration 4Q: 3 clusters Score -1058599 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1058738.375000 Penalty: 4523.128906
	Iteration 5Q: 3 clusters Score -1058738 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1058859.125000 Penalty: 4523.128906
	Iteration 6Q: 3 clusters Score -1058859 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1058961.375000 Penalty: 4523.128906
	Iteration 7Q: 3 clusters Score -1058961 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1059077.625000 Penalty: 4523.128906
	Iteration 8Q: 3 clusters Score -1059078 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1059227.125000 Penalty: 4523.128906
	Iteration 9Q: 3 clusters Score -1059227 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1059403.750000 Penalty: 4523.128906
	Iteration 10Q: 3 clusters Score -1059404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1059583.500000 Penalty: 4523.128906
	Iteration 11Q: 3 clusters Score -1059584 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1059798.125000 Penalty: 4523.128906
	Iteration 12Q: 3 clusters Score -1059798 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1060044.125000 Penalty: 4523.128906
	Iteration 13Q: 3 clusters Score -1060044 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1060283.250000 Penalty: 4523.128906
	Iteration 14Q: 3 clusters Score -1060283 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1060457.875000 Penalty: 4523.128906
	Iteration 15Q: 3 clusters Score -1060458 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1060621.750000 Penalty: 4523.128906
	Iteration 16Q: 3 clusters Score -1060622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1060725.875000 Penalty: 4523.128906
	Iteration 17Q: 3 clusters Score -1060726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1060808.375000 Penalty: 4523.128906
	Iteration 18Q: 3 clusters Score -1060808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1060883.250000 Penalty: 4523.128906
	Iteration 19Q: 3 clusters Score -1060883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1060927.250000 Penalty: 4523.128906
	Iteration 20F: 3 clusters Score -1060927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1060967.750000 Penalty: 4523.128906
	Iteration 21Q: 3 clusters Score -1060968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1061000.375000 Penalty: 4523.128906
	Iteration 22Q: 3 clusters Score -1061000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1061020.125000 Penalty: 4523.128906
	Iteration 23Q: 3 clusters Score -1061020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1061026.375000 Penalty: 4523.128906
	Iteration 24Q: 3 clusters Score -1061026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1061029.000000 Penalty: 4523.128906
	Iteration 25Q: 3 clusters Score -1061029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1061031.500000 Penalty: 4523.128906
	Iteration 26Q: 3 clusters Score -1061032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1061038.500000 Penalty: 4523.128906
	Iteration 27Q: 3 clusters Score -1061038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1061044.875000 Penalty: 4523.128906
	Iteration 28Q: 3 clusters Score -1061045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1061046.875000 Penalty: 4523.128906
	Iteration 29Q: 3 clusters Score -1061047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1061048.875000 Penalty: 4523.128906
	Iteration 30Q: 3 clusters Score -1061049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1061051.250000 Penalty: 4523.128906
	Iteration 31Q: 3 clusters Score -1061051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1061054.375000 Penalty: 4523.128906
	Iteration 32Q: 3 clusters Score -1061054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1061054.250000 Penalty: 4523.128906
	Iteration 33Q: 3 clusters Score -1061054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1061055.125000 Penalty: 4523.128906
	Iteration 34Q: 3 clusters Score -1061055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1061058.250000 Penalty: 4523.128906
	Iteration 35Q: 3 clusters Score -1061058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1061059.625000 Penalty: 4523.128906
	Iteration 36Q: 3 clusters Score -1061060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1061059.625000 Penalty: 4523.128906
	Iteration 37F: 3 clusters Score -1061060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25467.738281 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -25467.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24253.998047 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -24254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24315.416016 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -24315.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24324.486328 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -24324.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24324.486328 Penalty: 2740.624756
	Iteration 3F: 3 clusters Score -24324.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Entering Unmasked Estep 
Score: -3988258.750000 Penalty: 2596.832764
	Iteration 0F: 2 clusters Score -3988259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3964404.750000 Penalty: 5193.665527
	Iteration 0F: 3 clusters Score -3964405 nChanged 16034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3973601.500000 Penalty: 5193.665527
	Iteration 1F: 3 clusters Score -3973602 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3974755.500000 Penalty: 5193.665527
	Iteration 2F: 3 clusters Score -3974756 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3976005.250000 Penalty: 5193.665527
	Iteration 3F: 3 clusters Score -3976005 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3977312.750000 Penalty: 5193.665527
	Iteration 4F: 3 clusters Score -3977313 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3978697.750000 Penalty: 5193.665527
	Iteration 5F: 3 clusters Score -3978698 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -3980361.000000 Penalty: 5193.665527
	Iteration 6F: 3 clusters Score -3980361 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3982190.000000 Penalty: 5193.665527
	Iteration 7F: 3 clusters Score -3982190 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3983833.500000 Penalty: 5193.665527
	Iteration 8F: 3 clusters Score -3983834 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3985070.750000 Penalty: 5193.665527
	Iteration 9Q: 3 clusters Score -3985071 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3985729.500000 Penalty: 5193.665527
	Iteration 10Q: 3 clusters Score -3985730 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3986024.000000 Penalty: 5193.665527
	Iteration 11Q: 3 clusters Score -3986024 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3986140.000000 Penalty: 5193.665527
	Iteration 12Q: 3 clusters Score -3986140 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3986218.250000 Penalty: 5193.665527
	Iteration 13Q: 3 clusters Score -3986218 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3986271.750000 Penalty: 5193.665527
	Iteration 14Q: 3 clusters Score -3986272 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3986327.250000 Penalty: 5193.665527
	Iteration 15Q: 3 clusters Score -3986327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3986374.000000 Penalty: 5193.665527
	Iteration 16Q: 3 clusters Score -3986374 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3986403.000000 Penalty: 5193.665527
	Iteration 17Q: 3 clusters Score -3986403 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3986451.000000 Penalty: 5193.665527
	Iteration 18Q: 3 clusters Score -3986451 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3986480.750000 Penalty: 5193.665527
	Iteration 19Q: 3 clusters Score -3986481 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3986497.500000 Penalty: 5193.665527
	Iteration 20F: 3 clusters Score -3986498 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3986528.500000 Penalty: 5193.665527
	Iteration 21Q: 3 clusters Score -3986528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3986548.500000 Penalty: 5193.665527
	Iteration 22Q: 3 clusters Score -3986548 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3986584.250000 Penalty: 5193.665527
	Iteration 23Q: 3 clusters Score -3986584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3986610.000000 Penalty: 5193.665527
	Iteration 24Q: 3 clusters Score -3986610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3986638.750000 Penalty: 5193.665527
	Iteration 25Q: 3 clusters Score -3986639 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3986673.000000 Penalty: 5193.665527
	Iteration 26Q: 3 clusters Score -3986673 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3986704.750000 Penalty: 5193.665527
	Iteration 27Q: 3 clusters Score -3986705 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3986734.000000 Penalty: 5193.665527
	Iteration 28Q: 3 clusters Score -3986734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3986769.500000 Penalty: 5193.665527
	Iteration 29Q: 3 clusters Score -3986770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3986792.750000 Penalty: 5193.665527
	Iteration 30Q: 3 clusters Score -3986793 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3986805.750000 Penalty: 5193.665527
	Iteration 31Q: 3 clusters Score -3986806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3986802.750000 Penalty: 5193.665527
	Iteration 32Q: 3 clusters Score -3986803 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3986830.750000 Penalty: 5193.665527
	Iteration 33Q: 3 clusters Score -3986831 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3986859.500000 Penalty: 5193.665527
	Iteration 34Q: 3 clusters Score -3986860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3986878.000000 Penalty: 5193.665527
	Iteration 35Q: 3 clusters Score -3986878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3986896.250000 Penalty: 5193.665527
	Iteration 36Q: 3 clusters Score -3986896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3986900.750000 Penalty: 5193.665527
	Iteration 37Q: 3 clusters Score -3986901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3986908.000000 Penalty: 5193.665527
	Iteration 38Q: 3 clusters Score -3986908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -3986910.750000 Penalty: 5193.665527
	Iteration 39Q: 3 clusters Score -3986911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -3986912.500000 Penalty: 5193.665527
	Iteration 40F: 3 clusters Score -3986912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3986923.250000 Penalty: 5193.665527
	Iteration 41Q: 3 clusters Score -3986923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3986927.250000 Penalty: 5193.665527
	Iteration 42Q: 3 clusters Score -3986927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3986934.250000 Penalty: 5193.665527
	Iteration 43Q: 3 clusters Score -3986934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3986949.000000 Penalty: 5193.665527
	Iteration 44Q: 3 clusters Score -3986949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -3986963.250000 Penalty: 5193.665527
	Iteration 45Q: 3 clusters Score -3986963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3986961.750000 Penalty: 5193.665527
	Iteration 46Q: 3 clusters Score -3986962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3986973.500000 Penalty: 5193.665527
	Iteration 47Q: 3 clusters Score -3986974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3986978.250000 Penalty: 5193.665527
	Iteration 48Q: 3 clusters Score -3986978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3986979.000000 Penalty: 5193.665527
	Iteration 49Q: 3 clusters Score -3986979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3986988.500000 Penalty: 5193.665527
	Iteration 50Q: 3 clusters Score -3986988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -3986993.250000 Penalty: 5193.665527
	Iteration 51Q: 3 clusters Score -3986993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3986998.750000 Penalty: 5193.665527
	Iteration 52Q: 3 clusters Score -3986999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3987012.750000 Penalty: 5193.665527
	Iteration 53Q: 3 clusters Score -3987013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3987019.250000 Penalty: 5193.665527
	Iteration 54Q: 3 clusters Score -3987019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3987029.750000 Penalty: 5193.665527
	Iteration 55Q: 3 clusters Score -3987030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3987033.000000 Penalty: 5193.665527
	Iteration 56Q: 3 clusters Score -3987033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3987037.250000 Penalty: 5193.665527
	Iteration 57Q: 3 clusters Score -3987037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3987051.250000 Penalty: 5193.665527
	Iteration 58Q: 3 clusters Score -3987051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3987055.250000 Penalty: 5193.665527
	Iteration 59Q: 3 clusters Score -3987055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3987068.250000 Penalty: 5193.665527
	Iteration 60F: 3 clusters Score -3987068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3987068.500000 Penalty: 5193.665527
	Iteration 61Q: 3 clusters Score -3987068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3987088.750000 Penalty: 5193.665527
	Iteration 62Q: 3 clusters Score -3987089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3987085.250000 Penalty: 5193.665527
	Iteration 63Q: 3 clusters Score -3987085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3987099.750000 Penalty: 5193.665527
	Iteration 64Q: 3 clusters Score -3987100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3987099.500000 Penalty: 5193.665527
	Iteration 65Q: 3 clusters Score -3987100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3987101.000000 Penalty: 5193.665527
	Iteration 66Q: 3 clusters Score -3987101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3987097.250000 Penalty: 5193.665527
	Iteration 67Q: 3 clusters Score -3987097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -3987107.750000 Penalty: 5193.665527
	Iteration 68Q: 3 clusters Score -3987108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3987110.750000 Penalty: 5193.665527
	Iteration 69Q: 3 clusters Score -3987111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3987112.250000 Penalty: 5193.665527
	Iteration 70Q: 3 clusters Score -3987112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3987121.000000 Penalty: 5193.665527
	Iteration 71Q: 3 clusters Score -3987121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -3987130.500000 Penalty: 5193.665527
	Iteration 72Q: 3 clusters Score -3987130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -3987138.750000 Penalty: 5193.665527
	Iteration 73Q: 3 clusters Score -3987139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3987150.000000 Penalty: 5193.665527
	Iteration 74Q: 3 clusters Score -3987150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3987151.500000 Penalty: 5193.665527
	Iteration 75Q: 3 clusters Score -3987152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -3987148.500000 Penalty: 5193.665527
	Iteration 76Q: 3 clusters Score -3987148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3987154.250000 Penalty: 5193.665527
	Iteration 77Q: 3 clusters Score -3987154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3987173.000000 Penalty: 5193.665527
	Iteration 78Q: 3 clusters Score -3987173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3987168.750000 Penalty: 5193.665527
	Iteration 79Q: 3 clusters Score -3987169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3987169.500000 Penalty: 5193.665527
	Iteration 80F: 3 clusters Score -3987170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3987185.000000 Penalty: 5193.665527
	Iteration 81Q: 3 clusters Score -3987185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3987205.500000 Penalty: 5193.665527
	Iteration 82Q: 3 clusters Score -3987206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3987207.000000 Penalty: 5193.665527
	Iteration 83Q: 3 clusters Score -3987207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -3987211.500000 Penalty: 5193.665527
	Iteration 84Q: 3 clusters Score -3987212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -3987218.500000 Penalty: 5193.665527
	Iteration 85Q: 3 clusters Score -3987218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3987225.250000 Penalty: 5193.665527
	Iteration 86Q: 3 clusters Score -3987225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3987235.750000 Penalty: 5193.665527
	Iteration 87Q: 3 clusters Score -3987236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3987245.750000 Penalty: 5193.665527
	Iteration 88Q: 3 clusters Score -3987246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3987246.500000 Penalty: 5193.665527
	Iteration 89Q: 3 clusters Score -3987246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3987251.750000 Penalty: 5193.665527
	Iteration 90Q: 3 clusters Score -3987252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -3987253.750000 Penalty: 5193.665527
	Iteration 91Q: 3 clusters Score -3987254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -3987255.250000 Penalty: 5193.665527
	Iteration 92Q: 3 clusters Score -3987255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3987258.750000 Penalty: 5193.665527
	Iteration 93Q: 3 clusters Score -3987259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -3987261.750000 Penalty: 5193.665527
	Iteration 94Q: 3 clusters Score -3987262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3987258.750000 Penalty: 5193.665527
	Iteration 95Q: 3 clusters Score -3987259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3987273.500000 Penalty: 5193.665527
	Iteration 96Q: 3 clusters Score -3987274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3987265.750000 Penalty: 5193.665527
	Iteration 97Q: 3 clusters Score -3987266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -3987268.250000 Penalty: 5193.665527
	Iteration 98Q: 3 clusters Score -3987268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3987267.000000 Penalty: 5193.665527
	Iteration 99Q: 3 clusters Score -3987267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3987269.000000 Penalty: 5193.665527
	Iteration 100F: 3 clusters Score -3987269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3987263.250000 Penalty: 5193.665527
	Iteration 101Q: 3 clusters Score -3987263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3987261.750000 Penalty: 5193.665527
	Iteration 102Q: 3 clusters Score -3987262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3987266.500000 Penalty: 5193.665527
	Iteration 103Q: 3 clusters Score -3987266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -3987264.250000 Penalty: 5193.665527
	Iteration 104Q: 3 clusters Score -3987264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3987264.500000 Penalty: 5193.665527
	Iteration 105Q: 3 clusters Score -3987264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3987264.500000 Penalty: 5193.665527
	Iteration 106Q: 3 clusters Score -3987264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3987261.000000 Penalty: 5193.665527
	Iteration 107Q: 3 clusters Score -3987261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3987262.500000 Penalty: 5193.665527
	Iteration 108Q: 3 clusters Score -3987262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3987265.500000 Penalty: 5193.665527
	Iteration 109Q: 3 clusters Score -3987266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3987266.000000 Penalty: 5193.665527
	Iteration 110Q: 3 clusters Score -3987266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3987265.750000 Penalty: 5193.665527
	Iteration 111Q: 3 clusters Score -3987266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3987269.000000 Penalty: 5193.665527
	Iteration 112Q: 3 clusters Score -3987269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -3987267.500000 Penalty: 5193.665527
	Iteration 113Q: 3 clusters Score -3987268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -3987270.500000 Penalty: 5193.665527
	Iteration 114Q: 3 clusters Score -3987270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -3987268.250000 Penalty: 5193.665527
	Iteration 115Q: 3 clusters Score -3987268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -3987268.750000 Penalty: 5193.665527
	Iteration 116Q: 3 clusters Score -3987269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -3987270.000000 Penalty: 5193.665527
	Iteration 117Q: 3 clusters Score -3987270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3987267.250000 Penalty: 5193.665527
	Iteration 118Q: 3 clusters Score -3987267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -3987266.250000 Penalty: 5193.665527
	Iteration 119Q: 3 clusters Score -3987266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3987268.250000 Penalty: 5193.665527
	Iteration 120F: 3 clusters Score -3987268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3987267.750000 Penalty: 5193.665527
	Iteration 121Q: 3 clusters Score -3987268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -3987269.250000 Penalty: 5193.665527
	Iteration 122Q: 3 clusters Score -3987269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3987273.000000 Penalty: 5193.665527
	Iteration 123Q: 3 clusters Score -3987273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3987274.500000 Penalty: 5193.665527
	Iteration 124Q: 3 clusters Score -3987274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3987278.750000 Penalty: 5193.665527
	Iteration 125Q: 3 clusters Score -3987279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -3987273.500000 Penalty: 5193.665527
	Iteration 126Q: 3 clusters Score -3987274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3987271.500000 Penalty: 5193.665527
	Iteration 127Q: 3 clusters Score -3987272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -3987277.250000 Penalty: 5193.665527
	Iteration 128Q: 3 clusters Score -3987277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3987283.250000 Penalty: 5193.665527
	Iteration 129Q: 3 clusters Score -3987283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3987280.750000 Penalty: 5193.665527
	Iteration 130Q: 3 clusters Score -3987281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3987281.500000 Penalty: 5193.665527
	Iteration 131Q: 3 clusters Score -3987282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -3987287.500000 Penalty: 5193.665527
	Iteration 132Q: 3 clusters Score -3987288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -3987286.500000 Penalty: 5193.665527
	Iteration 133Q: 3 clusters Score -3987286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3987290.750000 Penalty: 5193.665527
	Iteration 134Q: 3 clusters Score -3987291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -3987289.750000 Penalty: 5193.665527
	Iteration 135Q: 3 clusters Score -3987290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -3987290.000000 Penalty: 5193.665527
	Iteration 136Q: 3 clusters Score -3987290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3987289.000000 Penalty: 5193.665527
	Iteration 137Q: 3 clusters Score -3987289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -3987287.500000 Penalty: 5193.665527
	Iteration 138Q: 3 clusters Score -3987288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3987284.500000 Penalty: 5193.665527
	Iteration 139Q: 3 clusters Score -3987284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3987284.500000 Penalty: 5193.665527
	Iteration 140F: 3 clusters Score -3987284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -36353.367188 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -36353.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35060.785156 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -35060.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35326.027344 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -35326.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35485.492188 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -35485.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35553.628906 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -35553.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35600.980469 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -35600.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35611.300781 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -35611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35625.464844 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -35625.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35628.812500 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -35628.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35631.449219 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -35631.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35635.613281 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -35635.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35635.613281 Penalty: 2951.518799
	Iteration 10F: 3 clusters Score -35635.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Entering Unmasked Estep 
Score: -4132339.500000 Penalty: 2603.723389
	Iteration 0F: 2 clusters Score -4132340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4107622.500000 Penalty: 5207.446777
	Iteration 0F: 3 clusters Score -4107622 nChanged 16550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4116612.500000 Penalty: 5207.446777
	Iteration 1F: 3 clusters Score -4116612 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4117206.000000 Penalty: 5207.446777
	Iteration 2Q: 3 clusters Score -4117206 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4117929.000000 Penalty: 5207.446777
	Iteration 3Q: 3 clusters Score -4117929 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4118879.500000 Penalty: 5207.446777
	Iteration 4F: 3 clusters Score -4118880 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4120275.250000 Penalty: 5207.446777
	Iteration 5F: 3 clusters Score -4120275 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4122224.000000 Penalty: 5207.446777
	Iteration 6F: 3 clusters Score -4122224 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4124590.500000 Penalty: 5207.446777
	Iteration 7F: 3 clusters Score -4124590 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4126822.500000 Penalty: 5207.446777
	Iteration 8F: 3 clusters Score -4126822 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4128460.250000 Penalty: 5207.446777
	Iteration 9Q: 3 clusters Score -4128460 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4129295.750000 Penalty: 5207.446777
	Iteration 10Q: 3 clusters Score -4129296 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4129661.750000 Penalty: 5207.446777
	Iteration 11Q: 3 clusters Score -4129662 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4129857.000000 Penalty: 5207.446777
	Iteration 12Q: 3 clusters Score -4129857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4129940.000000 Penalty: 5207.446777
	Iteration 13Q: 3 clusters Score -4129940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4129994.500000 Penalty: 5207.446777
	Iteration 14Q: 3 clusters Score -4129994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4130033.500000 Penalty: 5207.446777
	Iteration 15Q: 3 clusters Score -4130034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -4130051.750000 Penalty: 5207.446777
	Iteration 16Q: 3 clusters Score -4130052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4130068.500000 Penalty: 5207.446777
	Iteration 17Q: 3 clusters Score -4130068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4130081.250000 Penalty: 5207.446777
	Iteration 18Q: 3 clusters Score -4130081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4130089.000000 Penalty: 5207.446777
	Iteration 19Q: 3 clusters Score -4130089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4130086.250000 Penalty: 5207.446777
	Iteration 20F: 3 clusters Score -4130086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Entering Unmasked Estep 
Score: -952917.687500 Penalty: 2239.652100
	Iteration 0F: 2 clusters Score -952917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -946311.125000 Penalty: 4479.304199
	Iteration 0F: 3 clusters Score -946311.1 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -948049.000000 Penalty: 4479.304199
	Iteration 1F: 3 clusters Score -948049 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -948306.250000 Penalty: 4479.304199
	Iteration 2F: 3 clusters Score -948306.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -948476.437500 Penalty: 4479.304199
	Iteration 3Q: 3 clusters Score -948476.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -948626.750000 Penalty: 4479.304199
	Iteration 4Q: 3 clusters Score -948626.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -948760.625000 Penalty: 4479.304199
	Iteration 5Q: 3 clusters Score -948760.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -948860.562500 Penalty: 4479.304199
	Iteration 6Q: 3 clusters Score -948860.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -948949.187500 Penalty: 4479.304199
	Iteration 7Q: 3 clusters Score -948949.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -949053.250000 Penalty: 4479.304199
	Iteration 8Q: 3 clusters Score -949053.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -949158.312500 Penalty: 4479.304199
	Iteration 9Q: 3 clusters Score -949158.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -949276.812500 Penalty: 4479.304199
	Iteration 10Q: 3 clusters Score -949276.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -949393.250000 Penalty: 4479.304199
	Iteration 11Q: 3 clusters Score -949393.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -949505.250000 Penalty: 4479.304199
	Iteration 12Q: 3 clusters Score -949505.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -949622.562500 Penalty: 4479.304199
	Iteration 13Q: 3 clusters Score -949622.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -949756.062500 Penalty: 4479.304199
	Iteration 14Q: 3 clusters Score -949756.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -949888.750000 Penalty: 4479.304199
	Iteration 15Q: 3 clusters Score -949888.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -950010.250000 Penalty: 4479.304199
	Iteration 16Q: 3 clusters Score -950010.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -950123.187500 Penalty: 4479.304199
	Iteration 17Q: 3 clusters Score -950123.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -950213.625000 Penalty: 4479.304199
	Iteration 18Q: 3 clusters Score -950213.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -950289.937500 Penalty: 4479.304199
	Iteration 19Q: 3 clusters Score -950289.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -950359.062500 Penalty: 4479.304199
	Iteration 20F: 3 clusters Score -950359.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -950413.500000 Penalty: 4479.304199
	Iteration 21Q: 3 clusters Score -950413.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -950456.937500 Penalty: 4479.304199
	Iteration 22Q: 3 clusters Score -950456.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -950502.000000 Penalty: 4479.304199
	Iteration 23Q: 3 clusters Score -950502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -950541.500000 Penalty: 4479.304199
	Iteration 24Q: 3 clusters Score -950541.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -950574.062500 Penalty: 4479.304199
	Iteration 25Q: 3 clusters Score -950574.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -950603.437500 Penalty: 4479.304199
	Iteration 26Q: 3 clusters Score -950603.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -950634.687500 Penalty: 4479.304199
	Iteration 27Q: 3 clusters Score -950634.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -950661.875000 Penalty: 4479.304199
	Iteration 28Q: 3 clusters Score -950661.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -950687.625000 Penalty: 4479.304199
	Iteration 29Q: 3 clusters Score -950687.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -950702.562500 Penalty: 4479.304199
	Iteration 30Q: 3 clusters Score -950702.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -950719.562500 Penalty: 4479.304199
	Iteration 31Q: 3 clusters Score -950719.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -950738.687500 Penalty: 4479.304199
	Iteration 32Q: 3 clusters Score -950738.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -950750.562500 Penalty: 4479.304199
	Iteration 33Q: 3 clusters Score -950750.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -950774.562500 Penalty: 4479.304199
	Iteration 34Q: 3 clusters Score -950774.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -950796.000000 Penalty: 4479.304199
	Iteration 35Q: 3 clusters Score -950796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -950816.937500 Penalty: 4479.304199
	Iteration 36Q: 3 clusters Score -950816.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -950831.687500 Penalty: 4479.304199
	Iteration 37Q: 3 clusters Score -950831.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -950848.125000 Penalty: 4479.304199
	Iteration 38Q: 3 clusters Score -950848.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -950858.500000 Penalty: 4479.304199
	Iteration 39Q: 3 clusters Score -950858.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -950867.312500 Penalty: 4479.304199
	Iteration 40F: 3 clusters Score -950867.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -950878.062500 Penalty: 4479.304199
	Iteration 41Q: 3 clusters Score -950878.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -950887.875000 Penalty: 4479.304199
	Iteration 42Q: 3 clusters Score -950887.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -950892.750000 Penalty: 4479.304199
	Iteration 43Q: 3 clusters Score -950892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -950894.625000 Penalty: 4479.304199
	Iteration 44Q: 3 clusters Score -950894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -950898.812500 Penalty: 4479.304199
	Iteration 45Q: 3 clusters Score -950898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -950900.875000 Penalty: 4479.304199
	Iteration 46Q: 3 clusters Score -950900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -950906.562500 Penalty: 4479.304199
	Iteration 47Q: 3 clusters Score -950906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -950908.187500 Penalty: 4479.304199
	Iteration 48Q: 3 clusters Score -950908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -950911.187500 Penalty: 4479.304199
	Iteration 49Q: 3 clusters Score -950911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -950915.000000 Penalty: 4479.304199
	Iteration 50Q: 3 clusters Score -950915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -950916.687500 Penalty: 4479.304199
	Iteration 51Q: 3 clusters Score -950916.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -950922.687500 Penalty: 4479.304199
	Iteration 52Q: 3 clusters Score -950922.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -950922.875000 Penalty: 4479.304199
	Iteration 53Q: 3 clusters Score -950922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -950924.500000 Penalty: 4479.304199
	Iteration 54Q: 3 clusters Score -950924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -950930.000000 Penalty: 4479.304199
	Iteration 55Q: 3 clusters Score -950930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -950935.750000 Penalty: 4479.304199
	Iteration 56Q: 3 clusters Score -950935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -950939.000000 Penalty: 4479.304199
	Iteration 57Q: 3 clusters Score -950939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -950944.250000 Penalty: 4479.304199
	Iteration 58Q: 3 clusters Score -950944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -950947.375000 Penalty: 4479.304199
	Iteration 59Q: 3 clusters Score -950947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -950950.937500 Penalty: 4479.304199
	Iteration 60F: 3 clusters Score -950950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -950954.875000 Penalty: 4479.304199
	Iteration 61Q: 3 clusters Score -950954.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -950956.312500 Penalty: 4479.304199
	Iteration 62Q: 3 clusters Score -950956.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -950960.687500 Penalty: 4479.304199
	Iteration 63Q: 3 clusters Score -950960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -950964.187500 Penalty: 4479.304199
	Iteration 64Q: 3 clusters Score -950964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -950967.062500 Penalty: 4479.304199
	Iteration 65Q: 3 clusters Score -950967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -950966.562500 Penalty: 4479.304199
	Iteration 66Q: 3 clusters Score -950966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -950968.062500 Penalty: 4479.304199
	Iteration 67Q: 3 clusters Score -950968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -950969.562500 Penalty: 4479.304199
	Iteration 68Q: 3 clusters Score -950969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -950970.062500 Penalty: 4479.304199
	Iteration 69Q: 3 clusters Score -950970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -950971.062500 Penalty: 4479.304199
	Iteration 70Q: 3 clusters Score -950971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -950971.062500 Penalty: 4479.304199
	Iteration 71F: 3 clusters Score -950971.1 nChanged 0
--- Evaluating fit on full set of 2406351 points ---
Entering Unmasked Estep 
Score: -265806256.000000 Penalty: 76524.382812
24->22 Clusters: Score -265806256.000000, best is -265826544.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 802117 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 33166 members 
Mstep: Class 3 contains 32953 members 
Mstep: Class 4 contains 33466 members 
Mstep: Class 5 contains 33588 members 
Mstep: Class 6 contains 33377 members 
Mstep: Class 7 contains 32806 members 
Mstep: Class 8 contains 33478 members 
Mstep: Class 9 contains 33628 members 
Mstep: Class 10 contains 33263 members 
Mstep: Class 11 contains 33436 members 
Mstep: Class 12 contains 33870 members 
Mstep: Class 13 contains 33488 members 
Mstep: Class 14 contains 33595 members 
Mstep: Class 15 contains 33400 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 33202 members 
Mstep: Class 18 contains 33650 members 
Mstep: Class 19 contains 33475 members 
Mstep: Class 20 contains 33473 members 
Mstep: Class 21 contains 33175 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 33431 members 
Mstep: Class 24 contains 33398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 792.828735 but Gain 3371.562500
Score: -85475880.000000 Penalty: 77545.937500
Iteration 0F: 24 clusters Score -8.547588e+07 nChanged 762870
Entering Unmasked Mstep 
Mstep: Class 0 contains 1818 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 40929 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 67095 members 
Mstep: Class 6 contains 33560 members 
Mstep: Class 7 contains 37355 members 
Mstep: Class 8 contains 24243 members 
Mstep: Class 9 contains 25339 members 
Mstep: Class 10 contains 35760 members 
Mstep: Class 11 contains 46070 members 
Mstep: Class 12 contains 15224 members 
Mstep: Class 13 contains 32875 members 
Mstep: Class 14 contains 17381 members 
Mstep: Class 15 contains 37859 members 
Mstep: Class 16 contains 17914 members 
Mstep: Class 17 contains 55145 members 
Mstep: Class 18 contains 27055 members 
Mstep: Class 19 contains 39712 members 
Mstep: Class 20 contains 73789 members 
Mstep: Class 21 contains 35075 members 
Mstep: Class 22 contains 22542 members 
Mstep: Class 23 contains 23247 members 
Mstep: Class 24 contains 22620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87359720.000000 Penalty: 77545.937500
Iteration 1F: 24 clusters Score -8.735972e+07 nChanged 239931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1080 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 45652 members 
Mstep: Class 4 contains 22649 members 
Mstep: Class 5 contains 69647 members 
Mstep: Class 6 contains 34212 members 
Mstep: Class 7 contains 36188 members 
Mstep: Class 8 contains 22553 members 
Mstep: Class 9 contains 19682 members 
Mstep: Class 10 contains 36678 members 
Mstep: Class 11 contains 51335 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 40199 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 60233 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 40402 members 
Mstep: Class 20 contains 100899 members 
Mstep: Class 21 contains 31267 members 
Mstep: Class 22 contains 19079 members 
Mstep: Class 23 contains 16150 members 
Mstep: Class 24 contains 17336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87724288.000000 Penalty: 77545.937500
Iteration 2F: 24 clusters Score -8.772429e+07 nChanged 186521
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 43757 members 
Mstep: Class 4 contains 16901 members 
Mstep: Class 5 contains 75803 members 
Mstep: Class 6 contains 31861 members 
Mstep: Class 7 contains 32455 members 
Mstep: Class 8 contains 19755 members 
Mstep: Class 9 contains 16727 members 
Mstep: Class 10 contains 33007 members 
Mstep: Class 11 contains 51108 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 28198 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 38610 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 69579 members 
Mstep: Class 18 contains 30503 members 
Mstep: Class 19 contains 37726 members 
Mstep: Class 20 contains 141386 members 
Mstep: Class 21 contains 33891 members 
Mstep: Class 22 contains 13904 members 
Mstep: Class 23 contains 11458 members 
Mstep: Class 24 contains 7927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87950856.000000 Penalty: 77545.937500
Iteration 3F: 24 clusters Score -8.795086e+07 nChanged 151957
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 38154 members 
Mstep: Class 4 contains 12511 members 
Mstep: Class 5 contains 85990 members 
Mstep: Class 6 contains 27532 members 
Mstep: Class 7 contains 27779 members 
Mstep: Class 8 contains 16247 members 
Mstep: Class 9 contains 14192 members 
Mstep: Class 10 contains 26510 members 
Mstep: Class 11 contains 47975 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 23164 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 33951 members 
Mstep: Class 16 contains 3126 members 
Mstep: Class 17 contains 76360 members 
Mstep: Class 18 contains 30515 members 
Mstep: Class 19 contains 32389 members 
Mstep: Class 20 contains 191133 members 
Mstep: Class 21 contains 38803 members 
Mstep: Class 22 contains 8896 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2959.533936 but Gain 3371.562500
Score: -88094584.000000 Penalty: 74174.375000
Iteration 4F: 23 clusters Score -8.809458e+07 nChanged 131813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 31358 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 98754 members 
Mstep: Class 6 contains 22659 members 
Mstep: Class 7 contains 22871 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 19276 members 
Mstep: Class 11 contains 43106 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 17786 members 
Mstep: Class 14 contains 12426 members 
Mstep: Class 15 contains 27504 members 
Mstep: Class 17 contains 78628 members 
Mstep: Class 18 contains 28504 members 
Mstep: Class 19 contains 25823 members 
Mstep: Class 20 contains 245253 members 
Mstep: Class 21 contains 43855 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 5724 members 
Mstep: Class 24 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2821.662598 but Gain 3371.562500
Score: -88193088.000000 Penalty: 70802.812500
Iteration 5F: 22 clusters Score -8.819309e+07 nChanged 115159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 25162 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 114689 members 
Mstep: Class 6 contains 19107 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 9448 members 
Mstep: Class 9 contains 8291 members 
Mstep: Class 10 contains 13174 members 
Mstep: Class 11 contains 38743 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 12986 members 
Mstep: Class 14 contains 15281 members 
Mstep: Class 15 contains 21054 members 
Mstep: Class 17 contains 77744 members 
Mstep: Class 18 contains 25971 members 
Mstep: Class 19 contains 20392 members 
Mstep: Class 20 contains 287340 members 
Mstep: Class 21 contains 48180 members 
Mstep: Class 23 contains 3809 members 
Mstep: Class 24 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2651.839355 but Gain 3371.562500
Score: -88240528.000000 Penalty: 67431.250000
Iteration 6F: 21 clusters Score -8.824053e+07 nChanged 92941
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 20457 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 136913 members 
Mstep: Class 6 contains 18134 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 5947 members 
Mstep: Class 10 contains 9006 members 
Mstep: Class 11 contains 37391 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 9916 members 
Mstep: Class 14 contains 17684 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 17 contains 76987 members 
Mstep: Class 18 contains 23919 members 
Mstep: Class 19 contains 16875 members 
Mstep: Class 20 contains 300147 members 
Mstep: Class 21 contains 51383 members 
Mstep: Class 24 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3091.085205 but Gain 3371.562500
Score: -88291504.000000 Penalty: 64059.687500
Iteration 7F: 20 clusters Score -8.82915e+07 nChanged 79200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 16788 members 
Mstep: Class 5 contains 164312 members 
Mstep: Class 6 contains 18683 members 
Mstep: Class 7 contains 12145 members 
Mstep: Class 8 contains 6409 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 37975 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 13 contains 7630 members 
Mstep: Class 14 contains 19076 members 
Mstep: Class 15 contains 11713 members 
Mstep: Class 17 contains 76963 members 
Mstep: Class 18 contains 22323 members 
Mstep: Class 19 contains 14158 members 
Mstep: Class 20 contains 297358 members 
Mstep: Class 21 contains 52129 members 
Mstep: Class 24 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2680.596924 but Gain 3371.562500
Score: -88345776.000000 Penalty: 60688.125000
Iteration 8F: 19 clusters Score -8.834578e+07 nChanged 70129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 5 contains 194759 members 
Mstep: Class 6 contains 20012 members 
Mstep: Class 7 contains 9642 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 10 contains 3799 members 
Mstep: Class 11 contains 39470 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 19749 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 17 contains 76092 members 
Mstep: Class 18 contains 20942 members 
Mstep: Class 19 contains 11851 members 
Mstep: Class 20 contains 285821 members 
Mstep: Class 21 contains 50881 members 
Mstep: Class 24 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2388.866943 but Gain 3371.562500
Score: -88398776.000000 Penalty: 57316.562500
Iteration 9F: 18 clusters Score -8.839878e+07 nChanged 62348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 10980 members 
Mstep: Class 5 contains 225935 members 
Mstep: Class 6 contains 21897 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 11 contains 41584 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 19850 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 17 contains 74413 members 
Mstep: Class 18 contains 19857 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 269463 members 
Mstep: Class 21 contains 48073 members 
Mstep: Class 24 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88445176.000000 Penalty: 57316.562500
Iteration 10F: 18 clusters Score -8.844518e+07 nChanged 54323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 9023 members 
Mstep: Class 5 contains 256720 members 
Mstep: Class 6 contains 23811 members 
Mstep: Class 7 contains 5904 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 11 contains 43219 members 
Mstep: Class 12 contains 1617 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 19419 members 
Mstep: Class 15 contains 4162 members 
Mstep: Class 17 contains 71727 members 
Mstep: Class 18 contains 18981 members 
Mstep: Class 19 contains 8652 members 
Mstep: Class 20 contains 249425 members 
Mstep: Class 21 contains 45194 members 
Mstep: Class 24 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88467904.000000 Penalty: 57316.562500
Iteration 11F: 18 clusters Score -8.84679e+07 nChanged 49894
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 7687 members 
Mstep: Class 5 contains 283638 members 
Mstep: Class 6 contains 25743 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 11 contains 45088 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 3072 members 
Mstep: Class 14 contains 18945 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 17 contains 69161 members 
Mstep: Class 18 contains 18231 members 
Mstep: Class 19 contains 7783 members 
Mstep: Class 20 contains 227763 members 
Mstep: Class 21 contains 44259 members 
Mstep: Class 24 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2968.843750 but Gain 3371.562500
Score: -88476944.000000 Penalty: 53945.000000
Iteration 12F: 17 clusters Score -8.847694e+07 nChanged 42371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 6774 members 
Mstep: Class 5 contains 302029 members 
Mstep: Class 6 contains 27220 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 11 contains 46993 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 2672 members 
Mstep: Class 14 contains 18495 members 
Mstep: Class 17 contains 67117 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 7239 members 
Mstep: Class 20 contains 213391 members 
Mstep: Class 21 contains 44719 members 
Mstep: Class 24 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3195.476074 but Gain 3371.562500
Score: -88481592.000000 Penalty: 50573.437500
Iteration 13F: 16 clusters Score -8.848159e+07 nChanged 33090
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 5 contains 311787 members 
Mstep: Class 6 contains 28207 members 
Mstep: Class 7 contains 3948 members 
Mstep: Class 8 contains 4037 members 
Mstep: Class 11 contains 49069 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 14 contains 18184 members 
Mstep: Class 17 contains 65120 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 6845 members 
Mstep: Class 20 contains 205775 members 
Mstep: Class 21 contains 45363 members 
Mstep: Class 24 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88484936.000000 Penalty: 50573.437500
Iteration 14Q: 16 clusters Score -8.848494e+07 nChanged 23918
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 5 contains 315553 members 
Mstep: Class 6 contains 28935 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 8 contains 4061 members 
Mstep: Class 11 contains 50734 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 17 contains 63316 members 
Mstep: Class 18 contains 17318 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 201544 members 
Mstep: Class 21 contains 45913 members 
Mstep: Class 24 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88487336.000000 Penalty: 50573.437500
Iteration 15Q: 16 clusters Score -8.848734e+07 nChanged 18763
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 5237 members 
Mstep: Class 5 contains 316287 members 
Mstep: Class 6 contains 29606 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 11 contains 52247 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 17 contains 61812 members 
Mstep: Class 18 contains 17255 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 199845 members 
Mstep: Class 21 contains 46297 members 
Mstep: Class 24 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88490496.000000 Penalty: 50573.437500
Iteration 16Q: 16 clusters Score -8.84905e+07 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 5 contains 315234 members 
Mstep: Class 6 contains 30182 members 
Mstep: Class 7 contains 3655 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 11 contains 53558 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 14 contains 17766 members 
Mstep: Class 17 contains 60494 members 
Mstep: Class 18 contains 17239 members 
Mstep: Class 19 contains 6344 members 
Mstep: Class 20 contains 199980 members 
Mstep: Class 21 contains 46439 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88493168.000000 Penalty: 50573.437500
Iteration 17Q: 16 clusters Score -8.849317e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 5 contains 313102 members 
Mstep: Class 6 contains 30647 members 
Mstep: Class 7 contains 3743 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 11 contains 54723 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 17 contains 59265 members 
Mstep: Class 18 contains 17217 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 201363 members 
Mstep: Class 21 contains 46373 members 
Mstep: Class 24 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88496368.000000 Penalty: 50573.437500
Iteration 18Q: 16 clusters Score -8.849637e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 5 contains 310335 members 
Mstep: Class 6 contains 30926 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 11 contains 55709 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 14 contains 17760 members 
Mstep: Class 17 contains 58124 members 
Mstep: Class 18 contains 17202 members 
Mstep: Class 19 contains 6390 members 
Mstep: Class 20 contains 203632 members 
Mstep: Class 21 contains 46190 members 
Mstep: Class 24 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88499272.000000 Penalty: 50573.437500
Iteration 19Q: 16 clusters Score -8.849927e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 5 contains 307216 members 
Mstep: Class 6 contains 31155 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 5252 members 
Mstep: Class 11 contains 56527 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 17 contains 57032 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 6467 members 
Mstep: Class 20 contains 206388 members 
Mstep: Class 21 contains 45916 members 
Mstep: Class 24 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88503576.000000 Penalty: 50573.437500
Iteration 20F: 16 clusters Score -8.850358e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 5 contains 304084 members 
Mstep: Class 6 contains 31208 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 11 contains 57155 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 17 contains 56016 members 
Mstep: Class 18 contains 17136 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 209512 members 
Mstep: Class 21 contains 45535 members 
Mstep: Class 24 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88507920.000000 Penalty: 50573.437500
Iteration 21Q: 16 clusters Score -8.850792e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 4326 members 
Mstep: Class 5 contains 300777 members 
Mstep: Class 6 contains 31190 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 11 contains 57676 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 17 contains 55027 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 212896 members 
Mstep: Class 21 contains 45148 members 
Mstep: Class 24 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88511992.000000 Penalty: 50573.437500
Iteration 22Q: 16 clusters Score -8.851199e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 5 contains 297582 members 
Mstep: Class 6 contains 31005 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 6228 members 
Mstep: Class 11 contains 58085 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 17 contains 53986 members 
Mstep: Class 18 contains 17065 members 
Mstep: Class 19 contains 6870 members 
Mstep: Class 20 contains 216518 members 
Mstep: Class 21 contains 44712 members 
Mstep: Class 24 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88516512.000000 Penalty: 50573.437500
Iteration 23Q: 16 clusters Score -8.851651e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 5 contains 294255 members 
Mstep: Class 6 contains 30726 members 
Mstep: Class 7 contains 5822 members 
Mstep: Class 8 contains 6535 members 
Mstep: Class 11 contains 58469 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 14 contains 17939 members 
Mstep: Class 17 contains 52922 members 
Mstep: Class 18 contains 17050 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 220462 members 
Mstep: Class 21 contains 44250 members 
Mstep: Class 24 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88520328.000000 Penalty: 50573.437500
Iteration 24Q: 16 clusters Score -8.852033e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 5 contains 290973 members 
Mstep: Class 6 contains 30436 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 11 contains 58787 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 17 contains 51767 members 
Mstep: Class 18 contains 17021 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 224323 members 
Mstep: Class 21 contains 43804 members 
Mstep: Class 24 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88523536.000000 Penalty: 50573.437500
Iteration 25Q: 16 clusters Score -8.852354e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 5 contains 288052 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 11 contains 59109 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 14 contains 18004 members 
Mstep: Class 17 contains 50717 members 
Mstep: Class 18 contains 16997 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 227562 members 
Mstep: Class 21 contains 43372 members 
Mstep: Class 24 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88526288.000000 Penalty: 50573.437500
Iteration 26Q: 16 clusters Score -8.852629e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 5 contains 285512 members 
Mstep: Class 6 contains 30101 members 
Mstep: Class 7 contains 8260 members 
Mstep: Class 8 contains 7418 members 
Mstep: Class 11 contains 59370 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 14 contains 18053 members 
Mstep: Class 17 contains 49731 members 
Mstep: Class 18 contains 16986 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 230073 members 
Mstep: Class 21 contains 42952 members 
Mstep: Class 24 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88529360.000000 Penalty: 50573.437500
Iteration 27Q: 16 clusters Score -8.852936e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 5 contains 283439 members 
Mstep: Class 6 contains 30066 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 11 contains 59665 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 14 contains 18082 members 
Mstep: Class 17 contains 48748 members 
Mstep: Class 18 contains 16974 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 231733 members 
Mstep: Class 21 contains 42657 members 
Mstep: Class 24 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88531832.000000 Penalty: 50573.437500
Iteration 28Q: 16 clusters Score -8.853183e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 5 contains 281992 members 
Mstep: Class 6 contains 30047 members 
Mstep: Class 7 contains 10585 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 11 contains 59904 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 14 contains 18115 members 
Mstep: Class 17 contains 47845 members 
Mstep: Class 18 contains 16963 members 
Mstep: Class 19 contains 7646 members 
Mstep: Class 20 contains 232631 members 
Mstep: Class 21 contains 42407 members 
Mstep: Class 24 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88534440.000000 Penalty: 50573.437500
Iteration 29Q: 16 clusters Score -8.853444e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 5 contains 281094 members 
Mstep: Class 6 contains 30053 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 11 contains 60068 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 14 contains 18155 members 
Mstep: Class 17 contains 47118 members 
Mstep: Class 18 contains 16955 members 
Mstep: Class 19 contains 7787 members 
Mstep: Class 20 contains 232969 members 
Mstep: Class 21 contains 42192 members 
Mstep: Class 24 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88536568.000000 Penalty: 50573.437500
Iteration 30Q: 16 clusters Score -8.853657e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 5 contains 280510 members 
Mstep: Class 6 contains 30130 members 
Mstep: Class 7 contains 12533 members 
Mstep: Class 8 contains 8253 members 
Mstep: Class 11 contains 60214 members 
Mstep: Class 12 contains 2141 members 
Mstep: Class 14 contains 18181 members 
Mstep: Class 17 contains 46496 members 
Mstep: Class 18 contains 16955 members 
Mstep: Class 19 contains 7957 members 
Mstep: Class 20 contains 232874 members 
Mstep: Class 21 contains 42038 members 
Mstep: Class 24 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88539192.000000 Penalty: 50573.437500
Iteration 31Q: 16 clusters Score -8.853919e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 5 contains 280172 members 
Mstep: Class 6 contains 30212 members 
Mstep: Class 7 contains 13284 members 
Mstep: Class 8 contains 8407 members 
Mstep: Class 11 contains 60323 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 14 contains 18204 members 
Mstep: Class 17 contains 45929 members 
Mstep: Class 18 contains 16946 members 
Mstep: Class 19 contains 8152 members 
Mstep: Class 20 contains 232617 members 
Mstep: Class 21 contains 41915 members 
Mstep: Class 24 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88541104.000000 Penalty: 50573.437500
Iteration 32Q: 16 clusters Score -8.85411e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 5 contains 280024 members 
Mstep: Class 6 contains 30362 members 
Mstep: Class 7 contains 13881 members 
Mstep: Class 8 contains 8559 members 
Mstep: Class 11 contains 60424 members 
Mstep: Class 12 contains 2148 members 
Mstep: Class 14 contains 18219 members 
Mstep: Class 17 contains 45440 members 
Mstep: Class 18 contains 16927 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 232186 members 
Mstep: Class 21 contains 41822 members 
Mstep: Class 24 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88542352.000000 Penalty: 50573.437500
Iteration 33Q: 16 clusters Score -8.854235e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 5 contains 279976 members 
Mstep: Class 6 contains 30478 members 
Mstep: Class 7 contains 14394 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 11 contains 60478 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 14 contains 18236 members 
Mstep: Class 17 contains 45018 members 
Mstep: Class 18 contains 16910 members 
Mstep: Class 19 contains 8588 members 
Mstep: Class 20 contains 231703 members 
Mstep: Class 21 contains 41746 members 
Mstep: Class 24 contains 1225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88543744.000000 Penalty: 50573.437500
Iteration 34Q: 16 clusters Score -8.854374e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 5 contains 279913 members 
Mstep: Class 6 contains 30581 members 
Mstep: Class 7 contains 14868 members 
Mstep: Class 8 contains 8798 members 
Mstep: Class 11 contains 60558 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 14 contains 18243 members 
Mstep: Class 17 contains 44633 members 
Mstep: Class 18 contains 16895 members 
Mstep: Class 19 contains 8794 members 
Mstep: Class 20 contains 231276 members 
Mstep: Class 21 contains 41656 members 
Mstep: Class 24 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88544944.000000 Penalty: 50573.437500
Iteration 35Q: 16 clusters Score -8.854494e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 5 contains 279823 members 
Mstep: Class 6 contains 30704 members 
Mstep: Class 7 contains 15241 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 11 contains 60625 members 
Mstep: Class 12 contains 2164 members 
Mstep: Class 14 contains 18260 members 
Mstep: Class 17 contains 44318 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 9020 members 
Mstep: Class 20 contains 230887 members 
Mstep: Class 21 contains 41558 members 
Mstep: Class 24 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88546352.000000 Penalty: 50573.437500
Iteration 36Q: 16 clusters Score -8.854635e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 5 contains 279650 members 
Mstep: Class 6 contains 30851 members 
Mstep: Class 7 contains 15538 members 
Mstep: Class 8 contains 8992 members 
Mstep: Class 11 contains 60671 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 14 contains 18278 members 
Mstep: Class 17 contains 44050 members 
Mstep: Class 18 contains 16859 members 
Mstep: Class 19 contains 9213 members 
Mstep: Class 20 contains 230684 members 
Mstep: Class 21 contains 41437 members 
Mstep: Class 24 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88547384.000000 Penalty: 50573.437500
Iteration 37Q: 16 clusters Score -8.854738e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 5 contains 279468 members 
Mstep: Class 6 contains 31018 members 
Mstep: Class 7 contains 15803 members 
Mstep: Class 8 contains 9092 members 
Mstep: Class 11 contains 60674 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 17 contains 43852 members 
Mstep: Class 18 contains 16845 members 
Mstep: Class 19 contains 9403 members 
Mstep: Class 20 contains 230494 members 
Mstep: Class 21 contains 41318 members 
Mstep: Class 24 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88548544.000000 Penalty: 50573.437500
Iteration 38Q: 16 clusters Score -8.854854e+07 nChanged 3626
Entering ConstructFrom: 
Score: -88548544.000000 Penalty: 50573.437500
Entering ConstructFrom: 
Trying to split cluster 1 (38922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Entering Unmasked Estep 
Score: -4404861.500000 Penalty: 2621.190186
	Iteration 0F: 2 clusters Score -4404862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4378422.500000 Penalty: 5242.380371
	Iteration 0F: 3 clusters Score -4378422 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4388559.000000 Penalty: 5242.380371
	Iteration 1F: 3 clusters Score -4388559 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4389817.000000 Penalty: 5242.380371
	Iteration 2F: 3 clusters Score -4389817 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4391621.000000 Penalty: 5242.380371
	Iteration 3F: 3 clusters Score -4391621 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -4393875.500000 Penalty: 5242.380371
	Iteration 4F: 3 clusters Score -4393876 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4396406.500000 Penalty: 5242.380371
	Iteration 5F: 3 clusters Score -4396406 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4398739.500000 Penalty: 5242.380371
	Iteration 6F: 3 clusters Score -4398740 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -4400533.000000 Penalty: 5242.380371
	Iteration 7F: 3 clusters Score -4400533 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4401883.500000 Penalty: 5242.380371
	Iteration 8Q: 3 clusters Score -4401884 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4402890.500000 Penalty: 5242.380371
	Iteration 9Q: 3 clusters Score -4402890 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4403457.500000 Penalty: 5242.380371
	Iteration 10Q: 3 clusters Score -4403458 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4403782.000000 Penalty: 5242.380371
	Iteration 11Q: 3 clusters Score -4403782 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4404007.500000 Penalty: 5242.380371
	Iteration 12Q: 3 clusters Score -4404008 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4404186.500000 Penalty: 5242.380371
	Iteration 13Q: 3 clusters Score -4404186 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4404325.500000 Penalty: 5242.380371
	Iteration 14Q: 3 clusters Score -4404326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4404427.500000 Penalty: 5242.380371
	Iteration 15Q: 3 clusters Score -4404428 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4404520.000000 Penalty: 5242.380371
	Iteration 16Q: 3 clusters Score -4404520 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4404605.000000 Penalty: 5242.380371
	Iteration 17Q: 3 clusters Score -4404605 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4404659.500000 Penalty: 5242.380371
	Iteration 18Q: 3 clusters Score -4404660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4404699.500000 Penalty: 5242.380371
	Iteration 19Q: 3 clusters Score -4404700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4404743.500000 Penalty: 5242.380371
	Iteration 20F: 3 clusters Score -4404744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4404766.500000 Penalty: 5242.380371
	Iteration 21Q: 3 clusters Score -4404766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4404765.500000 Penalty: 5242.380371
	Iteration 22Q: 3 clusters Score -4404766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4404776.500000 Penalty: 5242.380371
	Iteration 23Q: 3 clusters Score -4404776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4404791.000000 Penalty: 5242.380371
	Iteration 24Q: 3 clusters Score -4404791 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4404810.000000 Penalty: 5242.380371
	Iteration 25Q: 3 clusters Score -4404810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4404815.000000 Penalty: 5242.380371
	Iteration 26Q: 3 clusters Score -4404815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4404833.500000 Penalty: 5242.380371
	Iteration 27Q: 3 clusters Score -4404834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4404834.500000 Penalty: 5242.380371
	Iteration 28Q: 3 clusters Score -4404834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4404838.000000 Penalty: 5242.380371
	Iteration 29Q: 3 clusters Score -4404838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4404844.500000 Penalty: 5242.380371
	Iteration 30Q: 3 clusters Score -4404844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4404837.500000 Penalty: 5242.380371
	Iteration 31Q: 3 clusters Score -4404838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4404834.500000 Penalty: 5242.380371
	Iteration 32Q: 3 clusters Score -4404834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4404834.500000 Penalty: 5242.380371
	Iteration 33Q: 3 clusters Score -4404834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4404833.000000 Penalty: 5242.380371
	Iteration 34Q: 3 clusters Score -4404833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4404835.500000 Penalty: 5242.380371
	Iteration 35Q: 3 clusters Score -4404836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4404838.000000 Penalty: 5242.380371
	Iteration 36Q: 3 clusters Score -4404838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4404835.500000 Penalty: 5242.380371
	Iteration 37Q: 3 clusters Score -4404836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4404834.000000 Penalty: 5242.380371
	Iteration 38Q: 3 clusters Score -4404834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4404843.500000 Penalty: 5242.380371
	Iteration 39Q: 3 clusters Score -4404844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4404843.000000 Penalty: 5242.380371
	Iteration 40F: 3 clusters Score -4404843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4404839.500000 Penalty: 5242.380371
	Iteration 41Q: 3 clusters Score -4404840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4404846.000000 Penalty: 5242.380371
	Iteration 42Q: 3 clusters Score -4404846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4404842.000000 Penalty: 5242.380371
	Iteration 43Q: 3 clusters Score -4404842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4404842.500000 Penalty: 5242.380371
	Iteration 44Q: 3 clusters Score -4404842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4404843.000000 Penalty: 5242.380371
	Iteration 45Q: 3 clusters Score -4404843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4404841.500000 Penalty: 5242.380371
	Iteration 46Q: 3 clusters Score -4404842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4404841.500000 Penalty: 5242.380371
	Iteration 47F: 3 clusters Score -4404842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -410707.281250 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -410707.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -407137.531250 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -407137.5 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -407858.500000 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -407858.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -408023.656250 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -408023.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -408120.187500 Penalty: 4036.728271
	Iteration 3Q: 3 clusters Score -408120.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -408173.843750 Penalty: 4036.728271
	Iteration 4Q: 3 clusters Score -408173.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -408211.250000 Penalty: 4036.728271
	Iteration 5Q: 3 clusters Score -408211.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -408243.000000 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -408243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -408265.031250 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -408265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -408283.593750 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -408283.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -408298.156250 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -408298.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -408309.812500 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -408309.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -408322.250000 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -408322.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -408332.312500 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -408332.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -408341.343750 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -408341.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -408352.093750 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -408352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -408357.625000 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -408357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -408362.031250 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -408362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -408369.625000 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -408369.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -408375.687500 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -408375.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -408381.062500 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -408381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -408382.843750 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -408382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -408385.718750 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -408385.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -408392.531250 Penalty: 4036.728271
	Iteration 22Q: 3 clusters Score -408392.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -408398.656250 Penalty: 4036.728271
	Iteration 23Q: 3 clusters Score -408398.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -408402.593750 Penalty: 4036.728271
	Iteration 24Q: 3 clusters Score -408402.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -408408.125000 Penalty: 4036.728271
	Iteration 25Q: 3 clusters Score -408408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -408416.281250 Penalty: 4036.728271
	Iteration 26Q: 3 clusters Score -408416.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -408425.093750 Penalty: 4036.728271
	Iteration 27Q: 3 clusters Score -408425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -408430.687500 Penalty: 4036.728271
	Iteration 28Q: 3 clusters Score -408430.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -408439.125000 Penalty: 4036.728271
	Iteration 29Q: 3 clusters Score -408439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -408443.187500 Penalty: 4036.728271
	Iteration 30Q: 3 clusters Score -408443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -408449.625000 Penalty: 4036.728271
	Iteration 31Q: 3 clusters Score -408449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -408455.281250 Penalty: 4036.728271
	Iteration 32Q: 3 clusters Score -408455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -408456.750000 Penalty: 4036.728271
	Iteration 33Q: 3 clusters Score -408456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -408460.062500 Penalty: 4036.728271
	Iteration 34Q: 3 clusters Score -408460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -408460.437500 Penalty: 4036.728271
	Iteration 35Q: 3 clusters Score -408460.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -408463.156250 Penalty: 4036.728271
	Iteration 36Q: 3 clusters Score -408463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -408463.281250 Penalty: 4036.728271
	Iteration 37Q: 3 clusters Score -408463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -408463.312500 Penalty: 4036.728271
	Iteration 38Q: 3 clusters Score -408463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -408463.312500 Penalty: 4036.728271
	Iteration 39F: 3 clusters Score -408463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (279242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279242 members 
Entering Unmasked Estep 
Score: -31412242.000000 Penalty: 3109.878906
	Iteration 0F: 2 clusters Score -3.141224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140259 members 
Mstep: Class 2 contains 138983 members 
Entering Unmasked Estep 
Score: -31254610.000000 Penalty: 6219.757812
	Iteration 0F: 3 clusters Score -3.125461e+07 nChanged 135134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152185 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -31335748.000000 Penalty: 6219.757812
	Iteration 1F: 3 clusters Score -3.133575e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -31338818.000000 Penalty: 6219.757812
	Iteration 2Q: 3 clusters Score -3.133882e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 107148 members 
Entering Unmasked Estep 
Score: -31344232.000000 Penalty: 6219.757812
	Iteration 3Q: 3 clusters Score -3.134423e+07 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189641 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -31354636.000000 Penalty: 6219.757812
	Iteration 4F: 3 clusters Score -3.135464e+07 nChanged 23354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212851 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -31373384.000000 Penalty: 6219.757812
	Iteration 5F: 3 clusters Score -3.137338e+07 nChanged 25280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238069 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -31390394.000000 Penalty: 6219.757812
	Iteration 6F: 3 clusters Score -3.139039e+07 nChanged 18811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256814 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -31398930.000000 Penalty: 6219.757812
	Iteration 7F: 3 clusters Score -3.139893e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267006 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -31403606.000000 Penalty: 6219.757812
	Iteration 8Q: 3 clusters Score -3.140361e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271981 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -31405980.000000 Penalty: 6219.757812
	Iteration 9Q: 3 clusters Score -3.140598e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274637 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -31407466.000000 Penalty: 6219.757812
	Iteration 10Q: 3 clusters Score -3.140747e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275998 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -31408348.000000 Penalty: 6219.757812
	Iteration 11Q: 3 clusters Score -3.140835e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276731 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -31408776.000000 Penalty: 6219.757812
	Iteration 12Q: 3 clusters Score -3.140878e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277153 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -31409068.000000 Penalty: 6219.757812
	Iteration 13Q: 3 clusters Score -3.140907e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277437 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -31409262.000000 Penalty: 6219.757812
	Iteration 14Q: 3 clusters Score -3.140926e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277616 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -31409408.000000 Penalty: 6219.757812
	Iteration 15Q: 3 clusters Score -3.140941e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277746 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -31409510.000000 Penalty: 6219.757812
	Iteration 16Q: 3 clusters Score -3.140951e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277824 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -31409480.000000 Penalty: 6219.757812
	Iteration 17Q: 3 clusters Score -3.140948e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277884 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -31409502.000000 Penalty: 6219.757812
	Iteration 18Q: 3 clusters Score -3.14095e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277941 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -31409528.000000 Penalty: 6219.757812
	Iteration 19Q: 3 clusters Score -3.140953e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277994 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -31409590.000000 Penalty: 6219.757812
	Iteration 20F: 3 clusters Score -3.140959e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278026 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -31409628.000000 Penalty: 6219.757812
	Iteration 21Q: 3 clusters Score -3.140963e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278055 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -31409664.000000 Penalty: 6219.757812
	Iteration 22Q: 3 clusters Score -3.140966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278077 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -31409696.000000 Penalty: 6219.757812
	Iteration 23Q: 3 clusters Score -3.14097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278091 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -31409740.000000 Penalty: 6219.757812
	Iteration 24Q: 3 clusters Score -3.140974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278092 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -31409742.000000 Penalty: 6219.757812
	Iteration 25Q: 3 clusters Score -3.140974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278096 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -31409742.000000 Penalty: 6219.757812
	Iteration 26Q: 3 clusters Score -3.140974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -31409762.000000 Penalty: 6219.757812
	Iteration 27Q: 3 clusters Score -3.140976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278113 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -31409758.000000 Penalty: 6219.757812
	Iteration 28Q: 3 clusters Score -3.140976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278121 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -31409740.000000 Penalty: 6219.757812
	Iteration 29Q: 3 clusters Score -3.140974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278132 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -31409748.000000 Penalty: 6219.757812
	Iteration 30Q: 3 clusters Score -3.140975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278140 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -31409744.000000 Penalty: 6219.757812
	Iteration 31Q: 3 clusters Score -3.140974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278146 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -31409774.000000 Penalty: 6219.757812
	Iteration 32Q: 3 clusters Score -3.140977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278150 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -31409760.000000 Penalty: 6219.757812
	Iteration 33Q: 3 clusters Score -3.140976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278154 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -31409764.000000 Penalty: 6219.757812
	Iteration 34Q: 3 clusters Score -3.140976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278157 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -31409782.000000 Penalty: 6219.757812
	Iteration 35Q: 3 clusters Score -3.140978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278160 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -31409754.000000 Penalty: 6219.757812
	Iteration 36Q: 3 clusters Score -3.140975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278164 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -31409748.000000 Penalty: 6219.757812
	Iteration 37Q: 3 clusters Score -3.140975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278164 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -31409750.000000 Penalty: 6219.757812
	Iteration 38Q: 3 clusters Score -3.140975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278165 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -31409758.000000 Penalty: 6219.757812
	Iteration 39Q: 3 clusters Score -3.140976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278166 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -31409756.000000 Penalty: 6219.757812
	Iteration 40F: 3 clusters Score -3.140976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278167 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -31409748.000000 Penalty: 6219.757812
	Iteration 41Q: 3 clusters Score -3.140975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278167 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -31409748.000000 Penalty: 6219.757812
	Iteration 42F: 3 clusters Score -3.140975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Entering Unmasked Estep 
Score: -3556025.000000 Penalty: 2566.394775
	Iteration 0F: 2 clusters Score -3556025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3534697.000000 Penalty: 5132.789551
	Iteration 0F: 3 clusters Score -3534697 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3542632.000000 Penalty: 5132.789551
	Iteration 1F: 3 clusters Score -3542632 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3543341.250000 Penalty: 5132.789551
	Iteration 2F: 3 clusters Score -3543341 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3544232.750000 Penalty: 5132.789551
	Iteration 3F: 3 clusters Score -3544233 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3545423.500000 Penalty: 5132.789551
	Iteration 4F: 3 clusters Score -3545424 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3546952.000000 Penalty: 5132.789551
	Iteration 5F: 3 clusters Score -3546952 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3548828.500000 Penalty: 5132.789551
	Iteration 6F: 3 clusters Score -3548828 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3550744.250000 Penalty: 5132.789551
	Iteration 7F: 3 clusters Score -3550744 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3552098.250000 Penalty: 5132.789551
	Iteration 8F: 3 clusters Score -3552098 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3552816.250000 Penalty: 5132.789551
	Iteration 9Q: 3 clusters Score -3552816 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3553134.500000 Penalty: 5132.789551
	Iteration 10Q: 3 clusters Score -3553134 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3553296.500000 Penalty: 5132.789551
	Iteration 11Q: 3 clusters Score -3553296 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3553421.000000 Penalty: 5132.789551
	Iteration 12Q: 3 clusters Score -3553421 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3553531.000000 Penalty: 5132.789551
	Iteration 13Q: 3 clusters Score -3553531 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3553600.250000 Penalty: 5132.789551
	Iteration 14Q: 3 clusters Score -3553600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3553658.250000 Penalty: 5132.789551
	Iteration 15Q: 3 clusters Score -3553658 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3553692.000000 Penalty: 5132.789551
	Iteration 16Q: 3 clusters Score -3553692 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3553727.750000 Penalty: 5132.789551
	Iteration 17Q: 3 clusters Score -3553728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3553764.250000 Penalty: 5132.789551
	Iteration 18Q: 3 clusters Score -3553764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3553777.500000 Penalty: 5132.789551
	Iteration 19Q: 3 clusters Score -3553778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3553803.000000 Penalty: 5132.789551
	Iteration 20F: 3 clusters Score -3553803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3553832.250000 Penalty: 5132.789551
	Iteration 21Q: 3 clusters Score -3553832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3553841.750000 Penalty: 5132.789551
	Iteration 22Q: 3 clusters Score -3553842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3553866.500000 Penalty: 5132.789551
	Iteration 23Q: 3 clusters Score -3553866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3553885.250000 Penalty: 5132.789551
	Iteration 24Q: 3 clusters Score -3553885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3553897.750000 Penalty: 5132.789551
	Iteration 25Q: 3 clusters Score -3553898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3553903.000000 Penalty: 5132.789551
	Iteration 26Q: 3 clusters Score -3553903 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3553921.000000 Penalty: 5132.789551
	Iteration 27Q: 3 clusters Score -3553921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3553924.250000 Penalty: 5132.789551
	Iteration 28Q: 3 clusters Score -3553924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3553934.500000 Penalty: 5132.789551
	Iteration 29Q: 3 clusters Score -3553934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3553949.000000 Penalty: 5132.789551
	Iteration 30Q: 3 clusters Score -3553949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3553948.000000 Penalty: 5132.789551
	Iteration 31Q: 3 clusters Score -3553948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3553959.000000 Penalty: 5132.789551
	Iteration 32Q: 3 clusters Score -3553959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3553967.500000 Penalty: 5132.789551
	Iteration 33Q: 3 clusters Score -3553968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3553970.250000 Penalty: 5132.789551
	Iteration 34Q: 3 clusters Score -3553970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3553975.000000 Penalty: 5132.789551
	Iteration 35Q: 3 clusters Score -3553975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3553992.250000 Penalty: 5132.789551
	Iteration 36Q: 3 clusters Score -3553992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3553990.250000 Penalty: 5132.789551
	Iteration 37Q: 3 clusters Score -3553990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3553993.000000 Penalty: 5132.789551
	Iteration 38Q: 3 clusters Score -3553993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3553990.500000 Penalty: 5132.789551
	Iteration 39Q: 3 clusters Score -3553990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3553996.250000 Penalty: 5132.789551
	Iteration 40F: 3 clusters Score -3553996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3554007.250000 Penalty: 5132.789551
	Iteration 41Q: 3 clusters Score -3554007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3554009.750000 Penalty: 5132.789551
	Iteration 42Q: 3 clusters Score -3554010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3554010.500000 Penalty: 5132.789551
	Iteration 43Q: 3 clusters Score -3554010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3554019.500000 Penalty: 5132.789551
	Iteration 44Q: 3 clusters Score -3554020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3554030.750000 Penalty: 5132.789551
	Iteration 45Q: 3 clusters Score -3554031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3554035.750000 Penalty: 5132.789551
	Iteration 46Q: 3 clusters Score -3554036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3554038.250000 Penalty: 5132.789551
	Iteration 47Q: 3 clusters Score -3554038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3554044.250000 Penalty: 5132.789551
	Iteration 48Q: 3 clusters Score -3554044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3554047.000000 Penalty: 5132.789551
	Iteration 49Q: 3 clusters Score -3554047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3554055.250000 Penalty: 5132.789551
	Iteration 50Q: 3 clusters Score -3554055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3554054.500000 Penalty: 5132.789551
	Iteration 51Q: 3 clusters Score -3554054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3554073.250000 Penalty: 5132.789551
	Iteration 52Q: 3 clusters Score -3554073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3554077.000000 Penalty: 5132.789551
	Iteration 53Q: 3 clusters Score -3554077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3554072.250000 Penalty: 5132.789551
	Iteration 54Q: 3 clusters Score -3554072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3554082.250000 Penalty: 5132.789551
	Iteration 55Q: 3 clusters Score -3554082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3554078.000000 Penalty: 5132.789551
	Iteration 56Q: 3 clusters Score -3554078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3554086.500000 Penalty: 5132.789551
	Iteration 57Q: 3 clusters Score -3554086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3554090.500000 Penalty: 5132.789551
	Iteration 58Q: 3 clusters Score -3554090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3554097.000000 Penalty: 5132.789551
	Iteration 59Q: 3 clusters Score -3554097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3554094.000000 Penalty: 5132.789551
	Iteration 60F: 3 clusters Score -3554094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3554093.750000 Penalty: 5132.789551
	Iteration 61Q: 3 clusters Score -3554094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3554101.000000 Penalty: 5132.789551
	Iteration 62Q: 3 clusters Score -3554101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3554103.750000 Penalty: 5132.789551
	Iteration 63Q: 3 clusters Score -3554104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3554106.250000 Penalty: 5132.789551
	Iteration 64Q: 3 clusters Score -3554106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3554112.750000 Penalty: 5132.789551
	Iteration 65Q: 3 clusters Score -3554113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3554115.750000 Penalty: 5132.789551
	Iteration 66Q: 3 clusters Score -3554116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3554113.000000 Penalty: 5132.789551
	Iteration 67Q: 3 clusters Score -3554113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3554117.500000 Penalty: 5132.789551
	Iteration 68Q: 3 clusters Score -3554118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3554117.500000 Penalty: 5132.789551
	Iteration 69Q: 3 clusters Score -3554118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3554120.750000 Penalty: 5132.789551
	Iteration 70Q: 3 clusters Score -3554121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3554122.750000 Penalty: 5132.789551
	Iteration 71Q: 3 clusters Score -3554123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3554127.250000 Penalty: 5132.789551
	Iteration 72Q: 3 clusters Score -3554127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3554124.500000 Penalty: 5132.789551
	Iteration 73Q: 3 clusters Score -3554124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3554125.000000 Penalty: 5132.789551
	Iteration 74Q: 3 clusters Score -3554125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3554124.000000 Penalty: 5132.789551
	Iteration 75Q: 3 clusters Score -3554124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3554126.000000 Penalty: 5132.789551
	Iteration 76Q: 3 clusters Score -3554126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3554131.500000 Penalty: 5132.789551
	Iteration 77Q: 3 clusters Score -3554132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3554126.500000 Penalty: 5132.789551
	Iteration 78Q: 3 clusters Score -3554126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3554123.250000 Penalty: 5132.789551
	Iteration 79Q: 3 clusters Score -3554123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3554125.250000 Penalty: 5132.789551
	Iteration 80F: 3 clusters Score -3554125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3554124.500000 Penalty: 5132.789551
	Iteration 81Q: 3 clusters Score -3554124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3554124.500000 Penalty: 5132.789551
	Iteration 82F: 3 clusters Score -3554124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Entering Unmasked Estep 
Score: -1841459.500000 Penalty: 2401.065918
	Iteration 0F: 2 clusters Score -1841460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1829911.000000 Penalty: 4802.131836
	Iteration 0F: 3 clusters Score -1829911 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1833604.375000 Penalty: 4802.131836
	Iteration 1F: 3 clusters Score -1833604 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1833990.250000 Penalty: 4802.131836
	Iteration 2F: 3 clusters Score -1833990 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1834314.875000 Penalty: 4802.131836
	Iteration 3Q: 3 clusters Score -1834315 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1834609.500000 Penalty: 4802.131836
	Iteration 4Q: 3 clusters Score -1834610 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1834933.500000 Penalty: 4802.131836
	Iteration 5Q: 3 clusters Score -1834934 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1835294.250000 Penalty: 4802.131836
	Iteration 6Q: 3 clusters Score -1835294 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1835743.625000 Penalty: 4802.131836
	Iteration 7Q: 3 clusters Score -1835744 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1836288.875000 Penalty: 4802.131836
	Iteration 8Q: 3 clusters Score -1836289 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1836891.625000 Penalty: 4802.131836
	Iteration 9Q: 3 clusters Score -1836892 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1837430.875000 Penalty: 4802.131836
	Iteration 10Q: 3 clusters Score -1837431 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1837870.750000 Penalty: 4802.131836
	Iteration 11Q: 3 clusters Score -1837871 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1838248.000000 Penalty: 4802.131836
	Iteration 12Q: 3 clusters Score -1838248 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1838516.375000 Penalty: 4802.131836
	Iteration 13Q: 3 clusters Score -1838516 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1838744.125000 Penalty: 4802.131836
	Iteration 14Q: 3 clusters Score -1838744 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1838904.375000 Penalty: 4802.131836
	Iteration 15Q: 3 clusters Score -1838904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1839029.750000 Penalty: 4802.131836
	Iteration 16Q: 3 clusters Score -1839030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1839121.750000 Penalty: 4802.131836
	Iteration 17Q: 3 clusters Score -1839122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1839196.750000 Penalty: 4802.131836
	Iteration 18Q: 3 clusters Score -1839197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1839242.875000 Penalty: 4802.131836
	Iteration 19Q: 3 clusters Score -1839243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1839276.750000 Penalty: 4802.131836
	Iteration 20F: 3 clusters Score -1839277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1839310.750000 Penalty: 4802.131836
	Iteration 21Q: 3 clusters Score -1839311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1839327.625000 Penalty: 4802.131836
	Iteration 22Q: 3 clusters Score -1839328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1839345.000000 Penalty: 4802.131836
	Iteration 23Q: 3 clusters Score -1839345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1839355.125000 Penalty: 4802.131836
	Iteration 24Q: 3 clusters Score -1839355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1839366.500000 Penalty: 4802.131836
	Iteration 25Q: 3 clusters Score -1839366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1839373.000000 Penalty: 4802.131836
	Iteration 26Q: 3 clusters Score -1839373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1839378.625000 Penalty: 4802.131836
	Iteration 27Q: 3 clusters Score -1839379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1839382.375000 Penalty: 4802.131836
	Iteration 28Q: 3 clusters Score -1839382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1839383.750000 Penalty: 4802.131836
	Iteration 29Q: 3 clusters Score -1839384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1839385.000000 Penalty: 4802.131836
	Iteration 30Q: 3 clusters Score -1839385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1839386.125000 Penalty: 4802.131836
	Iteration 31Q: 3 clusters Score -1839386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1839387.500000 Penalty: 4802.131836
	Iteration 32Q: 3 clusters Score -1839388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1839387.500000 Penalty: 4802.131836
	Iteration 33F: 3 clusters Score -1839388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -1050196.125000 Penalty: 2262.459229
	Iteration 0F: 2 clusters Score -1050196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1043037.062500 Penalty: 4524.918457
	Iteration 0F: 3 clusters Score -1043037 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1045077.500000 Penalty: 4524.918457
	Iteration 1F: 3 clusters Score -1045078 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1045339.062500 Penalty: 4524.918457
	Iteration 2F: 3 clusters Score -1045339 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1045515.125000 Penalty: 4524.918457
	Iteration 3Q: 3 clusters Score -1045515 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1045647.687500 Penalty: 4524.918457
	Iteration 4Q: 3 clusters Score -1045648 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1045759.125000 Penalty: 4524.918457
	Iteration 5Q: 3 clusters Score -1045759 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1045846.250000 Penalty: 4524.918457
	Iteration 6Q: 3 clusters Score -1045846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1045913.375000 Penalty: 4524.918457
	Iteration 7Q: 3 clusters Score -1045913 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1045963.812500 Penalty: 4524.918457
	Iteration 8Q: 3 clusters Score -1045964 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1046010.812500 Penalty: 4524.918457
	Iteration 9Q: 3 clusters Score -1046011 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1046051.812500 Penalty: 4524.918457
	Iteration 10Q: 3 clusters Score -1046052 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1046095.437500 Penalty: 4524.918457
	Iteration 11Q: 3 clusters Score -1046095 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1046146.812500 Penalty: 4524.918457
	Iteration 12Q: 3 clusters Score -1046147 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1046187.125000 Penalty: 4524.918457
	Iteration 13Q: 3 clusters Score -1046187 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1046230.375000 Penalty: 4524.918457
	Iteration 14Q: 3 clusters Score -1046230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1046280.562500 Penalty: 4524.918457
	Iteration 15Q: 3 clusters Score -1046281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1046342.062500 Penalty: 4524.918457
	Iteration 16Q: 3 clusters Score -1046342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1046402.437500 Penalty: 4524.918457
	Iteration 17Q: 3 clusters Score -1046402 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1046485.812500 Penalty: 4524.918457
	Iteration 18Q: 3 clusters Score -1046486 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1046588.312500 Penalty: 4524.918457
	Iteration 19Q: 3 clusters Score -1046588 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1046717.187500 Penalty: 4524.918457
	Iteration 20F: 3 clusters Score -1046717 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1046854.937500 Penalty: 4524.918457
	Iteration 21Q: 3 clusters Score -1046855 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1047023.500000 Penalty: 4524.918457
	Iteration 22Q: 3 clusters Score -1047024 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1047207.312500 Penalty: 4524.918457
	Iteration 23Q: 3 clusters Score -1047207 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1047360.812500 Penalty: 4524.918457
	Iteration 24Q: 3 clusters Score -1047361 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1047511.812500 Penalty: 4524.918457
	Iteration 25Q: 3 clusters Score -1047512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1047658.875000 Penalty: 4524.918457
	Iteration 26Q: 3 clusters Score -1047659 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1047795.937500 Penalty: 4524.918457
	Iteration 27Q: 3 clusters Score -1047796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1047914.000000 Penalty: 4524.918457
	Iteration 28Q: 3 clusters Score -1047914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1047985.812500 Penalty: 4524.918457
	Iteration 29Q: 3 clusters Score -1047986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1048045.687500 Penalty: 4524.918457
	Iteration 30Q: 3 clusters Score -1048046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1048094.875000 Penalty: 4524.918457
	Iteration 31Q: 3 clusters Score -1048095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1048126.187500 Penalty: 4524.918457
	Iteration 32Q: 3 clusters Score -1048126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1048145.312500 Penalty: 4524.918457
	Iteration 33Q: 3 clusters Score -1048145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1048170.875000 Penalty: 4524.918457
	Iteration 34Q: 3 clusters Score -1048171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1048184.750000 Penalty: 4524.918457
	Iteration 35Q: 3 clusters Score -1048185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1048196.562500 Penalty: 4524.918457
	Iteration 36Q: 3 clusters Score -1048197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1048206.500000 Penalty: 4524.918457
	Iteration 37Q: 3 clusters Score -1048206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1048208.375000 Penalty: 4524.918457
	Iteration 38Q: 3 clusters Score -1048208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1048207.812500 Penalty: 4524.918457
	Iteration 39Q: 3 clusters Score -1048208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1048210.062500 Penalty: 4524.918457
	Iteration 40F: 3 clusters Score -1048210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1048213.750000 Penalty: 4524.918457
	Iteration 41Q: 3 clusters Score -1048214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1048215.000000 Penalty: 4524.918457
	Iteration 42Q: 3 clusters Score -1048215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1048216.437500 Penalty: 4524.918457
	Iteration 43Q: 3 clusters Score -1048216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1048216.562500 Penalty: 4524.918457
	Iteration 44Q: 3 clusters Score -1048217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1048216.562500 Penalty: 4524.918457
	Iteration 45F: 3 clusters Score -1048217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Entering Unmasked Estep 
Score: -6867609.000000 Penalty: 2731.470703
	Iteration 0F: 2 clusters Score -6867609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -6826830.500000 Penalty: 5462.941406
	Iteration 0F: 3 clusters Score -6826830 nChanged 28207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6842709.000000 Penalty: 5462.941406
	Iteration 1F: 3 clusters Score -6842709 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -6843285.000000 Penalty: 5462.941406
	Iteration 2Q: 3 clusters Score -6843285 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -6844124.500000 Penalty: 5462.941406
	Iteration 3Q: 3 clusters Score -6844124 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -6845371.500000 Penalty: 5462.941406
	Iteration 4Q: 3 clusters Score -6845372 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -6847372.500000 Penalty: 5462.941406
	Iteration 5F: 3 clusters Score -6847372 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -6850665.500000 Penalty: 5462.941406
	Iteration 6F: 3 clusters Score -6850666 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -6855228.500000 Penalty: 5462.941406
	Iteration 7F: 3 clusters Score -6855228 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -6859828.000000 Penalty: 5462.941406
	Iteration 8F: 3 clusters Score -6859828 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -6863090.500000 Penalty: 5462.941406
	Iteration 9F: 3 clusters Score -6863090 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -6864601.000000 Penalty: 5462.941406
	Iteration 10Q: 3 clusters Score -6864601 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -6865087.500000 Penalty: 5462.941406
	Iteration 11Q: 3 clusters Score -6865088 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -6865337.500000 Penalty: 5462.941406
	Iteration 12Q: 3 clusters Score -6865338 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -6865440.500000 Penalty: 5462.941406
	Iteration 13Q: 3 clusters Score -6865440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -6865513.000000 Penalty: 5462.941406
	Iteration 14Q: 3 clusters Score -6865513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -6865548.000000 Penalty: 5462.941406
	Iteration 15Q: 3 clusters Score -6865548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -6865572.500000 Penalty: 5462.941406
	Iteration 16Q: 3 clusters Score -6865572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -6865586.500000 Penalty: 5462.941406
	Iteration 17Q: 3 clusters Score -6865586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -6865597.500000 Penalty: 5462.941406
	Iteration 18Q: 3 clusters Score -6865598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -6865600.500000 Penalty: 5462.941406
	Iteration 19Q: 3 clusters Score -6865600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -6865610.000000 Penalty: 5462.941406
	Iteration 20F: 3 clusters Score -6865610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -6865615.500000 Penalty: 5462.941406
	Iteration 21Q: 3 clusters Score -6865616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -6865615.500000 Penalty: 5462.941406
	Iteration 22F: 3 clusters Score -6865616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -213119.609375 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -213119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -210625.531250 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -210625.5 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -212203.437500 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -212203.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -213971.843750 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -213971.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -215432.156250 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -215432.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215680.515625 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -215680.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -215764.781250 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -215764.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -215788.156250 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -215788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -215796.000000 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -215796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215802.640625 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -215802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215807.046875 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -215807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -215810.265625 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -215810.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -215811.062500 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -215811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215811.687500 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -215811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215816.156250 Penalty: 3809.137939
	Iteration 13F: 3 clusters Score -215816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215844.609375 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -215844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215845.703125 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -215845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215845.703125 Penalty: 3809.137939
	Iteration 16F: 3 clusters Score -215845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 5 contains 279242 members 
Mstep: Class 6 contains 31206 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 11 contains 60718 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 17 contains 43682 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 230374 members 
Mstep: Class 21 contains 41200 members 
Mstep: Class 24 contains 1317 members 
Entering Unmasked Estep 
Score: -88550432.000000 Penalty: 53945.000000
Splitting cluster 12 changes total score from -88548544.000000 to -88550432.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (18287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Entering Unmasked Estep 
Score: -2066462.875000 Penalty: 2433.858643
	Iteration 0F: 2 clusters Score -2066463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2053538.625000 Penalty: 4867.717285
	Iteration 0F: 3 clusters Score -2053539 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2058186.500000 Penalty: 4867.717285
	Iteration 1F: 3 clusters Score -2058186 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2059005.125000 Penalty: 4867.717285
	Iteration 2F: 3 clusters Score -2059005 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2059865.375000 Penalty: 4867.717285
	Iteration 3F: 3 clusters Score -2059865 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2060848.125000 Penalty: 4867.717285
	Iteration 4F: 3 clusters Score -2060848 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2061974.625000 Penalty: 4867.717285
	Iteration 5F: 3 clusters Score -2061975 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2062966.500000 Penalty: 4867.717285
	Iteration 6F: 3 clusters Score -2062966 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2063757.500000 Penalty: 4867.717285
	Iteration 7F: 3 clusters Score -2063758 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2064273.250000 Penalty: 4867.717285
	Iteration 8Q: 3 clusters Score -2064273 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2064618.500000 Penalty: 4867.717285
	Iteration 9Q: 3 clusters Score -2064618 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2064809.125000 Penalty: 4867.717285
	Iteration 10Q: 3 clusters Score -2064809 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2064923.500000 Penalty: 4867.717285
	Iteration 11Q: 3 clusters Score -2064924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2065000.375000 Penalty: 4867.717285
	Iteration 12Q: 3 clusters Score -2065000 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2065061.000000 Penalty: 4867.717285
	Iteration 13Q: 3 clusters Score -2065061 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2065094.000000 Penalty: 4867.717285
	Iteration 14Q: 3 clusters Score -2065094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2065114.750000 Penalty: 4867.717285
	Iteration 15Q: 3 clusters Score -2065115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2065135.500000 Penalty: 4867.717285
	Iteration 16Q: 3 clusters Score -2065136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2065148.250000 Penalty: 4867.717285
	Iteration 17Q: 3 clusters Score -2065148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2065154.250000 Penalty: 4867.717285
	Iteration 18Q: 3 clusters Score -2065154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2065167.250000 Penalty: 4867.717285
	Iteration 19Q: 3 clusters Score -2065167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2065179.375000 Penalty: 4867.717285
	Iteration 20F: 3 clusters Score -2065179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2065188.625000 Penalty: 4867.717285
	Iteration 21Q: 3 clusters Score -2065189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2065195.375000 Penalty: 4867.717285
	Iteration 22Q: 3 clusters Score -2065195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2065201.125000 Penalty: 4867.717285
	Iteration 23Q: 3 clusters Score -2065201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2065212.125000 Penalty: 4867.717285
	Iteration 24Q: 3 clusters Score -2065212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2065214.875000 Penalty: 4867.717285
	Iteration 25Q: 3 clusters Score -2065215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2065217.000000 Penalty: 4867.717285
	Iteration 26Q: 3 clusters Score -2065217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2065220.375000 Penalty: 4867.717285
	Iteration 27Q: 3 clusters Score -2065220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2065229.125000 Penalty: 4867.717285
	Iteration 28Q: 3 clusters Score -2065229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2065230.250000 Penalty: 4867.717285
	Iteration 29Q: 3 clusters Score -2065230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2065229.750000 Penalty: 4867.717285
	Iteration 30Q: 3 clusters Score -2065230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2065232.375000 Penalty: 4867.717285
	Iteration 31Q: 3 clusters Score -2065232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2065237.375000 Penalty: 4867.717285
	Iteration 32Q: 3 clusters Score -2065237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2065234.500000 Penalty: 4867.717285
	Iteration 33Q: 3 clusters Score -2065234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2065234.625000 Penalty: 4867.717285
	Iteration 34Q: 3 clusters Score -2065235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2065236.625000 Penalty: 4867.717285
	Iteration 35Q: 3 clusters Score -2065237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2065241.625000 Penalty: 4867.717285
	Iteration 36Q: 3 clusters Score -2065242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2065245.250000 Penalty: 4867.717285
	Iteration 37Q: 3 clusters Score -2065245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2065245.625000 Penalty: 4867.717285
	Iteration 38Q: 3 clusters Score -2065246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2065241.000000 Penalty: 4867.717285
	Iteration 39Q: 3 clusters Score -2065241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2065240.000000 Penalty: 4867.717285
	Iteration 40F: 3 clusters Score -2065240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Entering Unmasked Estep 
Score: -4872962.000000 Penalty: 2649.803467
	Iteration 0F: 2 clusters Score -4872962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4843405.000000 Penalty: 5299.606934
	Iteration 0F: 3 clusters Score -4843405 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4855624.000000 Penalty: 5299.606934
	Iteration 1F: 3 clusters Score -4855624 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4858187.000000 Penalty: 5299.606934
	Iteration 2F: 3 clusters Score -4858187 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4861170.000000 Penalty: 5299.606934
	Iteration 3F: 3 clusters Score -4861170 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4864104.000000 Penalty: 5299.606934
	Iteration 4F: 3 clusters Score -4864104 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -4866562.500000 Penalty: 5299.606934
	Iteration 5F: 3 clusters Score -4866562 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4868435.000000 Penalty: 5299.606934
	Iteration 6F: 3 clusters Score -4868435 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4869827.500000 Penalty: 5299.606934
	Iteration 7F: 3 clusters Score -4869828 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4870936.000000 Penalty: 5299.606934
	Iteration 8Q: 3 clusters Score -4870936 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4871926.000000 Penalty: 5299.606934
	Iteration 9Q: 3 clusters Score -4871926 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4872845.500000 Penalty: 5299.606934
	Iteration 10Q: 3 clusters Score -4872846 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4873614.000000 Penalty: 5299.606934
	Iteration 11Q: 3 clusters Score -4873614 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -4874277.000000 Penalty: 5299.606934
	Iteration 12Q: 3 clusters Score -4874277 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -4874758.000000 Penalty: 5299.606934
	Iteration 13Q: 3 clusters Score -4874758 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4875159.000000 Penalty: 5299.606934
	Iteration 14Q: 3 clusters Score -4875159 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -4875477.500000 Penalty: 5299.606934
	Iteration 15Q: 3 clusters Score -4875478 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4875707.500000 Penalty: 5299.606934
	Iteration 16Q: 3 clusters Score -4875708 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -4875873.500000 Penalty: 5299.606934
	Iteration 17Q: 3 clusters Score -4875874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -4875972.000000 Penalty: 5299.606934
	Iteration 18Q: 3 clusters Score -4875972 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -4876073.000000 Penalty: 5299.606934
	Iteration 19Q: 3 clusters Score -4876073 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4876160.000000 Penalty: 5299.606934
	Iteration 20F: 3 clusters Score -4876160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -4876223.000000 Penalty: 5299.606934
	Iteration 21Q: 3 clusters Score -4876223 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -4876274.500000 Penalty: 5299.606934
	Iteration 22Q: 3 clusters Score -4876274 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4876343.000000 Penalty: 5299.606934
	Iteration 23Q: 3 clusters Score -4876343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -4876477.500000 Penalty: 5299.606934
	Iteration 24Q: 3 clusters Score -4876478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -4876659.500000 Penalty: 5299.606934
	Iteration 25Q: 3 clusters Score -4876660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -4876760.000000 Penalty: 5299.606934
	Iteration 26Q: 3 clusters Score -4876760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4876804.000000 Penalty: 5299.606934
	Iteration 27Q: 3 clusters Score -4876804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4876832.000000 Penalty: 5299.606934
	Iteration 28Q: 3 clusters Score -4876832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4876837.500000 Penalty: 5299.606934
	Iteration 29Q: 3 clusters Score -4876838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -4876843.500000 Penalty: 5299.606934
	Iteration 30Q: 3 clusters Score -4876844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -4876842.000000 Penalty: 5299.606934
	Iteration 31Q: 3 clusters Score -4876842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -4876838.500000 Penalty: 5299.606934
	Iteration 32Q: 3 clusters Score -4876838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4876841.000000 Penalty: 5299.606934
	Iteration 33Q: 3 clusters Score -4876841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4876841.000000 Penalty: 5299.606934
	Iteration 34F: 3 clusters Score -4876841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 41232 members 
Mstep: Class 5 contains 279242 members 
Mstep: Class 6 contains 31206 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 11 contains 60718 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 230374 members 
Mstep: Class 21 contains 41200 members 
Mstep: Class 24 contains 1317 members 
Entering Unmasked Estep 
Score: -88553744.000000 Penalty: 57316.562500
Splitting cluster 17 changes total score from -88548544.000000 to -88553744.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 18 (16824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Entering Unmasked Estep 
Score: -1822592.375000 Penalty: 2413.179199
	Iteration 0F: 2 clusters Score -1822592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1810545.500000 Penalty: 4826.358398
	Iteration 0F: 3 clusters Score -1810546 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1814658.125000 Penalty: 4826.358398
	Iteration 1F: 3 clusters Score -1814658 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1815339.875000 Penalty: 4826.358398
	Iteration 2F: 3 clusters Score -1815340 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1816000.750000 Penalty: 4826.358398
	Iteration 3F: 3 clusters Score -1816001 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1816705.250000 Penalty: 4826.358398
	Iteration 4F: 3 clusters Score -1816705 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1817466.250000 Penalty: 4826.358398
	Iteration 5F: 3 clusters Score -1817466 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1818149.250000 Penalty: 4826.358398
	Iteration 6F: 3 clusters Score -1818149 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1818667.750000 Penalty: 4826.358398
	Iteration 7F: 3 clusters Score -1818668 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1819008.875000 Penalty: 4826.358398
	Iteration 8Q: 3 clusters Score -1819009 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1819287.375000 Penalty: 4826.358398
	Iteration 9Q: 3 clusters Score -1819287 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1819559.625000 Penalty: 4826.358398
	Iteration 10Q: 3 clusters Score -1819560 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1819785.000000 Penalty: 4826.358398
	Iteration 11Q: 3 clusters Score -1819785 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1819922.250000 Penalty: 4826.358398
	Iteration 12Q: 3 clusters Score -1819922 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1819999.875000 Penalty: 4826.358398
	Iteration 13Q: 3 clusters Score -1820000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1820036.625000 Penalty: 4826.358398
	Iteration 14Q: 3 clusters Score -1820037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1820060.875000 Penalty: 4826.358398
	Iteration 15Q: 3 clusters Score -1820061 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1820074.000000 Penalty: 4826.358398
	Iteration 16Q: 3 clusters Score -1820074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1820100.500000 Penalty: 4826.358398
	Iteration 17Q: 3 clusters Score -1820100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1820112.750000 Penalty: 4826.358398
	Iteration 18Q: 3 clusters Score -1820113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1820126.375000 Penalty: 4826.358398
	Iteration 19Q: 3 clusters Score -1820126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1820140.625000 Penalty: 4826.358398
	Iteration 20F: 3 clusters Score -1820141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1820147.375000 Penalty: 4826.358398
	Iteration 21Q: 3 clusters Score -1820147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1820160.500000 Penalty: 4826.358398
	Iteration 22Q: 3 clusters Score -1820160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1820176.500000 Penalty: 4826.358398
	Iteration 23Q: 3 clusters Score -1820176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1820180.125000 Penalty: 4826.358398
	Iteration 24Q: 3 clusters Score -1820180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1820193.125000 Penalty: 4826.358398
	Iteration 25Q: 3 clusters Score -1820193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1820194.000000 Penalty: 4826.358398
	Iteration 26Q: 3 clusters Score -1820194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1820200.000000 Penalty: 4826.358398
	Iteration 27Q: 3 clusters Score -1820200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1820202.250000 Penalty: 4826.358398
	Iteration 28Q: 3 clusters Score -1820202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1820205.125000 Penalty: 4826.358398
	Iteration 29Q: 3 clusters Score -1820205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1820215.375000 Penalty: 4826.358398
	Iteration 30Q: 3 clusters Score -1820215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1820214.250000 Penalty: 4826.358398
	Iteration 31Q: 3 clusters Score -1820214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1820222.500000 Penalty: 4826.358398
	Iteration 32Q: 3 clusters Score -1820222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1820227.750000 Penalty: 4826.358398
	Iteration 33Q: 3 clusters Score -1820228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1820226.625000 Penalty: 4826.358398
	Iteration 34Q: 3 clusters Score -1820227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1820229.250000 Penalty: 4826.358398
	Iteration 35Q: 3 clusters Score -1820229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1820229.500000 Penalty: 4826.358398
	Iteration 36Q: 3 clusters Score -1820230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1820231.250000 Penalty: 4826.358398
	Iteration 37Q: 3 clusters Score -1820231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1820235.125000 Penalty: 4826.358398
	Iteration 38Q: 3 clusters Score -1820235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1820237.000000 Penalty: 4826.358398
	Iteration 39Q: 3 clusters Score -1820237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1820237.750000 Penalty: 4826.358398
	Iteration 40F: 3 clusters Score -1820238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1820235.875000 Penalty: 4826.358398
	Iteration 41Q: 3 clusters Score -1820236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1820236.000000 Penalty: 4826.358398
	Iteration 42Q: 3 clusters Score -1820236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1820237.000000 Penalty: 4826.358398
	Iteration 43Q: 3 clusters Score -1820237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1820239.750000 Penalty: 4826.358398
	Iteration 44Q: 3 clusters Score -1820240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1820240.250000 Penalty: 4826.358398
	Iteration 45Q: 3 clusters Score -1820240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1820242.375000 Penalty: 4826.358398
	Iteration 46Q: 3 clusters Score -1820242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1820240.500000 Penalty: 4826.358398
	Iteration 47Q: 3 clusters Score -1820240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1820239.375000 Penalty: 4826.358398
	Iteration 48Q: 3 clusters Score -1820239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1820236.250000 Penalty: 4826.358398
	Iteration 49Q: 3 clusters Score -1820236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1820243.125000 Penalty: 4826.358398
	Iteration 50Q: 3 clusters Score -1820243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1820241.375000 Penalty: 4826.358398
	Iteration 51Q: 3 clusters Score -1820241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1820244.875000 Penalty: 4826.358398
	Iteration 52Q: 3 clusters Score -1820245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1820245.375000 Penalty: 4826.358398
	Iteration 53Q: 3 clusters Score -1820245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1820247.000000 Penalty: 4826.358398
	Iteration 54Q: 3 clusters Score -1820247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1820252.625000 Penalty: 4826.358398
	Iteration 55Q: 3 clusters Score -1820253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1820247.750000 Penalty: 4826.358398
	Iteration 56Q: 3 clusters Score -1820248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1820248.250000 Penalty: 4826.358398
	Iteration 57Q: 3 clusters Score -1820248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1820250.500000 Penalty: 4826.358398
	Iteration 58Q: 3 clusters Score -1820250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1820248.125000 Penalty: 4826.358398
	Iteration 59Q: 3 clusters Score -1820248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1820249.125000 Penalty: 4826.358398
	Iteration 60F: 3 clusters Score -1820249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1820251.000000 Penalty: 4826.358398
	Iteration 61Q: 3 clusters Score -1820251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1820251.000000 Penalty: 4826.358398
	Iteration 62Q: 3 clusters Score -1820251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1820254.125000 Penalty: 4826.358398
	Iteration 63Q: 3 clusters Score -1820254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1820255.000000 Penalty: 4826.358398
	Iteration 64Q: 3 clusters Score -1820255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1820252.250000 Penalty: 4826.358398
	Iteration 65Q: 3 clusters Score -1820252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1820253.000000 Penalty: 4826.358398
	Iteration 66Q: 3 clusters Score -1820253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1820256.875000 Penalty: 4826.358398
	Iteration 67Q: 3 clusters Score -1820257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1820254.625000 Penalty: 4826.358398
	Iteration 68Q: 3 clusters Score -1820255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1820257.000000 Penalty: 4826.358398
	Iteration 69Q: 3 clusters Score -1820257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1820258.125000 Penalty: 4826.358398
	Iteration 70Q: 3 clusters Score -1820258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1820262.625000 Penalty: 4826.358398
	Iteration 71Q: 3 clusters Score -1820263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1820263.625000 Penalty: 4826.358398
	Iteration 72Q: 3 clusters Score -1820264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1820265.625000 Penalty: 4826.358398
	Iteration 73Q: 3 clusters Score -1820266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1820266.125000 Penalty: 4826.358398
	Iteration 74Q: 3 clusters Score -1820266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1820268.000000 Penalty: 4826.358398
	Iteration 75Q: 3 clusters Score -1820268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1820267.500000 Penalty: 4826.358398
	Iteration 76Q: 3 clusters Score -1820268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1820270.750000 Penalty: 4826.358398
	Iteration 77Q: 3 clusters Score -1820271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1820269.500000 Penalty: 4826.358398
	Iteration 78Q: 3 clusters Score -1820270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1820266.750000 Penalty: 4826.358398
	Iteration 79Q: 3 clusters Score -1820267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1820270.375000 Penalty: 4826.358398
	Iteration 80F: 3 clusters Score -1820270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1820271.125000 Penalty: 4826.358398
	Iteration 81Q: 3 clusters Score -1820271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1820270.125000 Penalty: 4826.358398
	Iteration 82Q: 3 clusters Score -1820270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1820273.750000 Penalty: 4826.358398
	Iteration 83Q: 3 clusters Score -1820274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1820273.625000 Penalty: 4826.358398
	Iteration 84Q: 3 clusters Score -1820274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1820273.625000 Penalty: 4826.358398
	Iteration 85F: 3 clusters Score -1820274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Entering Unmasked Estep 
Score: -1069427.125000 Penalty: 2273.160645
	Iteration 0F: 2 clusters Score -1069427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1062002.750000 Penalty: 4546.321289
	Iteration 0F: 3 clusters Score -1062003 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1064202.750000 Penalty: 4546.321289
	Iteration 1F: 3 clusters Score -1064203 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1064540.000000 Penalty: 4546.321289
	Iteration 2F: 3 clusters Score -1064540 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1064802.500000 Penalty: 4546.321289
	Iteration 3F: 3 clusters Score -1064802 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1065062.000000 Penalty: 4546.321289
	Iteration 4Q: 3 clusters Score -1065062 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1065295.750000 Penalty: 4546.321289
	Iteration 5Q: 3 clusters Score -1065296 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1065492.375000 Penalty: 4546.321289
	Iteration 6Q: 3 clusters Score -1065492 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1065688.625000 Penalty: 4546.321289
	Iteration 7Q: 3 clusters Score -1065689 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1065912.500000 Penalty: 4546.321289
	Iteration 8Q: 3 clusters Score -1065912 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1066178.875000 Penalty: 4546.321289
	Iteration 9Q: 3 clusters Score -1066179 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1066472.875000 Penalty: 4546.321289
	Iteration 10Q: 3 clusters Score -1066473 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1066747.500000 Penalty: 4546.321289
	Iteration 11Q: 3 clusters Score -1066748 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1066991.875000 Penalty: 4546.321289
	Iteration 12Q: 3 clusters Score -1066992 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1067165.125000 Penalty: 4546.321289
	Iteration 13Q: 3 clusters Score -1067165 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1067279.000000 Penalty: 4546.321289
	Iteration 14Q: 3 clusters Score -1067279 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1067366.375000 Penalty: 4546.321289
	Iteration 15Q: 3 clusters Score -1067366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1067438.750000 Penalty: 4546.321289
	Iteration 16Q: 3 clusters Score -1067439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1067494.250000 Penalty: 4546.321289
	Iteration 17Q: 3 clusters Score -1067494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1067540.875000 Penalty: 4546.321289
	Iteration 18Q: 3 clusters Score -1067541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1067584.000000 Penalty: 4546.321289
	Iteration 19Q: 3 clusters Score -1067584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1067621.375000 Penalty: 4546.321289
	Iteration 20F: 3 clusters Score -1067621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1067652.125000 Penalty: 4546.321289
	Iteration 21Q: 3 clusters Score -1067652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1067673.000000 Penalty: 4546.321289
	Iteration 22Q: 3 clusters Score -1067673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1067686.375000 Penalty: 4546.321289
	Iteration 23Q: 3 clusters Score -1067686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1067696.250000 Penalty: 4546.321289
	Iteration 24Q: 3 clusters Score -1067696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1067697.375000 Penalty: 4546.321289
	Iteration 25Q: 3 clusters Score -1067697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1067700.875000 Penalty: 4546.321289
	Iteration 26Q: 3 clusters Score -1067701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1067705.875000 Penalty: 4546.321289
	Iteration 27Q: 3 clusters Score -1067706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1067710.500000 Penalty: 4546.321289
	Iteration 28Q: 3 clusters Score -1067710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1067711.500000 Penalty: 4546.321289
	Iteration 29Q: 3 clusters Score -1067712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1067712.875000 Penalty: 4546.321289
	Iteration 30Q: 3 clusters Score -1067713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1067713.375000 Penalty: 4546.321289
	Iteration 31Q: 3 clusters Score -1067713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1067713.375000 Penalty: 4546.321289
	Iteration 32F: 3 clusters Score -1067713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (230374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230374 members 
Entering Unmasked Estep 
Score: -25781254.000000 Penalty: 3062.169922
	Iteration 0F: 2 clusters Score -2.578125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -25634432.000000 Penalty: 6124.339844
	Iteration 0F: 3 clusters Score -2.563443e+07 nChanged 111146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -25700560.000000 Penalty: 6124.339844
	Iteration 1F: 3 clusters Score -2.570056e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114933 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -25702506.000000 Penalty: 6124.339844
	Iteration 2Q: 3 clusters Score -2.570251e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 115944 members 
Entering Unmasked Estep 
Score: -25705134.000000 Penalty: 6124.339844
	Iteration 3Q: 3 clusters Score -2.570513e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 116374 members 
Entering Unmasked Estep 
Score: -25708370.000000 Penalty: 6124.339844
	Iteration 4Q: 3 clusters Score -2.570837e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 116629 members 
Entering Unmasked Estep 
Score: -25713044.000000 Penalty: 6124.339844
	Iteration 5Q: 3 clusters Score -2.571304e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113429 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
Score: -25719162.000000 Penalty: 6124.339844
	Iteration 6F: 3 clusters Score -2.571916e+07 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113023 members 
Mstep: Class 2 contains 117351 members 
Entering Unmasked Estep 
Score: -25727574.000000 Penalty: 6124.339844
	Iteration 7F: 3 clusters Score -2.572757e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112592 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -25738150.000000 Penalty: 6124.339844
	Iteration 8F: 3 clusters Score -2.573815e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111951 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -25748706.000000 Penalty: 6124.339844
	Iteration 9F: 3 clusters Score -2.574871e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -25756040.000000 Penalty: 6124.339844
	Iteration 10F: 3 clusters Score -2.575604e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -25759762.000000 Penalty: 6124.339844
	Iteration 11Q: 3 clusters Score -2.575976e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 121177 members 
Entering Unmasked Estep 
Score: -25761458.000000 Penalty: 6124.339844
	Iteration 12Q: 3 clusters Score -2.576146e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 122402 members 
Entering Unmasked Estep 
Score: -25762068.000000 Penalty: 6124.339844
	Iteration 13Q: 3 clusters Score -2.576207e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 123741 members 
Entering Unmasked Estep 
Score: -25762666.000000 Penalty: 6124.339844
	Iteration 14Q: 3 clusters Score -2.576267e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105228 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -25763098.000000 Penalty: 6124.339844
	Iteration 15Q: 3 clusters Score -2.57631e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -25763656.000000 Penalty: 6124.339844
	Iteration 16Q: 3 clusters Score -2.576366e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 128196 members 
Entering Unmasked Estep 
Score: -25764174.000000 Penalty: 6124.339844
	Iteration 17Q: 3 clusters Score -2.576417e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 129766 members 
Entering Unmasked Estep 
Score: -25764438.000000 Penalty: 6124.339844
	Iteration 18Q: 3 clusters Score -2.576444e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 131498 members 
Entering Unmasked Estep 
Score: -25764790.000000 Penalty: 6124.339844
	Iteration 19Q: 3 clusters Score -2.576479e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 133374 members 
Entering Unmasked Estep 
Score: -25765286.000000 Penalty: 6124.339844
	Iteration 20F: 3 clusters Score -2.576529e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 135486 members 
Entering Unmasked Estep 
Score: -25765810.000000 Penalty: 6124.339844
	Iteration 21Q: 3 clusters Score -2.576581e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 137706 members 
Entering Unmasked Estep 
Score: -25766370.000000 Penalty: 6124.339844
	Iteration 22Q: 3 clusters Score -2.576637e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -25767142.000000 Penalty: 6124.339844
	Iteration 23Q: 3 clusters Score -2.576714e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -25767858.000000 Penalty: 6124.339844
	Iteration 24Q: 3 clusters Score -2.576786e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -25768758.000000 Penalty: 6124.339844
	Iteration 25Q: 3 clusters Score -2.576876e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 148639 members 
Entering Unmasked Estep 
Score: -25769740.000000 Penalty: 6124.339844
	Iteration 26Q: 3 clusters Score -2.576974e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 151674 members 
Entering Unmasked Estep 
Score: -25770850.000000 Penalty: 6124.339844
	Iteration 27Q: 3 clusters Score -2.577085e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 154705 members 
Entering Unmasked Estep 
Score: -25771718.000000 Penalty: 6124.339844
	Iteration 28Q: 3 clusters Score -2.577172e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -25772640.000000 Penalty: 6124.339844
	Iteration 29Q: 3 clusters Score -2.577264e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 160682 members 
Entering Unmasked Estep 
Score: -25773494.000000 Penalty: 6124.339844
	Iteration 30Q: 3 clusters Score -2.577349e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 163626 members 
Entering Unmasked Estep 
Score: -25774332.000000 Penalty: 6124.339844
	Iteration 31Q: 3 clusters Score -2.577433e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 166551 members 
Entering Unmasked Estep 
Score: -25775198.000000 Penalty: 6124.339844
	Iteration 32Q: 3 clusters Score -2.57752e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -25776038.000000 Penalty: 6124.339844
	Iteration 33Q: 3 clusters Score -2.577604e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 171921 members 
Entering Unmasked Estep 
Score: -25776984.000000 Penalty: 6124.339844
	Iteration 34Q: 3 clusters Score -2.577698e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -25777636.000000 Penalty: 6124.339844
	Iteration 35Q: 3 clusters Score -2.577764e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -25778488.000000 Penalty: 6124.339844
	Iteration 36Q: 3 clusters Score -2.577849e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 178901 members 
Entering Unmasked Estep 
Score: -25779102.000000 Penalty: 6124.339844
	Iteration 37Q: 3 clusters Score -2.57791e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 180921 members 
Entering Unmasked Estep 
Score: -25779736.000000 Penalty: 6124.339844
	Iteration 38Q: 3 clusters Score -2.577974e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -25780158.000000 Penalty: 6124.339844
	Iteration 39Q: 3 clusters Score -2.578016e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -25780610.000000 Penalty: 6124.339844
	Iteration 40F: 3 clusters Score -2.578061e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 186034 members 
Entering Unmasked Estep 
Score: -25780918.000000 Penalty: 6124.339844
	Iteration 41Q: 3 clusters Score -2.578092e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 187531 members 
Entering Unmasked Estep 
Score: -25781288.000000 Penalty: 6124.339844
	Iteration 42Q: 3 clusters Score -2.578129e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 188899 members 
Entering Unmasked Estep 
Score: -25781492.000000 Penalty: 6124.339844
	Iteration 43Q: 3 clusters Score -2.578149e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 190126 members 
Entering Unmasked Estep 
Score: -25781688.000000 Penalty: 6124.339844
	Iteration 44Q: 3 clusters Score -2.578169e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 191240 members 
Entering Unmasked Estep 
Score: -25781910.000000 Penalty: 6124.339844
	Iteration 45Q: 3 clusters Score -2.578191e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 192230 members 
Entering Unmasked Estep 
Score: -25782068.000000 Penalty: 6124.339844
	Iteration 46Q: 3 clusters Score -2.578207e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -25782252.000000 Penalty: 6124.339844
	Iteration 47Q: 3 clusters Score -2.578225e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 193992 members 
Entering Unmasked Estep 
Score: -25782406.000000 Penalty: 6124.339844
	Iteration 48Q: 3 clusters Score -2.578241e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 194799 members 
Entering Unmasked Estep 
Score: -25782428.000000 Penalty: 6124.339844
	Iteration 49Q: 3 clusters Score -2.578243e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 195535 members 
Entering Unmasked Estep 
Score: -25782516.000000 Penalty: 6124.339844
	Iteration 50Q: 3 clusters Score -2.578252e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 196201 members 
Entering Unmasked Estep 
Score: -25782676.000000 Penalty: 6124.339844
	Iteration 51Q: 3 clusters Score -2.578268e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 196825 members 
Entering Unmasked Estep 
Score: -25782744.000000 Penalty: 6124.339844
	Iteration 52Q: 3 clusters Score -2.578274e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 197416 members 
Entering Unmasked Estep 
Score: -25782754.000000 Penalty: 6124.339844
	Iteration 53Q: 3 clusters Score -2.578275e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 197976 members 
Entering Unmasked Estep 
Score: -25782854.000000 Penalty: 6124.339844
	Iteration 54Q: 3 clusters Score -2.578285e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 198497 members 
Entering Unmasked Estep 
Score: -25782906.000000 Penalty: 6124.339844
	Iteration 55Q: 3 clusters Score -2.578291e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 198944 members 
Entering Unmasked Estep 
Score: -25782970.000000 Penalty: 6124.339844
	Iteration 56Q: 3 clusters Score -2.578297e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 199397 members 
Entering Unmasked Estep 
Score: -25783050.000000 Penalty: 6124.339844
	Iteration 57Q: 3 clusters Score -2.578305e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 199823 members 
Entering Unmasked Estep 
Score: -25783056.000000 Penalty: 6124.339844
	Iteration 58Q: 3 clusters Score -2.578306e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 200231 members 
Entering Unmasked Estep 
Score: -25783084.000000 Penalty: 6124.339844
	Iteration 59Q: 3 clusters Score -2.578308e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 200577 members 
Entering Unmasked Estep 
Score: -25783106.000000 Penalty: 6124.339844
	Iteration 60F: 3 clusters Score -2.578311e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 200899 members 
Entering Unmasked Estep 
Score: -25783138.000000 Penalty: 6124.339844
	Iteration 61Q: 3 clusters Score -2.578314e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 201217 members 
Entering Unmasked Estep 
Score: -25783226.000000 Penalty: 6124.339844
	Iteration 62Q: 3 clusters Score -2.578323e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 201510 members 
Entering Unmasked Estep 
Score: -25783204.000000 Penalty: 6124.339844
	Iteration 63Q: 3 clusters Score -2.57832e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 201793 members 
Entering Unmasked Estep 
Score: -25783196.000000 Penalty: 6124.339844
	Iteration 64Q: 3 clusters Score -2.57832e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 202030 members 
Entering Unmasked Estep 
Score: -25783224.000000 Penalty: 6124.339844
	Iteration 65Q: 3 clusters Score -2.578322e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 202227 members 
Entering Unmasked Estep 
Score: -25783178.000000 Penalty: 6124.339844
	Iteration 66Q: 3 clusters Score -2.578318e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 202402 members 
Entering Unmasked Estep 
Score: -25783190.000000 Penalty: 6124.339844
	Iteration 67Q: 3 clusters Score -2.578319e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 202574 members 
Entering Unmasked Estep 
Score: -25783228.000000 Penalty: 6124.339844
	Iteration 68Q: 3 clusters Score -2.578323e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 202756 members 
Entering Unmasked Estep 
Score: -25783226.000000 Penalty: 6124.339844
	Iteration 69Q: 3 clusters Score -2.578323e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 202903 members 
Entering Unmasked Estep 
Score: -25783234.000000 Penalty: 6124.339844
	Iteration 70Q: 3 clusters Score -2.578323e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 203044 members 
Entering Unmasked Estep 
Score: -25783272.000000 Penalty: 6124.339844
	Iteration 71Q: 3 clusters Score -2.578327e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 203193 members 
Entering Unmasked Estep 
Score: -25783256.000000 Penalty: 6124.339844
	Iteration 72Q: 3 clusters Score -2.578326e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 203356 members 
Entering Unmasked Estep 
Score: -25783176.000000 Penalty: 6124.339844
	Iteration 73Q: 3 clusters Score -2.578318e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 203534 members 
Entering Unmasked Estep 
Score: -25783204.000000 Penalty: 6124.339844
	Iteration 74Q: 3 clusters Score -2.57832e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 203691 members 
Entering Unmasked Estep 
Score: -25783188.000000 Penalty: 6124.339844
	Iteration 75Q: 3 clusters Score -2.578319e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 203841 members 
Entering Unmasked Estep 
Score: -25783180.000000 Penalty: 6124.339844
	Iteration 76Q: 3 clusters Score -2.578318e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 203984 members 
Entering Unmasked Estep 
Score: -25783174.000000 Penalty: 6124.339844
	Iteration 77Q: 3 clusters Score -2.578317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 204134 members 
Entering Unmasked Estep 
Score: -25783214.000000 Penalty: 6124.339844
	Iteration 78Q: 3 clusters Score -2.578321e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 204267 members 
Entering Unmasked Estep 
Score: -25783238.000000 Penalty: 6124.339844
	Iteration 79Q: 3 clusters Score -2.578324e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 204398 members 
Entering Unmasked Estep 
Score: -25783242.000000 Penalty: 6124.339844
	Iteration 80F: 3 clusters Score -2.578324e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 204545 members 
Entering Unmasked Estep 
Score: -25783288.000000 Penalty: 6124.339844
	Iteration 81Q: 3 clusters Score -2.578329e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 204704 members 
Entering Unmasked Estep 
Score: -25783306.000000 Penalty: 6124.339844
	Iteration 82Q: 3 clusters Score -2.578331e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 204852 members 
Entering Unmasked Estep 
Score: -25783318.000000 Penalty: 6124.339844
	Iteration 83Q: 3 clusters Score -2.578332e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 204985 members 
Entering Unmasked Estep 
Score: -25783254.000000 Penalty: 6124.339844
	Iteration 84Q: 3 clusters Score -2.578325e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 205114 members 
Entering Unmasked Estep 
Score: -25783342.000000 Penalty: 6124.339844
	Iteration 85Q: 3 clusters Score -2.578334e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 205221 members 
Entering Unmasked Estep 
Score: -25783362.000000 Penalty: 6124.339844
	Iteration 86Q: 3 clusters Score -2.578336e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 205327 members 
Entering Unmasked Estep 
Score: -25783354.000000 Penalty: 6124.339844
	Iteration 87Q: 3 clusters Score -2.578335e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 205434 members 
Entering Unmasked Estep 
Score: -25783382.000000 Penalty: 6124.339844
	Iteration 88Q: 3 clusters Score -2.578338e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 205538 members 
Entering Unmasked Estep 
Score: -25783380.000000 Penalty: 6124.339844
	Iteration 89Q: 3 clusters Score -2.578338e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 205637 members 
Entering Unmasked Estep 
Score: -25783380.000000 Penalty: 6124.339844
	Iteration 90Q: 3 clusters Score -2.578338e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 205724 members 
Entering Unmasked Estep 
Score: -25783410.000000 Penalty: 6124.339844
	Iteration 91Q: 3 clusters Score -2.578341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 205803 members 
Entering Unmasked Estep 
Score: -25783430.000000 Penalty: 6124.339844
	Iteration 92Q: 3 clusters Score -2.578343e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 205884 members 
Entering Unmasked Estep 
Score: -25783440.000000 Penalty: 6124.339844
	Iteration 93Q: 3 clusters Score -2.578344e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 205950 members 
Entering Unmasked Estep 
Score: -25783436.000000 Penalty: 6124.339844
	Iteration 94Q: 3 clusters Score -2.578344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 206003 members 
Entering Unmasked Estep 
Score: -25783450.000000 Penalty: 6124.339844
	Iteration 95Q: 3 clusters Score -2.578345e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 206055 members 
Entering Unmasked Estep 
Score: -25783452.000000 Penalty: 6124.339844
	Iteration 96Q: 3 clusters Score -2.578345e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 206109 members 
Entering Unmasked Estep 
Score: -25783466.000000 Penalty: 6124.339844
	Iteration 97Q: 3 clusters Score -2.578347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 206167 members 
Entering Unmasked Estep 
Score: -25783466.000000 Penalty: 6124.339844
	Iteration 98Q: 3 clusters Score -2.578347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 206204 members 
Entering Unmasked Estep 
Score: -25783464.000000 Penalty: 6124.339844
	Iteration 99Q: 3 clusters Score -2.578346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 206240 members 
Entering Unmasked Estep 
Score: -25783472.000000 Penalty: 6124.339844
	Iteration 100F: 3 clusters Score -2.578347e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 206285 members 
Entering Unmasked Estep 
Score: -25783470.000000 Penalty: 6124.339844
	Iteration 101Q: 3 clusters Score -2.578347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 206319 members 
Entering Unmasked Estep 
Score: -25783468.000000 Penalty: 6124.339844
	Iteration 102Q: 3 clusters Score -2.578347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 206353 members 
Entering Unmasked Estep 
Score: -25783496.000000 Penalty: 6124.339844
	Iteration 103Q: 3 clusters Score -2.57835e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 206397 members 
Entering Unmasked Estep 
Score: -25783526.000000 Penalty: 6124.339844
	Iteration 104Q: 3 clusters Score -2.578353e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 206446 members 
Entering Unmasked Estep 
Score: -25783500.000000 Penalty: 6124.339844
	Iteration 105Q: 3 clusters Score -2.57835e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 206487 members 
Entering Unmasked Estep 
Score: -25783498.000000 Penalty: 6124.339844
	Iteration 106Q: 3 clusters Score -2.57835e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 206544 members 
Entering Unmasked Estep 
Score: -25783512.000000 Penalty: 6124.339844
	Iteration 107Q: 3 clusters Score -2.578351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 206589 members 
Entering Unmasked Estep 
Score: -25783500.000000 Penalty: 6124.339844
	Iteration 108Q: 3 clusters Score -2.57835e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 206644 members 
Entering Unmasked Estep 
Score: -25783538.000000 Penalty: 6124.339844
	Iteration 109Q: 3 clusters Score -2.578354e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 206697 members 
Entering Unmasked Estep 
Score: -25783536.000000 Penalty: 6124.339844
	Iteration 110Q: 3 clusters Score -2.578354e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 206751 members 
Entering Unmasked Estep 
Score: -25783540.000000 Penalty: 6124.339844
	Iteration 111Q: 3 clusters Score -2.578354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 206808 members 
Entering Unmasked Estep 
Score: -25783540.000000 Penalty: 6124.339844
	Iteration 112Q: 3 clusters Score -2.578354e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 206877 members 
Entering Unmasked Estep 
Score: -25783526.000000 Penalty: 6124.339844
	Iteration 113Q: 3 clusters Score -2.578353e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 206936 members 
Entering Unmasked Estep 
Score: -25783564.000000 Penalty: 6124.339844
	Iteration 114Q: 3 clusters Score -2.578356e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 207016 members 
Entering Unmasked Estep 
Score: -25783572.000000 Penalty: 6124.339844
	Iteration 115Q: 3 clusters Score -2.578357e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 207097 members 
Entering Unmasked Estep 
Score: -25783602.000000 Penalty: 6124.339844
	Iteration 116Q: 3 clusters Score -2.57836e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 207189 members 
Entering Unmasked Estep 
Score: -25783576.000000 Penalty: 6124.339844
	Iteration 117Q: 3 clusters Score -2.578358e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 207284 members 
Entering Unmasked Estep 
Score: -25783554.000000 Penalty: 6124.339844
	Iteration 118Q: 3 clusters Score -2.578355e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 207386 members 
Entering Unmasked Estep 
Score: -25783558.000000 Penalty: 6124.339844
	Iteration 119Q: 3 clusters Score -2.578356e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 207484 members 
Entering Unmasked Estep 
Score: -25783534.000000 Penalty: 6124.339844
	Iteration 120F: 3 clusters Score -2.578353e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 207581 members 
Entering Unmasked Estep 
Score: -25783572.000000 Penalty: 6124.339844
	Iteration 121Q: 3 clusters Score -2.578357e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 207676 members 
Entering Unmasked Estep 
Score: -25783554.000000 Penalty: 6124.339844
	Iteration 122Q: 3 clusters Score -2.578355e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 207774 members 
Entering Unmasked Estep 
Score: -25783548.000000 Penalty: 6124.339844
	Iteration 123Q: 3 clusters Score -2.578355e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 207853 members 
Entering Unmasked Estep 
Score: -25783530.000000 Penalty: 6124.339844
	Iteration 124Q: 3 clusters Score -2.578353e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 207931 members 
Entering Unmasked Estep 
Score: -25783500.000000 Penalty: 6124.339844
	Iteration 125Q: 3 clusters Score -2.57835e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 208020 members 
Entering Unmasked Estep 
Score: -25783450.000000 Penalty: 6124.339844
	Iteration 126Q: 3 clusters Score -2.578345e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 208087 members 
Entering Unmasked Estep 
Score: -25783512.000000 Penalty: 6124.339844
	Iteration 127Q: 3 clusters Score -2.578351e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 208146 members 
Entering Unmasked Estep 
Score: -25783518.000000 Penalty: 6124.339844
	Iteration 128Q: 3 clusters Score -2.578352e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 208206 members 
Entering Unmasked Estep 
Score: -25783516.000000 Penalty: 6124.339844
	Iteration 129Q: 3 clusters Score -2.578352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 208268 members 
Entering Unmasked Estep 
Score: -25783510.000000 Penalty: 6124.339844
	Iteration 130Q: 3 clusters Score -2.578351e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 208325 members 
Entering Unmasked Estep 
Score: -25783518.000000 Penalty: 6124.339844
	Iteration 131Q: 3 clusters Score -2.578352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 208389 members 
Entering Unmasked Estep 
Score: -25783486.000000 Penalty: 6124.339844
	Iteration 132Q: 3 clusters Score -2.578349e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 208457 members 
Entering Unmasked Estep 
Score: -25783520.000000 Penalty: 6124.339844
	Iteration 133Q: 3 clusters Score -2.578352e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 208522 members 
Entering Unmasked Estep 
Score: -25783480.000000 Penalty: 6124.339844
	Iteration 134Q: 3 clusters Score -2.578348e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 208597 members 
Entering Unmasked Estep 
Score: -25783484.000000 Penalty: 6124.339844
	Iteration 135Q: 3 clusters Score -2.578348e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 208676 members 
Entering Unmasked Estep 
Score: -25783468.000000 Penalty: 6124.339844
	Iteration 136Q: 3 clusters Score -2.578347e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 208757 members 
Entering Unmasked Estep 
Score: -25783474.000000 Penalty: 6124.339844
	Iteration 137Q: 3 clusters Score -2.578347e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 208843 members 
Entering Unmasked Estep 
Score: -25783494.000000 Penalty: 6124.339844
	Iteration 138Q: 3 clusters Score -2.578349e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 208918 members 
Entering Unmasked Estep 
Score: -25783498.000000 Penalty: 6124.339844
	Iteration 139Q: 3 clusters Score -2.57835e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 208999 members 
Entering Unmasked Estep 
Score: -25783492.000000 Penalty: 6124.339844
	Iteration 140F: 3 clusters Score -2.578349e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 209079 members 
Entering Unmasked Estep 
Score: -25783522.000000 Penalty: 6124.339844
	Iteration 141Q: 3 clusters Score -2.578352e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 209166 members 
Entering Unmasked Estep 
Score: -25783506.000000 Penalty: 6124.339844
	Iteration 142Q: 3 clusters Score -2.578351e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 209250 members 
Entering Unmasked Estep 
Score: -25783512.000000 Penalty: 6124.339844
	Iteration 143Q: 3 clusters Score -2.578351e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 209330 members 
Entering Unmasked Estep 
Score: -25783512.000000 Penalty: 6124.339844
	Iteration 144Q: 3 clusters Score -2.578351e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 209419 members 
Entering Unmasked Estep 
Score: -25783538.000000 Penalty: 6124.339844
	Iteration 145Q: 3 clusters Score -2.578354e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 209495 members 
Entering Unmasked Estep 
Score: -25783550.000000 Penalty: 6124.339844
	Iteration 146Q: 3 clusters Score -2.578355e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 209557 members 
Entering Unmasked Estep 
Score: -25783536.000000 Penalty: 6124.339844
	Iteration 147Q: 3 clusters Score -2.578354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 209610 members 
Entering Unmasked Estep 
Score: -25783514.000000 Penalty: 6124.339844
	Iteration 148Q: 3 clusters Score -2.578351e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 209672 members 
Entering Unmasked Estep 
Score: -25783486.000000 Penalty: 6124.339844
	Iteration 149Q: 3 clusters Score -2.578349e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 209739 members 
Entering Unmasked Estep 
Score: -25783466.000000 Penalty: 6124.339844
	Iteration 150Q: 3 clusters Score -2.578347e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 209816 members 
Entering Unmasked Estep 
Score: -25783456.000000 Penalty: 6124.339844
	Iteration 151Q: 3 clusters Score -2.578346e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 209891 members 
Entering Unmasked Estep 
Score: -25783466.000000 Penalty: 6124.339844
	Iteration 152Q: 3 clusters Score -2.578347e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 209975 members 
Entering Unmasked Estep 
Score: -25783482.000000 Penalty: 6124.339844
	Iteration 153Q: 3 clusters Score -2.578348e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 210052 members 
Entering Unmasked Estep 
Score: -25783498.000000 Penalty: 6124.339844
	Iteration 154Q: 3 clusters Score -2.57835e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 210129 members 
Entering Unmasked Estep 
Score: -25783494.000000 Penalty: 6124.339844
	Iteration 155Q: 3 clusters Score -2.578349e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 210205 members 
Entering Unmasked Estep 
Score: -25783490.000000 Penalty: 6124.339844
	Iteration 156Q: 3 clusters Score -2.578349e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 210275 members 
Entering Unmasked Estep 
Score: -25783496.000000 Penalty: 6124.339844
	Iteration 157Q: 3 clusters Score -2.57835e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 210357 members 
Entering Unmasked Estep 
Score: -25783476.000000 Penalty: 6124.339844
	Iteration 158Q: 3 clusters Score -2.578348e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 210438 members 
Entering Unmasked Estep 
Score: -25783462.000000 Penalty: 6124.339844
	Iteration 159Q: 3 clusters Score -2.578346e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 210512 members 
Entering Unmasked Estep 
Score: -25783478.000000 Penalty: 6124.339844
	Iteration 160F: 3 clusters Score -2.578348e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 210590 members 
Entering Unmasked Estep 
Score: -25783486.000000 Penalty: 6124.339844
	Iteration 161Q: 3 clusters Score -2.578349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 210644 members 
Entering Unmasked Estep 
Score: -25783470.000000 Penalty: 6124.339844
	Iteration 162Q: 3 clusters Score -2.578347e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 210705 members 
Entering Unmasked Estep 
Score: -25783460.000000 Penalty: 6124.339844
	Iteration 163Q: 3 clusters Score -2.578346e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 210762 members 
Entering Unmasked Estep 
Score: -25783462.000000 Penalty: 6124.339844
	Iteration 164Q: 3 clusters Score -2.578346e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 210811 members 
Entering Unmasked Estep 
Score: -25783468.000000 Penalty: 6124.339844
	Iteration 165Q: 3 clusters Score -2.578347e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 210846 members 
Entering Unmasked Estep 
Score: -25783472.000000 Penalty: 6124.339844
	Iteration 166Q: 3 clusters Score -2.578347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 210877 members 
Entering Unmasked Estep 
Score: -25783446.000000 Penalty: 6124.339844
	Iteration 167Q: 3 clusters Score -2.578345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 210910 members 
Entering Unmasked Estep 
Score: -25783420.000000 Penalty: 6124.339844
	Iteration 168Q: 3 clusters Score -2.578342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 210943 members 
Entering Unmasked Estep 
Score: -25783434.000000 Penalty: 6124.339844
	Iteration 169Q: 3 clusters Score -2.578343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 210970 members 
Entering Unmasked Estep 
Score: -25783430.000000 Penalty: 6124.339844
	Iteration 170Q: 3 clusters Score -2.578343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 211003 members 
Entering Unmasked Estep 
Score: -25783422.000000 Penalty: 6124.339844
	Iteration 171Q: 3 clusters Score -2.578342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 211034 members 
Entering Unmasked Estep 
Score: -25783440.000000 Penalty: 6124.339844
	Iteration 172Q: 3 clusters Score -2.578344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 211060 members 
Entering Unmasked Estep 
Score: -25783436.000000 Penalty: 6124.339844
	Iteration 173Q: 3 clusters Score -2.578344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 211085 members 
Entering Unmasked Estep 
Score: -25783452.000000 Penalty: 6124.339844
	Iteration 174Q: 3 clusters Score -2.578345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 211109 members 
Entering Unmasked Estep 
Score: -25783450.000000 Penalty: 6124.339844
	Iteration 175Q: 3 clusters Score -2.578345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 211132 members 
Entering Unmasked Estep 
Score: -25783448.000000 Penalty: 6124.339844
	Iteration 176Q: 3 clusters Score -2.578345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 211161 members 
Entering Unmasked Estep 
Score: -25783454.000000 Penalty: 6124.339844
	Iteration 177Q: 3 clusters Score -2.578345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 211194 members 
Entering Unmasked Estep 
Score: -25783446.000000 Penalty: 6124.339844
	Iteration 178Q: 3 clusters Score -2.578345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 211221 members 
Entering Unmasked Estep 
Score: -25783434.000000 Penalty: 6124.339844
	Iteration 179Q: 3 clusters Score -2.578343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 211253 members 
Entering Unmasked Estep 
Score: -25783426.000000 Penalty: 6124.339844
	Iteration 180F: 3 clusters Score -2.578343e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 211289 members 
Entering Unmasked Estep 
Score: -25783414.000000 Penalty: 6124.339844
	Iteration 181Q: 3 clusters Score -2.578341e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 211324 members 
Entering Unmasked Estep 
Score: -25783414.000000 Penalty: 6124.339844
	Iteration 182Q: 3 clusters Score -2.578341e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 211359 members 
Entering Unmasked Estep 
Score: -25783430.000000 Penalty: 6124.339844
	Iteration 183Q: 3 clusters Score -2.578343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 211402 members 
Entering Unmasked Estep 
Score: -25783412.000000 Penalty: 6124.339844
	Iteration 184Q: 3 clusters Score -2.578341e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 211460 members 
Entering Unmasked Estep 
Score: -25783420.000000 Penalty: 6124.339844
	Iteration 185Q: 3 clusters Score -2.578342e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 211532 members 
Entering Unmasked Estep 
Score: -25783408.000000 Penalty: 6124.339844
	Iteration 186Q: 3 clusters Score -2.578341e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 211599 members 
Entering Unmasked Estep 
Score: -25783434.000000 Penalty: 6124.339844
	Iteration 187Q: 3 clusters Score -2.578343e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 211658 members 
Entering Unmasked Estep 
Score: -25783452.000000 Penalty: 6124.339844
	Iteration 188Q: 3 clusters Score -2.578345e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 211716 members 
Entering Unmasked Estep 
Score: -25783494.000000 Penalty: 6124.339844
	Iteration 189Q: 3 clusters Score -2.578349e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 211781 members 
Entering Unmasked Estep 
Score: -25783486.000000 Penalty: 6124.339844
	Iteration 190Q: 3 clusters Score -2.578349e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 211857 members 
Entering Unmasked Estep 
Score: -25783478.000000 Penalty: 6124.339844
	Iteration 191Q: 3 clusters Score -2.578348e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 211953 members 
Entering Unmasked Estep 
Score: -25783424.000000 Penalty: 6124.339844
	Iteration 192Q: 3 clusters Score -2.578342e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 212056 members 
Entering Unmasked Estep 
Score: -25783418.000000 Penalty: 6124.339844
	Iteration 193Q: 3 clusters Score -2.578342e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 212154 members 
Entering Unmasked Estep 
Score: -25783430.000000 Penalty: 6124.339844
	Iteration 194Q: 3 clusters Score -2.578343e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 212250 members 
Entering Unmasked Estep 
Score: -25783410.000000 Penalty: 6124.339844
	Iteration 195Q: 3 clusters Score -2.578341e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 212337 members 
Entering Unmasked Estep 
Score: -25783414.000000 Penalty: 6124.339844
	Iteration 196Q: 3 clusters Score -2.578341e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 212434 members 
Entering Unmasked Estep 
Score: -25783444.000000 Penalty: 6124.339844
	Iteration 197Q: 3 clusters Score -2.578344e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 212542 members 
Entering Unmasked Estep 
Score: -25783450.000000 Penalty: 6124.339844
	Iteration 198Q: 3 clusters Score -2.578345e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 212665 members 
Entering Unmasked Estep 
Score: -25783498.000000 Penalty: 6124.339844
	Iteration 199Q: 3 clusters Score -2.57835e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 212802 members 
Entering Unmasked Estep 
Score: -25783536.000000 Penalty: 6124.339844
	Iteration 200F: 3 clusters Score -2.578354e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 212956 members 
Entering Unmasked Estep 
Score: -25783592.000000 Penalty: 6124.339844
	Iteration 201Q: 3 clusters Score -2.578359e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 213130 members 
Entering Unmasked Estep 
Score: -25783566.000000 Penalty: 6124.339844
	Iteration 202Q: 3 clusters Score -2.578357e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 213308 members 
Entering Unmasked Estep 
Score: -25783594.000000 Penalty: 6124.339844
	Iteration 203Q: 3 clusters Score -2.578359e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 213492 members 
Entering Unmasked Estep 
Score: -25783630.000000 Penalty: 6124.339844
	Iteration 204Q: 3 clusters Score -2.578363e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 213687 members 
Entering Unmasked Estep 
Score: -25783706.000000 Penalty: 6124.339844
	Iteration 205Q: 3 clusters Score -2.578371e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 213845 members 
Entering Unmasked Estep 
Score: -25783762.000000 Penalty: 6124.339844
	Iteration 206Q: 3 clusters Score -2.578376e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 214005 members 
Entering Unmasked Estep 
Score: -25783774.000000 Penalty: 6124.339844
	Iteration 207Q: 3 clusters Score -2.578377e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 214146 members 
Entering Unmasked Estep 
Score: -25783802.000000 Penalty: 6124.339844
	Iteration 208Q: 3 clusters Score -2.57838e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 214290 members 
Entering Unmasked Estep 
Score: -25783820.000000 Penalty: 6124.339844
	Iteration 209Q: 3 clusters Score -2.578382e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 214435 members 
Entering Unmasked Estep 
Score: -25783798.000000 Penalty: 6124.339844
	Iteration 210Q: 3 clusters Score -2.57838e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 214563 members 
Entering Unmasked Estep 
Score: -25783852.000000 Penalty: 6124.339844
	Iteration 211Q: 3 clusters Score -2.578385e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 214676 members 
Entering Unmasked Estep 
Score: -25783824.000000 Penalty: 6124.339844
	Iteration 212Q: 3 clusters Score -2.578382e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 214794 members 
Entering Unmasked Estep 
Score: -25783826.000000 Penalty: 6124.339844
	Iteration 213Q: 3 clusters Score -2.578383e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 214909 members 
Entering Unmasked Estep 
Score: -25783842.000000 Penalty: 6124.339844
	Iteration 214Q: 3 clusters Score -2.578384e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 215015 members 
Entering Unmasked Estep 
Score: -25783838.000000 Penalty: 6124.339844
	Iteration 215Q: 3 clusters Score -2.578384e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 215126 members 
Entering Unmasked Estep 
Score: -25783858.000000 Penalty: 6124.339844
	Iteration 216Q: 3 clusters Score -2.578386e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 215246 members 
Entering Unmasked Estep 
Score: -25783848.000000 Penalty: 6124.339844
	Iteration 217Q: 3 clusters Score -2.578385e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 215366 members 
Entering Unmasked Estep 
Score: -25783832.000000 Penalty: 6124.339844
	Iteration 218Q: 3 clusters Score -2.578383e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 215485 members 
Entering Unmasked Estep 
Score: -25783858.000000 Penalty: 6124.339844
	Iteration 219Q: 3 clusters Score -2.578386e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 215594 members 
Entering Unmasked Estep 
Score: -25783838.000000 Penalty: 6124.339844
	Iteration 220F: 3 clusters Score -2.578384e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 215713 members 
Entering Unmasked Estep 
Score: -25783910.000000 Penalty: 6124.339844
	Iteration 221Q: 3 clusters Score -2.578391e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 215833 members 
Entering Unmasked Estep 
Score: -25783912.000000 Penalty: 6124.339844
	Iteration 222Q: 3 clusters Score -2.578391e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 215955 members 
Entering Unmasked Estep 
Score: -25783884.000000 Penalty: 6124.339844
	Iteration 223Q: 3 clusters Score -2.578388e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 216073 members 
Entering Unmasked Estep 
Score: -25783884.000000 Penalty: 6124.339844
	Iteration 224Q: 3 clusters Score -2.578388e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 216184 members 
Entering Unmasked Estep 
Score: -25783870.000000 Penalty: 6124.339844
	Iteration 225Q: 3 clusters Score -2.578387e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 216290 members 
Entering Unmasked Estep 
Score: -25783870.000000 Penalty: 6124.339844
	Iteration 226Q: 3 clusters Score -2.578387e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 216418 members 
Entering Unmasked Estep 
Score: -25783892.000000 Penalty: 6124.339844
	Iteration 227Q: 3 clusters Score -2.578389e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 216549 members 
Entering Unmasked Estep 
Score: -25783942.000000 Penalty: 6124.339844
	Iteration 228Q: 3 clusters Score -2.578394e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 216683 members 
Entering Unmasked Estep 
Score: -25783952.000000 Penalty: 6124.339844
	Iteration 229Q: 3 clusters Score -2.578395e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 216817 members 
Entering Unmasked Estep 
Score: -25783976.000000 Penalty: 6124.339844
	Iteration 230Q: 3 clusters Score -2.578398e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 216960 members 
Entering Unmasked Estep 
Score: -25784042.000000 Penalty: 6124.339844
	Iteration 231Q: 3 clusters Score -2.578404e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 217090 members 
Entering Unmasked Estep 
Score: -25784026.000000 Penalty: 6124.339844
	Iteration 232Q: 3 clusters Score -2.578403e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 217216 members 
Entering Unmasked Estep 
Score: -25784010.000000 Penalty: 6124.339844
	Iteration 233Q: 3 clusters Score -2.578401e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 217356 members 
Entering Unmasked Estep 
Score: -25784036.000000 Penalty: 6124.339844
	Iteration 234Q: 3 clusters Score -2.578404e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 217489 members 
Entering Unmasked Estep 
Score: -25784024.000000 Penalty: 6124.339844
	Iteration 235Q: 3 clusters Score -2.578402e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 217614 members 
Entering Unmasked Estep 
Score: -25784038.000000 Penalty: 6124.339844
	Iteration 236Q: 3 clusters Score -2.578404e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 217732 members 
Entering Unmasked Estep 
Score: -25784032.000000 Penalty: 6124.339844
	Iteration 237Q: 3 clusters Score -2.578403e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 217849 members 
Entering Unmasked Estep 
Score: -25783992.000000 Penalty: 6124.339844
	Iteration 238Q: 3 clusters Score -2.578399e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 217965 members 
Entering Unmasked Estep 
Score: -25784034.000000 Penalty: 6124.339844
	Iteration 239Q: 3 clusters Score -2.578403e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 218076 members 
Entering Unmasked Estep 
Score: -25784018.000000 Penalty: 6124.339844
	Iteration 240F: 3 clusters Score -2.578402e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 218183 members 
Entering Unmasked Estep 
Score: -25784058.000000 Penalty: 6124.339844
	Iteration 241Q: 3 clusters Score -2.578406e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 218301 members 
Entering Unmasked Estep 
Score: -25784064.000000 Penalty: 6124.339844
	Iteration 242Q: 3 clusters Score -2.578406e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 218406 members 
Entering Unmasked Estep 
Score: -25784068.000000 Penalty: 6124.339844
	Iteration 243Q: 3 clusters Score -2.578407e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 218513 members 
Entering Unmasked Estep 
Score: -25784068.000000 Penalty: 6124.339844
	Iteration 244Q: 3 clusters Score -2.578407e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 218610 members 
Entering Unmasked Estep 
Score: -25784072.000000 Penalty: 6124.339844
	Iteration 245Q: 3 clusters Score -2.578407e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 218707 members 
Entering Unmasked Estep 
Score: -25784088.000000 Penalty: 6124.339844
	Iteration 246Q: 3 clusters Score -2.578409e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 218805 members 
Entering Unmasked Estep 
Score: -25784100.000000 Penalty: 6124.339844
	Iteration 247Q: 3 clusters Score -2.57841e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 218918 members 
Entering Unmasked Estep 
Score: -25784076.000000 Penalty: 6124.339844
	Iteration 248Q: 3 clusters Score -2.578408e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 219029 members 
Entering Unmasked Estep 
Score: -25784096.000000 Penalty: 6124.339844
	Iteration 249Q: 3 clusters Score -2.57841e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 219133 members 
Entering Unmasked Estep 
Score: -25784146.000000 Penalty: 6124.339844
	Iteration 250Q: 3 clusters Score -2.578415e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 219240 members 
Entering Unmasked Estep 
Score: -25784158.000000 Penalty: 6124.339844
	Iteration 251Q: 3 clusters Score -2.578416e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 219338 members 
Entering Unmasked Estep 
Score: -25784180.000000 Penalty: 6124.339844
	Iteration 252Q: 3 clusters Score -2.578418e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 219423 members 
Entering Unmasked Estep 
Score: -25784194.000000 Penalty: 6124.339844
	Iteration 253Q: 3 clusters Score -2.578419e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 219508 members 
Entering Unmasked Estep 
Score: -25784174.000000 Penalty: 6124.339844
	Iteration 254Q: 3 clusters Score -2.578417e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 219602 members 
Entering Unmasked Estep 
Score: -25784238.000000 Penalty: 6124.339844
	Iteration 255Q: 3 clusters Score -2.578424e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 219704 members 
Entering Unmasked Estep 
Score: -25784228.000000 Penalty: 6124.339844
	Iteration 256Q: 3 clusters Score -2.578423e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 219807 members 
Entering Unmasked Estep 
Score: -25784232.000000 Penalty: 6124.339844
	Iteration 257Q: 3 clusters Score -2.578423e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 219904 members 
Entering Unmasked Estep 
Score: -25784216.000000 Penalty: 6124.339844
	Iteration 258Q: 3 clusters Score -2.578422e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 219999 members 
Entering Unmasked Estep 
Score: -25784198.000000 Penalty: 6124.339844
	Iteration 259Q: 3 clusters Score -2.57842e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 220085 members 
Entering Unmasked Estep 
Score: -25784224.000000 Penalty: 6124.339844
	Iteration 260F: 3 clusters Score -2.578422e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 220172 members 
Entering Unmasked Estep 
Score: -25784202.000000 Penalty: 6124.339844
	Iteration 261Q: 3 clusters Score -2.57842e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 220253 members 
Entering Unmasked Estep 
Score: -25784156.000000 Penalty: 6124.339844
	Iteration 262Q: 3 clusters Score -2.578416e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 220336 members 
Entering Unmasked Estep 
Score: -25784168.000000 Penalty: 6124.339844
	Iteration 263Q: 3 clusters Score -2.578417e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 220429 members 
Entering Unmasked Estep 
Score: -25784164.000000 Penalty: 6124.339844
	Iteration 264Q: 3 clusters Score -2.578416e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 220524 members 
Entering Unmasked Estep 
Score: -25784174.000000 Penalty: 6124.339844
	Iteration 265Q: 3 clusters Score -2.578417e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 220621 members 
Entering Unmasked Estep 
Score: -25784170.000000 Penalty: 6124.339844
	Iteration 266Q: 3 clusters Score -2.578417e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 220707 members 
Entering Unmasked Estep 
Score: -25784092.000000 Penalty: 6124.339844
	Iteration 267Q: 3 clusters Score -2.578409e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 220805 members 
Entering Unmasked Estep 
Score: -25784082.000000 Penalty: 6124.339844
	Iteration 268Q: 3 clusters Score -2.578408e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 220891 members 
Entering Unmasked Estep 
Score: -25784086.000000 Penalty: 6124.339844
	Iteration 269Q: 3 clusters Score -2.578409e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 220969 members 
Entering Unmasked Estep 
Score: -25784044.000000 Penalty: 6124.339844
	Iteration 270Q: 3 clusters Score -2.578404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 221041 members 
Entering Unmasked Estep 
Score: -25784010.000000 Penalty: 6124.339844
	Iteration 271Q: 3 clusters Score -2.578401e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 221105 members 
Entering Unmasked Estep 
Score: -25784008.000000 Penalty: 6124.339844
	Iteration 272Q: 3 clusters Score -2.578401e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 221178 members 
Entering Unmasked Estep 
Score: -25784016.000000 Penalty: 6124.339844
	Iteration 273Q: 3 clusters Score -2.578402e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 221240 members 
Entering Unmasked Estep 
Score: -25783986.000000 Penalty: 6124.339844
	Iteration 274Q: 3 clusters Score -2.578399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 221303 members 
Entering Unmasked Estep 
Score: -25783988.000000 Penalty: 6124.339844
	Iteration 275Q: 3 clusters Score -2.578399e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 221378 members 
Entering Unmasked Estep 
Score: -25783914.000000 Penalty: 6124.339844
	Iteration 276Q: 3 clusters Score -2.578391e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 221453 members 
Entering Unmasked Estep 
Score: -25783902.000000 Penalty: 6124.339844
	Iteration 277Q: 3 clusters Score -2.57839e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 221534 members 
Entering Unmasked Estep 
Score: -25783860.000000 Penalty: 6124.339844
	Iteration 278Q: 3 clusters Score -2.578386e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 221597 members 
Entering Unmasked Estep 
Score: -25783820.000000 Penalty: 6124.339844
	Iteration 279Q: 3 clusters Score -2.578382e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 221670 members 
Entering Unmasked Estep 
Score: -25783818.000000 Penalty: 6124.339844
	Iteration 280F: 3 clusters Score -2.578382e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 221753 members 
Entering Unmasked Estep 
Score: -25783810.000000 Penalty: 6124.339844
	Iteration 281Q: 3 clusters Score -2.578381e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 221846 members 
Entering Unmasked Estep 
Score: -25783806.000000 Penalty: 6124.339844
	Iteration 282Q: 3 clusters Score -2.578381e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 221938 members 
Entering Unmasked Estep 
Score: -25783830.000000 Penalty: 6124.339844
	Iteration 283Q: 3 clusters Score -2.578383e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 222023 members 
Entering Unmasked Estep 
Score: -25783812.000000 Penalty: 6124.339844
	Iteration 284Q: 3 clusters Score -2.578381e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 222098 members 
Entering Unmasked Estep 
Score: -25783792.000000 Penalty: 6124.339844
	Iteration 285Q: 3 clusters Score -2.578379e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 222155 members 
Entering Unmasked Estep 
Score: -25783778.000000 Penalty: 6124.339844
	Iteration 286Q: 3 clusters Score -2.578378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 222220 members 
Entering Unmasked Estep 
Score: -25783754.000000 Penalty: 6124.339844
	Iteration 287Q: 3 clusters Score -2.578375e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 222270 members 
Entering Unmasked Estep 
Score: -25783728.000000 Penalty: 6124.339844
	Iteration 288Q: 3 clusters Score -2.578373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 222313 members 
Entering Unmasked Estep 
Score: -25783722.000000 Penalty: 6124.339844
	Iteration 289Q: 3 clusters Score -2.578372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 222364 members 
Entering Unmasked Estep 
Score: -25783714.000000 Penalty: 6124.339844
	Iteration 290Q: 3 clusters Score -2.578371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 222401 members 
Entering Unmasked Estep 
Score: -25783688.000000 Penalty: 6124.339844
	Iteration 291Q: 3 clusters Score -2.578369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 222430 members 
Entering Unmasked Estep 
Score: -25783682.000000 Penalty: 6124.339844
	Iteration 292Q: 3 clusters Score -2.578368e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 222466 members 
Entering Unmasked Estep 
Score: -25783666.000000 Penalty: 6124.339844
	Iteration 293Q: 3 clusters Score -2.578367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 222501 members 
Entering Unmasked Estep 
Score: -25783640.000000 Penalty: 6124.339844
	Iteration 294Q: 3 clusters Score -2.578364e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 222539 members 
Entering Unmasked Estep 
Score: -25783628.000000 Penalty: 6124.339844
	Iteration 295Q: 3 clusters Score -2.578363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 222576 members 
Entering Unmasked Estep 
Score: -25783602.000000 Penalty: 6124.339844
	Iteration 296Q: 3 clusters Score -2.57836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 222612 members 
Entering Unmasked Estep 
Score: -25783610.000000 Penalty: 6124.339844
	Iteration 297Q: 3 clusters Score -2.578361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 222647 members 
Entering Unmasked Estep 
Score: -25783608.000000 Penalty: 6124.339844
	Iteration 298Q: 3 clusters Score -2.578361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 222686 members 
Entering Unmasked Estep 
Score: -25783572.000000 Penalty: 6124.339844
	Iteration 299Q: 3 clusters Score -2.578357e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 222728 members 
Entering Unmasked Estep 
Score: -25783572.000000 Penalty: 6124.339844
	Iteration 300F: 3 clusters Score -2.578357e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 222778 members 
Entering Unmasked Estep 
Score: -25783532.000000 Penalty: 6124.339844
	Iteration 301Q: 3 clusters Score -2.578353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 222832 members 
Entering Unmasked Estep 
Score: -25783514.000000 Penalty: 6124.339844
	Iteration 302Q: 3 clusters Score -2.578351e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 222893 members 
Entering Unmasked Estep 
Score: -25783478.000000 Penalty: 6124.339844
	Iteration 303Q: 3 clusters Score -2.578348e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 222948 members 
Entering Unmasked Estep 
Score: -25783490.000000 Penalty: 6124.339844
	Iteration 304Q: 3 clusters Score -2.578349e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 223001 members 
Entering Unmasked Estep 
Score: -25783494.000000 Penalty: 6124.339844
	Iteration 305Q: 3 clusters Score -2.578349e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 223057 members 
Entering Unmasked Estep 
Score: -25783456.000000 Penalty: 6124.339844
	Iteration 306Q: 3 clusters Score -2.578346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 223116 members 
Entering Unmasked Estep 
Score: -25783452.000000 Penalty: 6124.339844
	Iteration 307Q: 3 clusters Score -2.578345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 223174 members 
Entering Unmasked Estep 
Score: -25783440.000000 Penalty: 6124.339844
	Iteration 308Q: 3 clusters Score -2.578344e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 223218 members 
Entering Unmasked Estep 
Score: -25783426.000000 Penalty: 6124.339844
	Iteration 309Q: 3 clusters Score -2.578343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 223263 members 
Entering Unmasked Estep 
Score: -25783424.000000 Penalty: 6124.339844
	Iteration 310Q: 3 clusters Score -2.578342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 223312 members 
Entering Unmasked Estep 
Score: -25783384.000000 Penalty: 6124.339844
	Iteration 311Q: 3 clusters Score -2.578338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 223360 members 
Entering Unmasked Estep 
Score: -25783366.000000 Penalty: 6124.339844
	Iteration 312Q: 3 clusters Score -2.578337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 223399 members 
Entering Unmasked Estep 
Score: -25783350.000000 Penalty: 6124.339844
	Iteration 313Q: 3 clusters Score -2.578335e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 223431 members 
Entering Unmasked Estep 
Score: -25783338.000000 Penalty: 6124.339844
	Iteration 314Q: 3 clusters Score -2.578334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 223464 members 
Entering Unmasked Estep 
Score: -25783342.000000 Penalty: 6124.339844
	Iteration 315Q: 3 clusters Score -2.578334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 223499 members 
Entering Unmasked Estep 
Score: -25783332.000000 Penalty: 6124.339844
	Iteration 316Q: 3 clusters Score -2.578333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 223529 members 
Entering Unmasked Estep 
Score: -25783300.000000 Penalty: 6124.339844
	Iteration 317Q: 3 clusters Score -2.57833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 223562 members 
Entering Unmasked Estep 
Score: -25783294.000000 Penalty: 6124.339844
	Iteration 318Q: 3 clusters Score -2.578329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 223585 members 
Entering Unmasked Estep 
Score: -25783302.000000 Penalty: 6124.339844
	Iteration 319Q: 3 clusters Score -2.57833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 223605 members 
Entering Unmasked Estep 
Score: -25783278.000000 Penalty: 6124.339844
	Iteration 320F: 3 clusters Score -2.578328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -25783260.000000 Penalty: 6124.339844
	Iteration 321Q: 3 clusters Score -2.578326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 223653 members 
Entering Unmasked Estep 
Score: -25783260.000000 Penalty: 6124.339844
	Iteration 322Q: 3 clusters Score -2.578326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 223675 members 
Entering Unmasked Estep 
Score: -25783258.000000 Penalty: 6124.339844
	Iteration 323Q: 3 clusters Score -2.578326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 223700 members 
Entering Unmasked Estep 
Score: -25783244.000000 Penalty: 6124.339844
	Iteration 324Q: 3 clusters Score -2.578324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 223724 members 
Entering Unmasked Estep 
Score: -25783260.000000 Penalty: 6124.339844
	Iteration 325Q: 3 clusters Score -2.578326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 223742 members 
Entering Unmasked Estep 
Score: -25783254.000000 Penalty: 6124.339844
	Iteration 326Q: 3 clusters Score -2.578325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 223754 members 
Entering Unmasked Estep 
Score: -25783260.000000 Penalty: 6124.339844
	Iteration 327Q: 3 clusters Score -2.578326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 223772 members 
Entering Unmasked Estep 
Score: -25783232.000000 Penalty: 6124.339844
	Iteration 328Q: 3 clusters Score -2.578323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 223783 members 
Entering Unmasked Estep 
Score: -25783218.000000 Penalty: 6124.339844
	Iteration 329Q: 3 clusters Score -2.578322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 223794 members 
Entering Unmasked Estep 
Score: -25783228.000000 Penalty: 6124.339844
	Iteration 330Q: 3 clusters Score -2.578323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 223808 members 
Entering Unmasked Estep 
Score: -25783192.000000 Penalty: 6124.339844
	Iteration 331Q: 3 clusters Score -2.578319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 223820 members 
Entering Unmasked Estep 
Score: -25783178.000000 Penalty: 6124.339844
	Iteration 332Q: 3 clusters Score -2.578318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -25783180.000000 Penalty: 6124.339844
	Iteration 333Q: 3 clusters Score -2.578318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 223838 members 
Entering Unmasked Estep 
Score: -25783156.000000 Penalty: 6124.339844
	Iteration 334Q: 3 clusters Score -2.578316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 223852 members 
Entering Unmasked Estep 
Score: -25783164.000000 Penalty: 6124.339844
	Iteration 335Q: 3 clusters Score -2.578316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 223866 members 
Entering Unmasked Estep 
Score: -25783158.000000 Penalty: 6124.339844
	Iteration 336Q: 3 clusters Score -2.578316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 223878 members 
Entering Unmasked Estep 
Score: -25783180.000000 Penalty: 6124.339844
	Iteration 337Q: 3 clusters Score -2.578318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 223888 members 
Entering Unmasked Estep 
Score: -25783164.000000 Penalty: 6124.339844
	Iteration 338Q: 3 clusters Score -2.578316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 223891 members 
Entering Unmasked Estep 
Score: -25783172.000000 Penalty: 6124.339844
	Iteration 339Q: 3 clusters Score -2.578317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 223899 members 
Entering Unmasked Estep 
Score: -25783174.000000 Penalty: 6124.339844
	Iteration 340F: 3 clusters Score -2.578317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 223902 members 
Entering Unmasked Estep 
Score: -25783160.000000 Penalty: 6124.339844
	Iteration 341Q: 3 clusters Score -2.578316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 223903 members 
Entering Unmasked Estep 
Score: -25783170.000000 Penalty: 6124.339844
	Iteration 342Q: 3 clusters Score -2.578317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 223904 members 
Entering Unmasked Estep 
Score: -25783158.000000 Penalty: 6124.339844
	Iteration 343Q: 3 clusters Score -2.578316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 223910 members 
Entering Unmasked Estep 
Score: -25783160.000000 Penalty: 6124.339844
	Iteration 344Q: 3 clusters Score -2.578316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 223911 members 
Entering Unmasked Estep 
Score: -25783152.000000 Penalty: 6124.339844
	Iteration 345Q: 3 clusters Score -2.578315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 223912 members 
Entering Unmasked Estep 
Score: -25783162.000000 Penalty: 6124.339844
	Iteration 346Q: 3 clusters Score -2.578316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 223915 members 
Entering Unmasked Estep 
Score: -25783144.000000 Penalty: 6124.339844
	Iteration 347Q: 3 clusters Score -2.578314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 223918 members 
Entering Unmasked Estep 
Score: -25783152.000000 Penalty: 6124.339844
	Iteration 348Q: 3 clusters Score -2.578315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 223922 members 
Entering Unmasked Estep 
Score: -25783158.000000 Penalty: 6124.339844
	Iteration 349Q: 3 clusters Score -2.578316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 223925 members 
Entering Unmasked Estep 
Score: -25783158.000000 Penalty: 6124.339844
	Iteration 350Q: 3 clusters Score -2.578316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 223928 members 
Entering Unmasked Estep 
Score: -25783140.000000 Penalty: 6124.339844
	Iteration 351Q: 3 clusters Score -2.578314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 223929 members 
Entering Unmasked Estep 
Score: -25783142.000000 Penalty: 6124.339844
	Iteration 352Q: 3 clusters Score -2.578314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 223932 members 
Entering Unmasked Estep 
Score: -25783138.000000 Penalty: 6124.339844
	Iteration 353Q: 3 clusters Score -2.578314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 223936 members 
Entering Unmasked Estep 
Score: -25783118.000000 Penalty: 6124.339844
	Iteration 354Q: 3 clusters Score -2.578312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 223939 members 
Entering Unmasked Estep 
Score: -25783116.000000 Penalty: 6124.339844
	Iteration 355Q: 3 clusters Score -2.578312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 223940 members 
Entering Unmasked Estep 
Score: -25783110.000000 Penalty: 6124.339844
	Iteration 356Q: 3 clusters Score -2.578311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 223940 members 
Entering Unmasked Estep 
Score: -25783110.000000 Penalty: 6124.339844
	Iteration 357F: 3 clusters Score -2.578311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 41232 members 
Mstep: Class 5 contains 279242 members 
Mstep: Class 6 contains 31206 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 223940 members 
Mstep: Class 11 contains 60718 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 21 contains 41200 members 
Mstep: Class 24 contains 1317 members 
Entering Unmasked Estep 
Score: -88554704.000000 Penalty: 60688.125000
Splitting cluster 20 changes total score from -88548544.000000 to -88554704.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 21 (41200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Entering Unmasked Estep 
Score: -4596862.500000 Penalty: 2635.296143
	Iteration 0F: 2 clusters Score -4596862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4569064.500000 Penalty: 5270.592285
	Iteration 0F: 3 clusters Score -4569064 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -4579284.500000 Penalty: 5270.592285
	Iteration 1F: 3 clusters Score -4579284 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4579715.000000 Penalty: 5270.592285
	Iteration 2Q: 3 clusters Score -4579715 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4580118.000000 Penalty: 5270.592285
	Iteration 3Q: 3 clusters Score -4580118 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4580526.000000 Penalty: 5270.592285
	Iteration 4Q: 3 clusters Score -4580526 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4580945.500000 Penalty: 5270.592285
	Iteration 5Q: 3 clusters Score -4580946 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4581483.000000 Penalty: 5270.592285
	Iteration 6Q: 3 clusters Score -4581483 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4582269.000000 Penalty: 5270.592285
	Iteration 7Q: 3 clusters Score -4582269 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4583586.500000 Penalty: 5270.592285
	Iteration 8F: 3 clusters Score -4583586 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4585550.500000 Penalty: 5270.592285
	Iteration 9F: 3 clusters Score -4585550 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4588185.500000 Penalty: 5270.592285
	Iteration 10F: 3 clusters Score -4588186 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4590931.500000 Penalty: 5270.592285
	Iteration 11F: 3 clusters Score -4590932 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4592908.000000 Penalty: 5270.592285
	Iteration 12Q: 3 clusters Score -4592908 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4593889.000000 Penalty: 5270.592285
	Iteration 13Q: 3 clusters Score -4593889 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4594280.500000 Penalty: 5270.592285
	Iteration 14Q: 3 clusters Score -4594280 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4594446.000000 Penalty: 5270.592285
	Iteration 15Q: 3 clusters Score -4594446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4594540.000000 Penalty: 5270.592285
	Iteration 16Q: 3 clusters Score -4594540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4594586.500000 Penalty: 5270.592285
	Iteration 17Q: 3 clusters Score -4594586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4594598.000000 Penalty: 5270.592285
	Iteration 18Q: 3 clusters Score -4594598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4594613.500000 Penalty: 5270.592285
	Iteration 19Q: 3 clusters Score -4594614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4594638.500000 Penalty: 5270.592285
	Iteration 20F: 3 clusters Score -4594638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4594653.000000 Penalty: 5270.592285
	Iteration 21Q: 3 clusters Score -4594653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4594661.000000 Penalty: 5270.592285
	Iteration 22Q: 3 clusters Score -4594661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4594662.500000 Penalty: 5270.592285
	Iteration 23Q: 3 clusters Score -4594662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4594662.500000 Penalty: 5270.592285
	Iteration 24Q: 3 clusters Score -4594662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4594664.000000 Penalty: 5270.592285
	Iteration 25Q: 3 clusters Score -4594664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4594664.000000 Penalty: 5270.592285
	Iteration 26F: 3 clusters Score -4594664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -135038.406250 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -135038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132885.328125 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -132885.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133293.687500 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -133293.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133492.750000 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -133492.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133697.093750 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -133697.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134050.921875 Penalty: 3562.823486
	Iteration 4F: 3 clusters Score -134050.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -134479.546875 Penalty: 3562.823486
	Iteration 5F: 3 clusters Score -134479.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134753.843750 Penalty: 3562.823486
	Iteration 6F: 3 clusters Score -134753.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -134981.390625 Penalty: 3562.823486
	Iteration 7F: 3 clusters Score -134981.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -135225.000000 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -135225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -135647.687500 Penalty: 3562.823486
	Iteration 9F: 3 clusters Score -135647.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136088.734375 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -136088.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -136220.671875 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -136220.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -136256.812500 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -136256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -136276.453125 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -136276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -136292.171875 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -136292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136303.703125 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -136303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136303.703125 Penalty: 3562.823486
	Iteration 16F: 3 clusters Score -136303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 41232 members 
Mstep: Class 5 contains 279242 members 
Mstep: Class 6 contains 31206 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 223940 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 60718 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 21 contains 41200 members 
Mstep: Class 24 contains 473 members 
Entering Unmasked Estep 
Score: -88554352.000000 Penalty: 64059.687500
Splitting cluster 24 changes total score from -88548544.000000 to -88554352.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 5 contains 279242 members 
Mstep: Class 6 contains 31206 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 11 contains 60718 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 21 contains 41200 members 
Mstep: Class 24 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88557768.000000 Penalty: 64059.687500
Iteration 39Q: 20 clusters Score -8.855777e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 3278 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 40368 members 
Mstep: Class 5 contains 279538 members 
Mstep: Class 6 contains 31615 members 
Mstep: Class 7 contains 16590 members 
Mstep: Class 8 contains 9247 members 
Mstep: Class 9 contains 222625 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 60850 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 14 contains 18297 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 16802 members 
Mstep: Class 19 contains 9697 members 
Mstep: Class 20 contains 6934 members 
Mstep: Class 21 contains 41050 members 
Mstep: Class 24 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88561608.000000 Penalty: 64059.687500
Iteration 40F: 20 clusters Score -8.856161e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 40421 members 
Mstep: Class 5 contains 277929 members 
Mstep: Class 6 contains 31583 members 
Mstep: Class 7 contains 17525 members 
Mstep: Class 8 contains 9226 members 
Mstep: Class 9 contains 224107 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 60629 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 16770 members 
Mstep: Class 19 contains 9821 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 40918 members 
Mstep: Class 24 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3049.180664 but Gain 3371.562500
Score: -88563944.000000 Penalty: 60688.125000
Iteration 41Q: 19 clusters Score -8.856394e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 42651 members 
Mstep: Class 5 contains 276621 members 
Mstep: Class 6 contains 31585 members 
Mstep: Class 7 contains 18165 members 
Mstep: Class 8 contains 9211 members 
Mstep: Class 9 contains 225729 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 60463 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 18289 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 16741 members 
Mstep: Class 19 contains 9888 members 
Mstep: Class 20 contains 7530 members 
Mstep: Class 21 contains 40761 members 
Mstep: Class 24 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88568848.000000 Penalty: 60688.125000
Iteration 42Q: 19 clusters Score -8.856885e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 42872 members 
Mstep: Class 5 contains 274634 members 
Mstep: Class 6 contains 31643 members 
Mstep: Class 7 contains 18680 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 227111 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 60310 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 7840 members 
Mstep: Class 21 contains 40611 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88569920.000000 Penalty: 60688.125000
Iteration 43Q: 19 clusters Score -8.856992e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 43014 members 
Mstep: Class 5 contains 272862 members 
Mstep: Class 6 contains 31677 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 9221 members 
Mstep: Class 9 contains 228450 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 60202 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 16705 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 40423 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88571824.000000 Penalty: 60688.125000
Iteration 44Q: 19 clusters Score -8.857182e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 43108 members 
Mstep: Class 5 contains 271343 members 
Mstep: Class 6 contains 31702 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 229692 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 60098 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 14 contains 18291 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 10058 members 
Mstep: Class 20 contains 8457 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 24 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573072.000000 Penalty: 60688.125000
Iteration 45Q: 19 clusters Score -8.857307e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 43183 members 
Mstep: Class 5 contains 270048 members 
Mstep: Class 6 contains 31727 members 
Mstep: Class 7 contains 19658 members 
Mstep: Class 8 contains 9236 members 
Mstep: Class 9 contains 230673 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59998 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 14 contains 18297 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 16661 members 
Mstep: Class 19 contains 10077 members 
Mstep: Class 20 contains 8774 members 
Mstep: Class 21 contains 40090 members 
Mstep: Class 24 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88573632.000000 Penalty: 60688.125000
Iteration 46Q: 19 clusters Score -8.857363e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 3 contains 956 members 
Mstep: Class 4 contains 43263 members 
Mstep: Class 5 contains 269062 members 
Mstep: Class 6 contains 31760 members 
Mstep: Class 7 contains 19854 members 
Mstep: Class 8 contains 9257 members 
Mstep: Class 9 contains 231352 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59917 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 14 contains 18296 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 16653 members 
Mstep: Class 19 contains 10065 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 39962 members 
Mstep: Class 24 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574016.000000 Penalty: 60688.125000
Iteration 47Q: 19 clusters Score -8.857402e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 43364 members 
Mstep: Class 5 contains 268296 members 
Mstep: Class 6 contains 31815 members 
Mstep: Class 7 contains 19985 members 
Mstep: Class 8 contains 9269 members 
Mstep: Class 9 contains 231832 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59822 members 
Mstep: Class 12 contains 1047 members 
Mstep: Class 14 contains 18298 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 18 contains 16647 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 9441 members 
Mstep: Class 21 contains 39864 members 
Mstep: Class 24 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574192.000000 Penalty: 60688.125000
Iteration 48Q: 19 clusters Score -8.857419e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 43448 members 
Mstep: Class 5 contains 267778 members 
Mstep: Class 6 contains 31853 members 
Mstep: Class 7 contains 20125 members 
Mstep: Class 8 contains 9265 members 
Mstep: Class 9 contains 232026 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59730 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18295 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 16643 members 
Mstep: Class 19 contains 9970 members 
Mstep: Class 20 contains 9791 members 
Mstep: Class 21 contains 39795 members 
Mstep: Class 24 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574616.000000 Penalty: 60688.125000
Iteration 49Q: 19 clusters Score -8.857462e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 43531 members 
Mstep: Class 5 contains 267484 members 
Mstep: Class 6 contains 31864 members 
Mstep: Class 7 contains 20220 members 
Mstep: Class 8 contains 9280 members 
Mstep: Class 9 contains 231963 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59663 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18292 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 16644 members 
Mstep: Class 19 contains 9943 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 39744 members 
Mstep: Class 24 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574736.000000 Penalty: 60688.125000
Iteration 50Q: 19 clusters Score -8.857474e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 43579 members 
Mstep: Class 5 contains 267316 members 
Mstep: Class 6 contains 31878 members 
Mstep: Class 7 contains 20285 members 
Mstep: Class 8 contains 9306 members 
Mstep: Class 9 contains 231782 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59602 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18290 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 10515 members 
Mstep: Class 21 contains 39720 members 
Mstep: Class 24 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88574952.000000 Penalty: 60688.125000
Iteration 51Q: 19 clusters Score -8.857495e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 43607 members 
Mstep: Class 5 contains 267277 members 
Mstep: Class 6 contains 31893 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 231529 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59516 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 16646 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 10887 members 
Mstep: Class 21 contains 39699 members 
Mstep: Class 24 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575232.000000 Penalty: 60688.125000
Iteration 52Q: 19 clusters Score -8.857523e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 43629 members 
Mstep: Class 5 contains 267246 members 
Mstep: Class 6 contains 31913 members 
Mstep: Class 7 contains 20430 members 
Mstep: Class 8 contains 9337 members 
Mstep: Class 9 contains 231200 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59455 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 16644 members 
Mstep: Class 19 contains 9821 members 
Mstep: Class 20 contains 11288 members 
Mstep: Class 21 contains 39693 members 
Mstep: Class 24 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575688.000000 Penalty: 60688.125000
Iteration 53Q: 19 clusters Score -8.857569e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 43642 members 
Mstep: Class 5 contains 267213 members 
Mstep: Class 6 contains 31921 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 9348 members 
Mstep: Class 9 contains 230880 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59383 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18278 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16644 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 11725 members 
Mstep: Class 21 contains 39685 members 
Mstep: Class 24 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575896.000000 Penalty: 60688.125000
Iteration 54Q: 19 clusters Score -8.85759e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 43641 members 
Mstep: Class 5 contains 267158 members 
Mstep: Class 6 contains 31943 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 9350 members 
Mstep: Class 9 contains 230554 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59301 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18276 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 19 contains 9674 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 39695 members 
Mstep: Class 24 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88575920.000000 Penalty: 60688.125000
Iteration 55Q: 19 clusters Score -8.857592e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 43647 members 
Mstep: Class 5 contains 267129 members 
Mstep: Class 6 contains 31957 members 
Mstep: Class 7 contains 20578 members 
Mstep: Class 8 contains 9339 members 
Mstep: Class 9 contains 230204 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59212 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 18277 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 16639 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 39709 members 
Mstep: Class 24 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576296.000000 Penalty: 60688.125000
Iteration 56Q: 19 clusters Score -8.85763e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 43656 members 
Mstep: Class 5 contains 267055 members 
Mstep: Class 6 contains 31964 members 
Mstep: Class 7 contains 20602 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 229897 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 59120 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 14 contains 18277 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 16637 members 
Mstep: Class 19 contains 9490 members 
Mstep: Class 20 contains 13290 members 
Mstep: Class 21 contains 39738 members 
Mstep: Class 24 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88576992.000000 Penalty: 60688.125000
Iteration 57Q: 19 clusters Score -8.857699e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 43674 members 
Mstep: Class 5 contains 267008 members 
Mstep: Class 6 contains 31968 members 
Mstep: Class 7 contains 20616 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 229590 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58999 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 18281 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 16629 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 13841 members 
Mstep: Class 21 contains 39764 members 
Mstep: Class 24 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577040.000000 Penalty: 60688.125000
Iteration 58Q: 19 clusters Score -8.857704e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 43701 members 
Mstep: Class 5 contains 266948 members 
Mstep: Class 6 contains 31955 members 
Mstep: Class 7 contains 20639 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 229277 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58907 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 14 contains 18282 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 16626 members 
Mstep: Class 19 contains 9322 members 
Mstep: Class 20 contains 14405 members 
Mstep: Class 21 contains 39801 members 
Mstep: Class 24 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577272.000000 Penalty: 60688.125000
Iteration 59Q: 19 clusters Score -8.857727e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 3 contains 986 members 
Mstep: Class 4 contains 43721 members 
Mstep: Class 5 contains 266840 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 20661 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 229036 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58792 members 
Mstep: Class 12 contains 1037 members 
Mstep: Class 14 contains 18281 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 16624 members 
Mstep: Class 19 contains 9225 members 
Mstep: Class 20 contains 14994 members 
Mstep: Class 21 contains 39830 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88577584.000000 Penalty: 60688.125000
Iteration 60F: 19 clusters Score -8.857758e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 43747 members 
Mstep: Class 5 contains 266672 members 
Mstep: Class 6 contains 31927 members 
Mstep: Class 7 contains 20670 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 228837 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58647 members 
Mstep: Class 12 contains 1035 members 
Mstep: Class 14 contains 18282 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 16618 members 
Mstep: Class 19 contains 9123 members 
Mstep: Class 20 contains 15620 members 
Mstep: Class 21 contains 39860 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578136.000000 Penalty: 60688.125000
Iteration 61Q: 19 clusters Score -8.857814e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 43763 members 
Mstep: Class 5 contains 266454 members 
Mstep: Class 6 contains 31911 members 
Mstep: Class 7 contains 20691 members 
Mstep: Class 8 contains 9311 members 
Mstep: Class 9 contains 228583 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58553 members 
Mstep: Class 12 contains 1035 members 
Mstep: Class 14 contains 18272 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 16612 members 
Mstep: Class 19 contains 9021 members 
Mstep: Class 20 contains 16298 members 
Mstep: Class 21 contains 39888 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88578592.000000 Penalty: 60688.125000
Iteration 62Q: 19 clusters Score -8.857859e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 43770 members 
Mstep: Class 5 contains 266199 members 
Mstep: Class 6 contains 31891 members 
Mstep: Class 7 contains 20693 members 
Mstep: Class 8 contains 9307 members 
Mstep: Class 9 contains 228368 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58462 members 
Mstep: Class 12 contains 1035 members 
Mstep: Class 14 contains 18264 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 16606 members 
Mstep: Class 19 contains 8886 members 
Mstep: Class 20 contains 17045 members 
Mstep: Class 21 contains 39908 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579016.000000 Penalty: 60688.125000
Iteration 63Q: 19 clusters Score -8.857902e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 43759 members 
Mstep: Class 5 contains 265948 members 
Mstep: Class 6 contains 31834 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 9298 members 
Mstep: Class 9 contains 228073 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 12 contains 1035 members 
Mstep: Class 14 contains 18254 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 16596 members 
Mstep: Class 19 contains 8752 members 
Mstep: Class 20 contains 17886 members 
Mstep: Class 21 contains 39931 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88579752.000000 Penalty: 60688.125000
Iteration 64Q: 19 clusters Score -8.857975e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 43767 members 
Mstep: Class 5 contains 265682 members 
Mstep: Class 6 contains 31770 members 
Mstep: Class 7 contains 20683 members 
Mstep: Class 8 contains 9288 members 
Mstep: Class 9 contains 227842 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58265 members 
Mstep: Class 12 contains 1034 members 
Mstep: Class 14 contains 18252 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 16594 members 
Mstep: Class 19 contains 8592 members 
Mstep: Class 20 contains 18730 members 
Mstep: Class 21 contains 39943 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88580480.000000 Penalty: 60688.125000
Iteration 65Q: 19 clusters Score -8.858048e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 43781 members 
Mstep: Class 5 contains 265373 members 
Mstep: Class 6 contains 31698 members 
Mstep: Class 7 contains 20657 members 
Mstep: Class 8 contains 9279 members 
Mstep: Class 9 contains 227577 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58152 members 
Mstep: Class 12 contains 1034 members 
Mstep: Class 14 contains 18244 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 19627 members 
Mstep: Class 21 contains 39956 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581000.000000 Penalty: 60688.125000
Iteration 66Q: 19 clusters Score -8.8581e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 43785 members 
Mstep: Class 5 contains 265044 members 
Mstep: Class 6 contains 31637 members 
Mstep: Class 7 contains 20625 members 
Mstep: Class 8 contains 9264 members 
Mstep: Class 9 contains 227293 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 58040 members 
Mstep: Class 12 contains 1034 members 
Mstep: Class 14 contains 18245 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 20530 members 
Mstep: Class 21 contains 39971 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88581888.000000 Penalty: 60688.125000
Iteration 67Q: 19 clusters Score -8.858189e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 43810 members 
Mstep: Class 5 contains 264672 members 
Mstep: Class 6 contains 31555 members 
Mstep: Class 7 contains 20592 members 
Mstep: Class 8 contains 9255 members 
Mstep: Class 9 contains 227021 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 57890 members 
Mstep: Class 12 contains 1033 members 
Mstep: Class 14 contains 18247 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 18 contains 16565 members 
Mstep: Class 19 contains 8358 members 
Mstep: Class 20 contains 21444 members 
Mstep: Class 21 contains 39987 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88582592.000000 Penalty: 60688.125000
Iteration 68Q: 19 clusters Score -8.858259e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 43843 members 
Mstep: Class 5 contains 264321 members 
Mstep: Class 6 contains 31473 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 9232 members 
Mstep: Class 9 contains 226717 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 57752 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 14 contains 18242 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 16555 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 22407 members 
Mstep: Class 21 contains 39987 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88583216.000000 Penalty: 60688.125000
Iteration 69Q: 19 clusters Score -8.858322e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 263906 members 
Mstep: Class 6 contains 31391 members 
Mstep: Class 7 contains 20505 members 
Mstep: Class 8 contains 9219 members 
Mstep: Class 9 contains 226405 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 57609 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 14 contains 18232 members 
Mstep: Class 17 contains 1994 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 23383 members 
Mstep: Class 21 contains 39986 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88584232.000000 Penalty: 60688.125000
Iteration 70Q: 19 clusters Score -8.858423e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 43857 members 
Mstep: Class 5 contains 263463 members 
Mstep: Class 6 contains 31310 members 
Mstep: Class 7 contains 20438 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 226140 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 57470 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 14 contains 18225 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 8468 members 
Mstep: Class 20 contains 24309 members 
Mstep: Class 21 contains 39948 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585112.000000 Penalty: 60688.125000
Iteration 71Q: 19 clusters Score -8.858511e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 43843 members 
Mstep: Class 5 contains 262948 members 
Mstep: Class 6 contains 31182 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 9173 members 
Mstep: Class 9 contains 226039 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 57311 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 16543 members 
Mstep: Class 19 contains 8641 members 
Mstep: Class 20 contains 25244 members 
Mstep: Class 21 contains 39895 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88585952.000000 Penalty: 60688.125000
Iteration 72Q: 19 clusters Score -8.858595e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 43818 members 
Mstep: Class 5 contains 262419 members 
Mstep: Class 6 contains 31072 members 
Mstep: Class 7 contains 20308 members 
Mstep: Class 8 contains 9152 members 
Mstep: Class 9 contains 225979 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 57149 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 14 contains 18207 members 
Mstep: Class 17 contains 1974 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 8781 members 
Mstep: Class 20 contains 26177 members 
Mstep: Class 21 contains 39850 members 
Mstep: Class 24 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587176.000000 Penalty: 60688.125000
Iteration 73Q: 19 clusters Score -8.858718e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 43804 members 
Mstep: Class 5 contains 261980 members 
Mstep: Class 6 contains 30950 members 
Mstep: Class 7 contains 20227 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 225893 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 56994 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 14 contains 18196 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 16526 members 
Mstep: Class 19 contains 8919 members 
Mstep: Class 20 contains 27067 members 
Mstep: Class 21 contains 39817 members 
Mstep: Class 24 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88587824.000000 Penalty: 60688.125000
Iteration 74Q: 19 clusters Score -8.858782e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 43772 members 
Mstep: Class 5 contains 261526 members 
Mstep: Class 6 contains 30823 members 
Mstep: Class 7 contains 20157 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 225868 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 56818 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 14 contains 18189 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 9028 members 
Mstep: Class 20 contains 27934 members 
Mstep: Class 21 contains 39779 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588480.000000 Penalty: 60688.125000
Iteration 75Q: 19 clusters Score -8.858848e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 43719 members 
Mstep: Class 5 contains 261074 members 
Mstep: Class 6 contains 30692 members 
Mstep: Class 7 contains 20085 members 
Mstep: Class 8 contains 9103 members 
Mstep: Class 9 contains 225886 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 56641 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 14 contains 18181 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 16541 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 28816 members 
Mstep: Class 21 contains 39716 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588728.000000 Penalty: 60688.125000
Iteration 76Q: 19 clusters Score -8.858873e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 43677 members 
Mstep: Class 5 contains 260677 members 
Mstep: Class 6 contains 30566 members 
Mstep: Class 7 contains 20007 members 
Mstep: Class 8 contains 9089 members 
Mstep: Class 9 contains 225941 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 56451 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 14 contains 18167 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 16543 members 
Mstep: Class 19 contains 9207 members 
Mstep: Class 20 contains 29641 members 
Mstep: Class 21 contains 39654 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88588936.000000 Penalty: 60688.125000
Iteration 77Q: 19 clusters Score -8.858894e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 43642 members 
Mstep: Class 5 contains 260298 members 
Mstep: Class 6 contains 30437 members 
Mstep: Class 7 contains 19935 members 
Mstep: Class 8 contains 9067 members 
Mstep: Class 9 contains 226068 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 56269 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 14 contains 18153 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 16548 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 30379 members 
Mstep: Class 21 contains 39585 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589808.000000 Penalty: 60688.125000
Iteration 78Q: 19 clusters Score -8.858981e+07 nChanged 2865
Entering ConstructFrom: 
Score: -88589808.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (37023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Entering Unmasked Estep 
Score: -4191246.000000 Penalty: 2608.785156
	Iteration 0F: 2 clusters Score -4191246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4166257.250000 Penalty: 5217.570312
	Iteration 0F: 3 clusters Score -4166257 nChanged 16801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4175880.750000 Penalty: 5217.570312
	Iteration 1F: 3 clusters Score -4175881 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4176989.000000 Penalty: 5217.570312
	Iteration 2F: 3 clusters Score -4176989 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4178360.500000 Penalty: 5217.570312
	Iteration 3F: 3 clusters Score -4178360 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4180070.500000 Penalty: 5217.570312
	Iteration 4F: 3 clusters Score -4180070 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4182247.750000 Penalty: 5217.570312
	Iteration 5F: 3 clusters Score -4182248 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4184563.500000 Penalty: 5217.570312
	Iteration 6F: 3 clusters Score -4184564 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4186537.250000 Penalty: 5217.570312
	Iteration 7F: 3 clusters Score -4186537 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4188003.000000 Penalty: 5217.570312
	Iteration 8F: 3 clusters Score -4188003 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -4188966.500000 Penalty: 5217.570312
	Iteration 9Q: 3 clusters Score -4188966 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4189611.000000 Penalty: 5217.570312
	Iteration 10Q: 3 clusters Score -4189611 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4189989.750000 Penalty: 5217.570312
	Iteration 11Q: 3 clusters Score -4189990 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4190192.000000 Penalty: 5217.570312
	Iteration 12Q: 3 clusters Score -4190192 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4190355.250000 Penalty: 5217.570312
	Iteration 13Q: 3 clusters Score -4190355 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -4190494.000000 Penalty: 5217.570312
	Iteration 14Q: 3 clusters Score -4190494 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4190618.000000 Penalty: 5217.570312
	Iteration 15Q: 3 clusters Score -4190618 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4190725.500000 Penalty: 5217.570312
	Iteration 16Q: 3 clusters Score -4190726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4190797.250000 Penalty: 5217.570312
	Iteration 17Q: 3 clusters Score -4190797 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4190870.750000 Penalty: 5217.570312
	Iteration 18Q: 3 clusters Score -4190871 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4190928.250000 Penalty: 5217.570312
	Iteration 19Q: 3 clusters Score -4190928 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4190951.750000 Penalty: 5217.570312
	Iteration 20F: 3 clusters Score -4190952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4190989.500000 Penalty: 5217.570312
	Iteration 21Q: 3 clusters Score -4190990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4191013.500000 Penalty: 5217.570312
	Iteration 22Q: 3 clusters Score -4191014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4191049.000000 Penalty: 5217.570312
	Iteration 23Q: 3 clusters Score -4191049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4191056.000000 Penalty: 5217.570312
	Iteration 24Q: 3 clusters Score -4191056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4191060.500000 Penalty: 5217.570312
	Iteration 25Q: 3 clusters Score -4191060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4191074.000000 Penalty: 5217.570312
	Iteration 26Q: 3 clusters Score -4191074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4191079.500000 Penalty: 5217.570312
	Iteration 27Q: 3 clusters Score -4191080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4191087.250000 Penalty: 5217.570312
	Iteration 28Q: 3 clusters Score -4191087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4191086.000000 Penalty: 5217.570312
	Iteration 29Q: 3 clusters Score -4191086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4191093.250000 Penalty: 5217.570312
	Iteration 30Q: 3 clusters Score -4191093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4191102.000000 Penalty: 5217.570312
	Iteration 31Q: 3 clusters Score -4191102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4191111.750000 Penalty: 5217.570312
	Iteration 32Q: 3 clusters Score -4191112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4191107.750000 Penalty: 5217.570312
	Iteration 33Q: 3 clusters Score -4191108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4191116.500000 Penalty: 5217.570312
	Iteration 34Q: 3 clusters Score -4191116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4191130.250000 Penalty: 5217.570312
	Iteration 35Q: 3 clusters Score -4191130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4191141.000000 Penalty: 5217.570312
	Iteration 36Q: 3 clusters Score -4191141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4191153.000000 Penalty: 5217.570312
	Iteration 37Q: 3 clusters Score -4191153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4191157.750000 Penalty: 5217.570312
	Iteration 38Q: 3 clusters Score -4191158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4191161.500000 Penalty: 5217.570312
	Iteration 39Q: 3 clusters Score -4191162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -4191176.250000 Penalty: 5217.570312
	Iteration 40F: 3 clusters Score -4191176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -4191179.000000 Penalty: 5217.570312
	Iteration 41Q: 3 clusters Score -4191179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4191180.500000 Penalty: 5217.570312
	Iteration 42Q: 3 clusters Score -4191180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4191178.250000 Penalty: 5217.570312
	Iteration 43Q: 3 clusters Score -4191178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4191185.500000 Penalty: 5217.570312
	Iteration 44Q: 3 clusters Score -4191186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4191183.500000 Penalty: 5217.570312
	Iteration 45Q: 3 clusters Score -4191184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4191188.250000 Penalty: 5217.570312
	Iteration 46Q: 3 clusters Score -4191188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4191186.500000 Penalty: 5217.570312
	Iteration 47Q: 3 clusters Score -4191186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4191190.500000 Penalty: 5217.570312
	Iteration 48Q: 3 clusters Score -4191190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4191183.000000 Penalty: 5217.570312
	Iteration 49Q: 3 clusters Score -4191183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -4191183.000000 Penalty: 5217.570312
	Iteration 50Q: 3 clusters Score -4191183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4191182.000000 Penalty: 5217.570312
	Iteration 51Q: 3 clusters Score -4191182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4191182.000000 Penalty: 5217.570312
	Iteration 52Q: 3 clusters Score -4191182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4191178.000000 Penalty: 5217.570312
	Iteration 53Q: 3 clusters Score -4191178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4191180.250000 Penalty: 5217.570312
	Iteration 54Q: 3 clusters Score -4191180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4191180.250000 Penalty: 5217.570312
	Iteration 55F: 3 clusters Score -4191180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -105563.328125 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -105563.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103690.804688 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -103690.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104527.820312 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -104527.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105266.414062 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -105266.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105833.250000 Penalty: 3476.218750
	Iteration 3F: 3 clusters Score -105833.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -106511.640625 Penalty: 3476.218750
	Iteration 4F: 3 clusters Score -106511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106619.539062 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -106619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106635.765625 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -106635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106638.351562 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -106638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106638.351562 Penalty: 3476.218750
	Iteration 8F: 3 clusters Score -106638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 43601 members 
Mstep: Class 5 contains 259854 members 
Mstep: Class 6 contains 30288 members 
Mstep: Class 7 contains 19869 members 
Mstep: Class 8 contains 9045 members 
Mstep: Class 9 contains 226287 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 56101 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 14 contains 18136 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 9355 members 
Mstep: Class 20 contains 31086 members 
Mstep: Class 21 contains 39541 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
Score: -88589160.000000 Penalty: 64059.687500
Splitting cluster 3 changes total score from -88589808.000000 to -88589160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Entering Unmasked Estep 
Score: -4917326.000000 Penalty: 2649.343262
	Iteration 0F: 2 clusters Score -4917326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4887863.500000 Penalty: 5298.686523
	Iteration 0F: 3 clusters Score -4887864 nChanged 19968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4898997.000000 Penalty: 5298.686523
	Iteration 1F: 3 clusters Score -4898997 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4899495.500000 Penalty: 5298.686523
	Iteration 2Q: 3 clusters Score -4899496 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4899995.000000 Penalty: 5298.686523
	Iteration 3Q: 3 clusters Score -4899995 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4900522.000000 Penalty: 5298.686523
	Iteration 4Q: 3 clusters Score -4900522 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4901105.000000 Penalty: 5298.686523
	Iteration 5Q: 3 clusters Score -4901105 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -4901992.500000 Penalty: 5298.686523
	Iteration 6Q: 3 clusters Score -4901992 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -4903533.000000 Penalty: 5298.686523
	Iteration 7F: 3 clusters Score -4903533 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -4905772.000000 Penalty: 5298.686523
	Iteration 8F: 3 clusters Score -4905772 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4908544.500000 Penalty: 5298.686523
	Iteration 9F: 3 clusters Score -4908544 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4911123.000000 Penalty: 5298.686523
	Iteration 10F: 3 clusters Score -4911123 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -4913135.500000 Penalty: 5298.686523
	Iteration 11F: 3 clusters Score -4913136 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4914445.000000 Penalty: 5298.686523
	Iteration 12Q: 3 clusters Score -4914445 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4915270.000000 Penalty: 5298.686523
	Iteration 13Q: 3 clusters Score -4915270 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -4915756.500000 Penalty: 5298.686523
	Iteration 14Q: 3 clusters Score -4915756 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4916014.500000 Penalty: 5298.686523
	Iteration 15Q: 3 clusters Score -4916014 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4916172.000000 Penalty: 5298.686523
	Iteration 16Q: 3 clusters Score -4916172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4916253.500000 Penalty: 5298.686523
	Iteration 17Q: 3 clusters Score -4916254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4916321.500000 Penalty: 5298.686523
	Iteration 18Q: 3 clusters Score -4916322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -4916358.500000 Penalty: 5298.686523
	Iteration 19Q: 3 clusters Score -4916358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -4916393.000000 Penalty: 5298.686523
	Iteration 20F: 3 clusters Score -4916393 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -4916408.000000 Penalty: 5298.686523
	Iteration 21Q: 3 clusters Score -4916408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -4916408.500000 Penalty: 5298.686523
	Iteration 22Q: 3 clusters Score -4916408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -4916423.000000 Penalty: 5298.686523
	Iteration 23Q: 3 clusters Score -4916423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -4916425.500000 Penalty: 5298.686523
	Iteration 24Q: 3 clusters Score -4916426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -4916431.000000 Penalty: 5298.686523
	Iteration 25Q: 3 clusters Score -4916431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4916437.000000 Penalty: 5298.686523
	Iteration 26Q: 3 clusters Score -4916437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4916436.500000 Penalty: 5298.686523
	Iteration 27Q: 3 clusters Score -4916436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4916436.000000 Penalty: 5298.686523
	Iteration 28Q: 3 clusters Score -4916436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4916436.500000 Penalty: 5298.686523
	Iteration 29Q: 3 clusters Score -4916436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4916435.500000 Penalty: 5298.686523
	Iteration 30Q: 3 clusters Score -4916436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -4916441.500000 Penalty: 5298.686523
	Iteration 31Q: 3 clusters Score -4916442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4916441.000000 Penalty: 5298.686523
	Iteration 32Q: 3 clusters Score -4916441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4916441.000000 Penalty: 5298.686523
	Iteration 33F: 3 clusters Score -4916441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (259854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259854 members 
Entering Unmasked Estep 
Score: -29272018.000000 Penalty: 3092.033203
	Iteration 0F: 2 clusters Score -2.927202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -29116132.000000 Penalty: 6184.066406
	Iteration 0F: 3 clusters Score -2.911613e+07 nChanged 125201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 129898 members 
Entering Unmasked Estep 
Score: -29189616.000000 Penalty: 6184.066406
	Iteration 1F: 3 clusters Score -2.918962e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130381 members 
Mstep: Class 2 contains 129473 members 
Entering Unmasked Estep 
Score: -29190626.000000 Penalty: 6184.066406
	Iteration 2Q: 3 clusters Score -2.919063e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -29191996.000000 Penalty: 6184.066406
	Iteration 3Q: 3 clusters Score -2.9192e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132346 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -29193366.000000 Penalty: 6184.066406
	Iteration 4Q: 3 clusters Score -2.919337e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134054 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -29195222.000000 Penalty: 6184.066406
	Iteration 5Q: 3 clusters Score -2.919522e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136457 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -29197552.000000 Penalty: 6184.066406
	Iteration 6Q: 3 clusters Score -2.919755e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139645 members 
Mstep: Class 2 contains 120209 members 
Entering Unmasked Estep 
Score: -29201516.000000 Penalty: 6184.066406
	Iteration 7Q: 3 clusters Score -2.920152e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 116149 members 
Entering Unmasked Estep 
Score: -29207452.000000 Penalty: 6184.066406
	Iteration 8Q: 3 clusters Score -2.920745e+07 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -29216774.000000 Penalty: 6184.066406
	Iteration 9F: 3 clusters Score -2.921677e+07 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -29229234.000000 Penalty: 6184.066406
	Iteration 10F: 3 clusters Score -2.922923e+07 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -29241668.000000 Penalty: 6184.066406
	Iteration 11F: 3 clusters Score -2.924167e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158225 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -29248974.000000 Penalty: 6184.066406
	Iteration 12F: 3 clusters Score -2.924897e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -29252098.000000 Penalty: 6184.066406
	Iteration 13Q: 3 clusters Score -2.92521e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -29254284.000000 Penalty: 6184.066406
	Iteration 14Q: 3 clusters Score -2.925428e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165999 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -29256350.000000 Penalty: 6184.066406
	Iteration 15Q: 3 clusters Score -2.925635e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168874 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
Score: -29258474.000000 Penalty: 6184.066406
	Iteration 16Q: 3 clusters Score -2.925847e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171846 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -29260700.000000 Penalty: 6184.066406
	Iteration 17Q: 3 clusters Score -2.92607e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174800 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -29262816.000000 Penalty: 6184.066406
	Iteration 18Q: 3 clusters Score -2.926282e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177686 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -29264688.000000 Penalty: 6184.066406
	Iteration 19Q: 3 clusters Score -2.926469e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180451 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -29265932.000000 Penalty: 6184.066406
	Iteration 20F: 3 clusters Score -2.926593e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183183 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -29267140.000000 Penalty: 6184.066406
	Iteration 21Q: 3 clusters Score -2.926714e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185796 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -29268402.000000 Penalty: 6184.066406
	Iteration 22Q: 3 clusters Score -2.92684e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188396 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -29269342.000000 Penalty: 6184.066406
	Iteration 23Q: 3 clusters Score -2.926934e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -29270080.000000 Penalty: 6184.066406
	Iteration 24Q: 3 clusters Score -2.927008e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -29270900.000000 Penalty: 6184.066406
	Iteration 25Q: 3 clusters Score -2.92709e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195437 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -29271608.000000 Penalty: 6184.066406
	Iteration 26Q: 3 clusters Score -2.927161e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197723 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -29272286.000000 Penalty: 6184.066406
	Iteration 27Q: 3 clusters Score -2.927229e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199983 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -29272874.000000 Penalty: 6184.066406
	Iteration 28Q: 3 clusters Score -2.927287e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202255 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -29273750.000000 Penalty: 6184.066406
	Iteration 29Q: 3 clusters Score -2.927375e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204536 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -29274194.000000 Penalty: 6184.066406
	Iteration 30Q: 3 clusters Score -2.927419e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206823 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -29274676.000000 Penalty: 6184.066406
	Iteration 31Q: 3 clusters Score -2.927468e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209046 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -29275106.000000 Penalty: 6184.066406
	Iteration 32Q: 3 clusters Score -2.927511e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211225 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -29275424.000000 Penalty: 6184.066406
	Iteration 33Q: 3 clusters Score -2.927542e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213328 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -29275802.000000 Penalty: 6184.066406
	Iteration 34Q: 3 clusters Score -2.92758e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215371 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -29276222.000000 Penalty: 6184.066406
	Iteration 35Q: 3 clusters Score -2.927622e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217373 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -29276592.000000 Penalty: 6184.066406
	Iteration 36Q: 3 clusters Score -2.927659e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219345 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -29276884.000000 Penalty: 6184.066406
	Iteration 37Q: 3 clusters Score -2.927688e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221224 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -29277132.000000 Penalty: 6184.066406
	Iteration 38Q: 3 clusters Score -2.927713e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223003 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -29277058.000000 Penalty: 6184.066406
	Iteration 39Q: 3 clusters Score -2.927706e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224764 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -29276966.000000 Penalty: 6184.066406
	Iteration 40F: 3 clusters Score -2.927697e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226470 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -29276914.000000 Penalty: 6184.066406
	Iteration 41Q: 3 clusters Score -2.927691e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228060 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -29276724.000000 Penalty: 6184.066406
	Iteration 42Q: 3 clusters Score -2.927672e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229547 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -29276522.000000 Penalty: 6184.066406
	Iteration 43Q: 3 clusters Score -2.927652e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230947 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -29276202.000000 Penalty: 6184.066406
	Iteration 44Q: 3 clusters Score -2.92762e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232221 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -29275972.000000 Penalty: 6184.066406
	Iteration 45Q: 3 clusters Score -2.927597e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233446 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -29275790.000000 Penalty: 6184.066406
	Iteration 46Q: 3 clusters Score -2.927579e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234595 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -29275764.000000 Penalty: 6184.066406
	Iteration 47Q: 3 clusters Score -2.927576e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235713 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -29275486.000000 Penalty: 6184.066406
	Iteration 48Q: 3 clusters Score -2.927549e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236800 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -29275282.000000 Penalty: 6184.066406
	Iteration 49Q: 3 clusters Score -2.927528e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237847 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -29275162.000000 Penalty: 6184.066406
	Iteration 50Q: 3 clusters Score -2.927516e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238840 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -29275032.000000 Penalty: 6184.066406
	Iteration 51Q: 3 clusters Score -2.927503e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239804 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -29274880.000000 Penalty: 6184.066406
	Iteration 52Q: 3 clusters Score -2.927488e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240682 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -29274790.000000 Penalty: 6184.066406
	Iteration 53Q: 3 clusters Score -2.927479e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241551 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -29274592.000000 Penalty: 6184.066406
	Iteration 54Q: 3 clusters Score -2.927459e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242380 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -29274454.000000 Penalty: 6184.066406
	Iteration 55Q: 3 clusters Score -2.927445e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243189 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -29274208.000000 Penalty: 6184.066406
	Iteration 56Q: 3 clusters Score -2.927421e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243950 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -29274044.000000 Penalty: 6184.066406
	Iteration 57Q: 3 clusters Score -2.927404e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244667 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -29273944.000000 Penalty: 6184.066406
	Iteration 58Q: 3 clusters Score -2.927394e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245361 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -29273742.000000 Penalty: 6184.066406
	Iteration 59Q: 3 clusters Score -2.927374e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246068 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -29273490.000000 Penalty: 6184.066406
	Iteration 60F: 3 clusters Score -2.927349e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246704 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -29273326.000000 Penalty: 6184.066406
	Iteration 61Q: 3 clusters Score -2.927333e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247313 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -29273186.000000 Penalty: 6184.066406
	Iteration 62Q: 3 clusters Score -2.927319e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247895 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -29273090.000000 Penalty: 6184.066406
	Iteration 63Q: 3 clusters Score -2.927309e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248431 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -29273018.000000 Penalty: 6184.066406
	Iteration 64Q: 3 clusters Score -2.927302e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248966 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -29272850.000000 Penalty: 6184.066406
	Iteration 65Q: 3 clusters Score -2.927285e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249438 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -29272684.000000 Penalty: 6184.066406
	Iteration 66Q: 3 clusters Score -2.927268e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249910 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -29272572.000000 Penalty: 6184.066406
	Iteration 67Q: 3 clusters Score -2.927257e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250357 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -29272438.000000 Penalty: 6184.066406
	Iteration 68Q: 3 clusters Score -2.927244e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250837 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -29272280.000000 Penalty: 6184.066406
	Iteration 69Q: 3 clusters Score -2.927228e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251306 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -29272192.000000 Penalty: 6184.066406
	Iteration 70Q: 3 clusters Score -2.927219e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251761 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -29272088.000000 Penalty: 6184.066406
	Iteration 71Q: 3 clusters Score -2.927209e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252180 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -29272072.000000 Penalty: 6184.066406
	Iteration 72Q: 3 clusters Score -2.927207e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252580 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -29271966.000000 Penalty: 6184.066406
	Iteration 73Q: 3 clusters Score -2.927197e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252964 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -29271790.000000 Penalty: 6184.066406
	Iteration 74Q: 3 clusters Score -2.927179e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253314 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -29271638.000000 Penalty: 6184.066406
	Iteration 75Q: 3 clusters Score -2.927164e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253645 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -29271650.000000 Penalty: 6184.066406
	Iteration 76Q: 3 clusters Score -2.927165e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253975 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -29271532.000000 Penalty: 6184.066406
	Iteration 77Q: 3 clusters Score -2.927153e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254277 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -29271498.000000 Penalty: 6184.066406
	Iteration 78Q: 3 clusters Score -2.92715e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254578 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -29271436.000000 Penalty: 6184.066406
	Iteration 79Q: 3 clusters Score -2.927144e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254853 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -29271270.000000 Penalty: 6184.066406
	Iteration 80F: 3 clusters Score -2.927127e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255095 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -29271146.000000 Penalty: 6184.066406
	Iteration 81Q: 3 clusters Score -2.927115e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255334 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -29271042.000000 Penalty: 6184.066406
	Iteration 82Q: 3 clusters Score -2.927104e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255540 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -29271060.000000 Penalty: 6184.066406
	Iteration 83Q: 3 clusters Score -2.927106e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255745 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -29270990.000000 Penalty: 6184.066406
	Iteration 84Q: 3 clusters Score -2.927099e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255967 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -29270930.000000 Penalty: 6184.066406
	Iteration 85Q: 3 clusters Score -2.927093e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256159 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -29270900.000000 Penalty: 6184.066406
	Iteration 86Q: 3 clusters Score -2.92709e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256340 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -29270830.000000 Penalty: 6184.066406
	Iteration 87Q: 3 clusters Score -2.927083e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256518 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -29270798.000000 Penalty: 6184.066406
	Iteration 88Q: 3 clusters Score -2.92708e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256683 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -29270774.000000 Penalty: 6184.066406
	Iteration 89Q: 3 clusters Score -2.927077e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256843 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -29270746.000000 Penalty: 6184.066406
	Iteration 90Q: 3 clusters Score -2.927075e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256966 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -29270754.000000 Penalty: 6184.066406
	Iteration 91Q: 3 clusters Score -2.927075e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257098 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -29270710.000000 Penalty: 6184.066406
	Iteration 92Q: 3 clusters Score -2.927071e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257213 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -29270664.000000 Penalty: 6184.066406
	Iteration 93Q: 3 clusters Score -2.927066e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257329 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -29270646.000000 Penalty: 6184.066406
	Iteration 94Q: 3 clusters Score -2.927065e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257423 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -29270594.000000 Penalty: 6184.066406
	Iteration 95Q: 3 clusters Score -2.927059e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257511 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -29270542.000000 Penalty: 6184.066406
	Iteration 96Q: 3 clusters Score -2.927054e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257582 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -29270574.000000 Penalty: 6184.066406
	Iteration 97Q: 3 clusters Score -2.927057e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257645 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -29270512.000000 Penalty: 6184.066406
	Iteration 98Q: 3 clusters Score -2.927051e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257717 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -29270500.000000 Penalty: 6184.066406
	Iteration 99Q: 3 clusters Score -2.92705e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257773 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -29270500.000000 Penalty: 6184.066406
	Iteration 100F: 3 clusters Score -2.92705e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257826 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -29270508.000000 Penalty: 6184.066406
	Iteration 101Q: 3 clusters Score -2.927051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257881 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -29270482.000000 Penalty: 6184.066406
	Iteration 102Q: 3 clusters Score -2.927048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257923 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -29270514.000000 Penalty: 6184.066406
	Iteration 103Q: 3 clusters Score -2.927051e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257967 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -29270476.000000 Penalty: 6184.066406
	Iteration 104Q: 3 clusters Score -2.927048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258018 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -29270434.000000 Penalty: 6184.066406
	Iteration 105Q: 3 clusters Score -2.927043e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258071 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -29270422.000000 Penalty: 6184.066406
	Iteration 106Q: 3 clusters Score -2.927042e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258125 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -29270408.000000 Penalty: 6184.066406
	Iteration 107Q: 3 clusters Score -2.927041e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258175 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -29270410.000000 Penalty: 6184.066406
	Iteration 108Q: 3 clusters Score -2.927041e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258217 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -29270444.000000 Penalty: 6184.066406
	Iteration 109Q: 3 clusters Score -2.927044e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258259 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -29270430.000000 Penalty: 6184.066406
	Iteration 110Q: 3 clusters Score -2.927043e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258302 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -29270402.000000 Penalty: 6184.066406
	Iteration 111Q: 3 clusters Score -2.92704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258331 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -29270410.000000 Penalty: 6184.066406
	Iteration 112Q: 3 clusters Score -2.927041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258360 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -29270420.000000 Penalty: 6184.066406
	Iteration 113Q: 3 clusters Score -2.927042e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258395 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -29270436.000000 Penalty: 6184.066406
	Iteration 114Q: 3 clusters Score -2.927044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258429 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -29270412.000000 Penalty: 6184.066406
	Iteration 115Q: 3 clusters Score -2.927041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258454 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -29270406.000000 Penalty: 6184.066406
	Iteration 116Q: 3 clusters Score -2.927041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258479 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -29270374.000000 Penalty: 6184.066406
	Iteration 117Q: 3 clusters Score -2.927037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258492 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -29270380.000000 Penalty: 6184.066406
	Iteration 118Q: 3 clusters Score -2.927038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258505 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -29270388.000000 Penalty: 6184.066406
	Iteration 119Q: 3 clusters Score -2.927039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258515 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -29270384.000000 Penalty: 6184.066406
	Iteration 120F: 3 clusters Score -2.927038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258522 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -29270380.000000 Penalty: 6184.066406
	Iteration 121Q: 3 clusters Score -2.927038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258534 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -29270366.000000 Penalty: 6184.066406
	Iteration 122Q: 3 clusters Score -2.927037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258547 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -29270360.000000 Penalty: 6184.066406
	Iteration 123Q: 3 clusters Score -2.927036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258561 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -29270350.000000 Penalty: 6184.066406
	Iteration 124Q: 3 clusters Score -2.927035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258569 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -29270342.000000 Penalty: 6184.066406
	Iteration 125Q: 3 clusters Score -2.927034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258576 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -29270346.000000 Penalty: 6184.066406
	Iteration 126Q: 3 clusters Score -2.927035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258581 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -29270346.000000 Penalty: 6184.066406
	Iteration 127Q: 3 clusters Score -2.927035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258586 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -29270330.000000 Penalty: 6184.066406
	Iteration 128Q: 3 clusters Score -2.927033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258590 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -29270318.000000 Penalty: 6184.066406
	Iteration 129Q: 3 clusters Score -2.927032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258595 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -29270332.000000 Penalty: 6184.066406
	Iteration 130Q: 3 clusters Score -2.927033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258597 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -29270326.000000 Penalty: 6184.066406
	Iteration 131Q: 3 clusters Score -2.927033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258602 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -29270332.000000 Penalty: 6184.066406
	Iteration 132Q: 3 clusters Score -2.927033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258606 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -29270306.000000 Penalty: 6184.066406
	Iteration 133Q: 3 clusters Score -2.927031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258610 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -29270280.000000 Penalty: 6184.066406
	Iteration 134Q: 3 clusters Score -2.927028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258615 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -29270290.000000 Penalty: 6184.066406
	Iteration 135Q: 3 clusters Score -2.927029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258619 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -29270284.000000 Penalty: 6184.066406
	Iteration 136Q: 3 clusters Score -2.927028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258620 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -29270284.000000 Penalty: 6184.066406
	Iteration 137Q: 3 clusters Score -2.927028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258622 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -29270282.000000 Penalty: 6184.066406
	Iteration 138Q: 3 clusters Score -2.927028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258626 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -29270278.000000 Penalty: 6184.066406
	Iteration 139Q: 3 clusters Score -2.927028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258629 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -29270274.000000 Penalty: 6184.066406
	Iteration 140F: 3 clusters Score -2.927027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258632 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -29270286.000000 Penalty: 6184.066406
	Iteration 141Q: 3 clusters Score -2.927029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258634 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -29270274.000000 Penalty: 6184.066406
	Iteration 142Q: 3 clusters Score -2.927027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258635 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -29270284.000000 Penalty: 6184.066406
	Iteration 143Q: 3 clusters Score -2.927028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258635 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -29270284.000000 Penalty: 6184.066406
	Iteration 144F: 3 clusters Score -2.927028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Entering Unmasked Estep 
Score: -3452049.250000 Penalty: 2558.989746
	Iteration 0F: 2 clusters Score -3452049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3431304.750000 Penalty: 5117.979492
	Iteration 0F: 3 clusters Score -3431305 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3438676.250000 Penalty: 5117.979492
	Iteration 1F: 3 clusters Score -3438676 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3439122.500000 Penalty: 5117.979492
	Iteration 2Q: 3 clusters Score -3439122 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3439530.500000 Penalty: 5117.979492
	Iteration 3Q: 3 clusters Score -3439530 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3439871.250000 Penalty: 5117.979492
	Iteration 4Q: 3 clusters Score -3439871 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3440202.750000 Penalty: 5117.979492
	Iteration 5Q: 3 clusters Score -3440203 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3440560.250000 Penalty: 5117.979492
	Iteration 6Q: 3 clusters Score -3440560 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3440995.500000 Penalty: 5117.979492
	Iteration 7Q: 3 clusters Score -3440996 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3441567.750000 Penalty: 5117.979492
	Iteration 8Q: 3 clusters Score -3441568 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3442337.000000 Penalty: 5117.979492
	Iteration 9Q: 3 clusters Score -3442337 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3443222.750000 Penalty: 5117.979492
	Iteration 10Q: 3 clusters Score -3443223 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3444137.750000 Penalty: 5117.979492
	Iteration 11Q: 3 clusters Score -3444138 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3444990.250000 Penalty: 5117.979492
	Iteration 12Q: 3 clusters Score -3444990 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3445623.000000 Penalty: 5117.979492
	Iteration 13Q: 3 clusters Score -3445623 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3446046.000000 Penalty: 5117.979492
	Iteration 14Q: 3 clusters Score -3446046 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3446306.750000 Penalty: 5117.979492
	Iteration 15Q: 3 clusters Score -3446307 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3446478.250000 Penalty: 5117.979492
	Iteration 16Q: 3 clusters Score -3446478 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3446606.750000 Penalty: 5117.979492
	Iteration 17Q: 3 clusters Score -3446607 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3446729.000000 Penalty: 5117.979492
	Iteration 18Q: 3 clusters Score -3446729 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3446834.750000 Penalty: 5117.979492
	Iteration 19Q: 3 clusters Score -3446835 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3446947.000000 Penalty: 5117.979492
	Iteration 20F: 3 clusters Score -3446947 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3447038.500000 Penalty: 5117.979492
	Iteration 21Q: 3 clusters Score -3447038 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3447144.750000 Penalty: 5117.979492
	Iteration 22Q: 3 clusters Score -3447145 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3447244.750000 Penalty: 5117.979492
	Iteration 23Q: 3 clusters Score -3447245 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3447335.000000 Penalty: 5117.979492
	Iteration 24Q: 3 clusters Score -3447335 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3447432.000000 Penalty: 5117.979492
	Iteration 25Q: 3 clusters Score -3447432 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3447498.750000 Penalty: 5117.979492
	Iteration 26Q: 3 clusters Score -3447499 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3447564.000000 Penalty: 5117.979492
	Iteration 27Q: 3 clusters Score -3447564 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3447650.250000 Penalty: 5117.979492
	Iteration 28Q: 3 clusters Score -3447650 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3447719.250000 Penalty: 5117.979492
	Iteration 29Q: 3 clusters Score -3447719 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3447797.000000 Penalty: 5117.979492
	Iteration 30Q: 3 clusters Score -3447797 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3447875.250000 Penalty: 5117.979492
	Iteration 31Q: 3 clusters Score -3447875 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3447946.500000 Penalty: 5117.979492
	Iteration 32Q: 3 clusters Score -3447946 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3448019.250000 Penalty: 5117.979492
	Iteration 33Q: 3 clusters Score -3448019 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3448118.500000 Penalty: 5117.979492
	Iteration 34Q: 3 clusters Score -3448118 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3448211.000000 Penalty: 5117.979492
	Iteration 35Q: 3 clusters Score -3448211 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3448304.000000 Penalty: 5117.979492
	Iteration 36Q: 3 clusters Score -3448304 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3448379.250000 Penalty: 5117.979492
	Iteration 37Q: 3 clusters Score -3448379 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3448481.500000 Penalty: 5117.979492
	Iteration 38Q: 3 clusters Score -3448482 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3448579.250000 Penalty: 5117.979492
	Iteration 39Q: 3 clusters Score -3448579 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3448674.750000 Penalty: 5117.979492
	Iteration 40F: 3 clusters Score -3448675 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3448786.750000 Penalty: 5117.979492
	Iteration 41Q: 3 clusters Score -3448787 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3448887.750000 Penalty: 5117.979492
	Iteration 42Q: 3 clusters Score -3448888 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3448972.000000 Penalty: 5117.979492
	Iteration 43Q: 3 clusters Score -3448972 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3449051.750000 Penalty: 5117.979492
	Iteration 44Q: 3 clusters Score -3449052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3449151.500000 Penalty: 5117.979492
	Iteration 45Q: 3 clusters Score -3449152 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3449251.750000 Penalty: 5117.979492
	Iteration 46Q: 3 clusters Score -3449252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3449336.500000 Penalty: 5117.979492
	Iteration 47Q: 3 clusters Score -3449336 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3449410.500000 Penalty: 5117.979492
	Iteration 48Q: 3 clusters Score -3449410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3449470.250000 Penalty: 5117.979492
	Iteration 49Q: 3 clusters Score -3449470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3449526.750000 Penalty: 5117.979492
	Iteration 50Q: 3 clusters Score -3449527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3449567.250000 Penalty: 5117.979492
	Iteration 51Q: 3 clusters Score -3449567 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3449626.750000 Penalty: 5117.979492
	Iteration 52Q: 3 clusters Score -3449627 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3449659.000000 Penalty: 5117.979492
	Iteration 53Q: 3 clusters Score -3449659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3449694.750000 Penalty: 5117.979492
	Iteration 54Q: 3 clusters Score -3449695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3449727.000000 Penalty: 5117.979492
	Iteration 55Q: 3 clusters Score -3449727 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3449750.750000 Penalty: 5117.979492
	Iteration 56Q: 3 clusters Score -3449751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3449782.500000 Penalty: 5117.979492
	Iteration 57Q: 3 clusters Score -3449782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3449790.750000 Penalty: 5117.979492
	Iteration 58Q: 3 clusters Score -3449791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3449808.750000 Penalty: 5117.979492
	Iteration 59Q: 3 clusters Score -3449809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3449817.000000 Penalty: 5117.979492
	Iteration 60F: 3 clusters Score -3449817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3449831.250000 Penalty: 5117.979492
	Iteration 61Q: 3 clusters Score -3449831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3449842.250000 Penalty: 5117.979492
	Iteration 62Q: 3 clusters Score -3449842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3449844.000000 Penalty: 5117.979492
	Iteration 63Q: 3 clusters Score -3449844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3449858.750000 Penalty: 5117.979492
	Iteration 64Q: 3 clusters Score -3449859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3449862.250000 Penalty: 5117.979492
	Iteration 65Q: 3 clusters Score -3449862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3449870.250000 Penalty: 5117.979492
	Iteration 66Q: 3 clusters Score -3449870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3449871.750000 Penalty: 5117.979492
	Iteration 67Q: 3 clusters Score -3449872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3449873.750000 Penalty: 5117.979492
	Iteration 68Q: 3 clusters Score -3449874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3449876.250000 Penalty: 5117.979492
	Iteration 69Q: 3 clusters Score -3449876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3449881.750000 Penalty: 5117.979492
	Iteration 70Q: 3 clusters Score -3449882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3449884.500000 Penalty: 5117.979492
	Iteration 71Q: 3 clusters Score -3449884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3449886.250000 Penalty: 5117.979492
	Iteration 72Q: 3 clusters Score -3449886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3449890.250000 Penalty: 5117.979492
	Iteration 73Q: 3 clusters Score -3449890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3449892.000000 Penalty: 5117.979492
	Iteration 74Q: 3 clusters Score -3449892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3449891.750000 Penalty: 5117.979492
	Iteration 75Q: 3 clusters Score -3449892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3449891.750000 Penalty: 5117.979492
	Iteration 76Q: 3 clusters Score -3449892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3449895.000000 Penalty: 5117.979492
	Iteration 77Q: 3 clusters Score -3449895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3449895.500000 Penalty: 5117.979492
	Iteration 78Q: 3 clusters Score -3449896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3449893.500000 Penalty: 5117.979492
	Iteration 79Q: 3 clusters Score -3449894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3449896.000000 Penalty: 5117.979492
	Iteration 80F: 3 clusters Score -3449896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3449894.500000 Penalty: 5117.979492
	Iteration 81Q: 3 clusters Score -3449894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3449900.250000 Penalty: 5117.979492
	Iteration 82Q: 3 clusters Score -3449900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3449896.750000 Penalty: 5117.979492
	Iteration 83Q: 3 clusters Score -3449897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3449897.750000 Penalty: 5117.979492
	Iteration 84Q: 3 clusters Score -3449898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3449901.750000 Penalty: 5117.979492
	Iteration 85Q: 3 clusters Score -3449902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3449903.750000 Penalty: 5117.979492
	Iteration 86Q: 3 clusters Score -3449904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3449903.750000 Penalty: 5117.979492
	Iteration 87F: 3 clusters Score -3449904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Entering Unmasked Estep 
Score: -2262680.250000 Penalty: 2454.435303
	Iteration 0F: 2 clusters Score -2262680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2248658.250000 Penalty: 4908.870605
	Iteration 0F: 3 clusters Score -2248658 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2253210.500000 Penalty: 4908.870605
	Iteration 1F: 3 clusters Score -2253210 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2253635.500000 Penalty: 4908.870605
	Iteration 2F: 3 clusters Score -2253636 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2254018.000000 Penalty: 4908.870605
	Iteration 3Q: 3 clusters Score -2254018 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2254366.000000 Penalty: 4908.870605
	Iteration 4Q: 3 clusters Score -2254366 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2254668.000000 Penalty: 4908.870605
	Iteration 5Q: 3 clusters Score -2254668 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2255000.250000 Penalty: 4908.870605
	Iteration 6Q: 3 clusters Score -2255000 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2255341.500000 Penalty: 4908.870605
	Iteration 7Q: 3 clusters Score -2255342 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2255743.750000 Penalty: 4908.870605
	Iteration 8Q: 3 clusters Score -2255744 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2256222.500000 Penalty: 4908.870605
	Iteration 9Q: 3 clusters Score -2256222 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2256785.000000 Penalty: 4908.870605
	Iteration 10Q: 3 clusters Score -2256785 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2257469.750000 Penalty: 4908.870605
	Iteration 11Q: 3 clusters Score -2257470 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2258203.250000 Penalty: 4908.870605
	Iteration 12F: 3 clusters Score -2258203 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2258861.750000 Penalty: 4908.870605
	Iteration 13Q: 3 clusters Score -2258862 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2259414.750000 Penalty: 4908.870605
	Iteration 14Q: 3 clusters Score -2259415 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2259814.250000 Penalty: 4908.870605
	Iteration 15Q: 3 clusters Score -2259814 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2260143.250000 Penalty: 4908.870605
	Iteration 16Q: 3 clusters Score -2260143 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2260391.250000 Penalty: 4908.870605
	Iteration 17Q: 3 clusters Score -2260391 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2260546.750000 Penalty: 4908.870605
	Iteration 18Q: 3 clusters Score -2260547 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2260659.750000 Penalty: 4908.870605
	Iteration 19Q: 3 clusters Score -2260660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2260728.750000 Penalty: 4908.870605
	Iteration 20F: 3 clusters Score -2260729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2260791.500000 Penalty: 4908.870605
	Iteration 21Q: 3 clusters Score -2260792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2260836.250000 Penalty: 4908.870605
	Iteration 22Q: 3 clusters Score -2260836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2260874.000000 Penalty: 4908.870605
	Iteration 23Q: 3 clusters Score -2260874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2260905.000000 Penalty: 4908.870605
	Iteration 24Q: 3 clusters Score -2260905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2260928.500000 Penalty: 4908.870605
	Iteration 25Q: 3 clusters Score -2260928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2260935.000000 Penalty: 4908.870605
	Iteration 26Q: 3 clusters Score -2260935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2260943.750000 Penalty: 4908.870605
	Iteration 27Q: 3 clusters Score -2260944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2260954.000000 Penalty: 4908.870605
	Iteration 28Q: 3 clusters Score -2260954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2260960.250000 Penalty: 4908.870605
	Iteration 29Q: 3 clusters Score -2260960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2260965.500000 Penalty: 4908.870605
	Iteration 30Q: 3 clusters Score -2260966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2260971.250000 Penalty: 4908.870605
	Iteration 31Q: 3 clusters Score -2260971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2260969.000000 Penalty: 4908.870605
	Iteration 32Q: 3 clusters Score -2260969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2260971.500000 Penalty: 4908.870605
	Iteration 33Q: 3 clusters Score -2260972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2260975.250000 Penalty: 4908.870605
	Iteration 34Q: 3 clusters Score -2260975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2260978.750000 Penalty: 4908.870605
	Iteration 35Q: 3 clusters Score -2260979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2260983.500000 Penalty: 4908.870605
	Iteration 36Q: 3 clusters Score -2260984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2260986.500000 Penalty: 4908.870605
	Iteration 37Q: 3 clusters Score -2260986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2260983.500000 Penalty: 4908.870605
	Iteration 38Q: 3 clusters Score -2260984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2260983.750000 Penalty: 4908.870605
	Iteration 39Q: 3 clusters Score -2260984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2260985.500000 Penalty: 4908.870605
	Iteration 40F: 3 clusters Score -2260986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2260988.750000 Penalty: 4908.870605
	Iteration 41Q: 3 clusters Score -2260989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2260993.750000 Penalty: 4908.870605
	Iteration 42Q: 3 clusters Score -2260994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2260993.250000 Penalty: 4908.870605
	Iteration 43Q: 3 clusters Score -2260993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2260995.000000 Penalty: 4908.870605
	Iteration 44Q: 3 clusters Score -2260995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2260994.500000 Penalty: 4908.870605
	Iteration 45Q: 3 clusters Score -2260994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2260994.750000 Penalty: 4908.870605
	Iteration 46Q: 3 clusters Score -2260995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2260994.500000 Penalty: 4908.870605
	Iteration 47Q: 3 clusters Score -2260994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2260994.750000 Penalty: 4908.870605
	Iteration 48Q: 3 clusters Score -2260995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2260996.500000 Penalty: 4908.870605
	Iteration 49Q: 3 clusters Score -2260996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2260995.250000 Penalty: 4908.870605
	Iteration 50Q: 3 clusters Score -2260995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2260996.750000 Penalty: 4908.870605
	Iteration 51Q: 3 clusters Score -2260997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2260997.500000 Penalty: 4908.870605
	Iteration 52Q: 3 clusters Score -2260998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2260997.500000 Penalty: 4908.870605
	Iteration 53F: 3 clusters Score -2260998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Entering Unmasked Estep 
Score: -1036864.875000 Penalty: 2259.271973
	Iteration 0F: 2 clusters Score -1036865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1029736.562500 Penalty: 4518.543945
	Iteration 0F: 3 clusters Score -1029737 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1031701.250000 Penalty: 4518.543945
	Iteration 1F: 3 clusters Score -1031701 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1031937.312500 Penalty: 4518.543945
	Iteration 2F: 3 clusters Score -1031937 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1032129.000000 Penalty: 4518.543945
	Iteration 3Q: 3 clusters Score -1032129 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1032269.312500 Penalty: 4518.543945
	Iteration 4Q: 3 clusters Score -1032269 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1032388.312500 Penalty: 4518.543945
	Iteration 5Q: 3 clusters Score -1032388 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1032487.937500 Penalty: 4518.543945
	Iteration 6Q: 3 clusters Score -1032488 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1032600.875000 Penalty: 4518.543945
	Iteration 7Q: 3 clusters Score -1032601 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1032710.500000 Penalty: 4518.543945
	Iteration 8Q: 3 clusters Score -1032710 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1032869.250000 Penalty: 4518.543945
	Iteration 9Q: 3 clusters Score -1032869 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1033080.750000 Penalty: 4518.543945
	Iteration 10Q: 3 clusters Score -1033081 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1033329.312500 Penalty: 4518.543945
	Iteration 11Q: 3 clusters Score -1033329 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1033606.437500 Penalty: 4518.543945
	Iteration 12Q: 3 clusters Score -1033606 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1033879.875000 Penalty: 4518.543945
	Iteration 13Q: 3 clusters Score -1033880 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1034122.875000 Penalty: 4518.543945
	Iteration 14Q: 3 clusters Score -1034123 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1034350.937500 Penalty: 4518.543945
	Iteration 15Q: 3 clusters Score -1034351 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1034557.437500 Penalty: 4518.543945
	Iteration 16Q: 3 clusters Score -1034557 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1034698.312500 Penalty: 4518.543945
	Iteration 17Q: 3 clusters Score -1034698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1034799.437500 Penalty: 4518.543945
	Iteration 18Q: 3 clusters Score -1034799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1034854.250000 Penalty: 4518.543945
	Iteration 19Q: 3 clusters Score -1034854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1034895.187500 Penalty: 4518.543945
	Iteration 20F: 3 clusters Score -1034895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1034926.937500 Penalty: 4518.543945
	Iteration 21Q: 3 clusters Score -1034927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1034956.250000 Penalty: 4518.543945
	Iteration 22Q: 3 clusters Score -1034956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1034980.000000 Penalty: 4518.543945
	Iteration 23Q: 3 clusters Score -1034980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1035003.312500 Penalty: 4518.543945
	Iteration 24Q: 3 clusters Score -1035003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1035013.250000 Penalty: 4518.543945
	Iteration 25Q: 3 clusters Score -1035013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1035034.937500 Penalty: 4518.543945
	Iteration 26Q: 3 clusters Score -1035035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1035046.500000 Penalty: 4518.543945
	Iteration 27Q: 3 clusters Score -1035046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1035067.375000 Penalty: 4518.543945
	Iteration 28Q: 3 clusters Score -1035067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1035077.125000 Penalty: 4518.543945
	Iteration 29Q: 3 clusters Score -1035077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1035084.437500 Penalty: 4518.543945
	Iteration 30Q: 3 clusters Score -1035084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1035090.812500 Penalty: 4518.543945
	Iteration 31Q: 3 clusters Score -1035091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1035095.062500 Penalty: 4518.543945
	Iteration 32Q: 3 clusters Score -1035095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1035101.250000 Penalty: 4518.543945
	Iteration 33Q: 3 clusters Score -1035101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1035101.437500 Penalty: 4518.543945
	Iteration 34Q: 3 clusters Score -1035101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1035101.562500 Penalty: 4518.543945
	Iteration 35Q: 3 clusters Score -1035102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1035102.562500 Penalty: 4518.543945
	Iteration 36Q: 3 clusters Score -1035103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1035103.000000 Penalty: 4518.543945
	Iteration 37Q: 3 clusters Score -1035103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1035103.000000 Penalty: 4518.543945
	Iteration 38F: 3 clusters Score -1035103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (226287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226287 members 
Entering Unmasked Estep 
Score: -25335322.000000 Penalty: 3057.730713
	Iteration 0F: 2 clusters Score -2.533532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -25187520.000000 Penalty: 6115.461426
	Iteration 0F: 3 clusters Score -2.518752e+07 nChanged 109352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125422 members 
Mstep: Class 2 contains 100865 members 
Entering Unmasked Estep 
Score: -25252448.000000 Penalty: 6115.461426
	Iteration 1F: 3 clusters Score -2.525245e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133148 members 
Mstep: Class 2 contains 93139 members 
Entering Unmasked Estep 
Score: -25255564.000000 Penalty: 6115.461426
	Iteration 2Q: 3 clusters Score -2.525556e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144842 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -25261692.000000 Penalty: 6115.461426
	Iteration 3F: 3 clusters Score -2.526169e+07 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161492 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -25272594.000000 Penalty: 6115.461426
	Iteration 4F: 3 clusters Score -2.527259e+07 nChanged 21411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182839 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -25291134.000000 Penalty: 6115.461426
	Iteration 5F: 3 clusters Score -2.529113e+07 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204196 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -25312796.000000 Penalty: 6115.461426
	Iteration 6F: 3 clusters Score -2.53128e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218359 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -25327122.000000 Penalty: 6115.461426
	Iteration 7F: 3 clusters Score -2.532712e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224008 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -25331502.000000 Penalty: 6115.461426
	Iteration 8Q: 3 clusters Score -2.53315e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225469 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -25332326.000000 Penalty: 6115.461426
	Iteration 9Q: 3 clusters Score -2.533233e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225779 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -25332660.000000 Penalty: 6115.461426
	Iteration 10Q: 3 clusters Score -2.533266e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225867 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -25332798.000000 Penalty: 6115.461426
	Iteration 11Q: 3 clusters Score -2.53328e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225914 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -25332898.000000 Penalty: 6115.461426
	Iteration 12Q: 3 clusters Score -2.53329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225929 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -25332912.000000 Penalty: 6115.461426
	Iteration 13Q: 3 clusters Score -2.533291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225942 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25332928.000000 Penalty: 6115.461426
	Iteration 14Q: 3 clusters Score -2.533293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225943 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -25332928.000000 Penalty: 6115.461426
	Iteration 15Q: 3 clusters Score -2.533293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225945 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -25332938.000000 Penalty: 6115.461426
	Iteration 16Q: 3 clusters Score -2.533294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225944 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -25332938.000000 Penalty: 6115.461426
	Iteration 17Q: 3 clusters Score -2.533294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225941 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -25332968.000000 Penalty: 6115.461426
	Iteration 18Q: 3 clusters Score -2.533297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225945 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -25332962.000000 Penalty: 6115.461426
	Iteration 19Q: 3 clusters Score -2.533296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225948 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25332972.000000 Penalty: 6115.461426
	Iteration 20F: 3 clusters Score -2.533297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225949 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -25332984.000000 Penalty: 6115.461426
	Iteration 21Q: 3 clusters Score -2.533298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25332980.000000 Penalty: 6115.461426
	Iteration 22Q: 3 clusters Score -2.533298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25332978.000000 Penalty: 6115.461426
	Iteration 23Q: 3 clusters Score -2.533298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225952 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25332980.000000 Penalty: 6115.461426
	Iteration 24Q: 3 clusters Score -2.533298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25332974.000000 Penalty: 6115.461426
	Iteration 25Q: 3 clusters Score -2.533297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225951 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25332972.000000 Penalty: 6115.461426
	Iteration 26Q: 3 clusters Score -2.533297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225952 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25332982.000000 Penalty: 6115.461426
	Iteration 27Q: 3 clusters Score -2.533298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225951 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25332982.000000 Penalty: 6115.461426
	Iteration 28Q: 3 clusters Score -2.533298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225951 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25332982.000000 Penalty: 6115.461426
	Iteration 29F: 3 clusters Score -2.533298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86913.078125 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86913.08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87286.132812 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87286.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87587.429688 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87587.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87966.781250 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -87966.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88241.929688 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -88241.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -88345.640625 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -88345.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -88410.875000 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -88410.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -88440.296875 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -88440.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -88459.203125 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -88459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -88483.187500 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88483.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -88491.296875 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -88506.203125 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -88516.265625 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88516.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -88536.789062 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -88536.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -88560.664062 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -88560.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -88587.320312 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -88587.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -88599.718750 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -88599.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -88607.960938 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -88607.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -88626.632812 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -88626.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -88645.148438 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -88645.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -88660.750000 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -88660.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -88686.562500 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -88686.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -88689.750000 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -88689.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -88689.750000 Penalty: 3342.123535
	Iteration 23F: 3 clusters Score -88689.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Entering Unmasked Estep 
Score: -6352984.500000 Penalty: 2711.857422
	Iteration 0F: 2 clusters Score -6352984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -6315242.000000 Penalty: 5423.714844
	Iteration 0F: 3 clusters Score -6315242 nChanged 25963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -6329810.500000 Penalty: 5423.714844
	Iteration 1F: 3 clusters Score -6329810 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -6330487.000000 Penalty: 5423.714844
	Iteration 2Q: 3 clusters Score -6330487 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -6331455.500000 Penalty: 5423.714844
	Iteration 3Q: 3 clusters Score -6331456 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -6332990.500000 Penalty: 5423.714844
	Iteration 4F: 3 clusters Score -6332990 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -6335590.500000 Penalty: 5423.714844
	Iteration 5F: 3 clusters Score -6335590 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -6339517.500000 Penalty: 5423.714844
	Iteration 6F: 3 clusters Score -6339518 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -6343897.000000 Penalty: 5423.714844
	Iteration 7F: 3 clusters Score -6343897 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6347533.000000 Penalty: 5423.714844
	Iteration 8F: 3 clusters Score -6347533 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -6349469.500000 Penalty: 5423.714844
	Iteration 9Q: 3 clusters Score -6349470 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -6350226.000000 Penalty: 5423.714844
	Iteration 10Q: 3 clusters Score -6350226 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -6350477.000000 Penalty: 5423.714844
	Iteration 11Q: 3 clusters Score -6350477 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -6350584.500000 Penalty: 5423.714844
	Iteration 12Q: 3 clusters Score -6350584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -6350650.500000 Penalty: 5423.714844
	Iteration 13Q: 3 clusters Score -6350650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -6350680.000000 Penalty: 5423.714844
	Iteration 14Q: 3 clusters Score -6350680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -6350710.500000 Penalty: 5423.714844
	Iteration 15Q: 3 clusters Score -6350710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -6350740.000000 Penalty: 5423.714844
	Iteration 16Q: 3 clusters Score -6350740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -6350744.000000 Penalty: 5423.714844
	Iteration 17Q: 3 clusters Score -6350744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -6350766.500000 Penalty: 5423.714844
	Iteration 18Q: 3 clusters Score -6350766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -6350770.500000 Penalty: 5423.714844
	Iteration 19Q: 3 clusters Score -6350770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -6350770.500000 Penalty: 5423.714844
	Iteration 20F: 3 clusters Score -6350770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -6350775.500000 Penalty: 5423.714844
	Iteration 21Q: 3 clusters Score -6350776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -6350775.000000 Penalty: 5423.714844
	Iteration 22Q: 3 clusters Score -6350775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -6350775.000000 Penalty: 5423.714844
	Iteration 23Q: 3 clusters Score -6350775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -6350775.000000 Penalty: 5423.714844
	Iteration 24F: 3 clusters Score -6350775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -106200.437500 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -106200.4 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 501 members 
Entering Unmasked Estep 
Score: -104219.257812 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -104219.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104480.460938 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -104480.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104565.953125 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -104566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104615.375000 Penalty: 3440.426025
	Iteration 3Q: 3 clusters Score -104615.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104645.148438 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -104645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104663.375000 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -104663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104673.250000 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -104673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104673.835938 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -104673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104676.664062 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -104676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104678.578125 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -104678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104678.875000 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -104678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104678.875000 Penalty: 3440.426025
	Iteration 11F: 3 clusters Score -104678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Entering Unmasked Estep 
Score: -2049529.875000 Penalty: 2431.802246
	Iteration 0F: 2 clusters Score -2049530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2036710.125000 Penalty: 4863.604492
	Iteration 0F: 3 clusters Score -2036710 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2040849.375000 Penalty: 4863.604492
	Iteration 1F: 3 clusters Score -2040849 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2041290.625000 Penalty: 4863.604492
	Iteration 2F: 3 clusters Score -2041291 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2041734.625000 Penalty: 4863.604492
	Iteration 3Q: 3 clusters Score -2041735 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2042273.375000 Penalty: 4863.604492
	Iteration 4Q: 3 clusters Score -2042273 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2042874.500000 Penalty: 4863.604492
	Iteration 5F: 3 clusters Score -2042874 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2043578.500000 Penalty: 4863.604492
	Iteration 6F: 3 clusters Score -2043578 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2044399.250000 Penalty: 4863.604492
	Iteration 7F: 3 clusters Score -2044399 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2045332.500000 Penalty: 4863.604492
	Iteration 8F: 3 clusters Score -2045332 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2046145.875000 Penalty: 4863.604492
	Iteration 9F: 3 clusters Score -2046146 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2046752.000000 Penalty: 4863.604492
	Iteration 10Q: 3 clusters Score -2046752 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2047126.375000 Penalty: 4863.604492
	Iteration 11Q: 3 clusters Score -2047126 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2047342.625000 Penalty: 4863.604492
	Iteration 12Q: 3 clusters Score -2047343 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2047470.625000 Penalty: 4863.604492
	Iteration 13Q: 3 clusters Score -2047471 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2047581.250000 Penalty: 4863.604492
	Iteration 14Q: 3 clusters Score -2047581 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2047662.000000 Penalty: 4863.604492
	Iteration 15Q: 3 clusters Score -2047662 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2047712.125000 Penalty: 4863.604492
	Iteration 16Q: 3 clusters Score -2047712 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2047760.250000 Penalty: 4863.604492
	Iteration 17Q: 3 clusters Score -2047760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2047809.375000 Penalty: 4863.604492
	Iteration 18Q: 3 clusters Score -2047809 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2047852.125000 Penalty: 4863.604492
	Iteration 19Q: 3 clusters Score -2047852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2047879.000000 Penalty: 4863.604492
	Iteration 20F: 3 clusters Score -2047879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2047903.500000 Penalty: 4863.604492
	Iteration 21Q: 3 clusters Score -2047904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2047931.500000 Penalty: 4863.604492
	Iteration 22Q: 3 clusters Score -2047932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2047966.125000 Penalty: 4863.604492
	Iteration 23Q: 3 clusters Score -2047966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2047995.500000 Penalty: 4863.604492
	Iteration 24Q: 3 clusters Score -2047996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2048020.875000 Penalty: 4863.604492
	Iteration 25Q: 3 clusters Score -2048021 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2048056.000000 Penalty: 4863.604492
	Iteration 26Q: 3 clusters Score -2048056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2048080.125000 Penalty: 4863.604492
	Iteration 27Q: 3 clusters Score -2048080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2048100.500000 Penalty: 4863.604492
	Iteration 28Q: 3 clusters Score -2048100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2048121.125000 Penalty: 4863.604492
	Iteration 29Q: 3 clusters Score -2048121 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2048149.125000 Penalty: 4863.604492
	Iteration 30Q: 3 clusters Score -2048149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2048172.125000 Penalty: 4863.604492
	Iteration 31Q: 3 clusters Score -2048172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2048179.250000 Penalty: 4863.604492
	Iteration 32Q: 3 clusters Score -2048179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2048189.375000 Penalty: 4863.604492
	Iteration 33Q: 3 clusters Score -2048189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2048195.500000 Penalty: 4863.604492
	Iteration 34Q: 3 clusters Score -2048196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2048198.375000 Penalty: 4863.604492
	Iteration 35Q: 3 clusters Score -2048198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2048201.375000 Penalty: 4863.604492
	Iteration 36Q: 3 clusters Score -2048201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2048207.375000 Penalty: 4863.604492
	Iteration 37Q: 3 clusters Score -2048207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2048211.000000 Penalty: 4863.604492
	Iteration 38Q: 3 clusters Score -2048211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2048214.500000 Penalty: 4863.604492
	Iteration 39Q: 3 clusters Score -2048214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2048221.125000 Penalty: 4863.604492
	Iteration 40F: 3 clusters Score -2048221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2048218.625000 Penalty: 4863.604492
	Iteration 41Q: 3 clusters Score -2048219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2048223.625000 Penalty: 4863.604492
	Iteration 42Q: 3 clusters Score -2048224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2048220.875000 Penalty: 4863.604492
	Iteration 43Q: 3 clusters Score -2048221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2048225.875000 Penalty: 4863.604492
	Iteration 44Q: 3 clusters Score -2048226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2048229.875000 Penalty: 4863.604492
	Iteration 45Q: 3 clusters Score -2048230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2048235.125000 Penalty: 4863.604492
	Iteration 46Q: 3 clusters Score -2048235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2048232.875000 Penalty: 4863.604492
	Iteration 47Q: 3 clusters Score -2048233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2048235.375000 Penalty: 4863.604492
	Iteration 48Q: 3 clusters Score -2048235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2048240.875000 Penalty: 4863.604492
	Iteration 49Q: 3 clusters Score -2048241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2048244.000000 Penalty: 4863.604492
	Iteration 50Q: 3 clusters Score -2048244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2048241.250000 Penalty: 4863.604492
	Iteration 51Q: 3 clusters Score -2048241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2048242.000000 Penalty: 4863.604492
	Iteration 52Q: 3 clusters Score -2048242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2048245.125000 Penalty: 4863.604492
	Iteration 53Q: 3 clusters Score -2048245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2048249.500000 Penalty: 4863.604492
	Iteration 54Q: 3 clusters Score -2048250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2048248.250000 Penalty: 4863.604492
	Iteration 55Q: 3 clusters Score -2048248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2048245.750000 Penalty: 4863.604492
	Iteration 56Q: 3 clusters Score -2048246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2048251.625000 Penalty: 4863.604492
	Iteration 57Q: 3 clusters Score -2048252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2048253.500000 Penalty: 4863.604492
	Iteration 58Q: 3 clusters Score -2048254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2048259.875000 Penalty: 4863.604492
	Iteration 59Q: 3 clusters Score -2048260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2048259.875000 Penalty: 4863.604492
	Iteration 60F: 3 clusters Score -2048260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2048268.625000 Penalty: 4863.604492
	Iteration 61Q: 3 clusters Score -2048269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2048270.875000 Penalty: 4863.604492
	Iteration 62Q: 3 clusters Score -2048271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2048269.250000 Penalty: 4863.604492
	Iteration 63Q: 3 clusters Score -2048269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2048275.750000 Penalty: 4863.604492
	Iteration 64Q: 3 clusters Score -2048276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2048275.500000 Penalty: 4863.604492
	Iteration 65Q: 3 clusters Score -2048276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2048280.625000 Penalty: 4863.604492
	Iteration 66Q: 3 clusters Score -2048281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2048279.250000 Penalty: 4863.604492
	Iteration 67Q: 3 clusters Score -2048279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2048277.625000 Penalty: 4863.604492
	Iteration 68Q: 3 clusters Score -2048278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2048277.625000 Penalty: 4863.604492
	Iteration 69F: 3 clusters Score -2048278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -212624.625000 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -212624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -209994.171875 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -209994.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210481.968750 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -210482 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210626.750000 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -210626.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210702.390625 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -210702.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210746.890625 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -210746.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -210779.500000 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -210779.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -210798.968750 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -210799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210812.562500 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -210812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -210823.375000 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -210823.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -210830.625000 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -210830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210833.500000 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -210833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -210839.515625 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -210839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210842.890625 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -210842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210845.984375 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -210846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210850.937500 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -210850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210853.984375 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -210854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210857.421875 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -210857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210860.125000 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -210860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210861.015625 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -210861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -210863.234375 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -210863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -210868.609375 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -210868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210873.843750 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -210873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210875.312500 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -210875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210878.312500 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -210878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210879.984375 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -210880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210882.125000 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -210882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210884.250000 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -210884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -210886.031250 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -210886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210888.828125 Penalty: 3757.744385
	Iteration 28Q: 3 clusters Score -210888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210890.250000 Penalty: 3757.744385
	Iteration 29Q: 3 clusters Score -210890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210891.468750 Penalty: 3757.744385
	Iteration 30Q: 3 clusters Score -210891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210891.468750 Penalty: 3757.744385
	Iteration 31F: 3 clusters Score -210891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -1794294.250000 Penalty: 2409.152100
	Iteration 0F: 2 clusters Score -1794294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1782372.750000 Penalty: 4818.304199
	Iteration 0F: 3 clusters Score -1782373 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1786209.375000 Penalty: 4818.304199
	Iteration 1F: 3 clusters Score -1786209 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1786561.000000 Penalty: 4818.304199
	Iteration 2F: 3 clusters Score -1786561 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1786845.750000 Penalty: 4818.304199
	Iteration 3Q: 3 clusters Score -1786846 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1787144.250000 Penalty: 4818.304199
	Iteration 4Q: 3 clusters Score -1787144 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1787440.625000 Penalty: 4818.304199
	Iteration 5Q: 3 clusters Score -1787441 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1787777.375000 Penalty: 4818.304199
	Iteration 6Q: 3 clusters Score -1787777 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1788176.375000 Penalty: 4818.304199
	Iteration 7Q: 3 clusters Score -1788176 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1788667.500000 Penalty: 4818.304199
	Iteration 8Q: 3 clusters Score -1788668 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1789292.750000 Penalty: 4818.304199
	Iteration 9F: 3 clusters Score -1789293 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1790028.000000 Penalty: 4818.304199
	Iteration 10F: 3 clusters Score -1790028 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1790713.375000 Penalty: 4818.304199
	Iteration 11F: 3 clusters Score -1790713 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1791157.750000 Penalty: 4818.304199
	Iteration 12Q: 3 clusters Score -1791158 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1791428.750000 Penalty: 4818.304199
	Iteration 13Q: 3 clusters Score -1791429 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1791640.000000 Penalty: 4818.304199
	Iteration 14Q: 3 clusters Score -1791640 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1791779.625000 Penalty: 4818.304199
	Iteration 15Q: 3 clusters Score -1791780 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1791884.625000 Penalty: 4818.304199
	Iteration 16Q: 3 clusters Score -1791885 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1791949.250000 Penalty: 4818.304199
	Iteration 17Q: 3 clusters Score -1791949 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1791983.750000 Penalty: 4818.304199
	Iteration 18Q: 3 clusters Score -1791984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1792016.000000 Penalty: 4818.304199
	Iteration 19Q: 3 clusters Score -1792016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1792041.875000 Penalty: 4818.304199
	Iteration 20F: 3 clusters Score -1792042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1792069.375000 Penalty: 4818.304199
	Iteration 21Q: 3 clusters Score -1792069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1792088.000000 Penalty: 4818.304199
	Iteration 22Q: 3 clusters Score -1792088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1792098.125000 Penalty: 4818.304199
	Iteration 23Q: 3 clusters Score -1792098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1792113.250000 Penalty: 4818.304199
	Iteration 24Q: 3 clusters Score -1792113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1792122.250000 Penalty: 4818.304199
	Iteration 25Q: 3 clusters Score -1792122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1792124.750000 Penalty: 4818.304199
	Iteration 26Q: 3 clusters Score -1792125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1792127.625000 Penalty: 4818.304199
	Iteration 27Q: 3 clusters Score -1792128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1792132.125000 Penalty: 4818.304199
	Iteration 28Q: 3 clusters Score -1792132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1792130.625000 Penalty: 4818.304199
	Iteration 29Q: 3 clusters Score -1792131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1792137.125000 Penalty: 4818.304199
	Iteration 30Q: 3 clusters Score -1792137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1792136.250000 Penalty: 4818.304199
	Iteration 31Q: 3 clusters Score -1792136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1792139.250000 Penalty: 4818.304199
	Iteration 32Q: 3 clusters Score -1792139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1792144.375000 Penalty: 4818.304199
	Iteration 33Q: 3 clusters Score -1792144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1792153.625000 Penalty: 4818.304199
	Iteration 34Q: 3 clusters Score -1792154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1792158.125000 Penalty: 4818.304199
	Iteration 35Q: 3 clusters Score -1792158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1792160.125000 Penalty: 4818.304199
	Iteration 36Q: 3 clusters Score -1792160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1792160.750000 Penalty: 4818.304199
	Iteration 37Q: 3 clusters Score -1792161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1792162.250000 Penalty: 4818.304199
	Iteration 38Q: 3 clusters Score -1792162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1792170.375000 Penalty: 4818.304199
	Iteration 39Q: 3 clusters Score -1792170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1792167.000000 Penalty: 4818.304199
	Iteration 40F: 3 clusters Score -1792167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1792174.625000 Penalty: 4818.304199
	Iteration 41Q: 3 clusters Score -1792175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1792172.875000 Penalty: 4818.304199
	Iteration 42Q: 3 clusters Score -1792173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1792176.750000 Penalty: 4818.304199
	Iteration 43Q: 3 clusters Score -1792177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1792174.250000 Penalty: 4818.304199
	Iteration 44Q: 3 clusters Score -1792174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1792177.375000 Penalty: 4818.304199
	Iteration 45Q: 3 clusters Score -1792177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1792176.875000 Penalty: 4818.304199
	Iteration 46Q: 3 clusters Score -1792177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1792174.500000 Penalty: 4818.304199
	Iteration 47Q: 3 clusters Score -1792174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1792180.000000 Penalty: 4818.304199
	Iteration 48Q: 3 clusters Score -1792180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1792179.625000 Penalty: 4818.304199
	Iteration 49Q: 3 clusters Score -1792180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1792177.375000 Penalty: 4818.304199
	Iteration 50Q: 3 clusters Score -1792177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1792176.250000 Penalty: 4818.304199
	Iteration 51Q: 3 clusters Score -1792176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1792181.500000 Penalty: 4818.304199
	Iteration 52Q: 3 clusters Score -1792182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1792181.125000 Penalty: 4818.304199
	Iteration 53Q: 3 clusters Score -1792181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1792182.750000 Penalty: 4818.304199
	Iteration 54Q: 3 clusters Score -1792183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1792181.750000 Penalty: 4818.304199
	Iteration 55Q: 3 clusters Score -1792182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1792181.375000 Penalty: 4818.304199
	Iteration 56Q: 3 clusters Score -1792181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1792179.125000 Penalty: 4818.304199
	Iteration 57Q: 3 clusters Score -1792179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1792181.125000 Penalty: 4818.304199
	Iteration 58Q: 3 clusters Score -1792181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1792181.375000 Penalty: 4818.304199
	Iteration 59Q: 3 clusters Score -1792181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1792183.000000 Penalty: 4818.304199
	Iteration 60F: 3 clusters Score -1792183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1792182.750000 Penalty: 4818.304199
	Iteration 61Q: 3 clusters Score -1792183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1792182.375000 Penalty: 4818.304199
	Iteration 62Q: 3 clusters Score -1792182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1792182.250000 Penalty: 4818.304199
	Iteration 63Q: 3 clusters Score -1792182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1792182.625000 Penalty: 4818.304199
	Iteration 64Q: 3 clusters Score -1792183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1792184.000000 Penalty: 4818.304199
	Iteration 65Q: 3 clusters Score -1792184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1792184.000000 Penalty: 4818.304199
	Iteration 66Q: 3 clusters Score -1792184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1792182.750000 Penalty: 4818.304199
	Iteration 67Q: 3 clusters Score -1792183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1792185.000000 Penalty: 4818.304199
	Iteration 68Q: 3 clusters Score -1792185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1792183.625000 Penalty: 4818.304199
	Iteration 69Q: 3 clusters Score -1792184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1792184.250000 Penalty: 4818.304199
	Iteration 70Q: 3 clusters Score -1792184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1792184.250000 Penalty: 4818.304199
	Iteration 71F: 3 clusters Score -1792184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Entering Unmasked Estep 
Score: -1056947.125000 Penalty: 2267.629150
	Iteration 0F: 2 clusters Score -1056947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1049688.375000 Penalty: 4535.258301
	Iteration 0F: 3 clusters Score -1049688 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1051748.625000 Penalty: 4535.258301
	Iteration 1F: 3 clusters Score -1051749 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1052093.875000 Penalty: 4535.258301
	Iteration 2F: 3 clusters Score -1052094 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1052430.750000 Penalty: 4535.258301
	Iteration 3F: 3 clusters Score -1052431 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1052813.125000 Penalty: 4535.258301
	Iteration 4F: 3 clusters Score -1052813 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1053236.000000 Penalty: 4535.258301
	Iteration 5F: 3 clusters Score -1053236 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1053723.000000 Penalty: 4535.258301
	Iteration 6F: 3 clusters Score -1053723 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1054242.750000 Penalty: 4535.258301
	Iteration 7F: 3 clusters Score -1054243 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1054723.750000 Penalty: 4535.258301
	Iteration 8F: 3 clusters Score -1054724 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1055100.750000 Penalty: 4535.258301
	Iteration 9Q: 3 clusters Score -1055101 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1055348.000000 Penalty: 4535.258301
	Iteration 10Q: 3 clusters Score -1055348 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1055531.750000 Penalty: 4535.258301
	Iteration 11Q: 3 clusters Score -1055532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1055647.250000 Penalty: 4535.258301
	Iteration 12Q: 3 clusters Score -1055647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1055708.750000 Penalty: 4535.258301
	Iteration 13Q: 3 clusters Score -1055709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1055738.125000 Penalty: 4535.258301
	Iteration 14Q: 3 clusters Score -1055738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1055754.750000 Penalty: 4535.258301
	Iteration 15Q: 3 clusters Score -1055755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1055773.625000 Penalty: 4535.258301
	Iteration 16Q: 3 clusters Score -1055774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1055785.000000 Penalty: 4535.258301
	Iteration 17Q: 3 clusters Score -1055785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1055798.500000 Penalty: 4535.258301
	Iteration 18Q: 3 clusters Score -1055798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1055809.625000 Penalty: 4535.258301
	Iteration 19Q: 3 clusters Score -1055810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1055818.875000 Penalty: 4535.258301
	Iteration 20F: 3 clusters Score -1055819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1055820.125000 Penalty: 4535.258301
	Iteration 21Q: 3 clusters Score -1055820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1055822.750000 Penalty: 4535.258301
	Iteration 22Q: 3 clusters Score -1055823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1055826.000000 Penalty: 4535.258301
	Iteration 23Q: 3 clusters Score -1055826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1055830.625000 Penalty: 4535.258301
	Iteration 24Q: 3 clusters Score -1055831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1055837.875000 Penalty: 4535.258301
	Iteration 25Q: 3 clusters Score -1055838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1055838.500000 Penalty: 4535.258301
	Iteration 26Q: 3 clusters Score -1055838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1055838.500000 Penalty: 4535.258301
	Iteration 27F: 3 clusters Score -1055838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Entering Unmasked Estep 
Score: -3541548.250000 Penalty: 2565.439209
	Iteration 0F: 2 clusters Score -3541548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3520419.250000 Penalty: 5130.878418
	Iteration 0F: 3 clusters Score -3520419 nChanged 13824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3528085.000000 Penalty: 5130.878418
	Iteration 1F: 3 clusters Score -3528085 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3528843.500000 Penalty: 5130.878418
	Iteration 2F: 3 clusters Score -3528844 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3529858.250000 Penalty: 5130.878418
	Iteration 3F: 3 clusters Score -3529858 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3531342.750000 Penalty: 5130.878418
	Iteration 4F: 3 clusters Score -3531343 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3533463.500000 Penalty: 5130.878418
	Iteration 5F: 3 clusters Score -3533464 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3535957.250000 Penalty: 5130.878418
	Iteration 6F: 3 clusters Score -3535957 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3537856.500000 Penalty: 5130.878418
	Iteration 7F: 3 clusters Score -3537856 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3538894.500000 Penalty: 5130.878418
	Iteration 8Q: 3 clusters Score -3538894 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3539307.000000 Penalty: 5130.878418
	Iteration 9Q: 3 clusters Score -3539307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3539465.000000 Penalty: 5130.878418
	Iteration 10Q: 3 clusters Score -3539465 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3539552.500000 Penalty: 5130.878418
	Iteration 11Q: 3 clusters Score -3539552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3539612.000000 Penalty: 5130.878418
	Iteration 12Q: 3 clusters Score -3539612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3539647.250000 Penalty: 5130.878418
	Iteration 13Q: 3 clusters Score -3539647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3539662.750000 Penalty: 5130.878418
	Iteration 14Q: 3 clusters Score -3539663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3539672.000000 Penalty: 5130.878418
	Iteration 15Q: 3 clusters Score -3539672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3539679.500000 Penalty: 5130.878418
	Iteration 16Q: 3 clusters Score -3539680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3539681.000000 Penalty: 5130.878418
	Iteration 17Q: 3 clusters Score -3539681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3539689.500000 Penalty: 5130.878418
	Iteration 18Q: 3 clusters Score -3539690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3539689.250000 Penalty: 5130.878418
	Iteration 19Q: 3 clusters Score -3539689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3539690.000000 Penalty: 5130.878418
	Iteration 20F: 3 clusters Score -3539690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3539692.750000 Penalty: 5130.878418
	Iteration 21Q: 3 clusters Score -3539693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3539696.750000 Penalty: 5130.878418
	Iteration 22Q: 3 clusters Score -3539697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3539697.250000 Penalty: 5130.878418
	Iteration 23Q: 3 clusters Score -3539697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3539700.750000 Penalty: 5130.878418
	Iteration 24Q: 3 clusters Score -3539701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3539700.750000 Penalty: 5130.878418
	Iteration 25F: 3 clusters Score -3539701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Entering Unmasked Estep 
Score: -4411109.500000 Penalty: 2625.103271
	Iteration 0F: 2 clusters Score -4411110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4384353.000000 Penalty: 5250.206543
	Iteration 0F: 3 clusters Score -4384353 nChanged 18058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4394084.500000 Penalty: 5250.206543
	Iteration 1F: 3 clusters Score -4394084 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4394467.500000 Penalty: 5250.206543
	Iteration 2Q: 3 clusters Score -4394468 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4394769.500000 Penalty: 5250.206543
	Iteration 3Q: 3 clusters Score -4394770 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4395087.000000 Penalty: 5250.206543
	Iteration 4Q: 3 clusters Score -4395087 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4395381.500000 Penalty: 5250.206543
	Iteration 5Q: 3 clusters Score -4395382 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4395768.500000 Penalty: 5250.206543
	Iteration 6Q: 3 clusters Score -4395768 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4396352.500000 Penalty: 5250.206543
	Iteration 7Q: 3 clusters Score -4396352 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4397266.500000 Penalty: 5250.206543
	Iteration 8Q: 3 clusters Score -4397266 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -4398593.000000 Penalty: 5250.206543
	Iteration 9F: 3 clusters Score -4398593 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4400467.500000 Penalty: 5250.206543
	Iteration 10F: 3 clusters Score -4400468 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4402669.000000 Penalty: 5250.206543
	Iteration 11F: 3 clusters Score -4402669 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4404817.500000 Penalty: 5250.206543
	Iteration 12F: 3 clusters Score -4404818 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4406588.500000 Penalty: 5250.206543
	Iteration 13Q: 3 clusters Score -4406588 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4407670.000000 Penalty: 5250.206543
	Iteration 14Q: 3 clusters Score -4407670 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4408216.000000 Penalty: 5250.206543
	Iteration 15Q: 3 clusters Score -4408216 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4408476.500000 Penalty: 5250.206543
	Iteration 16Q: 3 clusters Score -4408476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4408603.000000 Penalty: 5250.206543
	Iteration 17Q: 3 clusters Score -4408603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4408662.000000 Penalty: 5250.206543
	Iteration 18Q: 3 clusters Score -4408662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4408696.500000 Penalty: 5250.206543
	Iteration 19Q: 3 clusters Score -4408696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4408727.000000 Penalty: 5250.206543
	Iteration 20F: 3 clusters Score -4408727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4408746.000000 Penalty: 5250.206543
	Iteration 21Q: 3 clusters Score -4408746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4408763.000000 Penalty: 5250.206543
	Iteration 22Q: 3 clusters Score -4408763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4408778.500000 Penalty: 5250.206543
	Iteration 23Q: 3 clusters Score -4408778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4408782.000000 Penalty: 5250.206543
	Iteration 24Q: 3 clusters Score -4408782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4408785.500000 Penalty: 5250.206543
	Iteration 25Q: 3 clusters Score -4408786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4408788.500000 Penalty: 5250.206543
	Iteration 26Q: 3 clusters Score -4408788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4408793.500000 Penalty: 5250.206543
	Iteration 27Q: 3 clusters Score -4408794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4408799.500000 Penalty: 5250.206543
	Iteration 28Q: 3 clusters Score -4408800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4408802.500000 Penalty: 5250.206543
	Iteration 29Q: 3 clusters Score -4408802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4408804.000000 Penalty: 5250.206543
	Iteration 30Q: 3 clusters Score -4408804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4408808.000000 Penalty: 5250.206543
	Iteration 31Q: 3 clusters Score -4408808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4408808.000000 Penalty: 5250.206543
	Iteration 32F: 3 clusters Score -4408808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45516.316406 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45516.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44058.972656 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -44058.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44205.566406 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44205.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44261.722656 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -44261.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44289.644531 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44289.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44295.027344 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44295.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44300.148438 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44300.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44304.417969 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -44304.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44304.417969 Penalty: 3020.166260
	Iteration 7F: 3 clusters Score -44304.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 43601 members 
Mstep: Class 5 contains 259854 members 
Mstep: Class 6 contains 30288 members 
Mstep: Class 7 contains 19869 members 
Mstep: Class 8 contains 9045 members 
Mstep: Class 9 contains 226287 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 56101 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 14 contains 18136 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 9355 members 
Mstep: Class 20 contains 31086 members 
Mstep: Class 21 contains 39541 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88589864.000000 Penalty: 60688.125000
Iteration 79Q: 19 clusters Score -8.858986e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 43569 members 
Mstep: Class 5 contains 259450 members 
Mstep: Class 6 contains 30149 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 9035 members 
Mstep: Class 9 contains 226517 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55935 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18124 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 16560 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 20 contains 31731 members 
Mstep: Class 21 contains 39489 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590296.000000 Penalty: 60688.125000
Iteration 80F: 19 clusters Score -8.85903e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 43540 members 
Mstep: Class 5 contains 259106 members 
Mstep: Class 6 contains 29996 members 
Mstep: Class 7 contains 19741 members 
Mstep: Class 8 contains 9017 members 
Mstep: Class 9 contains 226766 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55780 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18106 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 16560 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 39437 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590928.000000 Penalty: 60688.125000
Iteration 81Q: 19 clusters Score -8.859093e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 43519 members 
Mstep: Class 5 contains 258897 members 
Mstep: Class 6 contains 29845 members 
Mstep: Class 7 contains 19684 members 
Mstep: Class 8 contains 8998 members 
Mstep: Class 9 contains 226969 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55629 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 32825 members 
Mstep: Class 21 contains 39376 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590928.000000 Penalty: 60688.125000
Iteration 82Q: 19 clusters Score -8.859093e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 43501 members 
Mstep: Class 5 contains 258728 members 
Mstep: Class 6 contains 29696 members 
Mstep: Class 7 contains 19643 members 
Mstep: Class 8 contains 8969 members 
Mstep: Class 9 contains 227100 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55500 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 16554 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 33317 members 
Mstep: Class 21 contains 39327 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591264.000000 Penalty: 60688.125000
Iteration 83Q: 19 clusters Score -8.859126e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 43500 members 
Mstep: Class 5 contains 258585 members 
Mstep: Class 6 contains 29552 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 8942 members 
Mstep: Class 9 contains 227188 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55404 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 18058 members 
Mstep: Class 17 contains 1942 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 33774 members 
Mstep: Class 21 contains 39282 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591664.000000 Penalty: 60688.125000
Iteration 84Q: 19 clusters Score -8.859166e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 43492 members 
Mstep: Class 5 contains 258454 members 
Mstep: Class 6 contains 29415 members 
Mstep: Class 7 contains 19538 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 227281 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55312 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 34180 members 
Mstep: Class 21 contains 39230 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591888.000000 Penalty: 60688.125000
Iteration 85Q: 19 clusters Score -8.859189e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 5 contains 258376 members 
Mstep: Class 6 contains 29296 members 
Mstep: Class 7 contains 19477 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 227324 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55238 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18038 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 34553 members 
Mstep: Class 21 contains 39207 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591968.000000 Penalty: 60688.125000
Iteration 86Q: 19 clusters Score -8.859197e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 43477 members 
Mstep: Class 5 contains 258297 members 
Mstep: Class 6 contains 29182 members 
Mstep: Class 7 contains 19419 members 
Mstep: Class 8 contains 8883 members 
Mstep: Class 9 contains 227365 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55176 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18029 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 34893 members 
Mstep: Class 21 contains 39192 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591976.000000 Penalty: 60688.125000
Iteration 87Q: 19 clusters Score -8.859198e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 43472 members 
Mstep: Class 5 contains 258284 members 
Mstep: Class 6 contains 29078 members 
Mstep: Class 7 contains 19369 members 
Mstep: Class 8 contains 8857 members 
Mstep: Class 9 contains 227346 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55111 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 16572 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 35200 members 
Mstep: Class 21 contains 39172 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592008.000000 Penalty: 60688.125000
Iteration 88Q: 19 clusters Score -8.859201e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 43484 members 
Mstep: Class 5 contains 258271 members 
Mstep: Class 6 contains 28970 members 
Mstep: Class 7 contains 19336 members 
Mstep: Class 8 contains 8828 members 
Mstep: Class 9 contains 227282 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55064 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 35498 members 
Mstep: Class 21 contains 39156 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592216.000000 Penalty: 60688.125000
Iteration 89Q: 19 clusters Score -8.859222e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 258266 members 
Mstep: Class 6 contains 28865 members 
Mstep: Class 7 contains 19296 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 227288 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 35750 members 
Mstep: Class 21 contains 39146 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592216.000000 Penalty: 60688.125000
Iteration 90Q: 19 clusters Score -8.859222e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 43465 members 
Mstep: Class 5 contains 258268 members 
Mstep: Class 6 contains 28777 members 
Mstep: Class 7 contains 19269 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 227273 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54940 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 18002 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 35972 members 
Mstep: Class 21 contains 39146 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592096.000000 Penalty: 60688.125000
Iteration 91Q: 19 clusters Score -8.85921e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 43459 members 
Mstep: Class 5 contains 258340 members 
Mstep: Class 6 contains 28660 members 
Mstep: Class 7 contains 19253 members 
Mstep: Class 8 contains 8777 members 
Mstep: Class 9 contains 227203 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54886 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 36199 members 
Mstep: Class 21 contains 39137 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592264.000000 Penalty: 60688.125000
Iteration 92Q: 19 clusters Score -8.859226e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 43441 members 
Mstep: Class 5 contains 258425 members 
Mstep: Class 6 contains 28545 members 
Mstep: Class 7 contains 19230 members 
Mstep: Class 8 contains 8759 members 
Mstep: Class 9 contains 227181 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54837 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17978 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 16589 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 36382 members 
Mstep: Class 21 contains 39122 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592440.000000 Penalty: 60688.125000
Iteration 93Q: 19 clusters Score -8.859244e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 43426 members 
Mstep: Class 5 contains 258462 members 
Mstep: Class 6 contains 28467 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 8744 members 
Mstep: Class 9 contains 227175 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54798 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17965 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 36541 members 
Mstep: Class 21 contains 39126 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592408.000000 Penalty: 60688.125000
Iteration 94Q: 19 clusters Score -8.859241e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 43426 members 
Mstep: Class 5 contains 258508 members 
Mstep: Class 6 contains 28387 members 
Mstep: Class 7 contains 19164 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 227149 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54772 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 36687 members 
Mstep: Class 21 contains 39122 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592592.000000 Penalty: 60688.125000
Iteration 95Q: 19 clusters Score -8.859259e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 43423 members 
Mstep: Class 5 contains 258581 members 
Mstep: Class 6 contains 28309 members 
Mstep: Class 7 contains 19123 members 
Mstep: Class 8 contains 8720 members 
Mstep: Class 9 contains 227153 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54735 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17942 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 36808 members 
Mstep: Class 21 contains 39112 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592744.000000 Penalty: 60688.125000
Iteration 96Q: 19 clusters Score -8.859274e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 43431 members 
Mstep: Class 5 contains 258642 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 8708 members 
Mstep: Class 9 contains 227129 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54700 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 17934 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 16589 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 36926 members 
Mstep: Class 21 contains 39094 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592672.000000 Penalty: 60688.125000
Iteration 97Q: 19 clusters Score -8.859267e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 43434 members 
Mstep: Class 5 contains 258709 members 
Mstep: Class 6 contains 28170 members 
Mstep: Class 7 contains 19041 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 227109 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54677 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 17927 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 16594 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 37037 members 
Mstep: Class 21 contains 39070 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592736.000000 Penalty: 60688.125000
Iteration 98Q: 19 clusters Score -8.859274e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 43441 members 
Mstep: Class 5 contains 258759 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 227120 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54636 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 16596 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 37151 members 
Mstep: Class 21 contains 39056 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592632.000000 Penalty: 60688.125000
Iteration 99Q: 19 clusters Score -8.859263e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 43442 members 
Mstep: Class 5 contains 258790 members 
Mstep: Class 6 contains 28029 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 227161 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54604 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 16597 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 37231 members 
Mstep: Class 21 contains 39032 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592672.000000 Penalty: 60688.125000
Iteration 100F: 19 clusters Score -8.859267e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43445 members 
Mstep: Class 5 contains 258837 members 
Mstep: Class 6 contains 27975 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 8 contains 8686 members 
Mstep: Class 9 contains 227157 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54584 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 17915 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 16592 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 37302 members 
Mstep: Class 21 contains 39006 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592792.000000 Penalty: 60688.125000
Iteration 101Q: 19 clusters Score -8.859279e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43450 members 
Mstep: Class 5 contains 258854 members 
Mstep: Class 6 contains 27901 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 8676 members 
Mstep: Class 9 contains 227188 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54571 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 14 contains 17911 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 16591 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 37371 members 
Mstep: Class 21 contains 38994 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592808.000000 Penalty: 60688.125000
Iteration 102Q: 19 clusters Score -8.859281e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43450 members 
Mstep: Class 5 contains 258854 members 
Mstep: Class 6 contains 27842 members 
Mstep: Class 7 contains 18926 members 
Mstep: Class 8 contains 8669 members 
Mstep: Class 9 contains 227237 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54557 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 16594 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 37425 members 
Mstep: Class 21 contains 38988 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592656.000000 Penalty: 60688.125000
Iteration 103Q: 19 clusters Score -8.859266e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 258862 members 
Mstep: Class 6 contains 27778 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 8 contains 8662 members 
Mstep: Class 9 contains 227287 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54544 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 16595 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 37463 members 
Mstep: Class 21 contains 38982 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592632.000000 Penalty: 60688.125000
Iteration 104Q: 19 clusters Score -8.859263e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43456 members 
Mstep: Class 5 contains 258886 members 
Mstep: Class 6 contains 27719 members 
Mstep: Class 7 contains 18893 members 
Mstep: Class 8 contains 8659 members 
Mstep: Class 9 contains 227326 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54536 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 16597 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 37499 members 
Mstep: Class 21 contains 38968 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592648.000000 Penalty: 60688.125000
Iteration 105Q: 19 clusters Score -8.859265e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43457 members 
Mstep: Class 5 contains 258907 members 
Mstep: Class 6 contains 27668 members 
Mstep: Class 7 contains 18879 members 
Mstep: Class 8 contains 8648 members 
Mstep: Class 9 contains 227372 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54529 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 16601 members 
Mstep: Class 19 contains 9406 members 
Mstep: Class 20 contains 37521 members 
Mstep: Class 21 contains 38952 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592576.000000 Penalty: 60688.125000
Iteration 106Q: 19 clusters Score -8.859258e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43452 members 
Mstep: Class 5 contains 258917 members 
Mstep: Class 6 contains 27623 members 
Mstep: Class 7 contains 18858 members 
Mstep: Class 8 contains 8637 members 
Mstep: Class 9 contains 227422 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54527 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17904 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 16607 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 37541 members 
Mstep: Class 21 contains 38937 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592464.000000 Penalty: 60688.125000
Iteration 107Q: 19 clusters Score -8.859246e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43445 members 
Mstep: Class 5 contains 258909 members 
Mstep: Class 6 contains 27579 members 
Mstep: Class 7 contains 18845 members 
Mstep: Class 8 contains 8624 members 
Mstep: Class 9 contains 227481 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54521 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17904 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 37570 members 
Mstep: Class 21 contains 38932 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592488.000000 Penalty: 60688.125000
Iteration 108Q: 19 clusters Score -8.859249e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43443 members 
Mstep: Class 5 contains 258912 members 
Mstep: Class 6 contains 27531 members 
Mstep: Class 7 contains 18831 members 
Mstep: Class 8 contains 8615 members 
Mstep: Class 9 contains 227527 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54516 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17904 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 16609 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 37592 members 
Mstep: Class 21 contains 38928 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592536.000000 Penalty: 60688.125000
Iteration 109Q: 19 clusters Score -8.859254e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43442 members 
Mstep: Class 5 contains 258921 members 
Mstep: Class 6 contains 27489 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 8 contains 8606 members 
Mstep: Class 9 contains 227560 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54511 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 37620 members 
Mstep: Class 21 contains 38925 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592544.000000 Penalty: 60688.125000
Iteration 110Q: 19 clusters Score -8.859254e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 43442 members 
Mstep: Class 5 contains 258927 members 
Mstep: Class 6 contains 27439 members 
Mstep: Class 7 contains 18803 members 
Mstep: Class 8 contains 8601 members 
Mstep: Class 9 contains 227589 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54500 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 16609 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 37644 members 
Mstep: Class 21 contains 38929 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592400.000000 Penalty: 60688.125000
Iteration 111Q: 19 clusters Score -8.85924e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43440 members 
Mstep: Class 5 contains 258924 members 
Mstep: Class 6 contains 27396 members 
Mstep: Class 7 contains 18799 members 
Mstep: Class 8 contains 8593 members 
Mstep: Class 9 contains 227611 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54495 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17902 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 16609 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 37664 members 
Mstep: Class 21 contains 38930 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592416.000000 Penalty: 60688.125000
Iteration 112Q: 19 clusters Score -8.859242e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43443 members 
Mstep: Class 5 contains 258922 members 
Mstep: Class 6 contains 27351 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 8586 members 
Mstep: Class 9 contains 227650 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54493 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17902 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 16604 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 37677 members 
Mstep: Class 21 contains 38934 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592384.000000 Penalty: 60688.125000
Iteration 113Q: 19 clusters Score -8.859238e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43445 members 
Mstep: Class 5 contains 258918 members 
Mstep: Class 6 contains 27317 members 
Mstep: Class 7 contains 18773 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 227684 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54493 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17902 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 16603 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 37693 members 
Mstep: Class 21 contains 38934 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592304.000000 Penalty: 60688.125000
Iteration 114Q: 19 clusters Score -8.85923e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43448 members 
Mstep: Class 5 contains 258919 members 
Mstep: Class 6 contains 27277 members 
Mstep: Class 7 contains 18760 members 
Mstep: Class 8 contains 8567 members 
Mstep: Class 9 contains 227720 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54487 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17902 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 16600 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 37710 members 
Mstep: Class 21 contains 38940 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592160.000000 Penalty: 60688.125000
Iteration 115Q: 19 clusters Score -8.859216e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43450 members 
Mstep: Class 5 contains 258915 members 
Mstep: Class 6 contains 27238 members 
Mstep: Class 7 contains 18752 members 
Mstep: Class 8 contains 8559 members 
Mstep: Class 9 contains 227766 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54478 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17901 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 16601 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37724 members 
Mstep: Class 21 contains 38939 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592160.000000 Penalty: 60688.125000
Iteration 116Q: 19 clusters Score -8.859216e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43456 members 
Mstep: Class 5 contains 258900 members 
Mstep: Class 6 contains 27205 members 
Mstep: Class 7 contains 18747 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 227808 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54477 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17898 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 16596 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37739 members 
Mstep: Class 21 contains 38943 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592032.000000 Penalty: 60688.125000
Iteration 117Q: 19 clusters Score -8.859203e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43459 members 
Mstep: Class 5 contains 258902 members 
Mstep: Class 6 contains 27165 members 
Mstep: Class 7 contains 18746 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 227844 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54475 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17896 members 
Mstep: Class 17 contains 1903 members 
Mstep: Class 18 contains 16593 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37751 members 
Mstep: Class 21 contains 38939 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592032.000000 Penalty: 60688.125000
Iteration 118Q: 19 clusters Score -8.859203e+07 nChanged 260
Entering ConstructFrom: 
Score: -88592032.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (37005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Entering Unmasked Estep 
Score: -4188875.000000 Penalty: 2608.664551
	Iteration 0F: 2 clusters Score -4188875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4163647.250000 Penalty: 5217.329102
	Iteration 0F: 3 clusters Score -4163647 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4173012.000000 Penalty: 5217.329102
	Iteration 1F: 3 clusters Score -4173012 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4173835.750000 Penalty: 5217.329102
	Iteration 2F: 3 clusters Score -4173836 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4175049.500000 Penalty: 5217.329102
	Iteration 3F: 3 clusters Score -4175050 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -4176701.500000 Penalty: 5217.329102
	Iteration 4F: 3 clusters Score -4176702 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4178810.000000 Penalty: 5217.329102
	Iteration 5F: 3 clusters Score -4178810 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4180962.250000 Penalty: 5217.329102
	Iteration 6F: 3 clusters Score -4180962 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -4182762.000000 Penalty: 5217.329102
	Iteration 7F: 3 clusters Score -4182762 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4184075.500000 Penalty: 5217.329102
	Iteration 8F: 3 clusters Score -4184076 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -4185104.500000 Penalty: 5217.329102
	Iteration 9Q: 3 clusters Score -4185104 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4185893.250000 Penalty: 5217.329102
	Iteration 10Q: 3 clusters Score -4185893 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4186458.000000 Penalty: 5217.329102
	Iteration 11Q: 3 clusters Score -4186458 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4186866.000000 Penalty: 5217.329102
	Iteration 12Q: 3 clusters Score -4186866 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4187163.250000 Penalty: 5217.329102
	Iteration 13Q: 3 clusters Score -4187163 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -4187414.000000 Penalty: 5217.329102
	Iteration 14Q: 3 clusters Score -4187414 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4187581.000000 Penalty: 5217.329102
	Iteration 15Q: 3 clusters Score -4187581 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4187730.750000 Penalty: 5217.329102
	Iteration 16Q: 3 clusters Score -4187731 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4187871.500000 Penalty: 5217.329102
	Iteration 17Q: 3 clusters Score -4187872 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4187965.750000 Penalty: 5217.329102
	Iteration 18Q: 3 clusters Score -4187966 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4188070.250000 Penalty: 5217.329102
	Iteration 19Q: 3 clusters Score -4188070 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4188168.500000 Penalty: 5217.329102
	Iteration 20F: 3 clusters Score -4188168 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4188265.250000 Penalty: 5217.329102
	Iteration 21Q: 3 clusters Score -4188265 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4188347.750000 Penalty: 5217.329102
	Iteration 22Q: 3 clusters Score -4188348 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4188431.250000 Penalty: 5217.329102
	Iteration 23Q: 3 clusters Score -4188431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4188496.750000 Penalty: 5217.329102
	Iteration 24Q: 3 clusters Score -4188497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4188535.000000 Penalty: 5217.329102
	Iteration 25Q: 3 clusters Score -4188535 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4188549.250000 Penalty: 5217.329102
	Iteration 26Q: 3 clusters Score -4188549 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4188578.750000 Penalty: 5217.329102
	Iteration 27Q: 3 clusters Score -4188579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -4188593.500000 Penalty: 5217.329102
	Iteration 28Q: 3 clusters Score -4188594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4188607.250000 Penalty: 5217.329102
	Iteration 29Q: 3 clusters Score -4188607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4188612.000000 Penalty: 5217.329102
	Iteration 30Q: 3 clusters Score -4188612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4188623.750000 Penalty: 5217.329102
	Iteration 31Q: 3 clusters Score -4188624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4188638.000000 Penalty: 5217.329102
	Iteration 32Q: 3 clusters Score -4188638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4188649.500000 Penalty: 5217.329102
	Iteration 33Q: 3 clusters Score -4188650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4188663.750000 Penalty: 5217.329102
	Iteration 34Q: 3 clusters Score -4188664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4188663.500000 Penalty: 5217.329102
	Iteration 35Q: 3 clusters Score -4188664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4188659.250000 Penalty: 5217.329102
	Iteration 36Q: 3 clusters Score -4188659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4188673.750000 Penalty: 5217.329102
	Iteration 37Q: 3 clusters Score -4188674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4188668.250000 Penalty: 5217.329102
	Iteration 38Q: 3 clusters Score -4188668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4188691.750000 Penalty: 5217.329102
	Iteration 39Q: 3 clusters Score -4188692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4188701.500000 Penalty: 5217.329102
	Iteration 40F: 3 clusters Score -4188702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4188711.750000 Penalty: 5217.329102
	Iteration 41Q: 3 clusters Score -4188712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4188718.250000 Penalty: 5217.329102
	Iteration 42Q: 3 clusters Score -4188718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4188724.750000 Penalty: 5217.329102
	Iteration 43Q: 3 clusters Score -4188725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4188725.500000 Penalty: 5217.329102
	Iteration 44Q: 3 clusters Score -4188726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4188736.500000 Penalty: 5217.329102
	Iteration 45Q: 3 clusters Score -4188736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4188738.000000 Penalty: 5217.329102
	Iteration 46Q: 3 clusters Score -4188738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4188740.500000 Penalty: 5217.329102
	Iteration 47Q: 3 clusters Score -4188740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -4188751.750000 Penalty: 5217.329102
	Iteration 48Q: 3 clusters Score -4188752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4188748.750000 Penalty: 5217.329102
	Iteration 49Q: 3 clusters Score -4188749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4188753.500000 Penalty: 5217.329102
	Iteration 50Q: 3 clusters Score -4188754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4188758.250000 Penalty: 5217.329102
	Iteration 51Q: 3 clusters Score -4188758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4188759.750000 Penalty: 5217.329102
	Iteration 52Q: 3 clusters Score -4188760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4188758.250000 Penalty: 5217.329102
	Iteration 53Q: 3 clusters Score -4188758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4188755.500000 Penalty: 5217.329102
	Iteration 54Q: 3 clusters Score -4188756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4188758.000000 Penalty: 5217.329102
	Iteration 55Q: 3 clusters Score -4188758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4188757.000000 Penalty: 5217.329102
	Iteration 56Q: 3 clusters Score -4188757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4188756.000000 Penalty: 5217.329102
	Iteration 57Q: 3 clusters Score -4188756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4188757.000000 Penalty: 5217.329102
	Iteration 58Q: 3 clusters Score -4188757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4188757.000000 Penalty: 5217.329102
	Iteration 59F: 3 clusters Score -4188757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -108742.156250 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -108742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106833.242188 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -106833.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -107560.609375 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -107560.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -108402.054688 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -108402.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109186.937500 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -109186.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -109564.656250 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -109564.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -109807.304688 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -109807.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -109874.437500 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -109874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109884.250000 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -109884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -109889.109375 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -109889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -109894.171875 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -109894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109900.578125 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -109900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109907.179688 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -109907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109907.179688 Penalty: 3490.365723
	Iteration 12F: 3 clusters Score -109907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 257 members 
Mstep: Class 3 contains 881 members 
Mstep: Class 4 contains 43462 members 
Mstep: Class 5 contains 258897 members 
Mstep: Class 6 contains 27121 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 227893 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54475 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17892 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 16590 members 
Mstep: Class 19 contains 9441 members 
Mstep: Class 20 contains 37761 members 
Mstep: Class 21 contains 38938 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
Score: -88591768.000000 Penalty: 64059.687500
Splitting cluster 3 changes total score from -88592032.000000 to -88591768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Entering Unmasked Estep 
Score: -4902101.500000 Penalty: 2648.551270
	Iteration 0F: 2 clusters Score -4902102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4872754.500000 Penalty: 5297.102539
	Iteration 0F: 3 clusters Score -4872754 nChanged 19924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4883851.000000 Penalty: 5297.102539
	Iteration 1F: 3 clusters Score -4883851 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4884437.500000 Penalty: 5297.102539
	Iteration 2Q: 3 clusters Score -4884438 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4885125.000000 Penalty: 5297.102539
	Iteration 3Q: 3 clusters Score -4885125 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4885977.000000 Penalty: 5297.102539
	Iteration 4Q: 3 clusters Score -4885977 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4887140.500000 Penalty: 5297.102539
	Iteration 5F: 3 clusters Score -4887140 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4888726.000000 Penalty: 5297.102539
	Iteration 6F: 3 clusters Score -4888726 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4890657.000000 Penalty: 5297.102539
	Iteration 7F: 3 clusters Score -4890657 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -4892826.000000 Penalty: 5297.102539
	Iteration 8F: 3 clusters Score -4892826 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4894878.000000 Penalty: 5297.102539
	Iteration 9F: 3 clusters Score -4894878 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -4896632.000000 Penalty: 5297.102539
	Iteration 10F: 3 clusters Score -4896632 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4898032.000000 Penalty: 5297.102539
	Iteration 11Q: 3 clusters Score -4898032 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -4899145.000000 Penalty: 5297.102539
	Iteration 12Q: 3 clusters Score -4899145 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4899965.000000 Penalty: 5297.102539
	Iteration 13Q: 3 clusters Score -4899965 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -4900492.500000 Penalty: 5297.102539
	Iteration 14Q: 3 clusters Score -4900492 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4900737.000000 Penalty: 5297.102539
	Iteration 15Q: 3 clusters Score -4900737 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4900889.500000 Penalty: 5297.102539
	Iteration 16Q: 3 clusters Score -4900890 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4900965.000000 Penalty: 5297.102539
	Iteration 17Q: 3 clusters Score -4900965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4901021.000000 Penalty: 5297.102539
	Iteration 18Q: 3 clusters Score -4901021 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4901077.500000 Penalty: 5297.102539
	Iteration 19Q: 3 clusters Score -4901078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4901106.000000 Penalty: 5297.102539
	Iteration 20F: 3 clusters Score -4901106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4901105.000000 Penalty: 5297.102539
	Iteration 21Q: 3 clusters Score -4901105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4901121.000000 Penalty: 5297.102539
	Iteration 22Q: 3 clusters Score -4901121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4901119.000000 Penalty: 5297.102539
	Iteration 23Q: 3 clusters Score -4901119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4901131.500000 Penalty: 5297.102539
	Iteration 24Q: 3 clusters Score -4901132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4901137.500000 Penalty: 5297.102539
	Iteration 25Q: 3 clusters Score -4901138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4901139.000000 Penalty: 5297.102539
	Iteration 26Q: 3 clusters Score -4901139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4901136.000000 Penalty: 5297.102539
	Iteration 27Q: 3 clusters Score -4901136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 5297.102539
	Iteration 28Q: 3 clusters Score -4901148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 5297.102539
	Iteration 29Q: 3 clusters Score -4901148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 5297.102539
	Iteration 30Q: 3 clusters Score -4901148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4901150.500000 Penalty: 5297.102539
	Iteration 31Q: 3 clusters Score -4901150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 5297.102539
	Iteration 32Q: 3 clusters Score -4901148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4901147.500000 Penalty: 5297.102539
	Iteration 33Q: 3 clusters Score -4901148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4901151.500000 Penalty: 5297.102539
	Iteration 34Q: 3 clusters Score -4901152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4901152.500000 Penalty: 5297.102539
	Iteration 35Q: 3 clusters Score -4901152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4901152.500000 Penalty: 5297.102539
	Iteration 36Q: 3 clusters Score -4901152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4901149.500000 Penalty: 5297.102539
	Iteration 37Q: 3 clusters Score -4901150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 5297.102539
	Iteration 38Q: 3 clusters Score -4901148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4901149.500000 Penalty: 5297.102539
	Iteration 39Q: 3 clusters Score -4901150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 5297.102539
	Iteration 40F: 3 clusters Score -4901148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4901145.000000 Penalty: 5297.102539
	Iteration 41Q: 3 clusters Score -4901145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4901139.500000 Penalty: 5297.102539
	Iteration 42Q: 3 clusters Score -4901140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4901142.500000 Penalty: 5297.102539
	Iteration 43Q: 3 clusters Score -4901142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4901145.500000 Penalty: 5297.102539
	Iteration 44Q: 3 clusters Score -4901146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4901144.500000 Penalty: 5297.102539
	Iteration 45Q: 3 clusters Score -4901144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4901145.500000 Penalty: 5297.102539
	Iteration 46Q: 3 clusters Score -4901146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4901145.500000 Penalty: 5297.102539
	Iteration 47Q: 3 clusters Score -4901146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4901143.500000 Penalty: 5297.102539
	Iteration 48Q: 3 clusters Score -4901144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4901141.000000 Penalty: 5297.102539
	Iteration 49Q: 3 clusters Score -4901141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4901138.500000 Penalty: 5297.102539
	Iteration 50Q: 3 clusters Score -4901138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4901140.000000 Penalty: 5297.102539
	Iteration 51Q: 3 clusters Score -4901140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4901144.500000 Penalty: 5297.102539
	Iteration 52Q: 3 clusters Score -4901144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 5297.102539
	Iteration 53Q: 3 clusters Score -4901148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4901146.500000 Penalty: 5297.102539
	Iteration 54Q: 3 clusters Score -4901146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4901143.000000 Penalty: 5297.102539
	Iteration 55Q: 3 clusters Score -4901143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4901151.500000 Penalty: 5297.102539
	Iteration 56Q: 3 clusters Score -4901152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4901152.000000 Penalty: 5297.102539
	Iteration 57Q: 3 clusters Score -4901152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4901149.500000 Penalty: 5297.102539
	Iteration 58Q: 3 clusters Score -4901150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4901155.500000 Penalty: 5297.102539
	Iteration 59Q: 3 clusters Score -4901156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4901161.000000 Penalty: 5297.102539
	Iteration 60F: 3 clusters Score -4901161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4901162.000000 Penalty: 5297.102539
	Iteration 61Q: 3 clusters Score -4901162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4901160.500000 Penalty: 5297.102539
	Iteration 62Q: 3 clusters Score -4901160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4901161.500000 Penalty: 5297.102539
	Iteration 63Q: 3 clusters Score -4901162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4901163.500000 Penalty: 5297.102539
	Iteration 64Q: 3 clusters Score -4901164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4901163.500000 Penalty: 5297.102539
	Iteration 65F: 3 clusters Score -4901164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (258897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258897 members 
Entering Unmasked Estep 
Score: -29166894.000000 Penalty: 3091.118164
	Iteration 0F: 2 clusters Score -2.916689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129071 members 
Mstep: Class 2 contains 129826 members 
Entering Unmasked Estep 
Score: -29010790.000000 Penalty: 6182.236328
	Iteration 0F: 3 clusters Score -2.901079e+07 nChanged 124742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123905 members 
Mstep: Class 2 contains 134992 members 
Entering Unmasked Estep 
Score: -29085310.000000 Penalty: 6182.236328
	Iteration 1F: 3 clusters Score -2.908531e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121299 members 
Mstep: Class 2 contains 137598 members 
Entering Unmasked Estep 
Score: -29086678.000000 Penalty: 6182.236328
	Iteration 2Q: 3 clusters Score -2.908668e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117391 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -29088694.000000 Penalty: 6182.236328
	Iteration 3Q: 3 clusters Score -2.908869e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -29091436.000000 Penalty: 6182.236328
	Iteration 4Q: 3 clusters Score -2.909144e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -29096020.000000 Penalty: 6182.236328
	Iteration 5Q: 3 clusters Score -2.909602e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 168121 members 
Entering Unmasked Estep 
Score: -29103304.000000 Penalty: 6182.236328
	Iteration 6F: 3 clusters Score -2.91033e+07 nChanged 16355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 183568 members 
Entering Unmasked Estep 
Score: -29114450.000000 Penalty: 6182.236328
	Iteration 7F: 3 clusters Score -2.911445e+07 nChanged 17483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 200401 members 
Entering Unmasked Estep 
Score: -29128268.000000 Penalty: 6182.236328
	Iteration 8F: 3 clusters Score -2.912827e+07 nChanged 16258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 216347 members 
Entering Unmasked Estep 
Score: -29142056.000000 Penalty: 6182.236328
	Iteration 9F: 3 clusters Score -2.914206e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 230195 members 
Entering Unmasked Estep 
Score: -29150448.000000 Penalty: 6182.236328
	Iteration 10F: 3 clusters Score -2.915045e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 240183 members 
Entering Unmasked Estep 
Score: -29155228.000000 Penalty: 6182.236328
	Iteration 11Q: 3 clusters Score -2.915523e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 246914 members 
Entering Unmasked Estep 
Score: -29158396.000000 Penalty: 6182.236328
	Iteration 12Q: 3 clusters Score -2.91584e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 251405 members 
Entering Unmasked Estep 
Score: -29160544.000000 Penalty: 6182.236328
	Iteration 13Q: 3 clusters Score -2.916054e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 254339 members 
Entering Unmasked Estep 
Score: -29161876.000000 Penalty: 6182.236328
	Iteration 14Q: 3 clusters Score -2.916188e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 256103 members 
Entering Unmasked Estep 
Score: -29162816.000000 Penalty: 6182.236328
	Iteration 15Q: 3 clusters Score -2.916282e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 257072 members 
Entering Unmasked Estep 
Score: -29163340.000000 Penalty: 6182.236328
	Iteration 16Q: 3 clusters Score -2.916334e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 257607 members 
Entering Unmasked Estep 
Score: -29163656.000000 Penalty: 6182.236328
	Iteration 17Q: 3 clusters Score -2.916366e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 257911 members 
Entering Unmasked Estep 
Score: -29163824.000000 Penalty: 6182.236328
	Iteration 18Q: 3 clusters Score -2.916382e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 258096 members 
Entering Unmasked Estep 
Score: -29163924.000000 Penalty: 6182.236328
	Iteration 19Q: 3 clusters Score -2.916392e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 258196 members 
Entering Unmasked Estep 
Score: -29164030.000000 Penalty: 6182.236328
	Iteration 20F: 3 clusters Score -2.916403e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 258255 members 
Entering Unmasked Estep 
Score: -29164094.000000 Penalty: 6182.236328
	Iteration 21Q: 3 clusters Score -2.916409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 258298 members 
Entering Unmasked Estep 
Score: -29164140.000000 Penalty: 6182.236328
	Iteration 22Q: 3 clusters Score -2.916414e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 258328 members 
Entering Unmasked Estep 
Score: -29164184.000000 Penalty: 6182.236328
	Iteration 23Q: 3 clusters Score -2.916418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 258351 members 
Entering Unmasked Estep 
Score: -29164212.000000 Penalty: 6182.236328
	Iteration 24Q: 3 clusters Score -2.916421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 258377 members 
Entering Unmasked Estep 
Score: -29164226.000000 Penalty: 6182.236328
	Iteration 25Q: 3 clusters Score -2.916423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 258388 members 
Entering Unmasked Estep 
Score: -29164196.000000 Penalty: 6182.236328
	Iteration 26Q: 3 clusters Score -2.91642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 258395 members 
Entering Unmasked Estep 
Score: -29164206.000000 Penalty: 6182.236328
	Iteration 27Q: 3 clusters Score -2.916421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 258399 members 
Entering Unmasked Estep 
Score: -29164232.000000 Penalty: 6182.236328
	Iteration 28Q: 3 clusters Score -2.916423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 258401 members 
Entering Unmasked Estep 
Score: -29164224.000000 Penalty: 6182.236328
	Iteration 29Q: 3 clusters Score -2.916422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 258406 members 
Entering Unmasked Estep 
Score: -29164236.000000 Penalty: 6182.236328
	Iteration 30Q: 3 clusters Score -2.916424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 258409 members 
Entering Unmasked Estep 
Score: -29164216.000000 Penalty: 6182.236328
	Iteration 31Q: 3 clusters Score -2.916422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 258410 members 
Entering Unmasked Estep 
Score: -29164228.000000 Penalty: 6182.236328
	Iteration 32Q: 3 clusters Score -2.916423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 258413 members 
Entering Unmasked Estep 
Score: -29164232.000000 Penalty: 6182.236328
	Iteration 33Q: 3 clusters Score -2.916423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 258414 members 
Entering Unmasked Estep 
Score: -29164218.000000 Penalty: 6182.236328
	Iteration 34Q: 3 clusters Score -2.916422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 258418 members 
Entering Unmasked Estep 
Score: -29164234.000000 Penalty: 6182.236328
	Iteration 35Q: 3 clusters Score -2.916423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 258425 members 
Entering Unmasked Estep 
Score: -29164252.000000 Penalty: 6182.236328
	Iteration 36Q: 3 clusters Score -2.916425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 258429 members 
Entering Unmasked Estep 
Score: -29164260.000000 Penalty: 6182.236328
	Iteration 37Q: 3 clusters Score -2.916426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 258432 members 
Entering Unmasked Estep 
Score: -29164250.000000 Penalty: 6182.236328
	Iteration 38Q: 3 clusters Score -2.916425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 258435 members 
Entering Unmasked Estep 
Score: -29164266.000000 Penalty: 6182.236328
	Iteration 39Q: 3 clusters Score -2.916427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 258436 members 
Entering Unmasked Estep 
Score: -29164264.000000 Penalty: 6182.236328
	Iteration 40F: 3 clusters Score -2.916426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Entering Unmasked Estep 
Score: -3095341.250000 Penalty: 2531.599854
	Iteration 0F: 2 clusters Score -3095341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3076475.500000 Penalty: 5063.199707
	Iteration 0F: 3 clusters Score -3076476 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3083149.000000 Penalty: 5063.199707
	Iteration 1F: 3 clusters Score -3083149 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3083710.000000 Penalty: 5063.199707
	Iteration 2F: 3 clusters Score -3083710 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3084243.000000 Penalty: 5063.199707
	Iteration 3Q: 3 clusters Score -3084243 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3084804.000000 Penalty: 5063.199707
	Iteration 4Q: 3 clusters Score -3084804 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3085355.250000 Penalty: 5063.199707
	Iteration 5Q: 3 clusters Score -3085355 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3086067.750000 Penalty: 5063.199707
	Iteration 6Q: 3 clusters Score -3086068 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3086896.250000 Penalty: 5063.199707
	Iteration 7Q: 3 clusters Score -3086896 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3087745.000000 Penalty: 5063.199707
	Iteration 8Q: 3 clusters Score -3087745 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3088577.750000 Penalty: 5063.199707
	Iteration 9Q: 3 clusters Score -3088578 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3089293.250000 Penalty: 5063.199707
	Iteration 10Q: 3 clusters Score -3089293 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3089914.250000 Penalty: 5063.199707
	Iteration 11Q: 3 clusters Score -3089914 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3090346.000000 Penalty: 5063.199707
	Iteration 12Q: 3 clusters Score -3090346 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3090599.500000 Penalty: 5063.199707
	Iteration 13Q: 3 clusters Score -3090600 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3090783.250000 Penalty: 5063.199707
	Iteration 14Q: 3 clusters Score -3090783 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3090905.750000 Penalty: 5063.199707
	Iteration 15Q: 3 clusters Score -3090906 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3091019.750000 Penalty: 5063.199707
	Iteration 16Q: 3 clusters Score -3091020 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3091104.500000 Penalty: 5063.199707
	Iteration 17Q: 3 clusters Score -3091104 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3091170.500000 Penalty: 5063.199707
	Iteration 18Q: 3 clusters Score -3091170 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3091220.500000 Penalty: 5063.199707
	Iteration 19Q: 3 clusters Score -3091220 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3091249.250000 Penalty: 5063.199707
	Iteration 20F: 3 clusters Score -3091249 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3091284.250000 Penalty: 5063.199707
	Iteration 21Q: 3 clusters Score -3091284 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3091312.000000 Penalty: 5063.199707
	Iteration 22Q: 3 clusters Score -3091312 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3091345.500000 Penalty: 5063.199707
	Iteration 23Q: 3 clusters Score -3091346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3091365.750000 Penalty: 5063.199707
	Iteration 24Q: 3 clusters Score -3091366 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3091391.750000 Penalty: 5063.199707
	Iteration 25Q: 3 clusters Score -3091392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3091400.500000 Penalty: 5063.199707
	Iteration 26Q: 3 clusters Score -3091400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3091419.000000 Penalty: 5063.199707
	Iteration 27Q: 3 clusters Score -3091419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3091423.750000 Penalty: 5063.199707
	Iteration 28Q: 3 clusters Score -3091424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3091432.750000 Penalty: 5063.199707
	Iteration 29Q: 3 clusters Score -3091433 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3091455.250000 Penalty: 5063.199707
	Iteration 30Q: 3 clusters Score -3091455 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3091460.750000 Penalty: 5063.199707
	Iteration 31Q: 3 clusters Score -3091461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3091470.250000 Penalty: 5063.199707
	Iteration 32Q: 3 clusters Score -3091470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3091476.500000 Penalty: 5063.199707
	Iteration 33Q: 3 clusters Score -3091476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3091483.500000 Penalty: 5063.199707
	Iteration 34Q: 3 clusters Score -3091484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3091492.250000 Penalty: 5063.199707
	Iteration 35Q: 3 clusters Score -3091492 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3091491.500000 Penalty: 5063.199707
	Iteration 36Q: 3 clusters Score -3091492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3091516.750000 Penalty: 5063.199707
	Iteration 37Q: 3 clusters Score -3091517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3091530.000000 Penalty: 5063.199707
	Iteration 38Q: 3 clusters Score -3091530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3091533.750000 Penalty: 5063.199707
	Iteration 39Q: 3 clusters Score -3091534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3091535.750000 Penalty: 5063.199707
	Iteration 40F: 3 clusters Score -3091536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3091548.000000 Penalty: 5063.199707
	Iteration 41Q: 3 clusters Score -3091548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3091556.000000 Penalty: 5063.199707
	Iteration 42Q: 3 clusters Score -3091556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3091571.500000 Penalty: 5063.199707
	Iteration 43Q: 3 clusters Score -3091572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3091575.250000 Penalty: 5063.199707
	Iteration 44Q: 3 clusters Score -3091575 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3091581.750000 Penalty: 5063.199707
	Iteration 45Q: 3 clusters Score -3091582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3091585.750000 Penalty: 5063.199707
	Iteration 46Q: 3 clusters Score -3091586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3091594.000000 Penalty: 5063.199707
	Iteration 47Q: 3 clusters Score -3091594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3091603.500000 Penalty: 5063.199707
	Iteration 48Q: 3 clusters Score -3091604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3091607.750000 Penalty: 5063.199707
	Iteration 49Q: 3 clusters Score -3091608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3091609.000000 Penalty: 5063.199707
	Iteration 50Q: 3 clusters Score -3091609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3091622.250000 Penalty: 5063.199707
	Iteration 51Q: 3 clusters Score -3091622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3091633.250000 Penalty: 5063.199707
	Iteration 52Q: 3 clusters Score -3091633 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3091636.000000 Penalty: 5063.199707
	Iteration 53Q: 3 clusters Score -3091636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3091644.750000 Penalty: 5063.199707
	Iteration 54Q: 3 clusters Score -3091645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3091649.250000 Penalty: 5063.199707
	Iteration 55Q: 3 clusters Score -3091649 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3091665.250000 Penalty: 5063.199707
	Iteration 56Q: 3 clusters Score -3091665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3091688.250000 Penalty: 5063.199707
	Iteration 57Q: 3 clusters Score -3091688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3091673.750000 Penalty: 5063.199707
	Iteration 58Q: 3 clusters Score -3091674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3091691.000000 Penalty: 5063.199707
	Iteration 59Q: 3 clusters Score -3091691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3091695.250000 Penalty: 5063.199707
	Iteration 60F: 3 clusters Score -3091695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3091702.750000 Penalty: 5063.199707
	Iteration 61Q: 3 clusters Score -3091703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3091714.500000 Penalty: 5063.199707
	Iteration 62Q: 3 clusters Score -3091714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3091728.750000 Penalty: 5063.199707
	Iteration 63Q: 3 clusters Score -3091729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3091727.250000 Penalty: 5063.199707
	Iteration 64Q: 3 clusters Score -3091727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3091725.500000 Penalty: 5063.199707
	Iteration 65Q: 3 clusters Score -3091726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3091739.250000 Penalty: 5063.199707
	Iteration 66Q: 3 clusters Score -3091739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3091744.000000 Penalty: 5063.199707
	Iteration 67Q: 3 clusters Score -3091744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3091748.750000 Penalty: 5063.199707
	Iteration 68Q: 3 clusters Score -3091749 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3091746.250000 Penalty: 5063.199707
	Iteration 69Q: 3 clusters Score -3091746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3091754.000000 Penalty: 5063.199707
	Iteration 70Q: 3 clusters Score -3091754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3091769.000000 Penalty: 5063.199707
	Iteration 71Q: 3 clusters Score -3091769 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3091777.500000 Penalty: 5063.199707
	Iteration 72Q: 3 clusters Score -3091778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3091786.500000 Penalty: 5063.199707
	Iteration 73Q: 3 clusters Score -3091786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3091808.500000 Penalty: 5063.199707
	Iteration 74Q: 3 clusters Score -3091808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3091833.000000 Penalty: 5063.199707
	Iteration 75Q: 3 clusters Score -3091833 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3091846.500000 Penalty: 5063.199707
	Iteration 76Q: 3 clusters Score -3091846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3091854.750000 Penalty: 5063.199707
	Iteration 77Q: 3 clusters Score -3091855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3091871.500000 Penalty: 5063.199707
	Iteration 78Q: 3 clusters Score -3091872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3091880.250000 Penalty: 5063.199707
	Iteration 79Q: 3 clusters Score -3091880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3091897.750000 Penalty: 5063.199707
	Iteration 80F: 3 clusters Score -3091898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3091917.250000 Penalty: 5063.199707
	Iteration 81Q: 3 clusters Score -3091917 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3091930.250000 Penalty: 5063.199707
	Iteration 82Q: 3 clusters Score -3091930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3091941.000000 Penalty: 5063.199707
	Iteration 83Q: 3 clusters Score -3091941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3091955.000000 Penalty: 5063.199707
	Iteration 84Q: 3 clusters Score -3091955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3091964.250000 Penalty: 5063.199707
	Iteration 85Q: 3 clusters Score -3091964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3091977.250000 Penalty: 5063.199707
	Iteration 86Q: 3 clusters Score -3091977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3091980.000000 Penalty: 5063.199707
	Iteration 87Q: 3 clusters Score -3091980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3091975.750000 Penalty: 5063.199707
	Iteration 88Q: 3 clusters Score -3091976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3092012.750000 Penalty: 5063.199707
	Iteration 89Q: 3 clusters Score -3092013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3092016.500000 Penalty: 5063.199707
	Iteration 90Q: 3 clusters Score -3092016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3092016.250000 Penalty: 5063.199707
	Iteration 91Q: 3 clusters Score -3092016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3092028.750000 Penalty: 5063.199707
	Iteration 92Q: 3 clusters Score -3092029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3092043.250000 Penalty: 5063.199707
	Iteration 93Q: 3 clusters Score -3092043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3092049.750000 Penalty: 5063.199707
	Iteration 94Q: 3 clusters Score -3092050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3092064.250000 Penalty: 5063.199707
	Iteration 95Q: 3 clusters Score -3092064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3092074.250000 Penalty: 5063.199707
	Iteration 96Q: 3 clusters Score -3092074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3092091.500000 Penalty: 5063.199707
	Iteration 97Q: 3 clusters Score -3092092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3092095.000000 Penalty: 5063.199707
	Iteration 98Q: 3 clusters Score -3092095 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3092096.750000 Penalty: 5063.199707
	Iteration 99Q: 3 clusters Score -3092097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3092106.500000 Penalty: 5063.199707
	Iteration 100F: 3 clusters Score -3092106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3092124.500000 Penalty: 5063.199707
	Iteration 101Q: 3 clusters Score -3092124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3092137.500000 Penalty: 5063.199707
	Iteration 102Q: 3 clusters Score -3092138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3092149.000000 Penalty: 5063.199707
	Iteration 103Q: 3 clusters Score -3092149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3092164.750000 Penalty: 5063.199707
	Iteration 104Q: 3 clusters Score -3092165 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3092168.000000 Penalty: 5063.199707
	Iteration 105Q: 3 clusters Score -3092168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3092179.750000 Penalty: 5063.199707
	Iteration 106Q: 3 clusters Score -3092180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3092191.750000 Penalty: 5063.199707
	Iteration 107Q: 3 clusters Score -3092192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3092199.000000 Penalty: 5063.199707
	Iteration 108Q: 3 clusters Score -3092199 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3092200.000000 Penalty: 5063.199707
	Iteration 109Q: 3 clusters Score -3092200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3092223.250000 Penalty: 5063.199707
	Iteration 110Q: 3 clusters Score -3092223 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3092231.750000 Penalty: 5063.199707
	Iteration 111Q: 3 clusters Score -3092232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3092250.750000 Penalty: 5063.199707
	Iteration 112Q: 3 clusters Score -3092251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3092260.750000 Penalty: 5063.199707
	Iteration 113Q: 3 clusters Score -3092261 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3092285.500000 Penalty: 5063.199707
	Iteration 114Q: 3 clusters Score -3092286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3092292.500000 Penalty: 5063.199707
	Iteration 115Q: 3 clusters Score -3092292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3092302.250000 Penalty: 5063.199707
	Iteration 116Q: 3 clusters Score -3092302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3092319.750000 Penalty: 5063.199707
	Iteration 117Q: 3 clusters Score -3092320 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3092348.000000 Penalty: 5063.199707
	Iteration 118Q: 3 clusters Score -3092348 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3092359.750000 Penalty: 5063.199707
	Iteration 119Q: 3 clusters Score -3092360 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3092391.750000 Penalty: 5063.199707
	Iteration 120F: 3 clusters Score -3092392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3092394.000000 Penalty: 5063.199707
	Iteration 121Q: 3 clusters Score -3092394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3092428.000000 Penalty: 5063.199707
	Iteration 122Q: 3 clusters Score -3092428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3092437.750000 Penalty: 5063.199707
	Iteration 123Q: 3 clusters Score -3092438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3092480.000000 Penalty: 5063.199707
	Iteration 124Q: 3 clusters Score -3092480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3092493.500000 Penalty: 5063.199707
	Iteration 125Q: 3 clusters Score -3092494 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3092520.750000 Penalty: 5063.199707
	Iteration 126Q: 3 clusters Score -3092521 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3092530.250000 Penalty: 5063.199707
	Iteration 127Q: 3 clusters Score -3092530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3092547.500000 Penalty: 5063.199707
	Iteration 128Q: 3 clusters Score -3092548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3092560.500000 Penalty: 5063.199707
	Iteration 129Q: 3 clusters Score -3092560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3092578.750000 Penalty: 5063.199707
	Iteration 130Q: 3 clusters Score -3092579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3092585.250000 Penalty: 5063.199707
	Iteration 131Q: 3 clusters Score -3092585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3092609.000000 Penalty: 5063.199707
	Iteration 132Q: 3 clusters Score -3092609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3092611.750000 Penalty: 5063.199707
	Iteration 133Q: 3 clusters Score -3092612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3092626.250000 Penalty: 5063.199707
	Iteration 134Q: 3 clusters Score -3092626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3092647.000000 Penalty: 5063.199707
	Iteration 135Q: 3 clusters Score -3092647 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3092659.000000 Penalty: 5063.199707
	Iteration 136Q: 3 clusters Score -3092659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3092675.000000 Penalty: 5063.199707
	Iteration 137Q: 3 clusters Score -3092675 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3092691.000000 Penalty: 5063.199707
	Iteration 138Q: 3 clusters Score -3092691 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3092723.750000 Penalty: 5063.199707
	Iteration 139Q: 3 clusters Score -3092724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3092754.000000 Penalty: 5063.199707
	Iteration 140F: 3 clusters Score -3092754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3092784.500000 Penalty: 5063.199707
	Iteration 141Q: 3 clusters Score -3092784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3092812.250000 Penalty: 5063.199707
	Iteration 142Q: 3 clusters Score -3092812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3092830.000000 Penalty: 5063.199707
	Iteration 143Q: 3 clusters Score -3092830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3092849.000000 Penalty: 5063.199707
	Iteration 144Q: 3 clusters Score -3092849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3092864.000000 Penalty: 5063.199707
	Iteration 145Q: 3 clusters Score -3092864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3092865.250000 Penalty: 5063.199707
	Iteration 146Q: 3 clusters Score -3092865 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3092879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3092894.250000 Penalty: 5063.199707
	Iteration 148Q: 3 clusters Score -3092894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3092914.250000 Penalty: 5063.199707
	Iteration 149Q: 3 clusters Score -3092914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3092944.000000 Penalty: 5063.199707
	Iteration 150Q: 3 clusters Score -3092944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3092958.250000 Penalty: 5063.199707
	Iteration 151Q: 3 clusters Score -3092958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3092976.000000 Penalty: 5063.199707
	Iteration 152Q: 3 clusters Score -3092976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3092988.500000 Penalty: 5063.199707
	Iteration 153Q: 3 clusters Score -3092988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3093005.000000 Penalty: 5063.199707
	Iteration 154Q: 3 clusters Score -3093005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3093015.250000 Penalty: 5063.199707
	Iteration 155Q: 3 clusters Score -3093015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3093028.750000 Penalty: 5063.199707
	Iteration 156Q: 3 clusters Score -3093029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3093042.250000 Penalty: 5063.199707
	Iteration 157Q: 3 clusters Score -3093042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3093053.000000 Penalty: 5063.199707
	Iteration 158Q: 3 clusters Score -3093053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3093068.750000 Penalty: 5063.199707
	Iteration 159Q: 3 clusters Score -3093069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3093078.000000 Penalty: 5063.199707
	Iteration 160F: 3 clusters Score -3093078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3093075.000000 Penalty: 5063.199707
	Iteration 161Q: 3 clusters Score -3093075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3093080.750000 Penalty: 5063.199707
	Iteration 162Q: 3 clusters Score -3093081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3093095.000000 Penalty: 5063.199707
	Iteration 163Q: 3 clusters Score -3093095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3093102.000000 Penalty: 5063.199707
	Iteration 164Q: 3 clusters Score -3093102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3093113.000000 Penalty: 5063.199707
	Iteration 165Q: 3 clusters Score -3093113 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3093118.500000 Penalty: 5063.199707
	Iteration 166Q: 3 clusters Score -3093118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3093118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3093119.250000 Penalty: 5063.199707
	Iteration 168Q: 3 clusters Score -3093119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3093134.000000 Penalty: 5063.199707
	Iteration 169Q: 3 clusters Score -3093134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3093138.250000 Penalty: 5063.199707
	Iteration 170Q: 3 clusters Score -3093138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3093153.500000 Penalty: 5063.199707
	Iteration 171Q: 3 clusters Score -3093154 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3093161.750000 Penalty: 5063.199707
	Iteration 172Q: 3 clusters Score -3093162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3093164.250000 Penalty: 5063.199707
	Iteration 173Q: 3 clusters Score -3093164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3093172.500000 Penalty: 5063.199707
	Iteration 174Q: 3 clusters Score -3093172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3093180.250000 Penalty: 5063.199707
	Iteration 175Q: 3 clusters Score -3093180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3093188.500000 Penalty: 5063.199707
	Iteration 176Q: 3 clusters Score -3093188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3093184.750000 Penalty: 5063.199707
	Iteration 177Q: 3 clusters Score -3093185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3093190.500000 Penalty: 5063.199707
	Iteration 178Q: 3 clusters Score -3093190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3093204.750000 Penalty: 5063.199707
	Iteration 179Q: 3 clusters Score -3093205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3093206.750000 Penalty: 5063.199707
	Iteration 180F: 3 clusters Score -3093207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3093202.250000 Penalty: 5063.199707
	Iteration 181Q: 3 clusters Score -3093202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3093208.500000 Penalty: 5063.199707
	Iteration 182Q: 3 clusters Score -3093208 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24562 members 
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Entering Unmasked Estep 
Score: -3093211.000000 Penalty: 5063.199707
	Iteration 183Q: 3 clusters Score -3093211 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24595 members 
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Entering Unmasked Estep 
Score: -3093225.500000 Penalty: 5063.199707
	Iteration 184Q: 3 clusters Score -3093226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3093231.250000 Penalty: 5063.199707
	Iteration 185Q: 3 clusters Score -3093231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3093236.750000 Penalty: 5063.199707
	Iteration 186Q: 3 clusters Score -3093237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3093254.000000 Penalty: 5063.199707
	Iteration 187Q: 3 clusters Score -3093254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3093257.750000 Penalty: 5063.199707
	Iteration 188Q: 3 clusters Score -3093258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3093267.250000 Penalty: 5063.199707
	Iteration 189Q: 3 clusters Score -3093267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3093276.000000 Penalty: 5063.199707
	Iteration 190Q: 3 clusters Score -3093276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3093277.000000 Penalty: 5063.199707
	Iteration 191Q: 3 clusters Score -3093277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3093282.000000 Penalty: 5063.199707
	Iteration 192Q: 3 clusters Score -3093282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3093290.750000 Penalty: 5063.199707
	Iteration 193Q: 3 clusters Score -3093291 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24910 members 
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Entering Unmasked Estep 
Score: -3093294.750000 Penalty: 5063.199707
	Iteration 194Q: 3 clusters Score -3093295 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3093299.500000 Penalty: 5063.199707
	Iteration 195Q: 3 clusters Score -3093300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3093315.500000 Penalty: 5063.199707
	Iteration 196Q: 3 clusters Score -3093316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3093321.500000 Penalty: 5063.199707
	Iteration 197Q: 3 clusters Score -3093322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3093319.500000 Penalty: 5063.199707
	Iteration 198Q: 3 clusters Score -3093320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3093321.750000 Penalty: 5063.199707
	Iteration 199Q: 3 clusters Score -3093322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3093326.000000 Penalty: 5063.199707
	Iteration 200F: 3 clusters Score -3093326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3093319.500000 Penalty: 5063.199707
	Iteration 201Q: 3 clusters Score -3093320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3093323.250000 Penalty: 5063.199707
	Iteration 202Q: 3 clusters Score -3093323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3093321.500000 Penalty: 5063.199707
	Iteration 203Q: 3 clusters Score -3093322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3093326.500000 Penalty: 5063.199707
	Iteration 204Q: 3 clusters Score -3093326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3093327.250000 Penalty: 5063.199707
	Iteration 205Q: 3 clusters Score -3093327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3093331.250000 Penalty: 5063.199707
	Iteration 206Q: 3 clusters Score -3093331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3093333.500000 Penalty: 5063.199707
	Iteration 207Q: 3 clusters Score -3093334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3093335.500000 Penalty: 5063.199707
	Iteration 208Q: 3 clusters Score -3093336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3093338.500000 Penalty: 5063.199707
	Iteration 209Q: 3 clusters Score -3093338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3093339.750000 Penalty: 5063.199707
	Iteration 210Q: 3 clusters Score -3093340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3093346.250000 Penalty: 5063.199707
	Iteration 211Q: 3 clusters Score -3093346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3093350.000000 Penalty: 5063.199707
	Iteration 212Q: 3 clusters Score -3093350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3093345.750000 Penalty: 5063.199707
	Iteration 213Q: 3 clusters Score -3093346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3093357.250000 Penalty: 5063.199707
	Iteration 214Q: 3 clusters Score -3093357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3093359.750000 Penalty: 5063.199707
	Iteration 215Q: 3 clusters Score -3093360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3093363.750000 Penalty: 5063.199707
	Iteration 216Q: 3 clusters Score -3093364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3093366.750000 Penalty: 5063.199707
	Iteration 217Q: 3 clusters Score -3093367 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3093369.750000 Penalty: 5063.199707
	Iteration 218Q: 3 clusters Score -3093370 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3093379.750000 Penalty: 5063.199707
	Iteration 219Q: 3 clusters Score -3093380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3093373.000000 Penalty: 5063.199707
	Iteration 220F: 3 clusters Score -3093373 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3093377.000000 Penalty: 5063.199707
	Iteration 221Q: 3 clusters Score -3093377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3093376.250000 Penalty: 5063.199707
	Iteration 222Q: 3 clusters Score -3093376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3093377.500000 Penalty: 5063.199707
	Iteration 223Q: 3 clusters Score -3093378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3093375.250000 Penalty: 5063.199707
	Iteration 224Q: 3 clusters Score -3093375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3093378.000000 Penalty: 5063.199707
	Iteration 225Q: 3 clusters Score -3093378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3093382.000000 Penalty: 5063.199707
	Iteration 226Q: 3 clusters Score -3093382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3093382.250000 Penalty: 5063.199707
	Iteration 227Q: 3 clusters Score -3093382 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3093382.750000 Penalty: 5063.199707
	Iteration 228Q: 3 clusters Score -3093383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3093384.000000 Penalty: 5063.199707
	Iteration 229Q: 3 clusters Score -3093384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3093384.250000 Penalty: 5063.199707
	Iteration 230Q: 3 clusters Score -3093384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3093384.000000 Penalty: 5063.199707
	Iteration 231Q: 3 clusters Score -3093384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3093384.750000 Penalty: 5063.199707
	Iteration 232Q: 3 clusters Score -3093385 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3093388.750000 Penalty: 5063.199707
	Iteration 233Q: 3 clusters Score -3093389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3093395.000000 Penalty: 5063.199707
	Iteration 234Q: 3 clusters Score -3093395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3093392.000000 Penalty: 5063.199707
	Iteration 235Q: 3 clusters Score -3093392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3093391.750000 Penalty: 5063.199707
	Iteration 236Q: 3 clusters Score -3093392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3093390.750000 Penalty: 5063.199707
	Iteration 237Q: 3 clusters Score -3093391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3093392.500000 Penalty: 5063.199707
	Iteration 238Q: 3 clusters Score -3093392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3093392.500000 Penalty: 5063.199707
	Iteration 239F: 3 clusters Score -3093392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Entering Unmasked Estep 
Score: -2135081.500000 Penalty: 2439.979980
	Iteration 0F: 2 clusters Score -2135082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2121759.250000 Penalty: 4879.959961
	Iteration 0F: 3 clusters Score -2121759 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2126136.000000 Penalty: 4879.959961
	Iteration 1F: 3 clusters Score -2126136 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2126452.000000 Penalty: 4879.959961
	Iteration 2F: 3 clusters Score -2126452 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2126711.500000 Penalty: 4879.959961
	Iteration 3Q: 3 clusters Score -2126712 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2126919.500000 Penalty: 4879.959961
	Iteration 4Q: 3 clusters Score -2126920 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2127102.750000 Penalty: 4879.959961
	Iteration 5Q: 3 clusters Score -2127103 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2127326.750000 Penalty: 4879.959961
	Iteration 6Q: 3 clusters Score -2127327 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2127574.500000 Penalty: 4879.959961
	Iteration 7Q: 3 clusters Score -2127574 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2127845.000000 Penalty: 4879.959961
	Iteration 8Q: 3 clusters Score -2127845 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2128152.250000 Penalty: 4879.959961
	Iteration 9Q: 3 clusters Score -2128152 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2128521.000000 Penalty: 4879.959961
	Iteration 10Q: 3 clusters Score -2128521 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2128924.750000 Penalty: 4879.959961
	Iteration 11Q: 3 clusters Score -2128925 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2129349.000000 Penalty: 4879.959961
	Iteration 12Q: 3 clusters Score -2129349 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2129802.000000 Penalty: 4879.959961
	Iteration 13Q: 3 clusters Score -2129802 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2130236.750000 Penalty: 4879.959961
	Iteration 14Q: 3 clusters Score -2130237 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2130571.250000 Penalty: 4879.959961
	Iteration 15Q: 3 clusters Score -2130571 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2130881.500000 Penalty: 4879.959961
	Iteration 16Q: 3 clusters Score -2130882 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2131108.500000 Penalty: 4879.959961
	Iteration 17Q: 3 clusters Score -2131108 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2131262.750000 Penalty: 4879.959961
	Iteration 18Q: 3 clusters Score -2131263 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2131361.000000 Penalty: 4879.959961
	Iteration 19Q: 3 clusters Score -2131361 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2131433.000000 Penalty: 4879.959961
	Iteration 20F: 3 clusters Score -2131433 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2131472.250000 Penalty: 4879.959961
	Iteration 21Q: 3 clusters Score -2131472 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2131503.000000 Penalty: 4879.959961
	Iteration 22Q: 3 clusters Score -2131503 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2131548.250000 Penalty: 4879.959961
	Iteration 23Q: 3 clusters Score -2131548 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2131567.500000 Penalty: 4879.959961
	Iteration 24Q: 3 clusters Score -2131568 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2131593.250000 Penalty: 4879.959961
	Iteration 25Q: 3 clusters Score -2131593 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2131608.250000 Penalty: 4879.959961
	Iteration 26Q: 3 clusters Score -2131608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2131623.000000 Penalty: 4879.959961
	Iteration 27Q: 3 clusters Score -2131623 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2131644.750000 Penalty: 4879.959961
	Iteration 28Q: 3 clusters Score -2131645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2131660.000000 Penalty: 4879.959961
	Iteration 29Q: 3 clusters Score -2131660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2131675.500000 Penalty: 4879.959961
	Iteration 30Q: 3 clusters Score -2131676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2131687.250000 Penalty: 4879.959961
	Iteration 31Q: 3 clusters Score -2131687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2131695.500000 Penalty: 4879.959961
	Iteration 32Q: 3 clusters Score -2131696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2131712.000000 Penalty: 4879.959961
	Iteration 33Q: 3 clusters Score -2131712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2131717.000000 Penalty: 4879.959961
	Iteration 34Q: 3 clusters Score -2131717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2131728.750000 Penalty: 4879.959961
	Iteration 35Q: 3 clusters Score -2131729 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2131742.750000 Penalty: 4879.959961
	Iteration 36Q: 3 clusters Score -2131743 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2131750.500000 Penalty: 4879.959961
	Iteration 37Q: 3 clusters Score -2131750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2131759.750000 Penalty: 4879.959961
	Iteration 38Q: 3 clusters Score -2131760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2131775.500000 Penalty: 4879.959961
	Iteration 39Q: 3 clusters Score -2131776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2131786.500000 Penalty: 4879.959961
	Iteration 40F: 3 clusters Score -2131786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2131802.250000 Penalty: 4879.959961
	Iteration 41Q: 3 clusters Score -2131802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2131810.750000 Penalty: 4879.959961
	Iteration 42Q: 3 clusters Score -2131811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2131819.500000 Penalty: 4879.959961
	Iteration 43Q: 3 clusters Score -2131820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2131817.250000 Penalty: 4879.959961
	Iteration 44Q: 3 clusters Score -2131817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2131823.500000 Penalty: 4879.959961
	Iteration 45Q: 3 clusters Score -2131824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2131835.500000 Penalty: 4879.959961
	Iteration 46Q: 3 clusters Score -2131836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2131844.250000 Penalty: 4879.959961
	Iteration 47Q: 3 clusters Score -2131844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2131852.250000 Penalty: 4879.959961
	Iteration 48Q: 3 clusters Score -2131852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2131859.500000 Penalty: 4879.959961
	Iteration 49Q: 3 clusters Score -2131860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2131877.500000 Penalty: 4879.959961
	Iteration 50Q: 3 clusters Score -2131878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2131897.250000 Penalty: 4879.959961
	Iteration 51Q: 3 clusters Score -2131897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2131913.000000 Penalty: 4879.959961
	Iteration 52Q: 3 clusters Score -2131913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2131939.750000 Penalty: 4879.959961
	Iteration 53Q: 3 clusters Score -2131940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2131956.750000 Penalty: 4879.959961
	Iteration 54Q: 3 clusters Score -2131957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2131976.250000 Penalty: 4879.959961
	Iteration 55Q: 3 clusters Score -2131976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2131990.500000 Penalty: 4879.959961
	Iteration 56Q: 3 clusters Score -2131990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2132013.750000 Penalty: 4879.959961
	Iteration 57Q: 3 clusters Score -2132014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2132034.250000 Penalty: 4879.959961
	Iteration 58Q: 3 clusters Score -2132034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2132051.000000 Penalty: 4879.959961
	Iteration 59Q: 3 clusters Score -2132051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2132065.750000 Penalty: 4879.959961
	Iteration 60F: 3 clusters Score -2132066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2132088.000000 Penalty: 4879.959961
	Iteration 61Q: 3 clusters Score -2132088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2132102.750000 Penalty: 4879.959961
	Iteration 62Q: 3 clusters Score -2132103 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2132115.750000 Penalty: 4879.959961
	Iteration 63Q: 3 clusters Score -2132116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2132136.500000 Penalty: 4879.959961
	Iteration 64Q: 3 clusters Score -2132136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2132158.250000 Penalty: 4879.959961
	Iteration 65Q: 3 clusters Score -2132158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2132183.000000 Penalty: 4879.959961
	Iteration 66Q: 3 clusters Score -2132183 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2132203.750000 Penalty: 4879.959961
	Iteration 67Q: 3 clusters Score -2132204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2132218.500000 Penalty: 4879.959961
	Iteration 68Q: 3 clusters Score -2132218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2132230.500000 Penalty: 4879.959961
	Iteration 69Q: 3 clusters Score -2132230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2132238.750000 Penalty: 4879.959961
	Iteration 70Q: 3 clusters Score -2132239 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2132258.750000 Penalty: 4879.959961
	Iteration 71Q: 3 clusters Score -2132259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2132272.750000 Penalty: 4879.959961
	Iteration 72Q: 3 clusters Score -2132273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2132289.750000 Penalty: 4879.959961
	Iteration 73Q: 3 clusters Score -2132290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2132302.250000 Penalty: 4879.959961
	Iteration 74Q: 3 clusters Score -2132302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2132332.250000 Penalty: 4879.959961
	Iteration 75Q: 3 clusters Score -2132332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2132357.250000 Penalty: 4879.959961
	Iteration 76Q: 3 clusters Score -2132357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2132377.000000 Penalty: 4879.959961
	Iteration 77Q: 3 clusters Score -2132377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2132399.500000 Penalty: 4879.959961
	Iteration 78Q: 3 clusters Score -2132400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2132420.250000 Penalty: 4879.959961
	Iteration 79Q: 3 clusters Score -2132420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2132451.250000 Penalty: 4879.959961
	Iteration 80F: 3 clusters Score -2132451 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2132479.750000 Penalty: 4879.959961
	Iteration 81Q: 3 clusters Score -2132480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2132514.000000 Penalty: 4879.959961
	Iteration 82Q: 3 clusters Score -2132514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2132544.500000 Penalty: 4879.959961
	Iteration 83Q: 3 clusters Score -2132544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2132577.000000 Penalty: 4879.959961
	Iteration 84Q: 3 clusters Score -2132577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2132608.750000 Penalty: 4879.959961
	Iteration 85Q: 3 clusters Score -2132609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2132630.250000 Penalty: 4879.959961
	Iteration 86Q: 3 clusters Score -2132630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2132663.500000 Penalty: 4879.959961
	Iteration 87Q: 3 clusters Score -2132664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2132690.250000 Penalty: 4879.959961
	Iteration 88Q: 3 clusters Score -2132690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2132722.000000 Penalty: 4879.959961
	Iteration 89Q: 3 clusters Score -2132722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2132746.500000 Penalty: 4879.959961
	Iteration 90Q: 3 clusters Score -2132746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2132767.500000 Penalty: 4879.959961
	Iteration 91Q: 3 clusters Score -2132768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2132776.750000 Penalty: 4879.959961
	Iteration 92Q: 3 clusters Score -2132777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2132797.000000 Penalty: 4879.959961
	Iteration 93Q: 3 clusters Score -2132797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2132819.500000 Penalty: 4879.959961
	Iteration 94Q: 3 clusters Score -2132820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2132844.500000 Penalty: 4879.959961
	Iteration 95Q: 3 clusters Score -2132844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2132867.500000 Penalty: 4879.959961
	Iteration 96Q: 3 clusters Score -2132868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2132893.000000 Penalty: 4879.959961
	Iteration 97Q: 3 clusters Score -2132893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2132905.000000 Penalty: 4879.959961
	Iteration 98Q: 3 clusters Score -2132905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2132916.000000 Penalty: 4879.959961
	Iteration 99Q: 3 clusters Score -2132916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2132928.250000 Penalty: 4879.959961
	Iteration 100F: 3 clusters Score -2132928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2132938.500000 Penalty: 4879.959961
	Iteration 101Q: 3 clusters Score -2132938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2132946.000000 Penalty: 4879.959961
	Iteration 102Q: 3 clusters Score -2132946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2132963.500000 Penalty: 4879.959961
	Iteration 103Q: 3 clusters Score -2132964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2132982.500000 Penalty: 4879.959961
	Iteration 104Q: 3 clusters Score -2132982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2133003.250000 Penalty: 4879.959961
	Iteration 105Q: 3 clusters Score -2133003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2133027.750000 Penalty: 4879.959961
	Iteration 106Q: 3 clusters Score -2133028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2133047.750000 Penalty: 4879.959961
	Iteration 107Q: 3 clusters Score -2133048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2133066.500000 Penalty: 4879.959961
	Iteration 108Q: 3 clusters Score -2133066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2133080.250000 Penalty: 4879.959961
	Iteration 109Q: 3 clusters Score -2133080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2133090.500000 Penalty: 4879.959961
	Iteration 110Q: 3 clusters Score -2133090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2133096.750000 Penalty: 4879.959961
	Iteration 111Q: 3 clusters Score -2133097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2133102.250000 Penalty: 4879.959961
	Iteration 112Q: 3 clusters Score -2133102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2133109.000000 Penalty: 4879.959961
	Iteration 113Q: 3 clusters Score -2133109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2133116.750000 Penalty: 4879.959961
	Iteration 114Q: 3 clusters Score -2133117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2133123.750000 Penalty: 4879.959961
	Iteration 115Q: 3 clusters Score -2133124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2133125.500000 Penalty: 4879.959961
	Iteration 116Q: 3 clusters Score -2133126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2133125.000000 Penalty: 4879.959961
	Iteration 117Q: 3 clusters Score -2133125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2133125.750000 Penalty: 4879.959961
	Iteration 118Q: 3 clusters Score -2133126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2133125.750000 Penalty: 4879.959961
	Iteration 119F: 3 clusters Score -2133126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -980221.500000 Penalty: 2245.082031
	Iteration 0F: 2 clusters Score -980221.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -973481.812500 Penalty: 4490.164062
	Iteration 0F: 3 clusters Score -973481.8 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -975294.437500 Penalty: 4490.164062
	Iteration 1F: 3 clusters Score -975294.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -975577.562500 Penalty: 4490.164062
	Iteration 2F: 3 clusters Score -975577.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -975786.562500 Penalty: 4490.164062
	Iteration 3F: 3 clusters Score -975786.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -975955.875000 Penalty: 4490.164062
	Iteration 4Q: 3 clusters Score -975955.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -976088.125000 Penalty: 4490.164062
	Iteration 5Q: 3 clusters Score -976088.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -976225.375000 Penalty: 4490.164062
	Iteration 6Q: 3 clusters Score -976225.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -976392.312500 Penalty: 4490.164062
	Iteration 7Q: 3 clusters Score -976392.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -976581.187500 Penalty: 4490.164062
	Iteration 8Q: 3 clusters Score -976581.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -976786.125000 Penalty: 4490.164062
	Iteration 9Q: 3 clusters Score -976786.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -977000.250000 Penalty: 4490.164062
	Iteration 10Q: 3 clusters Score -977000.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -977241.187500 Penalty: 4490.164062
	Iteration 11Q: 3 clusters Score -977241.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -977482.125000 Penalty: 4490.164062
	Iteration 12Q: 3 clusters Score -977482.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -977692.250000 Penalty: 4490.164062
	Iteration 13Q: 3 clusters Score -977692.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -977866.500000 Penalty: 4490.164062
	Iteration 14Q: 3 clusters Score -977866.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -977997.750000 Penalty: 4490.164062
	Iteration 15Q: 3 clusters Score -977997.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -978095.375000 Penalty: 4490.164062
	Iteration 16Q: 3 clusters Score -978095.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -978158.250000 Penalty: 4490.164062
	Iteration 17Q: 3 clusters Score -978158.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -978200.437500 Penalty: 4490.164062
	Iteration 18Q: 3 clusters Score -978200.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -978238.562500 Penalty: 4490.164062
	Iteration 19Q: 3 clusters Score -978238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -978267.250000 Penalty: 4490.164062
	Iteration 20F: 3 clusters Score -978267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -978287.562500 Penalty: 4490.164062
	Iteration 21Q: 3 clusters Score -978287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -978300.125000 Penalty: 4490.164062
	Iteration 22Q: 3 clusters Score -978300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -978306.937500 Penalty: 4490.164062
	Iteration 23Q: 3 clusters Score -978306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -978311.687500 Penalty: 4490.164062
	Iteration 24Q: 3 clusters Score -978311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -978319.125000 Penalty: 4490.164062
	Iteration 25Q: 3 clusters Score -978319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -978318.937500 Penalty: 4490.164062
	Iteration 26Q: 3 clusters Score -978318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -978319.625000 Penalty: 4490.164062
	Iteration 27Q: 3 clusters Score -978319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -978321.812500 Penalty: 4490.164062
	Iteration 28Q: 3 clusters Score -978321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -978324.312500 Penalty: 4490.164062
	Iteration 29Q: 3 clusters Score -978324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -978325.750000 Penalty: 4490.164062
	Iteration 30Q: 3 clusters Score -978325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -978325.750000 Penalty: 4490.164062
	Iteration 31F: 3 clusters Score -978325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (227893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227893 members 
Entering Unmasked Estep 
Score: -25511802.000000 Penalty: 3059.484619
	Iteration 0F: 2 clusters Score -2.55118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114408 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -25363256.000000 Penalty: 6118.969238
	Iteration 0F: 3 clusters Score -2.536326e+07 nChanged 109998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122528 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -25428200.000000 Penalty: 6118.969238
	Iteration 1F: 3 clusters Score -2.54282e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -25430272.000000 Penalty: 6118.969238
	Iteration 2Q: 3 clusters Score -2.543027e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136277 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -25433894.000000 Penalty: 6118.969238
	Iteration 3Q: 3 clusters Score -2.543389e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -25440814.000000 Penalty: 6118.969238
	Iteration 4F: 3 clusters Score -2.544081e+07 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166262 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -25453464.000000 Penalty: 6118.969238
	Iteration 5F: 3 clusters Score -2.545346e+07 nChanged 21541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187743 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -25472962.000000 Penalty: 6118.969238
	Iteration 6F: 3 clusters Score -2.547296e+07 nChanged 20047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207742 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -25493210.000000 Penalty: 6118.969238
	Iteration 7F: 3 clusters Score -2.549321e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220243 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -25505392.000000 Penalty: 6118.969238
	Iteration 8F: 3 clusters Score -2.550539e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225161 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -25508660.000000 Penalty: 6118.969238
	Iteration 9Q: 3 clusters Score -2.550866e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226571 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -25509350.000000 Penalty: 6118.969238
	Iteration 10Q: 3 clusters Score -2.550935e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226954 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25509606.000000 Penalty: 6118.969238
	Iteration 11Q: 3 clusters Score -2.550961e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227066 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -25509730.000000 Penalty: 6118.969238
	Iteration 12Q: 3 clusters Score -2.550973e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227104 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -25509860.000000 Penalty: 6118.969238
	Iteration 13Q: 3 clusters Score -2.550986e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227102 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -25509942.000000 Penalty: 6118.969238
	Iteration 14Q: 3 clusters Score -2.550994e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227083 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -25510022.000000 Penalty: 6118.969238
	Iteration 15Q: 3 clusters Score -2.551002e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227065 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -25510044.000000 Penalty: 6118.969238
	Iteration 16Q: 3 clusters Score -2.551004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227046 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -25510074.000000 Penalty: 6118.969238
	Iteration 17Q: 3 clusters Score -2.551007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227041 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -25510124.000000 Penalty: 6118.969238
	Iteration 18Q: 3 clusters Score -2.551012e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227038 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25510106.000000 Penalty: 6118.969238
	Iteration 19Q: 3 clusters Score -2.551011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227030 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25510120.000000 Penalty: 6118.969238
	Iteration 20F: 3 clusters Score -2.551012e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227011 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -25510150.000000 Penalty: 6118.969238
	Iteration 21Q: 3 clusters Score -2.551015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226994 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25510156.000000 Penalty: 6118.969238
	Iteration 22Q: 3 clusters Score -2.551016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226989 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -25510196.000000 Penalty: 6118.969238
	Iteration 23Q: 3 clusters Score -2.55102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226986 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -25510228.000000 Penalty: 6118.969238
	Iteration 24Q: 3 clusters Score -2.551023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226973 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -25510244.000000 Penalty: 6118.969238
	Iteration 25Q: 3 clusters Score -2.551024e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226954 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25510252.000000 Penalty: 6118.969238
	Iteration 26Q: 3 clusters Score -2.551025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226944 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -25510276.000000 Penalty: 6118.969238
	Iteration 27Q: 3 clusters Score -2.551028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226934 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -25510304.000000 Penalty: 6118.969238
	Iteration 28Q: 3 clusters Score -2.55103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226928 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -25510294.000000 Penalty: 6118.969238
	Iteration 29Q: 3 clusters Score -2.551029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226916 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25510298.000000 Penalty: 6118.969238
	Iteration 30Q: 3 clusters Score -2.55103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226907 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -25510308.000000 Penalty: 6118.969238
	Iteration 31Q: 3 clusters Score -2.551031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226896 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -25510342.000000 Penalty: 6118.969238
	Iteration 32Q: 3 clusters Score -2.551034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226886 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -25510330.000000 Penalty: 6118.969238
	Iteration 33Q: 3 clusters Score -2.551033e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226869 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -25510348.000000 Penalty: 6118.969238
	Iteration 34Q: 3 clusters Score -2.551035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226853 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -25510358.000000 Penalty: 6118.969238
	Iteration 35Q: 3 clusters Score -2.551036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226843 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -25510368.000000 Penalty: 6118.969238
	Iteration 36Q: 3 clusters Score -2.551037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226841 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -25510360.000000 Penalty: 6118.969238
	Iteration 37Q: 3 clusters Score -2.551036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226839 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -25510368.000000 Penalty: 6118.969238
	Iteration 38Q: 3 clusters Score -2.551037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226837 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -25510372.000000 Penalty: 6118.969238
	Iteration 39Q: 3 clusters Score -2.551037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226836 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -25510364.000000 Penalty: 6118.969238
	Iteration 40F: 3 clusters Score -2.551036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226832 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -25510372.000000 Penalty: 6118.969238
	Iteration 41Q: 3 clusters Score -2.551037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226829 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -25510368.000000 Penalty: 6118.969238
	Iteration 42Q: 3 clusters Score -2.551037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226823 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -25510366.000000 Penalty: 6118.969238
	Iteration 43Q: 3 clusters Score -2.551037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226820 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -25510366.000000 Penalty: 6118.969238
	Iteration 44Q: 3 clusters Score -2.551037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226814 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -25510360.000000 Penalty: 6118.969238
	Iteration 45Q: 3 clusters Score -2.551036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226811 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -25510370.000000 Penalty: 6118.969238
	Iteration 46Q: 3 clusters Score -2.551037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226806 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -25510362.000000 Penalty: 6118.969238
	Iteration 47Q: 3 clusters Score -2.551036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226800 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25510366.000000 Penalty: 6118.969238
	Iteration 48Q: 3 clusters Score -2.551037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226798 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -25510370.000000 Penalty: 6118.969238
	Iteration 49Q: 3 clusters Score -2.551037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226796 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -25510374.000000 Penalty: 6118.969238
	Iteration 50Q: 3 clusters Score -2.551037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226797 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25510368.000000 Penalty: 6118.969238
	Iteration 51Q: 3 clusters Score -2.551037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226797 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25510374.000000 Penalty: 6118.969238
	Iteration 52Q: 3 clusters Score -2.551037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226794 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -25510366.000000 Penalty: 6118.969238
	Iteration 53Q: 3 clusters Score -2.551037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226792 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -25510380.000000 Penalty: 6118.969238
	Iteration 54Q: 3 clusters Score -2.551038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226788 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -25510386.000000 Penalty: 6118.969238
	Iteration 55Q: 3 clusters Score -2.551039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226786 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -25510386.000000 Penalty: 6118.969238
	Iteration 56Q: 3 clusters Score -2.551039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226784 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -25510384.000000 Penalty: 6118.969238
	Iteration 57Q: 3 clusters Score -2.551038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226784 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -25510384.000000 Penalty: 6118.969238
	Iteration 58F: 3 clusters Score -2.551038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86932.210938 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86932.21 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87296.367188 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87296.37 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87581.796875 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87581.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87920.140625 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -87920.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88127.554688 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -88127.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -88224.187500 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -88224.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88289.109375 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -88289.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -88353.484375 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -88353.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -88416.617188 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -88416.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -88457.015625 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88457.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -88486.664062 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88486.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -88509.484375 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88509.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -88517.617188 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88517.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -88520.804688 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -88520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -88532.515625 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -88532.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -88536.679688 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -88536.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -88546.117188 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -88546.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88554.359375 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -88554.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88554.359375 Penalty: 3342.123535
	Iteration 18F: 3 clusters Score -88554.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Entering Unmasked Estep 
Score: -6170370.000000 Penalty: 2704.563477
	Iteration 0F: 2 clusters Score -6170370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -6133763.500000 Penalty: 5409.126953
	Iteration 0F: 3 clusters Score -6133764 nChanged 25172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -6147806.500000 Penalty: 5409.126953
	Iteration 1F: 3 clusters Score -6147806 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -6148293.000000 Penalty: 5409.126953
	Iteration 2Q: 3 clusters Score -6148293 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6148674.000000 Penalty: 5409.126953
	Iteration 3Q: 3 clusters Score -6148674 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -6149053.500000 Penalty: 5409.126953
	Iteration 4Q: 3 clusters Score -6149054 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -6149325.500000 Penalty: 5409.126953
	Iteration 5Q: 3 clusters Score -6149326 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -6149591.000000 Penalty: 5409.126953
	Iteration 6Q: 3 clusters Score -6149591 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -6149890.500000 Penalty: 5409.126953
	Iteration 7Q: 3 clusters Score -6149890 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -6150192.000000 Penalty: 5409.126953
	Iteration 8Q: 3 clusters Score -6150192 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -6150503.000000 Penalty: 5409.126953
	Iteration 9Q: 3 clusters Score -6150503 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -6150986.500000 Penalty: 5409.126953
	Iteration 10Q: 3 clusters Score -6150986 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -6151697.500000 Penalty: 5409.126953
	Iteration 11Q: 3 clusters Score -6151698 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -6152699.500000 Penalty: 5409.126953
	Iteration 12Q: 3 clusters Score -6152700 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -6154270.000000 Penalty: 5409.126953
	Iteration 13Q: 3 clusters Score -6154270 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -6156635.000000 Penalty: 5409.126953
	Iteration 14F: 3 clusters Score -6156635 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -6159666.500000 Penalty: 5409.126953
	Iteration 15F: 3 clusters Score -6159666 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6162861.000000 Penalty: 5409.126953
	Iteration 16F: 3 clusters Score -6162861 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6165269.500000 Penalty: 5409.126953
	Iteration 17F: 3 clusters Score -6165270 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -6166611.500000 Penalty: 5409.126953
	Iteration 18Q: 3 clusters Score -6166612 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -6167336.000000 Penalty: 5409.126953
	Iteration 19Q: 3 clusters Score -6167336 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -6167640.500000 Penalty: 5409.126953
	Iteration 20F: 3 clusters Score -6167640 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -6167789.500000 Penalty: 5409.126953
	Iteration 21Q: 3 clusters Score -6167790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6167871.500000 Penalty: 5409.126953
	Iteration 22Q: 3 clusters Score -6167872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -6167915.500000 Penalty: 5409.126953
	Iteration 23Q: 3 clusters Score -6167916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6167959.000000 Penalty: 5409.126953
	Iteration 24Q: 3 clusters Score -6167959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -6167985.500000 Penalty: 5409.126953
	Iteration 25Q: 3 clusters Score -6167986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -6168022.500000 Penalty: 5409.126953
	Iteration 26Q: 3 clusters Score -6168022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -6168056.500000 Penalty: 5409.126953
	Iteration 27Q: 3 clusters Score -6168056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -6168063.000000 Penalty: 5409.126953
	Iteration 28Q: 3 clusters Score -6168063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -6168063.500000 Penalty: 5409.126953
	Iteration 29Q: 3 clusters Score -6168064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -6168068.000000 Penalty: 5409.126953
	Iteration 30Q: 3 clusters Score -6168068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -6168065.000000 Penalty: 5409.126953
	Iteration 31Q: 3 clusters Score -6168065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -6168063.000000 Penalty: 5409.126953
	Iteration 32Q: 3 clusters Score -6168063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -6168074.000000 Penalty: 5409.126953
	Iteration 33Q: 3 clusters Score -6168074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -6168083.000000 Penalty: 5409.126953
	Iteration 34Q: 3 clusters Score -6168083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -6168084.500000 Penalty: 5409.126953
	Iteration 35Q: 3 clusters Score -6168084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -6168084.500000 Penalty: 5409.126953
	Iteration 36F: 3 clusters Score -6168084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -105994.015625 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -105994 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 491 members 
Entering Unmasked Estep 
Score: -104021.101562 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -104021.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104317.132812 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -104317.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104420.703125 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -104420.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104492.773438 Penalty: 3439.460938
	Iteration 3Q: 3 clusters Score -104492.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104546.804688 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -104546.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104612.390625 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -104612.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104662.914062 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -104662.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104694.085938 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -104694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104720.609375 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -104720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104740.609375 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -104740.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104757.867188 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -104757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104769.531250 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -104769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104780.765625 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -104780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104795.953125 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -104796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104799.867188 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -104799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -104805.757812 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -104805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104814.281250 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -104814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104831.796875 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -104831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104840.648438 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -104840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104846.265625 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -104846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104851.476562 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -104851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104856.304688 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -104856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104861.156250 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -104861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -104870.312500 Penalty: 3439.460938
	Iteration 23Q: 3 clusters Score -104870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -104877.531250 Penalty: 3439.460938
	Iteration 24Q: 3 clusters Score -104877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104890.656250 Penalty: 3439.460938
	Iteration 25Q: 3 clusters Score -104890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104903.796875 Penalty: 3439.460938
	Iteration 26Q: 3 clusters Score -104903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104924.125000 Penalty: 3439.460938
	Iteration 27Q: 3 clusters Score -104924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104940.921875 Penalty: 3439.460938
	Iteration 28Q: 3 clusters Score -104940.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104953.281250 Penalty: 3439.460938
	Iteration 29Q: 3 clusters Score -104953.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104975.078125 Penalty: 3439.460938
	Iteration 30Q: 3 clusters Score -104975.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105011.312500 Penalty: 3439.460938
	Iteration 31Q: 3 clusters Score -105011.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -105105.289062 Penalty: 3439.460938
	Iteration 32Q: 3 clusters Score -105105.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105338.187500 Penalty: 3439.460938
	Iteration 33Q: 3 clusters Score -105338.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105624.945312 Penalty: 3439.460938
	Iteration 34Q: 3 clusters Score -105624.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105738.015625 Penalty: 3439.460938
	Iteration 35Q: 3 clusters Score -105738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105792.828125 Penalty: 3439.460938
	Iteration 36Q: 3 clusters Score -105792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -105834.718750 Penalty: 3439.460938
	Iteration 37Q: 3 clusters Score -105834.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -105855.929688 Penalty: 3439.460938
	Iteration 38Q: 3 clusters Score -105855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105863.078125 Penalty: 3439.460938
	Iteration 39Q: 3 clusters Score -105863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105864.507812 Penalty: 3439.460938
	Iteration 40F: 3 clusters Score -105864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105865.625000 Penalty: 3439.460938
	Iteration 41Q: 3 clusters Score -105865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105865.625000 Penalty: 3439.460938
	Iteration 42F: 3 clusters Score -105865.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Entering Unmasked Estep 
Score: -2021740.750000 Penalty: 2428.442871
	Iteration 0F: 2 clusters Score -2021741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2008936.000000 Penalty: 4856.885742
	Iteration 0F: 3 clusters Score -2008936 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2013052.750000 Penalty: 4856.885742
	Iteration 1F: 3 clusters Score -2013053 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2013507.250000 Penalty: 4856.885742
	Iteration 2F: 3 clusters Score -2013507 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2014037.625000 Penalty: 4856.885742
	Iteration 3F: 3 clusters Score -2014038 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2014730.500000 Penalty: 4856.885742
	Iteration 4F: 3 clusters Score -2014730 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2015531.500000 Penalty: 4856.885742
	Iteration 5F: 3 clusters Score -2015532 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2016467.500000 Penalty: 4856.885742
	Iteration 6F: 3 clusters Score -2016468 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2017399.250000 Penalty: 4856.885742
	Iteration 7F: 3 clusters Score -2017399 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2018173.875000 Penalty: 4856.885742
	Iteration 8F: 3 clusters Score -2018174 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2018723.750000 Penalty: 4856.885742
	Iteration 9Q: 3 clusters Score -2018724 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2019108.500000 Penalty: 4856.885742
	Iteration 10Q: 3 clusters Score -2019108 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2019352.000000 Penalty: 4856.885742
	Iteration 11Q: 3 clusters Score -2019352 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2019524.125000 Penalty: 4856.885742
	Iteration 12Q: 3 clusters Score -2019524 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2019659.000000 Penalty: 4856.885742
	Iteration 13Q: 3 clusters Score -2019659 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2019751.500000 Penalty: 4856.885742
	Iteration 14Q: 3 clusters Score -2019752 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2019826.375000 Penalty: 4856.885742
	Iteration 15Q: 3 clusters Score -2019826 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2019885.625000 Penalty: 4856.885742
	Iteration 16Q: 3 clusters Score -2019886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2019936.125000 Penalty: 4856.885742
	Iteration 17Q: 3 clusters Score -2019936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2019975.000000 Penalty: 4856.885742
	Iteration 18Q: 3 clusters Score -2019975 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2020014.500000 Penalty: 4856.885742
	Iteration 19Q: 3 clusters Score -2020014 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2020041.125000 Penalty: 4856.885742
	Iteration 20F: 3 clusters Score -2020041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2020056.625000 Penalty: 4856.885742
	Iteration 21Q: 3 clusters Score -2020057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2020069.375000 Penalty: 4856.885742
	Iteration 22Q: 3 clusters Score -2020069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2020070.875000 Penalty: 4856.885742
	Iteration 23Q: 3 clusters Score -2020071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2020077.500000 Penalty: 4856.885742
	Iteration 24Q: 3 clusters Score -2020078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2020085.500000 Penalty: 4856.885742
	Iteration 25Q: 3 clusters Score -2020086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2020100.125000 Penalty: 4856.885742
	Iteration 26Q: 3 clusters Score -2020100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2020109.125000 Penalty: 4856.885742
	Iteration 27Q: 3 clusters Score -2020109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2020123.250000 Penalty: 4856.885742
	Iteration 28Q: 3 clusters Score -2020123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2020134.875000 Penalty: 4856.885742
	Iteration 29Q: 3 clusters Score -2020135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2020139.625000 Penalty: 4856.885742
	Iteration 30Q: 3 clusters Score -2020140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2020150.500000 Penalty: 4856.885742
	Iteration 31Q: 3 clusters Score -2020150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2020153.000000 Penalty: 4856.885742
	Iteration 32Q: 3 clusters Score -2020153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2020163.250000 Penalty: 4856.885742
	Iteration 33Q: 3 clusters Score -2020163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2020169.875000 Penalty: 4856.885742
	Iteration 34Q: 3 clusters Score -2020170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2020174.375000 Penalty: 4856.885742
	Iteration 35Q: 3 clusters Score -2020174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2020177.125000 Penalty: 4856.885742
	Iteration 36Q: 3 clusters Score -2020177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2020182.750000 Penalty: 4856.885742
	Iteration 37Q: 3 clusters Score -2020183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2020186.250000 Penalty: 4856.885742
	Iteration 38Q: 3 clusters Score -2020186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2020185.250000 Penalty: 4856.885742
	Iteration 39Q: 3 clusters Score -2020185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2020193.625000 Penalty: 4856.885742
	Iteration 40F: 3 clusters Score -2020194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2020199.750000 Penalty: 4856.885742
	Iteration 41Q: 3 clusters Score -2020200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2020199.125000 Penalty: 4856.885742
	Iteration 42Q: 3 clusters Score -2020199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2020206.625000 Penalty: 4856.885742
	Iteration 43Q: 3 clusters Score -2020207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2020208.000000 Penalty: 4856.885742
	Iteration 44Q: 3 clusters Score -2020208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2020208.125000 Penalty: 4856.885742
	Iteration 45Q: 3 clusters Score -2020208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2020211.875000 Penalty: 4856.885742
	Iteration 46Q: 3 clusters Score -2020212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2020214.500000 Penalty: 4856.885742
	Iteration 47Q: 3 clusters Score -2020214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2020216.000000 Penalty: 4856.885742
	Iteration 48Q: 3 clusters Score -2020216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2020221.750000 Penalty: 4856.885742
	Iteration 49Q: 3 clusters Score -2020222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2020230.375000 Penalty: 4856.885742
	Iteration 50Q: 3 clusters Score -2020230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2020237.750000 Penalty: 4856.885742
	Iteration 51Q: 3 clusters Score -2020238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2020242.250000 Penalty: 4856.885742
	Iteration 52Q: 3 clusters Score -2020242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2020244.250000 Penalty: 4856.885742
	Iteration 53Q: 3 clusters Score -2020244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2020242.875000 Penalty: 4856.885742
	Iteration 54Q: 3 clusters Score -2020243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2020248.000000 Penalty: 4856.885742
	Iteration 55Q: 3 clusters Score -2020248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2020253.750000 Penalty: 4856.885742
	Iteration 56Q: 3 clusters Score -2020254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2020254.750000 Penalty: 4856.885742
	Iteration 57Q: 3 clusters Score -2020255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2020258.750000 Penalty: 4856.885742
	Iteration 58Q: 3 clusters Score -2020259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2020265.500000 Penalty: 4856.885742
	Iteration 59Q: 3 clusters Score -2020266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2020265.750000 Penalty: 4856.885742
	Iteration 60F: 3 clusters Score -2020266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2020270.625000 Penalty: 4856.885742
	Iteration 61Q: 3 clusters Score -2020271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2020269.500000 Penalty: 4856.885742
	Iteration 62Q: 3 clusters Score -2020270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2020271.625000 Penalty: 4856.885742
	Iteration 63Q: 3 clusters Score -2020272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2020274.250000 Penalty: 4856.885742
	Iteration 64Q: 3 clusters Score -2020274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2020274.000000 Penalty: 4856.885742
	Iteration 65Q: 3 clusters Score -2020274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2020278.250000 Penalty: 4856.885742
	Iteration 66Q: 3 clusters Score -2020278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2020283.250000 Penalty: 4856.885742
	Iteration 67Q: 3 clusters Score -2020283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2020288.500000 Penalty: 4856.885742
	Iteration 68Q: 3 clusters Score -2020288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2020287.750000 Penalty: 4856.885742
	Iteration 69Q: 3 clusters Score -2020288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2020294.375000 Penalty: 4856.885742
	Iteration 70Q: 3 clusters Score -2020294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2020295.625000 Penalty: 4856.885742
	Iteration 71Q: 3 clusters Score -2020296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2020304.375000 Penalty: 4856.885742
	Iteration 72Q: 3 clusters Score -2020304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2020314.875000 Penalty: 4856.885742
	Iteration 73Q: 3 clusters Score -2020315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2020325.500000 Penalty: 4856.885742
	Iteration 74Q: 3 clusters Score -2020326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2020328.750000 Penalty: 4856.885742
	Iteration 75Q: 3 clusters Score -2020329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2020328.375000 Penalty: 4856.885742
	Iteration 76Q: 3 clusters Score -2020328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2020330.250000 Penalty: 4856.885742
	Iteration 77Q: 3 clusters Score -2020330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2020330.500000 Penalty: 4856.885742
	Iteration 78Q: 3 clusters Score -2020330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2020330.625000 Penalty: 4856.885742
	Iteration 79Q: 3 clusters Score -2020331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2020333.125000 Penalty: 4856.885742
	Iteration 80F: 3 clusters Score -2020333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2020331.500000 Penalty: 4856.885742
	Iteration 81Q: 3 clusters Score -2020332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2020334.250000 Penalty: 4856.885742
	Iteration 82Q: 3 clusters Score -2020334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2020340.125000 Penalty: 4856.885742
	Iteration 83Q: 3 clusters Score -2020340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2020338.000000 Penalty: 4856.885742
	Iteration 84Q: 3 clusters Score -2020338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2020336.875000 Penalty: 4856.885742
	Iteration 85Q: 3 clusters Score -2020337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2020336.875000 Penalty: 4856.885742
	Iteration 86F: 3 clusters Score -2020337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -206898.421875 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -206898.4 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 968 members 
Entering Unmasked Estep 
Score: -204341.765625 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -204341.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -204817.468750 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -204817.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -204932.140625 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -204932.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -204987.062500 Penalty: 3744.344971
	Iteration 3Q: 3 clusters Score -204987.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -205021.062500 Penalty: 3744.344971
	Iteration 4Q: 3 clusters Score -205021.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -205068.234375 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -205068.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -205120.468750 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -205120.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -205178.375000 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -205178.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -205236.187500 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -205236.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -205311.828125 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -205311.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -205408.796875 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -205408.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -205535.171875 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -205535.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -205720.343750 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -205720.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -205946.421875 Penalty: 3744.344971
	Iteration 13F: 3 clusters Score -205946.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -206120.109375 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -206120.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -206191.468750 Penalty: 3744.344971
	Iteration 15Q: 3 clusters Score -206191.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -206221.890625 Penalty: 3744.344971
	Iteration 16Q: 3 clusters Score -206221.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -206231.953125 Penalty: 3744.344971
	Iteration 17Q: 3 clusters Score -206232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206243.062500 Penalty: 3744.344971
	Iteration 18Q: 3 clusters Score -206243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -206248.921875 Penalty: 3744.344971
	Iteration 19Q: 3 clusters Score -206248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -206251.765625 Penalty: 3744.344971
	Iteration 20F: 3 clusters Score -206251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -206255.734375 Penalty: 3744.344971
	Iteration 21Q: 3 clusters Score -206255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -206260.765625 Penalty: 3744.344971
	Iteration 22Q: 3 clusters Score -206260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -206265.750000 Penalty: 3744.344971
	Iteration 23Q: 3 clusters Score -206265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -206272.812500 Penalty: 3744.344971
	Iteration 24Q: 3 clusters Score -206272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -206281.203125 Penalty: 3744.344971
	Iteration 25Q: 3 clusters Score -206281.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -206294.218750 Penalty: 3744.344971
	Iteration 26Q: 3 clusters Score -206294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -206308.250000 Penalty: 3744.344971
	Iteration 27Q: 3 clusters Score -206308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -206319.015625 Penalty: 3744.344971
	Iteration 28Q: 3 clusters Score -206319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -206321.156250 Penalty: 3744.344971
	Iteration 29Q: 3 clusters Score -206321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -206322.328125 Penalty: 3744.344971
	Iteration 30Q: 3 clusters Score -206322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -206323.703125 Penalty: 3744.344971
	Iteration 31Q: 3 clusters Score -206323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -206324.125000 Penalty: 3744.344971
	Iteration 32Q: 3 clusters Score -206324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -206325.078125 Penalty: 3744.344971
	Iteration 33Q: 3 clusters Score -206325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -206326.046875 Penalty: 3744.344971
	Iteration 34Q: 3 clusters Score -206326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -206326.828125 Penalty: 3744.344971
	Iteration 35Q: 3 clusters Score -206326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -206328.453125 Penalty: 3744.344971
	Iteration 36Q: 3 clusters Score -206328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -206330.312500 Penalty: 3744.344971
	Iteration 37Q: 3 clusters Score -206330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -206333.093750 Penalty: 3744.344971
	Iteration 38Q: 3 clusters Score -206333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206335.343750 Penalty: 3744.344971
	Iteration 39Q: 3 clusters Score -206335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -206341.812500 Penalty: 3744.344971
	Iteration 40F: 3 clusters Score -206341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -206350.203125 Penalty: 3744.344971
	Iteration 41Q: 3 clusters Score -206350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -206359.046875 Penalty: 3744.344971
	Iteration 42Q: 3 clusters Score -206359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -206365.312500 Penalty: 3744.344971
	Iteration 43Q: 3 clusters Score -206365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -206371.421875 Penalty: 3744.344971
	Iteration 44Q: 3 clusters Score -206371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -206379.328125 Penalty: 3744.344971
	Iteration 45Q: 3 clusters Score -206379.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -206390.109375 Penalty: 3744.344971
	Iteration 46Q: 3 clusters Score -206390.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -206402.250000 Penalty: 3744.344971
	Iteration 47Q: 3 clusters Score -206402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -206415.343750 Penalty: 3744.344971
	Iteration 48Q: 3 clusters Score -206415.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -206436.046875 Penalty: 3744.344971
	Iteration 49Q: 3 clusters Score -206436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -206454.125000 Penalty: 3744.344971
	Iteration 50Q: 3 clusters Score -206454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -206473.828125 Penalty: 3744.344971
	Iteration 51Q: 3 clusters Score -206473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -206502.375000 Penalty: 3744.344971
	Iteration 52Q: 3 clusters Score -206502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -206515.421875 Penalty: 3744.344971
	Iteration 53Q: 3 clusters Score -206515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -206523.515625 Penalty: 3744.344971
	Iteration 54Q: 3 clusters Score -206523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -206525.750000 Penalty: 3744.344971
	Iteration 55Q: 3 clusters Score -206525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -206525.750000 Penalty: 3744.344971
	Iteration 56F: 3 clusters Score -206525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Entering Unmasked Estep 
Score: -1798360.250000 Penalty: 2409.705811
	Iteration 0F: 2 clusters Score -1798360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1786422.875000 Penalty: 4819.411621
	Iteration 0F: 3 clusters Score -1786423 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1790392.000000 Penalty: 4819.411621
	Iteration 1F: 3 clusters Score -1790392 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1790879.750000 Penalty: 4819.411621
	Iteration 2F: 3 clusters Score -1790880 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1791413.250000 Penalty: 4819.411621
	Iteration 3F: 3 clusters Score -1791413 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1792037.750000 Penalty: 4819.411621
	Iteration 4F: 3 clusters Score -1792038 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1792702.125000 Penalty: 4819.411621
	Iteration 5F: 3 clusters Score -1792702 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1793381.000000 Penalty: 4819.411621
	Iteration 6F: 3 clusters Score -1793381 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1793989.000000 Penalty: 4819.411621
	Iteration 7F: 3 clusters Score -1793989 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1794450.500000 Penalty: 4819.411621
	Iteration 8Q: 3 clusters Score -1794450 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1794885.125000 Penalty: 4819.411621
	Iteration 9Q: 3 clusters Score -1794885 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1795316.375000 Penalty: 4819.411621
	Iteration 10Q: 3 clusters Score -1795316 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1795682.125000 Penalty: 4819.411621
	Iteration 11Q: 3 clusters Score -1795682 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1796004.000000 Penalty: 4819.411621
	Iteration 12Q: 3 clusters Score -1796004 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1796244.500000 Penalty: 4819.411621
	Iteration 13Q: 3 clusters Score -1796244 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1796405.250000 Penalty: 4819.411621
	Iteration 14Q: 3 clusters Score -1796405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1796480.125000 Penalty: 4819.411621
	Iteration 15Q: 3 clusters Score -1796480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1796540.125000 Penalty: 4819.411621
	Iteration 16Q: 3 clusters Score -1796540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1796574.875000 Penalty: 4819.411621
	Iteration 17Q: 3 clusters Score -1796575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1796597.250000 Penalty: 4819.411621
	Iteration 18Q: 3 clusters Score -1796597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1796624.125000 Penalty: 4819.411621
	Iteration 19Q: 3 clusters Score -1796624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1796641.125000 Penalty: 4819.411621
	Iteration 20F: 3 clusters Score -1796641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1796651.125000 Penalty: 4819.411621
	Iteration 21Q: 3 clusters Score -1796651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1796660.875000 Penalty: 4819.411621
	Iteration 22Q: 3 clusters Score -1796661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1796668.000000 Penalty: 4819.411621
	Iteration 23Q: 3 clusters Score -1796668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1796669.125000 Penalty: 4819.411621
	Iteration 24Q: 3 clusters Score -1796669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1796669.125000 Penalty: 4819.411621
	Iteration 25F: 3 clusters Score -1796669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1067379.625000 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -1067380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1060071.500000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -1060072 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1062061.125000 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -1062061 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1062304.500000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -1062304 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1062497.250000 Penalty: 4539.796875
	Iteration 3Q: 3 clusters Score -1062497 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1062668.875000 Penalty: 4539.796875
	Iteration 4Q: 3 clusters Score -1062669 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1062825.125000 Penalty: 4539.796875
	Iteration 5Q: 3 clusters Score -1062825 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1062998.625000 Penalty: 4539.796875
	Iteration 6Q: 3 clusters Score -1062999 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1063195.625000 Penalty: 4539.796875
	Iteration 7Q: 3 clusters Score -1063196 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1063432.500000 Penalty: 4539.796875
	Iteration 8Q: 3 clusters Score -1063432 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1063735.000000 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -1063735 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1064105.500000 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -1064106 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1064594.250000 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -1064594 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1065206.000000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -1065206 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1065641.375000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -1065641 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1065923.375000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -1065923 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1066096.875000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -1066097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1066176.500000 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -1066176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1066211.125000 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -1066211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1066232.125000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -1066232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1066241.375000 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -1066241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1066250.500000 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -1066250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1066257.000000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -1066257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1066260.875000 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -1066261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1066265.000000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -1066265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1066269.250000 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -1066269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1066271.250000 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -1066271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1066272.375000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -1066272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1066272.375000 Penalty: 4539.796875
	Iteration 27F: 3 clusters Score -1066272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Entering Unmasked Estep 
Score: -4294190.500000 Penalty: 2613.679932
	Iteration 0F: 2 clusters Score -4294190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4268621.500000 Penalty: 5227.359863
	Iteration 0F: 3 clusters Score -4268622 nChanged 17096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4278096.000000 Penalty: 5227.359863
	Iteration 1F: 3 clusters Score -4278096 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4278677.000000 Penalty: 5227.359863
	Iteration 2Q: 3 clusters Score -4278677 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4279373.500000 Penalty: 5227.359863
	Iteration 3Q: 3 clusters Score -4279374 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4280296.500000 Penalty: 5227.359863
	Iteration 4F: 3 clusters Score -4280296 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4281603.500000 Penalty: 5227.359863
	Iteration 5F: 3 clusters Score -4281604 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4283567.000000 Penalty: 5227.359863
	Iteration 6F: 3 clusters Score -4283567 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4286139.000000 Penalty: 5227.359863
	Iteration 7F: 3 clusters Score -4286139 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -4288507.500000 Penalty: 5227.359863
	Iteration 8F: 3 clusters Score -4288508 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4290203.500000 Penalty: 5227.359863
	Iteration 9Q: 3 clusters Score -4290204 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4291069.000000 Penalty: 5227.359863
	Iteration 10Q: 3 clusters Score -4291069 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4291499.000000 Penalty: 5227.359863
	Iteration 11Q: 3 clusters Score -4291499 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4291742.500000 Penalty: 5227.359863
	Iteration 12Q: 3 clusters Score -4291742 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4291885.500000 Penalty: 5227.359863
	Iteration 13Q: 3 clusters Score -4291886 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4291970.000000 Penalty: 5227.359863
	Iteration 14Q: 3 clusters Score -4291970 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4292046.000000 Penalty: 5227.359863
	Iteration 15Q: 3 clusters Score -4292046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4292093.000000 Penalty: 5227.359863
	Iteration 16Q: 3 clusters Score -4292093 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4292130.500000 Penalty: 5227.359863
	Iteration 17Q: 3 clusters Score -4292130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4292150.500000 Penalty: 5227.359863
	Iteration 18Q: 3 clusters Score -4292150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4292173.500000 Penalty: 5227.359863
	Iteration 19Q: 3 clusters Score -4292174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4292202.000000 Penalty: 5227.359863
	Iteration 20F: 3 clusters Score -4292202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4292218.500000 Penalty: 5227.359863
	Iteration 21Q: 3 clusters Score -4292218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4292236.500000 Penalty: 5227.359863
	Iteration 22Q: 3 clusters Score -4292236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4292263.500000 Penalty: 5227.359863
	Iteration 23Q: 3 clusters Score -4292264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4292280.000000 Penalty: 5227.359863
	Iteration 24Q: 3 clusters Score -4292280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4292289.500000 Penalty: 5227.359863
	Iteration 25Q: 3 clusters Score -4292290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4292308.000000 Penalty: 5227.359863
	Iteration 26Q: 3 clusters Score -4292308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4292318.000000 Penalty: 5227.359863
	Iteration 27Q: 3 clusters Score -4292318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4292336.500000 Penalty: 5227.359863
	Iteration 28Q: 3 clusters Score -4292336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4292355.500000 Penalty: 5227.359863
	Iteration 29Q: 3 clusters Score -4292356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4292359.000000 Penalty: 5227.359863
	Iteration 30Q: 3 clusters Score -4292359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4292371.000000 Penalty: 5227.359863
	Iteration 31Q: 3 clusters Score -4292371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4292372.500000 Penalty: 5227.359863
	Iteration 32Q: 3 clusters Score -4292372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4292389.500000 Penalty: 5227.359863
	Iteration 33Q: 3 clusters Score -4292390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4292387.500000 Penalty: 5227.359863
	Iteration 34Q: 3 clusters Score -4292388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4292389.000000 Penalty: 5227.359863
	Iteration 35Q: 3 clusters Score -4292389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4292392.500000 Penalty: 5227.359863
	Iteration 36Q: 3 clusters Score -4292392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4292401.500000 Penalty: 5227.359863
	Iteration 37Q: 3 clusters Score -4292402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4292396.000000 Penalty: 5227.359863
	Iteration 38Q: 3 clusters Score -4292396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4292401.000000 Penalty: 5227.359863
	Iteration 39Q: 3 clusters Score -4292401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4292403.500000 Penalty: 5227.359863
	Iteration 40F: 3 clusters Score -4292404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4292405.000000 Penalty: 5227.359863
	Iteration 41Q: 3 clusters Score -4292405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4292408.000000 Penalty: 5227.359863
	Iteration 42Q: 3 clusters Score -4292408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4292411.000000 Penalty: 5227.359863
	Iteration 43Q: 3 clusters Score -4292411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4292414.500000 Penalty: 5227.359863
	Iteration 44Q: 3 clusters Score -4292414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4292416.000000 Penalty: 5227.359863
	Iteration 45Q: 3 clusters Score -4292416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4292415.000000 Penalty: 5227.359863
	Iteration 46Q: 3 clusters Score -4292415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4292418.000000 Penalty: 5227.359863
	Iteration 47Q: 3 clusters Score -4292418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4292416.000000 Penalty: 5227.359863
	Iteration 48Q: 3 clusters Score -4292416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4292420.000000 Penalty: 5227.359863
	Iteration 49Q: 3 clusters Score -4292420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4292422.000000 Penalty: 5227.359863
	Iteration 50Q: 3 clusters Score -4292422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4292423.500000 Penalty: 5227.359863
	Iteration 51Q: 3 clusters Score -4292424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4292423.500000 Penalty: 5227.359863
	Iteration 52F: 3 clusters Score -4292424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Entering Unmasked Estep 
Score: -4344189.000000 Penalty: 2621.291992
	Iteration 0F: 2 clusters Score -4344189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4317660.500000 Penalty: 5242.583984
	Iteration 0F: 3 clusters Score -4317660 nChanged 17915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4327476.500000 Penalty: 5242.583984
	Iteration 1F: 3 clusters Score -4327476 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4328056.000000 Penalty: 5242.583984
	Iteration 2Q: 3 clusters Score -4328056 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4328758.500000 Penalty: 5242.583984
	Iteration 3Q: 3 clusters Score -4328758 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4329590.500000 Penalty: 5242.583984
	Iteration 4Q: 3 clusters Score -4329590 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4330669.000000 Penalty: 5242.583984
	Iteration 5F: 3 clusters Score -4330669 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4332231.500000 Penalty: 5242.583984
	Iteration 6F: 3 clusters Score -4332232 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4334407.000000 Penalty: 5242.583984
	Iteration 7F: 3 clusters Score -4334407 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4336931.500000 Penalty: 5242.583984
	Iteration 8F: 3 clusters Score -4336932 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4338948.000000 Penalty: 5242.583984
	Iteration 9F: 3 clusters Score -4338948 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4340141.000000 Penalty: 5242.583984
	Iteration 10Q: 3 clusters Score -4340141 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -4340675.000000 Penalty: 5242.583984
	Iteration 11Q: 3 clusters Score -4340675 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4340991.500000 Penalty: 5242.583984
	Iteration 12Q: 3 clusters Score -4340992 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4341184.500000 Penalty: 5242.583984
	Iteration 13Q: 3 clusters Score -4341184 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4341280.000000 Penalty: 5242.583984
	Iteration 14Q: 3 clusters Score -4341280 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -4341334.000000 Penalty: 5242.583984
	Iteration 15Q: 3 clusters Score -4341334 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4341363.000000 Penalty: 5242.583984
	Iteration 16Q: 3 clusters Score -4341363 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4341396.000000 Penalty: 5242.583984
	Iteration 17Q: 3 clusters Score -4341396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -4341431.500000 Penalty: 5242.583984
	Iteration 18Q: 3 clusters Score -4341432 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4341465.500000 Penalty: 5242.583984
	Iteration 19Q: 3 clusters Score -4341466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4341485.000000 Penalty: 5242.583984
	Iteration 20F: 3 clusters Score -4341485 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4341482.000000 Penalty: 5242.583984
	Iteration 21Q: 3 clusters Score -4341482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4341483.500000 Penalty: 5242.583984
	Iteration 22Q: 3 clusters Score -4341484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4341489.500000 Penalty: 5242.583984
	Iteration 23Q: 3 clusters Score -4341490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4341504.500000 Penalty: 5242.583984
	Iteration 24Q: 3 clusters Score -4341504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4341525.500000 Penalty: 5242.583984
	Iteration 25Q: 3 clusters Score -4341526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4341541.500000 Penalty: 5242.583984
	Iteration 26Q: 3 clusters Score -4341542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4341561.000000 Penalty: 5242.583984
	Iteration 27Q: 3 clusters Score -4341561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4341572.000000 Penalty: 5242.583984
	Iteration 28Q: 3 clusters Score -4341572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -4341578.500000 Penalty: 5242.583984
	Iteration 29Q: 3 clusters Score -4341578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4341577.000000 Penalty: 5242.583984
	Iteration 30Q: 3 clusters Score -4341577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4341583.500000 Penalty: 5242.583984
	Iteration 31Q: 3 clusters Score -4341584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4341582.000000 Penalty: 5242.583984
	Iteration 32Q: 3 clusters Score -4341582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4341588.500000 Penalty: 5242.583984
	Iteration 33Q: 3 clusters Score -4341588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4341589.000000 Penalty: 5242.583984
	Iteration 34Q: 3 clusters Score -4341589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4341587.000000 Penalty: 5242.583984
	Iteration 35Q: 3 clusters Score -4341587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -4341595.500000 Penalty: 5242.583984
	Iteration 36Q: 3 clusters Score -4341596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -4341599.500000 Penalty: 5242.583984
	Iteration 37Q: 3 clusters Score -4341600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4341621.500000 Penalty: 5242.583984
	Iteration 38Q: 3 clusters Score -4341622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4341603.000000 Penalty: 5242.583984
	Iteration 39Q: 3 clusters Score -4341603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4341616.500000 Penalty: 5242.583984
	Iteration 40F: 3 clusters Score -4341616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4341621.500000 Penalty: 5242.583984
	Iteration 41Q: 3 clusters Score -4341622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4341637.000000 Penalty: 5242.583984
	Iteration 42Q: 3 clusters Score -4341637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4341639.500000 Penalty: 5242.583984
	Iteration 43Q: 3 clusters Score -4341640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4341644.000000 Penalty: 5242.583984
	Iteration 44Q: 3 clusters Score -4341644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4341647.000000 Penalty: 5242.583984
	Iteration 45Q: 3 clusters Score -4341647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4341662.000000 Penalty: 5242.583984
	Iteration 46Q: 3 clusters Score -4341662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -4341670.500000 Penalty: 5242.583984
	Iteration 47Q: 3 clusters Score -4341670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4341668.000000 Penalty: 5242.583984
	Iteration 48Q: 3 clusters Score -4341668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4341671.500000 Penalty: 5242.583984
	Iteration 49Q: 3 clusters Score -4341672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4341679.500000 Penalty: 5242.583984
	Iteration 50Q: 3 clusters Score -4341680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -4341679.500000 Penalty: 5242.583984
	Iteration 51Q: 3 clusters Score -4341680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4341696.500000 Penalty: 5242.583984
	Iteration 52Q: 3 clusters Score -4341696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4341703.000000 Penalty: 5242.583984
	Iteration 53Q: 3 clusters Score -4341703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4341693.500000 Penalty: 5242.583984
	Iteration 54Q: 3 clusters Score -4341694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4341700.500000 Penalty: 5242.583984
	Iteration 55Q: 3 clusters Score -4341700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4341704.000000 Penalty: 5242.583984
	Iteration 56Q: 3 clusters Score -4341704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4341700.000000 Penalty: 5242.583984
	Iteration 57Q: 3 clusters Score -4341700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -4341706.000000 Penalty: 5242.583984
	Iteration 58Q: 3 clusters Score -4341706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -4341710.500000 Penalty: 5242.583984
	Iteration 59Q: 3 clusters Score -4341710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4341707.000000 Penalty: 5242.583984
	Iteration 60F: 3 clusters Score -4341707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4341717.000000 Penalty: 5242.583984
	Iteration 61Q: 3 clusters Score -4341717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4341724.500000 Penalty: 5242.583984
	Iteration 62Q: 3 clusters Score -4341724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -4341721.000000 Penalty: 5242.583984
	Iteration 63Q: 3 clusters Score -4341721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -4341735.500000 Penalty: 5242.583984
	Iteration 64Q: 3 clusters Score -4341736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4341730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4341731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4341721.500000 Penalty: 5242.583984
	Iteration 67Q: 3 clusters Score -4341722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -4341723.500000 Penalty: 5242.583984
	Iteration 68Q: 3 clusters Score -4341724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4341728.500000 Penalty: 5242.583984
	Iteration 69Q: 3 clusters Score -4341728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4341736.000000 Penalty: 5242.583984
	Iteration 70Q: 3 clusters Score -4341736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -4341741.500000 Penalty: 5242.583984
	Iteration 71Q: 3 clusters Score -4341742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -4341737.500000 Penalty: 5242.583984
	Iteration 72Q: 3 clusters Score -4341738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4341750.500000 Penalty: 5242.583984
	Iteration 73Q: 3 clusters Score -4341750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -4341754.500000 Penalty: 5242.583984
	Iteration 74Q: 3 clusters Score -4341754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -4341751.500000 Penalty: 5242.583984
	Iteration 75Q: 3 clusters Score -4341752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4341754.500000 Penalty: 5242.583984
	Iteration 76Q: 3 clusters Score -4341754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -4341764.500000 Penalty: 5242.583984
	Iteration 77Q: 3 clusters Score -4341764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4341774.500000 Penalty: 5242.583984
	Iteration 78Q: 3 clusters Score -4341774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4341778.500000 Penalty: 5242.583984
	Iteration 79Q: 3 clusters Score -4341778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4341780.000000 Penalty: 5242.583984
	Iteration 80F: 3 clusters Score -4341780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -4341776.500000 Penalty: 5242.583984
	Iteration 81Q: 3 clusters Score -4341776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4341776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4341776.500000 Penalty: 5242.583984
	Iteration 83Q: 3 clusters Score -4341776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4341787.500000 Penalty: 5242.583984
	Iteration 84Q: 3 clusters Score -4341788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4341782.000000 Penalty: 5242.583984
	Iteration 85Q: 3 clusters Score -4341782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -4341789.000000 Penalty: 5242.583984
	Iteration 86Q: 3 clusters Score -4341789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4341790.000000 Penalty: 5242.583984
	Iteration 87Q: 3 clusters Score -4341790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4341794.000000 Penalty: 5242.583984
	Iteration 88Q: 3 clusters Score -4341794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4341796.500000 Penalty: 5242.583984
	Iteration 89Q: 3 clusters Score -4341796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -4341803.500000 Penalty: 5242.583984
	Iteration 90Q: 3 clusters Score -4341804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4341807.500000 Penalty: 5242.583984
	Iteration 91Q: 3 clusters Score -4341808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4341804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -4341797.000000 Penalty: 5242.583984
	Iteration 93Q: 3 clusters Score -4341797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -4341811.000000 Penalty: 5242.583984
	Iteration 94Q: 3 clusters Score -4341811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -4341813.000000 Penalty: 5242.583984
	Iteration 95Q: 3 clusters Score -4341813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -4341814.500000 Penalty: 5242.583984
	Iteration 96Q: 3 clusters Score -4341814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -4341816.000000 Penalty: 5242.583984
	Iteration 97Q: 3 clusters Score -4341816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4341819.000000 Penalty: 5242.583984
	Iteration 98Q: 3 clusters Score -4341819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4341820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -4341816.500000 Penalty: 5242.583984
	Iteration 100F: 3 clusters Score -4341816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -4341812.000000 Penalty: 5242.583984
	Iteration 101Q: 3 clusters Score -4341812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4341817.500000 Penalty: 5242.583984
	Iteration 102Q: 3 clusters Score -4341818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -4341814.500000 Penalty: 5242.583984
	Iteration 103Q: 3 clusters Score -4341814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4341814.500000 Penalty: 5242.583984
	Iteration 104Q: 3 clusters Score -4341814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -4341816.000000 Penalty: 5242.583984
	Iteration 105Q: 3 clusters Score -4341816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4341808.500000 Penalty: 5242.583984
	Iteration 106Q: 3 clusters Score -4341808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4341808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -4341815.000000 Penalty: 5242.583984
	Iteration 108Q: 3 clusters Score -4341815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -4341816.500000 Penalty: 5242.583984
	Iteration 109Q: 3 clusters Score -4341816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -4341821.500000 Penalty: 5242.583984
	Iteration 110Q: 3 clusters Score -4341822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4341831.500000 Penalty: 5242.583984
	Iteration 111Q: 3 clusters Score -4341832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -4341827.500000 Penalty: 5242.583984
	Iteration 112Q: 3 clusters Score -4341828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4341826.500000 Penalty: 5242.583984
	Iteration 113Q: 3 clusters Score -4341826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4341832.000000 Penalty: 5242.583984
	Iteration 114Q: 3 clusters Score -4341832 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30890 members 
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Entering Unmasked Estep 
Score: -4341825.500000 Penalty: 5242.583984
	Iteration 115Q: 3 clusters Score -4341826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4341822.000000 Penalty: 5242.583984
	Iteration 116Q: 3 clusters Score -4341822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4341822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4341820.500000 Penalty: 5242.583984
	Iteration 118Q: 3 clusters Score -4341820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -4341818.500000 Penalty: 5242.583984
	Iteration 119Q: 3 clusters Score -4341818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4341813.000000 Penalty: 5242.583984
	Iteration 120F: 3 clusters Score -4341813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4341817.000000 Penalty: 5242.583984
	Iteration 121Q: 3 clusters Score -4341817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4341827.500000 Penalty: 5242.583984
	Iteration 122Q: 3 clusters Score -4341828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4341820.000000 Penalty: 5242.583984
	Iteration 123Q: 3 clusters Score -4341820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4341824.000000 Penalty: 5242.583984
	Iteration 124Q: 3 clusters Score -4341824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4341821.500000 Penalty: 5242.583984
	Iteration 125Q: 3 clusters Score -4341822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4341820.500000 Penalty: 5242.583984
	Iteration 126Q: 3 clusters Score -4341820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -4341827.500000 Penalty: 5242.583984
	Iteration 127Q: 3 clusters Score -4341828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4341829.500000 Penalty: 5242.583984
	Iteration 128Q: 3 clusters Score -4341830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4341821.500000 Penalty: 5242.583984
	Iteration 129Q: 3 clusters Score -4341822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4341819.500000 Penalty: 5242.583984
	Iteration 130Q: 3 clusters Score -4341820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4341827.000000 Penalty: 5242.583984
	Iteration 131Q: 3 clusters Score -4341827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -4341818.500000 Penalty: 5242.583984
	Iteration 132Q: 3 clusters Score -4341818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -4341831.000000 Penalty: 5242.583984
	Iteration 133Q: 3 clusters Score -4341831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -4341832.000000 Penalty: 5242.583984
	Iteration 134Q: 3 clusters Score -4341832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -4341830.500000 Penalty: 5242.583984
	Iteration 135Q: 3 clusters Score -4341830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4341828.500000 Penalty: 5242.583984
	Iteration 136Q: 3 clusters Score -4341828 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4341829 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4341830 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31110 members 
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Entering Unmasked Estep 
Score: -4341831.500000 Penalty: 5242.583984
	Iteration 139Q: 3 clusters Score -4341832 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -4341829.000000 Penalty: 5242.583984
	Iteration 140F: 3 clusters Score -4341829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
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Entering Unmasked Estep 
Score: -4341828.000000 Penalty: 5242.583984
	Iteration 141Q: 3 clusters Score -4341828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4341838.000000 Penalty: 5242.583984
	Iteration 142Q: 3 clusters Score -4341838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4341838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4341833.000000 Penalty: 5242.583984
	Iteration 144Q: 3 clusters Score -4341833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4341829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4341832.500000 Penalty: 5242.583984
	Iteration 146Q: 3 clusters Score -4341832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4341835.000000 Penalty: 5242.583984
	Iteration 147Q: 3 clusters Score -4341835 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4341843.000000 Penalty: 5242.583984
	Iteration 148Q: 3 clusters Score -4341843 nChanged 14
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Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -4341836.000000 Penalty: 5242.583984
	Iteration 149Q: 3 clusters Score -4341836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4341835 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4341836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4341830.000000 Penalty: 5242.583984
	Iteration 152Q: 3 clusters Score -4341830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4341834.500000 Penalty: 5242.583984
	Iteration 153Q: 3 clusters Score -4341834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4341829.000000 Penalty: 5242.583984
	Iteration 154Q: 3 clusters Score -4341829 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31266 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4341832 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4341838.000000 Penalty: 5242.583984
	Iteration 156Q: 3 clusters Score -4341838 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4341835.500000 Penalty: 5242.583984
	Iteration 157Q: 3 clusters Score -4341836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4341839.500000 Penalty: 5242.583984
	Iteration 158Q: 3 clusters Score -4341840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4341840.000000 Penalty: 5242.583984
	Iteration 159Q: 3 clusters Score -4341840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4341840.000000 Penalty: 5242.583984
	Iteration 160F: 3 clusters Score -4341840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45516.316406 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45516.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44034.339844 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -44034.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44200.921875 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44200.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44230.988281 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -44230.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44252.253906 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44252.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44255.339844 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44255.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44258.324219 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44258.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44258.324219 Penalty: 3020.166260
	Iteration 6F: 3 clusters Score -44258.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43462 members 
Mstep: Class 5 contains 258897 members 
Mstep: Class 6 contains 27121 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 227893 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54475 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17892 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 16590 members 
Mstep: Class 19 contains 9441 members 
Mstep: Class 20 contains 37761 members 
Mstep: Class 21 contains 38938 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592152.000000 Penalty: 60688.125000
Iteration 119Q: 19 clusters Score -8.859215e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43466 members 
Mstep: Class 5 contains 258886 members 
Mstep: Class 6 contains 27083 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 227934 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54479 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17889 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 16588 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 37770 members 
Mstep: Class 21 contains 38938 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592152.000000 Penalty: 60688.125000
Iteration 120F: 19 clusters Score -8.859215e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43465 members 
Mstep: Class 5 contains 258887 members 
Mstep: Class 6 contains 27054 members 
Mstep: Class 7 contains 18736 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 227959 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54485 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17888 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 20 contains 37777 members 
Mstep: Class 21 contains 38940 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592040.000000 Penalty: 60688.125000
Iteration 121Q: 19 clusters Score -8.859204e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43459 members 
Mstep: Class 5 contains 258881 members 
Mstep: Class 6 contains 27024 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 8523 members 
Mstep: Class 9 contains 227994 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54488 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17885 members 
Mstep: Class 17 contains 1890 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38941 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591920.000000 Penalty: 60688.125000
Iteration 122Q: 19 clusters Score -8.859192e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43453 members 
Mstep: Class 5 contains 258872 members 
Mstep: Class 6 contains 26985 members 
Mstep: Class 7 contains 18731 members 
Mstep: Class 8 contains 8517 members 
Mstep: Class 9 contains 228059 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54484 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17884 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 37799 members 
Mstep: Class 21 contains 38939 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591888.000000 Penalty: 60688.125000
Iteration 123Q: 19 clusters Score -8.859189e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 43459 members 
Mstep: Class 5 contains 258856 members 
Mstep: Class 6 contains 26948 members 
Mstep: Class 7 contains 18733 members 
Mstep: Class 8 contains 8511 members 
Mstep: Class 9 contains 228101 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54476 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17883 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 37810 members 
Mstep: Class 21 contains 38950 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591952.000000 Penalty: 60688.125000
Iteration 124Q: 19 clusters Score -8.859195e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 43463 members 
Mstep: Class 5 contains 258854 members 
Mstep: Class 6 contains 26912 members 
Mstep: Class 7 contains 18736 members 
Mstep: Class 8 contains 8510 members 
Mstep: Class 9 contains 228142 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54463 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17882 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 20 contains 37819 members 
Mstep: Class 21 contains 38951 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591936.000000 Penalty: 60688.125000
Iteration 125Q: 19 clusters Score -8.859194e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 43461 members 
Mstep: Class 5 contains 258852 members 
Mstep: Class 6 contains 26871 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 228188 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54464 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17881 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 38953 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591984.000000 Penalty: 60688.125000
Iteration 126Q: 19 clusters Score -8.859198e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 43462 members 
Mstep: Class 5 contains 258867 members 
Mstep: Class 6 contains 26826 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 8504 members 
Mstep: Class 9 contains 228215 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54463 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17879 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 38953 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591872.000000 Penalty: 60688.125000
Iteration 127Q: 19 clusters Score -8.859187e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 43461 members 
Mstep: Class 5 contains 258871 members 
Mstep: Class 6 contains 26785 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228239 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54463 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17877 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 20 contains 37854 members 
Mstep: Class 21 contains 38957 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591848.000000 Penalty: 60688.125000
Iteration 128Q: 19 clusters Score -8.859185e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 43463 members 
Mstep: Class 5 contains 258888 members 
Mstep: Class 6 contains 26752 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228261 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54456 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17876 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 9439 members 
Mstep: Class 20 contains 37863 members 
Mstep: Class 21 contains 38958 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591888.000000 Penalty: 60688.125000
Iteration 129Q: 19 clusters Score -8.859189e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43464 members 
Mstep: Class 5 contains 258911 members 
Mstep: Class 6 contains 26730 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228257 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54450 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17875 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37877 members 
Mstep: Class 21 contains 38954 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591960.000000 Penalty: 60688.125000
Iteration 130Q: 19 clusters Score -8.859196e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43460 members 
Mstep: Class 5 contains 258938 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228257 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54446 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17875 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37888 members 
Mstep: Class 21 contains 38952 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88592008.000000 Penalty: 60688.125000
Iteration 131Q: 19 clusters Score -8.859201e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43464 members 
Mstep: Class 5 contains 258967 members 
Mstep: Class 6 contains 26668 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228264 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54441 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17875 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 16585 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37896 members 
Mstep: Class 21 contains 38948 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591904.000000 Penalty: 60688.125000
Iteration 132Q: 19 clusters Score -8.85919e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43470 members 
Mstep: Class 5 contains 258992 members 
Mstep: Class 6 contains 26625 members 
Mstep: Class 7 contains 18720 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228281 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54441 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17873 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 16585 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37900 members 
Mstep: Class 21 contains 38946 members 
Mstep: Class 24 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591800.000000 Penalty: 60688.125000
Iteration 133Q: 19 clusters Score -8.85918e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43472 members 
Mstep: Class 5 contains 259002 members 
Mstep: Class 6 contains 26597 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228309 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54433 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17872 members 
Mstep: Class 17 contains 1833 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 9439 members 
Mstep: Class 20 contains 37910 members 
Mstep: Class 21 contains 38943 members 
Mstep: Class 24 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591808.000000 Penalty: 60688.125000
Iteration 134Q: 19 clusters Score -8.859181e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 5 contains 259021 members 
Mstep: Class 6 contains 26562 members 
Mstep: Class 7 contains 18708 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 228332 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54434 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17870 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 9439 members 
Mstep: Class 20 contains 37917 members 
Mstep: Class 21 contains 38938 members 
Mstep: Class 24 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591800.000000 Penalty: 60688.125000
Iteration 135Q: 19 clusters Score -8.85918e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 259024 members 
Mstep: Class 6 contains 26537 members 
Mstep: Class 7 contains 18699 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 228366 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54434 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17868 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37923 members 
Mstep: Class 21 contains 38933 members 
Mstep: Class 24 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591832.000000 Penalty: 60688.125000
Iteration 136Q: 19 clusters Score -8.859183e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43476 members 
Mstep: Class 5 contains 259042 members 
Mstep: Class 6 contains 26508 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 228398 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54433 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17866 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37925 members 
Mstep: Class 21 contains 38927 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591720.000000 Penalty: 60688.125000
Iteration 137Q: 19 clusters Score -8.859172e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 43476 members 
Mstep: Class 5 contains 259066 members 
Mstep: Class 6 contains 26485 members 
Mstep: Class 7 contains 18686 members 
Mstep: Class 8 contains 8504 members 
Mstep: Class 9 contains 228418 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54429 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 17 contains 1807 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37931 members 
Mstep: Class 21 contains 38924 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591768.000000 Penalty: 60688.125000
Iteration 138Q: 19 clusters Score -8.859177e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43473 members 
Mstep: Class 5 contains 259095 members 
Mstep: Class 6 contains 26461 members 
Mstep: Class 7 contains 18686 members 
Mstep: Class 8 contains 8499 members 
Mstep: Class 9 contains 228426 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54426 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 17 contains 1799 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 20 contains 37933 members 
Mstep: Class 21 contains 38917 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591776.000000 Penalty: 60688.125000
Iteration 139Q: 19 clusters Score -8.859178e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 5 contains 259114 members 
Mstep: Class 6 contains 26434 members 
Mstep: Class 7 contains 18684 members 
Mstep: Class 8 contains 8494 members 
Mstep: Class 9 contains 228447 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54422 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 37932 members 
Mstep: Class 21 contains 38914 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591776.000000 Penalty: 60688.125000
Iteration 140F: 19 clusters Score -8.859178e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43476 members 
Mstep: Class 5 contains 259130 members 
Mstep: Class 6 contains 26410 members 
Mstep: Class 7 contains 18679 members 
Mstep: Class 8 contains 8492 members 
Mstep: Class 9 contains 228458 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54422 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 37936 members 
Mstep: Class 21 contains 38914 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591832.000000 Penalty: 60688.125000
Iteration 141Q: 19 clusters Score -8.859183e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43476 members 
Mstep: Class 5 contains 259136 members 
Mstep: Class 6 contains 26375 members 
Mstep: Class 7 contains 18675 members 
Mstep: Class 8 contains 8491 members 
Mstep: Class 9 contains 228486 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 38912 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591888.000000 Penalty: 60688.125000
Iteration 142Q: 19 clusters Score -8.859189e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43479 members 
Mstep: Class 5 contains 259141 members 
Mstep: Class 6 contains 26341 members 
Mstep: Class 7 contains 18670 members 
Mstep: Class 8 contains 8492 members 
Mstep: Class 9 contains 228509 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17864 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 38910 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591808.000000 Penalty: 60688.125000
Iteration 143Q: 19 clusters Score -8.859181e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43483 members 
Mstep: Class 5 contains 259160 members 
Mstep: Class 6 contains 26315 members 
Mstep: Class 7 contains 18665 members 
Mstep: Class 8 contains 8489 members 
Mstep: Class 9 contains 228514 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54416 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17863 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 20 contains 37959 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591760.000000 Penalty: 60688.125000
Iteration 144Q: 19 clusters Score -8.859176e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43487 members 
Mstep: Class 5 contains 259159 members 
Mstep: Class 6 contains 26287 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 8488 members 
Mstep: Class 9 contains 228531 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54417 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17860 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 9441 members 
Mstep: Class 20 contains 37965 members 
Mstep: Class 21 contains 38906 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591832.000000 Penalty: 60688.125000
Iteration 145Q: 19 clusters Score -8.859183e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 259175 members 
Mstep: Class 6 contains 26261 members 
Mstep: Class 7 contains 18658 members 
Mstep: Class 8 contains 8488 members 
Mstep: Class 9 contains 228536 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17858 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37969 members 
Mstep: Class 21 contains 38900 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591800.000000 Penalty: 60688.125000
Iteration 146Q: 19 clusters Score -8.85918e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 259210 members 
Mstep: Class 6 contains 26242 members 
Mstep: Class 7 contains 18647 members 
Mstep: Class 8 contains 8485 members 
Mstep: Class 9 contains 228537 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54420 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17854 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 9438 members 
Mstep: Class 20 contains 37970 members 
Mstep: Class 21 contains 38896 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591704.000000 Penalty: 60688.125000
Iteration 147Q: 19 clusters Score -8.85917e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43487 members 
Mstep: Class 5 contains 259247 members 
Mstep: Class 6 contains 26223 members 
Mstep: Class 7 contains 18642 members 
Mstep: Class 8 contains 8483 members 
Mstep: Class 9 contains 228523 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37971 members 
Mstep: Class 21 contains 38888 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591672.000000 Penalty: 60688.125000
Iteration 148Q: 19 clusters Score -8.859167e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43486 members 
Mstep: Class 5 contains 259281 members 
Mstep: Class 6 contains 26202 members 
Mstep: Class 7 contains 18636 members 
Mstep: Class 8 contains 8481 members 
Mstep: Class 9 contains 228516 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 37973 members 
Mstep: Class 21 contains 38880 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591616.000000 Penalty: 60688.125000
Iteration 149Q: 19 clusters Score -8.859162e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 259293 members 
Mstep: Class 6 contains 26181 members 
Mstep: Class 7 contains 18631 members 
Mstep: Class 8 contains 8479 members 
Mstep: Class 9 contains 228522 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54412 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 38879 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591656.000000 Penalty: 60688.125000
Iteration 150Q: 19 clusters Score -8.859166e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 259298 members 
Mstep: Class 6 contains 26160 members 
Mstep: Class 7 contains 18625 members 
Mstep: Class 8 contains 8477 members 
Mstep: Class 9 contains 228528 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54410 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 38880 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591656.000000 Penalty: 60688.125000
Iteration 151Q: 19 clusters Score -8.859166e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43487 members 
Mstep: Class 5 contains 259315 members 
Mstep: Class 6 contains 26139 members 
Mstep: Class 7 contains 18628 members 
Mstep: Class 8 contains 8473 members 
Mstep: Class 9 contains 228519 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54408 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 9447 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 38879 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591648.000000 Penalty: 60688.125000
Iteration 152Q: 19 clusters Score -8.859165e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43479 members 
Mstep: Class 5 contains 259340 members 
Mstep: Class 6 contains 26112 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 8470 members 
Mstep: Class 9 contains 228518 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54410 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 38878 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591568.000000 Penalty: 60688.125000
Iteration 153Q: 19 clusters Score -8.859157e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43479 members 
Mstep: Class 5 contains 259360 members 
Mstep: Class 6 contains 26082 members 
Mstep: Class 7 contains 18626 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 228517 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54412 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 37982 members 
Mstep: Class 21 contains 38878 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591592.000000 Penalty: 60688.125000
Iteration 154Q: 19 clusters Score -8.859159e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 5 contains 259367 members 
Mstep: Class 6 contains 26055 members 
Mstep: Class 7 contains 18623 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 228526 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54414 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9451 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38878 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591560.000000 Penalty: 60688.125000
Iteration 155Q: 19 clusters Score -8.859156e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 259380 members 
Mstep: Class 6 contains 26035 members 
Mstep: Class 7 contains 18623 members 
Mstep: Class 8 contains 8462 members 
Mstep: Class 9 contains 228528 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54414 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38876 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591536.000000 Penalty: 60688.125000
Iteration 156Q: 19 clusters Score -8.859154e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 5 contains 259385 members 
Mstep: Class 6 contains 26009 members 
Mstep: Class 7 contains 18621 members 
Mstep: Class 8 contains 8464 members 
Mstep: Class 9 contains 228532 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38878 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591576.000000 Penalty: 60688.125000
Iteration 157Q: 19 clusters Score -8.859158e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 259413 members 
Mstep: Class 6 contains 25977 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 8 contains 8462 members 
Mstep: Class 9 contains 228540 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38875 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591456.000000 Penalty: 60688.125000
Iteration 158Q: 19 clusters Score -8.859146e+07 nChanged 123
Entering ConstructFrom: 
Score: -88591456.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (37225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Entering Unmasked Estep 
Score: -4213741.000000 Penalty: 2610.134277
	Iteration 0F: 2 clusters Score -4213741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4188394.000000 Penalty: 5220.268555
	Iteration 0F: 3 clusters Score -4188394 nChanged 16916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4197609.000000 Penalty: 5220.268555
	Iteration 1F: 3 clusters Score -4197609 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4198234.000000 Penalty: 5220.268555
	Iteration 2Q: 3 clusters Score -4198234 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4199118.000000 Penalty: 5220.268555
	Iteration 3Q: 3 clusters Score -4199118 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4200583.000000 Penalty: 5220.268555
	Iteration 4F: 3 clusters Score -4200583 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4202497.500000 Penalty: 5220.268555
	Iteration 5F: 3 clusters Score -4202498 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4204590.500000 Penalty: 5220.268555
	Iteration 6F: 3 clusters Score -4204590 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4206488.500000 Penalty: 5220.268555
	Iteration 7F: 3 clusters Score -4206488 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4207970.000000 Penalty: 5220.268555
	Iteration 8F: 3 clusters Score -4207970 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4209182.500000 Penalty: 5220.268555
	Iteration 9F: 3 clusters Score -4209182 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4210230.000000 Penalty: 5220.268555
	Iteration 10Q: 3 clusters Score -4210230 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4211100.000000 Penalty: 5220.268555
	Iteration 11Q: 3 clusters Score -4211100 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4211718.000000 Penalty: 5220.268555
	Iteration 12Q: 3 clusters Score -4211718 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -4212076.500000 Penalty: 5220.268555
	Iteration 13Q: 3 clusters Score -4212076 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4212369.500000 Penalty: 5220.268555
	Iteration 14Q: 3 clusters Score -4212370 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -4212619.500000 Penalty: 5220.268555
	Iteration 15Q: 3 clusters Score -4212620 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4212795.500000 Penalty: 5220.268555
	Iteration 16Q: 3 clusters Score -4212796 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4212936.500000 Penalty: 5220.268555
	Iteration 17Q: 3 clusters Score -4212936 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4213057.000000 Penalty: 5220.268555
	Iteration 18Q: 3 clusters Score -4213057 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4213156.000000 Penalty: 5220.268555
	Iteration 19Q: 3 clusters Score -4213156 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4213248.000000 Penalty: 5220.268555
	Iteration 20F: 3 clusters Score -4213248 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4213306.500000 Penalty: 5220.268555
	Iteration 21Q: 3 clusters Score -4213306 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4213369.000000 Penalty: 5220.268555
	Iteration 22Q: 3 clusters Score -4213369 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4213398.000000 Penalty: 5220.268555
	Iteration 23Q: 3 clusters Score -4213398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4213439.500000 Penalty: 5220.268555
	Iteration 24Q: 3 clusters Score -4213440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4213469.500000 Penalty: 5220.268555
	Iteration 25Q: 3 clusters Score -4213470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4213484.000000 Penalty: 5220.268555
	Iteration 26Q: 3 clusters Score -4213484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4213498.000000 Penalty: 5220.268555
	Iteration 27Q: 3 clusters Score -4213498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4213496.000000 Penalty: 5220.268555
	Iteration 28Q: 3 clusters Score -4213496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4213499.500000 Penalty: 5220.268555
	Iteration 29Q: 3 clusters Score -4213500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4213516.000000 Penalty: 5220.268555
	Iteration 30Q: 3 clusters Score -4213516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4213527.500000 Penalty: 5220.268555
	Iteration 31Q: 3 clusters Score -4213528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4213532.500000 Penalty: 5220.268555
	Iteration 32Q: 3 clusters Score -4213532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4213546.000000 Penalty: 5220.268555
	Iteration 33Q: 3 clusters Score -4213546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4213551.000000 Penalty: 5220.268555
	Iteration 34Q: 3 clusters Score -4213551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4213551.000000 Penalty: 5220.268555
	Iteration 35Q: 3 clusters Score -4213551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4213565.500000 Penalty: 5220.268555
	Iteration 36Q: 3 clusters Score -4213566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4213574.500000 Penalty: 5220.268555
	Iteration 37Q: 3 clusters Score -4213574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4213579.000000 Penalty: 5220.268555
	Iteration 38Q: 3 clusters Score -4213579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4213585.000000 Penalty: 5220.268555
	Iteration 39Q: 3 clusters Score -4213585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4213597.500000 Penalty: 5220.268555
	Iteration 40F: 3 clusters Score -4213598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4213599.500000 Penalty: 5220.268555
	Iteration 41Q: 3 clusters Score -4213600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4213603.500000 Penalty: 5220.268555
	Iteration 42Q: 3 clusters Score -4213604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4213608.500000 Penalty: 5220.268555
	Iteration 43Q: 3 clusters Score -4213608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4213604.500000 Penalty: 5220.268555
	Iteration 44Q: 3 clusters Score -4213604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4213606.500000 Penalty: 5220.268555
	Iteration 45Q: 3 clusters Score -4213606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4213617.500000 Penalty: 5220.268555
	Iteration 46Q: 3 clusters Score -4213618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4213614.500000 Penalty: 5220.268555
	Iteration 47Q: 3 clusters Score -4213614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4213616.500000 Penalty: 5220.268555
	Iteration 48Q: 3 clusters Score -4213616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4213627.000000 Penalty: 5220.268555
	Iteration 49Q: 3 clusters Score -4213627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4213623.500000 Penalty: 5220.268555
	Iteration 50Q: 3 clusters Score -4213624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4213622.500000 Penalty: 5220.268555
	Iteration 51Q: 3 clusters Score -4213622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4213620.000000 Penalty: 5220.268555
	Iteration 52Q: 3 clusters Score -4213620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4213619.500000 Penalty: 5220.268555
	Iteration 53Q: 3 clusters Score -4213620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4213619.500000 Penalty: 5220.268555
	Iteration 54F: 3 clusters Score -4213620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -109905.359375 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -109905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107924.023438 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -107924 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108479.812500 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -108479.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108786.734375 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -108786.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109223.101562 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -109223.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -109515.203125 Penalty: 3495.568604
	Iteration 4F: 3 clusters Score -109515.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -109747.328125 Penalty: 3495.568604
	Iteration 5F: 3 clusters Score -109747.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -109885.859375 Penalty: 3495.568604
	Iteration 6F: 3 clusters Score -109885.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -109942.945312 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -109942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -109988.476562 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -109988.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -110026.914062 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -110026.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -110054.023438 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -110054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -110106.875000 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -110106.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -110232.664062 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -110232.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -110543.507812 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -110543.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -110963.273438 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -110963.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -111087.062500 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -111087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -111107.250000 Penalty: 3495.568604
	Iteration 16Q: 3 clusters Score -111107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -111112.773438 Penalty: 3495.568604
	Iteration 17Q: 3 clusters Score -111112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -111118.554688 Penalty: 3495.568604
	Iteration 18Q: 3 clusters Score -111118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -111127.562500 Penalty: 3495.568604
	Iteration 19Q: 3 clusters Score -111127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -111129.156250 Penalty: 3495.568604
	Iteration 20F: 3 clusters Score -111129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -111131.226562 Penalty: 3495.568604
	Iteration 21Q: 3 clusters Score -111131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -111131.226562 Penalty: 3495.568604
	Iteration 22F: 3 clusters Score -111131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 259435 members 
Mstep: Class 6 contains 25946 members 
Mstep: Class 7 contains 18620 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228553 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38871 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88591232.000000 Penalty: 64059.687500
Splitting cluster 3 changes total score from -88591456.000000 to -88591232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Entering Unmasked Estep 
Score: -4903065.000000 Penalty: 2648.619629
	Iteration 0F: 2 clusters Score -4903065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4873682.000000 Penalty: 5297.239258
	Iteration 0F: 3 clusters Score -4873682 nChanged 19933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4884893.500000 Penalty: 5297.239258
	Iteration 1F: 3 clusters Score -4884894 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4885718.500000 Penalty: 5297.239258
	Iteration 2Q: 3 clusters Score -4885718 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4886692.000000 Penalty: 5297.239258
	Iteration 3F: 3 clusters Score -4886692 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4887919.000000 Penalty: 5297.239258
	Iteration 4F: 3 clusters Score -4887919 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4889644.500000 Penalty: 5297.239258
	Iteration 5F: 3 clusters Score -4889644 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4891925.500000 Penalty: 5297.239258
	Iteration 6F: 3 clusters Score -4891926 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4894347.500000 Penalty: 5297.239258
	Iteration 7F: 3 clusters Score -4894348 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4896485.000000 Penalty: 5297.239258
	Iteration 8F: 3 clusters Score -4896485 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4898167.500000 Penalty: 5297.239258
	Iteration 9F: 3 clusters Score -4898168 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4899445.500000 Penalty: 5297.239258
	Iteration 10Q: 3 clusters Score -4899446 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4900373.000000 Penalty: 5297.239258
	Iteration 11Q: 3 clusters Score -4900373 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4901026.500000 Penalty: 5297.239258
	Iteration 12Q: 3 clusters Score -4901026 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4901357.000000 Penalty: 5297.239258
	Iteration 13Q: 3 clusters Score -4901357 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4901550.000000 Penalty: 5297.239258
	Iteration 14Q: 3 clusters Score -4901550 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4901720.500000 Penalty: 5297.239258
	Iteration 15Q: 3 clusters Score -4901720 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4901861.000000 Penalty: 5297.239258
	Iteration 16Q: 3 clusters Score -4901861 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4901936.000000 Penalty: 5297.239258
	Iteration 17Q: 3 clusters Score -4901936 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4901991.000000 Penalty: 5297.239258
	Iteration 18Q: 3 clusters Score -4901991 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4902028.000000 Penalty: 5297.239258
	Iteration 19Q: 3 clusters Score -4902028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4902050.500000 Penalty: 5297.239258
	Iteration 20F: 3 clusters Score -4902050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4902081.000000 Penalty: 5297.239258
	Iteration 21Q: 3 clusters Score -4902081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4902093.500000 Penalty: 5297.239258
	Iteration 22Q: 3 clusters Score -4902094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4902090.500000 Penalty: 5297.239258
	Iteration 23Q: 3 clusters Score -4902090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4902109.000000 Penalty: 5297.239258
	Iteration 24Q: 3 clusters Score -4902109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4902101.500000 Penalty: 5297.239258
	Iteration 25Q: 3 clusters Score -4902102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4902107.500000 Penalty: 5297.239258
	Iteration 26Q: 3 clusters Score -4902108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4902109.500000 Penalty: 5297.239258
	Iteration 27Q: 3 clusters Score -4902110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4902107.000000 Penalty: 5297.239258
	Iteration 28Q: 3 clusters Score -4902107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4902110.500000 Penalty: 5297.239258
	Iteration 29Q: 3 clusters Score -4902110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4902110.500000 Penalty: 5297.239258
	Iteration 30Q: 3 clusters Score -4902110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4902117.500000 Penalty: 5297.239258
	Iteration 31Q: 3 clusters Score -4902118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4902121.000000 Penalty: 5297.239258
	Iteration 32Q: 3 clusters Score -4902121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4902114.500000 Penalty: 5297.239258
	Iteration 33Q: 3 clusters Score -4902114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4902118.000000 Penalty: 5297.239258
	Iteration 34Q: 3 clusters Score -4902118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4902115.000000 Penalty: 5297.239258
	Iteration 35Q: 3 clusters Score -4902115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4902120.500000 Penalty: 5297.239258
	Iteration 36Q: 3 clusters Score -4902120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4902124.500000 Penalty: 5297.239258
	Iteration 37Q: 3 clusters Score -4902124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4902128.500000 Penalty: 5297.239258
	Iteration 38Q: 3 clusters Score -4902128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4902130.000000 Penalty: 5297.239258
	Iteration 39Q: 3 clusters Score -4902130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4902128.000000 Penalty: 5297.239258
	Iteration 40F: 3 clusters Score -4902128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4902131.000000 Penalty: 5297.239258
	Iteration 41Q: 3 clusters Score -4902131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4902125.000000 Penalty: 5297.239258
	Iteration 42Q: 3 clusters Score -4902125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4902124.000000 Penalty: 5297.239258
	Iteration 43Q: 3 clusters Score -4902124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4902122.500000 Penalty: 5297.239258
	Iteration 44Q: 3 clusters Score -4902122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4902117.500000 Penalty: 5297.239258
	Iteration 45Q: 3 clusters Score -4902118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4902114.500000 Penalty: 5297.239258
	Iteration 46Q: 3 clusters Score -4902114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4902117.000000 Penalty: 5297.239258
	Iteration 47Q: 3 clusters Score -4902117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4902116.000000 Penalty: 5297.239258
	Iteration 48Q: 3 clusters Score -4902116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4902118.500000 Penalty: 5297.239258
	Iteration 49Q: 3 clusters Score -4902118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4902120.000000 Penalty: 5297.239258
	Iteration 50Q: 3 clusters Score -4902120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4902124.000000 Penalty: 5297.239258
	Iteration 51Q: 3 clusters Score -4902124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4902122.500000 Penalty: 5297.239258
	Iteration 52Q: 3 clusters Score -4902122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4902118.000000 Penalty: 5297.239258
	Iteration 53Q: 3 clusters Score -4902118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4902118.000000 Penalty: 5297.239258
	Iteration 54Q: 3 clusters Score -4902118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4902122.500000 Penalty: 5297.239258
	Iteration 55Q: 3 clusters Score -4902122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4902125.500000 Penalty: 5297.239258
	Iteration 56Q: 3 clusters Score -4902126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4902130.500000 Penalty: 5297.239258
	Iteration 57Q: 3 clusters Score -4902130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4902131.500000 Penalty: 5297.239258
	Iteration 58Q: 3 clusters Score -4902132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4902126.500000 Penalty: 5297.239258
	Iteration 59Q: 3 clusters Score -4902126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4902127.000000 Penalty: 5297.239258
	Iteration 60F: 3 clusters Score -4902127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4902129.500000 Penalty: 5297.239258
	Iteration 61Q: 3 clusters Score -4902130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4902131.000000 Penalty: 5297.239258
	Iteration 62Q: 3 clusters Score -4902131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4902131.500000 Penalty: 5297.239258
	Iteration 63Q: 3 clusters Score -4902132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4902131.500000 Penalty: 5297.239258
	Iteration 64Q: 3 clusters Score -4902132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4902131.500000 Penalty: 5297.239258
	Iteration 65F: 3 clusters Score -4902132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (259435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259435 members 
Entering Unmasked Estep 
Score: -29226708.000000 Penalty: 3091.633057
	Iteration 0F: 2 clusters Score -2.922671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129767 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -29070432.000000 Penalty: 6183.266113
	Iteration 0F: 3 clusters Score -2.907043e+07 nChanged 125554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131717 members 
Mstep: Class 2 contains 127718 members 
Entering Unmasked Estep 
Score: -29144828.000000 Penalty: 6183.266113
	Iteration 1F: 3 clusters Score -2.914483e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -29145848.000000 Penalty: 6183.266113
	Iteration 2Q: 3 clusters Score -2.914585e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 124485 members 
Entering Unmasked Estep 
Score: -29147556.000000 Penalty: 6183.266113
	Iteration 3Q: 3 clusters Score -2.914756e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137954 members 
Mstep: Class 2 contains 121481 members 
Entering Unmasked Estep 
Score: -29149988.000000 Penalty: 6183.266113
	Iteration 4Q: 3 clusters Score -2.914999e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -29153064.000000 Penalty: 6183.266113
	Iteration 5Q: 3 clusters Score -2.915306e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -29158246.000000 Penalty: 6183.266113
	Iteration 6Q: 3 clusters Score -2.915825e+07 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -29165510.000000 Penalty: 6183.266113
	Iteration 7F: 3 clusters Score -2.916551e+07 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -29175904.000000 Penalty: 6183.266113
	Iteration 8F: 3 clusters Score -2.91759e+07 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171991 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -29188152.000000 Penalty: 6183.266113
	Iteration 9F: 3 clusters Score -2.918815e+07 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177890 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -29199510.000000 Penalty: 6183.266113
	Iteration 10F: 3 clusters Score -2.919951e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181877 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -29207428.000000 Penalty: 6183.266113
	Iteration 11Q: 3 clusters Score -2.920743e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185264 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -29212060.000000 Penalty: 6183.266113
	Iteration 12Q: 3 clusters Score -2.921206e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188636 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -29215118.000000 Penalty: 6183.266113
	Iteration 13Q: 3 clusters Score -2.921512e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191987 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -29217738.000000 Penalty: 6183.266113
	Iteration 14Q: 3 clusters Score -2.921774e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195157 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -29220500.000000 Penalty: 6183.266113
	Iteration 15Q: 3 clusters Score -2.92205e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198077 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -29222690.000000 Penalty: 6183.266113
	Iteration 16Q: 3 clusters Score -2.922269e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200787 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -29224618.000000 Penalty: 6183.266113
	Iteration 17Q: 3 clusters Score -2.922462e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203404 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -29226094.000000 Penalty: 6183.266113
	Iteration 18Q: 3 clusters Score -2.922609e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205918 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -29227418.000000 Penalty: 6183.266113
	Iteration 19Q: 3 clusters Score -2.922742e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208339 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -29228410.000000 Penalty: 6183.266113
	Iteration 20F: 3 clusters Score -2.922841e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210598 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -29229160.000000 Penalty: 6183.266113
	Iteration 21Q: 3 clusters Score -2.922916e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212788 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -29229794.000000 Penalty: 6183.266113
	Iteration 22Q: 3 clusters Score -2.922979e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214925 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -29230374.000000 Penalty: 6183.266113
	Iteration 23Q: 3 clusters Score -2.923037e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216958 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -29230898.000000 Penalty: 6183.266113
	Iteration 24Q: 3 clusters Score -2.92309e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218940 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -29231350.000000 Penalty: 6183.266113
	Iteration 25Q: 3 clusters Score -2.923135e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220880 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -29231648.000000 Penalty: 6183.266113
	Iteration 26Q: 3 clusters Score -2.923165e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222750 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -29231718.000000 Penalty: 6183.266113
	Iteration 27Q: 3 clusters Score -2.923172e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224483 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -29231680.000000 Penalty: 6183.266113
	Iteration 28Q: 3 clusters Score -2.923168e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226048 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -29231526.000000 Penalty: 6183.266113
	Iteration 29Q: 3 clusters Score -2.923153e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227571 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -29231332.000000 Penalty: 6183.266113
	Iteration 30Q: 3 clusters Score -2.923133e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229018 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -29231320.000000 Penalty: 6183.266113
	Iteration 31Q: 3 clusters Score -2.923132e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230394 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -29231088.000000 Penalty: 6183.266113
	Iteration 32Q: 3 clusters Score -2.923109e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231676 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -29230828.000000 Penalty: 6183.266113
	Iteration 33Q: 3 clusters Score -2.923083e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232860 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -29230710.000000 Penalty: 6183.266113
	Iteration 34Q: 3 clusters Score -2.923071e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234018 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -29230438.000000 Penalty: 6183.266113
	Iteration 35Q: 3 clusters Score -2.923044e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235147 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -29230168.000000 Penalty: 6183.266113
	Iteration 36Q: 3 clusters Score -2.923017e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236229 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -29229974.000000 Penalty: 6183.266113
	Iteration 37Q: 3 clusters Score -2.922997e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237299 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -29229884.000000 Penalty: 6183.266113
	Iteration 38Q: 3 clusters Score -2.922988e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238310 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -29229784.000000 Penalty: 6183.266113
	Iteration 39Q: 3 clusters Score -2.922978e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239273 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -29229644.000000 Penalty: 6183.266113
	Iteration 40F: 3 clusters Score -2.922964e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240197 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -29229544.000000 Penalty: 6183.266113
	Iteration 41Q: 3 clusters Score -2.922954e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241051 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -29229358.000000 Penalty: 6183.266113
	Iteration 42Q: 3 clusters Score -2.922936e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241850 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -29229306.000000 Penalty: 6183.266113
	Iteration 43Q: 3 clusters Score -2.922931e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242603 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -29229150.000000 Penalty: 6183.266113
	Iteration 44Q: 3 clusters Score -2.922915e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243309 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -29229094.000000 Penalty: 6183.266113
	Iteration 45Q: 3 clusters Score -2.922909e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243990 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -29228958.000000 Penalty: 6183.266113
	Iteration 46Q: 3 clusters Score -2.922896e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244631 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -29228690.000000 Penalty: 6183.266113
	Iteration 47Q: 3 clusters Score -2.922869e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245230 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -29228560.000000 Penalty: 6183.266113
	Iteration 48Q: 3 clusters Score -2.922856e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245830 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -29228408.000000 Penalty: 6183.266113
	Iteration 49Q: 3 clusters Score -2.922841e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246448 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -29228408.000000 Penalty: 6183.266113
	Iteration 50Q: 3 clusters Score -2.922841e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247023 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -29228212.000000 Penalty: 6183.266113
	Iteration 51Q: 3 clusters Score -2.922821e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247559 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -29228170.000000 Penalty: 6183.266113
	Iteration 52Q: 3 clusters Score -2.922817e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248068 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -29228092.000000 Penalty: 6183.266113
	Iteration 53Q: 3 clusters Score -2.922809e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248567 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -29227860.000000 Penalty: 6183.266113
	Iteration 54Q: 3 clusters Score -2.922786e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249016 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -29227820.000000 Penalty: 6183.266113
	Iteration 55Q: 3 clusters Score -2.922782e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249458 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -29227722.000000 Penalty: 6183.266113
	Iteration 56Q: 3 clusters Score -2.922772e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249899 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -29227542.000000 Penalty: 6183.266113
	Iteration 57Q: 3 clusters Score -2.922754e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250327 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -29227462.000000 Penalty: 6183.266113
	Iteration 58Q: 3 clusters Score -2.922746e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250742 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -29227300.000000 Penalty: 6183.266113
	Iteration 59Q: 3 clusters Score -2.92273e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251133 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -29227190.000000 Penalty: 6183.266113
	Iteration 60F: 3 clusters Score -2.922719e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251513 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -29227068.000000 Penalty: 6183.266113
	Iteration 61Q: 3 clusters Score -2.922707e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251887 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -29226964.000000 Penalty: 6183.266113
	Iteration 62Q: 3 clusters Score -2.922696e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252229 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -29226876.000000 Penalty: 6183.266113
	Iteration 63Q: 3 clusters Score -2.922688e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252590 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -29226730.000000 Penalty: 6183.266113
	Iteration 64Q: 3 clusters Score -2.922673e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252946 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -29226540.000000 Penalty: 6183.266113
	Iteration 65Q: 3 clusters Score -2.922654e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253294 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -29226450.000000 Penalty: 6183.266113
	Iteration 66Q: 3 clusters Score -2.922645e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253585 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -29226328.000000 Penalty: 6183.266113
	Iteration 67Q: 3 clusters Score -2.922633e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253864 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -29226258.000000 Penalty: 6183.266113
	Iteration 68Q: 3 clusters Score -2.922626e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254147 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -29226076.000000 Penalty: 6183.266113
	Iteration 69Q: 3 clusters Score -2.922608e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254438 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -29225934.000000 Penalty: 6183.266113
	Iteration 70Q: 3 clusters Score -2.922593e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254711 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -29225838.000000 Penalty: 6183.266113
	Iteration 71Q: 3 clusters Score -2.922584e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254952 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -29225784.000000 Penalty: 6183.266113
	Iteration 72Q: 3 clusters Score -2.922578e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255184 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -29225750.000000 Penalty: 6183.266113
	Iteration 73Q: 3 clusters Score -2.922575e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255418 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -29225628.000000 Penalty: 6183.266113
	Iteration 74Q: 3 clusters Score -2.922563e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255652 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -29225556.000000 Penalty: 6183.266113
	Iteration 75Q: 3 clusters Score -2.922556e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255850 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -29225482.000000 Penalty: 6183.266113
	Iteration 76Q: 3 clusters Score -2.922548e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256029 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -29225434.000000 Penalty: 6183.266113
	Iteration 77Q: 3 clusters Score -2.922543e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256194 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -29225342.000000 Penalty: 6183.266113
	Iteration 78Q: 3 clusters Score -2.922534e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256329 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -29225366.000000 Penalty: 6183.266113
	Iteration 79Q: 3 clusters Score -2.922537e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256461 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -29225310.000000 Penalty: 6183.266113
	Iteration 80F: 3 clusters Score -2.922531e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256594 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -29225274.000000 Penalty: 6183.266113
	Iteration 81Q: 3 clusters Score -2.922527e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256708 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -29225238.000000 Penalty: 6183.266113
	Iteration 82Q: 3 clusters Score -2.922524e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256820 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -29225172.000000 Penalty: 6183.266113
	Iteration 83Q: 3 clusters Score -2.922517e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256932 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -29225184.000000 Penalty: 6183.266113
	Iteration 84Q: 3 clusters Score -2.922518e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257042 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -29225212.000000 Penalty: 6183.266113
	Iteration 85Q: 3 clusters Score -2.922521e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257137 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -29225166.000000 Penalty: 6183.266113
	Iteration 86Q: 3 clusters Score -2.922517e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257223 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -29225136.000000 Penalty: 6183.266113
	Iteration 87Q: 3 clusters Score -2.922514e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257305 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -29225144.000000 Penalty: 6183.266113
	Iteration 88Q: 3 clusters Score -2.922514e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257380 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -29225130.000000 Penalty: 6183.266113
	Iteration 89Q: 3 clusters Score -2.922513e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257443 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -29225112.000000 Penalty: 6183.266113
	Iteration 90Q: 3 clusters Score -2.922511e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257499 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -29225076.000000 Penalty: 6183.266113
	Iteration 91Q: 3 clusters Score -2.922508e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257551 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -29225082.000000 Penalty: 6183.266113
	Iteration 92Q: 3 clusters Score -2.922508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257601 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -29225044.000000 Penalty: 6183.266113
	Iteration 93Q: 3 clusters Score -2.922504e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257646 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -29225014.000000 Penalty: 6183.266113
	Iteration 94Q: 3 clusters Score -2.922501e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257686 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -29224982.000000 Penalty: 6183.266113
	Iteration 95Q: 3 clusters Score -2.922498e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257723 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -29224992.000000 Penalty: 6183.266113
	Iteration 96Q: 3 clusters Score -2.922499e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257771 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -29224948.000000 Penalty: 6183.266113
	Iteration 97Q: 3 clusters Score -2.922495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257808 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -29224870.000000 Penalty: 6183.266113
	Iteration 98Q: 3 clusters Score -2.922487e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257840 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -29224864.000000 Penalty: 6183.266113
	Iteration 99Q: 3 clusters Score -2.922486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257876 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -29224822.000000 Penalty: 6183.266113
	Iteration 100F: 3 clusters Score -2.922482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257923 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -29224784.000000 Penalty: 6183.266113
	Iteration 101Q: 3 clusters Score -2.922478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257951 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -29224798.000000 Penalty: 6183.266113
	Iteration 102Q: 3 clusters Score -2.92248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257973 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -29224800.000000 Penalty: 6183.266113
	Iteration 103Q: 3 clusters Score -2.92248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258002 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -29224798.000000 Penalty: 6183.266113
	Iteration 104Q: 3 clusters Score -2.92248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258035 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -29224790.000000 Penalty: 6183.266113
	Iteration 105Q: 3 clusters Score -2.922479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258059 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -29224796.000000 Penalty: 6183.266113
	Iteration 106Q: 3 clusters Score -2.92248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258082 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -29224792.000000 Penalty: 6183.266113
	Iteration 107Q: 3 clusters Score -2.922479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258106 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -29224802.000000 Penalty: 6183.266113
	Iteration 108Q: 3 clusters Score -2.92248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258120 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -29224800.000000 Penalty: 6183.266113
	Iteration 109Q: 3 clusters Score -2.92248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258128 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -29224808.000000 Penalty: 6183.266113
	Iteration 110Q: 3 clusters Score -2.922481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258138 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -29224800.000000 Penalty: 6183.266113
	Iteration 111Q: 3 clusters Score -2.92248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258150 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -29224782.000000 Penalty: 6183.266113
	Iteration 112Q: 3 clusters Score -2.922478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258161 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -29224792.000000 Penalty: 6183.266113
	Iteration 113Q: 3 clusters Score -2.922479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258174 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -29224792.000000 Penalty: 6183.266113
	Iteration 114Q: 3 clusters Score -2.922479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258186 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -29224790.000000 Penalty: 6183.266113
	Iteration 115Q: 3 clusters Score -2.922479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258196 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -29224810.000000 Penalty: 6183.266113
	Iteration 116Q: 3 clusters Score -2.922481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258213 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -29224822.000000 Penalty: 6183.266113
	Iteration 117Q: 3 clusters Score -2.922482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258226 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -29224816.000000 Penalty: 6183.266113
	Iteration 118Q: 3 clusters Score -2.922482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258237 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -29224830.000000 Penalty: 6183.266113
	Iteration 119Q: 3 clusters Score -2.922483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258249 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -29224814.000000 Penalty: 6183.266113
	Iteration 120F: 3 clusters Score -2.922481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258262 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -29224806.000000 Penalty: 6183.266113
	Iteration 121Q: 3 clusters Score -2.922481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258269 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -29224812.000000 Penalty: 6183.266113
	Iteration 122Q: 3 clusters Score -2.922481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258282 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -29224814.000000 Penalty: 6183.266113
	Iteration 123Q: 3 clusters Score -2.922481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258291 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -29224804.000000 Penalty: 6183.266113
	Iteration 124Q: 3 clusters Score -2.92248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258303 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -29224792.000000 Penalty: 6183.266113
	Iteration 125Q: 3 clusters Score -2.922479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258311 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -29224798.000000 Penalty: 6183.266113
	Iteration 126Q: 3 clusters Score -2.92248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258317 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -29224786.000000 Penalty: 6183.266113
	Iteration 127Q: 3 clusters Score -2.922479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258323 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -29224800.000000 Penalty: 6183.266113
	Iteration 128Q: 3 clusters Score -2.92248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258328 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -29224796.000000 Penalty: 6183.266113
	Iteration 129Q: 3 clusters Score -2.92248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258332 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -29224796.000000 Penalty: 6183.266113
	Iteration 130Q: 3 clusters Score -2.92248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258337 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -29224778.000000 Penalty: 6183.266113
	Iteration 131Q: 3 clusters Score -2.922478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258341 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -29224784.000000 Penalty: 6183.266113
	Iteration 132Q: 3 clusters Score -2.922478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258342 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -29224796.000000 Penalty: 6183.266113
	Iteration 133Q: 3 clusters Score -2.92248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258343 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -29224800.000000 Penalty: 6183.266113
	Iteration 134Q: 3 clusters Score -2.92248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258345 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -29224796.000000 Penalty: 6183.266113
	Iteration 135Q: 3 clusters Score -2.92248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258345 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -29224796.000000 Penalty: 6183.266113
	Iteration 136F: 3 clusters Score -2.92248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Entering Unmasked Estep 
Score: -2962239.500000 Penalty: 2520.615723
	Iteration 0F: 2 clusters Score -2962240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2944330.500000 Penalty: 5041.231445
	Iteration 0F: 3 clusters Score -2944330 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2950521.750000 Penalty: 5041.231445
	Iteration 1F: 3 clusters Score -2950522 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2950956.000000 Penalty: 5041.231445
	Iteration 2Q: 3 clusters Score -2950956 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2951366.250000 Penalty: 5041.231445
	Iteration 3Q: 3 clusters Score -2951366 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2951800.750000 Penalty: 5041.231445
	Iteration 4Q: 3 clusters Score -2951801 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2952305.250000 Penalty: 5041.231445
	Iteration 5Q: 3 clusters Score -2952305 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2952902.000000 Penalty: 5041.231445
	Iteration 6Q: 3 clusters Score -2952902 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2953710.750000 Penalty: 5041.231445
	Iteration 7F: 3 clusters Score -2953711 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2954833.750000 Penalty: 5041.231445
	Iteration 8F: 3 clusters Score -2954834 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2956127.500000 Penalty: 5041.231445
	Iteration 9F: 3 clusters Score -2956128 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2957428.250000 Penalty: 5041.231445
	Iteration 10F: 3 clusters Score -2957428 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2958441.250000 Penalty: 5041.231445
	Iteration 11Q: 3 clusters Score -2958441 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2959164.500000 Penalty: 5041.231445
	Iteration 12Q: 3 clusters Score -2959164 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2959561.250000 Penalty: 5041.231445
	Iteration 13Q: 3 clusters Score -2959561 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -2959753.750000 Penalty: 5041.231445
	Iteration 14Q: 3 clusters Score -2959754 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2959854.250000 Penalty: 5041.231445
	Iteration 15Q: 3 clusters Score -2959854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -2959905.250000 Penalty: 5041.231445
	Iteration 16Q: 3 clusters Score -2959905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2959938.750000 Penalty: 5041.231445
	Iteration 17Q: 3 clusters Score -2959939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2959958.250000 Penalty: 5041.231445
	Iteration 18Q: 3 clusters Score -2959958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -2959976.250000 Penalty: 5041.231445
	Iteration 19Q: 3 clusters Score -2959976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2959995.000000 Penalty: 5041.231445
	Iteration 20F: 3 clusters Score -2959995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2960007.750000 Penalty: 5041.231445
	Iteration 21Q: 3 clusters Score -2960008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2960023.750000 Penalty: 5041.231445
	Iteration 22Q: 3 clusters Score -2960024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2960030.500000 Penalty: 5041.231445
	Iteration 23Q: 3 clusters Score -2960030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2960040.000000 Penalty: 5041.231445
	Iteration 24Q: 3 clusters Score -2960040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2960043.250000 Penalty: 5041.231445
	Iteration 25Q: 3 clusters Score -2960043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2960045.250000 Penalty: 5041.231445
	Iteration 26Q: 3 clusters Score -2960045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2960044.750000 Penalty: 5041.231445
	Iteration 27Q: 3 clusters Score -2960045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2960043.500000 Penalty: 5041.231445
	Iteration 28Q: 3 clusters Score -2960044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2960044.000000 Penalty: 5041.231445
	Iteration 29Q: 3 clusters Score -2960044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2960044.000000 Penalty: 5041.231445
	Iteration 30F: 3 clusters Score -2960044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Entering Unmasked Estep 
Score: -2120171.250000 Penalty: 2438.333740
	Iteration 0F: 2 clusters Score -2120171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2107134.250000 Penalty: 4876.667480
	Iteration 0F: 3 clusters Score -2107134 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2111564.250000 Penalty: 4876.667480
	Iteration 1F: 3 clusters Score -2111564 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2112074.250000 Penalty: 4876.667480
	Iteration 2F: 3 clusters Score -2112074 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2112546.750000 Penalty: 4876.667480
	Iteration 3F: 3 clusters Score -2112547 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2113045.000000 Penalty: 4876.667480
	Iteration 4F: 3 clusters Score -2113045 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2113600.750000 Penalty: 4876.667480
	Iteration 5F: 3 clusters Score -2113601 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2114223.250000 Penalty: 4876.667480
	Iteration 6F: 3 clusters Score -2114223 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2114940.000000 Penalty: 4876.667480
	Iteration 7F: 3 clusters Score -2114940 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2115683.500000 Penalty: 4876.667480
	Iteration 8F: 3 clusters Score -2115684 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2116351.500000 Penalty: 4876.667480
	Iteration 9F: 3 clusters Score -2116352 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2116878.500000 Penalty: 4876.667480
	Iteration 10Q: 3 clusters Score -2116878 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2117271.000000 Penalty: 4876.667480
	Iteration 11Q: 3 clusters Score -2117271 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2117547.250000 Penalty: 4876.667480
	Iteration 12Q: 3 clusters Score -2117547 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2117750.000000 Penalty: 4876.667480
	Iteration 13Q: 3 clusters Score -2117750 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2117896.500000 Penalty: 4876.667480
	Iteration 14Q: 3 clusters Score -2117896 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2117996.500000 Penalty: 4876.667480
	Iteration 15Q: 3 clusters Score -2117996 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2118088.750000 Penalty: 4876.667480
	Iteration 16Q: 3 clusters Score -2118089 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2118174.250000 Penalty: 4876.667480
	Iteration 17Q: 3 clusters Score -2118174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2118238.750000 Penalty: 4876.667480
	Iteration 18Q: 3 clusters Score -2118239 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2118296.500000 Penalty: 4876.667480
	Iteration 19Q: 3 clusters Score -2118296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2118326.500000 Penalty: 4876.667480
	Iteration 20F: 3 clusters Score -2118326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2118351.000000 Penalty: 4876.667480
	Iteration 21Q: 3 clusters Score -2118351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2118377.500000 Penalty: 4876.667480
	Iteration 22Q: 3 clusters Score -2118378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2118405.500000 Penalty: 4876.667480
	Iteration 23Q: 3 clusters Score -2118406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2118415.750000 Penalty: 4876.667480
	Iteration 24Q: 3 clusters Score -2118416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2118417.250000 Penalty: 4876.667480
	Iteration 25Q: 3 clusters Score -2118417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2118432.250000 Penalty: 4876.667480
	Iteration 26Q: 3 clusters Score -2118432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2118441.000000 Penalty: 4876.667480
	Iteration 27Q: 3 clusters Score -2118441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2118446.500000 Penalty: 4876.667480
	Iteration 28Q: 3 clusters Score -2118446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2118454.750000 Penalty: 4876.667480
	Iteration 29Q: 3 clusters Score -2118455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2118467.750000 Penalty: 4876.667480
	Iteration 30Q: 3 clusters Score -2118468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2118474.000000 Penalty: 4876.667480
	Iteration 31Q: 3 clusters Score -2118474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2118481.250000 Penalty: 4876.667480
	Iteration 32Q: 3 clusters Score -2118481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2118480.000000 Penalty: 4876.667480
	Iteration 33Q: 3 clusters Score -2118480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2118487.500000 Penalty: 4876.667480
	Iteration 34Q: 3 clusters Score -2118488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2118493.500000 Penalty: 4876.667480
	Iteration 35Q: 3 clusters Score -2118494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2118494.500000 Penalty: 4876.667480
	Iteration 36Q: 3 clusters Score -2118494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2118509.250000 Penalty: 4876.667480
	Iteration 37Q: 3 clusters Score -2118509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2118512.000000 Penalty: 4876.667480
	Iteration 38Q: 3 clusters Score -2118512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2118515.000000 Penalty: 4876.667480
	Iteration 39Q: 3 clusters Score -2118515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2118523.750000 Penalty: 4876.667480
	Iteration 40F: 3 clusters Score -2118524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2118527.000000 Penalty: 4876.667480
	Iteration 41Q: 3 clusters Score -2118527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2118532.250000 Penalty: 4876.667480
	Iteration 42Q: 3 clusters Score -2118532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2118532.750000 Penalty: 4876.667480
	Iteration 43Q: 3 clusters Score -2118533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2118538.750000 Penalty: 4876.667480
	Iteration 44Q: 3 clusters Score -2118539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2118542.250000 Penalty: 4876.667480
	Iteration 45Q: 3 clusters Score -2118542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2118548.500000 Penalty: 4876.667480
	Iteration 46Q: 3 clusters Score -2118548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2118549.500000 Penalty: 4876.667480
	Iteration 47Q: 3 clusters Score -2118550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2118552.250000 Penalty: 4876.667480
	Iteration 48Q: 3 clusters Score -2118552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2118550.500000 Penalty: 4876.667480
	Iteration 49Q: 3 clusters Score -2118550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2118551.250000 Penalty: 4876.667480
	Iteration 50Q: 3 clusters Score -2118551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2118559.250000 Penalty: 4876.667480
	Iteration 51Q: 3 clusters Score -2118559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2118558.500000 Penalty: 4876.667480
	Iteration 52Q: 3 clusters Score -2118558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2118565.500000 Penalty: 4876.667480
	Iteration 53Q: 3 clusters Score -2118566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2118563.500000 Penalty: 4876.667480
	Iteration 54Q: 3 clusters Score -2118564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2118568.750000 Penalty: 4876.667480
	Iteration 55Q: 3 clusters Score -2118569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2118570.500000 Penalty: 4876.667480
	Iteration 56Q: 3 clusters Score -2118570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2118568.750000 Penalty: 4876.667480
	Iteration 57Q: 3 clusters Score -2118569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2118568.500000 Penalty: 4876.667480
	Iteration 58Q: 3 clusters Score -2118568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2118569.250000 Penalty: 4876.667480
	Iteration 59Q: 3 clusters Score -2118569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2118572.250000 Penalty: 4876.667480
	Iteration 60F: 3 clusters Score -2118572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2118576.250000 Penalty: 4876.667480
	Iteration 61Q: 3 clusters Score -2118576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2118576.000000 Penalty: 4876.667480
	Iteration 62Q: 3 clusters Score -2118576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2118571.750000 Penalty: 4876.667480
	Iteration 63Q: 3 clusters Score -2118572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2118576.000000 Penalty: 4876.667480
	Iteration 64Q: 3 clusters Score -2118576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2118575.000000 Penalty: 4876.667480
	Iteration 65Q: 3 clusters Score -2118575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2118578.000000 Penalty: 4876.667480
	Iteration 66Q: 3 clusters Score -2118578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2118574.000000 Penalty: 4876.667480
	Iteration 67Q: 3 clusters Score -2118574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2118576.250000 Penalty: 4876.667480
	Iteration 68Q: 3 clusters Score -2118576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2118578.750000 Penalty: 4876.667480
	Iteration 69Q: 3 clusters Score -2118579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2118587.250000 Penalty: 4876.667480
	Iteration 70Q: 3 clusters Score -2118587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2118590.000000 Penalty: 4876.667480
	Iteration 71Q: 3 clusters Score -2118590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2118589.500000 Penalty: 4876.667480
	Iteration 72Q: 3 clusters Score -2118590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2118589.500000 Penalty: 4876.667480
	Iteration 73Q: 3 clusters Score -2118590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2118591.500000 Penalty: 4876.667480
	Iteration 74Q: 3 clusters Score -2118592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2118598.000000 Penalty: 4876.667480
	Iteration 75Q: 3 clusters Score -2118598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2118603.000000 Penalty: 4876.667480
	Iteration 76Q: 3 clusters Score -2118603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2118607.500000 Penalty: 4876.667480
	Iteration 77Q: 3 clusters Score -2118608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2118609.750000 Penalty: 4876.667480
	Iteration 78Q: 3 clusters Score -2118610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2118612.000000 Penalty: 4876.667480
	Iteration 79Q: 3 clusters Score -2118612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2118613.000000 Penalty: 4876.667480
	Iteration 80F: 3 clusters Score -2118613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2118613.500000 Penalty: 4876.667480
	Iteration 81Q: 3 clusters Score -2118614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2118616.500000 Penalty: 4876.667480
	Iteration 82Q: 3 clusters Score -2118616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2118618.500000 Penalty: 4876.667480
	Iteration 83Q: 3 clusters Score -2118618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2118620.750000 Penalty: 4876.667480
	Iteration 84Q: 3 clusters Score -2118621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2118623.250000 Penalty: 4876.667480
	Iteration 85Q: 3 clusters Score -2118623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2118623.250000 Penalty: 4876.667480
	Iteration 86F: 3 clusters Score -2118623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -970837.062500 Penalty: 2242.660400
	Iteration 0F: 2 clusters Score -970837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -964143.937500 Penalty: 4485.320801
	Iteration 0F: 3 clusters Score -964143.9 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -965963.687500 Penalty: 4485.320801
	Iteration 1F: 3 clusters Score -965963.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -966208.187500 Penalty: 4485.320801
	Iteration 2F: 3 clusters Score -966208.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -966360.562500 Penalty: 4485.320801
	Iteration 3Q: 3 clusters Score -966360.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -966467.875000 Penalty: 4485.320801
	Iteration 4Q: 3 clusters Score -966467.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -966555.437500 Penalty: 4485.320801
	Iteration 5Q: 3 clusters Score -966555.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -966636.312500 Penalty: 4485.320801
	Iteration 6Q: 3 clusters Score -966636.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -966705.062500 Penalty: 4485.320801
	Iteration 7Q: 3 clusters Score -966705.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -966775.312500 Penalty: 4485.320801
	Iteration 8Q: 3 clusters Score -966775.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -966863.375000 Penalty: 4485.320801
	Iteration 9Q: 3 clusters Score -966863.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -966979.250000 Penalty: 4485.320801
	Iteration 10Q: 3 clusters Score -966979.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -967116.500000 Penalty: 4485.320801
	Iteration 11Q: 3 clusters Score -967116.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -967291.187500 Penalty: 4485.320801
	Iteration 12Q: 3 clusters Score -967291.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -967517.437500 Penalty: 4485.320801
	Iteration 13Q: 3 clusters Score -967517.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -967752.312500 Penalty: 4485.320801
	Iteration 14Q: 3 clusters Score -967752.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -968005.437500 Penalty: 4485.320801
	Iteration 15Q: 3 clusters Score -968005.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -968221.500000 Penalty: 4485.320801
	Iteration 16Q: 3 clusters Score -968221.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -968441.187500 Penalty: 4485.320801
	Iteration 17Q: 3 clusters Score -968441.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -968642.875000 Penalty: 4485.320801
	Iteration 18Q: 3 clusters Score -968642.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -968784.875000 Penalty: 4485.320801
	Iteration 19Q: 3 clusters Score -968784.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -968862.437500 Penalty: 4485.320801
	Iteration 20F: 3 clusters Score -968862.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -968901.625000 Penalty: 4485.320801
	Iteration 21Q: 3 clusters Score -968901.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -968925.062500 Penalty: 4485.320801
	Iteration 22Q: 3 clusters Score -968925.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -968931.875000 Penalty: 4485.320801
	Iteration 23Q: 3 clusters Score -968931.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -968938.312500 Penalty: 4485.320801
	Iteration 24Q: 3 clusters Score -968938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -968944.000000 Penalty: 4485.320801
	Iteration 25Q: 3 clusters Score -968944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -968947.562500 Penalty: 4485.320801
	Iteration 26Q: 3 clusters Score -968947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -968949.187500 Penalty: 4485.320801
	Iteration 27Q: 3 clusters Score -968949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -968951.187500 Penalty: 4485.320801
	Iteration 28Q: 3 clusters Score -968951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -968953.187500 Penalty: 4485.320801
	Iteration 29Q: 3 clusters Score -968953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -968953.375000 Penalty: 4485.320801
	Iteration 30Q: 3 clusters Score -968953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -968954.187500 Penalty: 4485.320801
	Iteration 31Q: 3 clusters Score -968954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -968952.875000 Penalty: 4485.320801
	Iteration 32Q: 3 clusters Score -968952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -968952.875000 Penalty: 4485.320801
	Iteration 33F: 3 clusters Score -968952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (228553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228553 members 
Entering Unmasked Estep 
Score: -25584578.000000 Penalty: 3060.201660
	Iteration 0F: 2 clusters Score -2.558458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 114012 members 
Entering Unmasked Estep 
Score: -25436074.000000 Penalty: 6120.403320
	Iteration 0F: 3 clusters Score -2.543607e+07 nChanged 109989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 109505 members 
Entering Unmasked Estep 
Score: -25501918.000000 Penalty: 6120.403320
	Iteration 1F: 3 clusters Score -2.550192e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -25504342.000000 Penalty: 6120.403320
	Iteration 2Q: 3 clusters Score -2.550434e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -25508318.000000 Penalty: 6120.403320
	Iteration 3Q: 3 clusters Score -2.550832e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135618 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -25514834.000000 Penalty: 6120.403320
	Iteration 4F: 3 clusters Score -2.551483e+07 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -25525154.000000 Penalty: 6120.403320
	Iteration 5F: 3 clusters Score -2.552515e+07 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160090 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -25538810.000000 Penalty: 6120.403320
	Iteration 6F: 3 clusters Score -2.553881e+07 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173458 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -25552814.000000 Penalty: 6120.403320
	Iteration 7F: 3 clusters Score -2.555281e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183971 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -25563790.000000 Penalty: 6120.403320
	Iteration 8F: 3 clusters Score -2.556379e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191116 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -25570152.000000 Penalty: 6120.403320
	Iteration 9Q: 3 clusters Score -2.557015e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196239 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -25573870.000000 Penalty: 6120.403320
	Iteration 10Q: 3 clusters Score -2.557387e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200326 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -25576358.000000 Penalty: 6120.403320
	Iteration 11Q: 3 clusters Score -2.557636e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203810 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -25578108.000000 Penalty: 6120.403320
	Iteration 12Q: 3 clusters Score -2.557811e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206791 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -25579810.000000 Penalty: 6120.403320
	Iteration 13Q: 3 clusters Score -2.557981e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209296 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -25580870.000000 Penalty: 6120.403320
	Iteration 14Q: 3 clusters Score -2.558087e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211410 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -25581750.000000 Penalty: 6120.403320
	Iteration 15Q: 3 clusters Score -2.558175e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213224 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -25582418.000000 Penalty: 6120.403320
	Iteration 16Q: 3 clusters Score -2.558242e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214821 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -25583058.000000 Penalty: 6120.403320
	Iteration 17Q: 3 clusters Score -2.558306e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216202 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -25583608.000000 Penalty: 6120.403320
	Iteration 18Q: 3 clusters Score -2.558361e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217397 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -25583940.000000 Penalty: 6120.403320
	Iteration 19Q: 3 clusters Score -2.558394e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218427 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -25584344.000000 Penalty: 6120.403320
	Iteration 20F: 3 clusters Score -2.558434e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219260 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -25584496.000000 Penalty: 6120.403320
	Iteration 21Q: 3 clusters Score -2.55845e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219994 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -25584758.000000 Penalty: 6120.403320
	Iteration 22Q: 3 clusters Score -2.558476e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220589 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -25584850.000000 Penalty: 6120.403320
	Iteration 23Q: 3 clusters Score -2.558485e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221107 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -25584918.000000 Penalty: 6120.403320
	Iteration 24Q: 3 clusters Score -2.558492e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221559 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -25584908.000000 Penalty: 6120.403320
	Iteration 25Q: 3 clusters Score -2.558491e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221946 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -25584974.000000 Penalty: 6120.403320
	Iteration 26Q: 3 clusters Score -2.558497e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222278 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -25584938.000000 Penalty: 6120.403320
	Iteration 27Q: 3 clusters Score -2.558494e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222552 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -25584956.000000 Penalty: 6120.403320
	Iteration 28Q: 3 clusters Score -2.558496e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222786 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -25584948.000000 Penalty: 6120.403320
	Iteration 29Q: 3 clusters Score -2.558495e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222998 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -25584902.000000 Penalty: 6120.403320
	Iteration 30Q: 3 clusters Score -2.55849e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223181 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -25584866.000000 Penalty: 6120.403320
	Iteration 31Q: 3 clusters Score -2.558487e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223331 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -25584832.000000 Penalty: 6120.403320
	Iteration 32Q: 3 clusters Score -2.558483e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223453 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -25584814.000000 Penalty: 6120.403320
	Iteration 33Q: 3 clusters Score -2.558481e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223581 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -25584784.000000 Penalty: 6120.403320
	Iteration 34Q: 3 clusters Score -2.558478e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223693 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -25584716.000000 Penalty: 6120.403320
	Iteration 35Q: 3 clusters Score -2.558472e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223800 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -25584696.000000 Penalty: 6120.403320
	Iteration 36Q: 3 clusters Score -2.55847e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223910 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -25584676.000000 Penalty: 6120.403320
	Iteration 37Q: 3 clusters Score -2.558468e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224016 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -25584632.000000 Penalty: 6120.403320
	Iteration 38Q: 3 clusters Score -2.558463e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224106 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -25584648.000000 Penalty: 6120.403320
	Iteration 39Q: 3 clusters Score -2.558465e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224176 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -25584640.000000 Penalty: 6120.403320
	Iteration 40F: 3 clusters Score -2.558464e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224242 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -25584656.000000 Penalty: 6120.403320
	Iteration 41Q: 3 clusters Score -2.558466e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224288 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -25584632.000000 Penalty: 6120.403320
	Iteration 42Q: 3 clusters Score -2.558463e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224329 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -25584606.000000 Penalty: 6120.403320
	Iteration 43Q: 3 clusters Score -2.558461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224357 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -25584582.000000 Penalty: 6120.403320
	Iteration 44Q: 3 clusters Score -2.558458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224380 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -25584580.000000 Penalty: 6120.403320
	Iteration 45Q: 3 clusters Score -2.558458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224405 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -25584578.000000 Penalty: 6120.403320
	Iteration 46Q: 3 clusters Score -2.558458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224429 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -25584570.000000 Penalty: 6120.403320
	Iteration 47Q: 3 clusters Score -2.558457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224446 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -25584560.000000 Penalty: 6120.403320
	Iteration 48Q: 3 clusters Score -2.558456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224459 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -25584554.000000 Penalty: 6120.403320
	Iteration 49Q: 3 clusters Score -2.558455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224472 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -25584542.000000 Penalty: 6120.403320
	Iteration 50Q: 3 clusters Score -2.558454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224484 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -25584546.000000 Penalty: 6120.403320
	Iteration 51Q: 3 clusters Score -2.558455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224498 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -25584524.000000 Penalty: 6120.403320
	Iteration 52Q: 3 clusters Score -2.558452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224509 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -25584524.000000 Penalty: 6120.403320
	Iteration 53Q: 3 clusters Score -2.558452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224516 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -25584524.000000 Penalty: 6120.403320
	Iteration 54Q: 3 clusters Score -2.558452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224520 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -25584524.000000 Penalty: 6120.403320
	Iteration 55Q: 3 clusters Score -2.558452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224527 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -25584532.000000 Penalty: 6120.403320
	Iteration 56Q: 3 clusters Score -2.558453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224531 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -25584542.000000 Penalty: 6120.403320
	Iteration 57Q: 3 clusters Score -2.558454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224536 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -25584532.000000 Penalty: 6120.403320
	Iteration 58Q: 3 clusters Score -2.558453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224539 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -25584532.000000 Penalty: 6120.403320
	Iteration 59Q: 3 clusters Score -2.558453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224543 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -25584524.000000 Penalty: 6120.403320
	Iteration 60F: 3 clusters Score -2.558452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224549 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -25584514.000000 Penalty: 6120.403320
	Iteration 61Q: 3 clusters Score -2.558451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224555 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -25584512.000000 Penalty: 6120.403320
	Iteration 62Q: 3 clusters Score -2.558451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224559 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -25584488.000000 Penalty: 6120.403320
	Iteration 63Q: 3 clusters Score -2.558449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224562 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -25584492.000000 Penalty: 6120.403320
	Iteration 64Q: 3 clusters Score -2.558449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224563 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -25584508.000000 Penalty: 6120.403320
	Iteration 65Q: 3 clusters Score -2.558451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224567 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -25584480.000000 Penalty: 6120.403320
	Iteration 66Q: 3 clusters Score -2.558448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224570 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -25584514.000000 Penalty: 6120.403320
	Iteration 67Q: 3 clusters Score -2.558451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224570 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -25584522.000000 Penalty: 6120.403320
	Iteration 68Q: 3 clusters Score -2.558452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224571 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -25584520.000000 Penalty: 6120.403320
	Iteration 69Q: 3 clusters Score -2.558452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224573 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -25584508.000000 Penalty: 6120.403320
	Iteration 70Q: 3 clusters Score -2.558451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224575 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -25584510.000000 Penalty: 6120.403320
	Iteration 71Q: 3 clusters Score -2.558451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224576 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -25584502.000000 Penalty: 6120.403320
	Iteration 72Q: 3 clusters Score -2.55845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -25584516.000000 Penalty: 6120.403320
	Iteration 73Q: 3 clusters Score -2.558452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -25584516.000000 Penalty: 6120.403320
	Iteration 74F: 3 clusters Score -2.558452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86915.671875 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86915.67 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87167.390625 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87167.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87279.179688 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87279.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87377.117188 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -87377.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87513.140625 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -87513.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87787.500000 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -87787.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87969.250000 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -87969.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88189.414062 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -88189.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -88278.000000 Penalty: 3342.123535
	Iteration 8F: 3 clusters Score -88278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88347.984375 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88347.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88406.578125 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88406.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -88464.476562 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88464.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -88497.695312 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -88525.703125 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -88525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -88541.070312 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -88541.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -88553.796875 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -88553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -88558.960938 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -88558.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -88561.312500 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -88561.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -88563.828125 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -88563.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -88563.828125 Penalty: 3342.123535
	Iteration 19F: 3 clusters Score -88563.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Entering Unmasked Estep 
Score: -6164213.000000 Penalty: 2704.303711
	Iteration 0F: 2 clusters Score -6164213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -6127707.500000 Penalty: 5408.607422
	Iteration 0F: 3 clusters Score -6127708 nChanged 25091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -6141881.000000 Penalty: 5408.607422
	Iteration 1F: 3 clusters Score -6141881 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -6142454.500000 Penalty: 5408.607422
	Iteration 2Q: 3 clusters Score -6142454 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -6143014.500000 Penalty: 5408.607422
	Iteration 3Q: 3 clusters Score -6143014 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -6143575.000000 Penalty: 5408.607422
	Iteration 4Q: 3 clusters Score -6143575 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6144211.000000 Penalty: 5408.607422
	Iteration 5Q: 3 clusters Score -6144211 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -6144840.000000 Penalty: 5408.607422
	Iteration 6Q: 3 clusters Score -6144840 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -6145476.000000 Penalty: 5408.607422
	Iteration 7Q: 3 clusters Score -6145476 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -6146148.000000 Penalty: 5408.607422
	Iteration 8Q: 3 clusters Score -6146148 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -6146888.500000 Penalty: 5408.607422
	Iteration 9Q: 3 clusters Score -6146888 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -6147818.500000 Penalty: 5408.607422
	Iteration 10Q: 3 clusters Score -6147818 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -6149033.000000 Penalty: 5408.607422
	Iteration 11Q: 3 clusters Score -6149033 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -6150641.000000 Penalty: 5408.607422
	Iteration 12F: 3 clusters Score -6150641 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -6152776.000000 Penalty: 5408.607422
	Iteration 13F: 3 clusters Score -6152776 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -6155281.000000 Penalty: 5408.607422
	Iteration 14F: 3 clusters Score -6155281 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6157783.000000 Penalty: 5408.607422
	Iteration 15F: 3 clusters Score -6157783 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -6159682.000000 Penalty: 5408.607422
	Iteration 16Q: 3 clusters Score -6159682 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6160796.000000 Penalty: 5408.607422
	Iteration 17Q: 3 clusters Score -6160796 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6161399.500000 Penalty: 5408.607422
	Iteration 18Q: 3 clusters Score -6161400 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -6161720.500000 Penalty: 5408.607422
	Iteration 19Q: 3 clusters Score -6161720 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -6161908.000000 Penalty: 5408.607422
	Iteration 20F: 3 clusters Score -6161908 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -6162011.500000 Penalty: 5408.607422
	Iteration 21Q: 3 clusters Score -6162012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -6162070.000000 Penalty: 5408.607422
	Iteration 22Q: 3 clusters Score -6162070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -6162101.500000 Penalty: 5408.607422
	Iteration 23Q: 3 clusters Score -6162102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6162139.500000 Penalty: 5408.607422
	Iteration 24Q: 3 clusters Score -6162140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -6162160.000000 Penalty: 5408.607422
	Iteration 25Q: 3 clusters Score -6162160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -6162172.500000 Penalty: 5408.607422
	Iteration 26Q: 3 clusters Score -6162172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -6162186.500000 Penalty: 5408.607422
	Iteration 27Q: 3 clusters Score -6162186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -6162205.500000 Penalty: 5408.607422
	Iteration 28Q: 3 clusters Score -6162206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -6162210.000000 Penalty: 5408.607422
	Iteration 29Q: 3 clusters Score -6162210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -6162209.000000 Penalty: 5408.607422
	Iteration 30Q: 3 clusters Score -6162209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -6162212.500000 Penalty: 5408.607422
	Iteration 31Q: 3 clusters Score -6162212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -6162216.000000 Penalty: 5408.607422
	Iteration 32Q: 3 clusters Score -6162216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -6162216.500000 Penalty: 5408.607422
	Iteration 33Q: 3 clusters Score -6162216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -6162212.500000 Penalty: 5408.607422
	Iteration 34Q: 3 clusters Score -6162212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -6162212.500000 Penalty: 5408.607422
	Iteration 35F: 3 clusters Score -6162212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -105994.015625 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -105994 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 500 members 
Entering Unmasked Estep 
Score: -104033.992188 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -104034 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104320.554688 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -104320.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104397.421875 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -104397.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104441.273438 Penalty: 3439.460938
	Iteration 3Q: 3 clusters Score -104441.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104483.562500 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -104483.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104530.453125 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -104530.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104603.492188 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -104603.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104698.265625 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -104698.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104777.429688 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -104777.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104873.648438 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -104873.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105114.492188 Penalty: 3439.460938
	Iteration 10F: 3 clusters Score -105114.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105498.984375 Penalty: 3439.460938
	Iteration 11F: 3 clusters Score -105499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105684.757812 Penalty: 3439.460938
	Iteration 12F: 3 clusters Score -105684.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105854.515625 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -105854.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105973.390625 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -105973.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106008.156250 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -106008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106024.593750 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -106024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106033.414062 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -106033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106046.476562 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -106046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106055.914062 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -106055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106062.320312 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -106062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106063.679688 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -106063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106064.757812 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -106064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106064.757812 Penalty: 3439.460938
	Iteration 23F: 3 clusters Score -106064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 259435 members 
Mstep: Class 6 contains 25946 members 
Mstep: Class 7 contains 18620 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228553 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38871 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88589944.000000 Penalty: 64059.687500
Splitting cluster 12 changes total score from -88591456.000000 to -88589944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (17852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Entering Unmasked Estep 
Score: -2017271.375000 Penalty: 2427.888184
	Iteration 0F: 2 clusters Score -2017271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2004592.500000 Penalty: 4855.776367
	Iteration 0F: 3 clusters Score -2004592 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2008780.000000 Penalty: 4855.776367
	Iteration 1F: 3 clusters Score -2008780 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2009305.500000 Penalty: 4855.776367
	Iteration 2F: 3 clusters Score -2009306 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2009923.375000 Penalty: 4855.776367
	Iteration 3F: 3 clusters Score -2009923 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2010734.625000 Penalty: 4855.776367
	Iteration 4F: 3 clusters Score -2010735 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2011712.625000 Penalty: 4855.776367
	Iteration 5F: 3 clusters Score -2011713 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2012694.875000 Penalty: 4855.776367
	Iteration 6F: 3 clusters Score -2012695 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2013545.250000 Penalty: 4855.776367
	Iteration 7F: 3 clusters Score -2013545 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2014156.625000 Penalty: 4855.776367
	Iteration 8F: 3 clusters Score -2014157 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2014519.750000 Penalty: 4855.776367
	Iteration 9Q: 3 clusters Score -2014520 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2014778.000000 Penalty: 4855.776367
	Iteration 10Q: 3 clusters Score -2014778 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2014977.625000 Penalty: 4855.776367
	Iteration 11Q: 3 clusters Score -2014978 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2015124.375000 Penalty: 4855.776367
	Iteration 12Q: 3 clusters Score -2015124 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2015258.250000 Penalty: 4855.776367
	Iteration 13Q: 3 clusters Score -2015258 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2015345.000000 Penalty: 4855.776367
	Iteration 14Q: 3 clusters Score -2015345 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2015419.625000 Penalty: 4855.776367
	Iteration 15Q: 3 clusters Score -2015420 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2015480.625000 Penalty: 4855.776367
	Iteration 16Q: 3 clusters Score -2015481 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2015537.500000 Penalty: 4855.776367
	Iteration 17Q: 3 clusters Score -2015538 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2015580.250000 Penalty: 4855.776367
	Iteration 18Q: 3 clusters Score -2015580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2015607.250000 Penalty: 4855.776367
	Iteration 19Q: 3 clusters Score -2015607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2015620.125000 Penalty: 4855.776367
	Iteration 20F: 3 clusters Score -2015620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2015639.500000 Penalty: 4855.776367
	Iteration 21Q: 3 clusters Score -2015640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2015657.875000 Penalty: 4855.776367
	Iteration 22Q: 3 clusters Score -2015658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2015671.125000 Penalty: 4855.776367
	Iteration 23Q: 3 clusters Score -2015671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2015687.250000 Penalty: 4855.776367
	Iteration 24Q: 3 clusters Score -2015687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2015687.750000 Penalty: 4855.776367
	Iteration 25Q: 3 clusters Score -2015688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2015699.125000 Penalty: 4855.776367
	Iteration 26Q: 3 clusters Score -2015699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2015699.500000 Penalty: 4855.776367
	Iteration 27Q: 3 clusters Score -2015700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2015706.750000 Penalty: 4855.776367
	Iteration 28Q: 3 clusters Score -2015707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2015707.625000 Penalty: 4855.776367
	Iteration 29Q: 3 clusters Score -2015708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2015713.000000 Penalty: 4855.776367
	Iteration 30Q: 3 clusters Score -2015713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2015717.375000 Penalty: 4855.776367
	Iteration 31Q: 3 clusters Score -2015717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2015716.625000 Penalty: 4855.776367
	Iteration 32Q: 3 clusters Score -2015717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2015719.625000 Penalty: 4855.776367
	Iteration 33Q: 3 clusters Score -2015720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2015719.875000 Penalty: 4855.776367
	Iteration 34Q: 3 clusters Score -2015720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2015724.000000 Penalty: 4855.776367
	Iteration 35Q: 3 clusters Score -2015724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2015729.250000 Penalty: 4855.776367
	Iteration 36Q: 3 clusters Score -2015729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2015734.250000 Penalty: 4855.776367
	Iteration 37Q: 3 clusters Score -2015734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2015731.375000 Penalty: 4855.776367
	Iteration 38Q: 3 clusters Score -2015731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2015734.000000 Penalty: 4855.776367
	Iteration 39Q: 3 clusters Score -2015734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2015734.625000 Penalty: 4855.776367
	Iteration 40F: 3 clusters Score -2015735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2015740.000000 Penalty: 4855.776367
	Iteration 41Q: 3 clusters Score -2015740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2015747.625000 Penalty: 4855.776367
	Iteration 42Q: 3 clusters Score -2015748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2015747.500000 Penalty: 4855.776367
	Iteration 43Q: 3 clusters Score -2015748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2015756.500000 Penalty: 4855.776367
	Iteration 44Q: 3 clusters Score -2015756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2015756.875000 Penalty: 4855.776367
	Iteration 45Q: 3 clusters Score -2015757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2015764.375000 Penalty: 4855.776367
	Iteration 46Q: 3 clusters Score -2015764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2015768.000000 Penalty: 4855.776367
	Iteration 47Q: 3 clusters Score -2015768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2015775.250000 Penalty: 4855.776367
	Iteration 48Q: 3 clusters Score -2015775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2015790.875000 Penalty: 4855.776367
	Iteration 49Q: 3 clusters Score -2015791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2015804.000000 Penalty: 4855.776367
	Iteration 50Q: 3 clusters Score -2015804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2015805.500000 Penalty: 4855.776367
	Iteration 51Q: 3 clusters Score -2015806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2015804.750000 Penalty: 4855.776367
	Iteration 52Q: 3 clusters Score -2015805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2015807.375000 Penalty: 4855.776367
	Iteration 53Q: 3 clusters Score -2015807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2015807.000000 Penalty: 4855.776367
	Iteration 54Q: 3 clusters Score -2015807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2015811.375000 Penalty: 4855.776367
	Iteration 55Q: 3 clusters Score -2015811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2015813.125000 Penalty: 4855.776367
	Iteration 56Q: 3 clusters Score -2015813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2015810.125000 Penalty: 4855.776367
	Iteration 57Q: 3 clusters Score -2015810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2015814.125000 Penalty: 4855.776367
	Iteration 58Q: 3 clusters Score -2015814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2015816.375000 Penalty: 4855.776367
	Iteration 59Q: 3 clusters Score -2015816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2015818.000000 Penalty: 4855.776367
	Iteration 60F: 3 clusters Score -2015818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2015821.875000 Penalty: 4855.776367
	Iteration 61Q: 3 clusters Score -2015822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2015820.875000 Penalty: 4855.776367
	Iteration 62Q: 3 clusters Score -2015821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2015823.875000 Penalty: 4855.776367
	Iteration 63Q: 3 clusters Score -2015824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2015824.625000 Penalty: 4855.776367
	Iteration 64Q: 3 clusters Score -2015825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2015829.250000 Penalty: 4855.776367
	Iteration 65Q: 3 clusters Score -2015829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2015832.625000 Penalty: 4855.776367
	Iteration 66Q: 3 clusters Score -2015833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2015836.625000 Penalty: 4855.776367
	Iteration 67Q: 3 clusters Score -2015837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2015838.000000 Penalty: 4855.776367
	Iteration 68Q: 3 clusters Score -2015838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2015839.250000 Penalty: 4855.776367
	Iteration 69Q: 3 clusters Score -2015839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2015843.250000 Penalty: 4855.776367
	Iteration 70Q: 3 clusters Score -2015843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2015848.375000 Penalty: 4855.776367
	Iteration 71Q: 3 clusters Score -2015848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2015849.375000 Penalty: 4855.776367
	Iteration 72Q: 3 clusters Score -2015849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2015846.125000 Penalty: 4855.776367
	Iteration 73Q: 3 clusters Score -2015846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2015845.875000 Penalty: 4855.776367
	Iteration 74Q: 3 clusters Score -2015846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2015851.750000 Penalty: 4855.776367
	Iteration 75Q: 3 clusters Score -2015852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2015852.500000 Penalty: 4855.776367
	Iteration 76Q: 3 clusters Score -2015852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2015855.125000 Penalty: 4855.776367
	Iteration 77Q: 3 clusters Score -2015855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2015856.125000 Penalty: 4855.776367
	Iteration 78Q: 3 clusters Score -2015856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2015856.750000 Penalty: 4855.776367
	Iteration 79Q: 3 clusters Score -2015857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2015857.750000 Penalty: 4855.776367
	Iteration 80F: 3 clusters Score -2015858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2015857.375000 Penalty: 4855.776367
	Iteration 81Q: 3 clusters Score -2015857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2015858.250000 Penalty: 4855.776367
	Iteration 82Q: 3 clusters Score -2015858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2015860.875000 Penalty: 4855.776367
	Iteration 83Q: 3 clusters Score -2015861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2015867.250000 Penalty: 4855.776367
	Iteration 84Q: 3 clusters Score -2015867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2015863.875000 Penalty: 4855.776367
	Iteration 85Q: 3 clusters Score -2015864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2015865.000000 Penalty: 4855.776367
	Iteration 86Q: 3 clusters Score -2015865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2015864.375000 Penalty: 4855.776367
	Iteration 87Q: 3 clusters Score -2015864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2015865.000000 Penalty: 4855.776367
	Iteration 88Q: 3 clusters Score -2015865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2015862.000000 Penalty: 4855.776367
	Iteration 89Q: 3 clusters Score -2015862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2015863.750000 Penalty: 4855.776367
	Iteration 90Q: 3 clusters Score -2015864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2015869.875000 Penalty: 4855.776367
	Iteration 91Q: 3 clusters Score -2015870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2015869.875000 Penalty: 4855.776367
	Iteration 92Q: 3 clusters Score -2015870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2015869.375000 Penalty: 4855.776367
	Iteration 93Q: 3 clusters Score -2015869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2015871.500000 Penalty: 4855.776367
	Iteration 94Q: 3 clusters Score -2015872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2015872.125000 Penalty: 4855.776367
	Iteration 95Q: 3 clusters Score -2015872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2015872.125000 Penalty: 4855.776367
	Iteration 96F: 3 clusters Score -2015872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -194623.468750 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -194623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192149.031250 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -192149 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192578.109375 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -192578.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192676.968750 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -192677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192738.140625 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -192738.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192781.750000 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -192781.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -192820.515625 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -192820.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -192850.859375 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -192850.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192880.093750 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -192880.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192915.046875 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -192915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192966.562500 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -192966.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193075.203125 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -193075.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -193187.046875 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -193187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -193269.609375 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -193269.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -193323.250000 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -193323.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -193364.312500 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -193364.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -193404.984375 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -193405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193455.031250 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -193455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -193502.765625 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -193502.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -193532.984375 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -193533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -193568.312500 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -193568.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -193607.234375 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -193607.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -193644.796875 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -193644.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -193677.812500 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -193677.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -193725.171875 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -193725.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -193772.671875 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -193772.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -193813.859375 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -193813.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -193869.515625 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -193869.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -193922.781250 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -193922.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -193957.281250 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -193957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -193968.453125 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -193968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -193972.656250 Penalty: 3713.916016
	Iteration 30Q: 3 clusters Score -193972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -193977.015625 Penalty: 3713.916016
	Iteration 31Q: 3 clusters Score -193977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -193977.015625 Penalty: 3713.916016
	Iteration 32F: 3 clusters Score -193977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -1796933.875000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -1796934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1785068.875000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -1785069 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1788830.875000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -1788831 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1789189.500000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -1789190 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1789530.500000 Penalty: 4819.022949
	Iteration 3Q: 3 clusters Score -1789530 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1789912.500000 Penalty: 4819.022949
	Iteration 4Q: 3 clusters Score -1789912 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1790368.500000 Penalty: 4819.022949
	Iteration 5Q: 3 clusters Score -1790368 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1790891.625000 Penalty: 4819.022949
	Iteration 6Q: 3 clusters Score -1790892 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1791460.125000 Penalty: 4819.022949
	Iteration 7Q: 3 clusters Score -1791460 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1792153.625000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -1792154 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1792791.625000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -1792792 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1793344.250000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -1793344 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1793753.875000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -1793754 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1794085.875000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -1794086 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1794322.000000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -1794322 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1794488.250000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -1794488 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1794619.250000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -1794619 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1794708.875000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -1794709 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1794778.875000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -1794779 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1794834.875000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -1794835 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1794876.375000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -1794876 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1794910.750000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -1794911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1794935.500000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -1794936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1794951.875000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -1794952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1794956.500000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -1794956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1794966.500000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -1794966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1794975.000000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -1794975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1794979.250000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -1794979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1794987.625000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -1794988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1794995.375000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -1794995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1795002.625000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -1795003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1795003.375000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -1795003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1795005.875000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -1795006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1795011.000000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -1795011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1795017.125000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -1795017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1795018.375000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -1795018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1795020.000000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -1795020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1795020.625000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -1795021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1795027.250000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -1795027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1795030.250000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -1795030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1795033.000000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -1795033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1795034.625000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -1795035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1795036.375000 Penalty: 4819.022949
	Iteration 41Q: 3 clusters Score -1795036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1795035.000000 Penalty: 4819.022949
	Iteration 42Q: 3 clusters Score -1795035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1795037.375000 Penalty: 4819.022949
	Iteration 43Q: 3 clusters Score -1795037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1795042.625000 Penalty: 4819.022949
	Iteration 44Q: 3 clusters Score -1795043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1795044.125000 Penalty: 4819.022949
	Iteration 45Q: 3 clusters Score -1795044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1795047.000000 Penalty: 4819.022949
	Iteration 46Q: 3 clusters Score -1795047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1795047.125000 Penalty: 4819.022949
	Iteration 47Q: 3 clusters Score -1795047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1795054.375000 Penalty: 4819.022949
	Iteration 48Q: 3 clusters Score -1795054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1795054.500000 Penalty: 4819.022949
	Iteration 49Q: 3 clusters Score -1795054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1795062.125000 Penalty: 4819.022949
	Iteration 50Q: 3 clusters Score -1795062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1795071.000000 Penalty: 4819.022949
	Iteration 51Q: 3 clusters Score -1795071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1795071.375000 Penalty: 4819.022949
	Iteration 52Q: 3 clusters Score -1795071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1795070.375000 Penalty: 4819.022949
	Iteration 53Q: 3 clusters Score -1795070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1795069.875000 Penalty: 4819.022949
	Iteration 54Q: 3 clusters Score -1795070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1795074.750000 Penalty: 4819.022949
	Iteration 55Q: 3 clusters Score -1795075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1795075.750000 Penalty: 4819.022949
	Iteration 56Q: 3 clusters Score -1795076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1795082.625000 Penalty: 4819.022949
	Iteration 57Q: 3 clusters Score -1795083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1795082.375000 Penalty: 4819.022949
	Iteration 58Q: 3 clusters Score -1795082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1795082.750000 Penalty: 4819.022949
	Iteration 59Q: 3 clusters Score -1795083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1795092.375000 Penalty: 4819.022949
	Iteration 60F: 3 clusters Score -1795092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1795092.375000 Penalty: 4819.022949
	Iteration 61Q: 3 clusters Score -1795092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1795098.250000 Penalty: 4819.022949
	Iteration 62Q: 3 clusters Score -1795098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1795103.500000 Penalty: 4819.022949
	Iteration 63Q: 3 clusters Score -1795104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1795100.500000 Penalty: 4819.022949
	Iteration 64Q: 3 clusters Score -1795100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1795111.875000 Penalty: 4819.022949
	Iteration 65Q: 3 clusters Score -1795112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1795110.625000 Penalty: 4819.022949
	Iteration 66Q: 3 clusters Score -1795111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1795113.500000 Penalty: 4819.022949
	Iteration 67Q: 3 clusters Score -1795114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1795116.750000 Penalty: 4819.022949
	Iteration 68Q: 3 clusters Score -1795117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1795120.125000 Penalty: 4819.022949
	Iteration 69Q: 3 clusters Score -1795120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1795127.625000 Penalty: 4819.022949
	Iteration 70Q: 3 clusters Score -1795128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1795130.250000 Penalty: 4819.022949
	Iteration 71Q: 3 clusters Score -1795130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1795135.000000 Penalty: 4819.022949
	Iteration 72Q: 3 clusters Score -1795135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1795132.750000 Penalty: 4819.022949
	Iteration 73Q: 3 clusters Score -1795133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1795136.125000 Penalty: 4819.022949
	Iteration 74Q: 3 clusters Score -1795136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1795136.250000 Penalty: 4819.022949
	Iteration 75Q: 3 clusters Score -1795136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1795137.125000 Penalty: 4819.022949
	Iteration 76Q: 3 clusters Score -1795137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1795134.625000 Penalty: 4819.022949
	Iteration 77Q: 3 clusters Score -1795135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1795131.750000 Penalty: 4819.022949
	Iteration 78Q: 3 clusters Score -1795132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1795132.500000 Penalty: 4819.022949
	Iteration 79Q: 3 clusters Score -1795132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1795135.500000 Penalty: 4819.022949
	Iteration 80F: 3 clusters Score -1795136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1795136.500000 Penalty: 4819.022949
	Iteration 81Q: 3 clusters Score -1795136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1795138.375000 Penalty: 4819.022949
	Iteration 82Q: 3 clusters Score -1795138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1795137.875000 Penalty: 4819.022949
	Iteration 83Q: 3 clusters Score -1795138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1795137.875000 Penalty: 4819.022949
	Iteration 84F: 3 clusters Score -1795138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Entering Unmasked Estep 
Score: -1068825.750000 Penalty: 2270.213623
	Iteration 0F: 2 clusters Score -1068826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1061524.625000 Penalty: 4540.427246
	Iteration 0F: 3 clusters Score -1061525 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1063635.625000 Penalty: 4540.427246
	Iteration 1F: 3 clusters Score -1063636 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1064028.125000 Penalty: 4540.427246
	Iteration 2F: 3 clusters Score -1064028 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1064338.375000 Penalty: 4540.427246
	Iteration 3F: 3 clusters Score -1064338 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1064613.125000 Penalty: 4540.427246
	Iteration 4F: 3 clusters Score -1064613 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1064863.750000 Penalty: 4540.427246
	Iteration 5Q: 3 clusters Score -1064864 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1065111.250000 Penalty: 4540.427246
	Iteration 6Q: 3 clusters Score -1065111 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1065376.750000 Penalty: 4540.427246
	Iteration 7Q: 3 clusters Score -1065377 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1065653.375000 Penalty: 4540.427246
	Iteration 8Q: 3 clusters Score -1065653 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1065937.875000 Penalty: 4540.427246
	Iteration 9Q: 3 clusters Score -1065938 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1066215.000000 Penalty: 4540.427246
	Iteration 10Q: 3 clusters Score -1066215 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1066440.625000 Penalty: 4540.427246
	Iteration 11Q: 3 clusters Score -1066441 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1066622.000000 Penalty: 4540.427246
	Iteration 12Q: 3 clusters Score -1066622 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1066765.250000 Penalty: 4540.427246
	Iteration 13Q: 3 clusters Score -1066765 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1066892.875000 Penalty: 4540.427246
	Iteration 14Q: 3 clusters Score -1066893 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1067001.125000 Penalty: 4540.427246
	Iteration 15Q: 3 clusters Score -1067001 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1067086.875000 Penalty: 4540.427246
	Iteration 16Q: 3 clusters Score -1067087 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1067157.750000 Penalty: 4540.427246
	Iteration 17Q: 3 clusters Score -1067158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1067219.750000 Penalty: 4540.427246
	Iteration 18Q: 3 clusters Score -1067220 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1067275.750000 Penalty: 4540.427246
	Iteration 19Q: 3 clusters Score -1067276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1067305.125000 Penalty: 4540.427246
	Iteration 20F: 3 clusters Score -1067305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1067331.000000 Penalty: 4540.427246
	Iteration 21Q: 3 clusters Score -1067331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1067349.000000 Penalty: 4540.427246
	Iteration 22Q: 3 clusters Score -1067349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1067368.125000 Penalty: 4540.427246
	Iteration 23Q: 3 clusters Score -1067368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1067375.875000 Penalty: 4540.427246
	Iteration 24Q: 3 clusters Score -1067376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1067380.375000 Penalty: 4540.427246
	Iteration 25Q: 3 clusters Score -1067380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1067389.750000 Penalty: 4540.427246
	Iteration 26Q: 3 clusters Score -1067390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1067404.375000 Penalty: 4540.427246
	Iteration 27Q: 3 clusters Score -1067404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1067413.625000 Penalty: 4540.427246
	Iteration 28Q: 3 clusters Score -1067414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1067419.000000 Penalty: 4540.427246
	Iteration 29Q: 3 clusters Score -1067419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1067429.375000 Penalty: 4540.427246
	Iteration 30Q: 3 clusters Score -1067429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1067438.375000 Penalty: 4540.427246
	Iteration 31Q: 3 clusters Score -1067438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1067447.375000 Penalty: 4540.427246
	Iteration 32Q: 3 clusters Score -1067447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1067453.500000 Penalty: 4540.427246
	Iteration 33Q: 3 clusters Score -1067454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1067463.250000 Penalty: 4540.427246
	Iteration 34Q: 3 clusters Score -1067463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1067468.500000 Penalty: 4540.427246
	Iteration 35Q: 3 clusters Score -1067468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1067478.250000 Penalty: 4540.427246
	Iteration 36Q: 3 clusters Score -1067478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1067493.000000 Penalty: 4540.427246
	Iteration 37Q: 3 clusters Score -1067493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1067506.625000 Penalty: 4540.427246
	Iteration 38Q: 3 clusters Score -1067507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1067520.000000 Penalty: 4540.427246
	Iteration 39Q: 3 clusters Score -1067520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1067525.625000 Penalty: 4540.427246
	Iteration 40F: 3 clusters Score -1067526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1067534.250000 Penalty: 4540.427246
	Iteration 41Q: 3 clusters Score -1067534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1067539.250000 Penalty: 4540.427246
	Iteration 42Q: 3 clusters Score -1067539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1067548.250000 Penalty: 4540.427246
	Iteration 43Q: 3 clusters Score -1067548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1067552.500000 Penalty: 4540.427246
	Iteration 44Q: 3 clusters Score -1067552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1067559.000000 Penalty: 4540.427246
	Iteration 45Q: 3 clusters Score -1067559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1067560.000000 Penalty: 4540.427246
	Iteration 46Q: 3 clusters Score -1067560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1067567.000000 Penalty: 4540.427246
	Iteration 47Q: 3 clusters Score -1067567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1067572.125000 Penalty: 4540.427246
	Iteration 48Q: 3 clusters Score -1067572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1067574.000000 Penalty: 4540.427246
	Iteration 49Q: 3 clusters Score -1067574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1067582.875000 Penalty: 4540.427246
	Iteration 50Q: 3 clusters Score -1067583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1067590.875000 Penalty: 4540.427246
	Iteration 51Q: 3 clusters Score -1067591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1067599.250000 Penalty: 4540.427246
	Iteration 52Q: 3 clusters Score -1067599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1067605.250000 Penalty: 4540.427246
	Iteration 53Q: 3 clusters Score -1067605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1067612.000000 Penalty: 4540.427246
	Iteration 54Q: 3 clusters Score -1067612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1067613.375000 Penalty: 4540.427246
	Iteration 55Q: 3 clusters Score -1067613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1067613.250000 Penalty: 4540.427246
	Iteration 56Q: 3 clusters Score -1067613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1067614.750000 Penalty: 4540.427246
	Iteration 57Q: 3 clusters Score -1067615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1067616.125000 Penalty: 4540.427246
	Iteration 58Q: 3 clusters Score -1067616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1067617.875000 Penalty: 4540.427246
	Iteration 59Q: 3 clusters Score -1067618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1067620.750000 Penalty: 4540.427246
	Iteration 60F: 3 clusters Score -1067621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1067623.500000 Penalty: 4540.427246
	Iteration 61Q: 3 clusters Score -1067624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1067623.375000 Penalty: 4540.427246
	Iteration 62Q: 3 clusters Score -1067623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1067623.375000 Penalty: 4540.427246
	Iteration 63Q: 3 clusters Score -1067623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1067625.625000 Penalty: 4540.427246
	Iteration 64Q: 3 clusters Score -1067626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1067625.625000 Penalty: 4540.427246
	Iteration 65F: 3 clusters Score -1067626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Entering Unmasked Estep 
Score: -4319398.000000 Penalty: 2615.146729
	Iteration 0F: 2 clusters Score -4319398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4293588.000000 Penalty: 5230.293457
	Iteration 0F: 3 clusters Score -4293588 nChanged 17258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4303056.000000 Penalty: 5230.293457
	Iteration 1F: 3 clusters Score -4303056 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4303535.500000 Penalty: 5230.293457
	Iteration 2Q: 3 clusters Score -4303536 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4304053.000000 Penalty: 5230.293457
	Iteration 3Q: 3 clusters Score -4304053 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4304620.500000 Penalty: 5230.293457
	Iteration 4Q: 3 clusters Score -4304620 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4305436.000000 Penalty: 5230.293457
	Iteration 5Q: 3 clusters Score -4305436 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4306463.500000 Penalty: 5230.293457
	Iteration 6Q: 3 clusters Score -4306464 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4307637.000000 Penalty: 5230.293457
	Iteration 7F: 3 clusters Score -4307637 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4308851.500000 Penalty: 5230.293457
	Iteration 8F: 3 clusters Score -4308852 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4309976.000000 Penalty: 5230.293457
	Iteration 9F: 3 clusters Score -4309976 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4310945.000000 Penalty: 5230.293457
	Iteration 10Q: 3 clusters Score -4310945 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4311702.000000 Penalty: 5230.293457
	Iteration 11Q: 3 clusters Score -4311702 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4312327.000000 Penalty: 5230.293457
	Iteration 12Q: 3 clusters Score -4312327 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4312807.000000 Penalty: 5230.293457
	Iteration 13Q: 3 clusters Score -4312807 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4313178.500000 Penalty: 5230.293457
	Iteration 14Q: 3 clusters Score -4313178 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4313360.000000 Penalty: 5230.293457
	Iteration 15Q: 3 clusters Score -4313360 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4313520.500000 Penalty: 5230.293457
	Iteration 16Q: 3 clusters Score -4313520 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4313633.500000 Penalty: 5230.293457
	Iteration 17Q: 3 clusters Score -4313634 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -4313738.500000 Penalty: 5230.293457
	Iteration 18Q: 3 clusters Score -4313738 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4313830.000000 Penalty: 5230.293457
	Iteration 19Q: 3 clusters Score -4313830 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4313910.500000 Penalty: 5230.293457
	Iteration 20F: 3 clusters Score -4313910 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -4313985.000000 Penalty: 5230.293457
	Iteration 21Q: 3 clusters Score -4313985 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4314072.000000 Penalty: 5230.293457
	Iteration 22Q: 3 clusters Score -4314072 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4314133.500000 Penalty: 5230.293457
	Iteration 23Q: 3 clusters Score -4314134 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4314193.500000 Penalty: 5230.293457
	Iteration 24Q: 3 clusters Score -4314194 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -4314273.000000 Penalty: 5230.293457
	Iteration 25Q: 3 clusters Score -4314273 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4314337.500000 Penalty: 5230.293457
	Iteration 26Q: 3 clusters Score -4314338 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4314402.500000 Penalty: 5230.293457
	Iteration 27Q: 3 clusters Score -4314402 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4314461.000000 Penalty: 5230.293457
	Iteration 28Q: 3 clusters Score -4314461 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4314512.500000 Penalty: 5230.293457
	Iteration 29Q: 3 clusters Score -4314512 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -4314567.500000 Penalty: 5230.293457
	Iteration 30Q: 3 clusters Score -4314568 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -4314640.000000 Penalty: 5230.293457
	Iteration 31Q: 3 clusters Score -4314640 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4314703.500000 Penalty: 5230.293457
	Iteration 32Q: 3 clusters Score -4314704 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4314758.000000 Penalty: 5230.293457
	Iteration 33Q: 3 clusters Score -4314758 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -4314848.000000 Penalty: 5230.293457
	Iteration 34Q: 3 clusters Score -4314848 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4314906.000000 Penalty: 5230.293457
	Iteration 35Q: 3 clusters Score -4314906 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -4314981.000000 Penalty: 5230.293457
	Iteration 36Q: 3 clusters Score -4314981 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4315027.000000 Penalty: 5230.293457
	Iteration 37Q: 3 clusters Score -4315027 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4315085.500000 Penalty: 5230.293457
	Iteration 38Q: 3 clusters Score -4315086 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4315171.500000 Penalty: 5230.293457
	Iteration 39Q: 3 clusters Score -4315172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4315232.500000 Penalty: 5230.293457
	Iteration 40F: 3 clusters Score -4315232 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4315308.000000 Penalty: 5230.293457
	Iteration 41Q: 3 clusters Score -4315308 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4315361.500000 Penalty: 5230.293457
	Iteration 42Q: 3 clusters Score -4315362 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4315437.500000 Penalty: 5230.293457
	Iteration 43Q: 3 clusters Score -4315438 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -4315524.500000 Penalty: 5230.293457
	Iteration 44Q: 3 clusters Score -4315524 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4315602.500000 Penalty: 5230.293457
	Iteration 45Q: 3 clusters Score -4315602 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -4315675.500000 Penalty: 5230.293457
	Iteration 46Q: 3 clusters Score -4315676 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4315749.500000 Penalty: 5230.293457
	Iteration 47Q: 3 clusters Score -4315750 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4315817.000000 Penalty: 5230.293457
	Iteration 48Q: 3 clusters Score -4315817 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4315902.500000 Penalty: 5230.293457
	Iteration 49Q: 3 clusters Score -4315902 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4315968.000000 Penalty: 5230.293457
	Iteration 50Q: 3 clusters Score -4315968 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4316042.000000 Penalty: 5230.293457
	Iteration 51Q: 3 clusters Score -4316042 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4316121.500000 Penalty: 5230.293457
	Iteration 52Q: 3 clusters Score -4316122 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4316191.000000 Penalty: 5230.293457
	Iteration 53Q: 3 clusters Score -4316191 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4316275.500000 Penalty: 5230.293457
	Iteration 54Q: 3 clusters Score -4316276 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4316350.500000 Penalty: 5230.293457
	Iteration 55Q: 3 clusters Score -4316350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4316454.500000 Penalty: 5230.293457
	Iteration 56Q: 3 clusters Score -4316454 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4316557.500000 Penalty: 5230.293457
	Iteration 57Q: 3 clusters Score -4316558 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4316625.000000 Penalty: 5230.293457
	Iteration 58Q: 3 clusters Score -4316625 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4316705.500000 Penalty: 5230.293457
	Iteration 59Q: 3 clusters Score -4316706 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4316806.000000 Penalty: 5230.293457
	Iteration 60F: 3 clusters Score -4316806 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4316905.000000 Penalty: 5230.293457
	Iteration 61Q: 3 clusters Score -4316905 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4316999.000000 Penalty: 5230.293457
	Iteration 62Q: 3 clusters Score -4316999 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4317076.000000 Penalty: 5230.293457
	Iteration 63Q: 3 clusters Score -4317076 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4317138.000000 Penalty: 5230.293457
	Iteration 64Q: 3 clusters Score -4317138 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4317194.500000 Penalty: 5230.293457
	Iteration 65Q: 3 clusters Score -4317194 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4317245.000000 Penalty: 5230.293457
	Iteration 66Q: 3 clusters Score -4317245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4317261.000000 Penalty: 5230.293457
	Iteration 67Q: 3 clusters Score -4317261 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4317297.000000 Penalty: 5230.293457
	Iteration 68Q: 3 clusters Score -4317297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4317327.000000 Penalty: 5230.293457
	Iteration 69Q: 3 clusters Score -4317327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4317352.000000 Penalty: 5230.293457
	Iteration 70Q: 3 clusters Score -4317352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4317369.500000 Penalty: 5230.293457
	Iteration 71Q: 3 clusters Score -4317370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4317393.500000 Penalty: 5230.293457
	Iteration 72Q: 3 clusters Score -4317394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -4317400.500000 Penalty: 5230.293457
	Iteration 73Q: 3 clusters Score -4317400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4317416.500000 Penalty: 5230.293457
	Iteration 74Q: 3 clusters Score -4317416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -4317435.000000 Penalty: 5230.293457
	Iteration 75Q: 3 clusters Score -4317435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4317438.000000 Penalty: 5230.293457
	Iteration 76Q: 3 clusters Score -4317438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4317445.000000 Penalty: 5230.293457
	Iteration 77Q: 3 clusters Score -4317445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4317462.000000 Penalty: 5230.293457
	Iteration 78Q: 3 clusters Score -4317462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4317473.000000 Penalty: 5230.293457
	Iteration 79Q: 3 clusters Score -4317473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4317474.500000 Penalty: 5230.293457
	Iteration 80F: 3 clusters Score -4317474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4317492.500000 Penalty: 5230.293457
	Iteration 81Q: 3 clusters Score -4317492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4317495.000000 Penalty: 5230.293457
	Iteration 82Q: 3 clusters Score -4317495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4317496.500000 Penalty: 5230.293457
	Iteration 83Q: 3 clusters Score -4317496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4317509.000000 Penalty: 5230.293457
	Iteration 84Q: 3 clusters Score -4317509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4317518.000000 Penalty: 5230.293457
	Iteration 85Q: 3 clusters Score -4317518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4317521.000000 Penalty: 5230.293457
	Iteration 86Q: 3 clusters Score -4317521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4317534.000000 Penalty: 5230.293457
	Iteration 87Q: 3 clusters Score -4317534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4317534.500000 Penalty: 5230.293457
	Iteration 88Q: 3 clusters Score -4317534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4317528.500000 Penalty: 5230.293457
	Iteration 89Q: 3 clusters Score -4317528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -4317538.000000 Penalty: 5230.293457
	Iteration 90Q: 3 clusters Score -4317538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4317538.500000 Penalty: 5230.293457
	Iteration 91Q: 3 clusters Score -4317538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4317535.000000 Penalty: 5230.293457
	Iteration 92Q: 3 clusters Score -4317535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4317542.000000 Penalty: 5230.293457
	Iteration 93Q: 3 clusters Score -4317542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4317544.500000 Penalty: 5230.293457
	Iteration 94Q: 3 clusters Score -4317544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4317551.000000 Penalty: 5230.293457
	Iteration 95Q: 3 clusters Score -4317551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4317555.000000 Penalty: 5230.293457
	Iteration 96Q: 3 clusters Score -4317555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4317565.500000 Penalty: 5230.293457
	Iteration 97Q: 3 clusters Score -4317566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -4317569.000000 Penalty: 5230.293457
	Iteration 98Q: 3 clusters Score -4317569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4317568.000000 Penalty: 5230.293457
	Iteration 99Q: 3 clusters Score -4317568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4317570.000000 Penalty: 5230.293457
	Iteration 100F: 3 clusters Score -4317570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4317578.000000 Penalty: 5230.293457
	Iteration 101Q: 3 clusters Score -4317578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4317588.000000 Penalty: 5230.293457
	Iteration 102Q: 3 clusters Score -4317588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4317597.500000 Penalty: 5230.293457
	Iteration 103Q: 3 clusters Score -4317598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -4317601.500000 Penalty: 5230.293457
	Iteration 104Q: 3 clusters Score -4317602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4317604.000000 Penalty: 5230.293457
	Iteration 105Q: 3 clusters Score -4317604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4317609.500000 Penalty: 5230.293457
	Iteration 106Q: 3 clusters Score -4317610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4317608.000000 Penalty: 5230.293457
	Iteration 107Q: 3 clusters Score -4317608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -4317607.000000 Penalty: 5230.293457
	Iteration 108Q: 3 clusters Score -4317607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -4317608.500000 Penalty: 5230.293457
	Iteration 109Q: 3 clusters Score -4317608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -4317609.500000 Penalty: 5230.293457
	Iteration 110Q: 3 clusters Score -4317610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4317612.000000 Penalty: 5230.293457
	Iteration 111Q: 3 clusters Score -4317612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4317606.500000 Penalty: 5230.293457
	Iteration 112Q: 3 clusters Score -4317606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -4317610.500000 Penalty: 5230.293457
	Iteration 113Q: 3 clusters Score -4317610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4317615.000000 Penalty: 5230.293457
	Iteration 114Q: 3 clusters Score -4317615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4317624.000000 Penalty: 5230.293457
	Iteration 115Q: 3 clusters Score -4317624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -4317621.000000 Penalty: 5230.293457
	Iteration 116Q: 3 clusters Score -4317621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4317623.000000 Penalty: 5230.293457
	Iteration 117Q: 3 clusters Score -4317623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4317626.500000 Penalty: 5230.293457
	Iteration 118Q: 3 clusters Score -4317626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4317628.500000 Penalty: 5230.293457
	Iteration 119Q: 3 clusters Score -4317628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4317626.000000 Penalty: 5230.293457
	Iteration 120F: 3 clusters Score -4317626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4317625.000000 Penalty: 5230.293457
	Iteration 121Q: 3 clusters Score -4317625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4317622.500000 Penalty: 5230.293457
	Iteration 122Q: 3 clusters Score -4317622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4317621.000000 Penalty: 5230.293457
	Iteration 123Q: 3 clusters Score -4317621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4317626.500000 Penalty: 5230.293457
	Iteration 124Q: 3 clusters Score -4317626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -4317624.500000 Penalty: 5230.293457
	Iteration 125Q: 3 clusters Score -4317624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4317621.000000 Penalty: 5230.293457
	Iteration 126Q: 3 clusters Score -4317621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4317622.500000 Penalty: 5230.293457
	Iteration 127Q: 3 clusters Score -4317622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4317622.500000 Penalty: 5230.293457
	Iteration 128F: 3 clusters Score -4317622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Entering Unmasked Estep 
Score: -4336770.000000 Penalty: 2620.864990
	Iteration 0F: 2 clusters Score -4336770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4310466.000000 Penalty: 5241.729980
	Iteration 0F: 3 clusters Score -4310466 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4320120.000000 Penalty: 5241.729980
	Iteration 1F: 3 clusters Score -4320120 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4320446.500000 Penalty: 5241.729980
	Iteration 2Q: 3 clusters Score -4320446 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4320751.500000 Penalty: 5241.729980
	Iteration 3Q: 3 clusters Score -4320752 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4321010.000000 Penalty: 5241.729980
	Iteration 4Q: 3 clusters Score -4321010 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4321262.500000 Penalty: 5241.729980
	Iteration 5Q: 3 clusters Score -4321262 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4321586.000000 Penalty: 5241.729980
	Iteration 6Q: 3 clusters Score -4321586 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4322069.000000 Penalty: 5241.729980
	Iteration 7Q: 3 clusters Score -4322069 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4322796.500000 Penalty: 5241.729980
	Iteration 8Q: 3 clusters Score -4322796 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4324089.000000 Penalty: 5241.729980
	Iteration 9F: 3 clusters Score -4324089 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -4326134.000000 Penalty: 5241.729980
	Iteration 10F: 3 clusters Score -4326134 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4328806.000000 Penalty: 5241.729980
	Iteration 11F: 3 clusters Score -4328806 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4331451.000000 Penalty: 5241.729980
	Iteration 12F: 3 clusters Score -4331451 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -4333188.500000 Penalty: 5241.729980
	Iteration 13Q: 3 clusters Score -4333188 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4333920.500000 Penalty: 5241.729980
	Iteration 14Q: 3 clusters Score -4333920 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4334216.500000 Penalty: 5241.729980
	Iteration 15Q: 3 clusters Score -4334216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -4334340.500000 Penalty: 5241.729980
	Iteration 16Q: 3 clusters Score -4334340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -4334410.000000 Penalty: 5241.729980
	Iteration 17Q: 3 clusters Score -4334410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4334458.000000 Penalty: 5241.729980
	Iteration 18Q: 3 clusters Score -4334458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -4334488.500000 Penalty: 5241.729980
	Iteration 19Q: 3 clusters Score -4334488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4334499.500000 Penalty: 5241.729980
	Iteration 20F: 3 clusters Score -4334500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -4334512.500000 Penalty: 5241.729980
	Iteration 21Q: 3 clusters Score -4334512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4334522.000000 Penalty: 5241.729980
	Iteration 22Q: 3 clusters Score -4334522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4334526.000000 Penalty: 5241.729980
	Iteration 23Q: 3 clusters Score -4334526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4334526.500000 Penalty: 5241.729980
	Iteration 24Q: 3 clusters Score -4334526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4334526.500000 Penalty: 5241.729980
	Iteration 25F: 3 clusters Score -4334526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -44864.148438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -44864.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43413.554688 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -43413.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43595.757812 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -43595.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43639.484375 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -43639.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43650.339844 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -43650.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43654.457031 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -43654.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43659.960938 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -43659.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43667.761719 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -43667.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43678.542969 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -43678.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43683.703125 Penalty: 3013.371582
	Iteration 8Q: 3 clusters Score -43683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43683.703125 Penalty: 3013.371582
	Iteration 9F: 3 clusters Score -43683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 259435 members 
Mstep: Class 6 contains 25946 members 
Mstep: Class 7 contains 18620 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228553 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38871 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591592.000000 Penalty: 60688.125000
Iteration 159Q: 19 clusters Score -8.859159e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 5 contains 259447 members 
Mstep: Class 6 contains 25921 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228560 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54415 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38870 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591520.000000 Penalty: 60688.125000
Iteration 160F: 19 clusters Score -8.859152e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43478 members 
Mstep: Class 5 contains 259450 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 18621 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228569 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54415 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38869 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591432.000000 Penalty: 60688.125000
Iteration 161Q: 19 clusters Score -8.859143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43477 members 
Mstep: Class 5 contains 259459 members 
Mstep: Class 6 contains 25880 members 
Mstep: Class 7 contains 18619 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228577 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 38869 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591448.000000 Penalty: 60688.125000
Iteration 162Q: 19 clusters Score -8.859145e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43479 members 
Mstep: Class 5 contains 259464 members 
Mstep: Class 6 contains 25862 members 
Mstep: Class 7 contains 18616 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228583 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54422 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37980 members 
Mstep: Class 21 contains 38868 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591432.000000 Penalty: 60688.125000
Iteration 163Q: 19 clusters Score -8.859143e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43477 members 
Mstep: Class 5 contains 259460 members 
Mstep: Class 6 contains 25848 members 
Mstep: Class 7 contains 18612 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228598 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54427 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 38866 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591400.000000 Penalty: 60688.125000
Iteration 164Q: 19 clusters Score -8.85914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43479 members 
Mstep: Class 5 contains 259468 members 
Mstep: Class 6 contains 25829 members 
Mstep: Class 7 contains 18610 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228596 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54430 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38864 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591368.000000 Penalty: 60688.125000
Iteration 165Q: 19 clusters Score -8.859137e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43478 members 
Mstep: Class 5 contains 259471 members 
Mstep: Class 6 contains 25809 members 
Mstep: Class 7 contains 18609 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228612 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54431 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38858 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591344.000000 Penalty: 60688.125000
Iteration 166Q: 19 clusters Score -8.859134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 259478 members 
Mstep: Class 6 contains 25795 members 
Mstep: Class 7 contains 18606 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228617 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54432 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38857 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591352.000000 Penalty: 60688.125000
Iteration 167Q: 19 clusters Score -8.859135e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 259474 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 18604 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 228642 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54434 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17852 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 38856 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591296.000000 Penalty: 60688.125000
Iteration 168Q: 19 clusters Score -8.85913e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 259473 members 
Mstep: Class 6 contains 25759 members 
Mstep: Class 7 contains 18603 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228661 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54437 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38855 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591320.000000 Penalty: 60688.125000
Iteration 169Q: 19 clusters Score -8.859132e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 259479 members 
Mstep: Class 6 contains 25739 members 
Mstep: Class 7 contains 18604 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228678 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54438 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 38854 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591352.000000 Penalty: 60688.125000
Iteration 170Q: 19 clusters Score -8.859135e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43483 members 
Mstep: Class 5 contains 259472 members 
Mstep: Class 6 contains 25715 members 
Mstep: Class 7 contains 18601 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228708 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54436 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38853 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591352.000000 Penalty: 60688.125000
Iteration 171Q: 19 clusters Score -8.859135e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43488 members 
Mstep: Class 5 contains 259466 members 
Mstep: Class 6 contains 25689 members 
Mstep: Class 7 contains 18601 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228733 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54438 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 37986 members 
Mstep: Class 21 contains 38851 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591336.000000 Penalty: 60688.125000
Iteration 172Q: 19 clusters Score -8.859134e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 259454 members 
Mstep: Class 6 contains 25665 members 
Mstep: Class 7 contains 18602 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228768 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54438 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16572 members 
Mstep: Class 19 contains 9461 members 
Mstep: Class 20 contains 37985 members 
Mstep: Class 21 contains 38847 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591304.000000 Penalty: 60688.125000
Iteration 173Q: 19 clusters Score -8.85913e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43492 members 
Mstep: Class 5 contains 259443 members 
Mstep: Class 6 contains 25645 members 
Mstep: Class 7 contains 18600 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 228802 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54438 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 38842 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591240.000000 Penalty: 60688.125000
Iteration 174Q: 19 clusters Score -8.859124e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43496 members 
Mstep: Class 5 contains 259430 members 
Mstep: Class 6 contains 25620 members 
Mstep: Class 7 contains 18599 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 228838 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54439 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38836 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591232.000000 Penalty: 60688.125000
Iteration 175Q: 19 clusters Score -8.859123e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43497 members 
Mstep: Class 5 contains 259429 members 
Mstep: Class 6 contains 25596 members 
Mstep: Class 7 contains 18598 members 
Mstep: Class 8 contains 8455 members 
Mstep: Class 9 contains 228870 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54443 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38830 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591216.000000 Penalty: 60688.125000
Iteration 176Q: 19 clusters Score -8.859122e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43500 members 
Mstep: Class 5 contains 259427 members 
Mstep: Class 6 contains 25574 members 
Mstep: Class 7 contains 18595 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 228892 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54449 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 37984 members 
Mstep: Class 21 contains 38827 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591264.000000 Penalty: 60688.125000
Iteration 177Q: 19 clusters Score -8.859126e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43507 members 
Mstep: Class 5 contains 259415 members 
Mstep: Class 6 contains 25551 members 
Mstep: Class 7 contains 18592 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 228917 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54458 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 38826 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591128.000000 Penalty: 60688.125000
Iteration 178Q: 19 clusters Score -8.859113e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43510 members 
Mstep: Class 5 contains 259404 members 
Mstep: Class 6 contains 25528 members 
Mstep: Class 7 contains 18585 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 228942 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54468 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 20 contains 37982 members 
Mstep: Class 21 contains 38831 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591144.000000 Penalty: 60688.125000
Iteration 179Q: 19 clusters Score -8.859114e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43511 members 
Mstep: Class 5 contains 259397 members 
Mstep: Class 6 contains 25507 members 
Mstep: Class 7 contains 18576 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 228967 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54475 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 38832 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591136.000000 Penalty: 60688.125000
Iteration 180F: 19 clusters Score -8.859114e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43512 members 
Mstep: Class 5 contains 259408 members 
Mstep: Class 6 contains 25480 members 
Mstep: Class 7 contains 18568 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 228990 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54483 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 38828 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591128.000000 Penalty: 60688.125000
Iteration 181Q: 19 clusters Score -8.859113e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43514 members 
Mstep: Class 5 contains 259421 members 
Mstep: Class 6 contains 25455 members 
Mstep: Class 7 contains 18561 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 229014 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54487 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 38822 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591056.000000 Penalty: 60688.125000
Iteration 182Q: 19 clusters Score -8.859106e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43521 members 
Mstep: Class 5 contains 259424 members 
Mstep: Class 6 contains 25432 members 
Mstep: Class 7 contains 18552 members 
Mstep: Class 8 contains 8444 members 
Mstep: Class 9 contains 229036 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54489 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17843 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 38821 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590992.000000 Penalty: 60688.125000
Iteration 183Q: 19 clusters Score -8.859099e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43523 members 
Mstep: Class 5 contains 259443 members 
Mstep: Class 6 contains 25413 members 
Mstep: Class 7 contains 18548 members 
Mstep: Class 8 contains 8442 members 
Mstep: Class 9 contains 229042 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54493 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17843 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 37972 members 
Mstep: Class 21 contains 38819 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591040.000000 Penalty: 60688.125000
Iteration 184Q: 19 clusters Score -8.859104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43516 members 
Mstep: Class 5 contains 259462 members 
Mstep: Class 6 contains 25400 members 
Mstep: Class 7 contains 18544 members 
Mstep: Class 8 contains 8442 members 
Mstep: Class 9 contains 229033 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54502 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17843 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 38818 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590904.000000 Penalty: 60688.125000
Iteration 185Q: 19 clusters Score -8.85909e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43513 members 
Mstep: Class 5 contains 259478 members 
Mstep: Class 6 contains 25389 members 
Mstep: Class 7 contains 18543 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 229031 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54505 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17843 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 38815 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 60688.125000
Iteration 186Q: 19 clusters Score -8.859091e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43513 members 
Mstep: Class 5 contains 259484 members 
Mstep: Class 6 contains 25382 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 8438 members 
Mstep: Class 9 contains 229016 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54510 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17840 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9461 members 
Mstep: Class 20 contains 37991 members 
Mstep: Class 21 contains 38814 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590888.000000 Penalty: 60688.125000
Iteration 187Q: 19 clusters Score -8.859089e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43516 members 
Mstep: Class 5 contains 259496 members 
Mstep: Class 6 contains 25375 members 
Mstep: Class 7 contains 18543 members 
Mstep: Class 8 contains 8437 members 
Mstep: Class 9 contains 229001 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54512 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17840 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 37998 members 
Mstep: Class 21 contains 38811 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591000.000000 Penalty: 60688.125000
Iteration 188Q: 19 clusters Score -8.8591e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43521 members 
Mstep: Class 5 contains 259502 members 
Mstep: Class 6 contains 25367 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 8437 members 
Mstep: Class 9 contains 228994 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54516 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17838 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 37999 members 
Mstep: Class 21 contains 38809 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590992.000000 Penalty: 60688.125000
Iteration 189Q: 19 clusters Score -8.859099e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43526 members 
Mstep: Class 5 contains 259502 members 
Mstep: Class 6 contains 25356 members 
Mstep: Class 7 contains 18543 members 
Mstep: Class 8 contains 8437 members 
Mstep: Class 9 contains 229002 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54518 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 21 contains 38808 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590904.000000 Penalty: 60688.125000
Iteration 190Q: 19 clusters Score -8.85909e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43530 members 
Mstep: Class 5 contains 259497 members 
Mstep: Class 6 contains 25348 members 
Mstep: Class 7 contains 18542 members 
Mstep: Class 8 contains 8437 members 
Mstep: Class 9 contains 229010 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54520 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16572 members 
Mstep: Class 19 contains 9462 members 
Mstep: Class 20 contains 37992 members 
Mstep: Class 21 contains 38807 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590888.000000 Penalty: 60688.125000
Iteration 191Q: 19 clusters Score -8.859089e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43532 members 
Mstep: Class 5 contains 259502 members 
Mstep: Class 6 contains 25339 members 
Mstep: Class 7 contains 18536 members 
Mstep: Class 8 contains 8437 members 
Mstep: Class 9 contains 229018 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54522 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16571 members 
Mstep: Class 19 contains 9462 members 
Mstep: Class 20 contains 37990 members 
Mstep: Class 21 contains 38807 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 60688.125000
Iteration 192Q: 19 clusters Score -8.859091e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43534 members 
Mstep: Class 5 contains 259508 members 
Mstep: Class 6 contains 25327 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 8436 members 
Mstep: Class 9 contains 229027 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54522 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16571 members 
Mstep: Class 19 contains 9462 members 
Mstep: Class 20 contains 37990 members 
Mstep: Class 21 contains 38803 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590904.000000 Penalty: 60688.125000
Iteration 193Q: 19 clusters Score -8.85909e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43536 members 
Mstep: Class 5 contains 259509 members 
Mstep: Class 6 contains 25315 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 8434 members 
Mstep: Class 9 contains 229024 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54523 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 21 contains 38804 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590936.000000 Penalty: 60688.125000
Iteration 194Q: 19 clusters Score -8.859094e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43536 members 
Mstep: Class 5 contains 259516 members 
Mstep: Class 6 contains 25309 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 8429 members 
Mstep: Class 9 contains 229028 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54522 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16571 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 37996 members 
Mstep: Class 21 contains 38798 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590968.000000 Penalty: 60688.125000
Iteration 195Q: 19 clusters Score -8.859097e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43537 members 
Mstep: Class 5 contains 259530 members 
Mstep: Class 6 contains 25294 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 8419 members 
Mstep: Class 9 contains 229047 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54522 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16571 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37997 members 
Mstep: Class 21 contains 38787 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590904.000000 Penalty: 60688.125000
Iteration 196Q: 19 clusters Score -8.85909e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43537 members 
Mstep: Class 5 contains 259532 members 
Mstep: Class 6 contains 25277 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 8414 members 
Mstep: Class 9 contains 229073 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54523 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17836 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16568 members 
Mstep: Class 19 contains 9465 members 
Mstep: Class 20 contains 37997 members 
Mstep: Class 21 contains 38785 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590792.000000 Penalty: 60688.125000
Iteration 197Q: 19 clusters Score -8.859079e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43536 members 
Mstep: Class 5 contains 259536 members 
Mstep: Class 6 contains 25258 members 
Mstep: Class 7 contains 18530 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 229088 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54525 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17835 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 9465 members 
Mstep: Class 20 contains 38001 members 
Mstep: Class 21 contains 38785 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 60688.125000
Iteration 198Q: 19 clusters Score -8.859084e+07 nChanged 67
Entering ConstructFrom: 
Score: -88590840.000000 Penalty: 60688.125000
Entering ConstructFrom: 
Trying to split cluster 1 (37334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Entering Unmasked Estep 
Score: -4226157.000000 Penalty: 2610.859619
	Iteration 0F: 2 clusters Score -4226157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4200794.000000 Penalty: 5221.719238
	Iteration 0F: 3 clusters Score -4200794 nChanged 17098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4210439.000000 Penalty: 5221.719238
	Iteration 1F: 3 clusters Score -4210439 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4211304.000000 Penalty: 5221.719238
	Iteration 2Q: 3 clusters Score -4211304 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4212091.500000 Penalty: 5221.719238
	Iteration 3Q: 3 clusters Score -4212092 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4212952.000000 Penalty: 5221.719238
	Iteration 4Q: 3 clusters Score -4212952 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4213824.000000 Penalty: 5221.719238
	Iteration 5Q: 3 clusters Score -4213824 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4214811.000000 Penalty: 5221.719238
	Iteration 6F: 3 clusters Score -4214811 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4216009.500000 Penalty: 5221.719238
	Iteration 7F: 3 clusters Score -4216010 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4217392.500000 Penalty: 5221.719238
	Iteration 8F: 3 clusters Score -4217392 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4218769.000000 Penalty: 5221.719238
	Iteration 9F: 3 clusters Score -4218769 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4219969.500000 Penalty: 5221.719238
	Iteration 10F: 3 clusters Score -4219970 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -4220818.500000 Penalty: 5221.719238
	Iteration 11Q: 3 clusters Score -4220818 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4221446.500000 Penalty: 5221.719238
	Iteration 12Q: 3 clusters Score -4221446 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -4221958.000000 Penalty: 5221.719238
	Iteration 13Q: 3 clusters Score -4221958 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4222388.000000 Penalty: 5221.719238
	Iteration 14Q: 3 clusters Score -4222388 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4222704.000000 Penalty: 5221.719238
	Iteration 15Q: 3 clusters Score -4222704 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -4222982.500000 Penalty: 5221.719238
	Iteration 16Q: 3 clusters Score -4222982 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -4223200.500000 Penalty: 5221.719238
	Iteration 17Q: 3 clusters Score -4223200 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -4223404.000000 Penalty: 5221.719238
	Iteration 18Q: 3 clusters Score -4223404 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -4223602.000000 Penalty: 5221.719238
	Iteration 19Q: 3 clusters Score -4223602 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4223765.000000 Penalty: 5221.719238
	Iteration 20F: 3 clusters Score -4223765 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -4223965.000000 Penalty: 5221.719238
	Iteration 21Q: 3 clusters Score -4223965 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4224119.000000 Penalty: 5221.719238
	Iteration 22Q: 3 clusters Score -4224119 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4224248.500000 Penalty: 5221.719238
	Iteration 23Q: 3 clusters Score -4224248 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4224372.000000 Penalty: 5221.719238
	Iteration 24Q: 3 clusters Score -4224372 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4224493.000000 Penalty: 5221.719238
	Iteration 25Q: 3 clusters Score -4224493 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4224603.000000 Penalty: 5221.719238
	Iteration 26Q: 3 clusters Score -4224603 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4224703.500000 Penalty: 5221.719238
	Iteration 27Q: 3 clusters Score -4224704 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4224817.500000 Penalty: 5221.719238
	Iteration 28Q: 3 clusters Score -4224818 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4224926.000000 Penalty: 5221.719238
	Iteration 29Q: 3 clusters Score -4224926 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4225039.000000 Penalty: 5221.719238
	Iteration 30Q: 3 clusters Score -4225039 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4225107.500000 Penalty: 5221.719238
	Iteration 31Q: 3 clusters Score -4225108 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4225214.000000 Penalty: 5221.719238
	Iteration 32Q: 3 clusters Score -4225214 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4225289.000000 Penalty: 5221.719238
	Iteration 33Q: 3 clusters Score -4225289 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4225386.000000 Penalty: 5221.719238
	Iteration 34Q: 3 clusters Score -4225386 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4225439.000000 Penalty: 5221.719238
	Iteration 35Q: 3 clusters Score -4225439 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4225513.500000 Penalty: 5221.719238
	Iteration 36Q: 3 clusters Score -4225514 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4225594.000000 Penalty: 5221.719238
	Iteration 37Q: 3 clusters Score -4225594 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4225650.500000 Penalty: 5221.719238
	Iteration 38Q: 3 clusters Score -4225650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4225716.500000 Penalty: 5221.719238
	Iteration 39Q: 3 clusters Score -4225716 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4225766.000000 Penalty: 5221.719238
	Iteration 40F: 3 clusters Score -4225766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4225786.500000 Penalty: 5221.719238
	Iteration 41Q: 3 clusters Score -4225786 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4225817.000000 Penalty: 5221.719238
	Iteration 42Q: 3 clusters Score -4225817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4225852.000000 Penalty: 5221.719238
	Iteration 43Q: 3 clusters Score -4225852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4225881.500000 Penalty: 5221.719238
	Iteration 44Q: 3 clusters Score -4225882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4225896.500000 Penalty: 5221.719238
	Iteration 45Q: 3 clusters Score -4225896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4225909.000000 Penalty: 5221.719238
	Iteration 46Q: 3 clusters Score -4225909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4225911.000000 Penalty: 5221.719238
	Iteration 47Q: 3 clusters Score -4225911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4225920.000000 Penalty: 5221.719238
	Iteration 48Q: 3 clusters Score -4225920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4225935.000000 Penalty: 5221.719238
	Iteration 49Q: 3 clusters Score -4225935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4225946.500000 Penalty: 5221.719238
	Iteration 50Q: 3 clusters Score -4225946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4225952.000000 Penalty: 5221.719238
	Iteration 51Q: 3 clusters Score -4225952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4225964.500000 Penalty: 5221.719238
	Iteration 52Q: 3 clusters Score -4225964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4225969.500000 Penalty: 5221.719238
	Iteration 53Q: 3 clusters Score -4225970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4225975.000000 Penalty: 5221.719238
	Iteration 54Q: 3 clusters Score -4225975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4225977.000000 Penalty: 5221.719238
	Iteration 55Q: 3 clusters Score -4225977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4225987.000000 Penalty: 5221.719238
	Iteration 56Q: 3 clusters Score -4225987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4225983.000000 Penalty: 5221.719238
	Iteration 57Q: 3 clusters Score -4225983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4225986.500000 Penalty: 5221.719238
	Iteration 58Q: 3 clusters Score -4225986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4225990.500000 Penalty: 5221.719238
	Iteration 59Q: 3 clusters Score -4225990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4225985.000000 Penalty: 5221.719238
	Iteration 60F: 3 clusters Score -4225985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4225992.500000 Penalty: 5221.719238
	Iteration 61Q: 3 clusters Score -4225992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4225998.000000 Penalty: 5221.719238
	Iteration 62Q: 3 clusters Score -4225998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4226000.000000 Penalty: 5221.719238
	Iteration 63Q: 3 clusters Score -4226000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4225994.500000 Penalty: 5221.719238
	Iteration 64Q: 3 clusters Score -4225994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4225993.000000 Penalty: 5221.719238
	Iteration 65Q: 3 clusters Score -4225993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4225995.500000 Penalty: 5221.719238
	Iteration 66Q: 3 clusters Score -4225996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4225996.000000 Penalty: 5221.719238
	Iteration 67Q: 3 clusters Score -4225996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4225992.500000 Penalty: 5221.719238
	Iteration 68Q: 3 clusters Score -4225992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4225992.500000 Penalty: 5221.719238
	Iteration 69F: 3 clusters Score -4225992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -110005.562500 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -110005.6 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 590 members 
Entering Unmasked Estep 
Score: -107986.515625 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -107986.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -108411.664062 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -108411.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -108658.554688 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -108658.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108836.585938 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -108836.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109191.648438 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -109191.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109658.226562 Penalty: 3495.999756
	Iteration 5F: 3 clusters Score -109658.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -109918.632812 Penalty: 3495.999756
	Iteration 6F: 3 clusters Score -109918.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -110280.375000 Penalty: 3495.999756
	Iteration 7F: 3 clusters Score -110280.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -110855.257812 Penalty: 3495.999756
	Iteration 8F: 3 clusters Score -110855.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -111142.445312 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -111142.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -111187.773438 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -111187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -111199.710938 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -111199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -111199.710938 Penalty: 3495.999756
	Iteration 12F: 3 clusters Score -111199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 43539 members 
Mstep: Class 5 contains 259547 members 
Mstep: Class 6 contains 25246 members 
Mstep: Class 7 contains 18527 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 229089 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54527 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17835 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 9465 members 
Mstep: Class 20 contains 38003 members 
Mstep: Class 21 contains 38782 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88590360.000000 Penalty: 64059.687500
Splitting cluster 3 changes total score from -88590840.000000 to -88590360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Entering Unmasked Estep 
Score: -4910431.500000 Penalty: 2648.990234
	Iteration 0F: 2 clusters Score -4910432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4881168.000000 Penalty: 5297.980469
	Iteration 0F: 3 clusters Score -4881168 nChanged 19948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4892047.500000 Penalty: 5297.980469
	Iteration 1F: 3 clusters Score -4892048 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4892645.000000 Penalty: 5297.980469
	Iteration 2Q: 3 clusters Score -4892645 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4893421.000000 Penalty: 5297.980469
	Iteration 3Q: 3 clusters Score -4893421 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -4894650.000000 Penalty: 5297.980469
	Iteration 4F: 3 clusters Score -4894650 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -4896515.500000 Penalty: 5297.980469
	Iteration 5F: 3 clusters Score -4896516 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4898786.500000 Penalty: 5297.980469
	Iteration 6F: 3 clusters Score -4898786 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4900883.000000 Penalty: 5297.980469
	Iteration 7F: 3 clusters Score -4900883 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4902518.000000 Penalty: 5297.980469
	Iteration 8F: 3 clusters Score -4902518 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4903767.500000 Penalty: 5297.980469
	Iteration 9F: 3 clusters Score -4903768 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -4904843.500000 Penalty: 5297.980469
	Iteration 10Q: 3 clusters Score -4904844 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4905684.000000 Penalty: 5297.980469
	Iteration 11Q: 3 clusters Score -4905684 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4906377.000000 Penalty: 5297.980469
	Iteration 12Q: 3 clusters Score -4906377 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -4906938.000000 Penalty: 5297.980469
	Iteration 13Q: 3 clusters Score -4906938 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -4907300.500000 Penalty: 5297.980469
	Iteration 14Q: 3 clusters Score -4907300 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4907595.000000 Penalty: 5297.980469
	Iteration 15Q: 3 clusters Score -4907595 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -4907787.500000 Penalty: 5297.980469
	Iteration 16Q: 3 clusters Score -4907788 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4907958.500000 Penalty: 5297.980469
	Iteration 17Q: 3 clusters Score -4907958 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -4908137.500000 Penalty: 5297.980469
	Iteration 18Q: 3 clusters Score -4908138 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4908260.500000 Penalty: 5297.980469
	Iteration 19Q: 3 clusters Score -4908260 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4908445.000000 Penalty: 5297.980469
	Iteration 20F: 3 clusters Score -4908445 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4908587.500000 Penalty: 5297.980469
	Iteration 21Q: 3 clusters Score -4908588 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4908745.000000 Penalty: 5297.980469
	Iteration 22Q: 3 clusters Score -4908745 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4908880.500000 Penalty: 5297.980469
	Iteration 23Q: 3 clusters Score -4908880 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4909017.500000 Penalty: 5297.980469
	Iteration 24Q: 3 clusters Score -4909018 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4909113.000000 Penalty: 5297.980469
	Iteration 25Q: 3 clusters Score -4909113 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4909227.500000 Penalty: 5297.980469
	Iteration 26Q: 3 clusters Score -4909228 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4909300.500000 Penalty: 5297.980469
	Iteration 27Q: 3 clusters Score -4909300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4909369.500000 Penalty: 5297.980469
	Iteration 28Q: 3 clusters Score -4909370 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4909391.500000 Penalty: 5297.980469
	Iteration 29Q: 3 clusters Score -4909392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4909428.500000 Penalty: 5297.980469
	Iteration 30Q: 3 clusters Score -4909428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4909448.500000 Penalty: 5297.980469
	Iteration 31Q: 3 clusters Score -4909448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4909465.000000 Penalty: 5297.980469
	Iteration 32Q: 3 clusters Score -4909465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4909480.000000 Penalty: 5297.980469
	Iteration 33Q: 3 clusters Score -4909480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4909495.500000 Penalty: 5297.980469
	Iteration 34Q: 3 clusters Score -4909496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4909485.500000 Penalty: 5297.980469
	Iteration 35Q: 3 clusters Score -4909486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4909495.500000 Penalty: 5297.980469
	Iteration 36Q: 3 clusters Score -4909496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4909504.500000 Penalty: 5297.980469
	Iteration 37Q: 3 clusters Score -4909504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4909505.500000 Penalty: 5297.980469
	Iteration 38Q: 3 clusters Score -4909506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4909506.500000 Penalty: 5297.980469
	Iteration 39Q: 3 clusters Score -4909506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4909509.000000 Penalty: 5297.980469
	Iteration 40F: 3 clusters Score -4909509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4909512.500000 Penalty: 5297.980469
	Iteration 41Q: 3 clusters Score -4909512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4909509.000000 Penalty: 5297.980469
	Iteration 42Q: 3 clusters Score -4909509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4909505.500000 Penalty: 5297.980469
	Iteration 43Q: 3 clusters Score -4909506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4909505.500000 Penalty: 5297.980469
	Iteration 44F: 3 clusters Score -4909506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (259547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259547 members 
Entering Unmasked Estep 
Score: -29239062.000000 Penalty: 3091.739746
	Iteration 0F: 2 clusters Score -2.923906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129496 members 
Mstep: Class 2 contains 130051 members 
Entering Unmasked Estep 
Score: -29082848.000000 Penalty: 6183.479492
	Iteration 0F: 3 clusters Score -2.908285e+07 nChanged 125537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 136082 members 
Entering Unmasked Estep 
Score: -29157456.000000 Penalty: 6183.479492
	Iteration 1F: 3 clusters Score -2.915746e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120137 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -29158590.000000 Penalty: 6183.479492
	Iteration 2Q: 3 clusters Score -2.915859e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 144563 members 
Entering Unmasked Estep 
Score: -29160680.000000 Penalty: 6183.479492
	Iteration 3Q: 3 clusters Score -2.916068e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107007 members 
Mstep: Class 2 contains 152540 members 
Entering Unmasked Estep 
Score: -29163852.000000 Penalty: 6183.479492
	Iteration 4Q: 3 clusters Score -2.916385e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -29170036.000000 Penalty: 6183.479492
	Iteration 5Q: 3 clusters Score -2.917004e+07 nChanged 17195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 181677 members 
Entering Unmasked Estep 
Score: -29181226.000000 Penalty: 6183.479492
	Iteration 6F: 3 clusters Score -2.918123e+07 nChanged 22118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 203779 members 
Entering Unmasked Estep 
Score: -29199258.000000 Penalty: 6183.479492
	Iteration 7F: 3 clusters Score -2.919926e+07 nChanged 23510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 227289 members 
Entering Unmasked Estep 
Score: -29219068.000000 Penalty: 6183.479492
	Iteration 8F: 3 clusters Score -2.921907e+07 nChanged 17499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 244788 members 
Entering Unmasked Estep 
Score: -29228622.000000 Penalty: 6183.479492
	Iteration 9F: 3 clusters Score -2.922862e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 253494 members 
Entering Unmasked Estep 
Score: -29233094.000000 Penalty: 6183.479492
	Iteration 10Q: 3 clusters Score -2.923309e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 257019 members 
Entering Unmasked Estep 
Score: -29234832.000000 Penalty: 6183.479492
	Iteration 11Q: 3 clusters Score -2.923483e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 258312 members 
Entering Unmasked Estep 
Score: -29235690.000000 Penalty: 6183.479492
	Iteration 12Q: 3 clusters Score -2.923569e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 258804 members 
Entering Unmasked Estep 
Score: -29235996.000000 Penalty: 6183.479492
	Iteration 13Q: 3 clusters Score -2.9236e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 258990 members 
Entering Unmasked Estep 
Score: -29236150.000000 Penalty: 6183.479492
	Iteration 14Q: 3 clusters Score -2.923615e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 259060 members 
Entering Unmasked Estep 
Score: -29236276.000000 Penalty: 6183.479492
	Iteration 15Q: 3 clusters Score -2.923628e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 259097 members 
Entering Unmasked Estep 
Score: -29236314.000000 Penalty: 6183.479492
	Iteration 16Q: 3 clusters Score -2.923631e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 259126 members 
Entering Unmasked Estep 
Score: -29236374.000000 Penalty: 6183.479492
	Iteration 17Q: 3 clusters Score -2.923637e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 259142 members 
Entering Unmasked Estep 
Score: -29236390.000000 Penalty: 6183.479492
	Iteration 18Q: 3 clusters Score -2.923639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 259158 members 
Entering Unmasked Estep 
Score: -29236414.000000 Penalty: 6183.479492
	Iteration 19Q: 3 clusters Score -2.923641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 259167 members 
Entering Unmasked Estep 
Score: -29236416.000000 Penalty: 6183.479492
	Iteration 20F: 3 clusters Score -2.923642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 259177 members 
Entering Unmasked Estep 
Score: -29236444.000000 Penalty: 6183.479492
	Iteration 21Q: 3 clusters Score -2.923644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 259181 members 
Entering Unmasked Estep 
Score: -29236460.000000 Penalty: 6183.479492
	Iteration 22Q: 3 clusters Score -2.923646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 259182 members 
Entering Unmasked Estep 
Score: -29236474.000000 Penalty: 6183.479492
	Iteration 23Q: 3 clusters Score -2.923647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 259183 members 
Entering Unmasked Estep 
Score: -29236462.000000 Penalty: 6183.479492
	Iteration 24Q: 3 clusters Score -2.923646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 259186 members 
Entering Unmasked Estep 
Score: -29236486.000000 Penalty: 6183.479492
	Iteration 25Q: 3 clusters Score -2.923649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 259188 members 
Entering Unmasked Estep 
Score: -29236498.000000 Penalty: 6183.479492
	Iteration 26Q: 3 clusters Score -2.92365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 259192 members 
Entering Unmasked Estep 
Score: -29236482.000000 Penalty: 6183.479492
	Iteration 27Q: 3 clusters Score -2.923648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 259191 members 
Entering Unmasked Estep 
Score: -29236476.000000 Penalty: 6183.479492
	Iteration 28Q: 3 clusters Score -2.923648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 259189 members 
Entering Unmasked Estep 
Score: -29236488.000000 Penalty: 6183.479492
	Iteration 29Q: 3 clusters Score -2.923649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 259187 members 
Entering Unmasked Estep 
Score: -29236504.000000 Penalty: 6183.479492
	Iteration 30Q: 3 clusters Score -2.92365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 259188 members 
Entering Unmasked Estep 
Score: -29236498.000000 Penalty: 6183.479492
	Iteration 31Q: 3 clusters Score -2.92365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 259188 members 
Entering Unmasked Estep 
Score: -29236498.000000 Penalty: 6183.479492
	Iteration 32F: 3 clusters Score -2.92365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Entering Unmasked Estep 
Score: -2883081.750000 Penalty: 2513.833008
	Iteration 0F: 2 clusters Score -2883082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2865618.750000 Penalty: 5027.666016
	Iteration 0F: 3 clusters Score -2865619 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2871603.500000 Penalty: 5027.666016
	Iteration 1F: 3 clusters Score -2871604 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2871975.000000 Penalty: 5027.666016
	Iteration 2Q: 3 clusters Score -2871975 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2872324.250000 Penalty: 5027.666016
	Iteration 3Q: 3 clusters Score -2872324 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2872683.750000 Penalty: 5027.666016
	Iteration 4Q: 3 clusters Score -2872684 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2873100.500000 Penalty: 5027.666016
	Iteration 5Q: 3 clusters Score -2873100 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2873642.000000 Penalty: 5027.666016
	Iteration 6Q: 3 clusters Score -2873642 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2874391.500000 Penalty: 5027.666016
	Iteration 7Q: 3 clusters Score -2874392 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2875404.250000 Penalty: 5027.666016
	Iteration 8F: 3 clusters Score -2875404 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2876752.750000 Penalty: 5027.666016
	Iteration 9F: 3 clusters Score -2876753 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2878232.500000 Penalty: 5027.666016
	Iteration 10F: 3 clusters Score -2878232 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2879359.500000 Penalty: 5027.666016
	Iteration 11Q: 3 clusters Score -2879360 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2880041.250000 Penalty: 5027.666016
	Iteration 12Q: 3 clusters Score -2880041 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2880377.000000 Penalty: 5027.666016
	Iteration 13Q: 3 clusters Score -2880377 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2880575.000000 Penalty: 5027.666016
	Iteration 14Q: 3 clusters Score -2880575 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2880689.750000 Penalty: 5027.666016
	Iteration 15Q: 3 clusters Score -2880690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2880756.500000 Penalty: 5027.666016
	Iteration 16Q: 3 clusters Score -2880756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2880798.500000 Penalty: 5027.666016
	Iteration 17Q: 3 clusters Score -2880798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2880831.250000 Penalty: 5027.666016
	Iteration 18Q: 3 clusters Score -2880831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2880856.000000 Penalty: 5027.666016
	Iteration 19Q: 3 clusters Score -2880856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2880870.000000 Penalty: 5027.666016
	Iteration 20F: 3 clusters Score -2880870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2880879.250000 Penalty: 5027.666016
	Iteration 21Q: 3 clusters Score -2880879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2880894.250000 Penalty: 5027.666016
	Iteration 22Q: 3 clusters Score -2880894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2880899.500000 Penalty: 5027.666016
	Iteration 23Q: 3 clusters Score -2880900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2880901.250000 Penalty: 5027.666016
	Iteration 24Q: 3 clusters Score -2880901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2880904.500000 Penalty: 5027.666016
	Iteration 25Q: 3 clusters Score -2880904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2880905.750000 Penalty: 5027.666016
	Iteration 26Q: 3 clusters Score -2880906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2880908.750000 Penalty: 5027.666016
	Iteration 27Q: 3 clusters Score -2880909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2880907.500000 Penalty: 5027.666016
	Iteration 28Q: 3 clusters Score -2880908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2880912.500000 Penalty: 5027.666016
	Iteration 29Q: 3 clusters Score -2880912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2880913.250000 Penalty: 5027.666016
	Iteration 30Q: 3 clusters Score -2880913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2880916.000000 Penalty: 5027.666016
	Iteration 31Q: 3 clusters Score -2880916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2880919.250000 Penalty: 5027.666016
	Iteration 32Q: 3 clusters Score -2880919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2880920.500000 Penalty: 5027.666016
	Iteration 33Q: 3 clusters Score -2880920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2880920.500000 Penalty: 5027.666016
	Iteration 34F: 3 clusters Score -2880920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Entering Unmasked Estep 
Score: -2109735.000000 Penalty: 2437.092041
	Iteration 0F: 2 clusters Score -2109735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2096641.625000 Penalty: 4874.184082
	Iteration 0F: 3 clusters Score -2096642 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2101101.250000 Penalty: 4874.184082
	Iteration 1F: 3 clusters Score -2101101 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2101553.500000 Penalty: 4874.184082
	Iteration 2F: 3 clusters Score -2101554 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2101972.500000 Penalty: 4874.184082
	Iteration 3Q: 3 clusters Score -2101972 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2102379.000000 Penalty: 4874.184082
	Iteration 4Q: 3 clusters Score -2102379 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2102801.000000 Penalty: 4874.184082
	Iteration 5Q: 3 clusters Score -2102801 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2103224.500000 Penalty: 4874.184082
	Iteration 6Q: 3 clusters Score -2103224 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2103659.500000 Penalty: 4874.184082
	Iteration 7Q: 3 clusters Score -2103660 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2104085.500000 Penalty: 4874.184082
	Iteration 8Q: 3 clusters Score -2104086 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2104514.500000 Penalty: 4874.184082
	Iteration 9Q: 3 clusters Score -2104514 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2104945.000000 Penalty: 4874.184082
	Iteration 10Q: 3 clusters Score -2104945 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2105380.750000 Penalty: 4874.184082
	Iteration 11Q: 3 clusters Score -2105381 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2105796.250000 Penalty: 4874.184082
	Iteration 12Q: 3 clusters Score -2105796 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2106155.000000 Penalty: 4874.184082
	Iteration 13Q: 3 clusters Score -2106155 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2106461.250000 Penalty: 4874.184082
	Iteration 14Q: 3 clusters Score -2106461 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2106684.500000 Penalty: 4874.184082
	Iteration 15Q: 3 clusters Score -2106684 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2106863.500000 Penalty: 4874.184082
	Iteration 16Q: 3 clusters Score -2106864 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2106998.500000 Penalty: 4874.184082
	Iteration 17Q: 3 clusters Score -2106998 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2107115.250000 Penalty: 4874.184082
	Iteration 18Q: 3 clusters Score -2107115 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2107221.000000 Penalty: 4874.184082
	Iteration 19Q: 3 clusters Score -2107221 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2107297.750000 Penalty: 4874.184082
	Iteration 20F: 3 clusters Score -2107298 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2107361.000000 Penalty: 4874.184082
	Iteration 21Q: 3 clusters Score -2107361 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2107432.250000 Penalty: 4874.184082
	Iteration 22Q: 3 clusters Score -2107432 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2107496.500000 Penalty: 4874.184082
	Iteration 23Q: 3 clusters Score -2107496 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2107566.250000 Penalty: 4874.184082
	Iteration 24Q: 3 clusters Score -2107566 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2107621.250000 Penalty: 4874.184082
	Iteration 25Q: 3 clusters Score -2107621 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2107668.250000 Penalty: 4874.184082
	Iteration 26Q: 3 clusters Score -2107668 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2107725.500000 Penalty: 4874.184082
	Iteration 27Q: 3 clusters Score -2107726 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2107760.750000 Penalty: 4874.184082
	Iteration 28Q: 3 clusters Score -2107761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2107788.250000 Penalty: 4874.184082
	Iteration 29Q: 3 clusters Score -2107788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2107820.750000 Penalty: 4874.184082
	Iteration 30Q: 3 clusters Score -2107821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2107843.000000 Penalty: 4874.184082
	Iteration 31Q: 3 clusters Score -2107843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2107857.250000 Penalty: 4874.184082
	Iteration 32Q: 3 clusters Score -2107857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2107872.750000 Penalty: 4874.184082
	Iteration 33Q: 3 clusters Score -2107873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2107903.500000 Penalty: 4874.184082
	Iteration 34Q: 3 clusters Score -2107904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2107917.750000 Penalty: 4874.184082
	Iteration 35Q: 3 clusters Score -2107918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2107937.750000 Penalty: 4874.184082
	Iteration 36Q: 3 clusters Score -2107938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2107945.000000 Penalty: 4874.184082
	Iteration 37Q: 3 clusters Score -2107945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2107963.000000 Penalty: 4874.184082
	Iteration 38Q: 3 clusters Score -2107963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2107972.500000 Penalty: 4874.184082
	Iteration 39Q: 3 clusters Score -2107972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2107990.000000 Penalty: 4874.184082
	Iteration 40F: 3 clusters Score -2107990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2108001.000000 Penalty: 4874.184082
	Iteration 41Q: 3 clusters Score -2108001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2108007.250000 Penalty: 4874.184082
	Iteration 42Q: 3 clusters Score -2108007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2108018.500000 Penalty: 4874.184082
	Iteration 43Q: 3 clusters Score -2108018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2108025.750000 Penalty: 4874.184082
	Iteration 44Q: 3 clusters Score -2108026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2108035.500000 Penalty: 4874.184082
	Iteration 45Q: 3 clusters Score -2108036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2108039.250000 Penalty: 4874.184082
	Iteration 46Q: 3 clusters Score -2108039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2108041.750000 Penalty: 4874.184082
	Iteration 47Q: 3 clusters Score -2108042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2108044.000000 Penalty: 4874.184082
	Iteration 48Q: 3 clusters Score -2108044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2108055.750000 Penalty: 4874.184082
	Iteration 49Q: 3 clusters Score -2108056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2108058.750000 Penalty: 4874.184082
	Iteration 50Q: 3 clusters Score -2108059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2108059.500000 Penalty: 4874.184082
	Iteration 51Q: 3 clusters Score -2108060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2108063.250000 Penalty: 4874.184082
	Iteration 52Q: 3 clusters Score -2108063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2108058.500000 Penalty: 4874.184082
	Iteration 53Q: 3 clusters Score -2108058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2108066.000000 Penalty: 4874.184082
	Iteration 54Q: 3 clusters Score -2108066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2108067.750000 Penalty: 4874.184082
	Iteration 55Q: 3 clusters Score -2108068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2108070.000000 Penalty: 4874.184082
	Iteration 56Q: 3 clusters Score -2108070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2108078.250000 Penalty: 4874.184082
	Iteration 57Q: 3 clusters Score -2108078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2108081.000000 Penalty: 4874.184082
	Iteration 58Q: 3 clusters Score -2108081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2108086.250000 Penalty: 4874.184082
	Iteration 59Q: 3 clusters Score -2108086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2108092.500000 Penalty: 4874.184082
	Iteration 60F: 3 clusters Score -2108092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2108094.000000 Penalty: 4874.184082
	Iteration 61Q: 3 clusters Score -2108094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2108100.000000 Penalty: 4874.184082
	Iteration 62Q: 3 clusters Score -2108100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2108104.250000 Penalty: 4874.184082
	Iteration 63Q: 3 clusters Score -2108104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2108105.750000 Penalty: 4874.184082
	Iteration 64Q: 3 clusters Score -2108106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2108105.000000 Penalty: 4874.184082
	Iteration 65Q: 3 clusters Score -2108105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2108110.500000 Penalty: 4874.184082
	Iteration 66Q: 3 clusters Score -2108110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2108110.500000 Penalty: 4874.184082
	Iteration 67Q: 3 clusters Score -2108110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2108116.750000 Penalty: 4874.184082
	Iteration 68Q: 3 clusters Score -2108117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2108120.250000 Penalty: 4874.184082
	Iteration 69Q: 3 clusters Score -2108120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2108119.250000 Penalty: 4874.184082
	Iteration 70Q: 3 clusters Score -2108119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2108124.500000 Penalty: 4874.184082
	Iteration 71Q: 3 clusters Score -2108124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2108126.000000 Penalty: 4874.184082
	Iteration 72Q: 3 clusters Score -2108126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2108125.250000 Penalty: 4874.184082
	Iteration 73Q: 3 clusters Score -2108125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2108124.500000 Penalty: 4874.184082
	Iteration 74Q: 3 clusters Score -2108124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2108124.500000 Penalty: 4874.184082
	Iteration 75F: 3 clusters Score -2108124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -965036.625000 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -965036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -958425.625000 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -958425.6 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -960278.125000 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -960278.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -960495.750000 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -960495.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -960624.625000 Penalty: 4482.321777
	Iteration 3Q: 3 clusters Score -960624.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -960694.500000 Penalty: 4482.321777
	Iteration 4Q: 3 clusters Score -960694.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -960750.687500 Penalty: 4482.321777
	Iteration 5Q: 3 clusters Score -960750.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -960806.125000 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -960806.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -960856.437500 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -960856.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -960908.125000 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -960908.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -960960.812500 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -960960.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -961013.250000 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -961013.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -961066.562500 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -961066.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -961107.750000 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -961107.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -961178.562500 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -961178.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -961286.500000 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -961286.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -961406.437500 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -961406.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -961548.437500 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -961548.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -961720.437500 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -961720.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -961927.937500 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -961927.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -962150.250000 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -962150.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -962393.312500 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -962393.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -962603.875000 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -962603.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -962756.937500 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -962756.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -962838.937500 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -962838.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -962901.125000 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -962901.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -962934.375000 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -962934.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -962954.062500 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -962954.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -962971.750000 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -962971.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -962981.250000 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -962981.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -962988.625000 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -962988.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -963002.312500 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -963002.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -963013.437500 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -963013.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -963017.312500 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -963017.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -963025.312500 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -963025.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -963035.000000 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -963035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -963046.500000 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -963046.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -963055.437500 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -963055.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -963060.875000 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -963060.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -963063.812500 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -963063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -963066.000000 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -963066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -963067.375000 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -963067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -963068.687500 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -963068.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -963071.687500 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -963071.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -963073.687500 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -963073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -963077.625000 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -963077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -963077.562500 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -963077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -963077.500000 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -963077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -963082.750000 Penalty: 4482.321777
	Iteration 47Q: 3 clusters Score -963082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -963084.187500 Penalty: 4482.321777
	Iteration 48Q: 3 clusters Score -963084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -963085.750000 Penalty: 4482.321777
	Iteration 49Q: 3 clusters Score -963085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -963087.562500 Penalty: 4482.321777
	Iteration 50Q: 3 clusters Score -963087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -963086.125000 Penalty: 4482.321777
	Iteration 51Q: 3 clusters Score -963086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -963087.187500 Penalty: 4482.321777
	Iteration 52Q: 3 clusters Score -963087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -963086.437500 Penalty: 4482.321777
	Iteration 53Q: 3 clusters Score -963086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -963087.937500 Penalty: 4482.321777
	Iteration 54Q: 3 clusters Score -963087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -963087.937500 Penalty: 4482.321777
	Iteration 55F: 3 clusters Score -963087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (229089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229089 members 
Entering Unmasked Estep 
Score: -25643566.000000 Penalty: 3060.782715
	Iteration 0F: 2 clusters Score -2.564357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114417 members 
Mstep: Class 2 contains 114672 members 
Entering Unmasked Estep 
Score: -25495370.000000 Penalty: 6121.565430
	Iteration 0F: 3 clusters Score -2.549537e+07 nChanged 110224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -25559926.000000 Penalty: 6121.565430
	Iteration 1F: 3 clusters Score -2.555993e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109989 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -25561018.000000 Penalty: 6121.565430
	Iteration 2Q: 3 clusters Score -2.556102e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 121713 members 
Entering Unmasked Estep 
Score: -25562600.000000 Penalty: 6121.565430
	Iteration 3Q: 3 clusters Score -2.55626e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 125697 members 
Entering Unmasked Estep 
Score: -25565792.000000 Penalty: 6121.565430
	Iteration 4Q: 3 clusters Score -2.556579e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 131687 members 
Entering Unmasked Estep 
Score: -25571156.000000 Penalty: 6121.565430
	Iteration 5Q: 3 clusters Score -2.557116e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -25578922.000000 Penalty: 6121.565430
	Iteration 6F: 3 clusters Score -2.557892e+07 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 151868 members 
Entering Unmasked Estep 
Score: -25589788.000000 Penalty: 6121.565430
	Iteration 7F: 3 clusters Score -2.558979e+07 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 165804 members 
Entering Unmasked Estep 
Score: -25602524.000000 Penalty: 6121.565430
	Iteration 8F: 3 clusters Score -2.560252e+07 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 179887 members 
Entering Unmasked Estep 
Score: -25615814.000000 Penalty: 6121.565430
	Iteration 9F: 3 clusters Score -2.561581e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 191486 members 
Entering Unmasked Estep 
Score: -25626380.000000 Penalty: 6121.565430
	Iteration 10F: 3 clusters Score -2.562638e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 199456 members 
Entering Unmasked Estep 
Score: -25633478.000000 Penalty: 6121.565430
	Iteration 11Q: 3 clusters Score -2.563348e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 204541 members 
Entering Unmasked Estep 
Score: -25637730.000000 Penalty: 6121.565430
	Iteration 12Q: 3 clusters Score -2.563773e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 207831 members 
Entering Unmasked Estep 
Score: -25639890.000000 Penalty: 6121.565430
	Iteration 13Q: 3 clusters Score -2.563989e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 210356 members 
Entering Unmasked Estep 
Score: -25641060.000000 Penalty: 6121.565430
	Iteration 14Q: 3 clusters Score -2.564106e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 212330 members 
Entering Unmasked Estep 
Score: -25641946.000000 Penalty: 6121.565430
	Iteration 15Q: 3 clusters Score -2.564195e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 213961 members 
Entering Unmasked Estep 
Score: -25642544.000000 Penalty: 6121.565430
	Iteration 16Q: 3 clusters Score -2.564254e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 215331 members 
Entering Unmasked Estep 
Score: -25643004.000000 Penalty: 6121.565430
	Iteration 17Q: 3 clusters Score -2.5643e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 216489 members 
Entering Unmasked Estep 
Score: -25643340.000000 Penalty: 6121.565430
	Iteration 18Q: 3 clusters Score -2.564334e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 217496 members 
Entering Unmasked Estep 
Score: -25643636.000000 Penalty: 6121.565430
	Iteration 19Q: 3 clusters Score -2.564364e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 218365 members 
Entering Unmasked Estep 
Score: -25643842.000000 Penalty: 6121.565430
	Iteration 20F: 3 clusters Score -2.564384e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 219140 members 
Entering Unmasked Estep 
Score: -25644070.000000 Penalty: 6121.565430
	Iteration 21Q: 3 clusters Score -2.564407e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 219854 members 
Entering Unmasked Estep 
Score: -25644212.000000 Penalty: 6121.565430
	Iteration 22Q: 3 clusters Score -2.564421e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 220455 members 
Entering Unmasked Estep 
Score: -25644342.000000 Penalty: 6121.565430
	Iteration 23Q: 3 clusters Score -2.564434e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 220982 members 
Entering Unmasked Estep 
Score: -25644446.000000 Penalty: 6121.565430
	Iteration 24Q: 3 clusters Score -2.564445e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 221448 members 
Entering Unmasked Estep 
Score: -25644428.000000 Penalty: 6121.565430
	Iteration 25Q: 3 clusters Score -2.564443e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 221849 members 
Entering Unmasked Estep 
Score: -25644466.000000 Penalty: 6121.565430
	Iteration 26Q: 3 clusters Score -2.564447e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 222175 members 
Entering Unmasked Estep 
Score: -25644404.000000 Penalty: 6121.565430
	Iteration 27Q: 3 clusters Score -2.56444e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 222441 members 
Entering Unmasked Estep 
Score: -25644446.000000 Penalty: 6121.565430
	Iteration 28Q: 3 clusters Score -2.564445e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 222680 members 
Entering Unmasked Estep 
Score: -25644414.000000 Penalty: 6121.565430
	Iteration 29Q: 3 clusters Score -2.564441e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 222873 members 
Entering Unmasked Estep 
Score: -25644394.000000 Penalty: 6121.565430
	Iteration 30Q: 3 clusters Score -2.564439e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 223040 members 
Entering Unmasked Estep 
Score: -25644298.000000 Penalty: 6121.565430
	Iteration 31Q: 3 clusters Score -2.56443e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 223167 members 
Entering Unmasked Estep 
Score: -25644298.000000 Penalty: 6121.565430
	Iteration 32Q: 3 clusters Score -2.56443e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 223278 members 
Entering Unmasked Estep 
Score: -25644292.000000 Penalty: 6121.565430
	Iteration 33Q: 3 clusters Score -2.564429e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 223380 members 
Entering Unmasked Estep 
Score: -25644254.000000 Penalty: 6121.565430
	Iteration 34Q: 3 clusters Score -2.564425e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 223475 members 
Entering Unmasked Estep 
Score: -25644214.000000 Penalty: 6121.565430
	Iteration 35Q: 3 clusters Score -2.564421e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 223550 members 
Entering Unmasked Estep 
Score: -25644198.000000 Penalty: 6121.565430
	Iteration 36Q: 3 clusters Score -2.56442e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 223605 members 
Entering Unmasked Estep 
Score: -25644186.000000 Penalty: 6121.565430
	Iteration 37Q: 3 clusters Score -2.564419e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 223654 members 
Entering Unmasked Estep 
Score: -25644160.000000 Penalty: 6121.565430
	Iteration 38Q: 3 clusters Score -2.564416e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 223695 members 
Entering Unmasked Estep 
Score: -25644156.000000 Penalty: 6121.565430
	Iteration 39Q: 3 clusters Score -2.564416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 223736 members 
Entering Unmasked Estep 
Score: -25644150.000000 Penalty: 6121.565430
	Iteration 40F: 3 clusters Score -2.564415e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 223774 members 
Entering Unmasked Estep 
Score: -25644166.000000 Penalty: 6121.565430
	Iteration 41Q: 3 clusters Score -2.564417e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 223821 members 
Entering Unmasked Estep 
Score: -25644138.000000 Penalty: 6121.565430
	Iteration 42Q: 3 clusters Score -2.564414e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 223860 members 
Entering Unmasked Estep 
Score: -25644134.000000 Penalty: 6121.565430
	Iteration 43Q: 3 clusters Score -2.564413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 223889 members 
Entering Unmasked Estep 
Score: -25644142.000000 Penalty: 6121.565430
	Iteration 44Q: 3 clusters Score -2.564414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 223920 members 
Entering Unmasked Estep 
Score: -25644110.000000 Penalty: 6121.565430
	Iteration 45Q: 3 clusters Score -2.564411e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 223956 members 
Entering Unmasked Estep 
Score: -25644104.000000 Penalty: 6121.565430
	Iteration 46Q: 3 clusters Score -2.56441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 223985 members 
Entering Unmasked Estep 
Score: -25644080.000000 Penalty: 6121.565430
	Iteration 47Q: 3 clusters Score -2.564408e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 224018 members 
Entering Unmasked Estep 
Score: -25644088.000000 Penalty: 6121.565430
	Iteration 48Q: 3 clusters Score -2.564409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 224046 members 
Entering Unmasked Estep 
Score: -25644096.000000 Penalty: 6121.565430
	Iteration 49Q: 3 clusters Score -2.56441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 224078 members 
Entering Unmasked Estep 
Score: -25644112.000000 Penalty: 6121.565430
	Iteration 50Q: 3 clusters Score -2.564411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 224107 members 
Entering Unmasked Estep 
Score: -25644102.000000 Penalty: 6121.565430
	Iteration 51Q: 3 clusters Score -2.56441e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 224129 members 
Entering Unmasked Estep 
Score: -25644116.000000 Penalty: 6121.565430
	Iteration 52Q: 3 clusters Score -2.564412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 224164 members 
Entering Unmasked Estep 
Score: -25644126.000000 Penalty: 6121.565430
	Iteration 53Q: 3 clusters Score -2.564413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 224190 members 
Entering Unmasked Estep 
Score: -25644138.000000 Penalty: 6121.565430
	Iteration 54Q: 3 clusters Score -2.564414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 224224 members 
Entering Unmasked Estep 
Score: -25644138.000000 Penalty: 6121.565430
	Iteration 55Q: 3 clusters Score -2.564414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 224259 members 
Entering Unmasked Estep 
Score: -25644122.000000 Penalty: 6121.565430
	Iteration 56Q: 3 clusters Score -2.564412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 224287 members 
Entering Unmasked Estep 
Score: -25644112.000000 Penalty: 6121.565430
	Iteration 57Q: 3 clusters Score -2.564411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 224313 members 
Entering Unmasked Estep 
Score: -25644098.000000 Penalty: 6121.565430
	Iteration 58Q: 3 clusters Score -2.56441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 224333 members 
Entering Unmasked Estep 
Score: -25644098.000000 Penalty: 6121.565430
	Iteration 59Q: 3 clusters Score -2.56441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 224350 members 
Entering Unmasked Estep 
Score: -25644088.000000 Penalty: 6121.565430
	Iteration 60F: 3 clusters Score -2.564409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 224365 members 
Entering Unmasked Estep 
Score: -25644068.000000 Penalty: 6121.565430
	Iteration 61Q: 3 clusters Score -2.564407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 224388 members 
Entering Unmasked Estep 
Score: -25644094.000000 Penalty: 6121.565430
	Iteration 62Q: 3 clusters Score -2.564409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 224410 members 
Entering Unmasked Estep 
Score: -25644080.000000 Penalty: 6121.565430
	Iteration 63Q: 3 clusters Score -2.564408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 224429 members 
Entering Unmasked Estep 
Score: -25644056.000000 Penalty: 6121.565430
	Iteration 64Q: 3 clusters Score -2.564406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 224448 members 
Entering Unmasked Estep 
Score: -25644058.000000 Penalty: 6121.565430
	Iteration 65Q: 3 clusters Score -2.564406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 224457 members 
Entering Unmasked Estep 
Score: -25644064.000000 Penalty: 6121.565430
	Iteration 66Q: 3 clusters Score -2.564406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 224467 members 
Entering Unmasked Estep 
Score: -25644066.000000 Penalty: 6121.565430
	Iteration 67Q: 3 clusters Score -2.564407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 224472 members 
Entering Unmasked Estep 
Score: -25644062.000000 Penalty: 6121.565430
	Iteration 68Q: 3 clusters Score -2.564406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 224478 members 
Entering Unmasked Estep 
Score: -25644050.000000 Penalty: 6121.565430
	Iteration 69Q: 3 clusters Score -2.564405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 224483 members 
Entering Unmasked Estep 
Score: -25644046.000000 Penalty: 6121.565430
	Iteration 70Q: 3 clusters Score -2.564405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 224492 members 
Entering Unmasked Estep 
Score: -25644048.000000 Penalty: 6121.565430
	Iteration 71Q: 3 clusters Score -2.564405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 224497 members 
Entering Unmasked Estep 
Score: -25644030.000000 Penalty: 6121.565430
	Iteration 72Q: 3 clusters Score -2.564403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 224500 members 
Entering Unmasked Estep 
Score: -25644022.000000 Penalty: 6121.565430
	Iteration 73Q: 3 clusters Score -2.564402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 224504 members 
Entering Unmasked Estep 
Score: -25644036.000000 Penalty: 6121.565430
	Iteration 74Q: 3 clusters Score -2.564404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 224512 members 
Entering Unmasked Estep 
Score: -25644038.000000 Penalty: 6121.565430
	Iteration 75Q: 3 clusters Score -2.564404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 224516 members 
Entering Unmasked Estep 
Score: -25644048.000000 Penalty: 6121.565430
	Iteration 76Q: 3 clusters Score -2.564405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 224521 members 
Entering Unmasked Estep 
Score: -25644038.000000 Penalty: 6121.565430
	Iteration 77Q: 3 clusters Score -2.564404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 224521 members 
Entering Unmasked Estep 
Score: -25644044.000000 Penalty: 6121.565430
	Iteration 78Q: 3 clusters Score -2.564404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 224526 members 
Entering Unmasked Estep 
Score: -25644038.000000 Penalty: 6121.565430
	Iteration 79Q: 3 clusters Score -2.564404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 224532 members 
Entering Unmasked Estep 
Score: -25644030.000000 Penalty: 6121.565430
	Iteration 80F: 3 clusters Score -2.564403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 224536 members 
Entering Unmasked Estep 
Score: -25644022.000000 Penalty: 6121.565430
	Iteration 81Q: 3 clusters Score -2.564402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 224539 members 
Entering Unmasked Estep 
Score: -25644028.000000 Penalty: 6121.565430
	Iteration 82Q: 3 clusters Score -2.564403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 224541 members 
Entering Unmasked Estep 
Score: -25644024.000000 Penalty: 6121.565430
	Iteration 83Q: 3 clusters Score -2.564402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 224542 members 
Entering Unmasked Estep 
Score: -25644030.000000 Penalty: 6121.565430
	Iteration 84Q: 3 clusters Score -2.564403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 224542 members 
Entering Unmasked Estep 
Score: -25644030.000000 Penalty: 6121.565430
	Iteration 85F: 3 clusters Score -2.564403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 224542 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43539 members 
Mstep: Class 5 contains 259547 members 
Mstep: Class 6 contains 25246 members 
Mstep: Class 7 contains 18527 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54527 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17835 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 9465 members 
Mstep: Class 20 contains 38003 members 
Mstep: Class 21 contains 38782 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88590928.000000 Penalty: 64059.687500
Splitting cluster 9 changes total score from -88590840.000000 to -88590928.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86940.757812 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86940.76 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87170.960938 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87170.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87234.656250 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87234.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87276.460938 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -87276.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87295.062500 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -87295.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87306.148438 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -87306.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87311.335938 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -87311.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87313.046875 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -87313.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87314.062500 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -87314.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87314.062500 Penalty: 3342.123535
	Iteration 9F: 3 clusters Score -87314.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Entering Unmasked Estep 
Score: -6176483.500000 Penalty: 2704.799805
	Iteration 0F: 2 clusters Score -6176484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6139680.000000 Penalty: 5409.599609
	Iteration 0F: 3 clusters Score -6139680 nChanged 25323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -6153994.000000 Penalty: 5409.599609
	Iteration 1F: 3 clusters Score -6153994 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6154580.500000 Penalty: 5409.599609
	Iteration 2Q: 3 clusters Score -6154580 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -6155156.500000 Penalty: 5409.599609
	Iteration 3Q: 3 clusters Score -6155156 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -6155885.000000 Penalty: 5409.599609
	Iteration 4Q: 3 clusters Score -6155885 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6156845.000000 Penalty: 5409.599609
	Iteration 5Q: 3 clusters Score -6156845 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -6158342.500000 Penalty: 5409.599609
	Iteration 6F: 3 clusters Score -6158342 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -6160495.000000 Penalty: 5409.599609
	Iteration 7F: 3 clusters Score -6160495 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -6163418.500000 Penalty: 5409.599609
	Iteration 8F: 3 clusters Score -6163418 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -6166784.500000 Penalty: 5409.599609
	Iteration 9F: 3 clusters Score -6166784 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -6169722.000000 Penalty: 5409.599609
	Iteration 10F: 3 clusters Score -6169722 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -6171814.000000 Penalty: 5409.599609
	Iteration 11Q: 3 clusters Score -6171814 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6173049.500000 Penalty: 5409.599609
	Iteration 12Q: 3 clusters Score -6173050 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -6173646.000000 Penalty: 5409.599609
	Iteration 13Q: 3 clusters Score -6173646 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6173935.500000 Penalty: 5409.599609
	Iteration 14Q: 3 clusters Score -6173936 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -6174099.500000 Penalty: 5409.599609
	Iteration 15Q: 3 clusters Score -6174100 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -6174199.500000 Penalty: 5409.599609
	Iteration 16Q: 3 clusters Score -6174200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -6174278.500000 Penalty: 5409.599609
	Iteration 17Q: 3 clusters Score -6174278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -6174324.000000 Penalty: 5409.599609
	Iteration 18Q: 3 clusters Score -6174324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -6174368.000000 Penalty: 5409.599609
	Iteration 19Q: 3 clusters Score -6174368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -6174395.500000 Penalty: 5409.599609
	Iteration 20F: 3 clusters Score -6174396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -6174428.000000 Penalty: 5409.599609
	Iteration 21Q: 3 clusters Score -6174428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -6174446.500000 Penalty: 5409.599609
	Iteration 22Q: 3 clusters Score -6174446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -6174457.500000 Penalty: 5409.599609
	Iteration 23Q: 3 clusters Score -6174458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -6174456.500000 Penalty: 5409.599609
	Iteration 24Q: 3 clusters Score -6174456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -6174461.000000 Penalty: 5409.599609
	Iteration 25Q: 3 clusters Score -6174461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -6174460.500000 Penalty: 5409.599609
	Iteration 26Q: 3 clusters Score -6174460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -6174460.500000 Penalty: 5409.599609
	Iteration 27Q: 3 clusters Score -6174460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -6174473.500000 Penalty: 5409.599609
	Iteration 28Q: 3 clusters Score -6174474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -6174469.500000 Penalty: 5409.599609
	Iteration 29Q: 3 clusters Score -6174470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -6174472.000000 Penalty: 5409.599609
	Iteration 30Q: 3 clusters Score -6174472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -6174466.500000 Penalty: 5409.599609
	Iteration 31Q: 3 clusters Score -6174466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -6174469.000000 Penalty: 5409.599609
	Iteration 32Q: 3 clusters Score -6174469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -6174469.000000 Penalty: 5409.599609
	Iteration 33F: 3 clusters Score -6174469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -105994.015625 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -105994 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 500 members 
Entering Unmasked Estep 
Score: -104030.695312 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -104030.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104318.937500 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -104318.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104426.460938 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -104426.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104530.367188 Penalty: 3439.460938
	Iteration 3Q: 3 clusters Score -104530.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104609.437500 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -104609.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104649.781250 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -104649.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104675.609375 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -104675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104688.968750 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -104689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104700.062500 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -104700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104706.507812 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -104706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104711.898438 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -104711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104718.726562 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -104718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104725.531250 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -104725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104733.882812 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -104733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104740.500000 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -104740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104741.281250 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -104741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104742.382812 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -104742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104742.382812 Penalty: 3439.460938
	Iteration 17F: 3 clusters Score -104742.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Entering Unmasked Estep 
Score: -2015305.750000 Penalty: 2427.651855
	Iteration 0F: 2 clusters Score -2015306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2002636.875000 Penalty: 4855.303711
	Iteration 0F: 3 clusters Score -2002637 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2006717.250000 Penalty: 4855.303711
	Iteration 1F: 3 clusters Score -2006717 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2007142.625000 Penalty: 4855.303711
	Iteration 2F: 3 clusters Score -2007143 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2007629.250000 Penalty: 4855.303711
	Iteration 3F: 3 clusters Score -2007629 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2008279.125000 Penalty: 4855.303711
	Iteration 4F: 3 clusters Score -2008279 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2009041.875000 Penalty: 4855.303711
	Iteration 5F: 3 clusters Score -2009042 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2009908.500000 Penalty: 4855.303711
	Iteration 6F: 3 clusters Score -2009908 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2010754.875000 Penalty: 4855.303711
	Iteration 7F: 3 clusters Score -2010755 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2011468.750000 Penalty: 4855.303711
	Iteration 8F: 3 clusters Score -2011469 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2012019.125000 Penalty: 4855.303711
	Iteration 9F: 3 clusters Score -2012019 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2012440.750000 Penalty: 4855.303711
	Iteration 10Q: 3 clusters Score -2012441 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2012725.125000 Penalty: 4855.303711
	Iteration 11Q: 3 clusters Score -2012725 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2012932.875000 Penalty: 4855.303711
	Iteration 12Q: 3 clusters Score -2012933 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2013094.125000 Penalty: 4855.303711
	Iteration 13Q: 3 clusters Score -2013094 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2013218.000000 Penalty: 4855.303711
	Iteration 14Q: 3 clusters Score -2013218 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2013305.250000 Penalty: 4855.303711
	Iteration 15Q: 3 clusters Score -2013305 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2013382.125000 Penalty: 4855.303711
	Iteration 16Q: 3 clusters Score -2013382 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2013436.875000 Penalty: 4855.303711
	Iteration 17Q: 3 clusters Score -2013437 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2013473.125000 Penalty: 4855.303711
	Iteration 18Q: 3 clusters Score -2013473 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2013498.500000 Penalty: 4855.303711
	Iteration 19Q: 3 clusters Score -2013498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2013533.750000 Penalty: 4855.303711
	Iteration 20F: 3 clusters Score -2013534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2013564.750000 Penalty: 4855.303711
	Iteration 21Q: 3 clusters Score -2013565 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2013591.250000 Penalty: 4855.303711
	Iteration 22Q: 3 clusters Score -2013591 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2013608.125000 Penalty: 4855.303711
	Iteration 23Q: 3 clusters Score -2013608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2013621.500000 Penalty: 4855.303711
	Iteration 24Q: 3 clusters Score -2013622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2013633.375000 Penalty: 4855.303711
	Iteration 25Q: 3 clusters Score -2013633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2013643.625000 Penalty: 4855.303711
	Iteration 26Q: 3 clusters Score -2013644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2013652.750000 Penalty: 4855.303711
	Iteration 27Q: 3 clusters Score -2013653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2013659.875000 Penalty: 4855.303711
	Iteration 28Q: 3 clusters Score -2013660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2013663.375000 Penalty: 4855.303711
	Iteration 29Q: 3 clusters Score -2013663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2013673.375000 Penalty: 4855.303711
	Iteration 30Q: 3 clusters Score -2013673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2013676.625000 Penalty: 4855.303711
	Iteration 31Q: 3 clusters Score -2013677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2013694.125000 Penalty: 4855.303711
	Iteration 32Q: 3 clusters Score -2013694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2013701.875000 Penalty: 4855.303711
	Iteration 33Q: 3 clusters Score -2013702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2013712.875000 Penalty: 4855.303711
	Iteration 34Q: 3 clusters Score -2013713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2013714.875000 Penalty: 4855.303711
	Iteration 35Q: 3 clusters Score -2013715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2013722.875000 Penalty: 4855.303711
	Iteration 36Q: 3 clusters Score -2013723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2013730.875000 Penalty: 4855.303711
	Iteration 37Q: 3 clusters Score -2013731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2013732.250000 Penalty: 4855.303711
	Iteration 38Q: 3 clusters Score -2013732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2013739.625000 Penalty: 4855.303711
	Iteration 39Q: 3 clusters Score -2013740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2013741.375000 Penalty: 4855.303711
	Iteration 40F: 3 clusters Score -2013741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2013749.125000 Penalty: 4855.303711
	Iteration 41Q: 3 clusters Score -2013749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2013754.625000 Penalty: 4855.303711
	Iteration 42Q: 3 clusters Score -2013755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2013755.000000 Penalty: 4855.303711
	Iteration 43Q: 3 clusters Score -2013755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2013752.375000 Penalty: 4855.303711
	Iteration 44Q: 3 clusters Score -2013752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2013757.000000 Penalty: 4855.303711
	Iteration 45Q: 3 clusters Score -2013757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2013762.875000 Penalty: 4855.303711
	Iteration 46Q: 3 clusters Score -2013763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2013768.000000 Penalty: 4855.303711
	Iteration 47Q: 3 clusters Score -2013768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2013767.625000 Penalty: 4855.303711
	Iteration 48Q: 3 clusters Score -2013768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2013772.375000 Penalty: 4855.303711
	Iteration 49Q: 3 clusters Score -2013772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2013768.500000 Penalty: 4855.303711
	Iteration 50Q: 3 clusters Score -2013768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2013772.375000 Penalty: 4855.303711
	Iteration 51Q: 3 clusters Score -2013772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2013777.375000 Penalty: 4855.303711
	Iteration 52Q: 3 clusters Score -2013777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2013779.125000 Penalty: 4855.303711
	Iteration 53Q: 3 clusters Score -2013779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2013779.000000 Penalty: 4855.303711
	Iteration 54Q: 3 clusters Score -2013779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2013782.875000 Penalty: 4855.303711
	Iteration 55Q: 3 clusters Score -2013783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2013781.500000 Penalty: 4855.303711
	Iteration 56Q: 3 clusters Score -2013782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2013785.625000 Penalty: 4855.303711
	Iteration 57Q: 3 clusters Score -2013786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2013787.625000 Penalty: 4855.303711
	Iteration 58Q: 3 clusters Score -2013788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2013786.625000 Penalty: 4855.303711
	Iteration 59Q: 3 clusters Score -2013787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2013786.500000 Penalty: 4855.303711
	Iteration 60F: 3 clusters Score -2013786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2013784.625000 Penalty: 4855.303711
	Iteration 61Q: 3 clusters Score -2013785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2013787.375000 Penalty: 4855.303711
	Iteration 62Q: 3 clusters Score -2013787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2013790.375000 Penalty: 4855.303711
	Iteration 63Q: 3 clusters Score -2013790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2013788.625000 Penalty: 4855.303711
	Iteration 64Q: 3 clusters Score -2013789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2013791.500000 Penalty: 4855.303711
	Iteration 65Q: 3 clusters Score -2013792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2013789.250000 Penalty: 4855.303711
	Iteration 66Q: 3 clusters Score -2013789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2013787.750000 Penalty: 4855.303711
	Iteration 67Q: 3 clusters Score -2013788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2013790.125000 Penalty: 4855.303711
	Iteration 68Q: 3 clusters Score -2013790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2013791.625000 Penalty: 4855.303711
	Iteration 69Q: 3 clusters Score -2013792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2013792.125000 Penalty: 4855.303711
	Iteration 70Q: 3 clusters Score -2013792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2013791.750000 Penalty: 4855.303711
	Iteration 71Q: 3 clusters Score -2013792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2013792.750000 Penalty: 4855.303711
	Iteration 72Q: 3 clusters Score -2013793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2013794.250000 Penalty: 4855.303711
	Iteration 73Q: 3 clusters Score -2013794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2013794.250000 Penalty: 4855.303711
	Iteration 74F: 3 clusters Score -2013794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -194161.828125 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -194161.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -191705.906250 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -191705.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -192145.421875 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -192145.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -192271.078125 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -192271.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -192339.343750 Penalty: 3712.803955
	Iteration 3Q: 3 clusters Score -192339.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -192384.968750 Penalty: 3712.803955
	Iteration 4Q: 3 clusters Score -192385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192415.265625 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -192415.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -192448.906250 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -192448.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -192502.031250 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -192502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -192558.968750 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -192559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192626.296875 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -192626.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192684.062500 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -192684.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -192771.843750 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -192771.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -192857.656250 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -192857.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192930.125000 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -192930.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192997.781250 Penalty: 3712.803955
	Iteration 14Q: 3 clusters Score -192997.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193057.781250 Penalty: 3712.803955
	Iteration 15Q: 3 clusters Score -193057.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -193120.656250 Penalty: 3712.803955
	Iteration 16Q: 3 clusters Score -193120.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -193169.937500 Penalty: 3712.803955
	Iteration 17Q: 3 clusters Score -193169.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -193197.859375 Penalty: 3712.803955
	Iteration 18Q: 3 clusters Score -193197.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -193234.203125 Penalty: 3712.803955
	Iteration 19Q: 3 clusters Score -193234.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -193267.968750 Penalty: 3712.803955
	Iteration 20F: 3 clusters Score -193268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193286.843750 Penalty: 3712.803955
	Iteration 21Q: 3 clusters Score -193286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -193297.390625 Penalty: 3712.803955
	Iteration 22Q: 3 clusters Score -193297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -193309.281250 Penalty: 3712.803955
	Iteration 23Q: 3 clusters Score -193309.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193315.859375 Penalty: 3712.803955
	Iteration 24Q: 3 clusters Score -193315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -193317.109375 Penalty: 3712.803955
	Iteration 25Q: 3 clusters Score -193317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -193319.078125 Penalty: 3712.803955
	Iteration 26Q: 3 clusters Score -193319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -193321.562500 Penalty: 3712.803955
	Iteration 27Q: 3 clusters Score -193321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193321.921875 Penalty: 3712.803955
	Iteration 28Q: 3 clusters Score -193321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193321.921875 Penalty: 3712.803955
	Iteration 29F: 3 clusters Score -193321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Entering Unmasked Estep 
Score: -1796077.750000 Penalty: 2409.391602
	Iteration 0F: 2 clusters Score -1796078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1784249.750000 Penalty: 4818.783203
	Iteration 0F: 3 clusters Score -1784250 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1788008.250000 Penalty: 4818.783203
	Iteration 1F: 3 clusters Score -1788008 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1788530.875000 Penalty: 4818.783203
	Iteration 2F: 3 clusters Score -1788531 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1789055.750000 Penalty: 4818.783203
	Iteration 3F: 3 clusters Score -1789056 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1789560.875000 Penalty: 4818.783203
	Iteration 4F: 3 clusters Score -1789561 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1790111.750000 Penalty: 4818.783203
	Iteration 5F: 3 clusters Score -1790112 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1790742.000000 Penalty: 4818.783203
	Iteration 6F: 3 clusters Score -1790742 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1791323.625000 Penalty: 4818.783203
	Iteration 7F: 3 clusters Score -1791324 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1791880.375000 Penalty: 4818.783203
	Iteration 8F: 3 clusters Score -1791880 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1792413.500000 Penalty: 4818.783203
	Iteration 9Q: 3 clusters Score -1792414 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1792913.375000 Penalty: 4818.783203
	Iteration 10Q: 3 clusters Score -1792913 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1793233.000000 Penalty: 4818.783203
	Iteration 11Q: 3 clusters Score -1793233 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1793427.375000 Penalty: 4818.783203
	Iteration 12Q: 3 clusters Score -1793427 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1793534.625000 Penalty: 4818.783203
	Iteration 13Q: 3 clusters Score -1793535 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1793587.875000 Penalty: 4818.783203
	Iteration 14Q: 3 clusters Score -1793588 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1793625.875000 Penalty: 4818.783203
	Iteration 15Q: 3 clusters Score -1793626 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1793653.375000 Penalty: 4818.783203
	Iteration 16Q: 3 clusters Score -1793653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1793679.500000 Penalty: 4818.783203
	Iteration 17Q: 3 clusters Score -1793680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1793696.875000 Penalty: 4818.783203
	Iteration 18Q: 3 clusters Score -1793697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1793709.375000 Penalty: 4818.783203
	Iteration 19Q: 3 clusters Score -1793709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1793714.375000 Penalty: 4818.783203
	Iteration 20F: 3 clusters Score -1793714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1793717.500000 Penalty: 4818.783203
	Iteration 21Q: 3 clusters Score -1793718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1793724.000000 Penalty: 4818.783203
	Iteration 22Q: 3 clusters Score -1793724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1793730.375000 Penalty: 4818.783203
	Iteration 23Q: 3 clusters Score -1793730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1793730.375000 Penalty: 4818.783203
	Iteration 24Q: 3 clusters Score -1793730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1793731.875000 Penalty: 4818.783203
	Iteration 25Q: 3 clusters Score -1793732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1793733.250000 Penalty: 4818.783203
	Iteration 26Q: 3 clusters Score -1793733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1793735.750000 Penalty: 4818.783203
	Iteration 27Q: 3 clusters Score -1793736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1793736.750000 Penalty: 4818.783203
	Iteration 28Q: 3 clusters Score -1793737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1793743.500000 Penalty: 4818.783203
	Iteration 29Q: 3 clusters Score -1793744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1793737.000000 Penalty: 4818.783203
	Iteration 30Q: 3 clusters Score -1793737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1793745.250000 Penalty: 4818.783203
	Iteration 31Q: 3 clusters Score -1793745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1793749.125000 Penalty: 4818.783203
	Iteration 32Q: 3 clusters Score -1793749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1793748.750000 Penalty: 4818.783203
	Iteration 33Q: 3 clusters Score -1793749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1793753.625000 Penalty: 4818.783203
	Iteration 34Q: 3 clusters Score -1793754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1793757.500000 Penalty: 4818.783203
	Iteration 35Q: 3 clusters Score -1793758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1793757.250000 Penalty: 4818.783203
	Iteration 36Q: 3 clusters Score -1793757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1793754.750000 Penalty: 4818.783203
	Iteration 37Q: 3 clusters Score -1793755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1793753.000000 Penalty: 4818.783203
	Iteration 38Q: 3 clusters Score -1793753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1793756.875000 Penalty: 4818.783203
	Iteration 39Q: 3 clusters Score -1793757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1793757.875000 Penalty: 4818.783203
	Iteration 40F: 3 clusters Score -1793758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1793758.000000 Penalty: 4818.783203
	Iteration 41Q: 3 clusters Score -1793758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1793755.250000 Penalty: 4818.783203
	Iteration 42Q: 3 clusters Score -1793755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1793758.875000 Penalty: 4818.783203
	Iteration 43Q: 3 clusters Score -1793759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1793761.875000 Penalty: 4818.783203
	Iteration 44Q: 3 clusters Score -1793762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1793763.625000 Penalty: 4818.783203
	Iteration 45Q: 3 clusters Score -1793764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1793776.625000 Penalty: 4818.783203
	Iteration 46Q: 3 clusters Score -1793777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1793772.375000 Penalty: 4818.783203
	Iteration 47Q: 3 clusters Score -1793772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1793772.000000 Penalty: 4818.783203
	Iteration 48Q: 3 clusters Score -1793772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1793776.500000 Penalty: 4818.783203
	Iteration 49Q: 3 clusters Score -1793776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1793782.125000 Penalty: 4818.783203
	Iteration 50Q: 3 clusters Score -1793782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1793777.000000 Penalty: 4818.783203
	Iteration 51Q: 3 clusters Score -1793777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1793776.250000 Penalty: 4818.783203
	Iteration 52Q: 3 clusters Score -1793776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1793778.875000 Penalty: 4818.783203
	Iteration 53Q: 3 clusters Score -1793779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1793778.625000 Penalty: 4818.783203
	Iteration 54Q: 3 clusters Score -1793779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1793775.625000 Penalty: 4818.783203
	Iteration 55Q: 3 clusters Score -1793776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1793772.625000 Penalty: 4818.783203
	Iteration 56Q: 3 clusters Score -1793773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1793775.000000 Penalty: 4818.783203
	Iteration 57Q: 3 clusters Score -1793775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1793777.125000 Penalty: 4818.783203
	Iteration 58Q: 3 clusters Score -1793777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1793778.875000 Penalty: 4818.783203
	Iteration 59Q: 3 clusters Score -1793779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1793779.250000 Penalty: 4818.783203
	Iteration 60F: 3 clusters Score -1793779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Entering Unmasked Estep 
Score: -1070183.375000 Penalty: 2270.528320
	Iteration 0F: 2 clusters Score -1070183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1062897.500000 Penalty: 4541.056641
	Iteration 0F: 3 clusters Score -1062898 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1064987.750000 Penalty: 4541.056641
	Iteration 1F: 3 clusters Score -1064988 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1065439.500000 Penalty: 4541.056641
	Iteration 2F: 3 clusters Score -1065440 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1065876.750000 Penalty: 4541.056641
	Iteration 3F: 3 clusters Score -1065877 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1066336.375000 Penalty: 4541.056641
	Iteration 4F: 3 clusters Score -1066336 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1066793.750000 Penalty: 4541.056641
	Iteration 5F: 3 clusters Score -1066794 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1067245.500000 Penalty: 4541.056641
	Iteration 6F: 3 clusters Score -1067246 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1067667.875000 Penalty: 4541.056641
	Iteration 7F: 3 clusters Score -1067668 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1068011.750000 Penalty: 4541.056641
	Iteration 8Q: 3 clusters Score -1068012 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1068250.875000 Penalty: 4541.056641
	Iteration 9Q: 3 clusters Score -1068251 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1068446.125000 Penalty: 4541.056641
	Iteration 10Q: 3 clusters Score -1068446 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1068596.625000 Penalty: 4541.056641
	Iteration 11Q: 3 clusters Score -1068597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1068689.500000 Penalty: 4541.056641
	Iteration 12Q: 3 clusters Score -1068690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1068751.000000 Penalty: 4541.056641
	Iteration 13Q: 3 clusters Score -1068751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1068800.000000 Penalty: 4541.056641
	Iteration 14Q: 3 clusters Score -1068800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1068835.500000 Penalty: 4541.056641
	Iteration 15Q: 3 clusters Score -1068836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1068868.125000 Penalty: 4541.056641
	Iteration 16Q: 3 clusters Score -1068868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1068887.250000 Penalty: 4541.056641
	Iteration 17Q: 3 clusters Score -1068887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1068907.875000 Penalty: 4541.056641
	Iteration 18Q: 3 clusters Score -1068908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1068925.625000 Penalty: 4541.056641
	Iteration 19Q: 3 clusters Score -1068926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1068938.875000 Penalty: 4541.056641
	Iteration 20F: 3 clusters Score -1068939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1068955.375000 Penalty: 4541.056641
	Iteration 21Q: 3 clusters Score -1068955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1068973.250000 Penalty: 4541.056641
	Iteration 22Q: 3 clusters Score -1068973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1068981.000000 Penalty: 4541.056641
	Iteration 23Q: 3 clusters Score -1068981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1068987.625000 Penalty: 4541.056641
	Iteration 24Q: 3 clusters Score -1068988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1068994.375000 Penalty: 4541.056641
	Iteration 25Q: 3 clusters Score -1068994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1069001.875000 Penalty: 4541.056641
	Iteration 26Q: 3 clusters Score -1069002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1069007.250000 Penalty: 4541.056641
	Iteration 27Q: 3 clusters Score -1069007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1069011.000000 Penalty: 4541.056641
	Iteration 28Q: 3 clusters Score -1069011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1069017.500000 Penalty: 4541.056641
	Iteration 29Q: 3 clusters Score -1069018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1069020.375000 Penalty: 4541.056641
	Iteration 30Q: 3 clusters Score -1069020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1069021.875000 Penalty: 4541.056641
	Iteration 31Q: 3 clusters Score -1069022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1069026.125000 Penalty: 4541.056641
	Iteration 32Q: 3 clusters Score -1069026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1069026.500000 Penalty: 4541.056641
	Iteration 33Q: 3 clusters Score -1069026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1069028.000000 Penalty: 4541.056641
	Iteration 34Q: 3 clusters Score -1069028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1069027.000000 Penalty: 4541.056641
	Iteration 35Q: 3 clusters Score -1069027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1069028.625000 Penalty: 4541.056641
	Iteration 36Q: 3 clusters Score -1069029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1069032.250000 Penalty: 4541.056641
	Iteration 37Q: 3 clusters Score -1069032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1069035.625000 Penalty: 4541.056641
	Iteration 38Q: 3 clusters Score -1069036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1069042.750000 Penalty: 4541.056641
	Iteration 39Q: 3 clusters Score -1069043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1069042.125000 Penalty: 4541.056641
	Iteration 40F: 3 clusters Score -1069042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1069044.500000 Penalty: 4541.056641
	Iteration 41Q: 3 clusters Score -1069044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1069045.500000 Penalty: 4541.056641
	Iteration 42Q: 3 clusters Score -1069046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1069045.875000 Penalty: 4541.056641
	Iteration 43Q: 3 clusters Score -1069046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1069048.000000 Penalty: 4541.056641
	Iteration 44Q: 3 clusters Score -1069048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1069049.125000 Penalty: 4541.056641
	Iteration 45Q: 3 clusters Score -1069049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1069050.625000 Penalty: 4541.056641
	Iteration 46Q: 3 clusters Score -1069051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1069050.125000 Penalty: 4541.056641
	Iteration 47Q: 3 clusters Score -1069050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1069051.500000 Penalty: 4541.056641
	Iteration 48Q: 3 clusters Score -1069052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1069051.750000 Penalty: 4541.056641
	Iteration 49Q: 3 clusters Score -1069052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1069052.500000 Penalty: 4541.056641
	Iteration 50Q: 3 clusters Score -1069052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1069053.625000 Penalty: 4541.056641
	Iteration 51Q: 3 clusters Score -1069054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1069053.125000 Penalty: 4541.056641
	Iteration 52Q: 3 clusters Score -1069053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1069054.000000 Penalty: 4541.056641
	Iteration 53Q: 3 clusters Score -1069054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1069054.000000 Penalty: 4541.056641
	Iteration 54F: 3 clusters Score -1069054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Entering Unmasked Estep 
Score: -4321366.500000 Penalty: 2615.264404
	Iteration 0F: 2 clusters Score -4321366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4295543.500000 Penalty: 5230.528809
	Iteration 0F: 3 clusters Score -4295544 nChanged 17269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4305008.000000 Penalty: 5230.528809
	Iteration 1F: 3 clusters Score -4305008 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4305567.500000 Penalty: 5230.528809
	Iteration 2Q: 3 clusters Score -4305568 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4306268.000000 Penalty: 5230.528809
	Iteration 3Q: 3 clusters Score -4306268 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4307148.500000 Penalty: 5230.528809
	Iteration 4Q: 3 clusters Score -4307148 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4308344.000000 Penalty: 5230.528809
	Iteration 5F: 3 clusters Score -4308344 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4309872.500000 Penalty: 5230.528809
	Iteration 6F: 3 clusters Score -4309872 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4311690.000000 Penalty: 5230.528809
	Iteration 7F: 3 clusters Score -4311690 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4313654.000000 Penalty: 5230.528809
	Iteration 8F: 3 clusters Score -4313654 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -4315379.000000 Penalty: 5230.528809
	Iteration 9F: 3 clusters Score -4315379 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4316620.500000 Penalty: 5230.528809
	Iteration 10Q: 3 clusters Score -4316620 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -4317286.500000 Penalty: 5230.528809
	Iteration 11Q: 3 clusters Score -4317286 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -4317644.000000 Penalty: 5230.528809
	Iteration 12Q: 3 clusters Score -4317644 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4317872.500000 Penalty: 5230.528809
	Iteration 13Q: 3 clusters Score -4317872 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4318062.000000 Penalty: 5230.528809
	Iteration 14Q: 3 clusters Score -4318062 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4318203.500000 Penalty: 5230.528809
	Iteration 15Q: 3 clusters Score -4318204 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4318327.000000 Penalty: 5230.528809
	Iteration 16Q: 3 clusters Score -4318327 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4318462.500000 Penalty: 5230.528809
	Iteration 17Q: 3 clusters Score -4318462 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -4318586.000000 Penalty: 5230.528809
	Iteration 18Q: 3 clusters Score -4318586 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4318694.500000 Penalty: 5230.528809
	Iteration 19Q: 3 clusters Score -4318694 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4318777.500000 Penalty: 5230.528809
	Iteration 20F: 3 clusters Score -4318778 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4318872.500000 Penalty: 5230.528809
	Iteration 21Q: 3 clusters Score -4318872 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4318940.000000 Penalty: 5230.528809
	Iteration 22Q: 3 clusters Score -4318940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4319000.000000 Penalty: 5230.528809
	Iteration 23Q: 3 clusters Score -4319000 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4319053.000000 Penalty: 5230.528809
	Iteration 24Q: 3 clusters Score -4319053 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4319109.500000 Penalty: 5230.528809
	Iteration 25Q: 3 clusters Score -4319110 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4319169.500000 Penalty: 5230.528809
	Iteration 26Q: 3 clusters Score -4319170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4319224.000000 Penalty: 5230.528809
	Iteration 27Q: 3 clusters Score -4319224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4319256.000000 Penalty: 5230.528809
	Iteration 28Q: 3 clusters Score -4319256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4319263.000000 Penalty: 5230.528809
	Iteration 29Q: 3 clusters Score -4319263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4319287.500000 Penalty: 5230.528809
	Iteration 30Q: 3 clusters Score -4319288 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4319309.000000 Penalty: 5230.528809
	Iteration 31Q: 3 clusters Score -4319309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4319340.000000 Penalty: 5230.528809
	Iteration 32Q: 3 clusters Score -4319340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4319364.500000 Penalty: 5230.528809
	Iteration 33Q: 3 clusters Score -4319364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4319383.500000 Penalty: 5230.528809
	Iteration 34Q: 3 clusters Score -4319384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4319389.000000 Penalty: 5230.528809
	Iteration 35Q: 3 clusters Score -4319389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4319401.000000 Penalty: 5230.528809
	Iteration 36Q: 3 clusters Score -4319401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4319419.500000 Penalty: 5230.528809
	Iteration 37Q: 3 clusters Score -4319420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4319440.000000 Penalty: 5230.528809
	Iteration 38Q: 3 clusters Score -4319440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4319449.000000 Penalty: 5230.528809
	Iteration 39Q: 3 clusters Score -4319449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4319462.500000 Penalty: 5230.528809
	Iteration 40F: 3 clusters Score -4319462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4319474.000000 Penalty: 5230.528809
	Iteration 41Q: 3 clusters Score -4319474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4319478.500000 Penalty: 5230.528809
	Iteration 42Q: 3 clusters Score -4319478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4319485.500000 Penalty: 5230.528809
	Iteration 43Q: 3 clusters Score -4319486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4319483.000000 Penalty: 5230.528809
	Iteration 44Q: 3 clusters Score -4319483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4319497.500000 Penalty: 5230.528809
	Iteration 45Q: 3 clusters Score -4319498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4319503.500000 Penalty: 5230.528809
	Iteration 46Q: 3 clusters Score -4319504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4319503.500000 Penalty: 5230.528809
	Iteration 47Q: 3 clusters Score -4319504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4319513.000000 Penalty: 5230.528809
	Iteration 48Q: 3 clusters Score -4319513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4319517.000000 Penalty: 5230.528809
	Iteration 49Q: 3 clusters Score -4319517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4319523.500000 Penalty: 5230.528809
	Iteration 50Q: 3 clusters Score -4319524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4319521.500000 Penalty: 5230.528809
	Iteration 51Q: 3 clusters Score -4319522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4319519.000000 Penalty: 5230.528809
	Iteration 52Q: 3 clusters Score -4319519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4319522.000000 Penalty: 5230.528809
	Iteration 53Q: 3 clusters Score -4319522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4319523.000000 Penalty: 5230.528809
	Iteration 54Q: 3 clusters Score -4319523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4319523.500000 Penalty: 5230.528809
	Iteration 55Q: 3 clusters Score -4319524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4319528.000000 Penalty: 5230.528809
	Iteration 56Q: 3 clusters Score -4319528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4319531.000000 Penalty: 5230.528809
	Iteration 57Q: 3 clusters Score -4319531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4319533.000000 Penalty: 5230.528809
	Iteration 58Q: 3 clusters Score -4319533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4319526.500000 Penalty: 5230.528809
	Iteration 59Q: 3 clusters Score -4319526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4319531.500000 Penalty: 5230.528809
	Iteration 60F: 3 clusters Score -4319532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4319537.000000 Penalty: 5230.528809
	Iteration 61Q: 3 clusters Score -4319537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4319536.500000 Penalty: 5230.528809
	Iteration 62Q: 3 clusters Score -4319536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4319536.500000 Penalty: 5230.528809
	Iteration 63Q: 3 clusters Score -4319536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4319541.500000 Penalty: 5230.528809
	Iteration 64Q: 3 clusters Score -4319542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4319534.000000 Penalty: 5230.528809
	Iteration 65Q: 3 clusters Score -4319534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4319542.000000 Penalty: 5230.528809
	Iteration 66Q: 3 clusters Score -4319542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4319541.000000 Penalty: 5230.528809
	Iteration 67Q: 3 clusters Score -4319541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4319543.500000 Penalty: 5230.528809
	Iteration 68Q: 3 clusters Score -4319544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4319539.500000 Penalty: 5230.528809
	Iteration 69Q: 3 clusters Score -4319540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4319542.000000 Penalty: 5230.528809
	Iteration 70Q: 3 clusters Score -4319542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4319542.000000 Penalty: 5230.528809
	Iteration 71F: 3 clusters Score -4319542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Entering Unmasked Estep 
Score: -4326741.000000 Penalty: 2620.296631
	Iteration 0F: 2 clusters Score -4326741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4300490.000000 Penalty: 5240.593262
	Iteration 0F: 3 clusters Score -4300490 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4310056.500000 Penalty: 5240.593262
	Iteration 1F: 3 clusters Score -4310056 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4310679.500000 Penalty: 5240.593262
	Iteration 2Q: 3 clusters Score -4310680 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4311354.500000 Penalty: 5240.593262
	Iteration 3Q: 3 clusters Score -4311354 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4312201.500000 Penalty: 5240.593262
	Iteration 4Q: 3 clusters Score -4312202 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4313500.500000 Penalty: 5240.593262
	Iteration 5F: 3 clusters Score -4313500 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4315244.500000 Penalty: 5240.593262
	Iteration 6F: 3 clusters Score -4315244 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4317575.500000 Penalty: 5240.593262
	Iteration 7F: 3 clusters Score -4317576 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4320081.500000 Penalty: 5240.593262
	Iteration 8F: 3 clusters Score -4320082 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4322164.500000 Penalty: 5240.593262
	Iteration 9F: 3 clusters Score -4322164 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4323375.500000 Penalty: 5240.593262
	Iteration 10Q: 3 clusters Score -4323376 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4323930.000000 Penalty: 5240.593262
	Iteration 11Q: 3 clusters Score -4323930 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4324185.000000 Penalty: 5240.593262
	Iteration 12Q: 3 clusters Score -4324185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4324291.500000 Penalty: 5240.593262
	Iteration 13Q: 3 clusters Score -4324292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4324351.500000 Penalty: 5240.593262
	Iteration 14Q: 3 clusters Score -4324352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4324379.000000 Penalty: 5240.593262
	Iteration 15Q: 3 clusters Score -4324379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4324397.000000 Penalty: 5240.593262
	Iteration 16Q: 3 clusters Score -4324397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4324408.500000 Penalty: 5240.593262
	Iteration 17Q: 3 clusters Score -4324408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4324417.000000 Penalty: 5240.593262
	Iteration 18Q: 3 clusters Score -4324417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4324426.000000 Penalty: 5240.593262
	Iteration 19Q: 3 clusters Score -4324426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4324443.500000 Penalty: 5240.593262
	Iteration 20F: 3 clusters Score -4324444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4324448.500000 Penalty: 5240.593262
	Iteration 21Q: 3 clusters Score -4324448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4324453.500000 Penalty: 5240.593262
	Iteration 22Q: 3 clusters Score -4324454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4324463.500000 Penalty: 5240.593262
	Iteration 23Q: 3 clusters Score -4324464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4324473.000000 Penalty: 5240.593262
	Iteration 24Q: 3 clusters Score -4324473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4324477.000000 Penalty: 5240.593262
	Iteration 25Q: 3 clusters Score -4324477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4324478.000000 Penalty: 5240.593262
	Iteration 26Q: 3 clusters Score -4324478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4324478.000000 Penalty: 5240.593262
	Iteration 27F: 3 clusters Score -4324478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -44864.148438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -44864.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43435.843750 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -43435.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43580.750000 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -43580.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43615.234375 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -43615.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43631.156250 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -43631.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43645.410156 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -43645.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43654.332031 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -43654.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43654.332031 Penalty: 3013.371582
	Iteration 6F: 3 clusters Score -43654.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 43539 members 
Mstep: Class 5 contains 259547 members 
Mstep: Class 6 contains 25246 members 
Mstep: Class 7 contains 18527 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54527 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 17835 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 9465 members 
Mstep: Class 20 contains 38003 members 
Mstep: Class 21 contains 38782 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591072.000000 Penalty: 64059.687500
Iteration 199Q: 20 clusters Score -8.859107e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 223212 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43554 members 
Mstep: Class 5 contains 260364 members 
Mstep: Class 6 contains 25339 members 
Mstep: Class 7 contains 18583 members 
Mstep: Class 8 contains 8421 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54634 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 9481 members 
Mstep: Class 20 contains 38066 members 
Mstep: Class 21 contains 38779 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591240.000000 Penalty: 64059.687500
Iteration 200F: 20 clusters Score -8.859124e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 224275 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43466 members 
Mstep: Class 5 contains 260108 members 
Mstep: Class 6 contains 25189 members 
Mstep: Class 7 contains 18459 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54511 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 17829 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 38771 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591360.000000 Penalty: 64059.687500
Iteration 201Q: 20 clusters Score -8.859136e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 225395 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 5 contains 259577 members 
Mstep: Class 6 contains 25064 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 8301 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54432 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 37912 members 
Mstep: Class 21 contains 38749 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591704.000000 Penalty: 64059.687500
Iteration 202Q: 20 clusters Score -8.85917e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 226452 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43389 members 
Mstep: Class 5 contains 258944 members 
Mstep: Class 6 contains 24968 members 
Mstep: Class 7 contains 18283 members 
Mstep: Class 8 contains 8253 members 
Mstep: Class 9 contains 4673 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54363 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 17803 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 9401 members 
Mstep: Class 20 contains 37866 members 
Mstep: Class 21 contains 38723 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591576.000000 Penalty: 64059.687500
Iteration 203Q: 20 clusters Score -8.859158e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 227421 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 43371 members 
Mstep: Class 5 contains 258325 members 
Mstep: Class 6 contains 24855 members 
Mstep: Class 7 contains 18224 members 
Mstep: Class 8 contains 8210 members 
Mstep: Class 9 contains 4717 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54325 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 16570 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 38686 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591592.000000 Penalty: 64059.687500
Iteration 204Q: 20 clusters Score -8.859159e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 228322 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 43356 members 
Mstep: Class 5 contains 257754 members 
Mstep: Class 6 contains 24736 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 8 contains 8170 members 
Mstep: Class 9 contains 4763 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54279 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 17768 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 9404 members 
Mstep: Class 20 contains 37813 members 
Mstep: Class 21 contains 38657 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591576.000000 Penalty: 64059.687500
Iteration 205Q: 20 clusters Score -8.859158e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 229078 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 5 contains 257237 members 
Mstep: Class 6 contains 24621 members 
Mstep: Class 7 contains 18147 members 
Mstep: Class 8 contains 8145 members 
Mstep: Class 9 contains 4815 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54250 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17759 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 16548 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38633 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591616.000000 Penalty: 64059.687500
Iteration 206Q: 20 clusters Score -8.859162e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 229771 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 43332 members 
Mstep: Class 5 contains 256823 members 
Mstep: Class 6 contains 24508 members 
Mstep: Class 7 contains 18108 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54211 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17750 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 16540 members 
Mstep: Class 19 contains 9401 members 
Mstep: Class 20 contains 37776 members 
Mstep: Class 21 contains 38593 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591688.000000 Penalty: 64059.687500
Iteration 207Q: 20 clusters Score -8.859169e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 230340 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 43328 members 
Mstep: Class 5 contains 256477 members 
Mstep: Class 6 contains 24397 members 
Mstep: Class 7 contains 18068 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 4915 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17746 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 16536 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 20 contains 37768 members 
Mstep: Class 21 contains 38569 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591656.000000 Penalty: 64059.687500
Iteration 208Q: 20 clusters Score -8.859166e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 230794 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43339 members 
Mstep: Class 5 contains 256205 members 
Mstep: Class 6 contains 24284 members 
Mstep: Class 7 contains 18036 members 
Mstep: Class 8 contains 8068 members 
Mstep: Class 9 contains 4967 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54162 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17739 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 16522 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 37765 members 
Mstep: Class 21 contains 38563 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591504.000000 Penalty: 64059.687500
Iteration 209Q: 20 clusters Score -8.85915e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 231165 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43331 members 
Mstep: Class 5 contains 256015 members 
Mstep: Class 6 contains 24168 members 
Mstep: Class 7 contains 18004 members 
Mstep: Class 8 contains 8049 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54141 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 9385 members 
Mstep: Class 20 contains 37771 members 
Mstep: Class 21 contains 38549 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591616.000000 Penalty: 64059.687500
Iteration 210Q: 20 clusters Score -8.859162e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 231415 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43340 members 
Mstep: Class 5 contains 255929 members 
Mstep: Class 6 contains 24069 members 
Mstep: Class 7 contains 17966 members 
Mstep: Class 8 contains 8028 members 
Mstep: Class 9 contains 5080 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54118 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 16503 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 20 contains 37763 members 
Mstep: Class 21 contains 38540 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591608.000000 Penalty: 64059.687500
Iteration 211Q: 20 clusters Score -8.859161e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 231560 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 43336 members 
Mstep: Class 5 contains 255918 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 17931 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54109 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17721 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 16497 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 37766 members 
Mstep: Class 21 contains 38539 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591288.000000 Penalty: 64059.687500
Iteration 212Q: 20 clusters Score -8.859129e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 231607 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 43343 members 
Mstep: Class 5 contains 255977 members 
Mstep: Class 6 contains 23884 members 
Mstep: Class 7 contains 17903 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54104 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17714 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 16490 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 37763 members 
Mstep: Class 21 contains 38540 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591184.000000 Penalty: 64059.687500
Iteration 213Q: 20 clusters Score -8.859118e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 231654 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 5 contains 256038 members 
Mstep: Class 6 contains 23798 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 8004 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54088 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17709 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 16491 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 37757 members 
Mstep: Class 21 contains 38535 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591080.000000 Penalty: 64059.687500
Iteration 214Q: 20 clusters Score -8.859108e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 231658 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 43336 members 
Mstep: Class 5 contains 256137 members 
Mstep: Class 6 contains 23717 members 
Mstep: Class 7 contains 17858 members 
Mstep: Class 8 contains 8000 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54082 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17706 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 37745 members 
Mstep: Class 21 contains 38538 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 64059.687500
Iteration 215Q: 20 clusters Score -8.859085e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 231656 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43328 members 
Mstep: Class 5 contains 256240 members 
Mstep: Class 6 contains 23613 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 7998 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54075 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 16484 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 37741 members 
Mstep: Class 21 contains 38550 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591112.000000 Penalty: 64059.687500
Iteration 216Q: 20 clusters Score -8.859111e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 231646 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43316 members 
Mstep: Class 5 contains 256333 members 
Mstep: Class 6 contains 23529 members 
Mstep: Class 7 contains 17820 members 
Mstep: Class 8 contains 7995 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54063 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 16482 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 37742 members 
Mstep: Class 21 contains 38560 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590976.000000 Penalty: 64059.687500
Iteration 217Q: 20 clusters Score -8.859098e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 231649 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43319 members 
Mstep: Class 5 contains 256398 members 
Mstep: Class 6 contains 23447 members 
Mstep: Class 7 contains 17805 members 
Mstep: Class 8 contains 7990 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54054 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 37754 members 
Mstep: Class 21 contains 38573 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591008.000000 Penalty: 64059.687500
Iteration 218Q: 20 clusters Score -8.859101e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 231645 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43318 members 
Mstep: Class 5 contains 256449 members 
Mstep: Class 6 contains 23366 members 
Mstep: Class 7 contains 17794 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54048 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17703 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 16473 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 37766 members 
Mstep: Class 21 contains 38593 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591016.000000 Penalty: 64059.687500
Iteration 219Q: 20 clusters Score -8.859102e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 231605 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43317 members 
Mstep: Class 5 contains 256542 members 
Mstep: Class 6 contains 23289 members 
Mstep: Class 7 contains 17783 members 
Mstep: Class 8 contains 7976 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54046 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 17701 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 16472 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 37773 members 
Mstep: Class 21 contains 38601 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 64059.687500
Iteration 220F: 20 clusters Score -8.859082e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 231555 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43320 members 
Mstep: Class 5 contains 256621 members 
Mstep: Class 6 contains 23228 members 
Mstep: Class 7 contains 17776 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 5365 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54048 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17700 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 16471 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 37773 members 
Mstep: Class 21 contains 38608 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590952.000000 Penalty: 64059.687500
Iteration 221Q: 20 clusters Score -8.859095e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 231515 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43323 members 
Mstep: Class 5 contains 256692 members 
Mstep: Class 6 contains 23179 members 
Mstep: Class 7 contains 17775 members 
Mstep: Class 8 contains 7961 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54044 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17697 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 16472 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 37774 members 
Mstep: Class 21 contains 38617 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 222Q: 20 clusters Score -8.859084e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 231478 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43327 members 
Mstep: Class 5 contains 256752 members 
Mstep: Class 6 contains 23135 members 
Mstep: Class 7 contains 17773 members 
Mstep: Class 8 contains 7956 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54040 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17694 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 37772 members 
Mstep: Class 21 contains 38626 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 223Q: 20 clusters Score -8.859084e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 231450 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43327 members 
Mstep: Class 5 contains 256816 members 
Mstep: Class 6 contains 23097 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 7951 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54039 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17692 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 37760 members 
Mstep: Class 21 contains 38629 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 64059.687500
Iteration 224Q: 20 clusters Score -8.859083e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 231424 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43326 members 
Mstep: Class 5 contains 256882 members 
Mstep: Class 6 contains 23059 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 7943 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54043 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17689 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 16468 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 37753 members 
Mstep: Class 21 contains 38632 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591000.000000 Penalty: 64059.687500
Iteration 225Q: 20 clusters Score -8.8591e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 231405 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43324 members 
Mstep: Class 5 contains 256926 members 
Mstep: Class 6 contains 23027 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 7937 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54047 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17685 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 37749 members 
Mstep: Class 21 contains 38636 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591072.000000 Penalty: 64059.687500
Iteration 226Q: 20 clusters Score -8.859107e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 231378 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43320 members 
Mstep: Class 5 contains 256976 members 
Mstep: Class 6 contains 22996 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 7934 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54053 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 16461 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 37746 members 
Mstep: Class 21 contains 38646 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590960.000000 Penalty: 64059.687500
Iteration 227Q: 20 clusters Score -8.859096e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 231367 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43316 members 
Mstep: Class 5 contains 257027 members 
Mstep: Class 6 contains 22964 members 
Mstep: Class 7 contains 17754 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54056 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17675 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 16455 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 37741 members 
Mstep: Class 21 contains 38654 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590728.000000 Penalty: 64059.687500
Iteration 228Q: 20 clusters Score -8.859073e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 231366 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43311 members 
Mstep: Class 5 contains 257070 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54059 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17670 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 16450 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 37737 members 
Mstep: Class 21 contains 38666 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590864.000000 Penalty: 64059.687500
Iteration 229Q: 20 clusters Score -8.859086e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 231350 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43309 members 
Mstep: Class 5 contains 257113 members 
Mstep: Class 6 contains 22882 members 
Mstep: Class 7 contains 17743 members 
Mstep: Class 8 contains 7918 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54062 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17665 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 37739 members 
Mstep: Class 21 contains 38672 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590936.000000 Penalty: 64059.687500
Iteration 230Q: 20 clusters Score -8.859094e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 231321 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43305 members 
Mstep: Class 5 contains 257175 members 
Mstep: Class 6 contains 22838 members 
Mstep: Class 7 contains 17737 members 
Mstep: Class 8 contains 7912 members 
Mstep: Class 9 contains 5534 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54059 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17665 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 9397 members 
Mstep: Class 20 contains 37744 members 
Mstep: Class 21 contains 38676 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590952.000000 Penalty: 64059.687500
Iteration 231Q: 20 clusters Score -8.859095e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 231299 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43300 members 
Mstep: Class 5 contains 257232 members 
Mstep: Class 6 contains 22798 members 
Mstep: Class 7 contains 17736 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54060 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17665 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 9392 members 
Mstep: Class 20 contains 37745 members 
Mstep: Class 21 contains 38684 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590896.000000 Penalty: 64059.687500
Iteration 232Q: 20 clusters Score -8.85909e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 231289 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43297 members 
Mstep: Class 5 contains 257284 members 
Mstep: Class 6 contains 22766 members 
Mstep: Class 7 contains 17728 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54056 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17665 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 9392 members 
Mstep: Class 20 contains 37738 members 
Mstep: Class 21 contains 38692 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590936.000000 Penalty: 64059.687500
Iteration 233Q: 20 clusters Score -8.859094e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 231282 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43297 members 
Mstep: Class 5 contains 257309 members 
Mstep: Class 6 contains 22739 members 
Mstep: Class 7 contains 17725 members 
Mstep: Class 8 contains 7905 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54053 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17665 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 37736 members 
Mstep: Class 21 contains 38701 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590984.000000 Penalty: 64059.687500
Iteration 234Q: 20 clusters Score -8.859098e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 231267 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43297 members 
Mstep: Class 5 contains 257339 members 
Mstep: Class 6 contains 22713 members 
Mstep: Class 7 contains 17722 members 
Mstep: Class 8 contains 7903 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54051 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17664 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 37737 members 
Mstep: Class 21 contains 38707 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590976.000000 Penalty: 64059.687500
Iteration 235Q: 20 clusters Score -8.859098e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 231252 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43297 members 
Mstep: Class 5 contains 257372 members 
Mstep: Class 6 contains 22693 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54050 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17663 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 37740 members 
Mstep: Class 21 contains 38709 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590992.000000 Penalty: 64059.687500
Iteration 236Q: 20 clusters Score -8.859099e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 231240 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43296 members 
Mstep: Class 5 contains 257409 members 
Mstep: Class 6 contains 22672 members 
Mstep: Class 7 contains 17706 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54052 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17660 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 20 contains 37742 members 
Mstep: Class 21 contains 38710 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 64059.687500
Iteration 237Q: 20 clusters Score -8.859091e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 231234 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43298 members 
Mstep: Class 5 contains 257443 members 
Mstep: Class 6 contains 22655 members 
Mstep: Class 7 contains 17699 members 
Mstep: Class 8 contains 7898 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54050 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17659 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 9403 members 
Mstep: Class 20 contains 37739 members 
Mstep: Class 21 contains 38711 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591088.000000 Penalty: 64059.687500
Iteration 238Q: 20 clusters Score -8.859109e+07 nChanged 180
Entering ConstructFrom: 
Score: -88591088.000000 Penalty: 64059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (37085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Entering Unmasked Estep 
Score: -4197182.000000 Penalty: 2609.199951
	Iteration 0F: 2 clusters Score -4197182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4171867.750000 Penalty: 5218.399902
	Iteration 0F: 3 clusters Score -4171868 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4181105.000000 Penalty: 5218.399902
	Iteration 1F: 3 clusters Score -4181105 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4181530.500000 Penalty: 5218.399902
	Iteration 2Q: 3 clusters Score -4181530 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4181993.000000 Penalty: 5218.399902
	Iteration 3Q: 3 clusters Score -4181993 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4182618.750000 Penalty: 5218.399902
	Iteration 4Q: 3 clusters Score -4182619 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4183610.000000 Penalty: 5218.399902
	Iteration 5Q: 3 clusters Score -4183610 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4185024.000000 Penalty: 5218.399902
	Iteration 6F: 3 clusters Score -4185024 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4187126.750000 Penalty: 5218.399902
	Iteration 7F: 3 clusters Score -4187127 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4189873.750000 Penalty: 5218.399902
	Iteration 8F: 3 clusters Score -4189874 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -4192713.000000 Penalty: 5218.399902
	Iteration 9F: 3 clusters Score -4192713 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -4194810.000000 Penalty: 5218.399902
	Iteration 10F: 3 clusters Score -4194810 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4195739.500000 Penalty: 5218.399902
	Iteration 11Q: 3 clusters Score -4195740 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4196115.500000 Penalty: 5218.399902
	Iteration 12Q: 3 clusters Score -4196116 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4196292.500000 Penalty: 5218.399902
	Iteration 13Q: 3 clusters Score -4196292 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4196440.500000 Penalty: 5218.399902
	Iteration 14Q: 3 clusters Score -4196440 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4196526.000000 Penalty: 5218.399902
	Iteration 15Q: 3 clusters Score -4196526 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4196572.500000 Penalty: 5218.399902
	Iteration 16Q: 3 clusters Score -4196572 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4196651.500000 Penalty: 5218.399902
	Iteration 17Q: 3 clusters Score -4196652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4196716.500000 Penalty: 5218.399902
	Iteration 18Q: 3 clusters Score -4196716 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4196751.500000 Penalty: 5218.399902
	Iteration 19Q: 3 clusters Score -4196752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4196779.500000 Penalty: 5218.399902
	Iteration 20F: 3 clusters Score -4196780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4196805.000000 Penalty: 5218.399902
	Iteration 21Q: 3 clusters Score -4196805 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4196843.000000 Penalty: 5218.399902
	Iteration 22Q: 3 clusters Score -4196843 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4196869.000000 Penalty: 5218.399902
	Iteration 23Q: 3 clusters Score -4196869 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4196884.000000 Penalty: 5218.399902
	Iteration 24Q: 3 clusters Score -4196884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4196887.500000 Penalty: 5218.399902
	Iteration 25Q: 3 clusters Score -4196888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4196900.500000 Penalty: 5218.399902
	Iteration 26Q: 3 clusters Score -4196900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4196904.000000 Penalty: 5218.399902
	Iteration 27Q: 3 clusters Score -4196904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4196906.500000 Penalty: 5218.399902
	Iteration 28Q: 3 clusters Score -4196906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4196909.500000 Penalty: 5218.399902
	Iteration 29Q: 3 clusters Score -4196910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4196914.000000 Penalty: 5218.399902
	Iteration 30Q: 3 clusters Score -4196914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4196930.000000 Penalty: 5218.399902
	Iteration 31Q: 3 clusters Score -4196930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4196933.500000 Penalty: 5218.399902
	Iteration 32Q: 3 clusters Score -4196934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4196930.000000 Penalty: 5218.399902
	Iteration 33Q: 3 clusters Score -4196930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4196949.000000 Penalty: 5218.399902
	Iteration 34Q: 3 clusters Score -4196949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4196963.000000 Penalty: 5218.399902
	Iteration 35Q: 3 clusters Score -4196963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4196968.500000 Penalty: 5218.399902
	Iteration 36Q: 3 clusters Score -4196968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4196971.500000 Penalty: 5218.399902
	Iteration 37Q: 3 clusters Score -4196972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4196969.000000 Penalty: 5218.399902
	Iteration 38Q: 3 clusters Score -4196969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4196981.500000 Penalty: 5218.399902
	Iteration 39Q: 3 clusters Score -4196982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4196977.500000 Penalty: 5218.399902
	Iteration 40F: 3 clusters Score -4196978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4196981.000000 Penalty: 5218.399902
	Iteration 41Q: 3 clusters Score -4196981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4196982.500000 Penalty: 5218.399902
	Iteration 42Q: 3 clusters Score -4196982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4196983.500000 Penalty: 5218.399902
	Iteration 43Q: 3 clusters Score -4196984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4196976.500000 Penalty: 5218.399902
	Iteration 44Q: 3 clusters Score -4196976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4196977.500000 Penalty: 5218.399902
	Iteration 45Q: 3 clusters Score -4196978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4196984.000000 Penalty: 5218.399902
	Iteration 46Q: 3 clusters Score -4196984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4196984.000000 Penalty: 5218.399902
	Iteration 47F: 3 clusters Score -4196984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231239 members 
Entering Unmasked Estep 
Score: -25898956.000000 Penalty: 3063.099365
	Iteration 0F: 2 clusters Score -2.589896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -25748764.000000 Penalty: 6126.198730
	Iteration 0F: 3 clusters Score -2.574876e+07 nChanged 111533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 118787 members 
Entering Unmasked Estep 
Score: -25814346.000000 Penalty: 6126.198730
	Iteration 1F: 3 clusters Score -2.581435e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 121241 members 
Entering Unmasked Estep 
Score: -25815370.000000 Penalty: 6126.198730
	Iteration 2Q: 3 clusters Score -2.581537e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 125166 members 
Entering Unmasked Estep 
Score: -25817146.000000 Penalty: 6126.198730
	Iteration 3Q: 3 clusters Score -2.581715e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 131266 members 
Entering Unmasked Estep 
Score: -25819800.000000 Penalty: 6126.198730
	Iteration 4Q: 3 clusters Score -2.58198e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 140511 members 
Entering Unmasked Estep 
Score: -25824346.000000 Penalty: 6126.198730
	Iteration 5Q: 3 clusters Score -2.582435e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -25832680.000000 Penalty: 6126.198730
	Iteration 6F: 3 clusters Score -2.583268e+07 nChanged 17907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 170863 members 
Entering Unmasked Estep 
Score: -25845676.000000 Penalty: 6126.198730
	Iteration 7F: 3 clusters Score -2.584568e+07 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 190013 members 
Entering Unmasked Estep 
Score: -25862136.000000 Penalty: 6126.198730
	Iteration 8F: 3 clusters Score -2.586214e+07 nChanged 17381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -25878596.000000 Penalty: 6126.198730
	Iteration 9F: 3 clusters Score -2.58786e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 218840 members 
Entering Unmasked Estep 
Score: -25889974.000000 Penalty: 6126.198730
	Iteration 10F: 3 clusters Score -2.588997e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 224938 members 
Entering Unmasked Estep 
Score: -25894354.000000 Penalty: 6126.198730
	Iteration 11Q: 3 clusters Score -2.589435e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 227546 members 
Entering Unmasked Estep 
Score: -25895876.000000 Penalty: 6126.198730
	Iteration 12Q: 3 clusters Score -2.589588e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 228626 members 
Entering Unmasked Estep 
Score: -25896416.000000 Penalty: 6126.198730
	Iteration 13Q: 3 clusters Score -2.589642e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 229164 members 
Entering Unmasked Estep 
Score: -25896722.000000 Penalty: 6126.198730
	Iteration 14Q: 3 clusters Score -2.589672e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 229384 members 
Entering Unmasked Estep 
Score: -25896860.000000 Penalty: 6126.198730
	Iteration 15Q: 3 clusters Score -2.589686e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 229526 members 
Entering Unmasked Estep 
Score: -25896950.000000 Penalty: 6126.198730
	Iteration 16Q: 3 clusters Score -2.589695e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 229612 members 
Entering Unmasked Estep 
Score: -25897100.000000 Penalty: 6126.198730
	Iteration 17Q: 3 clusters Score -2.58971e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 229665 members 
Entering Unmasked Estep 
Score: -25897160.000000 Penalty: 6126.198730
	Iteration 18Q: 3 clusters Score -2.589716e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 229683 members 
Entering Unmasked Estep 
Score: -25897238.000000 Penalty: 6126.198730
	Iteration 19Q: 3 clusters Score -2.589724e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 229690 members 
Entering Unmasked Estep 
Score: -25897326.000000 Penalty: 6126.198730
	Iteration 20F: 3 clusters Score -2.589733e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 229695 members 
Entering Unmasked Estep 
Score: -25897384.000000 Penalty: 6126.198730
	Iteration 21Q: 3 clusters Score -2.589738e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 229695 members 
Entering Unmasked Estep 
Score: -25897434.000000 Penalty: 6126.198730
	Iteration 22Q: 3 clusters Score -2.589743e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 229707 members 
Entering Unmasked Estep 
Score: -25897448.000000 Penalty: 6126.198730
	Iteration 23Q: 3 clusters Score -2.589745e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 229712 members 
Entering Unmasked Estep 
Score: -25897488.000000 Penalty: 6126.198730
	Iteration 24Q: 3 clusters Score -2.589749e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 229709 members 
Entering Unmasked Estep 
Score: -25897536.000000 Penalty: 6126.198730
	Iteration 25Q: 3 clusters Score -2.589754e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 229703 members 
Entering Unmasked Estep 
Score: -25897610.000000 Penalty: 6126.198730
	Iteration 26Q: 3 clusters Score -2.589761e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 229696 members 
Entering Unmasked Estep 
Score: -25897732.000000 Penalty: 6126.198730
	Iteration 27Q: 3 clusters Score -2.589773e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 229678 members 
Entering Unmasked Estep 
Score: -25897760.000000 Penalty: 6126.198730
	Iteration 28Q: 3 clusters Score -2.589776e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 229641 members 
Entering Unmasked Estep 
Score: -25897840.000000 Penalty: 6126.198730
	Iteration 29Q: 3 clusters Score -2.589784e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 229623 members 
Entering Unmasked Estep 
Score: -25897888.000000 Penalty: 6126.198730
	Iteration 30Q: 3 clusters Score -2.589789e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 229601 members 
Entering Unmasked Estep 
Score: -25897906.000000 Penalty: 6126.198730
	Iteration 31Q: 3 clusters Score -2.589791e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 229581 members 
Entering Unmasked Estep 
Score: -25897908.000000 Penalty: 6126.198730
	Iteration 32Q: 3 clusters Score -2.589791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 229550 members 
Entering Unmasked Estep 
Score: -25897960.000000 Penalty: 6126.198730
	Iteration 33Q: 3 clusters Score -2.589796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 229509 members 
Entering Unmasked Estep 
Score: -25897970.000000 Penalty: 6126.198730
	Iteration 34Q: 3 clusters Score -2.589797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 229480 members 
Entering Unmasked Estep 
Score: -25898008.000000 Penalty: 6126.198730
	Iteration 35Q: 3 clusters Score -2.589801e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 229447 members 
Entering Unmasked Estep 
Score: -25898024.000000 Penalty: 6126.198730
	Iteration 36Q: 3 clusters Score -2.589802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 229416 members 
Entering Unmasked Estep 
Score: -25898068.000000 Penalty: 6126.198730
	Iteration 37Q: 3 clusters Score -2.589807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 229379 members 
Entering Unmasked Estep 
Score: -25898066.000000 Penalty: 6126.198730
	Iteration 38Q: 3 clusters Score -2.589807e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 229347 members 
Entering Unmasked Estep 
Score: -25898078.000000 Penalty: 6126.198730
	Iteration 39Q: 3 clusters Score -2.589808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 229319 members 
Entering Unmasked Estep 
Score: -25898126.000000 Penalty: 6126.198730
	Iteration 40F: 3 clusters Score -2.589813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 229294 members 
Entering Unmasked Estep 
Score: -25898170.000000 Penalty: 6126.198730
	Iteration 41Q: 3 clusters Score -2.589817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 229278 members 
Entering Unmasked Estep 
Score: -25898164.000000 Penalty: 6126.198730
	Iteration 42Q: 3 clusters Score -2.589816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 229262 members 
Entering Unmasked Estep 
Score: -25898202.000000 Penalty: 6126.198730
	Iteration 43Q: 3 clusters Score -2.58982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 229250 members 
Entering Unmasked Estep 
Score: -25898182.000000 Penalty: 6126.198730
	Iteration 44Q: 3 clusters Score -2.589818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 229241 members 
Entering Unmasked Estep 
Score: -25898204.000000 Penalty: 6126.198730
	Iteration 45Q: 3 clusters Score -2.58982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 229230 members 
Entering Unmasked Estep 
Score: -25898184.000000 Penalty: 6126.198730
	Iteration 46Q: 3 clusters Score -2.589818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 229218 members 
Entering Unmasked Estep 
Score: -25898198.000000 Penalty: 6126.198730
	Iteration 47Q: 3 clusters Score -2.58982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 229212 members 
Entering Unmasked Estep 
Score: -25898192.000000 Penalty: 6126.198730
	Iteration 48Q: 3 clusters Score -2.589819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 229209 members 
Entering Unmasked Estep 
Score: -25898222.000000 Penalty: 6126.198730
	Iteration 49Q: 3 clusters Score -2.589822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 229203 members 
Entering Unmasked Estep 
Score: -25898238.000000 Penalty: 6126.198730
	Iteration 50Q: 3 clusters Score -2.589824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 229194 members 
Entering Unmasked Estep 
Score: -25898234.000000 Penalty: 6126.198730
	Iteration 51Q: 3 clusters Score -2.589823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 229184 members 
Entering Unmasked Estep 
Score: -25898226.000000 Penalty: 6126.198730
	Iteration 52Q: 3 clusters Score -2.589823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 229175 members 
Entering Unmasked Estep 
Score: -25898236.000000 Penalty: 6126.198730
	Iteration 53Q: 3 clusters Score -2.589824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 229166 members 
Entering Unmasked Estep 
Score: -25898238.000000 Penalty: 6126.198730
	Iteration 54Q: 3 clusters Score -2.589824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 229164 members 
Entering Unmasked Estep 
Score: -25898254.000000 Penalty: 6126.198730
	Iteration 55Q: 3 clusters Score -2.589825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 229164 members 
Entering Unmasked Estep 
Score: -25898256.000000 Penalty: 6126.198730
	Iteration 56Q: 3 clusters Score -2.589826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 229164 members 
Entering Unmasked Estep 
Score: -25898246.000000 Penalty: 6126.198730
	Iteration 57Q: 3 clusters Score -2.589825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 229162 members 
Entering Unmasked Estep 
Score: -25898258.000000 Penalty: 6126.198730
	Iteration 58Q: 3 clusters Score -2.589826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 229162 members 
Entering Unmasked Estep 
Score: -25898258.000000 Penalty: 6126.198730
	Iteration 59F: 3 clusters Score -2.589826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -109831.195312 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -109831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107868.585938 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -107868.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -108402.671875 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -108402.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -108645.398438 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -108645.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108870.406250 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -108870.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -109005.343750 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -109005.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -109054.664062 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -109054.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109099.679688 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -109099.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109162.210938 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -109162.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109245.046875 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -109245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109369.421875 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -109369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109470.820312 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -109470.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -109484.429688 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -109484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109492.882812 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -109492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109497.507812 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -109497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109499.171875 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -109499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109500.343750 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -109500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109501.382812 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -109501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109501.382812 Penalty: 3495.136963
	Iteration 17F: 3 clusters Score -109501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Entering Unmasked Estep 
Score: -4882212.000000 Penalty: 2647.579346
	Iteration 0F: 2 clusters Score -4882212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4853138.500000 Penalty: 5295.158691
	Iteration 0F: 3 clusters Score -4853138 nChanged 19696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -4864586.500000 Penalty: 5295.158691
	Iteration 1F: 3 clusters Score -4864586 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4866050.500000 Penalty: 5295.158691
	Iteration 2F: 3 clusters Score -4866050 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4868312.500000 Penalty: 5295.158691
	Iteration 3F: 3 clusters Score -4868312 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4871464.000000 Penalty: 5295.158691
	Iteration 4F: 3 clusters Score -4871464 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4874717.000000 Penalty: 5295.158691
	Iteration 5F: 3 clusters Score -4874717 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4877275.500000 Penalty: 5295.158691
	Iteration 6F: 3 clusters Score -4877276 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4878923.000000 Penalty: 5295.158691
	Iteration 7Q: 3 clusters Score -4878923 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4879876.500000 Penalty: 5295.158691
	Iteration 8Q: 3 clusters Score -4879876 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4880424.000000 Penalty: 5295.158691
	Iteration 9Q: 3 clusters Score -4880424 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4880710.000000 Penalty: 5295.158691
	Iteration 10Q: 3 clusters Score -4880710 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -4880906.500000 Penalty: 5295.158691
	Iteration 11Q: 3 clusters Score -4880906 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -4881061.000000 Penalty: 5295.158691
	Iteration 12Q: 3 clusters Score -4881061 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -4881140.500000 Penalty: 5295.158691
	Iteration 13Q: 3 clusters Score -4881140 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4881204.000000 Penalty: 5295.158691
	Iteration 14Q: 3 clusters Score -4881204 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -4881225.000000 Penalty: 5295.158691
	Iteration 15Q: 3 clusters Score -4881225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -4881243.500000 Penalty: 5295.158691
	Iteration 16Q: 3 clusters Score -4881244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4881267.500000 Penalty: 5295.158691
	Iteration 17Q: 3 clusters Score -4881268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -4881268.000000 Penalty: 5295.158691
	Iteration 18Q: 3 clusters Score -4881268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4881280.000000 Penalty: 5295.158691
	Iteration 19Q: 3 clusters Score -4881280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -4881285.500000 Penalty: 5295.158691
	Iteration 20F: 3 clusters Score -4881286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4881280.000000 Penalty: 5295.158691
	Iteration 21Q: 3 clusters Score -4881280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4881282.000000 Penalty: 5295.158691
	Iteration 22Q: 3 clusters Score -4881282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4881283.000000 Penalty: 5295.158691
	Iteration 23Q: 3 clusters Score -4881283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -4881273.000000 Penalty: 5295.158691
	Iteration 24Q: 3 clusters Score -4881273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4881277.000000 Penalty: 5295.158691
	Iteration 25Q: 3 clusters Score -4881277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -4881282.000000 Penalty: 5295.158691
	Iteration 26Q: 3 clusters Score -4881282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -4881280.000000 Penalty: 5295.158691
	Iteration 27Q: 3 clusters Score -4881280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -4881281.500000 Penalty: 5295.158691
	Iteration 28Q: 3 clusters Score -4881282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4881279.000000 Penalty: 5295.158691
	Iteration 29Q: 3 clusters Score -4881279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -4881283.000000 Penalty: 5295.158691
	Iteration 30Q: 3 clusters Score -4881283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -4881277.500000 Penalty: 5295.158691
	Iteration 31Q: 3 clusters Score -4881278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -4881281.500000 Penalty: 5295.158691
	Iteration 32Q: 3 clusters Score -4881282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -4881290.500000 Penalty: 5295.158691
	Iteration 33Q: 3 clusters Score -4881290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -4881287.500000 Penalty: 5295.158691
	Iteration 34Q: 3 clusters Score -4881288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -4881283.500000 Penalty: 5295.158691
	Iteration 35Q: 3 clusters Score -4881284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4881279.500000 Penalty: 5295.158691
	Iteration 36Q: 3 clusters Score -4881280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -4881280.500000 Penalty: 5295.158691
	Iteration 37Q: 3 clusters Score -4881280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -4881276.500000 Penalty: 5295.158691
	Iteration 38Q: 3 clusters Score -4881276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4881282.000000 Penalty: 5295.158691
	Iteration 39Q: 3 clusters Score -4881282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4881281.000000 Penalty: 5295.158691
	Iteration 40F: 3 clusters Score -4881281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -4881277.500000 Penalty: 5295.158691
	Iteration 41Q: 3 clusters Score -4881278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -4881277.500000 Penalty: 5295.158691
	Iteration 42F: 3 clusters Score -4881278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (257467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257467 members 
Entering Unmasked Estep 
Score: -29010100.000000 Penalty: 3089.744385
	Iteration 0F: 2 clusters Score -2.90101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 128498 members 
Entering Unmasked Estep 
Score: -28853762.000000 Penalty: 6179.488770
	Iteration 0F: 3 clusters Score -2.885376e+07 nChanged 124690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135465 members 
Mstep: Class 2 contains 122002 members 
Entering Unmasked Estep 
Score: -28927770.000000 Penalty: 6179.488770
	Iteration 1F: 3 clusters Score -2.892777e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139481 members 
Mstep: Class 2 contains 117986 members 
Entering Unmasked Estep 
Score: -28929366.000000 Penalty: 6179.488770
	Iteration 2Q: 3 clusters Score -2.892937e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -28931302.000000 Penalty: 6179.488770
	Iteration 3Q: 3 clusters Score -2.89313e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -28935406.000000 Penalty: 6179.488770
	Iteration 4Q: 3 clusters Score -2.893541e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167366 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -28943138.000000 Penalty: 6179.488770
	Iteration 5F: 3 clusters Score -2.894314e+07 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184250 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -28955282.000000 Penalty: 6179.488770
	Iteration 6F: 3 clusters Score -2.895528e+07 nChanged 19543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203573 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -28972394.000000 Penalty: 6179.488770
	Iteration 7F: 3 clusters Score -2.897239e+07 nChanged 18719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222188 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -28989474.000000 Penalty: 6179.488770
	Iteration 8F: 3 clusters Score -2.898947e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236107 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -28997254.000000 Penalty: 6179.488770
	Iteration 9F: 3 clusters Score -2.899725e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243624 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -29001350.000000 Penalty: 6179.488770
	Iteration 10Q: 3 clusters Score -2.900135e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247803 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -29003500.000000 Penalty: 6179.488770
	Iteration 11Q: 3 clusters Score -2.90035e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250267 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -29004888.000000 Penalty: 6179.488770
	Iteration 12Q: 3 clusters Score -2.900489e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251879 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -29005674.000000 Penalty: 6179.488770
	Iteration 13Q: 3 clusters Score -2.900567e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253035 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -29006088.000000 Penalty: 6179.488770
	Iteration 14Q: 3 clusters Score -2.900609e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253899 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -29006434.000000 Penalty: 6179.488770
	Iteration 15Q: 3 clusters Score -2.900643e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254538 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -29006700.000000 Penalty: 6179.488770
	Iteration 16Q: 3 clusters Score -2.90067e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255007 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -29006930.000000 Penalty: 6179.488770
	Iteration 17Q: 3 clusters Score -2.900693e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255336 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -29007114.000000 Penalty: 6179.488770
	Iteration 18Q: 3 clusters Score -2.900711e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255600 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -29007232.000000 Penalty: 6179.488770
	Iteration 19Q: 3 clusters Score -2.900723e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255778 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -29007340.000000 Penalty: 6179.488770
	Iteration 20F: 3 clusters Score -2.900734e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255931 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -29007368.000000 Penalty: 6179.488770
	Iteration 21Q: 3 clusters Score -2.900737e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256044 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -29007390.000000 Penalty: 6179.488770
	Iteration 22Q: 3 clusters Score -2.900739e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256118 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -29007398.000000 Penalty: 6179.488770
	Iteration 23Q: 3 clusters Score -2.90074e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256179 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -29007448.000000 Penalty: 6179.488770
	Iteration 24Q: 3 clusters Score -2.900745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256230 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -29007454.000000 Penalty: 6179.488770
	Iteration 25Q: 3 clusters Score -2.900745e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256271 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -29007482.000000 Penalty: 6179.488770
	Iteration 26Q: 3 clusters Score -2.900748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256316 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -29007486.000000 Penalty: 6179.488770
	Iteration 27Q: 3 clusters Score -2.900749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256354 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -29007514.000000 Penalty: 6179.488770
	Iteration 28Q: 3 clusters Score -2.900751e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256396 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -29007532.000000 Penalty: 6179.488770
	Iteration 29Q: 3 clusters Score -2.900753e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256426 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -29007556.000000 Penalty: 6179.488770
	Iteration 30Q: 3 clusters Score -2.900756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256438 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -29007508.000000 Penalty: 6179.488770
	Iteration 31Q: 3 clusters Score -2.900751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -29007510.000000 Penalty: 6179.488770
	Iteration 32Q: 3 clusters Score -2.900751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256448 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -29007504.000000 Penalty: 6179.488770
	Iteration 33Q: 3 clusters Score -2.90075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256460 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -29007536.000000 Penalty: 6179.488770
	Iteration 34Q: 3 clusters Score -2.900754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256475 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -29007552.000000 Penalty: 6179.488770
	Iteration 35Q: 3 clusters Score -2.900755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256491 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -29007562.000000 Penalty: 6179.488770
	Iteration 36Q: 3 clusters Score -2.900756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256499 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -29007588.000000 Penalty: 6179.488770
	Iteration 37Q: 3 clusters Score -2.900759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256500 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -29007580.000000 Penalty: 6179.488770
	Iteration 38Q: 3 clusters Score -2.900758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256510 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -29007584.000000 Penalty: 6179.488770
	Iteration 39Q: 3 clusters Score -2.900758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256519 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -29007604.000000 Penalty: 6179.488770
	Iteration 40F: 3 clusters Score -2.90076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256526 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -29007624.000000 Penalty: 6179.488770
	Iteration 41Q: 3 clusters Score -2.900762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256537 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29007642.000000 Penalty: 6179.488770
	Iteration 42Q: 3 clusters Score -2.900764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256543 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -29007612.000000 Penalty: 6179.488770
	Iteration 43Q: 3 clusters Score -2.900761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256547 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29007646.000000 Penalty: 6179.488770
	Iteration 44Q: 3 clusters Score -2.900765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256547 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29007656.000000 Penalty: 6179.488770
	Iteration 45Q: 3 clusters Score -2.900766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256555 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -29007642.000000 Penalty: 6179.488770
	Iteration 46Q: 3 clusters Score -2.900764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256560 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -29007630.000000 Penalty: 6179.488770
	Iteration 47Q: 3 clusters Score -2.900763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256566 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -29007630.000000 Penalty: 6179.488770
	Iteration 48Q: 3 clusters Score -2.900763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256569 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -29007646.000000 Penalty: 6179.488770
	Iteration 49Q: 3 clusters Score -2.900765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256571 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -29007654.000000 Penalty: 6179.488770
	Iteration 50Q: 3 clusters Score -2.900765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256572 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -29007658.000000 Penalty: 6179.488770
	Iteration 51Q: 3 clusters Score -2.900766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256574 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -29007634.000000 Penalty: 6179.488770
	Iteration 52Q: 3 clusters Score -2.900763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256577 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -29007642.000000 Penalty: 6179.488770
	Iteration 53Q: 3 clusters Score -2.900764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256577 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -29007656.000000 Penalty: 6179.488770
	Iteration 54Q: 3 clusters Score -2.900766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256578 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -29007662.000000 Penalty: 6179.488770
	Iteration 55Q: 3 clusters Score -2.900766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256579 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -29007670.000000 Penalty: 6179.488770
	Iteration 56Q: 3 clusters Score -2.900767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256579 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -29007670.000000 Penalty: 6179.488770
	Iteration 57F: 3 clusters Score -2.900767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2586973.000000 Penalty: 2486.824219
	Iteration 0F: 2 clusters Score -2586973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2571275.750000 Penalty: 4973.648438
	Iteration 0F: 3 clusters Score -2571276 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2576427.250000 Penalty: 4973.648438
	Iteration 1F: 3 clusters Score -2576427 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2576828.750000 Penalty: 4973.648438
	Iteration 2F: 3 clusters Score -2576829 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2577129.000000 Penalty: 4973.648438
	Iteration 3Q: 3 clusters Score -2577129 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2577349.750000 Penalty: 4973.648438
	Iteration 4Q: 3 clusters Score -2577350 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2577560.750000 Penalty: 4973.648438
	Iteration 5Q: 3 clusters Score -2577561 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2577744.750000 Penalty: 4973.648438
	Iteration 6Q: 3 clusters Score -2577745 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2577925.750000 Penalty: 4973.648438
	Iteration 7Q: 3 clusters Score -2577926 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2578126.250000 Penalty: 4973.648438
	Iteration 8Q: 3 clusters Score -2578126 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2578315.250000 Penalty: 4973.648438
	Iteration 9Q: 3 clusters Score -2578315 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2578563.000000 Penalty: 4973.648438
	Iteration 10Q: 3 clusters Score -2578563 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2578859.000000 Penalty: 4973.648438
	Iteration 11Q: 3 clusters Score -2578859 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2579234.500000 Penalty: 4973.648438
	Iteration 12Q: 3 clusters Score -2579234 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2579748.500000 Penalty: 4973.648438
	Iteration 13Q: 3 clusters Score -2579748 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2580492.750000 Penalty: 4973.648438
	Iteration 14F: 3 clusters Score -2580493 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2581460.000000 Penalty: 4973.648438
	Iteration 15F: 3 clusters Score -2581460 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2582462.250000 Penalty: 4973.648438
	Iteration 16F: 3 clusters Score -2582462 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2583300.000000 Penalty: 4973.648438
	Iteration 17Q: 3 clusters Score -2583300 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2583901.000000 Penalty: 4973.648438
	Iteration 18Q: 3 clusters Score -2583901 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2584264.250000 Penalty: 4973.648438
	Iteration 19Q: 3 clusters Score -2584264 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2584475.000000 Penalty: 4973.648438
	Iteration 20F: 3 clusters Score -2584475 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2584580.250000 Penalty: 4973.648438
	Iteration 21Q: 3 clusters Score -2584580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2584639.750000 Penalty: 4973.648438
	Iteration 22Q: 3 clusters Score -2584640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2584691.250000 Penalty: 4973.648438
	Iteration 23Q: 3 clusters Score -2584691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2584716.250000 Penalty: 4973.648438
	Iteration 24Q: 3 clusters Score -2584716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2584747.000000 Penalty: 4973.648438
	Iteration 25Q: 3 clusters Score -2584747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2584765.000000 Penalty: 4973.648438
	Iteration 26Q: 3 clusters Score -2584765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2584792.000000 Penalty: 4973.648438
	Iteration 27Q: 3 clusters Score -2584792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2584808.250000 Penalty: 4973.648438
	Iteration 28Q: 3 clusters Score -2584808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2584816.750000 Penalty: 4973.648438
	Iteration 29Q: 3 clusters Score -2584817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2584827.250000 Penalty: 4973.648438
	Iteration 30Q: 3 clusters Score -2584827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2584841.750000 Penalty: 4973.648438
	Iteration 31Q: 3 clusters Score -2584842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2584841.500000 Penalty: 4973.648438
	Iteration 32Q: 3 clusters Score -2584842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2584845.750000 Penalty: 4973.648438
	Iteration 33Q: 3 clusters Score -2584846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2584845.750000 Penalty: 4973.648438
	Iteration 34F: 3 clusters Score -2584846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Entering Unmasked Estep 
Score: -2014509.125000 Penalty: 2425.683350
	Iteration 0F: 2 clusters Score -2014509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2001972.125000 Penalty: 4851.366699
	Iteration 0F: 3 clusters Score -2001972 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2006028.750000 Penalty: 4851.366699
	Iteration 1F: 3 clusters Score -2006029 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2006395.250000 Penalty: 4851.366699
	Iteration 2F: 3 clusters Score -2006395 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2006710.125000 Penalty: 4851.366699
	Iteration 3Q: 3 clusters Score -2006710 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2006991.000000 Penalty: 4851.366699
	Iteration 4Q: 3 clusters Score -2006991 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2007204.375000 Penalty: 4851.366699
	Iteration 5Q: 3 clusters Score -2007204 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2007422.625000 Penalty: 4851.366699
	Iteration 6Q: 3 clusters Score -2007423 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2007612.500000 Penalty: 4851.366699
	Iteration 7Q: 3 clusters Score -2007612 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2007801.875000 Penalty: 4851.366699
	Iteration 8Q: 3 clusters Score -2007802 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2007996.750000 Penalty: 4851.366699
	Iteration 9Q: 3 clusters Score -2007997 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2008217.750000 Penalty: 4851.366699
	Iteration 10Q: 3 clusters Score -2008218 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2008495.000000 Penalty: 4851.366699
	Iteration 11Q: 3 clusters Score -2008495 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2008884.750000 Penalty: 4851.366699
	Iteration 12Q: 3 clusters Score -2008885 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2009402.250000 Penalty: 4851.366699
	Iteration 13Q: 3 clusters Score -2009402 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2009926.750000 Penalty: 4851.366699
	Iteration 14Q: 3 clusters Score -2009927 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2010370.750000 Penalty: 4851.366699
	Iteration 15Q: 3 clusters Score -2010371 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2010710.375000 Penalty: 4851.366699
	Iteration 16Q: 3 clusters Score -2010710 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2010976.125000 Penalty: 4851.366699
	Iteration 17Q: 3 clusters Score -2010976 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2011196.625000 Penalty: 4851.366699
	Iteration 18Q: 3 clusters Score -2011197 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2011373.750000 Penalty: 4851.366699
	Iteration 19Q: 3 clusters Score -2011374 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2011538.375000 Penalty: 4851.366699
	Iteration 20F: 3 clusters Score -2011538 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2011690.125000 Penalty: 4851.366699
	Iteration 21Q: 3 clusters Score -2011690 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2011824.250000 Penalty: 4851.366699
	Iteration 22Q: 3 clusters Score -2011824 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2011939.625000 Penalty: 4851.366699
	Iteration 23Q: 3 clusters Score -2011940 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2012057.750000 Penalty: 4851.366699
	Iteration 24Q: 3 clusters Score -2012058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2012173.000000 Penalty: 4851.366699
	Iteration 25Q: 3 clusters Score -2012173 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2012291.250000 Penalty: 4851.366699
	Iteration 26Q: 3 clusters Score -2012291 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2012404.875000 Penalty: 4851.366699
	Iteration 27Q: 3 clusters Score -2012405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2012491.125000 Penalty: 4851.366699
	Iteration 28Q: 3 clusters Score -2012491 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2012544.750000 Penalty: 4851.366699
	Iteration 29Q: 3 clusters Score -2012545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2012581.125000 Penalty: 4851.366699
	Iteration 30Q: 3 clusters Score -2012581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2012610.500000 Penalty: 4851.366699
	Iteration 31Q: 3 clusters Score -2012610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2012630.625000 Penalty: 4851.366699
	Iteration 32Q: 3 clusters Score -2012631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2012651.875000 Penalty: 4851.366699
	Iteration 33Q: 3 clusters Score -2012652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2012666.500000 Penalty: 4851.366699
	Iteration 34Q: 3 clusters Score -2012666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2012686.250000 Penalty: 4851.366699
	Iteration 35Q: 3 clusters Score -2012686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2012705.000000 Penalty: 4851.366699
	Iteration 36Q: 3 clusters Score -2012705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2012708.125000 Penalty: 4851.366699
	Iteration 37Q: 3 clusters Score -2012708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2012719.875000 Penalty: 4851.366699
	Iteration 38Q: 3 clusters Score -2012720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2012731.625000 Penalty: 4851.366699
	Iteration 39Q: 3 clusters Score -2012732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2012741.250000 Penalty: 4851.366699
	Iteration 40F: 3 clusters Score -2012741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2012751.500000 Penalty: 4851.366699
	Iteration 41Q: 3 clusters Score -2012752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2012762.625000 Penalty: 4851.366699
	Iteration 42Q: 3 clusters Score -2012763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2012767.750000 Penalty: 4851.366699
	Iteration 43Q: 3 clusters Score -2012768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2012779.250000 Penalty: 4851.366699
	Iteration 44Q: 3 clusters Score -2012779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2012788.625000 Penalty: 4851.366699
	Iteration 45Q: 3 clusters Score -2012789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2012792.750000 Penalty: 4851.366699
	Iteration 46Q: 3 clusters Score -2012793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2012794.500000 Penalty: 4851.366699
	Iteration 47Q: 3 clusters Score -2012794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2012796.750000 Penalty: 4851.366699
	Iteration 48Q: 3 clusters Score -2012797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2012796.625000 Penalty: 4851.366699
	Iteration 49Q: 3 clusters Score -2012797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2012802.125000 Penalty: 4851.366699
	Iteration 50Q: 3 clusters Score -2012802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2012802.875000 Penalty: 4851.366699
	Iteration 51Q: 3 clusters Score -2012803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2012806.750000 Penalty: 4851.366699
	Iteration 52Q: 3 clusters Score -2012807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2012814.000000 Penalty: 4851.366699
	Iteration 53Q: 3 clusters Score -2012814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2012814.500000 Penalty: 4851.366699
	Iteration 54Q: 3 clusters Score -2012814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2012814.500000 Penalty: 4851.366699
	Iteration 55F: 3 clusters Score -2012814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Entering Unmasked Estep 
Score: -906380.937500 Penalty: 2225.611084
	Iteration 0F: 2 clusters Score -906380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -900001.625000 Penalty: 4451.222168
	Iteration 0F: 3 clusters Score -900001.6 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -901733.750000 Penalty: 4451.222168
	Iteration 1F: 3 clusters Score -901733.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -901978.375000 Penalty: 4451.222168
	Iteration 2F: 3 clusters Score -901978.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -902172.000000 Penalty: 4451.222168
	Iteration 3Q: 3 clusters Score -902172 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -902366.750000 Penalty: 4451.222168
	Iteration 4Q: 3 clusters Score -902366.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -902553.500000 Penalty: 4451.222168
	Iteration 5Q: 3 clusters Score -902553.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -902741.312500 Penalty: 4451.222168
	Iteration 6Q: 3 clusters Score -902741.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -902910.437500 Penalty: 4451.222168
	Iteration 7Q: 3 clusters Score -902910.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -903084.312500 Penalty: 4451.222168
	Iteration 8Q: 3 clusters Score -903084.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -903244.375000 Penalty: 4451.222168
	Iteration 9Q: 3 clusters Score -903244.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -903398.062500 Penalty: 4451.222168
	Iteration 10Q: 3 clusters Score -903398.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -903533.812500 Penalty: 4451.222168
	Iteration 11Q: 3 clusters Score -903533.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -903673.375000 Penalty: 4451.222168
	Iteration 12Q: 3 clusters Score -903673.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -903795.312500 Penalty: 4451.222168
	Iteration 13Q: 3 clusters Score -903795.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -903906.187500 Penalty: 4451.222168
	Iteration 14Q: 3 clusters Score -903906.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -903988.750000 Penalty: 4451.222168
	Iteration 15Q: 3 clusters Score -903988.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -904034.812500 Penalty: 4451.222168
	Iteration 16Q: 3 clusters Score -904034.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -904074.375000 Penalty: 4451.222168
	Iteration 17Q: 3 clusters Score -904074.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -904115.312500 Penalty: 4451.222168
	Iteration 18Q: 3 clusters Score -904115.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -904145.750000 Penalty: 4451.222168
	Iteration 19Q: 3 clusters Score -904145.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -904171.625000 Penalty: 4451.222168
	Iteration 20F: 3 clusters Score -904171.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -904194.250000 Penalty: 4451.222168
	Iteration 21Q: 3 clusters Score -904194.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -904206.875000 Penalty: 4451.222168
	Iteration 22Q: 3 clusters Score -904206.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -904214.437500 Penalty: 4451.222168
	Iteration 23Q: 3 clusters Score -904214.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -904222.812500 Penalty: 4451.222168
	Iteration 24Q: 3 clusters Score -904222.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -904233.062500 Penalty: 4451.222168
	Iteration 25Q: 3 clusters Score -904233.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -904235.875000 Penalty: 4451.222168
	Iteration 26Q: 3 clusters Score -904235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -904243.812500 Penalty: 4451.222168
	Iteration 27Q: 3 clusters Score -904243.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -904243.625000 Penalty: 4451.222168
	Iteration 28Q: 3 clusters Score -904243.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -904250.125000 Penalty: 4451.222168
	Iteration 29Q: 3 clusters Score -904250.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -904253.187500 Penalty: 4451.222168
	Iteration 30Q: 3 clusters Score -904253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -904258.000000 Penalty: 4451.222168
	Iteration 31Q: 3 clusters Score -904258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -904259.125000 Penalty: 4451.222168
	Iteration 32Q: 3 clusters Score -904259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -904258.062500 Penalty: 4451.222168
	Iteration 33Q: 3 clusters Score -904258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -904260.437500 Penalty: 4451.222168
	Iteration 34Q: 3 clusters Score -904260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -904260.187500 Penalty: 4451.222168
	Iteration 35Q: 3 clusters Score -904260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -904259.750000 Penalty: 4451.222168
	Iteration 36Q: 3 clusters Score -904259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -904261.875000 Penalty: 4451.222168
	Iteration 37Q: 3 clusters Score -904261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -904261.250000 Penalty: 4451.222168
	Iteration 38Q: 3 clusters Score -904261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -904261.250000 Penalty: 4451.222168
	Iteration 39F: 3 clusters Score -904261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Entering Unmasked Estep 
Score: -634369.312500 Penalty: 2140.103516
	Iteration 0F: 2 clusters Score -634369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -629519.250000 Penalty: 4280.207031
	Iteration 0F: 3 clusters Score -629519.2 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -630764.125000 Penalty: 4280.207031
	Iteration 1F: 3 clusters Score -630764.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -630996.062500 Penalty: 4280.207031
	Iteration 2F: 3 clusters Score -630996.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -631151.812500 Penalty: 4280.207031
	Iteration 3Q: 3 clusters Score -631151.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -631257.875000 Penalty: 4280.207031
	Iteration 4Q: 3 clusters Score -631257.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -631317.187500 Penalty: 4280.207031
	Iteration 5Q: 3 clusters Score -631317.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -631370.875000 Penalty: 4280.207031
	Iteration 6Q: 3 clusters Score -631370.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -631425.125000 Penalty: 4280.207031
	Iteration 7Q: 3 clusters Score -631425.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -631480.562500 Penalty: 4280.207031
	Iteration 8Q: 3 clusters Score -631480.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -631539.750000 Penalty: 4280.207031
	Iteration 9Q: 3 clusters Score -631539.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -631594.062500 Penalty: 4280.207031
	Iteration 10Q: 3 clusters Score -631594.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -631645.875000 Penalty: 4280.207031
	Iteration 11Q: 3 clusters Score -631645.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -631701.187500 Penalty: 4280.207031
	Iteration 12Q: 3 clusters Score -631701.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -631763.000000 Penalty: 4280.207031
	Iteration 13Q: 3 clusters Score -631763 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -631833.625000 Penalty: 4280.207031
	Iteration 14Q: 3 clusters Score -631833.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -631907.250000 Penalty: 4280.207031
	Iteration 15Q: 3 clusters Score -631907.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -631975.687500 Penalty: 4280.207031
	Iteration 16Q: 3 clusters Score -631975.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -632065.000000 Penalty: 4280.207031
	Iteration 17Q: 3 clusters Score -632065 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -632133.812500 Penalty: 4280.207031
	Iteration 18Q: 3 clusters Score -632133.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -632195.750000 Penalty: 4280.207031
	Iteration 19Q: 3 clusters Score -632195.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -632262.125000 Penalty: 4280.207031
	Iteration 20F: 3 clusters Score -632262.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -632337.437500 Penalty: 4280.207031
	Iteration 21Q: 3 clusters Score -632337.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -632405.375000 Penalty: 4280.207031
	Iteration 22Q: 3 clusters Score -632405.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -632459.875000 Penalty: 4280.207031
	Iteration 23Q: 3 clusters Score -632459.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -632498.187500 Penalty: 4280.207031
	Iteration 24Q: 3 clusters Score -632498.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -632521.062500 Penalty: 4280.207031
	Iteration 25Q: 3 clusters Score -632521.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -632542.625000 Penalty: 4280.207031
	Iteration 26Q: 3 clusters Score -632542.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -632555.937500 Penalty: 4280.207031
	Iteration 27Q: 3 clusters Score -632555.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -632573.562500 Penalty: 4280.207031
	Iteration 28Q: 3 clusters Score -632573.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -632584.125000 Penalty: 4280.207031
	Iteration 29Q: 3 clusters Score -632584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -632596.875000 Penalty: 4280.207031
	Iteration 30Q: 3 clusters Score -632596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -632603.062500 Penalty: 4280.207031
	Iteration 31Q: 3 clusters Score -632603.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -632609.250000 Penalty: 4280.207031
	Iteration 32Q: 3 clusters Score -632609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -632613.312500 Penalty: 4280.207031
	Iteration 33Q: 3 clusters Score -632613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -632616.187500 Penalty: 4280.207031
	Iteration 34Q: 3 clusters Score -632616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -632619.000000 Penalty: 4280.207031
	Iteration 35Q: 3 clusters Score -632619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -632621.312500 Penalty: 4280.207031
	Iteration 36Q: 3 clusters Score -632621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -632623.125000 Penalty: 4280.207031
	Iteration 37Q: 3 clusters Score -632623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -632623.125000 Penalty: 4280.207031
	Iteration 38F: 3 clusters Score -632623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 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 409 members 
Entering Unmasked Estep 
Score: -86922.578125 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86922.58 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87185.570312 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87185.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87326.320312 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87326.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87541.382812 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -87541.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87900.906250 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -87900.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88118.132812 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -88118.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88212.578125 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -88212.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88283.429688 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -88283.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -88339.140625 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -88339.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -88361.578125 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88361.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -88381.789062 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88381.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -88398.804688 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -88415.226562 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88415.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -88434.414062 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -88434.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88461.539062 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -88461.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -88506.273438 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -88506.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88540.140625 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -88540.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88555.250000 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -88555.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -88569.054688 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -88569.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -88575.687500 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -88575.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -88578.015625 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -88578.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -88586.312500 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -88586.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -88589.078125 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -88589.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -88599.242188 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -88599.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88602.687500 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -88602.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88602.687500 Penalty: 3342.123535
	Iteration 25F: 3 clusters Score -88602.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Entering Unmasked Estep 
Score: -6122171.500000 Penalty: 2702.611816
	Iteration 0F: 2 clusters Score -6122172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6085785.500000 Penalty: 5405.223633
	Iteration 0F: 3 clusters Score -6085786 nChanged 25104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6099644.500000 Penalty: 5405.223633
	Iteration 1F: 3 clusters Score -6099644 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -6100226.000000 Penalty: 5405.223633
	Iteration 2Q: 3 clusters Score -6100226 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -6100692.500000 Penalty: 5405.223633
	Iteration 3Q: 3 clusters Score -6100692 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -6101101.500000 Penalty: 5405.223633
	Iteration 4Q: 3 clusters Score -6101102 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -6101561.500000 Penalty: 5405.223633
	Iteration 5Q: 3 clusters Score -6101562 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -6102020.500000 Penalty: 5405.223633
	Iteration 6Q: 3 clusters Score -6102020 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -6102518.500000 Penalty: 5405.223633
	Iteration 7Q: 3 clusters Score -6102518 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -6103171.500000 Penalty: 5405.223633
	Iteration 8Q: 3 clusters Score -6103172 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -6104112.500000 Penalty: 5405.223633
	Iteration 9Q: 3 clusters Score -6104112 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -6105415.500000 Penalty: 5405.223633
	Iteration 10Q: 3 clusters Score -6105416 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -6107251.500000 Penalty: 5405.223633
	Iteration 11F: 3 clusters Score -6107252 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -6109501.500000 Penalty: 5405.223633
	Iteration 12F: 3 clusters Score -6109502 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -6111720.000000 Penalty: 5405.223633
	Iteration 13F: 3 clusters Score -6111720 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -6113284.000000 Penalty: 5405.223633
	Iteration 14Q: 3 clusters Score -6113284 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -6114050.500000 Penalty: 5405.223633
	Iteration 15Q: 3 clusters Score -6114050 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6114421.000000 Penalty: 5405.223633
	Iteration 16Q: 3 clusters Score -6114421 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6114701.000000 Penalty: 5405.223633
	Iteration 17Q: 3 clusters Score -6114701 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -6114933.000000 Penalty: 5405.223633
	Iteration 18Q: 3 clusters Score -6114933 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -6115147.000000 Penalty: 5405.223633
	Iteration 19Q: 3 clusters Score -6115147 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6115323.000000 Penalty: 5405.223633
	Iteration 20F: 3 clusters Score -6115323 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -6115495.500000 Penalty: 5405.223633
	Iteration 21Q: 3 clusters Score -6115496 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -6115600.000000 Penalty: 5405.223633
	Iteration 22Q: 3 clusters Score -6115600 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -6115683.000000 Penalty: 5405.223633
	Iteration 23Q: 3 clusters Score -6115683 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6115767.000000 Penalty: 5405.223633
	Iteration 24Q: 3 clusters Score -6115767 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -6115814.500000 Penalty: 5405.223633
	Iteration 25Q: 3 clusters Score -6115814 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -6115867.500000 Penalty: 5405.223633
	Iteration 26Q: 3 clusters Score -6115868 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6115927.500000 Penalty: 5405.223633
	Iteration 27Q: 3 clusters Score -6115928 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -6115959.000000 Penalty: 5405.223633
	Iteration 28Q: 3 clusters Score -6115959 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -6115998.000000 Penalty: 5405.223633
	Iteration 29Q: 3 clusters Score -6115998 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6116025.500000 Penalty: 5405.223633
	Iteration 30Q: 3 clusters Score -6116026 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -6116040.000000 Penalty: 5405.223633
	Iteration 31Q: 3 clusters Score -6116040 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -6116074.000000 Penalty: 5405.223633
	Iteration 32Q: 3 clusters Score -6116074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -6116080.500000 Penalty: 5405.223633
	Iteration 33Q: 3 clusters Score -6116080 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -6116092.500000 Penalty: 5405.223633
	Iteration 34Q: 3 clusters Score -6116092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -6116100.500000 Penalty: 5405.223633
	Iteration 35Q: 3 clusters Score -6116100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -6116128.000000 Penalty: 5405.223633
	Iteration 36Q: 3 clusters Score -6116128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6116142.000000 Penalty: 5405.223633
	Iteration 37Q: 3 clusters Score -6116142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6116159.000000 Penalty: 5405.223633
	Iteration 38Q: 3 clusters Score -6116159 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -6116174.000000 Penalty: 5405.223633
	Iteration 39Q: 3 clusters Score -6116174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6116182.500000 Penalty: 5405.223633
	Iteration 40F: 3 clusters Score -6116182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -6116197.000000 Penalty: 5405.223633
	Iteration 41Q: 3 clusters Score -6116197 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -6116230.000000 Penalty: 5405.223633
	Iteration 42Q: 3 clusters Score -6116230 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6116264.500000 Penalty: 5405.223633
	Iteration 43Q: 3 clusters Score -6116264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -6116287.500000 Penalty: 5405.223633
	Iteration 44Q: 3 clusters Score -6116288 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6116279.000000 Penalty: 5405.223633
	Iteration 45Q: 3 clusters Score -6116279 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -6116298.500000 Penalty: 5405.223633
	Iteration 46Q: 3 clusters Score -6116298 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -6116309.000000 Penalty: 5405.223633
	Iteration 47Q: 3 clusters Score -6116309 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -6116337.000000 Penalty: 5405.223633
	Iteration 48Q: 3 clusters Score -6116337 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -6116342.000000 Penalty: 5405.223633
	Iteration 49Q: 3 clusters Score -6116342 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6116343.000000 Penalty: 5405.223633
	Iteration 50Q: 3 clusters Score -6116343 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -6116357.500000 Penalty: 5405.223633
	Iteration 51Q: 3 clusters Score -6116358 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -6116353.000000 Penalty: 5405.223633
	Iteration 52Q: 3 clusters Score -6116353 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -6116360.000000 Penalty: 5405.223633
	Iteration 53Q: 3 clusters Score -6116360 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6116373.000000 Penalty: 5405.223633
	Iteration 54Q: 3 clusters Score -6116373 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -6116388.500000 Penalty: 5405.223633
	Iteration 55Q: 3 clusters Score -6116388 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -6116389.000000 Penalty: 5405.223633
	Iteration 56Q: 3 clusters Score -6116389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -6116406.000000 Penalty: 5405.223633
	Iteration 57Q: 3 clusters Score -6116406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -6116416.500000 Penalty: 5405.223633
	Iteration 58Q: 3 clusters Score -6116416 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -6116433.500000 Penalty: 5405.223633
	Iteration 59Q: 3 clusters Score -6116434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -6116433.000000 Penalty: 5405.223633
	Iteration 60F: 3 clusters Score -6116433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -6116458.500000 Penalty: 5405.223633
	Iteration 61Q: 3 clusters Score -6116458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -6116493.500000 Penalty: 5405.223633
	Iteration 62Q: 3 clusters Score -6116494 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -6116496.500000 Penalty: 5405.223633
	Iteration 63Q: 3 clusters Score -6116496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -6116530.500000 Penalty: 5405.223633
	Iteration 64Q: 3 clusters Score -6116530 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -6116554.500000 Penalty: 5405.223633
	Iteration 65Q: 3 clusters Score -6116554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -6116553.500000 Penalty: 5405.223633
	Iteration 66Q: 3 clusters Score -6116554 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6116578 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -6116580.000000 Penalty: 5405.223633
	Iteration 68Q: 3 clusters Score -6116580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -6116603.500000 Penalty: 5405.223633
	Iteration 69Q: 3 clusters Score -6116604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6116640.500000 Penalty: 5405.223633
	Iteration 70Q: 3 clusters Score -6116640 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6116644 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6116671.000000 Penalty: 5405.223633
	Iteration 72Q: 3 clusters Score -6116671 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6116702 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6116730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6116733 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6116736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6116758 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6116766 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6116805 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -6116826.000000 Penalty: 5405.223633
	Iteration 80F: 3 clusters Score -6116826 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6116840 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6116868 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6116898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -6116915.000000 Penalty: 5405.223633
	Iteration 84Q: 3 clusters Score -6116915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -6116950.500000 Penalty: 5405.223633
	Iteration 85Q: 3 clusters Score -6116950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6116936 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -6116943.500000 Penalty: 5405.223633
	Iteration 87Q: 3 clusters Score -6116944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -6116961.500000 Penalty: 5405.223633
	Iteration 88Q: 3 clusters Score -6116962 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -6117002.500000 Penalty: 5405.223633
	Iteration 89Q: 3 clusters Score -6117002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -6117008.500000 Penalty: 5405.223633
	Iteration 90Q: 3 clusters Score -6117008 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6117014.000000 Penalty: 5405.223633
	Iteration 91Q: 3 clusters Score -6117014 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6117030 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -6117026.000000 Penalty: 5405.223633
	Iteration 93Q: 3 clusters Score -6117026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -6117045.000000 Penalty: 5405.223633
	Iteration 94Q: 3 clusters Score -6117045 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6117062 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6117078 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -6117095.000000 Penalty: 5405.223633
	Iteration 97Q: 3 clusters Score -6117095 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6117129.000000 Penalty: 5405.223633
	Iteration 98Q: 3 clusters Score -6117129 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -6117152.000000 Penalty: 5405.223633
	Iteration 99Q: 3 clusters Score -6117152 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -6117160.000000 Penalty: 5405.223633
	Iteration 100F: 3 clusters Score -6117160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -6117210.000000 Penalty: 5405.223633
	Iteration 101Q: 3 clusters Score -6117210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6117230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -6117242.500000 Penalty: 5405.223633
	Iteration 103Q: 3 clusters Score -6117242 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6117274.000000 Penalty: 5405.223633
	Iteration 104Q: 3 clusters Score -6117274 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -6117282.500000 Penalty: 5405.223633
	Iteration 105Q: 3 clusters Score -6117282 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -6117283.000000 Penalty: 5405.223633
	Iteration 106Q: 3 clusters Score -6117283 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -6117292.500000 Penalty: 5405.223633
	Iteration 107Q: 3 clusters Score -6117292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -6117296.000000 Penalty: 5405.223633
	Iteration 108Q: 3 clusters Score -6117296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -6117329.500000 Penalty: 5405.223633
	Iteration 109Q: 3 clusters Score -6117330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6117330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -6117348.000000 Penalty: 5405.223633
	Iteration 111Q: 3 clusters Score -6117348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -6117358.000000 Penalty: 5405.223633
	Iteration 112Q: 3 clusters Score -6117358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -6117377.000000 Penalty: 5405.223633
	Iteration 113Q: 3 clusters Score -6117377 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -6117393.500000 Penalty: 5405.223633
	Iteration 114Q: 3 clusters Score -6117394 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -6117422.500000 Penalty: 5405.223633
	Iteration 115Q: 3 clusters Score -6117422 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -6117463.000000 Penalty: 5405.223633
	Iteration 116Q: 3 clusters Score -6117463 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -6117485.000000 Penalty: 5405.223633
	Iteration 117Q: 3 clusters Score -6117485 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -6117493.500000 Penalty: 5405.223633
	Iteration 118Q: 3 clusters Score -6117494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -6117512.000000 Penalty: 5405.223633
	Iteration 119Q: 3 clusters Score -6117512 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -6117545.000000 Penalty: 5405.223633
	Iteration 120F: 3 clusters Score -6117545 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -6117560.500000 Penalty: 5405.223633
	Iteration 121Q: 3 clusters Score -6117560 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -6117594.500000 Penalty: 5405.223633
	Iteration 122Q: 3 clusters Score -6117594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -6117606.500000 Penalty: 5405.223633
	Iteration 123Q: 3 clusters Score -6117606 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -6117632.500000 Penalty: 5405.223633
	Iteration 124Q: 3 clusters Score -6117632 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -6117650.500000 Penalty: 5405.223633
	Iteration 125Q: 3 clusters Score -6117650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -6117685.000000 Penalty: 5405.223633
	Iteration 126Q: 3 clusters Score -6117685 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6117715.000000 Penalty: 5405.223633
	Iteration 127Q: 3 clusters Score -6117715 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -6117735.000000 Penalty: 5405.223633
	Iteration 128Q: 3 clusters Score -6117735 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -6117730.000000 Penalty: 5405.223633
	Iteration 129Q: 3 clusters Score -6117730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -6117775.000000 Penalty: 5405.223633
	Iteration 130Q: 3 clusters Score -6117775 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -6117784.000000 Penalty: 5405.223633
	Iteration 131Q: 3 clusters Score -6117784 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -6117781.500000 Penalty: 5405.223633
	Iteration 132Q: 3 clusters Score -6117782 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -6117798.500000 Penalty: 5405.223633
	Iteration 133Q: 3 clusters Score -6117798 nChanged 118
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Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -6117811.500000 Penalty: 5405.223633
	Iteration 134Q: 3 clusters Score -6117812 nChanged 105
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Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6117804 nChanged 113
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9246 members 
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Mstep: Class 1 contains 45029 members 
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	Iteration 179Q: 3 clusters Score -6118392 nChanged 68
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	Iteration 180F: 3 clusters Score -6118417 nChanged 70
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	Iteration 182Q: 3 clusters Score -6118442 nChanged 80
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	Iteration 183Q: 3 clusters Score -6118448 nChanged 68
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	Iteration 184Q: 3 clusters Score -6118457 nChanged 63
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	Iteration 185Q: 3 clusters Score -6118452 nChanged 70
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	Iteration 186Q: 3 clusters Score -6118464 nChanged 61
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	Iteration 198Q: 3 clusters Score -6118589 nChanged 79
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	Iteration 220F: 3 clusters Score -6118854 nChanged 86
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	Iteration 223Q: 3 clusters Score -6118922 nChanged 94
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	Iteration 225Q: 3 clusters Score -6118938 nChanged 94
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	Iteration 228Q: 3 clusters Score -6119030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6119049.000000 Penalty: 5405.223633
	Iteration 229Q: 3 clusters Score -6119049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6119108.000000 Penalty: 5405.223633
	Iteration 230Q: 3 clusters Score -6119108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6119157.500000 Penalty: 5405.223633
	Iteration 231Q: 3 clusters Score -6119158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6119193.000000 Penalty: 5405.223633
	Iteration 232Q: 3 clusters Score -6119193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6119213.500000 Penalty: 5405.223633
	Iteration 233Q: 3 clusters Score -6119214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6119252.500000 Penalty: 5405.223633
	Iteration 234Q: 3 clusters Score -6119252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6119293.500000 Penalty: 5405.223633
	Iteration 235Q: 3 clusters Score -6119294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6119331.000000 Penalty: 5405.223633
	Iteration 236Q: 3 clusters Score -6119331 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6119366.500000 Penalty: 5405.223633
	Iteration 237Q: 3 clusters Score -6119366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6119397.000000 Penalty: 5405.223633
	Iteration 238Q: 3 clusters Score -6119397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6119441.000000 Penalty: 5405.223633
	Iteration 239Q: 3 clusters Score -6119441 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6119473.500000 Penalty: 5405.223633
	Iteration 240F: 3 clusters Score -6119474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6119513.000000 Penalty: 5405.223633
	Iteration 241Q: 3 clusters Score -6119513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6119547.000000 Penalty: 5405.223633
	Iteration 242Q: 3 clusters Score -6119547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6119565.000000 Penalty: 5405.223633
	Iteration 243Q: 3 clusters Score -6119565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6119593.500000 Penalty: 5405.223633
	Iteration 244Q: 3 clusters Score -6119594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6119625.000000 Penalty: 5405.223633
	Iteration 245Q: 3 clusters Score -6119625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6119645.000000 Penalty: 5405.223633
	Iteration 246Q: 3 clusters Score -6119645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6119655.500000 Penalty: 5405.223633
	Iteration 247Q: 3 clusters Score -6119656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6119665.000000 Penalty: 5405.223633
	Iteration 248Q: 3 clusters Score -6119665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6119672.500000 Penalty: 5405.223633
	Iteration 249Q: 3 clusters Score -6119672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6119685.000000 Penalty: 5405.223633
	Iteration 250Q: 3 clusters Score -6119685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6119700.500000 Penalty: 5405.223633
	Iteration 251Q: 3 clusters Score -6119700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6119706.500000 Penalty: 5405.223633
	Iteration 252Q: 3 clusters Score -6119706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6119716.500000 Penalty: 5405.223633
	Iteration 253Q: 3 clusters Score -6119716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6119729.000000 Penalty: 5405.223633
	Iteration 254Q: 3 clusters Score -6119729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6119744.500000 Penalty: 5405.223633
	Iteration 255Q: 3 clusters Score -6119744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6119756.500000 Penalty: 5405.223633
	Iteration 256Q: 3 clusters Score -6119756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6119777.000000 Penalty: 5405.223633
	Iteration 257Q: 3 clusters Score -6119777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6119780.500000 Penalty: 5405.223633
	Iteration 258Q: 3 clusters Score -6119780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6119791.000000 Penalty: 5405.223633
	Iteration 259Q: 3 clusters Score -6119791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6119793.000000 Penalty: 5405.223633
	Iteration 260F: 3 clusters Score -6119793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6119786.500000 Penalty: 5405.223633
	Iteration 261Q: 3 clusters Score -6119786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6119795.000000 Penalty: 5405.223633
	Iteration 262Q: 3 clusters Score -6119795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6119803.500000 Penalty: 5405.223633
	Iteration 263Q: 3 clusters Score -6119804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6119803.000000 Penalty: 5405.223633
	Iteration 264Q: 3 clusters Score -6119803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6119812.500000 Penalty: 5405.223633
	Iteration 265Q: 3 clusters Score -6119812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6119826.500000 Penalty: 5405.223633
	Iteration 266Q: 3 clusters Score -6119826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6119834.500000 Penalty: 5405.223633
	Iteration 267Q: 3 clusters Score -6119834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6119833.000000 Penalty: 5405.223633
	Iteration 268Q: 3 clusters Score -6119833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6119830.500000 Penalty: 5405.223633
	Iteration 269Q: 3 clusters Score -6119830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6119839.000000 Penalty: 5405.223633
	Iteration 270Q: 3 clusters Score -6119839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6119839.500000 Penalty: 5405.223633
	Iteration 271Q: 3 clusters Score -6119840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6119841.500000 Penalty: 5405.223633
	Iteration 272Q: 3 clusters Score -6119842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6119850.500000 Penalty: 5405.223633
	Iteration 273Q: 3 clusters Score -6119850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6119850.500000 Penalty: 5405.223633
	Iteration 274Q: 3 clusters Score -6119850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6119844.500000 Penalty: 5405.223633
	Iteration 275Q: 3 clusters Score -6119844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6119843.500000 Penalty: 5405.223633
	Iteration 276Q: 3 clusters Score -6119844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6119849.000000 Penalty: 5405.223633
	Iteration 277Q: 3 clusters Score -6119849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6119850.500000 Penalty: 5405.223633
	Iteration 278Q: 3 clusters Score -6119850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6119850.500000 Penalty: 5405.223633
	Iteration 279Q: 3 clusters Score -6119850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6119850.500000 Penalty: 5405.223633
	Iteration 280F: 3 clusters Score -6119850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6119854.000000 Penalty: 5405.223633
	Iteration 281Q: 3 clusters Score -6119854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6119848.000000 Penalty: 5405.223633
	Iteration 282Q: 3 clusters Score -6119848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6119845.000000 Penalty: 5405.223633
	Iteration 283Q: 3 clusters Score -6119845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6119850.000000 Penalty: 5405.223633
	Iteration 284Q: 3 clusters Score -6119850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6119855.000000 Penalty: 5405.223633
	Iteration 285Q: 3 clusters Score -6119855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6119853.000000 Penalty: 5405.223633
	Iteration 286Q: 3 clusters Score -6119853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6119853.000000 Penalty: 5405.223633
	Iteration 287F: 3 clusters Score -6119853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -105672.210938 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -105672.2 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 518 members 
Entering Unmasked Estep 
Score: -103710.031250 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -103710 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -103992.437500 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -103992.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104083.109375 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -104083.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104128.851562 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -104128.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104153.867188 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -104153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104166.265625 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -104166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104175.445312 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -104175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104180.406250 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -104180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104180.406250 Penalty: 3438.010010
	Iteration 8F: 3 clusters Score -104180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Entering Unmasked Estep 
Score: -1995034.000000 Penalty: 2425.135986
	Iteration 0F: 2 clusters Score -1995034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1982489.875000 Penalty: 4850.271973
	Iteration 0F: 3 clusters Score -1982490 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1986715.000000 Penalty: 4850.271973
	Iteration 1F: 3 clusters Score -1986715 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1987468.750000 Penalty: 4850.271973
	Iteration 2F: 3 clusters Score -1987469 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1988237.500000 Penalty: 4850.271973
	Iteration 3F: 3 clusters Score -1988238 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1988938.250000 Penalty: 4850.271973
	Iteration 4F: 3 clusters Score -1988938 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1989548.375000 Penalty: 4850.271973
	Iteration 5F: 3 clusters Score -1989548 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1990074.875000 Penalty: 4850.271973
	Iteration 6F: 3 clusters Score -1990075 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1990562.250000 Penalty: 4850.271973
	Iteration 7Q: 3 clusters Score -1990562 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1990956.875000 Penalty: 4850.271973
	Iteration 8Q: 3 clusters Score -1990957 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1991254.500000 Penalty: 4850.271973
	Iteration 9Q: 3 clusters Score -1991254 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1991498.375000 Penalty: 4850.271973
	Iteration 10Q: 3 clusters Score -1991498 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1991678.125000 Penalty: 4850.271973
	Iteration 11Q: 3 clusters Score -1991678 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1991823.875000 Penalty: 4850.271973
	Iteration 12Q: 3 clusters Score -1991824 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1991942.875000 Penalty: 4850.271973
	Iteration 13Q: 3 clusters Score -1991943 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1992029.500000 Penalty: 4850.271973
	Iteration 14Q: 3 clusters Score -1992030 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1992110.375000 Penalty: 4850.271973
	Iteration 15Q: 3 clusters Score -1992110 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1992216.250000 Penalty: 4850.271973
	Iteration 16Q: 3 clusters Score -1992216 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1992338.375000 Penalty: 4850.271973
	Iteration 17Q: 3 clusters Score -1992338 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1992482.750000 Penalty: 4850.271973
	Iteration 18Q: 3 clusters Score -1992483 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1992638.625000 Penalty: 4850.271973
	Iteration 19Q: 3 clusters Score -1992639 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1992822.625000 Penalty: 4850.271973
	Iteration 20F: 3 clusters Score -1992823 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1992977.250000 Penalty: 4850.271973
	Iteration 21Q: 3 clusters Score -1992977 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1993087.625000 Penalty: 4850.271973
	Iteration 22Q: 3 clusters Score -1993088 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1993180.750000 Penalty: 4850.271973
	Iteration 23Q: 3 clusters Score -1993181 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1993243.875000 Penalty: 4850.271973
	Iteration 24Q: 3 clusters Score -1993244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1993287.375000 Penalty: 4850.271973
	Iteration 25Q: 3 clusters Score -1993287 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1993338.250000 Penalty: 4850.271973
	Iteration 26Q: 3 clusters Score -1993338 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1993386.750000 Penalty: 4850.271973
	Iteration 27Q: 3 clusters Score -1993387 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1993418.875000 Penalty: 4850.271973
	Iteration 28Q: 3 clusters Score -1993419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1993444.625000 Penalty: 4850.271973
	Iteration 29Q: 3 clusters Score -1993445 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1993471.000000 Penalty: 4850.271973
	Iteration 30Q: 3 clusters Score -1993471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1993491.250000 Penalty: 4850.271973
	Iteration 31Q: 3 clusters Score -1993491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1993510.125000 Penalty: 4850.271973
	Iteration 32Q: 3 clusters Score -1993510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1993526.250000 Penalty: 4850.271973
	Iteration 33Q: 3 clusters Score -1993526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1993540.625000 Penalty: 4850.271973
	Iteration 34Q: 3 clusters Score -1993541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1993552.875000 Penalty: 4850.271973
	Iteration 35Q: 3 clusters Score -1993553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1993568.375000 Penalty: 4850.271973
	Iteration 36Q: 3 clusters Score -1993568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1993573.875000 Penalty: 4850.271973
	Iteration 37Q: 3 clusters Score -1993574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1993587.625000 Penalty: 4850.271973
	Iteration 38Q: 3 clusters Score -1993588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1993591.125000 Penalty: 4850.271973
	Iteration 39Q: 3 clusters Score -1993591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1993607.125000 Penalty: 4850.271973
	Iteration 40F: 3 clusters Score -1993607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1993621.000000 Penalty: 4850.271973
	Iteration 41Q: 3 clusters Score -1993621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1993629.250000 Penalty: 4850.271973
	Iteration 42Q: 3 clusters Score -1993629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1993635.875000 Penalty: 4850.271973
	Iteration 43Q: 3 clusters Score -1993636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1993645.125000 Penalty: 4850.271973
	Iteration 44Q: 3 clusters Score -1993645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1993649.250000 Penalty: 4850.271973
	Iteration 45Q: 3 clusters Score -1993649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1993654.000000 Penalty: 4850.271973
	Iteration 46Q: 3 clusters Score -1993654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1993659.750000 Penalty: 4850.271973
	Iteration 47Q: 3 clusters Score -1993660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1993661.000000 Penalty: 4850.271973
	Iteration 48Q: 3 clusters Score -1993661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1993659.500000 Penalty: 4850.271973
	Iteration 49Q: 3 clusters Score -1993660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1993659.500000 Penalty: 4850.271973
	Iteration 50Q: 3 clusters Score -1993660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1993666.000000 Penalty: 4850.271973
	Iteration 51Q: 3 clusters Score -1993666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1993672.250000 Penalty: 4850.271973
	Iteration 52Q: 3 clusters Score -1993672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1993678.500000 Penalty: 4850.271973
	Iteration 53Q: 3 clusters Score -1993678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1993683.625000 Penalty: 4850.271973
	Iteration 54Q: 3 clusters Score -1993684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1993688.125000 Penalty: 4850.271973
	Iteration 55Q: 3 clusters Score -1993688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1993692.000000 Penalty: 4850.271973
	Iteration 56Q: 3 clusters Score -1993692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1993697.250000 Penalty: 4850.271973
	Iteration 57Q: 3 clusters Score -1993697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1993700.375000 Penalty: 4850.271973
	Iteration 58Q: 3 clusters Score -1993700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1993701.750000 Penalty: 4850.271973
	Iteration 59Q: 3 clusters Score -1993702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1993706.500000 Penalty: 4850.271973
	Iteration 60F: 3 clusters Score -1993706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1993710.500000 Penalty: 4850.271973
	Iteration 61Q: 3 clusters Score -1993710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1993711.375000 Penalty: 4850.271973
	Iteration 62Q: 3 clusters Score -1993711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1993710.500000 Penalty: 4850.271973
	Iteration 63Q: 3 clusters Score -1993710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1993712.125000 Penalty: 4850.271973
	Iteration 64Q: 3 clusters Score -1993712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1993717.625000 Penalty: 4850.271973
	Iteration 65Q: 3 clusters Score -1993718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1993717.250000 Penalty: 4850.271973
	Iteration 66Q: 3 clusters Score -1993717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1993720.375000 Penalty: 4850.271973
	Iteration 67Q: 3 clusters Score -1993720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1993723.125000 Penalty: 4850.271973
	Iteration 68Q: 3 clusters Score -1993723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1993724.375000 Penalty: 4850.271973
	Iteration 69Q: 3 clusters Score -1993724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1993729.500000 Penalty: 4850.271973
	Iteration 70Q: 3 clusters Score -1993730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1993729.875000 Penalty: 4850.271973
	Iteration 71Q: 3 clusters Score -1993730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1993730.500000 Penalty: 4850.271973
	Iteration 72Q: 3 clusters Score -1993730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1993732.125000 Penalty: 4850.271973
	Iteration 73Q: 3 clusters Score -1993732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1993732.625000 Penalty: 4850.271973
	Iteration 74Q: 3 clusters Score -1993733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1993732.875000 Penalty: 4850.271973
	Iteration 75Q: 3 clusters Score -1993733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1993731.750000 Penalty: 4850.271973
	Iteration 76Q: 3 clusters Score -1993732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1993732.625000 Penalty: 4850.271973
	Iteration 77Q: 3 clusters Score -1993733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1993732.625000 Penalty: 4850.271973
	Iteration 78F: 3 clusters Score -1993733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -192171.265625 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -192171.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -189679.015625 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -189679 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -190108.515625 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -190108.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190312.546875 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -190312.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190523.046875 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -190523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -190770.906250 Penalty: 3707.768311
	Iteration 4F: 3 clusters Score -190770.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -190940.078125 Penalty: 3707.768311
	Iteration 5F: 3 clusters Score -190940.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -191059.703125 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -191059.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -191151.265625 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -191151.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -191203.515625 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -191203.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -191248.531250 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -191248.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -191283.531250 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -191283.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -191317.125000 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -191317.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -191343.578125 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -191343.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -191362.109375 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -191362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -191373.687500 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -191373.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -191379.484375 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -191379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -191382.781250 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -191382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -191384.296875 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -191384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -191387.593750 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -191387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -191388.578125 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -191388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -191389.265625 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -191389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Entering Unmasked Estep 
Score: -1780790.750000 Penalty: 2407.271973
	Iteration 0F: 2 clusters Score -1780791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1769003.750000 Penalty: 4814.543945
	Iteration 0F: 3 clusters Score -1769004 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1772735.125000 Penalty: 4814.543945
	Iteration 1F: 3 clusters Score -1772735 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1773094.250000 Penalty: 4814.543945
	Iteration 2F: 3 clusters Score -1773094 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1773377.125000 Penalty: 4814.543945
	Iteration 3Q: 3 clusters Score -1773377 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1773613.875000 Penalty: 4814.543945
	Iteration 4Q: 3 clusters Score -1773614 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1773836.375000 Penalty: 4814.543945
	Iteration 5Q: 3 clusters Score -1773836 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1774050.125000 Penalty: 4814.543945
	Iteration 6Q: 3 clusters Score -1774050 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1774269.125000 Penalty: 4814.543945
	Iteration 7Q: 3 clusters Score -1774269 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1774529.625000 Penalty: 4814.543945
	Iteration 8Q: 3 clusters Score -1774530 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1774877.625000 Penalty: 4814.543945
	Iteration 9Q: 3 clusters Score -1774878 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1775348.625000 Penalty: 4814.543945
	Iteration 10Q: 3 clusters Score -1775349 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1775985.000000 Penalty: 4814.543945
	Iteration 11F: 3 clusters Score -1775985 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1776670.750000 Penalty: 4814.543945
	Iteration 12F: 3 clusters Score -1776671 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1777268.375000 Penalty: 4814.543945
	Iteration 13F: 3 clusters Score -1777268 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1777769.750000 Penalty: 4814.543945
	Iteration 14Q: 3 clusters Score -1777770 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1778128.125000 Penalty: 4814.543945
	Iteration 15Q: 3 clusters Score -1778128 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1778425.625000 Penalty: 4814.543945
	Iteration 16Q: 3 clusters Score -1778426 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1778685.375000 Penalty: 4814.543945
	Iteration 17Q: 3 clusters Score -1778685 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1778839.500000 Penalty: 4814.543945
	Iteration 18Q: 3 clusters Score -1778840 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1778957.625000 Penalty: 4814.543945
	Iteration 19Q: 3 clusters Score -1778958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1779043.875000 Penalty: 4814.543945
	Iteration 20F: 3 clusters Score -1779044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1779083.375000 Penalty: 4814.543945
	Iteration 21Q: 3 clusters Score -1779083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1779102.375000 Penalty: 4814.543945
	Iteration 22Q: 3 clusters Score -1779102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1779107.250000 Penalty: 4814.543945
	Iteration 23Q: 3 clusters Score -1779107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1779115.250000 Penalty: 4814.543945
	Iteration 24Q: 3 clusters Score -1779115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1779124.875000 Penalty: 4814.543945
	Iteration 25Q: 3 clusters Score -1779125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1779124.000000 Penalty: 4814.543945
	Iteration 26Q: 3 clusters Score -1779124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1779127.500000 Penalty: 4814.543945
	Iteration 27Q: 3 clusters Score -1779128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1779134.125000 Penalty: 4814.543945
	Iteration 28Q: 3 clusters Score -1779134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1779135.250000 Penalty: 4814.543945
	Iteration 29Q: 3 clusters Score -1779135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1779135.750000 Penalty: 4814.543945
	Iteration 30Q: 3 clusters Score -1779136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1779137.875000 Penalty: 4814.543945
	Iteration 31Q: 3 clusters Score -1779138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1779136.375000 Penalty: 4814.543945
	Iteration 32Q: 3 clusters Score -1779136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1779136.000000 Penalty: 4814.543945
	Iteration 33Q: 3 clusters Score -1779136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1779135.250000 Penalty: 4814.543945
	Iteration 34Q: 3 clusters Score -1779135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1779137.125000 Penalty: 4814.543945
	Iteration 35Q: 3 clusters Score -1779137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1779137.125000 Penalty: 4814.543945
	Iteration 36F: 3 clusters Score -1779137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1063150.500000 Penalty: 2268.898438
	Iteration 0F: 2 clusters Score -1063150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1055997.625000 Penalty: 4537.796875
	Iteration 0F: 3 clusters Score -1055998 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1057992.125000 Penalty: 4537.796875
	Iteration 1F: 3 clusters Score -1057992 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1058300.375000 Penalty: 4537.796875
	Iteration 2F: 3 clusters Score -1058300 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1058531.375000 Penalty: 4537.796875
	Iteration 3F: 3 clusters Score -1058531 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1058712.500000 Penalty: 4537.796875
	Iteration 4Q: 3 clusters Score -1058712 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1058883.625000 Penalty: 4537.796875
	Iteration 5Q: 3 clusters Score -1058884 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1059048.250000 Penalty: 4537.796875
	Iteration 6Q: 3 clusters Score -1059048 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1059219.000000 Penalty: 4537.796875
	Iteration 7Q: 3 clusters Score -1059219 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1059423.125000 Penalty: 4537.796875
	Iteration 8Q: 3 clusters Score -1059423 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1059656.250000 Penalty: 4537.796875
	Iteration 9Q: 3 clusters Score -1059656 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1059917.500000 Penalty: 4537.796875
	Iteration 10Q: 3 clusters Score -1059918 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1060210.000000 Penalty: 4537.796875
	Iteration 11Q: 3 clusters Score -1060210 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1060531.125000 Penalty: 4537.796875
	Iteration 12Q: 3 clusters Score -1060531 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1060798.875000 Penalty: 4537.796875
	Iteration 13Q: 3 clusters Score -1060799 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1061032.500000 Penalty: 4537.796875
	Iteration 14Q: 3 clusters Score -1061032 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1061221.250000 Penalty: 4537.796875
	Iteration 15Q: 3 clusters Score -1061221 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1061367.500000 Penalty: 4537.796875
	Iteration 16Q: 3 clusters Score -1061368 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1061487.250000 Penalty: 4537.796875
	Iteration 17Q: 3 clusters Score -1061487 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1061559.875000 Penalty: 4537.796875
	Iteration 18Q: 3 clusters Score -1061560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1061610.750000 Penalty: 4537.796875
	Iteration 19Q: 3 clusters Score -1061611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1061636.250000 Penalty: 4537.796875
	Iteration 20F: 3 clusters Score -1061636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1061662.750000 Penalty: 4537.796875
	Iteration 21Q: 3 clusters Score -1061663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1061687.625000 Penalty: 4537.796875
	Iteration 22Q: 3 clusters Score -1061688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1061705.000000 Penalty: 4537.796875
	Iteration 23Q: 3 clusters Score -1061705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1061719.875000 Penalty: 4537.796875
	Iteration 24Q: 3 clusters Score -1061720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1061734.875000 Penalty: 4537.796875
	Iteration 25Q: 3 clusters Score -1061735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1061747.250000 Penalty: 4537.796875
	Iteration 26Q: 3 clusters Score -1061747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1061753.250000 Penalty: 4537.796875
	Iteration 27Q: 3 clusters Score -1061753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1061759.375000 Penalty: 4537.796875
	Iteration 28Q: 3 clusters Score -1061759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1061767.500000 Penalty: 4537.796875
	Iteration 29Q: 3 clusters Score -1061768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1061771.000000 Penalty: 4537.796875
	Iteration 30Q: 3 clusters Score -1061771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1061772.250000 Penalty: 4537.796875
	Iteration 31Q: 3 clusters Score -1061772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1061774.625000 Penalty: 4537.796875
	Iteration 32Q: 3 clusters Score -1061775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1061773.500000 Penalty: 4537.796875
	Iteration 33Q: 3 clusters Score -1061774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1061773.500000 Penalty: 4537.796875
	Iteration 34F: 3 clusters Score -1061774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Entering Unmasked Estep 
Score: -4290184.500000 Penalty: 2613.509277
	Iteration 0F: 2 clusters Score -4290184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4264444.000000 Penalty: 5227.018555
	Iteration 0F: 3 clusters Score -4264444 nChanged 17383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4274040.500000 Penalty: 5227.018555
	Iteration 1F: 3 clusters Score -4274040 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4274659.500000 Penalty: 5227.018555
	Iteration 2Q: 3 clusters Score -4274660 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4275306.000000 Penalty: 5227.018555
	Iteration 3Q: 3 clusters Score -4275306 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4276122.000000 Penalty: 5227.018555
	Iteration 4Q: 3 clusters Score -4276122 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4277078.000000 Penalty: 5227.018555
	Iteration 5F: 3 clusters Score -4277078 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4278153.500000 Penalty: 5227.018555
	Iteration 6F: 3 clusters Score -4278154 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -4279200.000000 Penalty: 5227.018555
	Iteration 7F: 3 clusters Score -4279200 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4280186.000000 Penalty: 5227.018555
	Iteration 8F: 3 clusters Score -4280186 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4281049.500000 Penalty: 5227.018555
	Iteration 9Q: 3 clusters Score -4281050 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4281895.500000 Penalty: 5227.018555
	Iteration 10Q: 3 clusters Score -4281896 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4282753.000000 Penalty: 5227.018555
	Iteration 11Q: 3 clusters Score -4282753 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -4283536.000000 Penalty: 5227.018555
	Iteration 12Q: 3 clusters Score -4283536 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4284157.000000 Penalty: 5227.018555
	Iteration 13Q: 3 clusters Score -4284157 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -4284615.500000 Penalty: 5227.018555
	Iteration 14Q: 3 clusters Score -4284616 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4284969.500000 Penalty: 5227.018555
	Iteration 15Q: 3 clusters Score -4284970 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -4285266.500000 Penalty: 5227.018555
	Iteration 16Q: 3 clusters Score -4285266 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4285488.500000 Penalty: 5227.018555
	Iteration 17Q: 3 clusters Score -4285488 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -4285694.500000 Penalty: 5227.018555
	Iteration 18Q: 3 clusters Score -4285694 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4285893.500000 Penalty: 5227.018555
	Iteration 19Q: 3 clusters Score -4285894 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -4286107.000000 Penalty: 5227.018555
	Iteration 20F: 3 clusters Score -4286107 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4286318.500000 Penalty: 5227.018555
	Iteration 21Q: 3 clusters Score -4286318 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4286542.000000 Penalty: 5227.018555
	Iteration 22Q: 3 clusters Score -4286542 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4286728.000000 Penalty: 5227.018555
	Iteration 23Q: 3 clusters Score -4286728 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4286891.500000 Penalty: 5227.018555
	Iteration 24Q: 3 clusters Score -4286892 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4287022.000000 Penalty: 5227.018555
	Iteration 25Q: 3 clusters Score -4287022 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4287148.000000 Penalty: 5227.018555
	Iteration 26Q: 3 clusters Score -4287148 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4287271.000000 Penalty: 5227.018555
	Iteration 27Q: 3 clusters Score -4287271 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4287355.000000 Penalty: 5227.018555
	Iteration 28Q: 3 clusters Score -4287355 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4287463.000000 Penalty: 5227.018555
	Iteration 29Q: 3 clusters Score -4287463 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4287589.000000 Penalty: 5227.018555
	Iteration 30Q: 3 clusters Score -4287589 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4287656.000000 Penalty: 5227.018555
	Iteration 31Q: 3 clusters Score -4287656 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -4287719.500000 Penalty: 5227.018555
	Iteration 32Q: 3 clusters Score -4287720 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4287803.000000 Penalty: 5227.018555
	Iteration 33Q: 3 clusters Score -4287803 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4287859.500000 Penalty: 5227.018555
	Iteration 34Q: 3 clusters Score -4287860 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4287931.000000 Penalty: 5227.018555
	Iteration 35Q: 3 clusters Score -4287931 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4287985.000000 Penalty: 5227.018555
	Iteration 36Q: 3 clusters Score -4287985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -4288016.000000 Penalty: 5227.018555
	Iteration 37Q: 3 clusters Score -4288016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4288053.000000 Penalty: 5227.018555
	Iteration 38Q: 3 clusters Score -4288053 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4288083.500000 Penalty: 5227.018555
	Iteration 39Q: 3 clusters Score -4288084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4288120.000000 Penalty: 5227.018555
	Iteration 40F: 3 clusters Score -4288120 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4288151.500000 Penalty: 5227.018555
	Iteration 41Q: 3 clusters Score -4288152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4288163.000000 Penalty: 5227.018555
	Iteration 42Q: 3 clusters Score -4288163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4288179.000000 Penalty: 5227.018555
	Iteration 43Q: 3 clusters Score -4288179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -4288190.500000 Penalty: 5227.018555
	Iteration 44Q: 3 clusters Score -4288190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4288215.000000 Penalty: 5227.018555
	Iteration 45Q: 3 clusters Score -4288215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4288228.500000 Penalty: 5227.018555
	Iteration 46Q: 3 clusters Score -4288228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4288238.500000 Penalty: 5227.018555
	Iteration 47Q: 3 clusters Score -4288238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4288256.500000 Penalty: 5227.018555
	Iteration 48Q: 3 clusters Score -4288256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4288266.500000 Penalty: 5227.018555
	Iteration 49Q: 3 clusters Score -4288266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4288278.500000 Penalty: 5227.018555
	Iteration 50Q: 3 clusters Score -4288278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -4288295.000000 Penalty: 5227.018555
	Iteration 51Q: 3 clusters Score -4288295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4288317.000000 Penalty: 5227.018555
	Iteration 52Q: 3 clusters Score -4288317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4288317.000000 Penalty: 5227.018555
	Iteration 53Q: 3 clusters Score -4288317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4288320.500000 Penalty: 5227.018555
	Iteration 54Q: 3 clusters Score -4288320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4288318.500000 Penalty: 5227.018555
	Iteration 55Q: 3 clusters Score -4288318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4288318.000000 Penalty: 5227.018555
	Iteration 56Q: 3 clusters Score -4288318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4288329.000000 Penalty: 5227.018555
	Iteration 57Q: 3 clusters Score -4288329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4288326.000000 Penalty: 5227.018555
	Iteration 58Q: 3 clusters Score -4288326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4288332.500000 Penalty: 5227.018555
	Iteration 59Q: 3 clusters Score -4288332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -4288336.000000 Penalty: 5227.018555
	Iteration 60F: 3 clusters Score -4288336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4288340.000000 Penalty: 5227.018555
	Iteration 61Q: 3 clusters Score -4288340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4288352.500000 Penalty: 5227.018555
	Iteration 62Q: 3 clusters Score -4288352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4288352.000000 Penalty: 5227.018555
	Iteration 63Q: 3 clusters Score -4288352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4288351.500000 Penalty: 5227.018555
	Iteration 64Q: 3 clusters Score -4288352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4288353.000000 Penalty: 5227.018555
	Iteration 65Q: 3 clusters Score -4288353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4288352.000000 Penalty: 5227.018555
	Iteration 66Q: 3 clusters Score -4288352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4288352.000000 Penalty: 5227.018555
	Iteration 67F: 3 clusters Score -4288352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Entering Unmasked Estep 
Score: -4318712.000000 Penalty: 2619.874268
	Iteration 0F: 2 clusters Score -4318712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4292461.000000 Penalty: 5239.748535
	Iteration 0F: 3 clusters Score -4292461 nChanged 17517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4301912.000000 Penalty: 5239.748535
	Iteration 1F: 3 clusters Score -4301912 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4302392.500000 Penalty: 5239.748535
	Iteration 2Q: 3 clusters Score -4302392 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4302866.000000 Penalty: 5239.748535
	Iteration 3Q: 3 clusters Score -4302866 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4303491.500000 Penalty: 5239.748535
	Iteration 4Q: 3 clusters Score -4303492 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4304448.500000 Penalty: 5239.748535
	Iteration 5Q: 3 clusters Score -4304448 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4305931.000000 Penalty: 5239.748535
	Iteration 6F: 3 clusters Score -4305931 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4308315.500000 Penalty: 5239.748535
	Iteration 7F: 3 clusters Score -4308316 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4311174.500000 Penalty: 5239.748535
	Iteration 8F: 3 clusters Score -4311174 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4313826.000000 Penalty: 5239.748535
	Iteration 9F: 3 clusters Score -4313826 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4315291.000000 Penalty: 5239.748535
	Iteration 10Q: 3 clusters Score -4315291 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -4315939.000000 Penalty: 5239.748535
	Iteration 11Q: 3 clusters Score -4315939 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4316197.500000 Penalty: 5239.748535
	Iteration 12Q: 3 clusters Score -4316198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4316295.000000 Penalty: 5239.748535
	Iteration 13Q: 3 clusters Score -4316295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4316351.000000 Penalty: 5239.748535
	Iteration 14Q: 3 clusters Score -4316351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -4316404.000000 Penalty: 5239.748535
	Iteration 15Q: 3 clusters Score -4316404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4316443.500000 Penalty: 5239.748535
	Iteration 16Q: 3 clusters Score -4316444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -4316447.000000 Penalty: 5239.748535
	Iteration 17Q: 3 clusters Score -4316447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4316459.500000 Penalty: 5239.748535
	Iteration 18Q: 3 clusters Score -4316460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4316473.000000 Penalty: 5239.748535
	Iteration 19Q: 3 clusters Score -4316473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4316481.500000 Penalty: 5239.748535
	Iteration 20F: 3 clusters Score -4316482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -4316489.000000 Penalty: 5239.748535
	Iteration 21Q: 3 clusters Score -4316489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4316494.500000 Penalty: 5239.748535
	Iteration 22Q: 3 clusters Score -4316494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4316500.000000 Penalty: 5239.748535
	Iteration 23Q: 3 clusters Score -4316500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -4316506.500000 Penalty: 5239.748535
	Iteration 24Q: 3 clusters Score -4316506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -4316514.500000 Penalty: 5239.748535
	Iteration 25Q: 3 clusters Score -4316514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4316519.000000 Penalty: 5239.748535
	Iteration 26Q: 3 clusters Score -4316519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4316520.000000 Penalty: 5239.748535
	Iteration 27Q: 3 clusters Score -4316520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4316521.000000 Penalty: 5239.748535
	Iteration 28Q: 3 clusters Score -4316521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4316521.000000 Penalty: 5239.748535
	Iteration 29F: 3 clusters Score -4316521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -44864.148438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -44864.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43412.800781 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -43412.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43613.027344 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -43613.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43673.167969 Penalty: 3013.371582
	Iteration 2F: 3 clusters Score -43673.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43687.863281 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -43687.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43692.671875 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -43692.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43697.757812 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -43697.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43700.222656 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -43700.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43700.222656 Penalty: 3013.371582
	Iteration 7F: 3 clusters Score -43700.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 231239 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43292 members 
Mstep: Class 5 contains 257467 members 
Mstep: Class 6 contains 22641 members 
Mstep: Class 7 contains 17694 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 5594 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54048 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17655 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 16428 members 
Mstep: Class 19 contains 9403 members 
Mstep: Class 20 contains 37735 members 
Mstep: Class 21 contains 38716 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591096.000000 Penalty: 64059.687500
Iteration 239Q: 20 clusters Score -8.85911e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 231248 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43286 members 
Mstep: Class 5 contains 257494 members 
Mstep: Class 6 contains 22621 members 
Mstep: Class 7 contains 17686 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54045 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17656 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 9404 members 
Mstep: Class 20 contains 37733 members 
Mstep: Class 21 contains 38716 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591160.000000 Penalty: 64059.687500
Iteration 240F: 20 clusters Score -8.859116e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 231250 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43278 members 
Mstep: Class 5 contains 257528 members 
Mstep: Class 6 contains 22598 members 
Mstep: Class 7 contains 17682 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54044 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17656 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 9404 members 
Mstep: Class 20 contains 37732 members 
Mstep: Class 21 contains 38719 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591176.000000 Penalty: 64059.687500
Iteration 241Q: 20 clusters Score -8.859118e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 231270 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43266 members 
Mstep: Class 5 contains 257550 members 
Mstep: Class 6 contains 22568 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 7887 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54044 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17655 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 38723 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591040.000000 Penalty: 64059.687500
Iteration 242Q: 20 clusters Score -8.859104e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 231297 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43259 members 
Mstep: Class 5 contains 257557 members 
Mstep: Class 6 contains 22549 members 
Mstep: Class 7 contains 17667 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54044 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17654 members 
Mstep: Class 17 contains 1762 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 38723 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591048.000000 Penalty: 64059.687500
Iteration 243Q: 20 clusters Score -8.859105e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 231329 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43258 members 
Mstep: Class 5 contains 257549 members 
Mstep: Class 6 contains 22523 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 7882 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54042 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17654 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 37727 members 
Mstep: Class 21 contains 38723 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591128.000000 Penalty: 64059.687500
Iteration 244Q: 20 clusters Score -8.859113e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 231354 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43251 members 
Mstep: Class 5 contains 257565 members 
Mstep: Class 6 contains 22492 members 
Mstep: Class 7 contains 17657 members 
Mstep: Class 8 contains 7877 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54042 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17653 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 37731 members 
Mstep: Class 21 contains 38722 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591176.000000 Penalty: 64059.687500
Iteration 245Q: 20 clusters Score -8.859118e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 231379 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43247 members 
Mstep: Class 5 contains 257573 members 
Mstep: Class 6 contains 22462 members 
Mstep: Class 7 contains 17654 members 
Mstep: Class 8 contains 7871 members 
Mstep: Class 9 contains 5616 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54045 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16428 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 37734 members 
Mstep: Class 21 contains 38723 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591160.000000 Penalty: 64059.687500
Iteration 246Q: 20 clusters Score -8.859116e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 231388 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43245 members 
Mstep: Class 5 contains 257597 members 
Mstep: Class 6 contains 22433 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 7866 members 
Mstep: Class 9 contains 5622 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54048 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17650 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 37735 members 
Mstep: Class 21 contains 38726 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591072.000000 Penalty: 64059.687500
Iteration 247Q: 20 clusters Score -8.859107e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 231398 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43242 members 
Mstep: Class 5 contains 257607 members 
Mstep: Class 6 contains 22411 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 7861 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54051 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17647 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 37741 members 
Mstep: Class 21 contains 38729 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591016.000000 Penalty: 64059.687500
Iteration 248Q: 20 clusters Score -8.859102e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 231416 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43240 members 
Mstep: Class 5 contains 257617 members 
Mstep: Class 6 contains 22381 members 
Mstep: Class 7 contains 17642 members 
Mstep: Class 8 contains 7858 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54051 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16421 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 37748 members 
Mstep: Class 21 contains 38733 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88591016.000000 Penalty: 64059.687500
Iteration 249Q: 20 clusters Score -8.859102e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 231426 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43239 members 
Mstep: Class 5 contains 257621 members 
Mstep: Class 6 contains 22360 members 
Mstep: Class 7 contains 17638 members 
Mstep: Class 8 contains 7850 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54059 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17641 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 37755 members 
Mstep: Class 21 contains 38735 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590992.000000 Penalty: 64059.687500
Iteration 250Q: 20 clusters Score -8.859099e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 231450 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43231 members 
Mstep: Class 5 contains 257631 members 
Mstep: Class 6 contains 22332 members 
Mstep: Class 7 contains 17632 members 
Mstep: Class 8 contains 7846 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54060 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 37759 members 
Mstep: Class 21 contains 38737 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 251Q: 20 clusters Score -8.859084e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 231475 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43226 members 
Mstep: Class 5 contains 257632 members 
Mstep: Class 6 contains 22309 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 7839 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54065 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17640 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 37762 members 
Mstep: Class 21 contains 38738 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590904.000000 Penalty: 64059.687500
Iteration 252Q: 20 clusters Score -8.85909e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 231484 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43222 members 
Mstep: Class 5 contains 257639 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 7833 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54074 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17638 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 37766 members 
Mstep: Class 21 contains 38737 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590784.000000 Penalty: 64059.687500
Iteration 253Q: 20 clusters Score -8.859078e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 231479 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43220 members 
Mstep: Class 5 contains 257654 members 
Mstep: Class 6 contains 22275 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54084 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17634 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 37770 members 
Mstep: Class 21 contains 38736 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 254Q: 20 clusters Score -8.859084e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 231491 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43215 members 
Mstep: Class 5 contains 257653 members 
Mstep: Class 6 contains 22260 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54089 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17631 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 37773 members 
Mstep: Class 21 contains 38737 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590824.000000 Penalty: 64059.687500
Iteration 255Q: 20 clusters Score -8.859082e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 231489 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43215 members 
Mstep: Class 5 contains 257665 members 
Mstep: Class 6 contains 22247 members 
Mstep: Class 7 contains 17629 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54092 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 37771 members 
Mstep: Class 21 contains 38739 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590880.000000 Penalty: 64059.687500
Iteration 256Q: 20 clusters Score -8.859088e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 231483 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43216 members 
Mstep: Class 5 contains 257669 members 
Mstep: Class 6 contains 22237 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54094 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 37773 members 
Mstep: Class 21 contains 38740 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590824.000000 Penalty: 64059.687500
Iteration 257Q: 20 clusters Score -8.859082e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 231491 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43215 members 
Mstep: Class 5 contains 257670 members 
Mstep: Class 6 contains 22227 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7818 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54095 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16410 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 37775 members 
Mstep: Class 21 contains 38738 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 258Q: 20 clusters Score -8.859084e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 231504 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43219 members 
Mstep: Class 5 contains 257669 members 
Mstep: Class 6 contains 22214 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 7815 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54097 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 37776 members 
Mstep: Class 21 contains 38735 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 64059.687500
Iteration 259Q: 20 clusters Score -8.859085e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 231518 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43219 members 
Mstep: Class 5 contains 257673 members 
Mstep: Class 6 contains 22196 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 7813 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54100 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 37777 members 
Mstep: Class 21 contains 38736 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590800.000000 Penalty: 64059.687500
Iteration 260F: 20 clusters Score -8.85908e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 231526 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43222 members 
Mstep: Class 5 contains 257673 members 
Mstep: Class 6 contains 22180 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7813 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54100 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 37779 members 
Mstep: Class 21 contains 38735 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590784.000000 Penalty: 64059.687500
Iteration 261Q: 20 clusters Score -8.859078e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 231544 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43221 members 
Mstep: Class 5 contains 257674 members 
Mstep: Class 6 contains 22157 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 7812 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54104 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 37780 members 
Mstep: Class 21 contains 38735 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590776.000000 Penalty: 64059.687500
Iteration 262Q: 20 clusters Score -8.859078e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 231555 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43220 members 
Mstep: Class 5 contains 257683 members 
Mstep: Class 6 contains 22133 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7809 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54106 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 37780 members 
Mstep: Class 21 contains 38739 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 64059.687500
Iteration 263Q: 20 clusters Score -8.859082e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 231552 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43222 members 
Mstep: Class 5 contains 257700 members 
Mstep: Class 6 contains 22115 members 
Mstep: Class 7 contains 17632 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54107 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 37785 members 
Mstep: Class 21 contains 38737 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 264Q: 20 clusters Score -8.859084e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 231576 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43221 members 
Mstep: Class 5 contains 257704 members 
Mstep: Class 6 contains 22095 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54106 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 37785 members 
Mstep: Class 21 contains 38734 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 265Q: 20 clusters Score -8.859084e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 231592 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43221 members 
Mstep: Class 5 contains 257711 members 
Mstep: Class 6 contains 22073 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54107 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 37786 members 
Mstep: Class 21 contains 38732 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 64059.687500
Iteration 266Q: 20 clusters Score -8.859081e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 231603 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 257721 members 
Mstep: Class 6 contains 22051 members 
Mstep: Class 7 contains 17629 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54104 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 37785 members 
Mstep: Class 21 contains 38733 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 64059.687500
Iteration 267Q: 20 clusters Score -8.859083e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 231620 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 257731 members 
Mstep: Class 6 contains 22024 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 7800 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54104 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17628 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37784 members 
Mstep: Class 21 contains 38734 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590896.000000 Penalty: 64059.687500
Iteration 268Q: 20 clusters Score -8.85909e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 231633 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43227 members 
Mstep: Class 5 contains 257736 members 
Mstep: Class 6 contains 21998 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54112 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 37784 members 
Mstep: Class 21 contains 38735 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590888.000000 Penalty: 64059.687500
Iteration 269Q: 20 clusters Score -8.859089e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 231651 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43232 members 
Mstep: Class 5 contains 257736 members 
Mstep: Class 6 contains 21972 members 
Mstep: Class 7 contains 17625 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54113 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37787 members 
Mstep: Class 21 contains 38736 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 64059.687500
Iteration 270Q: 20 clusters Score -8.859086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 231663 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43235 members 
Mstep: Class 5 contains 257741 members 
Mstep: Class 6 contains 21950 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54113 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 37787 members 
Mstep: Class 21 contains 38736 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590784.000000 Penalty: 64059.687500
Iteration 271Q: 20 clusters Score -8.859078e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 231681 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 43234 members 
Mstep: Class 5 contains 257742 members 
Mstep: Class 6 contains 21934 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 7789 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54110 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38737 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 64059.687500
Iteration 272Q: 20 clusters Score -8.859087e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 231686 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43236 members 
Mstep: Class 5 contains 257744 members 
Mstep: Class 6 contains 21921 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7785 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54108 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38739 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 64059.687500
Iteration 273Q: 20 clusters Score -8.859081e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231681 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43241 members 
Mstep: Class 5 contains 257762 members 
Mstep: Class 6 contains 21903 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7777 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54111 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17627 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38739 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590760.000000 Penalty: 64059.687500
Iteration 274Q: 20 clusters Score -8.859076e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231674 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43245 members 
Mstep: Class 5 contains 257777 members 
Mstep: Class 6 contains 21892 members 
Mstep: Class 7 contains 17632 members 
Mstep: Class 8 contains 7770 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54118 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 37789 members 
Mstep: Class 21 contains 38740 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590728.000000 Penalty: 64059.687500
Iteration 275Q: 20 clusters Score -8.859073e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 231678 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43253 members 
Mstep: Class 5 contains 257777 members 
Mstep: Class 6 contains 21881 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7765 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54119 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38746 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590728.000000 Penalty: 64059.687500
Iteration 276Q: 20 clusters Score -8.859073e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 231688 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 257763 members 
Mstep: Class 6 contains 21874 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54121 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38752 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 64059.687500
Iteration 277Q: 20 clusters Score -8.859081e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 231695 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43263 members 
Mstep: Class 5 contains 257759 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54120 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38759 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 64059.687500
Iteration 278Q: 20 clusters Score -8.859085e+07 nChanged 85
Entering ConstructFrom: 
Score: -88590848.000000 Penalty: 64059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (37163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Entering Unmasked Estep 
Score: -4205827.500000 Penalty: 2609.721191
	Iteration 0F: 2 clusters Score -4205828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4180544.500000 Penalty: 5219.442383
	Iteration 0F: 3 clusters Score -4180544 nChanged 16931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4189740.250000 Penalty: 5219.442383
	Iteration 1F: 3 clusters Score -4189740 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4190306.000000 Penalty: 5219.442383
	Iteration 2Q: 3 clusters Score -4190306 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4191120.500000 Penalty: 5219.442383
	Iteration 3Q: 3 clusters Score -4191120 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4192255.250000 Penalty: 5219.442383
	Iteration 4F: 3 clusters Score -4192255 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4193986.500000 Penalty: 5219.442383
	Iteration 5F: 3 clusters Score -4193986 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4196461.000000 Penalty: 5219.442383
	Iteration 6F: 3 clusters Score -4196461 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4199452.000000 Penalty: 5219.442383
	Iteration 7F: 3 clusters Score -4199452 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -4202134.500000 Penalty: 5219.442383
	Iteration 8F: 3 clusters Score -4202134 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4203843.000000 Penalty: 5219.442383
	Iteration 9Q: 3 clusters Score -4203843 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4204668.000000 Penalty: 5219.442383
	Iteration 10Q: 3 clusters Score -4204668 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4205044.000000 Penalty: 5219.442383
	Iteration 11Q: 3 clusters Score -4205044 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4205212.500000 Penalty: 5219.442383
	Iteration 12Q: 3 clusters Score -4205212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4205287.000000 Penalty: 5219.442383
	Iteration 13Q: 3 clusters Score -4205287 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4205340.000000 Penalty: 5219.442383
	Iteration 14Q: 3 clusters Score -4205340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4205390.500000 Penalty: 5219.442383
	Iteration 15Q: 3 clusters Score -4205390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4205430.500000 Penalty: 5219.442383
	Iteration 16Q: 3 clusters Score -4205430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4205448.000000 Penalty: 5219.442383
	Iteration 17Q: 3 clusters Score -4205448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4205479.000000 Penalty: 5219.442383
	Iteration 18Q: 3 clusters Score -4205479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4205493.000000 Penalty: 5219.442383
	Iteration 19Q: 3 clusters Score -4205493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4205514.500000 Penalty: 5219.442383
	Iteration 20F: 3 clusters Score -4205514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4205518.500000 Penalty: 5219.442383
	Iteration 21Q: 3 clusters Score -4205518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4205521.000000 Penalty: 5219.442383
	Iteration 22Q: 3 clusters Score -4205521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4205523.500000 Penalty: 5219.442383
	Iteration 23Q: 3 clusters Score -4205524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4205532.500000 Penalty: 5219.442383
	Iteration 24Q: 3 clusters Score -4205532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4205546.000000 Penalty: 5219.442383
	Iteration 25Q: 3 clusters Score -4205546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4205553.500000 Penalty: 5219.442383
	Iteration 26Q: 3 clusters Score -4205554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4205564.000000 Penalty: 5219.442383
	Iteration 27Q: 3 clusters Score -4205564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4205575.500000 Penalty: 5219.442383
	Iteration 28Q: 3 clusters Score -4205576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4205570.500000 Penalty: 5219.442383
	Iteration 29Q: 3 clusters Score -4205570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4205576.500000 Penalty: 5219.442383
	Iteration 30Q: 3 clusters Score -4205576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4205583.000000 Penalty: 5219.442383
	Iteration 31Q: 3 clusters Score -4205583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4205587.500000 Penalty: 5219.442383
	Iteration 32Q: 3 clusters Score -4205588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4205592.500000 Penalty: 5219.442383
	Iteration 33Q: 3 clusters Score -4205592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4205589.000000 Penalty: 5219.442383
	Iteration 34Q: 3 clusters Score -4205589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4205594.500000 Penalty: 5219.442383
	Iteration 35Q: 3 clusters Score -4205594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4205599.500000 Penalty: 5219.442383
	Iteration 36Q: 3 clusters Score -4205600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4205595.000000 Penalty: 5219.442383
	Iteration 37Q: 3 clusters Score -4205595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4205594.000000 Penalty: 5219.442383
	Iteration 38Q: 3 clusters Score -4205594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4205608.500000 Penalty: 5219.442383
	Iteration 39Q: 3 clusters Score -4205608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4205608.000000 Penalty: 5219.442383
	Iteration 40F: 3 clusters Score -4205608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4205608.500000 Penalty: 5219.442383
	Iteration 41Q: 3 clusters Score -4205608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4205607.000000 Penalty: 5219.442383
	Iteration 42Q: 3 clusters Score -4205607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4205608.000000 Penalty: 5219.442383
	Iteration 43Q: 3 clusters Score -4205608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4205608.500000 Penalty: 5219.442383
	Iteration 44Q: 3 clusters Score -4205608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4205609.000000 Penalty: 5219.442383
	Iteration 45Q: 3 clusters Score -4205609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4205611.500000 Penalty: 5219.442383
	Iteration 46Q: 3 clusters Score -4205612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4205611.500000 Penalty: 5219.442383
	Iteration 47Q: 3 clusters Score -4205612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4205611.000000 Penalty: 5219.442383
	Iteration 48Q: 3 clusters Score -4205611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4205612.500000 Penalty: 5219.442383
	Iteration 49Q: 3 clusters Score -4205612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4205609.000000 Penalty: 5219.442383
	Iteration 50Q: 3 clusters Score -4205609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4205609.500000 Penalty: 5219.442383
	Iteration 51Q: 3 clusters Score -4205610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4205606.500000 Penalty: 5219.442383
	Iteration 52Q: 3 clusters Score -4205606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4205608.000000 Penalty: 5219.442383
	Iteration 53Q: 3 clusters Score -4205608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4205612.000000 Penalty: 5219.442383
	Iteration 54Q: 3 clusters Score -4205612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4205612.000000 Penalty: 5219.442383
	Iteration 55F: 3 clusters Score -4205612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231690 members 
Entering Unmasked Estep 
Score: -25948978.000000 Penalty: 3063.582520
	Iteration 0F: 2 clusters Score -2.594898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116067 members 
Mstep: Class 2 contains 115623 members 
Entering Unmasked Estep 
Score: -25798872.000000 Penalty: 6127.165039
	Iteration 0F: 3 clusters Score -2.579887e+07 nChanged 111819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 110886 members 
Entering Unmasked Estep 
Score: -25864560.000000 Penalty: 6127.165039
	Iteration 1F: 3 clusters Score -2.586456e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124232 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -25866182.000000 Penalty: 6127.165039
	Iteration 2Q: 3 clusters Score -2.586618e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129563 members 
Mstep: Class 2 contains 102127 members 
Entering Unmasked Estep 
Score: -25868262.000000 Penalty: 6127.165039
	Iteration 3Q: 3 clusters Score -2.586826e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137664 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -25871826.000000 Penalty: 6127.165039
	Iteration 4Q: 3 clusters Score -2.587183e+07 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -25878618.000000 Penalty: 6127.165039
	Iteration 5F: 3 clusters Score -2.587862e+07 nChanged 17196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166125 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -25890502.000000 Penalty: 6127.165039
	Iteration 6F: 3 clusters Score -2.58905e+07 nChanged 19928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185665 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -25907540.000000 Penalty: 6127.165039
	Iteration 7F: 3 clusters Score -2.590754e+07 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204610 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -25925238.000000 Penalty: 6127.165039
	Iteration 8F: 3 clusters Score -2.592524e+07 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218375 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -25938880.000000 Penalty: 6127.165039
	Iteration 9F: 3 clusters Score -2.593888e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225671 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -25944188.000000 Penalty: 6127.165039
	Iteration 10Q: 3 clusters Score -2.594419e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228710 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -25945930.000000 Penalty: 6127.165039
	Iteration 11Q: 3 clusters Score -2.594593e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229860 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -25946372.000000 Penalty: 6127.165039
	Iteration 12Q: 3 clusters Score -2.594637e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230340 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -25946552.000000 Penalty: 6127.165039
	Iteration 13Q: 3 clusters Score -2.594655e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230564 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -25946646.000000 Penalty: 6127.165039
	Iteration 14Q: 3 clusters Score -2.594665e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230685 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -25946682.000000 Penalty: 6127.165039
	Iteration 15Q: 3 clusters Score -2.594668e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230744 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -25946714.000000 Penalty: 6127.165039
	Iteration 16Q: 3 clusters Score -2.594671e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230780 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -25946746.000000 Penalty: 6127.165039
	Iteration 17Q: 3 clusters Score -2.594675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230807 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25946760.000000 Penalty: 6127.165039
	Iteration 18Q: 3 clusters Score -2.594676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230820 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -25946756.000000 Penalty: 6127.165039
	Iteration 19Q: 3 clusters Score -2.594676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230831 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25946756.000000 Penalty: 6127.165039
	Iteration 20F: 3 clusters Score -2.594676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230834 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25946744.000000 Penalty: 6127.165039
	Iteration 21Q: 3 clusters Score -2.594674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230835 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25946798.000000 Penalty: 6127.165039
	Iteration 22Q: 3 clusters Score -2.59468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230846 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -25946818.000000 Penalty: 6127.165039
	Iteration 23Q: 3 clusters Score -2.594682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230850 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -25946832.000000 Penalty: 6127.165039
	Iteration 24Q: 3 clusters Score -2.594683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230861 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25946814.000000 Penalty: 6127.165039
	Iteration 25Q: 3 clusters Score -2.594681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230868 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -25946844.000000 Penalty: 6127.165039
	Iteration 26Q: 3 clusters Score -2.594684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230877 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25946848.000000 Penalty: 6127.165039
	Iteration 27Q: 3 clusters Score -2.594685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230877 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25946840.000000 Penalty: 6127.165039
	Iteration 28Q: 3 clusters Score -2.594684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230879 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -25946856.000000 Penalty: 6127.165039
	Iteration 29Q: 3 clusters Score -2.594686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230879 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -25946860.000000 Penalty: 6127.165039
	Iteration 30Q: 3 clusters Score -2.594686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230873 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -25946882.000000 Penalty: 6127.165039
	Iteration 31Q: 3 clusters Score -2.594688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230873 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -25946880.000000 Penalty: 6127.165039
	Iteration 32Q: 3 clusters Score -2.594688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230875 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -25946886.000000 Penalty: 6127.165039
	Iteration 33Q: 3 clusters Score -2.594689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230878 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -25946904.000000 Penalty: 6127.165039
	Iteration 34Q: 3 clusters Score -2.59469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230886 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -25946900.000000 Penalty: 6127.165039
	Iteration 35Q: 3 clusters Score -2.59469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25946898.000000 Penalty: 6127.165039
	Iteration 36Q: 3 clusters Score -2.59469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230893 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -25946888.000000 Penalty: 6127.165039
	Iteration 37Q: 3 clusters Score -2.594689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230890 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -25946906.000000 Penalty: 6127.165039
	Iteration 38Q: 3 clusters Score -2.594691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25946902.000000 Penalty: 6127.165039
	Iteration 39Q: 3 clusters Score -2.59469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230891 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -25946912.000000 Penalty: 6127.165039
	Iteration 40F: 3 clusters Score -2.594691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230892 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -25946906.000000 Penalty: 6127.165039
	Iteration 41Q: 3 clusters Score -2.594691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230892 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -25946906.000000 Penalty: 6127.165039
	Iteration 42F: 3 clusters Score -2.594691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -109723.960938 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -109724 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 568 members 
Entering Unmasked Estep 
Score: -107834.851562 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -107834.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108331.265625 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -108331.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108515.148438 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -108515.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -108612.343750 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -108612.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108717.046875 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -108717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108894.593750 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -108894.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108943.125000 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -108943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108977.632812 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -108977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109025.234375 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -109025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -109191.117188 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -109191.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109530.476562 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -109530.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -109606.062500 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -109606.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -109650.609375 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -109650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -109688.906250 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -109688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109716.921875 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -109716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -109741.109375 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -109741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109749.242188 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -109749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109758.085938 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -109758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -109759.570312 Penalty: 3494.705078
	Iteration 18Q: 3 clusters Score -109759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109763.773438 Penalty: 3494.705078
	Iteration 19Q: 3 clusters Score -109763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -109765.921875 Penalty: 3494.705078
	Iteration 20F: 3 clusters Score -109765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109779.757812 Penalty: 3494.705078
	Iteration 21Q: 3 clusters Score -109779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109782.445312 Penalty: 3494.705078
	Iteration 22Q: 3 clusters Score -109782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -109783.406250 Penalty: 3494.705078
	Iteration 23Q: 3 clusters Score -109783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -109783.406250 Penalty: 3494.705078
	Iteration 24F: 3 clusters Score -109783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231690 members 
Mstep: Class 3 contains 833 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 257772 members 
Mstep: Class 6 contains 21847 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54120 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88589256.000000 Penalty: 67431.250000
Splitting cluster 3 changes total score from -88590848.000000 to -88589256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Entering Unmasked Estep 
Score: -4878443.500000 Penalty: 2647.395996
	Iteration 0F: 2 clusters Score -4878444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4849309.000000 Penalty: 5294.791992
	Iteration 0F: 3 clusters Score -4849309 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4860322.500000 Penalty: 5294.791992
	Iteration 1F: 3 clusters Score -4860322 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4861000.000000 Penalty: 5294.791992
	Iteration 2Q: 3 clusters Score -4861000 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4861645.000000 Penalty: 5294.791992
	Iteration 3Q: 3 clusters Score -4861645 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4862534.000000 Penalty: 5294.791992
	Iteration 4Q: 3 clusters Score -4862534 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4863798.500000 Penalty: 5294.791992
	Iteration 5F: 3 clusters Score -4863798 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -4865593.500000 Penalty: 5294.791992
	Iteration 6F: 3 clusters Score -4865594 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4867849.000000 Penalty: 5294.791992
	Iteration 7F: 3 clusters Score -4867849 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4870230.500000 Penalty: 5294.791992
	Iteration 8F: 3 clusters Score -4870230 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -4872434.500000 Penalty: 5294.791992
	Iteration 9F: 3 clusters Score -4872434 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4873942.000000 Penalty: 5294.791992
	Iteration 10Q: 3 clusters Score -4873942 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4874854.500000 Penalty: 5294.791992
	Iteration 11Q: 3 clusters Score -4874854 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4875371.000000 Penalty: 5294.791992
	Iteration 12Q: 3 clusters Score -4875371 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4875650.000000 Penalty: 5294.791992
	Iteration 13Q: 3 clusters Score -4875650 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4875803.000000 Penalty: 5294.791992
	Iteration 14Q: 3 clusters Score -4875803 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4875884.000000 Penalty: 5294.791992
	Iteration 15Q: 3 clusters Score -4875884 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4875958.500000 Penalty: 5294.791992
	Iteration 16Q: 3 clusters Score -4875958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -4875997.000000 Penalty: 5294.791992
	Iteration 17Q: 3 clusters Score -4875997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4876020.000000 Penalty: 5294.791992
	Iteration 18Q: 3 clusters Score -4876020 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4876042.000000 Penalty: 5294.791992
	Iteration 19Q: 3 clusters Score -4876042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4876078.000000 Penalty: 5294.791992
	Iteration 20F: 3 clusters Score -4876078 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4876103.000000 Penalty: 5294.791992
	Iteration 21Q: 3 clusters Score -4876103 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4876138.500000 Penalty: 5294.791992
	Iteration 22Q: 3 clusters Score -4876138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4876161.500000 Penalty: 5294.791992
	Iteration 23Q: 3 clusters Score -4876162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4876189.500000 Penalty: 5294.791992
	Iteration 24Q: 3 clusters Score -4876190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4876203.500000 Penalty: 5294.791992
	Iteration 25Q: 3 clusters Score -4876204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4876222.500000 Penalty: 5294.791992
	Iteration 26Q: 3 clusters Score -4876222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4876246.500000 Penalty: 5294.791992
	Iteration 27Q: 3 clusters Score -4876246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4876255.500000 Penalty: 5294.791992
	Iteration 28Q: 3 clusters Score -4876256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4876271.500000 Penalty: 5294.791992
	Iteration 29Q: 3 clusters Score -4876272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4876296.500000 Penalty: 5294.791992
	Iteration 30Q: 3 clusters Score -4876296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4876331.000000 Penalty: 5294.791992
	Iteration 31Q: 3 clusters Score -4876331 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4876350.000000 Penalty: 5294.791992
	Iteration 32Q: 3 clusters Score -4876350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4876394.000000 Penalty: 5294.791992
	Iteration 33Q: 3 clusters Score -4876394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4876405.000000 Penalty: 5294.791992
	Iteration 34Q: 3 clusters Score -4876405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4876431.500000 Penalty: 5294.791992
	Iteration 35Q: 3 clusters Score -4876432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4876452.000000 Penalty: 5294.791992
	Iteration 36Q: 3 clusters Score -4876452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4876495.500000 Penalty: 5294.791992
	Iteration 37Q: 3 clusters Score -4876496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4876529.000000 Penalty: 5294.791992
	Iteration 38Q: 3 clusters Score -4876529 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4876565.000000 Penalty: 5294.791992
	Iteration 39Q: 3 clusters Score -4876565 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4876615.000000 Penalty: 5294.791992
	Iteration 40F: 3 clusters Score -4876615 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4876669.000000 Penalty: 5294.791992
	Iteration 41Q: 3 clusters Score -4876669 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4876707.500000 Penalty: 5294.791992
	Iteration 42Q: 3 clusters Score -4876708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4876752.500000 Penalty: 5294.791992
	Iteration 43Q: 3 clusters Score -4876752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4876809.000000 Penalty: 5294.791992
	Iteration 44Q: 3 clusters Score -4876809 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4876880.000000 Penalty: 5294.791992
	Iteration 45Q: 3 clusters Score -4876880 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4876963.000000 Penalty: 5294.791992
	Iteration 46Q: 3 clusters Score -4876963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4877023.000000 Penalty: 5294.791992
	Iteration 47Q: 3 clusters Score -4877023 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4877094.000000 Penalty: 5294.791992
	Iteration 48Q: 3 clusters Score -4877094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4877138.500000 Penalty: 5294.791992
	Iteration 49Q: 3 clusters Score -4877138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4877175.500000 Penalty: 5294.791992
	Iteration 50Q: 3 clusters Score -4877176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4877205.500000 Penalty: 5294.791992
	Iteration 51Q: 3 clusters Score -4877206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4877229.000000 Penalty: 5294.791992
	Iteration 52Q: 3 clusters Score -4877229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4877267.000000 Penalty: 5294.791992
	Iteration 53Q: 3 clusters Score -4877267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4877287.500000 Penalty: 5294.791992
	Iteration 54Q: 3 clusters Score -4877288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4877297.500000 Penalty: 5294.791992
	Iteration 55Q: 3 clusters Score -4877298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4877307.000000 Penalty: 5294.791992
	Iteration 56Q: 3 clusters Score -4877307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4877306.500000 Penalty: 5294.791992
	Iteration 57Q: 3 clusters Score -4877306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4877317.000000 Penalty: 5294.791992
	Iteration 58Q: 3 clusters Score -4877317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4877328.000000 Penalty: 5294.791992
	Iteration 59Q: 3 clusters Score -4877328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4877395.000000 Penalty: 5294.791992
	Iteration 60F: 3 clusters Score -4877395 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4877437.500000 Penalty: 5294.791992
	Iteration 61Q: 3 clusters Score -4877438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4877456.500000 Penalty: 5294.791992
	Iteration 62Q: 3 clusters Score -4877456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4877477.500000 Penalty: 5294.791992
	Iteration 63Q: 3 clusters Score -4877478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4877470.000000 Penalty: 5294.791992
	Iteration 64Q: 3 clusters Score -4877470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4877475.500000 Penalty: 5294.791992
	Iteration 65Q: 3 clusters Score -4877476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4877483.500000 Penalty: 5294.791992
	Iteration 66Q: 3 clusters Score -4877484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4877488.500000 Penalty: 5294.791992
	Iteration 67Q: 3 clusters Score -4877488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4877501.500000 Penalty: 5294.791992
	Iteration 68Q: 3 clusters Score -4877502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4877508.500000 Penalty: 5294.791992
	Iteration 69Q: 3 clusters Score -4877508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4877511.500000 Penalty: 5294.791992
	Iteration 70Q: 3 clusters Score -4877512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4877512.000000 Penalty: 5294.791992
	Iteration 71Q: 3 clusters Score -4877512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4877510.000000 Penalty: 5294.791992
	Iteration 72Q: 3 clusters Score -4877510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4877511.000000 Penalty: 5294.791992
	Iteration 73Q: 3 clusters Score -4877511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4877508.500000 Penalty: 5294.791992
	Iteration 74Q: 3 clusters Score -4877508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4877512.000000 Penalty: 5294.791992
	Iteration 75Q: 3 clusters Score -4877512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4877510.500000 Penalty: 5294.791992
	Iteration 76Q: 3 clusters Score -4877510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4877509.500000 Penalty: 5294.791992
	Iteration 77Q: 3 clusters Score -4877510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4877508.000000 Penalty: 5294.791992
	Iteration 78Q: 3 clusters Score -4877508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4877508.000000 Penalty: 5294.791992
	Iteration 79F: 3 clusters Score -4877508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (257772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257772 members 
Entering Unmasked Estep 
Score: -29044208.000000 Penalty: 3090.037842
	Iteration 0F: 2 clusters Score -2.904421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128548 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -28888640.000000 Penalty: 6180.075684
	Iteration 0F: 3 clusters Score -2.888864e+07 nChanged 124391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -28961962.000000 Penalty: 6180.075684
	Iteration 1F: 3 clusters Score -2.896196e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -28963844.000000 Penalty: 6180.075684
	Iteration 2Q: 3 clusters Score -2.896384e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -28966800.000000 Penalty: 6180.075684
	Iteration 3Q: 3 clusters Score -2.89668e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -28972784.000000 Penalty: 6180.075684
	Iteration 4F: 3 clusters Score -2.897278e+07 nChanged 18712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 183056 members 
Entering Unmasked Estep 
Score: -28985098.000000 Penalty: 6180.075684
	Iteration 5F: 3 clusters Score -2.89851e+07 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 206705 members 
Entering Unmasked Estep 
Score: -29004936.000000 Penalty: 6180.075684
	Iteration 6F: 3 clusters Score -2.900494e+07 nChanged 24207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 230898 members 
Entering Unmasked Estep 
Score: -29025718.000000 Penalty: 6180.075684
	Iteration 7F: 3 clusters Score -2.902572e+07 nChanged 16418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 247314 members 
Entering Unmasked Estep 
Score: -29035388.000000 Penalty: 6180.075684
	Iteration 8F: 3 clusters Score -2.903539e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 254191 members 
Entering Unmasked Estep 
Score: -29039586.000000 Penalty: 6180.075684
	Iteration 9Q: 3 clusters Score -2.903959e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 256416 members 
Entering Unmasked Estep 
Score: -29040836.000000 Penalty: 6180.075684
	Iteration 10Q: 3 clusters Score -2.904084e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 257046 members 
Entering Unmasked Estep 
Score: -29041158.000000 Penalty: 6180.075684
	Iteration 11Q: 3 clusters Score -2.904116e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 257250 members 
Entering Unmasked Estep 
Score: -29041326.000000 Penalty: 6180.075684
	Iteration 12Q: 3 clusters Score -2.904133e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 257331 members 
Entering Unmasked Estep 
Score: -29041422.000000 Penalty: 6180.075684
	Iteration 13Q: 3 clusters Score -2.904142e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 257379 members 
Entering Unmasked Estep 
Score: -29041470.000000 Penalty: 6180.075684
	Iteration 14Q: 3 clusters Score -2.904147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 257400 members 
Entering Unmasked Estep 
Score: -29041506.000000 Penalty: 6180.075684
	Iteration 15Q: 3 clusters Score -2.904151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 257405 members 
Entering Unmasked Estep 
Score: -29041528.000000 Penalty: 6180.075684
	Iteration 16Q: 3 clusters Score -2.904153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 257408 members 
Entering Unmasked Estep 
Score: -29041516.000000 Penalty: 6180.075684
	Iteration 17Q: 3 clusters Score -2.904152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 257410 members 
Entering Unmasked Estep 
Score: -29041530.000000 Penalty: 6180.075684
	Iteration 18Q: 3 clusters Score -2.904153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 257411 members 
Entering Unmasked Estep 
Score: -29041536.000000 Penalty: 6180.075684
	Iteration 19Q: 3 clusters Score -2.904154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257413 members 
Entering Unmasked Estep 
Score: -29041548.000000 Penalty: 6180.075684
	Iteration 20F: 3 clusters Score -2.904155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 257416 members 
Entering Unmasked Estep 
Score: -29041548.000000 Penalty: 6180.075684
	Iteration 21Q: 3 clusters Score -2.904155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 257418 members 
Entering Unmasked Estep 
Score: -29041550.000000 Penalty: 6180.075684
	Iteration 22Q: 3 clusters Score -2.904155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 257418 members 
Entering Unmasked Estep 
Score: -29041550.000000 Penalty: 6180.075684
	Iteration 23Q: 3 clusters Score -2.904155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 257418 members 
Entering Unmasked Estep 
Score: -29041544.000000 Penalty: 6180.075684
	Iteration 24Q: 3 clusters Score -2.904154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257420 members 
Entering Unmasked Estep 
Score: -29041556.000000 Penalty: 6180.075684
	Iteration 25Q: 3 clusters Score -2.904156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 257422 members 
Entering Unmasked Estep 
Score: -29041570.000000 Penalty: 6180.075684
	Iteration 26Q: 3 clusters Score -2.904157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 257421 members 
Entering Unmasked Estep 
Score: -29041566.000000 Penalty: 6180.075684
	Iteration 27Q: 3 clusters Score -2.904157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 257421 members 
Entering Unmasked Estep 
Score: -29041566.000000 Penalty: 6180.075684
	Iteration 28F: 3 clusters Score -2.904157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Entering Unmasked Estep 
Score: -2496655.250000 Penalty: 2477.971191
	Iteration 0F: 2 clusters Score -2496655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2481395.750000 Penalty: 4955.942383
	Iteration 0F: 3 clusters Score -2481396 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2486536.750000 Penalty: 4955.942383
	Iteration 1F: 3 clusters Score -2486537 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2486961.500000 Penalty: 4955.942383
	Iteration 2F: 3 clusters Score -2486962 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2487394.500000 Penalty: 4955.942383
	Iteration 3Q: 3 clusters Score -2487394 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2488000.500000 Penalty: 4955.942383
	Iteration 4F: 3 clusters Score -2488000 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2488844.500000 Penalty: 4955.942383
	Iteration 5F: 3 clusters Score -2488844 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2490003.250000 Penalty: 4955.942383
	Iteration 6F: 3 clusters Score -2490003 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2491442.250000 Penalty: 4955.942383
	Iteration 7F: 3 clusters Score -2491442 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2492832.000000 Penalty: 4955.942383
	Iteration 8F: 3 clusters Score -2492832 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2493773.250000 Penalty: 4955.942383
	Iteration 9Q: 3 clusters Score -2493773 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2494235.000000 Penalty: 4955.942383
	Iteration 10Q: 3 clusters Score -2494235 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2494460.000000 Penalty: 4955.942383
	Iteration 11Q: 3 clusters Score -2494460 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2494565.750000 Penalty: 4955.942383
	Iteration 12Q: 3 clusters Score -2494566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2494638.250000 Penalty: 4955.942383
	Iteration 13Q: 3 clusters Score -2494638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2494697.250000 Penalty: 4955.942383
	Iteration 14Q: 3 clusters Score -2494697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2494719.500000 Penalty: 4955.942383
	Iteration 15Q: 3 clusters Score -2494720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2494733.750000 Penalty: 4955.942383
	Iteration 16Q: 3 clusters Score -2494734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2494748.000000 Penalty: 4955.942383
	Iteration 17Q: 3 clusters Score -2494748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2494753.750000 Penalty: 4955.942383
	Iteration 18Q: 3 clusters Score -2494754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2494763.250000 Penalty: 4955.942383
	Iteration 19Q: 3 clusters Score -2494763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2494766.750000 Penalty: 4955.942383
	Iteration 20F: 3 clusters Score -2494767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2494770.750000 Penalty: 4955.942383
	Iteration 21Q: 3 clusters Score -2494771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2494769.500000 Penalty: 4955.942383
	Iteration 22Q: 3 clusters Score -2494770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2494767.000000 Penalty: 4955.942383
	Iteration 23Q: 3 clusters Score -2494767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2494769.000000 Penalty: 4955.942383
	Iteration 24Q: 3 clusters Score -2494769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2494769.750000 Penalty: 4955.942383
	Iteration 25Q: 3 clusters Score -2494770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2494784.250000 Penalty: 4955.942383
	Iteration 26Q: 3 clusters Score -2494784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2494782.750000 Penalty: 4955.942383
	Iteration 27Q: 3 clusters Score -2494783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2494785.750000 Penalty: 4955.942383
	Iteration 28Q: 3 clusters Score -2494786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2494785.000000 Penalty: 4955.942383
	Iteration 29Q: 3 clusters Score -2494785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2494791.750000 Penalty: 4955.942383
	Iteration 30Q: 3 clusters Score -2494792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2494792.250000 Penalty: 4955.942383
	Iteration 31Q: 3 clusters Score -2494792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2494793.750000 Penalty: 4955.942383
	Iteration 32Q: 3 clusters Score -2494794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2494791.750000 Penalty: 4955.942383
	Iteration 33Q: 3 clusters Score -2494792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2494791.750000 Penalty: 4955.942383
	Iteration 34F: 3 clusters Score -2494792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Entering Unmasked Estep 
Score: -2007395.125000 Penalty: 2424.798828
	Iteration 0F: 2 clusters Score -2007395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1994802.250000 Penalty: 4849.597656
	Iteration 0F: 3 clusters Score -1994802 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1998983.375000 Penalty: 4849.597656
	Iteration 1F: 3 clusters Score -1998983 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1999463.250000 Penalty: 4849.597656
	Iteration 2F: 3 clusters Score -1999463 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1999879.375000 Penalty: 4849.597656
	Iteration 3F: 3 clusters Score -1999879 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2000197.375000 Penalty: 4849.597656
	Iteration 4Q: 3 clusters Score -2000197 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2000468.750000 Penalty: 4849.597656
	Iteration 5Q: 3 clusters Score -2000469 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2000719.500000 Penalty: 4849.597656
	Iteration 6Q: 3 clusters Score -2000720 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2000982.125000 Penalty: 4849.597656
	Iteration 7Q: 3 clusters Score -2000982 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2001295.750000 Penalty: 4849.597656
	Iteration 8Q: 3 clusters Score -2001296 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2001706.875000 Penalty: 4849.597656
	Iteration 9Q: 3 clusters Score -2001707 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2002146.375000 Penalty: 4849.597656
	Iteration 10Q: 3 clusters Score -2002146 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2002663.375000 Penalty: 4849.597656
	Iteration 11Q: 3 clusters Score -2002663 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2003227.500000 Penalty: 4849.597656
	Iteration 12Q: 3 clusters Score -2003228 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2003727.250000 Penalty: 4849.597656
	Iteration 13Q: 3 clusters Score -2003727 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2004128.625000 Penalty: 4849.597656
	Iteration 14Q: 3 clusters Score -2004129 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2004452.625000 Penalty: 4849.597656
	Iteration 15Q: 3 clusters Score -2004453 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2004662.250000 Penalty: 4849.597656
	Iteration 16Q: 3 clusters Score -2004662 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2004821.250000 Penalty: 4849.597656
	Iteration 17Q: 3 clusters Score -2004821 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2004954.625000 Penalty: 4849.597656
	Iteration 18Q: 3 clusters Score -2004955 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2005065.125000 Penalty: 4849.597656
	Iteration 19Q: 3 clusters Score -2005065 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2005144.500000 Penalty: 4849.597656
	Iteration 20F: 3 clusters Score -2005144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2005185.875000 Penalty: 4849.597656
	Iteration 21Q: 3 clusters Score -2005186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2005222.125000 Penalty: 4849.597656
	Iteration 22Q: 3 clusters Score -2005222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2005257.625000 Penalty: 4849.597656
	Iteration 23Q: 3 clusters Score -2005258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2005297.625000 Penalty: 4849.597656
	Iteration 24Q: 3 clusters Score -2005298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2005332.125000 Penalty: 4849.597656
	Iteration 25Q: 3 clusters Score -2005332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2005371.125000 Penalty: 4849.597656
	Iteration 26Q: 3 clusters Score -2005371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2005396.625000 Penalty: 4849.597656
	Iteration 27Q: 3 clusters Score -2005397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2005415.875000 Penalty: 4849.597656
	Iteration 28Q: 3 clusters Score -2005416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2005432.750000 Penalty: 4849.597656
	Iteration 29Q: 3 clusters Score -2005433 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2005451.375000 Penalty: 4849.597656
	Iteration 30Q: 3 clusters Score -2005451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2005473.750000 Penalty: 4849.597656
	Iteration 31Q: 3 clusters Score -2005474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2005496.000000 Penalty: 4849.597656
	Iteration 32Q: 3 clusters Score -2005496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2005524.125000 Penalty: 4849.597656
	Iteration 33Q: 3 clusters Score -2005524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2005533.125000 Penalty: 4849.597656
	Iteration 34Q: 3 clusters Score -2005533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2005550.375000 Penalty: 4849.597656
	Iteration 35Q: 3 clusters Score -2005550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2005569.875000 Penalty: 4849.597656
	Iteration 36Q: 3 clusters Score -2005570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2005585.625000 Penalty: 4849.597656
	Iteration 37Q: 3 clusters Score -2005586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2005597.375000 Penalty: 4849.597656
	Iteration 38Q: 3 clusters Score -2005597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2005609.125000 Penalty: 4849.597656
	Iteration 39Q: 3 clusters Score -2005609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2005619.750000 Penalty: 4849.597656
	Iteration 40F: 3 clusters Score -2005620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2005629.125000 Penalty: 4849.597656
	Iteration 41Q: 3 clusters Score -2005629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2005635.125000 Penalty: 4849.597656
	Iteration 42Q: 3 clusters Score -2005635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2005636.125000 Penalty: 4849.597656
	Iteration 43Q: 3 clusters Score -2005636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2005641.125000 Penalty: 4849.597656
	Iteration 44Q: 3 clusters Score -2005641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2005643.875000 Penalty: 4849.597656
	Iteration 45Q: 3 clusters Score -2005644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2005649.875000 Penalty: 4849.597656
	Iteration 46Q: 3 clusters Score -2005650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2005651.750000 Penalty: 4849.597656
	Iteration 47Q: 3 clusters Score -2005652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2005655.000000 Penalty: 4849.597656
	Iteration 48Q: 3 clusters Score -2005655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2005657.750000 Penalty: 4849.597656
	Iteration 49Q: 3 clusters Score -2005658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2005660.000000 Penalty: 4849.597656
	Iteration 50Q: 3 clusters Score -2005660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2005665.625000 Penalty: 4849.597656
	Iteration 51Q: 3 clusters Score -2005666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2005665.625000 Penalty: 4849.597656
	Iteration 52Q: 3 clusters Score -2005666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2005670.875000 Penalty: 4849.597656
	Iteration 53Q: 3 clusters Score -2005671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2005671.875000 Penalty: 4849.597656
	Iteration 54Q: 3 clusters Score -2005672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2005674.125000 Penalty: 4849.597656
	Iteration 55Q: 3 clusters Score -2005674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2005674.500000 Penalty: 4849.597656
	Iteration 56Q: 3 clusters Score -2005674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2005677.500000 Penalty: 4849.597656
	Iteration 57Q: 3 clusters Score -2005678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2005680.375000 Penalty: 4849.597656
	Iteration 58Q: 3 clusters Score -2005680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2005677.250000 Penalty: 4849.597656
	Iteration 59Q: 3 clusters Score -2005677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2005678.375000 Penalty: 4849.597656
	Iteration 60F: 3 clusters Score -2005678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2005678.500000 Penalty: 4849.597656
	Iteration 61Q: 3 clusters Score -2005678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2005681.750000 Penalty: 4849.597656
	Iteration 62Q: 3 clusters Score -2005682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2005681.750000 Penalty: 4849.597656
	Iteration 63F: 3 clusters Score -2005682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -890335.687500 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -890335.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -884055.562500 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -884055.6 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -885796.750000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -885796.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -886077.750000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -886077.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -886245.125000 Penalty: 4442.350098
	Iteration 3Q: 3 clusters Score -886245.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -886374.625000 Penalty: 4442.350098
	Iteration 4Q: 3 clusters Score -886374.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -886480.937500 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -886480.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -886569.187500 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -886569.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -886660.562500 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -886660.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -886767.625000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -886767.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -886916.375000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -886916.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -887078.375000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -887078.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -887242.937500 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -887242.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -887414.437500 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -887414.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -887605.687500 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -887605.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -887793.500000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -887793.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -887946.875000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -887946.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -888078.312500 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -888078.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -888188.687500 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -888188.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -888250.812500 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -888250.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -888291.750000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -888291.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -888328.312500 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -888328.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -888356.125000 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -888356.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -888383.250000 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -888383.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -888399.437500 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -888399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -888417.812500 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -888417.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -888427.375000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -888427.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -888433.187500 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -888433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -888439.312500 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -888439.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -888447.500000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -888447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -888455.187500 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -888455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -888463.875000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -888463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -888471.375000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -888471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -888475.312500 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -888475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -888478.750000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -888478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -888481.000000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -888481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -888483.062500 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -888483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -888483.062500 Penalty: 4442.350098
	Iteration 36F: 3 clusters Score -888483.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -639273.250000 Penalty: 2142.002441
	Iteration 0F: 2 clusters Score -639273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -634366.000000 Penalty: 4284.004883
	Iteration 0F: 3 clusters Score -634366 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -635539.062500 Penalty: 4284.004883
	Iteration 1F: 3 clusters Score -635539.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -635777.187500 Penalty: 4284.004883
	Iteration 2F: 3 clusters Score -635777.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -635941.625000 Penalty: 4284.004883
	Iteration 3F: 3 clusters Score -635941.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -636062.062500 Penalty: 4284.004883
	Iteration 4Q: 3 clusters Score -636062.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -636180.375000 Penalty: 4284.004883
	Iteration 5Q: 3 clusters Score -636180.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -636325.250000 Penalty: 4284.004883
	Iteration 6Q: 3 clusters Score -636325.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -636523.312500 Penalty: 4284.004883
	Iteration 7Q: 3 clusters Score -636523.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -636752.250000 Penalty: 4284.004883
	Iteration 8Q: 3 clusters Score -636752.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -636999.937500 Penalty: 4284.004883
	Iteration 9Q: 3 clusters Score -636999.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -637169.000000 Penalty: 4284.004883
	Iteration 10Q: 3 clusters Score -637169 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -637290.500000 Penalty: 4284.004883
	Iteration 11Q: 3 clusters Score -637290.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -637408.250000 Penalty: 4284.004883
	Iteration 12Q: 3 clusters Score -637408.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -637488.500000 Penalty: 4284.004883
	Iteration 13Q: 3 clusters Score -637488.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -637556.375000 Penalty: 4284.004883
	Iteration 14Q: 3 clusters Score -637556.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -637611.125000 Penalty: 4284.004883
	Iteration 15Q: 3 clusters Score -637611.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -637642.250000 Penalty: 4284.004883
	Iteration 16Q: 3 clusters Score -637642.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -637663.437500 Penalty: 4284.004883
	Iteration 17Q: 3 clusters Score -637663.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -637685.562500 Penalty: 4284.004883
	Iteration 18Q: 3 clusters Score -637685.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -637700.812500 Penalty: 4284.004883
	Iteration 19Q: 3 clusters Score -637700.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -637713.562500 Penalty: 4284.004883
	Iteration 20F: 3 clusters Score -637713.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -637723.062500 Penalty: 4284.004883
	Iteration 21Q: 3 clusters Score -637723.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -637727.750000 Penalty: 4284.004883
	Iteration 22Q: 3 clusters Score -637727.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -637733.500000 Penalty: 4284.004883
	Iteration 23Q: 3 clusters Score -637733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -637733.937500 Penalty: 4284.004883
	Iteration 24Q: 3 clusters Score -637733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -637738.250000 Penalty: 4284.004883
	Iteration 25Q: 3 clusters Score -637738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -637741.000000 Penalty: 4284.004883
	Iteration 26Q: 3 clusters Score -637741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -637740.375000 Penalty: 4284.004883
	Iteration 27Q: 3 clusters Score -637740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -637742.250000 Penalty: 4284.004883
	Iteration 28Q: 3 clusters Score -637742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -637743.875000 Penalty: 4284.004883
	Iteration 29Q: 3 clusters Score -637743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -637746.625000 Penalty: 4284.004883
	Iteration 30Q: 3 clusters Score -637746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -637747.125000 Penalty: 4284.004883
	Iteration 31Q: 3 clusters Score -637747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -637749.625000 Penalty: 4284.004883
	Iteration 32Q: 3 clusters Score -637749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -637751.125000 Penalty: 4284.004883
	Iteration 33Q: 3 clusters Score -637751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -637752.187500 Penalty: 4284.004883
	Iteration 34Q: 3 clusters Score -637752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -637753.500000 Penalty: 4284.004883
	Iteration 35Q: 3 clusters Score -637753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -637753.000000 Penalty: 4284.004883
	Iteration 36Q: 3 clusters Score -637753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -637753.625000 Penalty: 4284.004883
	Iteration 37Q: 3 clusters Score -637753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -637755.375000 Penalty: 4284.004883
	Iteration 38Q: 3 clusters Score -637755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -637757.437500 Penalty: 4284.004883
	Iteration 39Q: 3 clusters Score -637757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -637756.750000 Penalty: 4284.004883
	Iteration 40F: 3 clusters Score -637756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86915.429688 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86915.43 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87170.406250 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87170.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87330.703125 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87330.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87480.351562 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -87480.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -87636.539062 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -87636.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87896.632812 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -87896.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -88239.171875 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -88239.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -88357.007812 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -88357.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -88409.859375 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -88409.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -88451.851562 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88451.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -88473.164062 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88473.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88491.632812 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88491.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -88493.703125 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -88497.945312 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -88497.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -88497.945312 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -88497.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Entering Unmasked Estep 
Score: -6130280.000000 Penalty: 2702.941895
	Iteration 0F: 2 clusters Score -6130280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -6094080.000000 Penalty: 5405.883789
	Iteration 0F: 3 clusters Score -6094080 nChanged 25050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -6107909.500000 Penalty: 5405.883789
	Iteration 1F: 3 clusters Score -6107910 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6108452.000000 Penalty: 5405.883789
	Iteration 2Q: 3 clusters Score -6108452 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -6109046.500000 Penalty: 5405.883789
	Iteration 3Q: 3 clusters Score -6109046 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -6109707.000000 Penalty: 5405.883789
	Iteration 4Q: 3 clusters Score -6109707 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -6110518.000000 Penalty: 5405.883789
	Iteration 5Q: 3 clusters Score -6110518 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6111442.500000 Penalty: 5405.883789
	Iteration 6Q: 3 clusters Score -6111442 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -6112764.000000 Penalty: 5405.883789
	Iteration 7Q: 3 clusters Score -6112764 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -6114519.500000 Penalty: 5405.883789
	Iteration 8F: 3 clusters Score -6114520 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -6116782.500000 Penalty: 5405.883789
	Iteration 9F: 3 clusters Score -6116782 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -6119619.000000 Penalty: 5405.883789
	Iteration 10F: 3 clusters Score -6119619 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -6122446.000000 Penalty: 5405.883789
	Iteration 11F: 3 clusters Score -6122446 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -6124642.500000 Penalty: 5405.883789
	Iteration 12Q: 3 clusters Score -6124642 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -6126112.500000 Penalty: 5405.883789
	Iteration 13Q: 3 clusters Score -6126112 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6126903.500000 Penalty: 5405.883789
	Iteration 14Q: 3 clusters Score -6126904 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -6127349.500000 Penalty: 5405.883789
	Iteration 15Q: 3 clusters Score -6127350 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -6127555.000000 Penalty: 5405.883789
	Iteration 16Q: 3 clusters Score -6127555 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -6127706.500000 Penalty: 5405.883789
	Iteration 17Q: 3 clusters Score -6127706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -6127771.000000 Penalty: 5405.883789
	Iteration 18Q: 3 clusters Score -6127771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -6127812.000000 Penalty: 5405.883789
	Iteration 19Q: 3 clusters Score -6127812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -6127848.000000 Penalty: 5405.883789
	Iteration 20F: 3 clusters Score -6127848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -6127876.500000 Penalty: 5405.883789
	Iteration 21Q: 3 clusters Score -6127876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -6127893.500000 Penalty: 5405.883789
	Iteration 22Q: 3 clusters Score -6127894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -6127901.000000 Penalty: 5405.883789
	Iteration 23Q: 3 clusters Score -6127901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -6127907.500000 Penalty: 5405.883789
	Iteration 24Q: 3 clusters Score -6127908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -6127914.500000 Penalty: 5405.883789
	Iteration 25Q: 3 clusters Score -6127914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -6127927.000000 Penalty: 5405.883789
	Iteration 26Q: 3 clusters Score -6127927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -6127938.500000 Penalty: 5405.883789
	Iteration 27Q: 3 clusters Score -6127938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -6127943.000000 Penalty: 5405.883789
	Iteration 28Q: 3 clusters Score -6127943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -6127947.000000 Penalty: 5405.883789
	Iteration 29Q: 3 clusters Score -6127947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -6127949.000000 Penalty: 5405.883789
	Iteration 30Q: 3 clusters Score -6127949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -6127950.500000 Penalty: 5405.883789
	Iteration 31Q: 3 clusters Score -6127950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -6127950.500000 Penalty: 5405.883789
	Iteration 32F: 3 clusters Score -6127950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -105672.210938 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -105672.2 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 500 members 
Entering Unmasked Estep 
Score: -103692.695312 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -103692.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103991.953125 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -103992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104142.695312 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -104142.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104262.828125 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -104262.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104406.179688 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -104406.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104527.328125 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -104527.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104690.304688 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -104690.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104995.539062 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -104995.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105235.015625 Penalty: 3438.010010
	Iteration 8F: 3 clusters Score -105235 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -105375.695312 Penalty: 3438.010010
	Iteration 9F: 3 clusters Score -105375.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105487.703125 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -105487.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105583.835938 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -105583.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105660.296875 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -105660.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105719.398438 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -105719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105759.500000 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -105759.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105786.976562 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -105787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105804.742188 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -105804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -105826.515625 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -105826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105834.156250 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -105834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105834.156250 Penalty: 3438.010010
	Iteration 19F: 3 clusters Score -105834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231690 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 257772 members 
Mstep: Class 6 contains 21847 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54120 members 
Mstep: Class 12 contains 265 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88589312.000000 Penalty: 67431.250000
Splitting cluster 12 changes total score from -88590848.000000 to -88589312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (17626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Entering Unmasked Estep 
Score: -1991698.500000 Penalty: 2424.728271
	Iteration 0F: 2 clusters Score -1991698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1979274.750000 Penalty: 4849.456543
	Iteration 0F: 3 clusters Score -1979275 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1983498.375000 Penalty: 4849.456543
	Iteration 1F: 3 clusters Score -1983498 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1984168.000000 Penalty: 4849.456543
	Iteration 2F: 3 clusters Score -1984168 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1985080.250000 Penalty: 4849.456543
	Iteration 3F: 3 clusters Score -1985080 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1986152.500000 Penalty: 4849.456543
	Iteration 4F: 3 clusters Score -1986152 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1987186.125000 Penalty: 4849.456543
	Iteration 5F: 3 clusters Score -1987186 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1988132.000000 Penalty: 4849.456543
	Iteration 6F: 3 clusters Score -1988132 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1988761.875000 Penalty: 4849.456543
	Iteration 7F: 3 clusters Score -1988762 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1989190.625000 Penalty: 4849.456543
	Iteration 8Q: 3 clusters Score -1989191 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1989451.875000 Penalty: 4849.456543
	Iteration 9Q: 3 clusters Score -1989452 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1989627.625000 Penalty: 4849.456543
	Iteration 10Q: 3 clusters Score -1989628 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1989794.250000 Penalty: 4849.456543
	Iteration 11Q: 3 clusters Score -1989794 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1989931.625000 Penalty: 4849.456543
	Iteration 12Q: 3 clusters Score -1989932 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1990014.250000 Penalty: 4849.456543
	Iteration 13Q: 3 clusters Score -1990014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1990064.500000 Penalty: 4849.456543
	Iteration 14Q: 3 clusters Score -1990064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1990110.625000 Penalty: 4849.456543
	Iteration 15Q: 3 clusters Score -1990111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1990150.625000 Penalty: 4849.456543
	Iteration 16Q: 3 clusters Score -1990151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1990170.375000 Penalty: 4849.456543
	Iteration 17Q: 3 clusters Score -1990170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1990187.750000 Penalty: 4849.456543
	Iteration 18Q: 3 clusters Score -1990188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1990215.125000 Penalty: 4849.456543
	Iteration 19Q: 3 clusters Score -1990215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1990222.750000 Penalty: 4849.456543
	Iteration 20F: 3 clusters Score -1990223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1990228.750000 Penalty: 4849.456543
	Iteration 21Q: 3 clusters Score -1990229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1990236.750000 Penalty: 4849.456543
	Iteration 22Q: 3 clusters Score -1990237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1990248.125000 Penalty: 4849.456543
	Iteration 23Q: 3 clusters Score -1990248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1990252.000000 Penalty: 4849.456543
	Iteration 24Q: 3 clusters Score -1990252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1990254.000000 Penalty: 4849.456543
	Iteration 25Q: 3 clusters Score -1990254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1990264.625000 Penalty: 4849.456543
	Iteration 26Q: 3 clusters Score -1990265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1990271.125000 Penalty: 4849.456543
	Iteration 27Q: 3 clusters Score -1990271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1990274.875000 Penalty: 4849.456543
	Iteration 28Q: 3 clusters Score -1990275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1990280.375000 Penalty: 4849.456543
	Iteration 29Q: 3 clusters Score -1990280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1990283.375000 Penalty: 4849.456543
	Iteration 30Q: 3 clusters Score -1990283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1990287.125000 Penalty: 4849.456543
	Iteration 31Q: 3 clusters Score -1990287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1990291.875000 Penalty: 4849.456543
	Iteration 32Q: 3 clusters Score -1990292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1990292.875000 Penalty: 4849.456543
	Iteration 33Q: 3 clusters Score -1990293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1990298.125000 Penalty: 4849.456543
	Iteration 34Q: 3 clusters Score -1990298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1990299.875000 Penalty: 4849.456543
	Iteration 35Q: 3 clusters Score -1990300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1990301.250000 Penalty: 4849.456543
	Iteration 36Q: 3 clusters Score -1990301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1990297.625000 Penalty: 4849.456543
	Iteration 37Q: 3 clusters Score -1990298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1990299.250000 Penalty: 4849.456543
	Iteration 38Q: 3 clusters Score -1990299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1990302.750000 Penalty: 4849.456543
	Iteration 39Q: 3 clusters Score -1990303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1990302.125000 Penalty: 4849.456543
	Iteration 40F: 3 clusters Score -1990302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1990308.125000 Penalty: 4849.456543
	Iteration 41Q: 3 clusters Score -1990308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1990311.750000 Penalty: 4849.456543
	Iteration 42Q: 3 clusters Score -1990312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1990317.375000 Penalty: 4849.456543
	Iteration 43Q: 3 clusters Score -1990317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1990314.500000 Penalty: 4849.456543
	Iteration 44Q: 3 clusters Score -1990314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1990317.625000 Penalty: 4849.456543
	Iteration 45Q: 3 clusters Score -1990318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1990324.125000 Penalty: 4849.456543
	Iteration 46Q: 3 clusters Score -1990324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1990325.000000 Penalty: 4849.456543
	Iteration 47Q: 3 clusters Score -1990325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1990322.500000 Penalty: 4849.456543
	Iteration 48Q: 3 clusters Score -1990322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1990324.750000 Penalty: 4849.456543
	Iteration 49Q: 3 clusters Score -1990325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1990322.750000 Penalty: 4849.456543
	Iteration 50Q: 3 clusters Score -1990323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1990324.125000 Penalty: 4849.456543
	Iteration 51Q: 3 clusters Score -1990324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1990325.625000 Penalty: 4849.456543
	Iteration 52Q: 3 clusters Score -1990326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1990325.625000 Penalty: 4849.456543
	Iteration 53F: 3 clusters Score -1990326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -191861.687500 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -191861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189400.890625 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -189400.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -189792.703125 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -189792.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -189906.578125 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -189906.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189972.968750 Penalty: 3706.924072
	Iteration 3Q: 3 clusters Score -189973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -190039.593750 Penalty: 3706.924072
	Iteration 4Q: 3 clusters Score -190039.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190119.906250 Penalty: 3706.924072
	Iteration 5Q: 3 clusters Score -190119.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190235.343750 Penalty: 3706.924072
	Iteration 6Q: 3 clusters Score -190235.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190329.359375 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -190329.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -190410.031250 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -190410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -190471.953125 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -190472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -190520.281250 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -190520.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190565.796875 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -190565.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -190601.187500 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -190601.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -190632.921875 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -190632.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -190671.000000 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -190671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190705.500000 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -190705.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -190736.375000 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -190736.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190757.234375 Penalty: 3706.924072
	Iteration 17Q: 3 clusters Score -190757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190773.062500 Penalty: 3706.924072
	Iteration 18Q: 3 clusters Score -190773.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -190795.593750 Penalty: 3706.924072
	Iteration 19Q: 3 clusters Score -190795.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -190817.015625 Penalty: 3706.924072
	Iteration 20F: 3 clusters Score -190817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -190832.703125 Penalty: 3706.924072
	Iteration 21Q: 3 clusters Score -190832.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -190840.015625 Penalty: 3706.924072
	Iteration 22Q: 3 clusters Score -190840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -190850.015625 Penalty: 3706.924072
	Iteration 23Q: 3 clusters Score -190850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -190857.406250 Penalty: 3706.924072
	Iteration 24Q: 3 clusters Score -190857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -190869.546875 Penalty: 3706.924072
	Iteration 25Q: 3 clusters Score -190869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190878.421875 Penalty: 3706.924072
	Iteration 26Q: 3 clusters Score -190878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -190884.046875 Penalty: 3706.924072
	Iteration 27Q: 3 clusters Score -190884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -190887.671875 Penalty: 3706.924072
	Iteration 28Q: 3 clusters Score -190887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -190893.062500 Penalty: 3706.924072
	Iteration 29Q: 3 clusters Score -190893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -190899.968750 Penalty: 3706.924072
	Iteration 30Q: 3 clusters Score -190900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -190910.671875 Penalty: 3706.924072
	Iteration 31Q: 3 clusters Score -190910.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -190920.828125 Penalty: 3706.924072
	Iteration 32Q: 3 clusters Score -190920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -190932.671875 Penalty: 3706.924072
	Iteration 33Q: 3 clusters Score -190932.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -190945.250000 Penalty: 3706.924072
	Iteration 34Q: 3 clusters Score -190945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -190959.156250 Penalty: 3706.924072
	Iteration 35Q: 3 clusters Score -190959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -190969.359375 Penalty: 3706.924072
	Iteration 36Q: 3 clusters Score -190969.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -190982.296875 Penalty: 3706.924072
	Iteration 37Q: 3 clusters Score -190982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -190986.796875 Penalty: 3706.924072
	Iteration 38Q: 3 clusters Score -190986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -190993.500000 Penalty: 3706.924072
	Iteration 39Q: 3 clusters Score -190993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -190998.437500 Penalty: 3706.924072
	Iteration 40F: 3 clusters Score -190998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -191006.515625 Penalty: 3706.924072
	Iteration 41Q: 3 clusters Score -191006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -191015.921875 Penalty: 3706.924072
	Iteration 42Q: 3 clusters Score -191015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -191026.781250 Penalty: 3706.924072
	Iteration 43Q: 3 clusters Score -191026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -191036.625000 Penalty: 3706.924072
	Iteration 44Q: 3 clusters Score -191036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -191049.515625 Penalty: 3706.924072
	Iteration 45Q: 3 clusters Score -191049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -191071.968750 Penalty: 3706.924072
	Iteration 46Q: 3 clusters Score -191072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -191086.812500 Penalty: 3706.924072
	Iteration 47Q: 3 clusters Score -191086.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -191105.875000 Penalty: 3706.924072
	Iteration 48Q: 3 clusters Score -191105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -191113.843750 Penalty: 3706.924072
	Iteration 49Q: 3 clusters Score -191113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -191124.781250 Penalty: 3706.924072
	Iteration 50Q: 3 clusters Score -191124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -191132.375000 Penalty: 3706.924072
	Iteration 51Q: 3 clusters Score -191132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -191135.328125 Penalty: 3706.924072
	Iteration 52Q: 3 clusters Score -191135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -191138.187500 Penalty: 3706.924072
	Iteration 53Q: 3 clusters Score -191138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -191142.687500 Penalty: 3706.924072
	Iteration 54Q: 3 clusters Score -191142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -191147.906250 Penalty: 3706.924072
	Iteration 55Q: 3 clusters Score -191147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -191156.875000 Penalty: 3706.924072
	Iteration 56Q: 3 clusters Score -191156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -191168.062500 Penalty: 3706.924072
	Iteration 57Q: 3 clusters Score -191168.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -191176.593750 Penalty: 3706.924072
	Iteration 58Q: 3 clusters Score -191176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -191183.671875 Penalty: 3706.924072
	Iteration 59Q: 3 clusters Score -191183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -191184.671875 Penalty: 3706.924072
	Iteration 60F: 3 clusters Score -191184.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Entering Unmasked Estep 
Score: -1778109.000000 Penalty: 2406.894287
	Iteration 0F: 2 clusters Score -1778109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1766504.875000 Penalty: 4813.788574
	Iteration 0F: 3 clusters Score -1766505 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1770435.875000 Penalty: 4813.788574
	Iteration 1F: 3 clusters Score -1770436 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1771072.625000 Penalty: 4813.788574
	Iteration 2F: 3 clusters Score -1771073 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1771683.125000 Penalty: 4813.788574
	Iteration 3F: 3 clusters Score -1771683 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1772283.125000 Penalty: 4813.788574
	Iteration 4F: 3 clusters Score -1772283 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1772918.875000 Penalty: 4813.788574
	Iteration 5F: 3 clusters Score -1772919 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1773513.625000 Penalty: 4813.788574
	Iteration 6F: 3 clusters Score -1773514 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1774003.250000 Penalty: 4813.788574
	Iteration 7F: 3 clusters Score -1774003 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1774397.250000 Penalty: 4813.788574
	Iteration 8Q: 3 clusters Score -1774397 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1774719.125000 Penalty: 4813.788574
	Iteration 9Q: 3 clusters Score -1774719 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1774997.250000 Penalty: 4813.788574
	Iteration 10Q: 3 clusters Score -1774997 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1775241.000000 Penalty: 4813.788574
	Iteration 11Q: 3 clusters Score -1775241 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1775396.375000 Penalty: 4813.788574
	Iteration 12Q: 3 clusters Score -1775396 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1775493.000000 Penalty: 4813.788574
	Iteration 13Q: 3 clusters Score -1775493 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1775548.125000 Penalty: 4813.788574
	Iteration 14Q: 3 clusters Score -1775548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1775583.500000 Penalty: 4813.788574
	Iteration 15Q: 3 clusters Score -1775584 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1775610.750000 Penalty: 4813.788574
	Iteration 16Q: 3 clusters Score -1775611 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1775633.625000 Penalty: 4813.788574
	Iteration 17Q: 3 clusters Score -1775634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1775646.875000 Penalty: 4813.788574
	Iteration 18Q: 3 clusters Score -1775647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1775658.625000 Penalty: 4813.788574
	Iteration 19Q: 3 clusters Score -1775659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1775665.500000 Penalty: 4813.788574
	Iteration 20F: 3 clusters Score -1775666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1775680.750000 Penalty: 4813.788574
	Iteration 21Q: 3 clusters Score -1775681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1775686.000000 Penalty: 4813.788574
	Iteration 22Q: 3 clusters Score -1775686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1775696.000000 Penalty: 4813.788574
	Iteration 23Q: 3 clusters Score -1775696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1775706.875000 Penalty: 4813.788574
	Iteration 24Q: 3 clusters Score -1775707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1775717.375000 Penalty: 4813.788574
	Iteration 25Q: 3 clusters Score -1775717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1775720.000000 Penalty: 4813.788574
	Iteration 26Q: 3 clusters Score -1775720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1775728.125000 Penalty: 4813.788574
	Iteration 27Q: 3 clusters Score -1775728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1775728.125000 Penalty: 4813.788574
	Iteration 28Q: 3 clusters Score -1775728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1775733.750000 Penalty: 4813.788574
	Iteration 29Q: 3 clusters Score -1775734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1775735.375000 Penalty: 4813.788574
	Iteration 30Q: 3 clusters Score -1775735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1775738.000000 Penalty: 4813.788574
	Iteration 31Q: 3 clusters Score -1775738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1775745.625000 Penalty: 4813.788574
	Iteration 32Q: 3 clusters Score -1775746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1775743.250000 Penalty: 4813.788574
	Iteration 33Q: 3 clusters Score -1775743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1775748.375000 Penalty: 4813.788574
	Iteration 34Q: 3 clusters Score -1775748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1775745.125000 Penalty: 4813.788574
	Iteration 35Q: 3 clusters Score -1775745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1775753.375000 Penalty: 4813.788574
	Iteration 36Q: 3 clusters Score -1775753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1775755.375000 Penalty: 4813.788574
	Iteration 37Q: 3 clusters Score -1775755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1775756.875000 Penalty: 4813.788574
	Iteration 38Q: 3 clusters Score -1775757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1775758.750000 Penalty: 4813.788574
	Iteration 39Q: 3 clusters Score -1775759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1775758.125000 Penalty: 4813.788574
	Iteration 40F: 3 clusters Score -1775758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1775759.625000 Penalty: 4813.788574
	Iteration 41Q: 3 clusters Score -1775760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1775762.750000 Penalty: 4813.788574
	Iteration 42Q: 3 clusters Score -1775763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1775760.250000 Penalty: 4813.788574
	Iteration 43Q: 3 clusters Score -1775760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1775765.875000 Penalty: 4813.788574
	Iteration 44Q: 3 clusters Score -1775766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1775768.125000 Penalty: 4813.788574
	Iteration 45Q: 3 clusters Score -1775768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1775771.375000 Penalty: 4813.788574
	Iteration 46Q: 3 clusters Score -1775771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1775776.250000 Penalty: 4813.788574
	Iteration 47Q: 3 clusters Score -1775776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1775779.250000 Penalty: 4813.788574
	Iteration 48Q: 3 clusters Score -1775779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1775777.500000 Penalty: 4813.788574
	Iteration 49Q: 3 clusters Score -1775778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1775778.875000 Penalty: 4813.788574
	Iteration 50Q: 3 clusters Score -1775779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1775779.875000 Penalty: 4813.788574
	Iteration 51Q: 3 clusters Score -1775780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1775786.000000 Penalty: 4813.788574
	Iteration 52Q: 3 clusters Score -1775786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1775786.000000 Penalty: 4813.788574
	Iteration 53Q: 3 clusters Score -1775786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1775792.250000 Penalty: 4813.788574
	Iteration 54Q: 3 clusters Score -1775792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1775787.000000 Penalty: 4813.788574
	Iteration 55Q: 3 clusters Score -1775787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1775784.625000 Penalty: 4813.788574
	Iteration 56Q: 3 clusters Score -1775785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1775781.125000 Penalty: 4813.788574
	Iteration 57Q: 3 clusters Score -1775781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1775786.625000 Penalty: 4813.788574
	Iteration 58Q: 3 clusters Score -1775787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1775785.000000 Penalty: 4813.788574
	Iteration 59Q: 3 clusters Score -1775785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1775789.375000 Penalty: 4813.788574
	Iteration 60F: 3 clusters Score -1775789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1775790.875000 Penalty: 4813.788574
	Iteration 61Q: 3 clusters Score -1775791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1775794.750000 Penalty: 4813.788574
	Iteration 62Q: 3 clusters Score -1775795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1775793.625000 Penalty: 4813.788574
	Iteration 63Q: 3 clusters Score -1775794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1775793.250000 Penalty: 4813.788574
	Iteration 64Q: 3 clusters Score -1775793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1775799.375000 Penalty: 4813.788574
	Iteration 65Q: 3 clusters Score -1775799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1775801.250000 Penalty: 4813.788574
	Iteration 66Q: 3 clusters Score -1775801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1775806.125000 Penalty: 4813.788574
	Iteration 67Q: 3 clusters Score -1775806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1775802.625000 Penalty: 4813.788574
	Iteration 68Q: 3 clusters Score -1775803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1775804.125000 Penalty: 4813.788574
	Iteration 69Q: 3 clusters Score -1775804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1775802.125000 Penalty: 4813.788574
	Iteration 70Q: 3 clusters Score -1775802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1775807.250000 Penalty: 4813.788574
	Iteration 71Q: 3 clusters Score -1775807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1775806.375000 Penalty: 4813.788574
	Iteration 72Q: 3 clusters Score -1775806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1775809.125000 Penalty: 4813.788574
	Iteration 73Q: 3 clusters Score -1775809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1775809.625000 Penalty: 4813.788574
	Iteration 74Q: 3 clusters Score -1775810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1775807.625000 Penalty: 4813.788574
	Iteration 75Q: 3 clusters Score -1775808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1775809.000000 Penalty: 4813.788574
	Iteration 76Q: 3 clusters Score -1775809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1775809.000000 Penalty: 4813.788574
	Iteration 77F: 3 clusters Score -1775809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -1066362.250000 Penalty: 2269.635742
	Iteration 0F: 2 clusters Score -1066362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1058918.625000 Penalty: 4539.271484
	Iteration 0F: 3 clusters Score -1058919 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1061223.000000 Penalty: 4539.271484
	Iteration 1F: 3 clusters Score -1061223 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1061804.250000 Penalty: 4539.271484
	Iteration 2F: 3 clusters Score -1061804 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1062288.125000 Penalty: 4539.271484
	Iteration 3F: 3 clusters Score -1062288 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1062748.875000 Penalty: 4539.271484
	Iteration 4F: 3 clusters Score -1062749 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1063155.750000 Penalty: 4539.271484
	Iteration 5F: 3 clusters Score -1063156 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1063519.875000 Penalty: 4539.271484
	Iteration 6F: 3 clusters Score -1063520 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1063799.625000 Penalty: 4539.271484
	Iteration 7Q: 3 clusters Score -1063800 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1064055.875000 Penalty: 4539.271484
	Iteration 8Q: 3 clusters Score -1064056 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1064255.750000 Penalty: 4539.271484
	Iteration 9Q: 3 clusters Score -1064256 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1064402.000000 Penalty: 4539.271484
	Iteration 10Q: 3 clusters Score -1064402 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1064525.500000 Penalty: 4539.271484
	Iteration 11Q: 3 clusters Score -1064526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1064610.875000 Penalty: 4539.271484
	Iteration 12Q: 3 clusters Score -1064611 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1064667.125000 Penalty: 4539.271484
	Iteration 13Q: 3 clusters Score -1064667 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1064718.625000 Penalty: 4539.271484
	Iteration 14Q: 3 clusters Score -1064719 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1064773.500000 Penalty: 4539.271484
	Iteration 15Q: 3 clusters Score -1064774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1064813.000000 Penalty: 4539.271484
	Iteration 16Q: 3 clusters Score -1064813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1064845.625000 Penalty: 4539.271484
	Iteration 17Q: 3 clusters Score -1064846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1064867.250000 Penalty: 4539.271484
	Iteration 18Q: 3 clusters Score -1064867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1064890.000000 Penalty: 4539.271484
	Iteration 19Q: 3 clusters Score -1064890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1064910.375000 Penalty: 4539.271484
	Iteration 20F: 3 clusters Score -1064910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1064930.500000 Penalty: 4539.271484
	Iteration 21Q: 3 clusters Score -1064930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1064946.250000 Penalty: 4539.271484
	Iteration 22Q: 3 clusters Score -1064946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1064954.625000 Penalty: 4539.271484
	Iteration 23Q: 3 clusters Score -1064955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1064967.500000 Penalty: 4539.271484
	Iteration 24Q: 3 clusters Score -1064968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1064977.875000 Penalty: 4539.271484
	Iteration 25Q: 3 clusters Score -1064978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1064990.125000 Penalty: 4539.271484
	Iteration 26Q: 3 clusters Score -1064990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1065002.500000 Penalty: 4539.271484
	Iteration 27Q: 3 clusters Score -1065002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1065007.750000 Penalty: 4539.271484
	Iteration 28Q: 3 clusters Score -1065008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1065014.125000 Penalty: 4539.271484
	Iteration 29Q: 3 clusters Score -1065014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1065020.250000 Penalty: 4539.271484
	Iteration 30Q: 3 clusters Score -1065020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1065033.750000 Penalty: 4539.271484
	Iteration 31Q: 3 clusters Score -1065034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1065043.750000 Penalty: 4539.271484
	Iteration 32Q: 3 clusters Score -1065044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1065051.875000 Penalty: 4539.271484
	Iteration 33Q: 3 clusters Score -1065052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1065066.875000 Penalty: 4539.271484
	Iteration 34Q: 3 clusters Score -1065067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1065075.000000 Penalty: 4539.271484
	Iteration 35Q: 3 clusters Score -1065075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1065083.500000 Penalty: 4539.271484
	Iteration 36Q: 3 clusters Score -1065084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1065091.625000 Penalty: 4539.271484
	Iteration 37Q: 3 clusters Score -1065092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1065100.000000 Penalty: 4539.271484
	Iteration 38Q: 3 clusters Score -1065100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1065110.125000 Penalty: 4539.271484
	Iteration 39Q: 3 clusters Score -1065110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1065119.750000 Penalty: 4539.271484
	Iteration 40F: 3 clusters Score -1065120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1065128.375000 Penalty: 4539.271484
	Iteration 41Q: 3 clusters Score -1065128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1065137.250000 Penalty: 4539.271484
	Iteration 42Q: 3 clusters Score -1065137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1065143.750000 Penalty: 4539.271484
	Iteration 43Q: 3 clusters Score -1065144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1065149.875000 Penalty: 4539.271484
	Iteration 44Q: 3 clusters Score -1065150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1065161.250000 Penalty: 4539.271484
	Iteration 45Q: 3 clusters Score -1065161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1065163.000000 Penalty: 4539.271484
	Iteration 46Q: 3 clusters Score -1065163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1065169.375000 Penalty: 4539.271484
	Iteration 47Q: 3 clusters Score -1065169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1065171.750000 Penalty: 4539.271484
	Iteration 48Q: 3 clusters Score -1065172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1065172.625000 Penalty: 4539.271484
	Iteration 49Q: 3 clusters Score -1065173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1065173.875000 Penalty: 4539.271484
	Iteration 50Q: 3 clusters Score -1065174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1065176.875000 Penalty: 4539.271484
	Iteration 51Q: 3 clusters Score -1065177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1065180.375000 Penalty: 4539.271484
	Iteration 52Q: 3 clusters Score -1065180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1065181.250000 Penalty: 4539.271484
	Iteration 53Q: 3 clusters Score -1065181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1065181.250000 Penalty: 4539.271484
	Iteration 54Q: 3 clusters Score -1065181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1065182.500000 Penalty: 4539.271484
	Iteration 55Q: 3 clusters Score -1065182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1065182.500000 Penalty: 4539.271484
	Iteration 56F: 3 clusters Score -1065182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Entering Unmasked Estep 
Score: -4296489.000000 Penalty: 2613.883545
	Iteration 0F: 2 clusters Score -4296489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4270841.500000 Penalty: 5227.767090
	Iteration 0F: 3 clusters Score -4270842 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4280263.000000 Penalty: 5227.767090
	Iteration 1F: 3 clusters Score -4280263 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4280812.000000 Penalty: 5227.767090
	Iteration 2Q: 3 clusters Score -4280812 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4281385.500000 Penalty: 5227.767090
	Iteration 3Q: 3 clusters Score -4281386 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4281983.000000 Penalty: 5227.767090
	Iteration 4Q: 3 clusters Score -4281983 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4282737.000000 Penalty: 5227.767090
	Iteration 5Q: 3 clusters Score -4282737 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4283730.000000 Penalty: 5227.767090
	Iteration 6F: 3 clusters Score -4283730 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4285070.000000 Penalty: 5227.767090
	Iteration 7F: 3 clusters Score -4285070 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4286893.500000 Penalty: 5227.767090
	Iteration 8F: 3 clusters Score -4286894 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4288893.000000 Penalty: 5227.767090
	Iteration 9F: 3 clusters Score -4288893 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4290524.500000 Penalty: 5227.767090
	Iteration 10F: 3 clusters Score -4290524 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -4291375.000000 Penalty: 5227.767090
	Iteration 11Q: 3 clusters Score -4291375 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4291724.500000 Penalty: 5227.767090
	Iteration 12Q: 3 clusters Score -4291724 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4291942.000000 Penalty: 5227.767090
	Iteration 13Q: 3 clusters Score -4291942 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4292091.500000 Penalty: 5227.767090
	Iteration 14Q: 3 clusters Score -4292092 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4292242.000000 Penalty: 5227.767090
	Iteration 15Q: 3 clusters Score -4292242 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -4292354.500000 Penalty: 5227.767090
	Iteration 16Q: 3 clusters Score -4292354 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -4292483.000000 Penalty: 5227.767090
	Iteration 17Q: 3 clusters Score -4292483 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -4292570.000000 Penalty: 5227.767090
	Iteration 18Q: 3 clusters Score -4292570 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4292688.500000 Penalty: 5227.767090
	Iteration 19Q: 3 clusters Score -4292688 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -4292773.500000 Penalty: 5227.767090
	Iteration 20F: 3 clusters Score -4292774 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4292862.500000 Penalty: 5227.767090
	Iteration 21Q: 3 clusters Score -4292862 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4292958.000000 Penalty: 5227.767090
	Iteration 22Q: 3 clusters Score -4292958 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4293042.000000 Penalty: 5227.767090
	Iteration 23Q: 3 clusters Score -4293042 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4293106.500000 Penalty: 5227.767090
	Iteration 24Q: 3 clusters Score -4293106 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4293191.500000 Penalty: 5227.767090
	Iteration 25Q: 3 clusters Score -4293192 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4293263.500000 Penalty: 5227.767090
	Iteration 26Q: 3 clusters Score -4293264 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4293331.500000 Penalty: 5227.767090
	Iteration 27Q: 3 clusters Score -4293332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4293425.000000 Penalty: 5227.767090
	Iteration 28Q: 3 clusters Score -4293425 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4293512.500000 Penalty: 5227.767090
	Iteration 29Q: 3 clusters Score -4293512 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4293601.500000 Penalty: 5227.767090
	Iteration 30Q: 3 clusters Score -4293602 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4293677.000000 Penalty: 5227.767090
	Iteration 31Q: 3 clusters Score -4293677 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4293744.500000 Penalty: 5227.767090
	Iteration 32Q: 3 clusters Score -4293744 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4293831.000000 Penalty: 5227.767090
	Iteration 33Q: 3 clusters Score -4293831 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4293931.000000 Penalty: 5227.767090
	Iteration 34Q: 3 clusters Score -4293931 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4294038.500000 Penalty: 5227.767090
	Iteration 35Q: 3 clusters Score -4294038 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4294123.500000 Penalty: 5227.767090
	Iteration 36Q: 3 clusters Score -4294124 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4294187.500000 Penalty: 5227.767090
	Iteration 37Q: 3 clusters Score -4294188 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4294247.500000 Penalty: 5227.767090
	Iteration 38Q: 3 clusters Score -4294248 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4294296.500000 Penalty: 5227.767090
	Iteration 39Q: 3 clusters Score -4294296 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4294335.000000 Penalty: 5227.767090
	Iteration 40F: 3 clusters Score -4294335 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4294359.000000 Penalty: 5227.767090
	Iteration 41Q: 3 clusters Score -4294359 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4294404.000000 Penalty: 5227.767090
	Iteration 42Q: 3 clusters Score -4294404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4294432.000000 Penalty: 5227.767090
	Iteration 43Q: 3 clusters Score -4294432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4294468.500000 Penalty: 5227.767090
	Iteration 44Q: 3 clusters Score -4294468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4294482.500000 Penalty: 5227.767090
	Iteration 45Q: 3 clusters Score -4294482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4294503.000000 Penalty: 5227.767090
	Iteration 46Q: 3 clusters Score -4294503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4294510.500000 Penalty: 5227.767090
	Iteration 47Q: 3 clusters Score -4294510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4294529.000000 Penalty: 5227.767090
	Iteration 48Q: 3 clusters Score -4294529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4294538.000000 Penalty: 5227.767090
	Iteration 49Q: 3 clusters Score -4294538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4294566.000000 Penalty: 5227.767090
	Iteration 50Q: 3 clusters Score -4294566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4294575.500000 Penalty: 5227.767090
	Iteration 51Q: 3 clusters Score -4294576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4294588.000000 Penalty: 5227.767090
	Iteration 52Q: 3 clusters Score -4294588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4294591.000000 Penalty: 5227.767090
	Iteration 53Q: 3 clusters Score -4294591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4294602.000000 Penalty: 5227.767090
	Iteration 54Q: 3 clusters Score -4294602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4294609.500000 Penalty: 5227.767090
	Iteration 55Q: 3 clusters Score -4294610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4294620.000000 Penalty: 5227.767090
	Iteration 56Q: 3 clusters Score -4294620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4294621.000000 Penalty: 5227.767090
	Iteration 57Q: 3 clusters Score -4294621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4294633.000000 Penalty: 5227.767090
	Iteration 58Q: 3 clusters Score -4294633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4294633.500000 Penalty: 5227.767090
	Iteration 59Q: 3 clusters Score -4294634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4294640.500000 Penalty: 5227.767090
	Iteration 60F: 3 clusters Score -4294640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4294640.000000 Penalty: 5227.767090
	Iteration 61Q: 3 clusters Score -4294640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4294638.000000 Penalty: 5227.767090
	Iteration 62Q: 3 clusters Score -4294638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4294634.000000 Penalty: 5227.767090
	Iteration 63Q: 3 clusters Score -4294634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4294637.500000 Penalty: 5227.767090
	Iteration 64Q: 3 clusters Score -4294638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4294640.000000 Penalty: 5227.767090
	Iteration 65Q: 3 clusters Score -4294640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4294642.000000 Penalty: 5227.767090
	Iteration 66Q: 3 clusters Score -4294642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4294648.000000 Penalty: 5227.767090
	Iteration 67Q: 3 clusters Score -4294648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4294654.000000 Penalty: 5227.767090
	Iteration 68Q: 3 clusters Score -4294654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4294670.000000 Penalty: 5227.767090
	Iteration 69Q: 3 clusters Score -4294670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4294672.000000 Penalty: 5227.767090
	Iteration 70Q: 3 clusters Score -4294672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4294685.500000 Penalty: 5227.767090
	Iteration 71Q: 3 clusters Score -4294686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4294701.500000 Penalty: 5227.767090
	Iteration 72Q: 3 clusters Score -4294702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4294707.000000 Penalty: 5227.767090
	Iteration 73Q: 3 clusters Score -4294707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4294712.000000 Penalty: 5227.767090
	Iteration 74Q: 3 clusters Score -4294712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4294723.000000 Penalty: 5227.767090
	Iteration 75Q: 3 clusters Score -4294723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4294723.000000 Penalty: 5227.767090
	Iteration 76Q: 3 clusters Score -4294723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4294724.000000 Penalty: 5227.767090
	Iteration 77Q: 3 clusters Score -4294724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4294718.500000 Penalty: 5227.767090
	Iteration 78Q: 3 clusters Score -4294718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4294723.500000 Penalty: 5227.767090
	Iteration 79Q: 3 clusters Score -4294724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4294726.500000 Penalty: 5227.767090
	Iteration 80F: 3 clusters Score -4294726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4294723.000000 Penalty: 5227.767090
	Iteration 81Q: 3 clusters Score -4294723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4294724.000000 Penalty: 5227.767090
	Iteration 82Q: 3 clusters Score -4294724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4294725.500000 Penalty: 5227.767090
	Iteration 83Q: 3 clusters Score -4294726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4294722.500000 Penalty: 5227.767090
	Iteration 84Q: 3 clusters Score -4294722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4294722.500000 Penalty: 5227.767090
	Iteration 85F: 3 clusters Score -4294722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Entering Unmasked Estep 
Score: -4324521.000000 Penalty: 2620.213379
	Iteration 0F: 2 clusters Score -4324521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4298180.500000 Penalty: 5240.426758
	Iteration 0F: 3 clusters Score -4298180 nChanged 17700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4307570.500000 Penalty: 5240.426758
	Iteration 1F: 3 clusters Score -4307570 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4307956.500000 Penalty: 5240.426758
	Iteration 2Q: 3 clusters Score -4307956 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4308362.500000 Penalty: 5240.426758
	Iteration 3Q: 3 clusters Score -4308362 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4308812.000000 Penalty: 5240.426758
	Iteration 4Q: 3 clusters Score -4308812 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4309457.000000 Penalty: 5240.426758
	Iteration 5Q: 3 clusters Score -4309457 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4310414.500000 Penalty: 5240.426758
	Iteration 6F: 3 clusters Score -4310414 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4311995.500000 Penalty: 5240.426758
	Iteration 7F: 3 clusters Score -4311996 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4314269.500000 Penalty: 5240.426758
	Iteration 8F: 3 clusters Score -4314270 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4317087.500000 Penalty: 5240.426758
	Iteration 9F: 3 clusters Score -4317088 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4319534.500000 Penalty: 5240.426758
	Iteration 10F: 3 clusters Score -4319534 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4321048.500000 Penalty: 5240.426758
	Iteration 11Q: 3 clusters Score -4321048 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4321758.000000 Penalty: 5240.426758
	Iteration 12Q: 3 clusters Score -4321758 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -4322032.000000 Penalty: 5240.426758
	Iteration 13Q: 3 clusters Score -4322032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -4322133.500000 Penalty: 5240.426758
	Iteration 14Q: 3 clusters Score -4322134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -4322183.500000 Penalty: 5240.426758
	Iteration 15Q: 3 clusters Score -4322184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4322208.000000 Penalty: 5240.426758
	Iteration 16Q: 3 clusters Score -4322208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -4322224.000000 Penalty: 5240.426758
	Iteration 17Q: 3 clusters Score -4322224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4322232.500000 Penalty: 5240.426758
	Iteration 18Q: 3 clusters Score -4322232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4322238.000000 Penalty: 5240.426758
	Iteration 19Q: 3 clusters Score -4322238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -4322244.500000 Penalty: 5240.426758
	Iteration 20F: 3 clusters Score -4322244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4322250.000000 Penalty: 5240.426758
	Iteration 21Q: 3 clusters Score -4322250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4322254.000000 Penalty: 5240.426758
	Iteration 22Q: 3 clusters Score -4322254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -4322259.000000 Penalty: 5240.426758
	Iteration 23Q: 3 clusters Score -4322259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -4322261.000000 Penalty: 5240.426758
	Iteration 24Q: 3 clusters Score -4322261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4322262.500000 Penalty: 5240.426758
	Iteration 25Q: 3 clusters Score -4322262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -4322270.000000 Penalty: 5240.426758
	Iteration 26Q: 3 clusters Score -4322270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -4322270.000000 Penalty: 5240.426758
	Iteration 27Q: 3 clusters Score -4322270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -4322275.000000 Penalty: 5240.426758
	Iteration 28Q: 3 clusters Score -4322275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4322273.000000 Penalty: 5240.426758
	Iteration 29Q: 3 clusters Score -4322273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4322273.000000 Penalty: 5240.426758
	Iteration 30F: 3 clusters Score -4322273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -44864.148438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -44864.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43410.652344 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -43410.65 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43552.503906 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -43552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43590.847656 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -43590.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43613.683594 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -43613.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43621.230469 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -43621.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43627.226562 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -43627.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43627.226562 Penalty: 3013.371582
	Iteration 6F: 3 clusters Score -43627.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231690 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 257772 members 
Mstep: Class 6 contains 21847 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54120 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 64059.687500
Iteration 279Q: 20 clusters Score -8.859085e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231688 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 257788 members 
Mstep: Class 6 contains 21829 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54122 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 64059.687500
Iteration 280F: 20 clusters Score -8.859086e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 231700 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43259 members 
Mstep: Class 5 contains 257797 members 
Mstep: Class 6 contains 21807 members 
Mstep: Class 7 contains 17632 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54127 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 64059.687500
Iteration 281Q: 20 clusters Score -8.859087e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 231710 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43259 members 
Mstep: Class 5 contains 257806 members 
Mstep: Class 6 contains 21786 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 7752 members 
Mstep: Class 9 contains 5638 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54134 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 37789 members 
Mstep: Class 21 contains 38771 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590888.000000 Penalty: 64059.687500
Iteration 282Q: 20 clusters Score -8.859089e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 231712 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 257824 members 
Mstep: Class 6 contains 21767 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 7749 members 
Mstep: Class 9 contains 5639 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54139 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 64059.687500
Iteration 283Q: 20 clusters Score -8.859087e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 231725 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43262 members 
Mstep: Class 5 contains 257820 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54141 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38774 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590888.000000 Penalty: 64059.687500
Iteration 284Q: 20 clusters Score -8.859089e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 231734 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43263 members 
Mstep: Class 5 contains 257821 members 
Mstep: Class 6 contains 21737 members 
Mstep: Class 7 contains 17625 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54142 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590864.000000 Penalty: 64059.687500
Iteration 285Q: 20 clusters Score -8.859086e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231740 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43266 members 
Mstep: Class 5 contains 257822 members 
Mstep: Class 6 contains 21720 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54144 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38771 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 64059.687500
Iteration 286Q: 20 clusters Score -8.859087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 231732 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43264 members 
Mstep: Class 5 contains 257829 members 
Mstep: Class 6 contains 21717 members 
Mstep: Class 7 contains 17621 members 
Mstep: Class 8 contains 7745 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54145 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9446 members 
Mstep: Class 20 contains 37793 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 64059.687500
Iteration 287Q: 20 clusters Score -8.859081e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 231722 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43264 members 
Mstep: Class 5 contains 257837 members 
Mstep: Class 6 contains 21714 members 
Mstep: Class 7 contains 17621 members 
Mstep: Class 8 contains 7742 members 
Mstep: Class 9 contains 5643 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54146 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 37793 members 
Mstep: Class 21 contains 38771 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590880.000000 Penalty: 64059.687500
Iteration 288Q: 20 clusters Score -8.859088e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 231716 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 43264 members 
Mstep: Class 5 contains 257844 members 
Mstep: Class 6 contains 21709 members 
Mstep: Class 7 contains 17624 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54147 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37795 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 64059.687500
Iteration 289Q: 20 clusters Score -8.859085e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 231714 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43268 members 
Mstep: Class 5 contains 257848 members 
Mstep: Class 6 contains 21702 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54147 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37796 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 64059.687500
Iteration 290Q: 20 clusters Score -8.859087e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 231727 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43271 members 
Mstep: Class 5 contains 257841 members 
Mstep: Class 6 contains 21688 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54150 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37798 members 
Mstep: Class 21 contains 38773 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 64059.687500
Iteration 291Q: 20 clusters Score -8.859086e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 231733 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43272 members 
Mstep: Class 5 contains 257845 members 
Mstep: Class 6 contains 21675 members 
Mstep: Class 7 contains 17621 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54150 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37798 members 
Mstep: Class 21 contains 38773 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590864.000000 Penalty: 64059.687500
Iteration 292Q: 20 clusters Score -8.859086e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 231742 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43276 members 
Mstep: Class 5 contains 257845 members 
Mstep: Class 6 contains 21658 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 7740 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54150 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37799 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 64059.687500
Iteration 293Q: 20 clusters Score -8.859085e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 231756 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43275 members 
Mstep: Class 5 contains 257839 members 
Mstep: Class 6 contains 21645 members 
Mstep: Class 7 contains 17624 members 
Mstep: Class 8 contains 7738 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54152 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37798 members 
Mstep: Class 21 contains 38773 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 64059.687500
Iteration 294Q: 20 clusters Score -8.859082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 231775 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43275 members 
Mstep: Class 5 contains 257839 members 
Mstep: Class 6 contains 21630 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17623 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37797 members 
Mstep: Class 21 contains 38774 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 64059.687500
Iteration 295Q: 20 clusters Score -8.859081e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 231795 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43275 members 
Mstep: Class 5 contains 257834 members 
Mstep: Class 6 contains 21615 members 
Mstep: Class 7 contains 17621 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54154 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17622 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37797 members 
Mstep: Class 21 contains 38777 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590896.000000 Penalty: 64059.687500
Iteration 296Q: 20 clusters Score -8.85909e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 231808 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43276 members 
Mstep: Class 5 contains 257839 members 
Mstep: Class 6 contains 21599 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54157 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 37793 members 
Mstep: Class 21 contains 38779 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590904.000000 Penalty: 64059.687500
Iteration 297Q: 20 clusters Score -8.85909e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 231818 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43278 members 
Mstep: Class 5 contains 257851 members 
Mstep: Class 6 contains 21577 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 5658 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54160 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38777 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 64059.687500
Iteration 298Q: 20 clusters Score -8.859091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 231820 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43281 members 
Mstep: Class 5 contains 257863 members 
Mstep: Class 6 contains 21561 members 
Mstep: Class 7 contains 17618 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54161 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38775 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590960.000000 Penalty: 64059.687500
Iteration 299Q: 20 clusters Score -8.859096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 231809 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43285 members 
Mstep: Class 5 contains 257869 members 
Mstep: Class 6 contains 21555 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 5661 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54163 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9451 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38775 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590952.000000 Penalty: 64059.687500
Iteration 300F: 20 clusters Score -8.859095e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 231809 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43286 members 
Mstep: Class 5 contains 257874 members 
Mstep: Class 6 contains 21550 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54163 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38775 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590960.000000 Penalty: 64059.687500
Iteration 301Q: 20 clusters Score -8.859096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 231811 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43286 members 
Mstep: Class 5 contains 257874 members 
Mstep: Class 6 contains 21541 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 7717 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54167 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17618 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38776 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590912.000000 Penalty: 64059.687500
Iteration 302Q: 20 clusters Score -8.859091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 231811 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43285 members 
Mstep: Class 5 contains 257881 members 
Mstep: Class 6 contains 21535 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 7710 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54168 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17618 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38776 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590928.000000 Penalty: 64059.687500
Iteration 303Q: 20 clusters Score -8.859093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 231814 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43285 members 
Mstep: Class 5 contains 257882 members 
Mstep: Class 6 contains 21532 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54169 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37789 members 
Mstep: Class 21 contains 38777 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590928.000000 Penalty: 64059.687500
Iteration 304Q: 20 clusters Score -8.859093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 231818 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257881 members 
Mstep: Class 6 contains 21530 members 
Mstep: Class 7 contains 17624 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54165 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37787 members 
Mstep: Class 21 contains 38779 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590872.000000 Penalty: 64059.687500
Iteration 305Q: 20 clusters Score -8.859087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 231817 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257880 members 
Mstep: Class 6 contains 21529 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54167 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37787 members 
Mstep: Class 21 contains 38781 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590824.000000 Penalty: 64059.687500
Iteration 306Q: 20 clusters Score -8.859082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 231820 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43286 members 
Mstep: Class 5 contains 257881 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54169 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37788 members 
Mstep: Class 21 contains 38782 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590848.000000 Penalty: 64059.687500
Iteration 307Q: 20 clusters Score -8.859085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 231816 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257884 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17616 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54172 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37789 members 
Mstep: Class 21 contains 38783 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 64059.687500
Iteration 308Q: 20 clusters Score -8.859086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 231811 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257886 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54172 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38784 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590824.000000 Penalty: 64059.687500
Iteration 309Q: 20 clusters Score -8.859082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 231805 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257893 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54171 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38782 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590776.000000 Penalty: 64059.687500
Iteration 310Q: 20 clusters Score -8.859078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 231803 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257891 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54171 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38782 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590816.000000 Penalty: 64059.687500
Iteration 311Q: 20 clusters Score -8.859082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 231800 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257892 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54171 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38783 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590832.000000 Penalty: 64059.687500
Iteration 312Q: 20 clusters Score -8.859083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 231795 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257893 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54172 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 38784 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590824.000000 Penalty: 64059.687500
Iteration 313Q: 20 clusters Score -8.859082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 231788 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43290 members 
Mstep: Class 5 contains 257896 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54174 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38785 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590856.000000 Penalty: 64059.687500
Iteration 314Q: 20 clusters Score -8.859086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231786 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43290 members 
Mstep: Class 5 contains 257895 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54177 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38785 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590840.000000 Penalty: 64059.687500
Iteration 315Q: 20 clusters Score -8.859084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231782 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43291 members 
Mstep: Class 5 contains 257897 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54179 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 38785 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590800.000000 Penalty: 64059.687500
Iteration 316Q: 20 clusters Score -8.85908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231779 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43291 members 
Mstep: Class 5 contains 257901 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54178 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38786 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590808.000000 Penalty: 64059.687500
Iteration 317Q: 20 clusters Score -8.859081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231774 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43290 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54180 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38787 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590776.000000 Penalty: 64059.687500
Iteration 318Q: 20 clusters Score -8.859078e+07 nChanged 6
Entering ConstructFrom: 
Score: -88590776.000000 Penalty: 64059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (37180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Entering Unmasked Estep 
Score: -4207782.000000 Penalty: 2609.834473
	Iteration 0F: 2 clusters Score -4207782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4182697.000000 Penalty: 5219.668945
	Iteration 0F: 3 clusters Score -4182697 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4192166.750000 Penalty: 5219.668945
	Iteration 1F: 3 clusters Score -4192167 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -4193005.500000 Penalty: 5219.668945
	Iteration 2Q: 3 clusters Score -4193006 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4193864.250000 Penalty: 5219.668945
	Iteration 3Q: 3 clusters Score -4193864 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4194680.000000 Penalty: 5219.668945
	Iteration 4Q: 3 clusters Score -4194680 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4195513.500000 Penalty: 5219.668945
	Iteration 5Q: 3 clusters Score -4195514 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4196392.500000 Penalty: 5219.668945
	Iteration 6Q: 3 clusters Score -4196392 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4197322.000000 Penalty: 5219.668945
	Iteration 7Q: 3 clusters Score -4197322 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4198259.000000 Penalty: 5219.668945
	Iteration 8Q: 3 clusters Score -4198259 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4199195.000000 Penalty: 5219.668945
	Iteration 9Q: 3 clusters Score -4199195 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4200112.000000 Penalty: 5219.668945
	Iteration 10Q: 3 clusters Score -4200112 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4200875.500000 Penalty: 5219.668945
	Iteration 11Q: 3 clusters Score -4200876 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4201346.500000 Penalty: 5219.668945
	Iteration 12Q: 3 clusters Score -4201346 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -4201651.000000 Penalty: 5219.668945
	Iteration 13Q: 3 clusters Score -4201651 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -4201853.000000 Penalty: 5219.668945
	Iteration 14Q: 3 clusters Score -4201853 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4201988.000000 Penalty: 5219.668945
	Iteration 15Q: 3 clusters Score -4201988 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4202086.000000 Penalty: 5219.668945
	Iteration 16Q: 3 clusters Score -4202086 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4202205.500000 Penalty: 5219.668945
	Iteration 17Q: 3 clusters Score -4202206 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -4202295.000000 Penalty: 5219.668945
	Iteration 18Q: 3 clusters Score -4202295 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -4202368.500000 Penalty: 5219.668945
	Iteration 19Q: 3 clusters Score -4202368 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4202423.000000 Penalty: 5219.668945
	Iteration 20F: 3 clusters Score -4202423 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4202492.500000 Penalty: 5219.668945
	Iteration 21Q: 3 clusters Score -4202492 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4202537.000000 Penalty: 5219.668945
	Iteration 22Q: 3 clusters Score -4202537 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -4202592.500000 Penalty: 5219.668945
	Iteration 23Q: 3 clusters Score -4202592 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -4202683.500000 Penalty: 5219.668945
	Iteration 24Q: 3 clusters Score -4202684 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -4202766.000000 Penalty: 5219.668945
	Iteration 25Q: 3 clusters Score -4202766 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -4202814.000000 Penalty: 5219.668945
	Iteration 26Q: 3 clusters Score -4202814 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4202887.000000 Penalty: 5219.668945
	Iteration 27Q: 3 clusters Score -4202887 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4202975.500000 Penalty: 5219.668945
	Iteration 28Q: 3 clusters Score -4202976 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4203074.000000 Penalty: 5219.668945
	Iteration 29Q: 3 clusters Score -4203074 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4203134.500000 Penalty: 5219.668945
	Iteration 30Q: 3 clusters Score -4203134 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4203192.500000 Penalty: 5219.668945
	Iteration 31Q: 3 clusters Score -4203192 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4203253.500000 Penalty: 5219.668945
	Iteration 32Q: 3 clusters Score -4203254 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4203348.500000 Penalty: 5219.668945
	Iteration 33Q: 3 clusters Score -4203348 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4203419.500000 Penalty: 5219.668945
	Iteration 34Q: 3 clusters Score -4203420 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4203487.500000 Penalty: 5219.668945
	Iteration 35Q: 3 clusters Score -4203488 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -4203563.500000 Penalty: 5219.668945
	Iteration 36Q: 3 clusters Score -4203564 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4203624.500000 Penalty: 5219.668945
	Iteration 37Q: 3 clusters Score -4203624 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4203686.500000 Penalty: 5219.668945
	Iteration 38Q: 3 clusters Score -4203686 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4203729.500000 Penalty: 5219.668945
	Iteration 39Q: 3 clusters Score -4203730 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4203795.500000 Penalty: 5219.668945
	Iteration 40F: 3 clusters Score -4203796 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4203865.500000 Penalty: 5219.668945
	Iteration 41Q: 3 clusters Score -4203866 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4203945.500000 Penalty: 5219.668945
	Iteration 42Q: 3 clusters Score -4203946 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4203994.500000 Penalty: 5219.668945
	Iteration 43Q: 3 clusters Score -4203994 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -4204088.500000 Penalty: 5219.668945
	Iteration 44Q: 3 clusters Score -4204088 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4204155.500000 Penalty: 5219.668945
	Iteration 45Q: 3 clusters Score -4204156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4204233.500000 Penalty: 5219.668945
	Iteration 46Q: 3 clusters Score -4204234 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4204303.500000 Penalty: 5219.668945
	Iteration 47Q: 3 clusters Score -4204304 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4204390.000000 Penalty: 5219.668945
	Iteration 48Q: 3 clusters Score -4204390 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4204478.000000 Penalty: 5219.668945
	Iteration 49Q: 3 clusters Score -4204478 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4204570.000000 Penalty: 5219.668945
	Iteration 50Q: 3 clusters Score -4204570 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4204631.500000 Penalty: 5219.668945
	Iteration 51Q: 3 clusters Score -4204632 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4204687.000000 Penalty: 5219.668945
	Iteration 52Q: 3 clusters Score -4204687 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -4204745.500000 Penalty: 5219.668945
	Iteration 53Q: 3 clusters Score -4204746 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4204803.000000 Penalty: 5219.668945
	Iteration 54Q: 3 clusters Score -4204803 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4204862.500000 Penalty: 5219.668945
	Iteration 55Q: 3 clusters Score -4204862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -4204917.500000 Penalty: 5219.668945
	Iteration 56Q: 3 clusters Score -4204918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4204966.000000 Penalty: 5219.668945
	Iteration 57Q: 3 clusters Score -4204966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -4205017.000000 Penalty: 5219.668945
	Iteration 58Q: 3 clusters Score -4205017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4205047.000000 Penalty: 5219.668945
	Iteration 59Q: 3 clusters Score -4205047 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4205118.500000 Penalty: 5219.668945
	Iteration 60F: 3 clusters Score -4205118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4205158.500000 Penalty: 5219.668945
	Iteration 61Q: 3 clusters Score -4205158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -4205187.500000 Penalty: 5219.668945
	Iteration 62Q: 3 clusters Score -4205188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -4205225.000000 Penalty: 5219.668945
	Iteration 63Q: 3 clusters Score -4205225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4205243.000000 Penalty: 5219.668945
	Iteration 64Q: 3 clusters Score -4205243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4205278.000000 Penalty: 5219.668945
	Iteration 65Q: 3 clusters Score -4205278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4205291.000000 Penalty: 5219.668945
	Iteration 66Q: 3 clusters Score -4205291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4205305.500000 Penalty: 5219.668945
	Iteration 67Q: 3 clusters Score -4205306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4205324.500000 Penalty: 5219.668945
	Iteration 68Q: 3 clusters Score -4205324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4205339.500000 Penalty: 5219.668945
	Iteration 69Q: 3 clusters Score -4205340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4205359.500000 Penalty: 5219.668945
	Iteration 70Q: 3 clusters Score -4205360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4205385.000000 Penalty: 5219.668945
	Iteration 71Q: 3 clusters Score -4205385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4205392.500000 Penalty: 5219.668945
	Iteration 72Q: 3 clusters Score -4205392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4205409.000000 Penalty: 5219.668945
	Iteration 73Q: 3 clusters Score -4205409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4205426.000000 Penalty: 5219.668945
	Iteration 74Q: 3 clusters Score -4205426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4205453.000000 Penalty: 5219.668945
	Iteration 75Q: 3 clusters Score -4205453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4205481.500000 Penalty: 5219.668945
	Iteration 76Q: 3 clusters Score -4205482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4205496.500000 Penalty: 5219.668945
	Iteration 77Q: 3 clusters Score -4205496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4205506.500000 Penalty: 5219.668945
	Iteration 78Q: 3 clusters Score -4205506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4205522.500000 Penalty: 5219.668945
	Iteration 79Q: 3 clusters Score -4205522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4205538.500000 Penalty: 5219.668945
	Iteration 80F: 3 clusters Score -4205538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4205544.500000 Penalty: 5219.668945
	Iteration 81Q: 3 clusters Score -4205544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4205564.500000 Penalty: 5219.668945
	Iteration 82Q: 3 clusters Score -4205564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4205574.500000 Penalty: 5219.668945
	Iteration 83Q: 3 clusters Score -4205574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4205579.500000 Penalty: 5219.668945
	Iteration 84Q: 3 clusters Score -4205580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4205589.500000 Penalty: 5219.668945
	Iteration 85Q: 3 clusters Score -4205590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4205590.000000 Penalty: 5219.668945
	Iteration 86Q: 3 clusters Score -4205590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4205598.000000 Penalty: 5219.668945
	Iteration 87Q: 3 clusters Score -4205598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4205609.000000 Penalty: 5219.668945
	Iteration 88Q: 3 clusters Score -4205609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4205610.500000 Penalty: 5219.668945
	Iteration 89Q: 3 clusters Score -4205610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4205614.000000 Penalty: 5219.668945
	Iteration 90Q: 3 clusters Score -4205614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4205616.000000 Penalty: 5219.668945
	Iteration 91Q: 3 clusters Score -4205616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4205625.500000 Penalty: 5219.668945
	Iteration 92Q: 3 clusters Score -4205626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4205628.500000 Penalty: 5219.668945
	Iteration 93Q: 3 clusters Score -4205628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4205634.500000 Penalty: 5219.668945
	Iteration 94Q: 3 clusters Score -4205634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4205633.500000 Penalty: 5219.668945
	Iteration 95Q: 3 clusters Score -4205634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4205637.500000 Penalty: 5219.668945
	Iteration 96Q: 3 clusters Score -4205638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4205636.000000 Penalty: 5219.668945
	Iteration 97Q: 3 clusters Score -4205636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4205641.000000 Penalty: 5219.668945
	Iteration 98Q: 3 clusters Score -4205641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4205644.500000 Penalty: 5219.668945
	Iteration 99Q: 3 clusters Score -4205644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4205640.000000 Penalty: 5219.668945
	Iteration 100F: 3 clusters Score -4205640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4205641.500000 Penalty: 5219.668945
	Iteration 101Q: 3 clusters Score -4205642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4205640.500000 Penalty: 5219.668945
	Iteration 102Q: 3 clusters Score -4205640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4205644.000000 Penalty: 5219.668945
	Iteration 103Q: 3 clusters Score -4205644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4205648.000000 Penalty: 5219.668945
	Iteration 104Q: 3 clusters Score -4205648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4205650.000000 Penalty: 5219.668945
	Iteration 105Q: 3 clusters Score -4205650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4205649.500000 Penalty: 5219.668945
	Iteration 106Q: 3 clusters Score -4205650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4205649.500000 Penalty: 5219.668945
	Iteration 107F: 3 clusters Score -4205650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231772 members 
Entering Unmasked Estep 
Score: -25957706.000000 Penalty: 3063.670166
	Iteration 0F: 2 clusters Score -2.595771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -25807236.000000 Penalty: 6127.340332
	Iteration 0F: 3 clusters Score -2.580724e+07 nChanged 112015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -25873306.000000 Penalty: 6127.340332
	Iteration 1F: 3 clusters Score -2.587331e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -25874362.000000 Penalty: 6127.340332
	Iteration 2Q: 3 clusters Score -2.587436e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -25875498.000000 Penalty: 6127.340332
	Iteration 3Q: 3 clusters Score -2.58755e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -25876850.000000 Penalty: 6127.340332
	Iteration 4Q: 3 clusters Score -2.587685e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 112339 members 
Entering Unmasked Estep 
Score: -25878522.000000 Penalty: 6127.340332
	Iteration 5Q: 3 clusters Score -2.587852e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -25880916.000000 Penalty: 6127.340332
	Iteration 6Q: 3 clusters Score -2.588092e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -25883782.000000 Penalty: 6127.340332
	Iteration 7Q: 3 clusters Score -2.588378e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -25887790.000000 Penalty: 6127.340332
	Iteration 8Q: 3 clusters Score -2.588779e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128990 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -25893044.000000 Penalty: 6127.340332
	Iteration 9Q: 3 clusters Score -2.589304e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133936 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -25899576.000000 Penalty: 6127.340332
	Iteration 10F: 3 clusters Score -2.589958e+07 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -25906998.000000 Penalty: 6127.340332
	Iteration 11F: 3 clusters Score -2.5907e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -25914266.000000 Penalty: 6127.340332
	Iteration 12F: 3 clusters Score -2.591427e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -25920648.000000 Penalty: 6127.340332
	Iteration 13F: 3 clusters Score -2.592065e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -25926530.000000 Penalty: 6127.340332
	Iteration 14Q: 3 clusters Score -2.592653e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -25930794.000000 Penalty: 6127.340332
	Iteration 15Q: 3 clusters Score -2.593079e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171928 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -25934448.000000 Penalty: 6127.340332
	Iteration 16Q: 3 clusters Score -2.593445e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176913 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -25937574.000000 Penalty: 6127.340332
	Iteration 17Q: 3 clusters Score -2.593757e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181301 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -25940476.000000 Penalty: 6127.340332
	Iteration 18Q: 3 clusters Score -2.594048e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185261 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -25943446.000000 Penalty: 6127.340332
	Iteration 19Q: 3 clusters Score -2.594345e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188870 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -25945818.000000 Penalty: 6127.340332
	Iteration 20F: 3 clusters Score -2.594582e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191839 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -25947692.000000 Penalty: 6127.340332
	Iteration 21Q: 3 clusters Score -2.594769e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194382 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -25948900.000000 Penalty: 6127.340332
	Iteration 22Q: 3 clusters Score -2.59489e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -25950042.000000 Penalty: 6127.340332
	Iteration 23Q: 3 clusters Score -2.595004e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198214 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -25950914.000000 Penalty: 6127.340332
	Iteration 24Q: 3 clusters Score -2.595091e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199796 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -25951444.000000 Penalty: 6127.340332
	Iteration 25Q: 3 clusters Score -2.595144e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201278 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -25951830.000000 Penalty: 6127.340332
	Iteration 26Q: 3 clusters Score -2.595183e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202656 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -25952362.000000 Penalty: 6127.340332
	Iteration 27Q: 3 clusters Score -2.595236e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203898 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -25952564.000000 Penalty: 6127.340332
	Iteration 28Q: 3 clusters Score -2.595256e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205054 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -25952878.000000 Penalty: 6127.340332
	Iteration 29Q: 3 clusters Score -2.595288e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206100 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -25953164.000000 Penalty: 6127.340332
	Iteration 30Q: 3 clusters Score -2.595316e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207097 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -25953386.000000 Penalty: 6127.340332
	Iteration 31Q: 3 clusters Score -2.595339e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208026 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -25953614.000000 Penalty: 6127.340332
	Iteration 32Q: 3 clusters Score -2.595361e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208898 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -25953698.000000 Penalty: 6127.340332
	Iteration 33Q: 3 clusters Score -2.59537e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209801 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -25953846.000000 Penalty: 6127.340332
	Iteration 34Q: 3 clusters Score -2.595385e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210674 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -25954028.000000 Penalty: 6127.340332
	Iteration 35Q: 3 clusters Score -2.595403e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211527 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -25954174.000000 Penalty: 6127.340332
	Iteration 36Q: 3 clusters Score -2.595417e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212390 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -25954334.000000 Penalty: 6127.340332
	Iteration 37Q: 3 clusters Score -2.595433e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213206 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -25954568.000000 Penalty: 6127.340332
	Iteration 38Q: 3 clusters Score -2.595457e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213964 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -25954706.000000 Penalty: 6127.340332
	Iteration 39Q: 3 clusters Score -2.595471e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214698 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -25954870.000000 Penalty: 6127.340332
	Iteration 40F: 3 clusters Score -2.595487e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215371 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -25955056.000000 Penalty: 6127.340332
	Iteration 41Q: 3 clusters Score -2.595506e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216011 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -25955264.000000 Penalty: 6127.340332
	Iteration 42Q: 3 clusters Score -2.595526e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216668 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -25955494.000000 Penalty: 6127.340332
	Iteration 43Q: 3 clusters Score -2.595549e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217311 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -25955600.000000 Penalty: 6127.340332
	Iteration 44Q: 3 clusters Score -2.59556e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217951 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -25955754.000000 Penalty: 6127.340332
	Iteration 45Q: 3 clusters Score -2.595575e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218588 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -25955844.000000 Penalty: 6127.340332
	Iteration 46Q: 3 clusters Score -2.595584e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219213 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -25955994.000000 Penalty: 6127.340332
	Iteration 47Q: 3 clusters Score -2.595599e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219822 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -25956050.000000 Penalty: 6127.340332
	Iteration 48Q: 3 clusters Score -2.595605e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220383 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -25956168.000000 Penalty: 6127.340332
	Iteration 49Q: 3 clusters Score -2.595617e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220912 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -25956214.000000 Penalty: 6127.340332
	Iteration 50Q: 3 clusters Score -2.595621e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221379 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -25956294.000000 Penalty: 6127.340332
	Iteration 51Q: 3 clusters Score -2.595629e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221840 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -25956222.000000 Penalty: 6127.340332
	Iteration 52Q: 3 clusters Score -2.595622e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222281 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -25956162.000000 Penalty: 6127.340332
	Iteration 53Q: 3 clusters Score -2.595616e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222709 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -25956178.000000 Penalty: 6127.340332
	Iteration 54Q: 3 clusters Score -2.595618e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223115 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -25956164.000000 Penalty: 6127.340332
	Iteration 55Q: 3 clusters Score -2.595616e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223519 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -25956166.000000 Penalty: 6127.340332
	Iteration 56Q: 3 clusters Score -2.595617e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223933 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -25956224.000000 Penalty: 6127.340332
	Iteration 57Q: 3 clusters Score -2.595622e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224343 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -25956356.000000 Penalty: 6127.340332
	Iteration 58Q: 3 clusters Score -2.595636e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224732 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -25956384.000000 Penalty: 6127.340332
	Iteration 59Q: 3 clusters Score -2.595638e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225126 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -25956340.000000 Penalty: 6127.340332
	Iteration 60F: 3 clusters Score -2.595634e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225547 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -25956362.000000 Penalty: 6127.340332
	Iteration 61Q: 3 clusters Score -2.595636e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225889 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -25956458.000000 Penalty: 6127.340332
	Iteration 62Q: 3 clusters Score -2.595646e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226229 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -25956422.000000 Penalty: 6127.340332
	Iteration 63Q: 3 clusters Score -2.595642e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226531 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -25956392.000000 Penalty: 6127.340332
	Iteration 64Q: 3 clusters Score -2.595639e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226819 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -25956312.000000 Penalty: 6127.340332
	Iteration 65Q: 3 clusters Score -2.595631e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227100 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -25956212.000000 Penalty: 6127.340332
	Iteration 66Q: 3 clusters Score -2.595621e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227331 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -25956202.000000 Penalty: 6127.340332
	Iteration 67Q: 3 clusters Score -2.59562e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227513 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -25956156.000000 Penalty: 6127.340332
	Iteration 68Q: 3 clusters Score -2.595616e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227684 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -25956130.000000 Penalty: 6127.340332
	Iteration 69Q: 3 clusters Score -2.595613e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227823 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -25956130.000000 Penalty: 6127.340332
	Iteration 70Q: 3 clusters Score -2.595613e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227950 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -25956104.000000 Penalty: 6127.340332
	Iteration 71Q: 3 clusters Score -2.59561e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228063 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -25956098.000000 Penalty: 6127.340332
	Iteration 72Q: 3 clusters Score -2.59561e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228187 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -25956076.000000 Penalty: 6127.340332
	Iteration 73Q: 3 clusters Score -2.595608e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228320 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -25956048.000000 Penalty: 6127.340332
	Iteration 74Q: 3 clusters Score -2.595605e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228436 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -25956028.000000 Penalty: 6127.340332
	Iteration 75Q: 3 clusters Score -2.595603e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228559 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -25956064.000000 Penalty: 6127.340332
	Iteration 76Q: 3 clusters Score -2.595606e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228694 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -25956058.000000 Penalty: 6127.340332
	Iteration 77Q: 3 clusters Score -2.595606e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228809 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -25956020.000000 Penalty: 6127.340332
	Iteration 78Q: 3 clusters Score -2.595602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228899 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -25956034.000000 Penalty: 6127.340332
	Iteration 79Q: 3 clusters Score -2.595603e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228978 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -25956020.000000 Penalty: 6127.340332
	Iteration 80F: 3 clusters Score -2.595602e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229045 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -25955966.000000 Penalty: 6127.340332
	Iteration 81Q: 3 clusters Score -2.595597e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229113 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -25955992.000000 Penalty: 6127.340332
	Iteration 82Q: 3 clusters Score -2.595599e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229173 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25955990.000000 Penalty: 6127.340332
	Iteration 83Q: 3 clusters Score -2.595599e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229229 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -25955952.000000 Penalty: 6127.340332
	Iteration 84Q: 3 clusters Score -2.595595e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229272 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -25955934.000000 Penalty: 6127.340332
	Iteration 85Q: 3 clusters Score -2.595593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229308 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25955942.000000 Penalty: 6127.340332
	Iteration 86Q: 3 clusters Score -2.595594e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229356 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -25955958.000000 Penalty: 6127.340332
	Iteration 87Q: 3 clusters Score -2.595596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229394 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -25955950.000000 Penalty: 6127.340332
	Iteration 88Q: 3 clusters Score -2.595595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229428 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -25955968.000000 Penalty: 6127.340332
	Iteration 89Q: 3 clusters Score -2.595597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229453 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25955988.000000 Penalty: 6127.340332
	Iteration 90Q: 3 clusters Score -2.595599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229474 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -25955998.000000 Penalty: 6127.340332
	Iteration 91Q: 3 clusters Score -2.5956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229490 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -25955982.000000 Penalty: 6127.340332
	Iteration 92Q: 3 clusters Score -2.595598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229511 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -25955974.000000 Penalty: 6127.340332
	Iteration 93Q: 3 clusters Score -2.595597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229527 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -25955984.000000 Penalty: 6127.340332
	Iteration 94Q: 3 clusters Score -2.595598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229534 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -25955998.000000 Penalty: 6127.340332
	Iteration 95Q: 3 clusters Score -2.5956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229547 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -25955976.000000 Penalty: 6127.340332
	Iteration 96Q: 3 clusters Score -2.595598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229564 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -25955988.000000 Penalty: 6127.340332
	Iteration 97Q: 3 clusters Score -2.595599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229584 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -25956002.000000 Penalty: 6127.340332
	Iteration 98Q: 3 clusters Score -2.5956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229604 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -25955992.000000 Penalty: 6127.340332
	Iteration 99Q: 3 clusters Score -2.595599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229626 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -25956000.000000 Penalty: 6127.340332
	Iteration 100F: 3 clusters Score -2.5956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229641 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -25955984.000000 Penalty: 6127.340332
	Iteration 101Q: 3 clusters Score -2.595598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229655 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -25955984.000000 Penalty: 6127.340332
	Iteration 102Q: 3 clusters Score -2.595598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229667 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -25956000.000000 Penalty: 6127.340332
	Iteration 103Q: 3 clusters Score -2.5956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229681 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25955994.000000 Penalty: 6127.340332
	Iteration 104Q: 3 clusters Score -2.595599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229692 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -25955998.000000 Penalty: 6127.340332
	Iteration 105Q: 3 clusters Score -2.5956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229699 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25955994.000000 Penalty: 6127.340332
	Iteration 106Q: 3 clusters Score -2.595599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229706 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -25955988.000000 Penalty: 6127.340332
	Iteration 107Q: 3 clusters Score -2.595599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -25955980.000000 Penalty: 6127.340332
	Iteration 108Q: 3 clusters Score -2.595598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229725 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -25955994.000000 Penalty: 6127.340332
	Iteration 109Q: 3 clusters Score -2.595599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229734 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -25955958.000000 Penalty: 6127.340332
	Iteration 110Q: 3 clusters Score -2.595596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229742 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -25955974.000000 Penalty: 6127.340332
	Iteration 111Q: 3 clusters Score -2.595597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229745 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25955976.000000 Penalty: 6127.340332
	Iteration 112Q: 3 clusters Score -2.595598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229748 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -25955968.000000 Penalty: 6127.340332
	Iteration 113Q: 3 clusters Score -2.595597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229749 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -25955956.000000 Penalty: 6127.340332
	Iteration 114Q: 3 clusters Score -2.595596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229751 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -25955962.000000 Penalty: 6127.340332
	Iteration 115Q: 3 clusters Score -2.595596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229754 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -25955958.000000 Penalty: 6127.340332
	Iteration 116Q: 3 clusters Score -2.595596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229761 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -25955944.000000 Penalty: 6127.340332
	Iteration 117Q: 3 clusters Score -2.595594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229769 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -25955946.000000 Penalty: 6127.340332
	Iteration 118Q: 3 clusters Score -2.595595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229779 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -25955958.000000 Penalty: 6127.340332
	Iteration 119Q: 3 clusters Score -2.595596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229789 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -25955932.000000 Penalty: 6127.340332
	Iteration 120F: 3 clusters Score -2.595593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229804 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -25955932.000000 Penalty: 6127.340332
	Iteration 121Q: 3 clusters Score -2.595593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229815 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -25955950.000000 Penalty: 6127.340332
	Iteration 122Q: 3 clusters Score -2.595595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229829 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -25955958.000000 Penalty: 6127.340332
	Iteration 123Q: 3 clusters Score -2.595596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229837 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -25955940.000000 Penalty: 6127.340332
	Iteration 124Q: 3 clusters Score -2.595594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229844 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -25955928.000000 Penalty: 6127.340332
	Iteration 125Q: 3 clusters Score -2.595593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229849 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -25955952.000000 Penalty: 6127.340332
	Iteration 126Q: 3 clusters Score -2.595595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229848 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -25955930.000000 Penalty: 6127.340332
	Iteration 127Q: 3 clusters Score -2.595593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229852 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -25955932.000000 Penalty: 6127.340332
	Iteration 128Q: 3 clusters Score -2.595593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229856 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -25955944.000000 Penalty: 6127.340332
	Iteration 129Q: 3 clusters Score -2.595594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229859 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -25955942.000000 Penalty: 6127.340332
	Iteration 130Q: 3 clusters Score -2.595594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229862 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -25955958.000000 Penalty: 6127.340332
	Iteration 131Q: 3 clusters Score -2.595596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229867 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -25955964.000000 Penalty: 6127.340332
	Iteration 132Q: 3 clusters Score -2.595596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229871 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -25955954.000000 Penalty: 6127.340332
	Iteration 133Q: 3 clusters Score -2.595595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229875 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -25955976.000000 Penalty: 6127.340332
	Iteration 134Q: 3 clusters Score -2.595598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229881 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -25955966.000000 Penalty: 6127.340332
	Iteration 135Q: 3 clusters Score -2.595597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229885 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -25955988.000000 Penalty: 6127.340332
	Iteration 136Q: 3 clusters Score -2.595599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229895 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -25955988.000000 Penalty: 6127.340332
	Iteration 137Q: 3 clusters Score -2.595599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229901 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -25955996.000000 Penalty: 6127.340332
	Iteration 138Q: 3 clusters Score -2.5956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229906 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25955984.000000 Penalty: 6127.340332
	Iteration 139Q: 3 clusters Score -2.595598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229912 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -25955994.000000 Penalty: 6127.340332
	Iteration 140F: 3 clusters Score -2.595599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229916 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -25956010.000000 Penalty: 6127.340332
	Iteration 141Q: 3 clusters Score -2.595601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229919 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -25955994.000000 Penalty: 6127.340332
	Iteration 142Q: 3 clusters Score -2.595599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229920 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -25956002.000000 Penalty: 6127.340332
	Iteration 143Q: 3 clusters Score -2.5956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229922 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -25956000.000000 Penalty: 6127.340332
	Iteration 144Q: 3 clusters Score -2.5956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229925 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -25955996.000000 Penalty: 6127.340332
	Iteration 145Q: 3 clusters Score -2.5956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229927 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25955986.000000 Penalty: 6127.340332
	Iteration 146Q: 3 clusters Score -2.595599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229930 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -25955990.000000 Penalty: 6127.340332
	Iteration 147Q: 3 clusters Score -2.595599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229929 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -25956000.000000 Penalty: 6127.340332
	Iteration 148Q: 3 clusters Score -2.5956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229931 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -25956002.000000 Penalty: 6127.340332
	Iteration 149Q: 3 clusters Score -2.5956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229931 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -25956002.000000 Penalty: 6127.340332
	Iteration 150F: 3 clusters Score -2.5956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -109918.359375 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -109918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -107977.890625 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -107977.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108810.546875 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -108810.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109877.257812 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -109877.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110702.632812 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -110702.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110990.820312 Penalty: 3495.568604
	Iteration 4F: 3 clusters Score -110990.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -111109.937500 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -111109.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -111148.656250 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -111148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111163.906250 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -111163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111163.906250 Penalty: 3495.568604
	Iteration 8F: 3 clusters Score -111163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231772 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54180 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38788 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88590448.000000 Penalty: 67431.250000
Splitting cluster 3 changes total score from -88590776.000000 to -88590448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Entering Unmasked Estep 
Score: -4881577.500000 Penalty: 2647.562012
	Iteration 0F: 2 clusters Score -4881578 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 21614 members 
Entering Unmasked Estep 
Score: -4852452.500000 Penalty: 5295.124023
	Iteration 0F: 3 clusters Score -4852452 nChanged 19747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4863599.500000 Penalty: 5295.124023
	Iteration 1F: 3 clusters Score -4863600 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4864735.000000 Penalty: 5295.124023
	Iteration 2F: 3 clusters Score -4864735 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4866592.000000 Penalty: 5295.124023
	Iteration 3F: 3 clusters Score -4866592 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4869044.500000 Penalty: 5295.124023
	Iteration 4F: 3 clusters Score -4869044 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -4871820.500000 Penalty: 5295.124023
	Iteration 5F: 3 clusters Score -4871820 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4874136.500000 Penalty: 5295.124023
	Iteration 6F: 3 clusters Score -4874136 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4875804.000000 Penalty: 5295.124023
	Iteration 7F: 3 clusters Score -4875804 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4877005.000000 Penalty: 5295.124023
	Iteration 8Q: 3 clusters Score -4877005 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4877898.000000 Penalty: 5295.124023
	Iteration 9Q: 3 clusters Score -4877898 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4878576.500000 Penalty: 5295.124023
	Iteration 10Q: 3 clusters Score -4878576 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -4878999.500000 Penalty: 5295.124023
	Iteration 11Q: 3 clusters Score -4879000 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4879368.000000 Penalty: 5295.124023
	Iteration 12Q: 3 clusters Score -4879368 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4879644.500000 Penalty: 5295.124023
	Iteration 13Q: 3 clusters Score -4879644 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4879867.000000 Penalty: 5295.124023
	Iteration 14Q: 3 clusters Score -4879867 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4880060.000000 Penalty: 5295.124023
	Iteration 15Q: 3 clusters Score -4880060 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4880228.500000 Penalty: 5295.124023
	Iteration 16Q: 3 clusters Score -4880228 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4880343.000000 Penalty: 5295.124023
	Iteration 17Q: 3 clusters Score -4880343 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4880433.500000 Penalty: 5295.124023
	Iteration 18Q: 3 clusters Score -4880434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4880513.500000 Penalty: 5295.124023
	Iteration 19Q: 3 clusters Score -4880514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4880560.000000 Penalty: 5295.124023
	Iteration 20F: 3 clusters Score -4880560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4880569.500000 Penalty: 5295.124023
	Iteration 21Q: 3 clusters Score -4880570 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4880589.500000 Penalty: 5295.124023
	Iteration 22Q: 3 clusters Score -4880590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4880590.500000 Penalty: 5295.124023
	Iteration 23Q: 3 clusters Score -4880590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4880615.500000 Penalty: 5295.124023
	Iteration 24Q: 3 clusters Score -4880616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4880621.000000 Penalty: 5295.124023
	Iteration 25Q: 3 clusters Score -4880621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4880616.000000 Penalty: 5295.124023
	Iteration 26Q: 3 clusters Score -4880616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4880628.000000 Penalty: 5295.124023
	Iteration 27Q: 3 clusters Score -4880628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4880630.000000 Penalty: 5295.124023
	Iteration 28Q: 3 clusters Score -4880630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4880628.500000 Penalty: 5295.124023
	Iteration 29Q: 3 clusters Score -4880628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4880625.500000 Penalty: 5295.124023
	Iteration 30Q: 3 clusters Score -4880626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4880624.000000 Penalty: 5295.124023
	Iteration 31Q: 3 clusters Score -4880624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4880621.000000 Penalty: 5295.124023
	Iteration 32Q: 3 clusters Score -4880621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4880618.000000 Penalty: 5295.124023
	Iteration 33Q: 3 clusters Score -4880618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4880611.500000 Penalty: 5295.124023
	Iteration 34Q: 3 clusters Score -4880612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4880612.000000 Penalty: 5295.124023
	Iteration 35Q: 3 clusters Score -4880612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4880612.000000 Penalty: 5295.124023
	Iteration 36F: 3 clusters Score -4880612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (257903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257903 members 
Entering Unmasked Estep 
Score: -29059436.000000 Penalty: 3090.164062
	Iteration 0F: 2 clusters Score -2.905944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129144 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -28903292.000000 Penalty: 6180.328125
	Iteration 0F: 3 clusters Score -2.890329e+07 nChanged 124720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133364 members 
Mstep: Class 2 contains 124539 members 
Entering Unmasked Estep 
Score: -28976564.000000 Penalty: 6180.328125
	Iteration 1F: 3 clusters Score -2.897656e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135895 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -28977658.000000 Penalty: 6180.328125
	Iteration 2Q: 3 clusters Score -2.897766e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139823 members 
Mstep: Class 2 contains 118080 members 
Entering Unmasked Estep 
Score: -28978958.000000 Penalty: 6180.328125
	Iteration 3Q: 3 clusters Score -2.897896e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -28980982.000000 Penalty: 6180.328125
	Iteration 4Q: 3 clusters Score -2.898098e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -28984766.000000 Penalty: 6180.328125
	Iteration 5Q: 3 clusters Score -2.898477e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -28991988.000000 Penalty: 6180.328125
	Iteration 6F: 3 clusters Score -2.899199e+07 nChanged 18754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187287 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -29004450.000000 Penalty: 6180.328125
	Iteration 7F: 3 clusters Score -2.900445e+07 nChanged 22908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210165 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -29024770.000000 Penalty: 6180.328125
	Iteration 8F: 3 clusters Score -2.902477e+07 nChanged 23005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233166 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -29043488.000000 Penalty: 6180.328125
	Iteration 9F: 3 clusters Score -2.904349e+07 nChanged 15458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248618 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -29052204.000000 Penalty: 6180.328125
	Iteration 10F: 3 clusters Score -2.90522e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255035 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -29055322.000000 Penalty: 6180.328125
	Iteration 11Q: 3 clusters Score -2.905532e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256944 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -29056340.000000 Penalty: 6180.328125
	Iteration 12Q: 3 clusters Score -2.905634e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257410 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -29056698.000000 Penalty: 6180.328125
	Iteration 13Q: 3 clusters Score -2.90567e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257539 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29056778.000000 Penalty: 6180.328125
	Iteration 14Q: 3 clusters Score -2.905678e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257579 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29056814.000000 Penalty: 6180.328125
	Iteration 15Q: 3 clusters Score -2.905681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257595 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29056824.000000 Penalty: 6180.328125
	Iteration 16Q: 3 clusters Score -2.905682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257606 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29056836.000000 Penalty: 6180.328125
	Iteration 17Q: 3 clusters Score -2.905684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257613 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29056860.000000 Penalty: 6180.328125
	Iteration 18Q: 3 clusters Score -2.905686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257619 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29056880.000000 Penalty: 6180.328125
	Iteration 19Q: 3 clusters Score -2.905688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257619 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29056868.000000 Penalty: 6180.328125
	Iteration 20F: 3 clusters Score -2.905687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257618 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29056884.000000 Penalty: 6180.328125
	Iteration 21Q: 3 clusters Score -2.905688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29056878.000000 Penalty: 6180.328125
	Iteration 22Q: 3 clusters Score -2.905688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257618 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29056882.000000 Penalty: 6180.328125
	Iteration 23Q: 3 clusters Score -2.905688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29056886.000000 Penalty: 6180.328125
	Iteration 24Q: 3 clusters Score -2.905689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29056886.000000 Penalty: 6180.328125
	Iteration 25F: 3 clusters Score -2.905689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Entering Unmasked Estep 
Score: -2460412.250000 Penalty: 2474.323242
	Iteration 0F: 2 clusters Score -2460412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2445298.500000 Penalty: 4948.646484
	Iteration 0F: 3 clusters Score -2445298 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2450306.250000 Penalty: 4948.646484
	Iteration 1F: 3 clusters Score -2450306 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2450645.500000 Penalty: 4948.646484
	Iteration 2Q: 3 clusters Score -2450646 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2450874.250000 Penalty: 4948.646484
	Iteration 3Q: 3 clusters Score -2450874 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2451060.750000 Penalty: 4948.646484
	Iteration 4Q: 3 clusters Score -2451061 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2451226.750000 Penalty: 4948.646484
	Iteration 5Q: 3 clusters Score -2451227 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2451386.250000 Penalty: 4948.646484
	Iteration 6Q: 3 clusters Score -2451386 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2451524.250000 Penalty: 4948.646484
	Iteration 7Q: 3 clusters Score -2451524 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2452705 nChanged 783
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Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2453104 nChanged 912
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2453651 nChanged 1023
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2454318 nChanged 1080
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
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	Iteration 16F: 3 clusters Score -2455044 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2456007 nChanged 600
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Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2456358 nChanged 341
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Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2456470 nChanged 291
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Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2456651 nChanged 271
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Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2456740 nChanged 288
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Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2456854 nChanged 290
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Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2456963 nChanged 296
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Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2457103 nChanged 306
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Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2457248 nChanged 268
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Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2457369 nChanged 250
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Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2457455 nChanged 241
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Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2457540 nChanged 240
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Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2457662 nChanged 139
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Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2457693 nChanged 117
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Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2457844 nChanged 126
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Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2457961 nChanged 85
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2457984 nChanged 95
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Mstep: Class 1 contains 4021 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2458001 nChanged 78
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2458016 nChanged 66
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Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2458029 nChanged 63
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Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2458050 nChanged 45
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Mstep: Class 1 contains 3775 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2458059 nChanged 44
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Mstep: Class 1 contains 3731 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2458072 nChanged 50
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Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 17845 members 
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	Iteration 52Q: 3 clusters Score -2458080 nChanged 56
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Mstep: Class 1 contains 3629 members 
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	Iteration 53Q: 3 clusters Score -2458088 nChanged 51
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Mstep: Class 1 contains 3580 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2458108 nChanged 56
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Mstep: Class 1 contains 3528 members 
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	Iteration 55Q: 3 clusters Score -2458108 nChanged 48
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Mstep: Class 1 contains 3482 members 
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	Iteration 56Q: 3 clusters Score -2458123 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3438 members 
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	Iteration 57Q: 3 clusters Score -2458122 nChanged 51
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Mstep: Class 1 contains 3387 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2458134 nChanged 56
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Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2458146 nChanged 50
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Mstep: Class 1 contains 3283 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2458158 nChanged 34
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Mstep: Class 1 contains 3249 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2458164 nChanged 28
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Mstep: Class 1 contains 3221 members 
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	Iteration 62Q: 3 clusters Score -2458170 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3192 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2458174 nChanged 26
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Mstep: Class 1 contains 3166 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2458179 nChanged 31
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Mstep: Class 1 contains 3135 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2458181 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
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	Iteration 66Q: 3 clusters Score -2458196 nChanged 46
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Mstep: Class 1 contains 3047 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2458197 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3012 members 
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	Iteration 68Q: 3 clusters Score -2458201 nChanged 37
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Mstep: Class 1 contains 2975 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2458213 nChanged 37
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Mstep: Class 1 contains 2938 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2458223 nChanged 37
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Mstep: Class 1 contains 2901 members 
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	Iteration 71Q: 3 clusters Score -2458220 nChanged 37
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Mstep: Class 1 contains 2864 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2458229 nChanged 34
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Mstep: Class 1 contains 2834 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2458225 nChanged 18
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Mstep: Class 1 contains 2816 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2458235 nChanged 21
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Mstep: Class 1 contains 2797 members 
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	Iteration 75Q: 3 clusters Score -2458240 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2458242 nChanged 20
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Mstep: Class 1 contains 2758 members 
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	Iteration 77Q: 3 clusters Score -2458244 nChanged 27
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Mstep: Class 1 contains 2731 members 
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	Iteration 78Q: 3 clusters Score -2458248 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2458250 nChanged 17
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Mstep: Class 1 contains 2687 members 
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	Iteration 80F: 3 clusters Score -2458257 nChanged 17
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Mstep: Class 1 contains 2670 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2458260 nChanged 21
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2458263 nChanged 20
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Mstep: Class 1 contains 2629 members 
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	Iteration 83Q: 3 clusters Score -2458270 nChanged 15
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Mstep: Class 1 contains 2614 members 
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	Iteration 84Q: 3 clusters Score -2458266 nChanged 12
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Mstep: Class 1 contains 2602 members 
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	Iteration 85Q: 3 clusters Score -2458272 nChanged 18
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Mstep: Class 1 contains 2584 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2458274 nChanged 23
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Mstep: Class 1 contains 2561 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2458276 nChanged 23
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Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2458286 nChanged 24
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	Iteration 89Q: 3 clusters Score -2458287 nChanged 23
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Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19035 members 
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	Iteration 90Q: 3 clusters Score -2458301 nChanged 14
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Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 19049 members 
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	Iteration 91Q: 3 clusters Score -2458298 nChanged 20
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Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 19069 members 
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	Iteration 92Q: 3 clusters Score -2458304 nChanged 19
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Mstep: Class 1 contains 2440 members 
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	Iteration 93Q: 3 clusters Score -2458306 nChanged 14
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Mstep: Class 1 contains 2426 members 
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	Iteration 94Q: 3 clusters Score -2458310 nChanged 14
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Mstep: Class 1 contains 2412 members 
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	Iteration 95Q: 3 clusters Score -2458310 nChanged 15
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Mstep: Class 1 contains 2397 members 
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	Iteration 96Q: 3 clusters Score -2458314 nChanged 23
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	Iteration 97Q: 3 clusters Score -2458324 nChanged 28
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Mstep: Class 1 contains 2346 members 
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	Iteration 98Q: 3 clusters Score -2458325 nChanged 25
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2458333 nChanged 19
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Mstep: Class 1 contains 2304 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2458338 nChanged 20
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2458343.250000 Penalty: 4948.646484
	Iteration 101Q: 3 clusters Score -2458343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2458343.750000 Penalty: 4948.646484
	Iteration 102Q: 3 clusters Score -2458344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2458351.000000 Penalty: 4948.646484
	Iteration 103Q: 3 clusters Score -2458351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2458354.500000 Penalty: 4948.646484
	Iteration 104Q: 3 clusters Score -2458354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2458364.000000 Penalty: 4948.646484
	Iteration 105Q: 3 clusters Score -2458364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2458365.000000 Penalty: 4948.646484
	Iteration 106Q: 3 clusters Score -2458365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2458368.500000 Penalty: 4948.646484
	Iteration 107Q: 3 clusters Score -2458368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2458370.000000 Penalty: 4948.646484
	Iteration 108Q: 3 clusters Score -2458370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2458370.000000 Penalty: 4948.646484
	Iteration 109Q: 3 clusters Score -2458370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2458367.250000 Penalty: 4948.646484
	Iteration 110Q: 3 clusters Score -2458367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2458368.500000 Penalty: 4948.646484
	Iteration 111Q: 3 clusters Score -2458368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2458373.500000 Penalty: 4948.646484
	Iteration 112Q: 3 clusters Score -2458374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2458380.500000 Penalty: 4948.646484
	Iteration 113Q: 3 clusters Score -2458380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2458380.500000 Penalty: 4948.646484
	Iteration 114Q: 3 clusters Score -2458380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2458380.500000 Penalty: 4948.646484
	Iteration 115Q: 3 clusters Score -2458380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2458379.750000 Penalty: 4948.646484
	Iteration 116Q: 3 clusters Score -2458380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2458389.250000 Penalty: 4948.646484
	Iteration 117Q: 3 clusters Score -2458389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2458390.000000 Penalty: 4948.646484
	Iteration 118Q: 3 clusters Score -2458390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2458395.000000 Penalty: 4948.646484
	Iteration 119Q: 3 clusters Score -2458395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2458397.250000 Penalty: 4948.646484
	Iteration 120F: 3 clusters Score -2458397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2458391.500000 Penalty: 4948.646484
	Iteration 121Q: 3 clusters Score -2458392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2458397.250000 Penalty: 4948.646484
	Iteration 122Q: 3 clusters Score -2458397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2458397.750000 Penalty: 4948.646484
	Iteration 123Q: 3 clusters Score -2458398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2458397.250000 Penalty: 4948.646484
	Iteration 124Q: 3 clusters Score -2458397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2458396.000000 Penalty: 4948.646484
	Iteration 125Q: 3 clusters Score -2458396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2458405.500000 Penalty: 4948.646484
	Iteration 126Q: 3 clusters Score -2458406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2458404.000000 Penalty: 4948.646484
	Iteration 127Q: 3 clusters Score -2458404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2458411.500000 Penalty: 4948.646484
	Iteration 128Q: 3 clusters Score -2458412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2458407.500000 Penalty: 4948.646484
	Iteration 129Q: 3 clusters Score -2458408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2458404.500000 Penalty: 4948.646484
	Iteration 130Q: 3 clusters Score -2458404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2458407.750000 Penalty: 4948.646484
	Iteration 131Q: 3 clusters Score -2458408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2458409.500000 Penalty: 4948.646484
	Iteration 132Q: 3 clusters Score -2458410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2458415.250000 Penalty: 4948.646484
	Iteration 133Q: 3 clusters Score -2458415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2458417.750000 Penalty: 4948.646484
	Iteration 134Q: 3 clusters Score -2458418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2458419.000000 Penalty: 4948.646484
	Iteration 135Q: 3 clusters Score -2458419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2458417.250000 Penalty: 4948.646484
	Iteration 136Q: 3 clusters Score -2458417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2458413.000000 Penalty: 4948.646484
	Iteration 137Q: 3 clusters Score -2458413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2458413.750000 Penalty: 4948.646484
	Iteration 138Q: 3 clusters Score -2458414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2458416.500000 Penalty: 4948.646484
	Iteration 139Q: 3 clusters Score -2458416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2458420.000000 Penalty: 4948.646484
	Iteration 140F: 3 clusters Score -2458420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2458418.500000 Penalty: 4948.646484
	Iteration 141Q: 3 clusters Score -2458418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2458422.500000 Penalty: 4948.646484
	Iteration 142Q: 3 clusters Score -2458422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2458420.750000 Penalty: 4948.646484
	Iteration 143Q: 3 clusters Score -2458421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2458424.500000 Penalty: 4948.646484
	Iteration 144Q: 3 clusters Score -2458424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2458425.500000 Penalty: 4948.646484
	Iteration 145Q: 3 clusters Score -2458426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2458425.750000 Penalty: 4948.646484
	Iteration 146Q: 3 clusters Score -2458426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2458424.000000 Penalty: 4948.646484
	Iteration 147Q: 3 clusters Score -2458424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2458420.750000 Penalty: 4948.646484
	Iteration 148Q: 3 clusters Score -2458421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2458424.750000 Penalty: 4948.646484
	Iteration 149Q: 3 clusters Score -2458425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2458427.750000 Penalty: 4948.646484
	Iteration 150Q: 3 clusters Score -2458428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2458422.500000 Penalty: 4948.646484
	Iteration 151Q: 3 clusters Score -2458422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2458425.000000 Penalty: 4948.646484
	Iteration 152Q: 3 clusters Score -2458425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2458424.500000 Penalty: 4948.646484
	Iteration 153Q: 3 clusters Score -2458424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2458425.500000 Penalty: 4948.646484
	Iteration 154Q: 3 clusters Score -2458426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2458427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2458426.750000 Penalty: 4948.646484
	Iteration 156F: 3 clusters Score -2458427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Entering Unmasked Estep 
Score: -2005362.125000 Penalty: 2424.545410
	Iteration 0F: 2 clusters Score -2005362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1992795.500000 Penalty: 4849.090820
	Iteration 0F: 3 clusters Score -1992796 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1997036.625000 Penalty: 4849.090820
	Iteration 1F: 3 clusters Score -1997037 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1997664.625000 Penalty: 4849.090820
	Iteration 2F: 3 clusters Score -1997665 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1998347.500000 Penalty: 4849.090820
	Iteration 3F: 3 clusters Score -1998348 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1999072.875000 Penalty: 4849.090820
	Iteration 4F: 3 clusters Score -1999073 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1999775.750000 Penalty: 4849.090820
	Iteration 5F: 3 clusters Score -1999776 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2000433.625000 Penalty: 4849.090820
	Iteration 6F: 3 clusters Score -2000434 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2001084.625000 Penalty: 4849.090820
	Iteration 7F: 3 clusters Score -2001085 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2001608.000000 Penalty: 4849.090820
	Iteration 8Q: 3 clusters Score -2001608 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2002041.625000 Penalty: 4849.090820
	Iteration 9Q: 3 clusters Score -2002042 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2002396.625000 Penalty: 4849.090820
	Iteration 10Q: 3 clusters Score -2002397 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2002648.250000 Penalty: 4849.090820
	Iteration 11Q: 3 clusters Score -2002648 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2002852.375000 Penalty: 4849.090820
	Iteration 12Q: 3 clusters Score -2002852 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2003021.625000 Penalty: 4849.090820
	Iteration 13Q: 3 clusters Score -2003022 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2003119.500000 Penalty: 4849.090820
	Iteration 14Q: 3 clusters Score -2003120 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2003209.500000 Penalty: 4849.090820
	Iteration 15Q: 3 clusters Score -2003210 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2003296.000000 Penalty: 4849.090820
	Iteration 16Q: 3 clusters Score -2003296 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2003363.875000 Penalty: 4849.090820
	Iteration 17Q: 3 clusters Score -2003364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2003422.750000 Penalty: 4849.090820
	Iteration 18Q: 3 clusters Score -2003423 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2003460.500000 Penalty: 4849.090820
	Iteration 19Q: 3 clusters Score -2003460 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2003483.375000 Penalty: 4849.090820
	Iteration 20F: 3 clusters Score -2003483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2003509.500000 Penalty: 4849.090820
	Iteration 21Q: 3 clusters Score -2003510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2003533.250000 Penalty: 4849.090820
	Iteration 22Q: 3 clusters Score -2003533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2003548.875000 Penalty: 4849.090820
	Iteration 23Q: 3 clusters Score -2003549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2003568.750000 Penalty: 4849.090820
	Iteration 24Q: 3 clusters Score -2003569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2003580.000000 Penalty: 4849.090820
	Iteration 25Q: 3 clusters Score -2003580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2003582.000000 Penalty: 4849.090820
	Iteration 26Q: 3 clusters Score -2003582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2003593.000000 Penalty: 4849.090820
	Iteration 27Q: 3 clusters Score -2003593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2003596.750000 Penalty: 4849.090820
	Iteration 28Q: 3 clusters Score -2003597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2003610.500000 Penalty: 4849.090820
	Iteration 29Q: 3 clusters Score -2003610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2003616.125000 Penalty: 4849.090820
	Iteration 30Q: 3 clusters Score -2003616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2003629.500000 Penalty: 4849.090820
	Iteration 31Q: 3 clusters Score -2003630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2003642.000000 Penalty: 4849.090820
	Iteration 32Q: 3 clusters Score -2003642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2003649.375000 Penalty: 4849.090820
	Iteration 33Q: 3 clusters Score -2003649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2003652.875000 Penalty: 4849.090820
	Iteration 34Q: 3 clusters Score -2003653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2003660.375000 Penalty: 4849.090820
	Iteration 35Q: 3 clusters Score -2003660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2003666.500000 Penalty: 4849.090820
	Iteration 36Q: 3 clusters Score -2003666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2003669.125000 Penalty: 4849.090820
	Iteration 37Q: 3 clusters Score -2003669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2003673.250000 Penalty: 4849.090820
	Iteration 38Q: 3 clusters Score -2003673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2003675.750000 Penalty: 4849.090820
	Iteration 39Q: 3 clusters Score -2003676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2003681.125000 Penalty: 4849.090820
	Iteration 40F: 3 clusters Score -2003681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2003681.375000 Penalty: 4849.090820
	Iteration 41Q: 3 clusters Score -2003681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2003684.375000 Penalty: 4849.090820
	Iteration 42Q: 3 clusters Score -2003684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2003685.500000 Penalty: 4849.090820
	Iteration 43Q: 3 clusters Score -2003686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2003689.250000 Penalty: 4849.090820
	Iteration 44Q: 3 clusters Score -2003689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2003685.125000 Penalty: 4849.090820
	Iteration 45Q: 3 clusters Score -2003685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2003689.625000 Penalty: 4849.090820
	Iteration 46Q: 3 clusters Score -2003690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2003694.250000 Penalty: 4849.090820
	Iteration 47Q: 3 clusters Score -2003694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2003691.625000 Penalty: 4849.090820
	Iteration 48Q: 3 clusters Score -2003692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2003694.000000 Penalty: 4849.090820
	Iteration 49Q: 3 clusters Score -2003694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2003693.750000 Penalty: 4849.090820
	Iteration 50Q: 3 clusters Score -2003694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2003700.375000 Penalty: 4849.090820
	Iteration 51Q: 3 clusters Score -2003700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2003704.875000 Penalty: 4849.090820
	Iteration 52Q: 3 clusters Score -2003705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2003702.250000 Penalty: 4849.090820
	Iteration 53Q: 3 clusters Score -2003702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2003703.875000 Penalty: 4849.090820
	Iteration 54Q: 3 clusters Score -2003704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2003710.875000 Penalty: 4849.090820
	Iteration 55Q: 3 clusters Score -2003711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2003711.375000 Penalty: 4849.090820
	Iteration 56Q: 3 clusters Score -2003711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2003710.875000 Penalty: 4849.090820
	Iteration 57Q: 3 clusters Score -2003711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2003714.750000 Penalty: 4849.090820
	Iteration 58Q: 3 clusters Score -2003715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2003716.375000 Penalty: 4849.090820
	Iteration 59Q: 3 clusters Score -2003716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2003715.625000 Penalty: 4849.090820
	Iteration 60F: 3 clusters Score -2003716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2003715.875000 Penalty: 4849.090820
	Iteration 61Q: 3 clusters Score -2003716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2003711.500000 Penalty: 4849.090820
	Iteration 62Q: 3 clusters Score -2003712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2003718.750000 Penalty: 4849.090820
	Iteration 63Q: 3 clusters Score -2003719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2003717.875000 Penalty: 4849.090820
	Iteration 64Q: 3 clusters Score -2003718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2003719.750000 Penalty: 4849.090820
	Iteration 65Q: 3 clusters Score -2003720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2003724.750000 Penalty: 4849.090820
	Iteration 66Q: 3 clusters Score -2003725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2003730.250000 Penalty: 4849.090820
	Iteration 67Q: 3 clusters Score -2003730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2003728.750000 Penalty: 4849.090820
	Iteration 68Q: 3 clusters Score -2003729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2003731.375000 Penalty: 4849.090820
	Iteration 69Q: 3 clusters Score -2003731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2003735.625000 Penalty: 4849.090820
	Iteration 70Q: 3 clusters Score -2003736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2003737.875000 Penalty: 4849.090820
	Iteration 71Q: 3 clusters Score -2003738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2003734.750000 Penalty: 4849.090820
	Iteration 72Q: 3 clusters Score -2003735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2003735.500000 Penalty: 4849.090820
	Iteration 73Q: 3 clusters Score -2003736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2003736.500000 Penalty: 4849.090820
	Iteration 74Q: 3 clusters Score -2003736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2003735.875000 Penalty: 4849.090820
	Iteration 75Q: 3 clusters Score -2003736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2003737.625000 Penalty: 4849.090820
	Iteration 76Q: 3 clusters Score -2003738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2003740.250000 Penalty: 4849.090820
	Iteration 77Q: 3 clusters Score -2003740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2003740.125000 Penalty: 4849.090820
	Iteration 78Q: 3 clusters Score -2003740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2003740.125000 Penalty: 4849.090820
	Iteration 79Q: 3 clusters Score -2003740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2003742.500000 Penalty: 4849.090820
	Iteration 80F: 3 clusters Score -2003742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2003744.000000 Penalty: 4849.090820
	Iteration 81Q: 3 clusters Score -2003744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2003748.750000 Penalty: 4849.090820
	Iteration 82Q: 3 clusters Score -2003749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2003748.750000 Penalty: 4849.090820
	Iteration 83Q: 3 clusters Score -2003749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2003746.500000 Penalty: 4849.090820
	Iteration 84Q: 3 clusters Score -2003746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2003747.500000 Penalty: 4849.090820
	Iteration 85Q: 3 clusters Score -2003748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2003745.875000 Penalty: 4849.090820
	Iteration 86Q: 3 clusters Score -2003746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2003743.625000 Penalty: 4849.090820
	Iteration 87Q: 3 clusters Score -2003744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2003743.750000 Penalty: 4849.090820
	Iteration 88Q: 3 clusters Score -2003744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2003743.750000 Penalty: 4849.090820
	Iteration 89F: 3 clusters Score -2003744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -884237.187500 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -884237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -877990.687500 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -877990.7 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -879704.500000 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -879704.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -879995.125000 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -879995.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -880221.687500 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -880221.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -880407.687500 Penalty: 4438.949707
	Iteration 4Q: 3 clusters Score -880407.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -880622.312500 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -880622.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -880841.812500 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -880841.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -881047.375000 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -881047.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -881291.437500 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -881291.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881542.437500 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -881542.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -881760.375000 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -881760.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -881951.562500 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -881951.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -882074.312500 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -882074.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -882133.437500 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -882133.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -882183.750000 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -882183.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -882212.000000 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -882212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -882236.375000 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -882236.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -882248.875000 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -882248.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -882261.312500 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -882261.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -882272.375000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -882272.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -882281.125000 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -882281.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -882289.562500 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -882289.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -882295.937500 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -882295.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -882302.500000 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -882302.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -882307.375000 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -882307.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -882314.562500 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -882314.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -882319.937500 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -882319.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -882323.625000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -882323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -882329.937500 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -882329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -882333.062500 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -882333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -882336.312500 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -882336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -882337.625000 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -882337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -882339.187500 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -882339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -882341.062500 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -882341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -882340.750000 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -882340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -882340.750000 Penalty: 4438.949707
	Iteration 35F: 3 clusters Score -882340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Entering Unmasked Estep 
Score: -642915.062500 Penalty: 2143.406494
	Iteration 0F: 2 clusters Score -642915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -637983.312500 Penalty: 4286.812988
	Iteration 0F: 3 clusters Score -637983.3 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -639198.375000 Penalty: 4286.812988
	Iteration 1F: 3 clusters Score -639198.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -639417.937500 Penalty: 4286.812988
	Iteration 2F: 3 clusters Score -639417.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -639572.312500 Penalty: 4286.812988
	Iteration 3Q: 3 clusters Score -639572.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -639716.125000 Penalty: 4286.812988
	Iteration 4Q: 3 clusters Score -639716.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -639847.437500 Penalty: 4286.812988
	Iteration 5Q: 3 clusters Score -639847.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -639961.312500 Penalty: 4286.812988
	Iteration 6Q: 3 clusters Score -639961.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -640068.437500 Penalty: 4286.812988
	Iteration 7Q: 3 clusters Score -640068.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -640168.000000 Penalty: 4286.812988
	Iteration 8Q: 3 clusters Score -640168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -640267.500000 Penalty: 4286.812988
	Iteration 9Q: 3 clusters Score -640267.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -640364.875000 Penalty: 4286.812988
	Iteration 10Q: 3 clusters Score -640364.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -640484.375000 Penalty: 4286.812988
	Iteration 11Q: 3 clusters Score -640484.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -640624.812500 Penalty: 4286.812988
	Iteration 12Q: 3 clusters Score -640624.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -640748.937500 Penalty: 4286.812988
	Iteration 13Q: 3 clusters Score -640748.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -640869.625000 Penalty: 4286.812988
	Iteration 14Q: 3 clusters Score -640869.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -640978.375000 Penalty: 4286.812988
	Iteration 15Q: 3 clusters Score -640978.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -641052.625000 Penalty: 4286.812988
	Iteration 16Q: 3 clusters Score -641052.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -641115.750000 Penalty: 4286.812988
	Iteration 17Q: 3 clusters Score -641115.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -641165.562500 Penalty: 4286.812988
	Iteration 18Q: 3 clusters Score -641165.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -641218.000000 Penalty: 4286.812988
	Iteration 19Q: 3 clusters Score -641218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -641260.437500 Penalty: 4286.812988
	Iteration 20F: 3 clusters Score -641260.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -641287.812500 Penalty: 4286.812988
	Iteration 21Q: 3 clusters Score -641287.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -641313.250000 Penalty: 4286.812988
	Iteration 22Q: 3 clusters Score -641313.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -641329.750000 Penalty: 4286.812988
	Iteration 23Q: 3 clusters Score -641329.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -641345.250000 Penalty: 4286.812988
	Iteration 24Q: 3 clusters Score -641345.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -641358.000000 Penalty: 4286.812988
	Iteration 25Q: 3 clusters Score -641358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -641372.687500 Penalty: 4286.812988
	Iteration 26Q: 3 clusters Score -641372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -641380.750000 Penalty: 4286.812988
	Iteration 27Q: 3 clusters Score -641380.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -641385.562500 Penalty: 4286.812988
	Iteration 28Q: 3 clusters Score -641385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -641388.812500 Penalty: 4286.812988
	Iteration 29Q: 3 clusters Score -641388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -641390.375000 Penalty: 4286.812988
	Iteration 30Q: 3 clusters Score -641390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -641391.937500 Penalty: 4286.812988
	Iteration 31Q: 3 clusters Score -641391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -641393.375000 Penalty: 4286.812988
	Iteration 32Q: 3 clusters Score -641393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -641394.937500 Penalty: 4286.812988
	Iteration 33Q: 3 clusters Score -641394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -641398.125000 Penalty: 4286.812988
	Iteration 34Q: 3 clusters Score -641398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -641399.375000 Penalty: 4286.812988
	Iteration 35Q: 3 clusters Score -641399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -641400.312500 Penalty: 4286.812988
	Iteration 36Q: 3 clusters Score -641400.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -641400.312500 Penalty: 4286.812988
	Iteration 37F: 3 clusters Score -641400.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86929.765625 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86929.77 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87257.609375 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87257.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87563.226562 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87563.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88021.062500 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -88021.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88224.335938 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -88224.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -88338.117188 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -88338.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -88398.507812 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -88398.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -88437.500000 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -88437.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -88474.468750 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -88474.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -88509.570312 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88509.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88536.414062 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88536.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88544.640625 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88544.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -88553.625000 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88553.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88558.250000 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -88558.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -88559.562500 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -88559.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -88560.718750 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -88560.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -88560.718750 Penalty: 3342.123535
	Iteration 16F: 3 clusters Score -88560.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Entering Unmasked Estep 
Score: -6136905.500000 Penalty: 2703.216797
	Iteration 0F: 2 clusters Score -6136906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -6100602.000000 Penalty: 5406.433594
	Iteration 0F: 3 clusters Score -6100602 nChanged 24922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -6114459.000000 Penalty: 5406.433594
	Iteration 1F: 3 clusters Score -6114459 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6115017.500000 Penalty: 5406.433594
	Iteration 2Q: 3 clusters Score -6115018 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -6115539.000000 Penalty: 5406.433594
	Iteration 3Q: 3 clusters Score -6115539 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -6116153.000000 Penalty: 5406.433594
	Iteration 4Q: 3 clusters Score -6116153 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6116897.000000 Penalty: 5406.433594
	Iteration 5Q: 3 clusters Score -6116897 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -6117757.000000 Penalty: 5406.433594
	Iteration 6Q: 3 clusters Score -6117757 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -6118863.000000 Penalty: 5406.433594
	Iteration 7Q: 3 clusters Score -6118863 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -6120327.500000 Penalty: 5406.433594
	Iteration 8Q: 3 clusters Score -6120328 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -6122314.500000 Penalty: 5406.433594
	Iteration 9F: 3 clusters Score -6122314 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -6124849.000000 Penalty: 5406.433594
	Iteration 10F: 3 clusters Score -6124849 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -6127580.500000 Penalty: 5406.433594
	Iteration 11F: 3 clusters Score -6127580 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -6130093.000000 Penalty: 5406.433594
	Iteration 12F: 3 clusters Score -6130093 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6132048.500000 Penalty: 5406.433594
	Iteration 13Q: 3 clusters Score -6132048 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6133246.500000 Penalty: 5406.433594
	Iteration 14Q: 3 clusters Score -6133246 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6133856.000000 Penalty: 5406.433594
	Iteration 15Q: 3 clusters Score -6133856 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6134183.000000 Penalty: 5406.433594
	Iteration 16Q: 3 clusters Score -6134183 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6134348.000000 Penalty: 5406.433594
	Iteration 17Q: 3 clusters Score -6134348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6134431.500000 Penalty: 5406.433594
	Iteration 18Q: 3 clusters Score -6134432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6134485.500000 Penalty: 5406.433594
	Iteration 19Q: 3 clusters Score -6134486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6134513.500000 Penalty: 5406.433594
	Iteration 20F: 3 clusters Score -6134514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6134526.000000 Penalty: 5406.433594
	Iteration 21Q: 3 clusters Score -6134526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6134530.000000 Penalty: 5406.433594
	Iteration 22Q: 3 clusters Score -6134530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6134534.500000 Penalty: 5406.433594
	Iteration 23Q: 3 clusters Score -6134534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6134536.000000 Penalty: 5406.433594
	Iteration 24Q: 3 clusters Score -6134536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6134538.500000 Penalty: 5406.433594
	Iteration 25Q: 3 clusters Score -6134538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6134547.500000 Penalty: 5406.433594
	Iteration 26Q: 3 clusters Score -6134548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6134550.000000 Penalty: 5406.433594
	Iteration 27Q: 3 clusters Score -6134550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6134550.000000 Penalty: 5406.433594
	Iteration 28F: 3 clusters Score -6134550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -105672.210938 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -105672.2 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 503 members 
Entering Unmasked Estep 
Score: -103699.921875 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -103699.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -103933.554688 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -103933.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -104016.265625 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -104016.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104072.343750 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -104072.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104111.765625 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -104111.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104160.468750 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -104160.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104213.281250 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -104213.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104292.703125 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -104292.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104381.640625 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -104381.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104440.437500 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -104440.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104519.445312 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -104519.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104646.226562 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -104646.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104955.507812 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -104955.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105325.648438 Penalty: 3438.010010
	Iteration 13F: 3 clusters Score -105325.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105425.367188 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -105425.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105477.882812 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -105477.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -105515.992188 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -105516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105541.101562 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -105541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105576.031250 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -105576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105602.234375 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -105602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -105624.890625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -105624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105650.250000 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -105650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -105668.093750 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -105668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -105688.382812 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -105688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -105725.171875 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -105725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105777.789062 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -105777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105820.593750 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -105820.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105820.593750 Penalty: 3438.010010
	Iteration 27F: 3 clusters Score -105820.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231772 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54180 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38788 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88589240.000000 Penalty: 67431.250000
Splitting cluster 12 changes total score from -88590776.000000 to -88589240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (17619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Entering Unmasked Estep 
Score: -1990912.125000 Penalty: 2424.629883
	Iteration 0F: 2 clusters Score -1990912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1978391.375000 Penalty: 4849.259766
	Iteration 0F: 3 clusters Score -1978391 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1982608.000000 Penalty: 4849.259766
	Iteration 1F: 3 clusters Score -1982608 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1983226.250000 Penalty: 4849.259766
	Iteration 2F: 3 clusters Score -1983226 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1983822.125000 Penalty: 4849.259766
	Iteration 3F: 3 clusters Score -1983822 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1984427.625000 Penalty: 4849.259766
	Iteration 4F: 3 clusters Score -1984428 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1985004.500000 Penalty: 4849.259766
	Iteration 5F: 3 clusters Score -1985004 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1985503.875000 Penalty: 4849.259766
	Iteration 6F: 3 clusters Score -1985504 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1985950.500000 Penalty: 4849.259766
	Iteration 7Q: 3 clusters Score -1985950 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1986277.250000 Penalty: 4849.259766
	Iteration 8Q: 3 clusters Score -1986277 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1986519.375000 Penalty: 4849.259766
	Iteration 9Q: 3 clusters Score -1986519 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1986720.125000 Penalty: 4849.259766
	Iteration 10Q: 3 clusters Score -1986720 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1986884.625000 Penalty: 4849.259766
	Iteration 11Q: 3 clusters Score -1986885 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1987048.625000 Penalty: 4849.259766
	Iteration 12Q: 3 clusters Score -1987049 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1987181.500000 Penalty: 4849.259766
	Iteration 13Q: 3 clusters Score -1987182 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1987289.250000 Penalty: 4849.259766
	Iteration 14Q: 3 clusters Score -1987289 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1987387.875000 Penalty: 4849.259766
	Iteration 15Q: 3 clusters Score -1987388 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1987468.250000 Penalty: 4849.259766
	Iteration 16Q: 3 clusters Score -1987468 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1987532.500000 Penalty: 4849.259766
	Iteration 17Q: 3 clusters Score -1987532 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1987586.875000 Penalty: 4849.259766
	Iteration 18Q: 3 clusters Score -1987587 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1987636.625000 Penalty: 4849.259766
	Iteration 19Q: 3 clusters Score -1987637 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1987679.875000 Penalty: 4849.259766
	Iteration 20F: 3 clusters Score -1987680 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1987721.375000 Penalty: 4849.259766
	Iteration 21Q: 3 clusters Score -1987721 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1987753.500000 Penalty: 4849.259766
	Iteration 22Q: 3 clusters Score -1987754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1987793.750000 Penalty: 4849.259766
	Iteration 23Q: 3 clusters Score -1987794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1987831.000000 Penalty: 4849.259766
	Iteration 24Q: 3 clusters Score -1987831 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1987870.500000 Penalty: 4849.259766
	Iteration 25Q: 3 clusters Score -1987870 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1987913.000000 Penalty: 4849.259766
	Iteration 26Q: 3 clusters Score -1987913 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1987957.750000 Penalty: 4849.259766
	Iteration 27Q: 3 clusters Score -1987958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1988016.000000 Penalty: 4849.259766
	Iteration 28Q: 3 clusters Score -1988016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1988061.875000 Penalty: 4849.259766
	Iteration 29Q: 3 clusters Score -1988062 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1988113.875000 Penalty: 4849.259766
	Iteration 30Q: 3 clusters Score -1988114 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1988169.125000 Penalty: 4849.259766
	Iteration 31Q: 3 clusters Score -1988169 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1988238.000000 Penalty: 4849.259766
	Iteration 32Q: 3 clusters Score -1988238 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1988316.500000 Penalty: 4849.259766
	Iteration 33Q: 3 clusters Score -1988316 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1988425.125000 Penalty: 4849.259766
	Iteration 34Q: 3 clusters Score -1988425 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1988525.250000 Penalty: 4849.259766
	Iteration 35Q: 3 clusters Score -1988525 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1988633.250000 Penalty: 4849.259766
	Iteration 36Q: 3 clusters Score -1988633 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1988775.625000 Penalty: 4849.259766
	Iteration 37Q: 3 clusters Score -1988776 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1988918.625000 Penalty: 4849.259766
	Iteration 38Q: 3 clusters Score -1988919 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1989072.500000 Penalty: 4849.259766
	Iteration 39Q: 3 clusters Score -1989072 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1989200.125000 Penalty: 4849.259766
	Iteration 40F: 3 clusters Score -1989200 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1989300.875000 Penalty: 4849.259766
	Iteration 41Q: 3 clusters Score -1989301 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1989368.500000 Penalty: 4849.259766
	Iteration 42Q: 3 clusters Score -1989368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1989428.875000 Penalty: 4849.259766
	Iteration 43Q: 3 clusters Score -1989429 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1989478.000000 Penalty: 4849.259766
	Iteration 44Q: 3 clusters Score -1989478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1989507.250000 Penalty: 4849.259766
	Iteration 45Q: 3 clusters Score -1989507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1989543.000000 Penalty: 4849.259766
	Iteration 46Q: 3 clusters Score -1989543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1989566.125000 Penalty: 4849.259766
	Iteration 47Q: 3 clusters Score -1989566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1989575.875000 Penalty: 4849.259766
	Iteration 48Q: 3 clusters Score -1989576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1989584.500000 Penalty: 4849.259766
	Iteration 49Q: 3 clusters Score -1989584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1989596.250000 Penalty: 4849.259766
	Iteration 50Q: 3 clusters Score -1989596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1989605.500000 Penalty: 4849.259766
	Iteration 51Q: 3 clusters Score -1989606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1989610.875000 Penalty: 4849.259766
	Iteration 52Q: 3 clusters Score -1989611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1989618.250000 Penalty: 4849.259766
	Iteration 53Q: 3 clusters Score -1989618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1989621.250000 Penalty: 4849.259766
	Iteration 54Q: 3 clusters Score -1989621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1989626.875000 Penalty: 4849.259766
	Iteration 55Q: 3 clusters Score -1989627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1989629.875000 Penalty: 4849.259766
	Iteration 56Q: 3 clusters Score -1989630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1989630.125000 Penalty: 4849.259766
	Iteration 57Q: 3 clusters Score -1989630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1989631.500000 Penalty: 4849.259766
	Iteration 58Q: 3 clusters Score -1989632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1989631.375000 Penalty: 4849.259766
	Iteration 59Q: 3 clusters Score -1989631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1989631.875000 Penalty: 4849.259766
	Iteration 60F: 3 clusters Score -1989632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1989633.375000 Penalty: 4849.259766
	Iteration 61Q: 3 clusters Score -1989633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1989631.000000 Penalty: 4849.259766
	Iteration 62Q: 3 clusters Score -1989631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1989636.250000 Penalty: 4849.259766
	Iteration 63Q: 3 clusters Score -1989636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1989635.750000 Penalty: 4849.259766
	Iteration 64Q: 3 clusters Score -1989636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1989636.750000 Penalty: 4849.259766
	Iteration 65Q: 3 clusters Score -1989637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1989636.500000 Penalty: 4849.259766
	Iteration 66Q: 3 clusters Score -1989636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1989636.500000 Penalty: 4849.259766
	Iteration 67F: 3 clusters Score -1989636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -191861.687500 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -191861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -189386.953125 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -189387 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -189787.015625 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -189787 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -189912.234375 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -189912.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -189989.953125 Penalty: 3706.924072
	Iteration 3Q: 3 clusters Score -189990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -190061.921875 Penalty: 3706.924072
	Iteration 4Q: 3 clusters Score -190061.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -190140.359375 Penalty: 3706.924072
	Iteration 5Q: 3 clusters Score -190140.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190222.093750 Penalty: 3706.924072
	Iteration 6Q: 3 clusters Score -190222.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -190354.437500 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -190354.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -190564.671875 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -190564.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190675.468750 Penalty: 3706.924072
	Iteration 9F: 3 clusters Score -190675.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -190736.406250 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -190736.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190794.125000 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -190794.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -190839.140625 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -190839.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -190875.046875 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -190875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -190903.765625 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -190903.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -190943.671875 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -190943.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -190987.015625 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -190987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191017.656250 Penalty: 3706.924072
	Iteration 17Q: 3 clusters Score -191017.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191039.109375 Penalty: 3706.924072
	Iteration 18Q: 3 clusters Score -191039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191057.203125 Penalty: 3706.924072
	Iteration 19Q: 3 clusters Score -191057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -191070.968750 Penalty: 3706.924072
	Iteration 20F: 3 clusters Score -191071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191074.437500 Penalty: 3706.924072
	Iteration 21Q: 3 clusters Score -191074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -191081.296875 Penalty: 3706.924072
	Iteration 22Q: 3 clusters Score -191081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191088.640625 Penalty: 3706.924072
	Iteration 23Q: 3 clusters Score -191088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -191094.968750 Penalty: 3706.924072
	Iteration 24Q: 3 clusters Score -191095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -191103.125000 Penalty: 3706.924072
	Iteration 25Q: 3 clusters Score -191103.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -191123.593750 Penalty: 3706.924072
	Iteration 26Q: 3 clusters Score -191123.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -191150.406250 Penalty: 3706.924072
	Iteration 27Q: 3 clusters Score -191150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -191181.859375 Penalty: 3706.924072
	Iteration 28Q: 3 clusters Score -191181.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -191232.000000 Penalty: 3706.924072
	Iteration 29Q: 3 clusters Score -191232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -191279.906250 Penalty: 3706.924072
	Iteration 30Q: 3 clusters Score -191279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -191312.312500 Penalty: 3706.924072
	Iteration 31Q: 3 clusters Score -191312.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191322.625000 Penalty: 3706.924072
	Iteration 32Q: 3 clusters Score -191322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -191325.390625 Penalty: 3706.924072
	Iteration 33Q: 3 clusters Score -191325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191326.734375 Penalty: 3706.924072
	Iteration 34Q: 3 clusters Score -191326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191326.734375 Penalty: 3706.924072
	Iteration 35F: 3 clusters Score -191326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Entering Unmasked Estep 
Score: -1778200.500000 Penalty: 2406.909424
	Iteration 0F: 2 clusters Score -1778200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1766516.500000 Penalty: 4813.818848
	Iteration 0F: 3 clusters Score -1766516 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1770305.875000 Penalty: 4813.818848
	Iteration 1F: 3 clusters Score -1770306 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1770673.250000 Penalty: 4813.818848
	Iteration 2F: 3 clusters Score -1770673 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1770984.125000 Penalty: 4813.818848
	Iteration 3Q: 3 clusters Score -1770984 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1771240.000000 Penalty: 4813.818848
	Iteration 4Q: 3 clusters Score -1771240 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1771498.750000 Penalty: 4813.818848
	Iteration 5Q: 3 clusters Score -1771499 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1771800.500000 Penalty: 4813.818848
	Iteration 6Q: 3 clusters Score -1771800 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1772166.250000 Penalty: 4813.818848
	Iteration 7Q: 3 clusters Score -1772166 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1772681.875000 Penalty: 4813.818848
	Iteration 8Q: 3 clusters Score -1772682 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1773277.625000 Penalty: 4813.818848
	Iteration 9Q: 3 clusters Score -1773278 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1773837.000000 Penalty: 4813.818848
	Iteration 10Q: 3 clusters Score -1773837 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1774352.250000 Penalty: 4813.818848
	Iteration 11Q: 3 clusters Score -1774352 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1774815.125000 Penalty: 4813.818848
	Iteration 12Q: 3 clusters Score -1774815 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1775182.375000 Penalty: 4813.818848
	Iteration 13Q: 3 clusters Score -1775182 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1775444.875000 Penalty: 4813.818848
	Iteration 14Q: 3 clusters Score -1775445 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1775642.875000 Penalty: 4813.818848
	Iteration 15Q: 3 clusters Score -1775643 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1775773.375000 Penalty: 4813.818848
	Iteration 16Q: 3 clusters Score -1775773 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1775870.875000 Penalty: 4813.818848
	Iteration 17Q: 3 clusters Score -1775871 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1775940.375000 Penalty: 4813.818848
	Iteration 18Q: 3 clusters Score -1775940 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1775974.875000 Penalty: 4813.818848
	Iteration 19Q: 3 clusters Score -1775975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1776001.125000 Penalty: 4813.818848
	Iteration 20F: 3 clusters Score -1776001 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1776023.625000 Penalty: 4813.818848
	Iteration 21Q: 3 clusters Score -1776024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1776035.875000 Penalty: 4813.818848
	Iteration 22Q: 3 clusters Score -1776036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1776045.875000 Penalty: 4813.818848
	Iteration 23Q: 3 clusters Score -1776046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1776058.250000 Penalty: 4813.818848
	Iteration 24Q: 3 clusters Score -1776058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1776072.125000 Penalty: 4813.818848
	Iteration 25Q: 3 clusters Score -1776072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1776083.375000 Penalty: 4813.818848
	Iteration 26Q: 3 clusters Score -1776083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1776097.500000 Penalty: 4813.818848
	Iteration 27Q: 3 clusters Score -1776098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1776110.875000 Penalty: 4813.818848
	Iteration 28Q: 3 clusters Score -1776111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1776114.375000 Penalty: 4813.818848
	Iteration 29Q: 3 clusters Score -1776114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1776123.875000 Penalty: 4813.818848
	Iteration 30Q: 3 clusters Score -1776124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1776123.125000 Penalty: 4813.818848
	Iteration 31Q: 3 clusters Score -1776123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1776136.625000 Penalty: 4813.818848
	Iteration 32Q: 3 clusters Score -1776137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1776142.375000 Penalty: 4813.818848
	Iteration 33Q: 3 clusters Score -1776142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1776145.375000 Penalty: 4813.818848
	Iteration 34Q: 3 clusters Score -1776145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1776149.750000 Penalty: 4813.818848
	Iteration 35Q: 3 clusters Score -1776150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1776157.875000 Penalty: 4813.818848
	Iteration 36Q: 3 clusters Score -1776158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1776164.375000 Penalty: 4813.818848
	Iteration 37Q: 3 clusters Score -1776164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1776166.375000 Penalty: 4813.818848
	Iteration 38Q: 3 clusters Score -1776166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1776168.375000 Penalty: 4813.818848
	Iteration 39Q: 3 clusters Score -1776168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1776172.250000 Penalty: 4813.818848
	Iteration 40F: 3 clusters Score -1776172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1776176.750000 Penalty: 4813.818848
	Iteration 41Q: 3 clusters Score -1776177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1776180.625000 Penalty: 4813.818848
	Iteration 42Q: 3 clusters Score -1776181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1776180.000000 Penalty: 4813.818848
	Iteration 43Q: 3 clusters Score -1776180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1776182.375000 Penalty: 4813.818848
	Iteration 44Q: 3 clusters Score -1776182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1776184.875000 Penalty: 4813.818848
	Iteration 45Q: 3 clusters Score -1776185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1776189.500000 Penalty: 4813.818848
	Iteration 46Q: 3 clusters Score -1776190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1776189.125000 Penalty: 4813.818848
	Iteration 47Q: 3 clusters Score -1776189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1776193.750000 Penalty: 4813.818848
	Iteration 48Q: 3 clusters Score -1776194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1776188.625000 Penalty: 4813.818848
	Iteration 49Q: 3 clusters Score -1776189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1776194.375000 Penalty: 4813.818848
	Iteration 50Q: 3 clusters Score -1776194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1776195.500000 Penalty: 4813.818848
	Iteration 51Q: 3 clusters Score -1776196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1776193.625000 Penalty: 4813.818848
	Iteration 52Q: 3 clusters Score -1776194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1776196.000000 Penalty: 4813.818848
	Iteration 53Q: 3 clusters Score -1776196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1776196.250000 Penalty: 4813.818848
	Iteration 54Q: 3 clusters Score -1776196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1776203.250000 Penalty: 4813.818848
	Iteration 55Q: 3 clusters Score -1776203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1776200.125000 Penalty: 4813.818848
	Iteration 56Q: 3 clusters Score -1776200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1776198.375000 Penalty: 4813.818848
	Iteration 57Q: 3 clusters Score -1776198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1776202.375000 Penalty: 4813.818848
	Iteration 58Q: 3 clusters Score -1776202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1776200.000000 Penalty: 4813.818848
	Iteration 59Q: 3 clusters Score -1776200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1776201.125000 Penalty: 4813.818848
	Iteration 60F: 3 clusters Score -1776201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1776204.250000 Penalty: 4813.818848
	Iteration 61Q: 3 clusters Score -1776204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1776208.500000 Penalty: 4813.818848
	Iteration 62Q: 3 clusters Score -1776208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1776208.875000 Penalty: 4813.818848
	Iteration 63Q: 3 clusters Score -1776209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1776212.125000 Penalty: 4813.818848
	Iteration 64Q: 3 clusters Score -1776212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1776211.125000 Penalty: 4813.818848
	Iteration 65Q: 3 clusters Score -1776211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1776211.250000 Penalty: 4813.818848
	Iteration 66Q: 3 clusters Score -1776211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1776207.125000 Penalty: 4813.818848
	Iteration 67Q: 3 clusters Score -1776207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1776208.375000 Penalty: 4813.818848
	Iteration 68Q: 3 clusters Score -1776208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1776206.625000 Penalty: 4813.818848
	Iteration 69Q: 3 clusters Score -1776207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1776209.625000 Penalty: 4813.818848
	Iteration 70Q: 3 clusters Score -1776210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1776210.625000 Penalty: 4813.818848
	Iteration 71Q: 3 clusters Score -1776211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1776212.625000 Penalty: 4813.818848
	Iteration 72Q: 3 clusters Score -1776213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1776215.875000 Penalty: 4813.818848
	Iteration 73Q: 3 clusters Score -1776216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1776212.875000 Penalty: 4813.818848
	Iteration 74Q: 3 clusters Score -1776213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1776214.125000 Penalty: 4813.818848
	Iteration 75Q: 3 clusters Score -1776214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1776213.375000 Penalty: 4813.818848
	Iteration 76Q: 3 clusters Score -1776213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1776213.500000 Penalty: 4813.818848
	Iteration 77Q: 3 clusters Score -1776214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1776213.000000 Penalty: 4813.818848
	Iteration 78Q: 3 clusters Score -1776213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1776212.500000 Penalty: 4813.818848
	Iteration 79Q: 3 clusters Score -1776212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1776215.125000 Penalty: 4813.818848
	Iteration 80F: 3 clusters Score -1776215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1776212.375000 Penalty: 4813.818848
	Iteration 81Q: 3 clusters Score -1776212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1776212.125000 Penalty: 4813.818848
	Iteration 82Q: 3 clusters Score -1776212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1776213.000000 Penalty: 4813.818848
	Iteration 83Q: 3 clusters Score -1776213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1776211.500000 Penalty: 4813.818848
	Iteration 84Q: 3 clusters Score -1776212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1776213.375000 Penalty: 4813.818848
	Iteration 85Q: 3 clusters Score -1776213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1776216.125000 Penalty: 4813.818848
	Iteration 86Q: 3 clusters Score -1776216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1776215.000000 Penalty: 4813.818848
	Iteration 87Q: 3 clusters Score -1776215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1776211.375000 Penalty: 4813.818848
	Iteration 88Q: 3 clusters Score -1776211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1776214.250000 Penalty: 4813.818848
	Iteration 89Q: 3 clusters Score -1776214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1776218.375000 Penalty: 4813.818848
	Iteration 90Q: 3 clusters Score -1776218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1776216.750000 Penalty: 4813.818848
	Iteration 91Q: 3 clusters Score -1776217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1776217.000000 Penalty: 4813.818848
	Iteration 92Q: 3 clusters Score -1776217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1776216.750000 Penalty: 4813.818848
	Iteration 93Q: 3 clusters Score -1776217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1776216.125000 Penalty: 4813.818848
	Iteration 94Q: 3 clusters Score -1776216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1776215.875000 Penalty: 4813.818848
	Iteration 95Q: 3 clusters Score -1776216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1776215.875000 Penalty: 4813.818848
	Iteration 96Q: 3 clusters Score -1776216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1776216.875000 Penalty: 4813.818848
	Iteration 97Q: 3 clusters Score -1776217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1776220.875000 Penalty: 4813.818848
	Iteration 98Q: 3 clusters Score -1776221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1776220.000000 Penalty: 4813.818848
	Iteration 99Q: 3 clusters Score -1776220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1776217.750000 Penalty: 4813.818848
	Iteration 100F: 3 clusters Score -1776218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1776218.250000 Penalty: 4813.818848
	Iteration 101Q: 3 clusters Score -1776218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1776218.500000 Penalty: 4813.818848
	Iteration 102Q: 3 clusters Score -1776218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1776216.125000 Penalty: 4813.818848
	Iteration 103Q: 3 clusters Score -1776216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1776220.750000 Penalty: 4813.818848
	Iteration 104Q: 3 clusters Score -1776221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1776223.125000 Penalty: 4813.818848
	Iteration 105Q: 3 clusters Score -1776223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1776220.875000 Penalty: 4813.818848
	Iteration 106Q: 3 clusters Score -1776221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1776222.125000 Penalty: 4813.818848
	Iteration 107Q: 3 clusters Score -1776222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1776220.000000 Penalty: 4813.818848
	Iteration 108Q: 3 clusters Score -1776220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1776221.625000 Penalty: 4813.818848
	Iteration 109Q: 3 clusters Score -1776222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1776220.625000 Penalty: 4813.818848
	Iteration 110Q: 3 clusters Score -1776221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1776224.500000 Penalty: 4813.818848
	Iteration 111Q: 3 clusters Score -1776224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1776225.000000 Penalty: 4813.818848
	Iteration 112Q: 3 clusters Score -1776225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1776225.000000 Penalty: 4813.818848
	Iteration 113F: 3 clusters Score -1776225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Entering Unmasked Estep 
Score: -1069258.750000 Penalty: 2270.318604
	Iteration 0F: 2 clusters Score -1069259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1061963.750000 Penalty: 4540.637207
	Iteration 0F: 3 clusters Score -1061964 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1064212.375000 Penalty: 4540.637207
	Iteration 1F: 3 clusters Score -1064212 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1064692.250000 Penalty: 4540.637207
	Iteration 2F: 3 clusters Score -1064692 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1065167.625000 Penalty: 4540.637207
	Iteration 3F: 3 clusters Score -1065168 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1065662.625000 Penalty: 4540.637207
	Iteration 4F: 3 clusters Score -1065663 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1066147.625000 Penalty: 4540.637207
	Iteration 5F: 3 clusters Score -1066148 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1066571.250000 Penalty: 4540.637207
	Iteration 6F: 3 clusters Score -1066571 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1066907.750000 Penalty: 4540.637207
	Iteration 7F: 3 clusters Score -1066908 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1067180.000000 Penalty: 4540.637207
	Iteration 8Q: 3 clusters Score -1067180 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1067384.750000 Penalty: 4540.637207
	Iteration 9Q: 3 clusters Score -1067385 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1067531.625000 Penalty: 4540.637207
	Iteration 10Q: 3 clusters Score -1067532 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1067636.750000 Penalty: 4540.637207
	Iteration 11Q: 3 clusters Score -1067637 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1067721.750000 Penalty: 4540.637207
	Iteration 12Q: 3 clusters Score -1067722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1067787.000000 Penalty: 4540.637207
	Iteration 13Q: 3 clusters Score -1067787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1067823.750000 Penalty: 4540.637207
	Iteration 14Q: 3 clusters Score -1067824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1067855.500000 Penalty: 4540.637207
	Iteration 15Q: 3 clusters Score -1067856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1067878.500000 Penalty: 4540.637207
	Iteration 16Q: 3 clusters Score -1067878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1067900.375000 Penalty: 4540.637207
	Iteration 17Q: 3 clusters Score -1067900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1067924.625000 Penalty: 4540.637207
	Iteration 18Q: 3 clusters Score -1067925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1067945.375000 Penalty: 4540.637207
	Iteration 19Q: 3 clusters Score -1067945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1067963.375000 Penalty: 4540.637207
	Iteration 20F: 3 clusters Score -1067963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1067974.750000 Penalty: 4540.637207
	Iteration 21Q: 3 clusters Score -1067975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1067991.500000 Penalty: 4540.637207
	Iteration 22Q: 3 clusters Score -1067992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1068005.750000 Penalty: 4540.637207
	Iteration 23Q: 3 clusters Score -1068006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1068013.125000 Penalty: 4540.637207
	Iteration 24Q: 3 clusters Score -1068013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1068018.500000 Penalty: 4540.637207
	Iteration 25Q: 3 clusters Score -1068018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1068024.875000 Penalty: 4540.637207
	Iteration 26Q: 3 clusters Score -1068025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1068030.625000 Penalty: 4540.637207
	Iteration 27Q: 3 clusters Score -1068031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1068038.000000 Penalty: 4540.637207
	Iteration 28Q: 3 clusters Score -1068038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1068045.875000 Penalty: 4540.637207
	Iteration 29Q: 3 clusters Score -1068046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1068053.000000 Penalty: 4540.637207
	Iteration 30Q: 3 clusters Score -1068053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1068061.125000 Penalty: 4540.637207
	Iteration 31Q: 3 clusters Score -1068061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1068066.375000 Penalty: 4540.637207
	Iteration 32Q: 3 clusters Score -1068066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1068071.000000 Penalty: 4540.637207
	Iteration 33Q: 3 clusters Score -1068071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1068072.625000 Penalty: 4540.637207
	Iteration 34Q: 3 clusters Score -1068073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1068076.875000 Penalty: 4540.637207
	Iteration 35Q: 3 clusters Score -1068077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1068078.875000 Penalty: 4540.637207
	Iteration 36Q: 3 clusters Score -1068079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1068082.375000 Penalty: 4540.637207
	Iteration 37Q: 3 clusters Score -1068082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1068084.750000 Penalty: 4540.637207
	Iteration 38Q: 3 clusters Score -1068085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1068090.000000 Penalty: 4540.637207
	Iteration 39Q: 3 clusters Score -1068090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1068091.875000 Penalty: 4540.637207
	Iteration 40F: 3 clusters Score -1068092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1068094.875000 Penalty: 4540.637207
	Iteration 41Q: 3 clusters Score -1068095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1068098.500000 Penalty: 4540.637207
	Iteration 42Q: 3 clusters Score -1068098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1068100.125000 Penalty: 4540.637207
	Iteration 43Q: 3 clusters Score -1068100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1068102.250000 Penalty: 4540.637207
	Iteration 44Q: 3 clusters Score -1068102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1068100.750000 Penalty: 4540.637207
	Iteration 45Q: 3 clusters Score -1068101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1068101.250000 Penalty: 4540.637207
	Iteration 46Q: 3 clusters Score -1068101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1068101.250000 Penalty: 4540.637207
	Iteration 47F: 3 clusters Score -1068101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Entering Unmasked Estep 
Score: -4296256.000000 Penalty: 2613.870361
	Iteration 0F: 2 clusters Score -4296256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4270546.000000 Penalty: 5227.740723
	Iteration 0F: 3 clusters Score -4270546 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4280057.500000 Penalty: 5227.740723
	Iteration 1F: 3 clusters Score -4280058 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4280567.500000 Penalty: 5227.740723
	Iteration 2Q: 3 clusters Score -4280568 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4281059.000000 Penalty: 5227.740723
	Iteration 3Q: 3 clusters Score -4281059 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4281594.500000 Penalty: 5227.740723
	Iteration 4Q: 3 clusters Score -4281594 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -4282375.500000 Penalty: 5227.740723
	Iteration 5Q: 3 clusters Score -4282376 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4283457.000000 Penalty: 5227.740723
	Iteration 6F: 3 clusters Score -4283457 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4285118.000000 Penalty: 5227.740723
	Iteration 7F: 3 clusters Score -4285118 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4287227.500000 Penalty: 5227.740723
	Iteration 8F: 3 clusters Score -4287228 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4289518.500000 Penalty: 5227.740723
	Iteration 9F: 3 clusters Score -4289518 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4291338.000000 Penalty: 5227.740723
	Iteration 10F: 3 clusters Score -4291338 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4292632.000000 Penalty: 5227.740723
	Iteration 11Q: 3 clusters Score -4292632 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4293275.000000 Penalty: 5227.740723
	Iteration 12Q: 3 clusters Score -4293275 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4293585.500000 Penalty: 5227.740723
	Iteration 13Q: 3 clusters Score -4293586 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4293803.000000 Penalty: 5227.740723
	Iteration 14Q: 3 clusters Score -4293803 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4293911.500000 Penalty: 5227.740723
	Iteration 15Q: 3 clusters Score -4293912 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4294012.000000 Penalty: 5227.740723
	Iteration 16Q: 3 clusters Score -4294012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4294071.000000 Penalty: 5227.740723
	Iteration 17Q: 3 clusters Score -4294071 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -4294106.000000 Penalty: 5227.740723
	Iteration 18Q: 3 clusters Score -4294106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4294137.500000 Penalty: 5227.740723
	Iteration 19Q: 3 clusters Score -4294138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4294162.500000 Penalty: 5227.740723
	Iteration 20F: 3 clusters Score -4294162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4294198.000000 Penalty: 5227.740723
	Iteration 21Q: 3 clusters Score -4294198 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4294209.000000 Penalty: 5227.740723
	Iteration 22Q: 3 clusters Score -4294209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4294238.500000 Penalty: 5227.740723
	Iteration 23Q: 3 clusters Score -4294238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4294255.000000 Penalty: 5227.740723
	Iteration 24Q: 3 clusters Score -4294255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4294266.500000 Penalty: 5227.740723
	Iteration 25Q: 3 clusters Score -4294266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -4294281.500000 Penalty: 5227.740723
	Iteration 26Q: 3 clusters Score -4294282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4294298.500000 Penalty: 5227.740723
	Iteration 27Q: 3 clusters Score -4294298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4294312.000000 Penalty: 5227.740723
	Iteration 28Q: 3 clusters Score -4294312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4294341.000000 Penalty: 5227.740723
	Iteration 29Q: 3 clusters Score -4294341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4294338.500000 Penalty: 5227.740723
	Iteration 30Q: 3 clusters Score -4294338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4294353.500000 Penalty: 5227.740723
	Iteration 31Q: 3 clusters Score -4294354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4294357.500000 Penalty: 5227.740723
	Iteration 32Q: 3 clusters Score -4294358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4294370.000000 Penalty: 5227.740723
	Iteration 33Q: 3 clusters Score -4294370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -4294372.500000 Penalty: 5227.740723
	Iteration 34Q: 3 clusters Score -4294372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4294377.000000 Penalty: 5227.740723
	Iteration 35Q: 3 clusters Score -4294377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4294385.000000 Penalty: 5227.740723
	Iteration 36Q: 3 clusters Score -4294385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4294384.500000 Penalty: 5227.740723
	Iteration 37Q: 3 clusters Score -4294384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4294387.000000 Penalty: 5227.740723
	Iteration 38Q: 3 clusters Score -4294387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4294395.000000 Penalty: 5227.740723
	Iteration 39Q: 3 clusters Score -4294395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4294392.000000 Penalty: 5227.740723
	Iteration 40F: 3 clusters Score -4294392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4294390.500000 Penalty: 5227.740723
	Iteration 41Q: 3 clusters Score -4294390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4294392.000000 Penalty: 5227.740723
	Iteration 42Q: 3 clusters Score -4294392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4294393.000000 Penalty: 5227.740723
	Iteration 43Q: 3 clusters Score -4294393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4294395.500000 Penalty: 5227.740723
	Iteration 44Q: 3 clusters Score -4294396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4294391.500000 Penalty: 5227.740723
	Iteration 45Q: 3 clusters Score -4294392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4294392.000000 Penalty: 5227.740723
	Iteration 46Q: 3 clusters Score -4294392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4294390.500000 Penalty: 5227.740723
	Iteration 47Q: 3 clusters Score -4294390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4294393.500000 Penalty: 5227.740723
	Iteration 48Q: 3 clusters Score -4294394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4294397.000000 Penalty: 5227.740723
	Iteration 49Q: 3 clusters Score -4294397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4294401.500000 Penalty: 5227.740723
	Iteration 50Q: 3 clusters Score -4294402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4294403.500000 Penalty: 5227.740723
	Iteration 51Q: 3 clusters Score -4294404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4294404.500000 Penalty: 5227.740723
	Iteration 52Q: 3 clusters Score -4294404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4294405.000000 Penalty: 5227.740723
	Iteration 53Q: 3 clusters Score -4294405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4294399.000000 Penalty: 5227.740723
	Iteration 54Q: 3 clusters Score -4294399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4294404.500000 Penalty: 5227.740723
	Iteration 55Q: 3 clusters Score -4294404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4294403.500000 Penalty: 5227.740723
	Iteration 56Q: 3 clusters Score -4294404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4294401.000000 Penalty: 5227.740723
	Iteration 57Q: 3 clusters Score -4294401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4294399.500000 Penalty: 5227.740723
	Iteration 58Q: 3 clusters Score -4294400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4294399.500000 Penalty: 5227.740723
	Iteration 59F: 3 clusters Score -4294400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Entering Unmasked Estep 
Score: -4326670.000000 Penalty: 2620.334961
	Iteration 0F: 2 clusters Score -4326670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4300453.000000 Penalty: 5240.669922
	Iteration 0F: 3 clusters Score -4300453 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4310076.000000 Penalty: 5240.669922
	Iteration 1F: 3 clusters Score -4310076 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4310513.500000 Penalty: 5240.669922
	Iteration 2Q: 3 clusters Score -4310514 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4310977.000000 Penalty: 5240.669922
	Iteration 3Q: 3 clusters Score -4310977 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4311413.500000 Penalty: 5240.669922
	Iteration 4Q: 3 clusters Score -4311414 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4312001.500000 Penalty: 5240.669922
	Iteration 5Q: 3 clusters Score -4312002 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4312767.500000 Penalty: 5240.669922
	Iteration 6Q: 3 clusters Score -4312768 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4313829.500000 Penalty: 5240.669922
	Iteration 7Q: 3 clusters Score -4313830 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4315416.500000 Penalty: 5240.669922
	Iteration 8F: 3 clusters Score -4315416 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4317560.000000 Penalty: 5240.669922
	Iteration 9F: 3 clusters Score -4317560 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4319816.000000 Penalty: 5240.669922
	Iteration 10F: 3 clusters Score -4319816 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4321365.000000 Penalty: 5240.669922
	Iteration 11F: 3 clusters Score -4321365 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4322189.500000 Penalty: 5240.669922
	Iteration 12Q: 3 clusters Score -4322190 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -4322749.000000 Penalty: 5240.669922
	Iteration 13Q: 3 clusters Score -4322749 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4323179.500000 Penalty: 5240.669922
	Iteration 14Q: 3 clusters Score -4323180 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4323428.000000 Penalty: 5240.669922
	Iteration 15Q: 3 clusters Score -4323428 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4323597.000000 Penalty: 5240.669922
	Iteration 16Q: 3 clusters Score -4323597 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -4323699.000000 Penalty: 5240.669922
	Iteration 17Q: 3 clusters Score -4323699 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4323760.500000 Penalty: 5240.669922
	Iteration 18Q: 3 clusters Score -4323760 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4323786.500000 Penalty: 5240.669922
	Iteration 19Q: 3 clusters Score -4323786 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4323814.000000 Penalty: 5240.669922
	Iteration 20F: 3 clusters Score -4323814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4323853.000000 Penalty: 5240.669922
	Iteration 21Q: 3 clusters Score -4323853 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4323875.500000 Penalty: 5240.669922
	Iteration 22Q: 3 clusters Score -4323876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4323886.500000 Penalty: 5240.669922
	Iteration 23Q: 3 clusters Score -4323886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -4323901.500000 Penalty: 5240.669922
	Iteration 24Q: 3 clusters Score -4323902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4323926.500000 Penalty: 5240.669922
	Iteration 25Q: 3 clusters Score -4323926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4323931.000000 Penalty: 5240.669922
	Iteration 26Q: 3 clusters Score -4323931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4323944.500000 Penalty: 5240.669922
	Iteration 27Q: 3 clusters Score -4323944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4323944.500000 Penalty: 5240.669922
	Iteration 28Q: 3 clusters Score -4323944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4323938.000000 Penalty: 5240.669922
	Iteration 29Q: 3 clusters Score -4323938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4323954.000000 Penalty: 5240.669922
	Iteration 30Q: 3 clusters Score -4323954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4323968.000000 Penalty: 5240.669922
	Iteration 31Q: 3 clusters Score -4323968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4323989.000000 Penalty: 5240.669922
	Iteration 32Q: 3 clusters Score -4323989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4324005.000000 Penalty: 5240.669922
	Iteration 33Q: 3 clusters Score -4324005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4324019.000000 Penalty: 5240.669922
	Iteration 34Q: 3 clusters Score -4324019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4324024.500000 Penalty: 5240.669922
	Iteration 35Q: 3 clusters Score -4324024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4324038.500000 Penalty: 5240.669922
	Iteration 36Q: 3 clusters Score -4324038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4324049.500000 Penalty: 5240.669922
	Iteration 37Q: 3 clusters Score -4324050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4324049.000000 Penalty: 5240.669922
	Iteration 38Q: 3 clusters Score -4324049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -4324052.500000 Penalty: 5240.669922
	Iteration 39Q: 3 clusters Score -4324052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4324048.000000 Penalty: 5240.669922
	Iteration 40F: 3 clusters Score -4324048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4324047.500000 Penalty: 5240.669922
	Iteration 41Q: 3 clusters Score -4324048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4324052.500000 Penalty: 5240.669922
	Iteration 42Q: 3 clusters Score -4324052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -4324062.000000 Penalty: 5240.669922
	Iteration 43Q: 3 clusters Score -4324062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4324055.500000 Penalty: 5240.669922
	Iteration 44Q: 3 clusters Score -4324056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4324065.500000 Penalty: 5240.669922
	Iteration 45Q: 3 clusters Score -4324066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -4324071.500000 Penalty: 5240.669922
	Iteration 46Q: 3 clusters Score -4324072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4324083.000000 Penalty: 5240.669922
	Iteration 47Q: 3 clusters Score -4324083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4324079.000000 Penalty: 5240.669922
	Iteration 48Q: 3 clusters Score -4324079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4324086.500000 Penalty: 5240.669922
	Iteration 49Q: 3 clusters Score -4324086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4324095.000000 Penalty: 5240.669922
	Iteration 50Q: 3 clusters Score -4324095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4324115.500000 Penalty: 5240.669922
	Iteration 51Q: 3 clusters Score -4324116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4324110.000000 Penalty: 5240.669922
	Iteration 52Q: 3 clusters Score -4324110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4324119.000000 Penalty: 5240.669922
	Iteration 53Q: 3 clusters Score -4324119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4324126.500000 Penalty: 5240.669922
	Iteration 54Q: 3 clusters Score -4324126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4324119.000000 Penalty: 5240.669922
	Iteration 55Q: 3 clusters Score -4324119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4324123.000000 Penalty: 5240.669922
	Iteration 56Q: 3 clusters Score -4324123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4324118.500000 Penalty: 5240.669922
	Iteration 57Q: 3 clusters Score -4324118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4324118.000000 Penalty: 5240.669922
	Iteration 58Q: 3 clusters Score -4324118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4324126.000000 Penalty: 5240.669922
	Iteration 59Q: 3 clusters Score -4324126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4324130.500000 Penalty: 5240.669922
	Iteration 60F: 3 clusters Score -4324130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4324141.500000 Penalty: 5240.669922
	Iteration 61Q: 3 clusters Score -4324142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4324154.000000 Penalty: 5240.669922
	Iteration 62Q: 3 clusters Score -4324154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -4324160.000000 Penalty: 5240.669922
	Iteration 63Q: 3 clusters Score -4324160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -4324175.000000 Penalty: 5240.669922
	Iteration 64Q: 3 clusters Score -4324175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4324173.500000 Penalty: 5240.669922
	Iteration 65Q: 3 clusters Score -4324174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4324184.000000 Penalty: 5240.669922
	Iteration 66Q: 3 clusters Score -4324184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -4324187.000000 Penalty: 5240.669922
	Iteration 67Q: 3 clusters Score -4324187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -4324190.000000 Penalty: 5240.669922
	Iteration 68Q: 3 clusters Score -4324190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -4324191.000000 Penalty: 5240.669922
	Iteration 69Q: 3 clusters Score -4324191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -4324181.500000 Penalty: 5240.669922
	Iteration 70Q: 3 clusters Score -4324182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4324191.500000 Penalty: 5240.669922
	Iteration 71Q: 3 clusters Score -4324192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -4324187.000000 Penalty: 5240.669922
	Iteration 72Q: 3 clusters Score -4324187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4324188.000000 Penalty: 5240.669922
	Iteration 73Q: 3 clusters Score -4324188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4324197.500000 Penalty: 5240.669922
	Iteration 74Q: 3 clusters Score -4324198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4324192.000000 Penalty: 5240.669922
	Iteration 75Q: 3 clusters Score -4324192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4324192.500000 Penalty: 5240.669922
	Iteration 76Q: 3 clusters Score -4324192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4324195.000000 Penalty: 5240.669922
	Iteration 77Q: 3 clusters Score -4324195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -4324189.000000 Penalty: 5240.669922
	Iteration 78Q: 3 clusters Score -4324189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4324189.000000 Penalty: 5240.669922
	Iteration 79Q: 3 clusters Score -4324189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -4324195.500000 Penalty: 5240.669922
	Iteration 80F: 3 clusters Score -4324196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4324194.500000 Penalty: 5240.669922
	Iteration 81Q: 3 clusters Score -4324194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -4324196.000000 Penalty: 5240.669922
	Iteration 82Q: 3 clusters Score -4324196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4324199.000000 Penalty: 5240.669922
	Iteration 83Q: 3 clusters Score -4324199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -4324199.000000 Penalty: 5240.669922
	Iteration 84Q: 3 clusters Score -4324199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4324205.000000 Penalty: 5240.669922
	Iteration 85Q: 3 clusters Score -4324205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4324213.000000 Penalty: 5240.669922
	Iteration 86Q: 3 clusters Score -4324213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4324209.000000 Penalty: 5240.669922
	Iteration 87Q: 3 clusters Score -4324209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4324216.500000 Penalty: 5240.669922
	Iteration 88Q: 3 clusters Score -4324216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4324216.000000 Penalty: 5240.669922
	Iteration 89Q: 3 clusters Score -4324216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4324214.500000 Penalty: 5240.669922
	Iteration 90Q: 3 clusters Score -4324214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -4324215.500000 Penalty: 5240.669922
	Iteration 91Q: 3 clusters Score -4324216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4324207.500000 Penalty: 5240.669922
	Iteration 92Q: 3 clusters Score -4324208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4324217.500000 Penalty: 5240.669922
	Iteration 93Q: 3 clusters Score -4324218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4324221.500000 Penalty: 5240.669922
	Iteration 94Q: 3 clusters Score -4324222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -4324216.500000 Penalty: 5240.669922
	Iteration 95Q: 3 clusters Score -4324216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -4324219.000000 Penalty: 5240.669922
	Iteration 96Q: 3 clusters Score -4324219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4324214.500000 Penalty: 5240.669922
	Iteration 97Q: 3 clusters Score -4324214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -4324206.500000 Penalty: 5240.669922
	Iteration 98Q: 3 clusters Score -4324206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -4324216.500000 Penalty: 5240.669922
	Iteration 99Q: 3 clusters Score -4324216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4324205.000000 Penalty: 5240.669922
	Iteration 100F: 3 clusters Score -4324205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4324203.000000 Penalty: 5240.669922
	Iteration 101Q: 3 clusters Score -4324203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4324210.000000 Penalty: 5240.669922
	Iteration 102Q: 3 clusters Score -4324210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4324208.500000 Penalty: 5240.669922
	Iteration 103Q: 3 clusters Score -4324208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4324208.000000 Penalty: 5240.669922
	Iteration 104Q: 3 clusters Score -4324208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -4324213.500000 Penalty: 5240.669922
	Iteration 105Q: 3 clusters Score -4324214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4324208.500000 Penalty: 5240.669922
	Iteration 106Q: 3 clusters Score -4324208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4324211.000000 Penalty: 5240.669922
	Iteration 107Q: 3 clusters Score -4324211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -4324218.000000 Penalty: 5240.669922
	Iteration 108Q: 3 clusters Score -4324218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -4324216.500000 Penalty: 5240.669922
	Iteration 109Q: 3 clusters Score -4324216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4324219.500000 Penalty: 5240.669922
	Iteration 110Q: 3 clusters Score -4324220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4324219.000000 Penalty: 5240.669922
	Iteration 111Q: 3 clusters Score -4324219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -4324210.000000 Penalty: 5240.669922
	Iteration 112Q: 3 clusters Score -4324210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -4324220.000000 Penalty: 5240.669922
	Iteration 113Q: 3 clusters Score -4324220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -4324225.500000 Penalty: 5240.669922
	Iteration 114Q: 3 clusters Score -4324226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -4324223.000000 Penalty: 5240.669922
	Iteration 115Q: 3 clusters Score -4324223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -4324223.000000 Penalty: 5240.669922
	Iteration 116Q: 3 clusters Score -4324223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -4324229.500000 Penalty: 5240.669922
	Iteration 117Q: 3 clusters Score -4324230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -4324233.500000 Penalty: 5240.669922
	Iteration 118Q: 3 clusters Score -4324234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4324232.500000 Penalty: 5240.669922
	Iteration 119Q: 3 clusters Score -4324232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -4324235.000000 Penalty: 5240.669922
	Iteration 120F: 3 clusters Score -4324235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -4324238.500000 Penalty: 5240.669922
	Iteration 121Q: 3 clusters Score -4324238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4324236.000000 Penalty: 5240.669922
	Iteration 122Q: 3 clusters Score -4324236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4324235.500000 Penalty: 5240.669922
	Iteration 123Q: 3 clusters Score -4324236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4324234.500000 Penalty: 5240.669922
	Iteration 124Q: 3 clusters Score -4324234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4324236.000000 Penalty: 5240.669922
	Iteration 125Q: 3 clusters Score -4324236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4324229.500000 Penalty: 5240.669922
	Iteration 126Q: 3 clusters Score -4324230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4324231.500000 Penalty: 5240.669922
	Iteration 127Q: 3 clusters Score -4324232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4324228.500000 Penalty: 5240.669922
	Iteration 128Q: 3 clusters Score -4324228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4324226.000000 Penalty: 5240.669922
	Iteration 129Q: 3 clusters Score -4324226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4324234.500000 Penalty: 5240.669922
	Iteration 130Q: 3 clusters Score -4324234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4324235.000000 Penalty: 5240.669922
	Iteration 131Q: 3 clusters Score -4324235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4324231.000000 Penalty: 5240.669922
	Iteration 132Q: 3 clusters Score -4324231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4324231.000000 Penalty: 5240.669922
	Iteration 133Q: 3 clusters Score -4324231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4324226.000000 Penalty: 5240.669922
	Iteration 134Q: 3 clusters Score -4324226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4324239.000000 Penalty: 5240.669922
	Iteration 135Q: 3 clusters Score -4324239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4324239.000000 Penalty: 5240.669922
	Iteration 136Q: 3 clusters Score -4324239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -4324240.000000 Penalty: 5240.669922
	Iteration 137Q: 3 clusters Score -4324240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4324241.000000 Penalty: 5240.669922
	Iteration 138Q: 3 clusters Score -4324241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -4324245.000000 Penalty: 5240.669922
	Iteration 139Q: 3 clusters Score -4324245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4324239.000000 Penalty: 5240.669922
	Iteration 140F: 3 clusters Score -4324239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4324238.500000 Penalty: 5240.669922
	Iteration 141Q: 3 clusters Score -4324238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4324237.000000 Penalty: 5240.669922
	Iteration 142Q: 3 clusters Score -4324237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4324240.000000 Penalty: 5240.669922
	Iteration 143Q: 3 clusters Score -4324240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4324241.500000 Penalty: 5240.669922
	Iteration 144Q: 3 clusters Score -4324242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4324243.500000 Penalty: 5240.669922
	Iteration 145Q: 3 clusters Score -4324244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4324244.500000 Penalty: 5240.669922
	Iteration 146Q: 3 clusters Score -4324244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -4324242.500000 Penalty: 5240.669922
	Iteration 147Q: 3 clusters Score -4324242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4324245.000000 Penalty: 5240.669922
	Iteration 148Q: 3 clusters Score -4324245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4324248.000000 Penalty: 5240.669922
	Iteration 149Q: 3 clusters Score -4324248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4324246.000000 Penalty: 5240.669922
	Iteration 150Q: 3 clusters Score -4324246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4324248.500000 Penalty: 5240.669922
	Iteration 151Q: 3 clusters Score -4324248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -4324252.500000 Penalty: 5240.669922
	Iteration 152Q: 3 clusters Score -4324252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4324262.500000 Penalty: 5240.669922
	Iteration 153Q: 3 clusters Score -4324262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4324267.000000 Penalty: 5240.669922
	Iteration 154Q: 3 clusters Score -4324267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4324267.000000 Penalty: 5240.669922
	Iteration 155Q: 3 clusters Score -4324267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4324268.500000 Penalty: 5240.669922
	Iteration 156Q: 3 clusters Score -4324268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -4324265.500000 Penalty: 5240.669922
	Iteration 157Q: 3 clusters Score -4324266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -4324261.000000 Penalty: 5240.669922
	Iteration 158Q: 3 clusters Score -4324261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4324264.000000 Penalty: 5240.669922
	Iteration 159Q: 3 clusters Score -4324264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4324260.000000 Penalty: 5240.669922
	Iteration 160F: 3 clusters Score -4324260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4324260.000000 Penalty: 5240.669922
	Iteration 161Q: 3 clusters Score -4324260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4324260.000000 Penalty: 5240.669922
	Iteration 162Q: 3 clusters Score -4324260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4324257.500000 Penalty: 5240.669922
	Iteration 163Q: 3 clusters Score -4324258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4324260.500000 Penalty: 5240.669922
	Iteration 164Q: 3 clusters Score -4324260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4324263.000000 Penalty: 5240.669922
	Iteration 165Q: 3 clusters Score -4324263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4324265.000000 Penalty: 5240.669922
	Iteration 166Q: 3 clusters Score -4324265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4324265.500000 Penalty: 5240.669922
	Iteration 167Q: 3 clusters Score -4324266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4324267.000000 Penalty: 5240.669922
	Iteration 168Q: 3 clusters Score -4324267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -4324267.000000 Penalty: 5240.669922
	Iteration 169Q: 3 clusters Score -4324267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4324261.000000 Penalty: 5240.669922
	Iteration 170Q: 3 clusters Score -4324261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -4324263.500000 Penalty: 5240.669922
	Iteration 171Q: 3 clusters Score -4324264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4324265.500000 Penalty: 5240.669922
	Iteration 172Q: 3 clusters Score -4324266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4324267.500000 Penalty: 5240.669922
	Iteration 173Q: 3 clusters Score -4324268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4324267.000000 Penalty: 5240.669922
	Iteration 174Q: 3 clusters Score -4324267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4324271.000000 Penalty: 5240.669922
	Iteration 175Q: 3 clusters Score -4324271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4324263.000000 Penalty: 5240.669922
	Iteration 176Q: 3 clusters Score -4324263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4324260.000000 Penalty: 5240.669922
	Iteration 177Q: 3 clusters Score -4324260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -4324259.000000 Penalty: 5240.669922
	Iteration 178Q: 3 clusters Score -4324259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4324271.000000 Penalty: 5240.669922
	Iteration 179Q: 3 clusters Score -4324271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4324266.500000 Penalty: 5240.669922
	Iteration 180F: 3 clusters Score -4324266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -4324259.500000 Penalty: 5240.669922
	Iteration 181Q: 3 clusters Score -4324260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4324262.000000 Penalty: 5240.669922
	Iteration 182Q: 3 clusters Score -4324262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4324266.500000 Penalty: 5240.669922
	Iteration 183Q: 3 clusters Score -4324266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4324264.000000 Penalty: 5240.669922
	Iteration 184Q: 3 clusters Score -4324264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -4324264.500000 Penalty: 5240.669922
	Iteration 185Q: 3 clusters Score -4324264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4324262.500000 Penalty: 5240.669922
	Iteration 186Q: 3 clusters Score -4324262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4324262.500000 Penalty: 5240.669922
	Iteration 187F: 3 clusters Score -4324262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -44864.148438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -44864.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43402.179688 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -43402.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43559.621094 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -43559.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43590.105469 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -43590.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43600.855469 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -43600.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43604.125000 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -43604.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43605.300781 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -43605.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43605.300781 Penalty: 3013.371582
	Iteration 6F: 3 clusters Score -43605.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231772 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54180 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38788 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590784.000000 Penalty: 64059.687500
Iteration 319Q: 20 clusters Score -8.859078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231768 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43289 members 
Mstep: Class 5 contains 257906 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54181 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38788 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590768.000000 Penalty: 64059.687500
Iteration 320F: 20 clusters Score -8.859077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231766 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257907 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54182 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38788 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590792.000000 Penalty: 64059.687500
Iteration 321Q: 20 clusters Score -8.859079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231766 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257906 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54184 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17618 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590760.000000 Penalty: 64059.687500
Iteration 322Q: 20 clusters Score -8.859076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231765 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257904 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54188 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17616 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590760.000000 Penalty: 64059.687500
Iteration 323Q: 20 clusters Score -8.859076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231763 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54193 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17614 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590680.000000 Penalty: 64059.687500
Iteration 324Q: 20 clusters Score -8.859068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 231763 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257902 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54196 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590712.000000 Penalty: 64059.687500
Iteration 325Q: 20 clusters Score -8.859071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 231759 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257904 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54198 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590744.000000 Penalty: 64059.687500
Iteration 326Q: 20 clusters Score -8.859074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231756 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590736.000000 Penalty: 64059.687500
Iteration 327Q: 20 clusters Score -8.859074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231752 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257904 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9462 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590744.000000 Penalty: 64059.687500
Iteration 328Q: 20 clusters Score -8.859074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 231752 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590712.000000 Penalty: 64059.687500
Iteration 329Q: 20 clusters Score -8.859071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 231751 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257903 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590712.000000 Penalty: 64059.687500
Iteration 330Q: 20 clusters Score -8.859071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 231750 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 257905 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590672.000000 Penalty: 64059.687500
Iteration 331Q: 20 clusters Score -8.859067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 231750 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257907 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590656.000000 Penalty: 64059.687500
Iteration 332Q: 20 clusters Score -8.859066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 231749 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257908 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590680.000000 Penalty: 64059.687500
Iteration 333Q: 20 clusters Score -8.859068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 231748 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257910 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37789 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590672.000000 Penalty: 64059.687500
Iteration 334Q: 20 clusters Score -8.859067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 231747 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257912 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37788 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590664.000000 Penalty: 64059.687500
Iteration 335Q: 20 clusters Score -8.859066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 231745 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257913 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37788 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590656.000000 Penalty: 64059.687500
Iteration 336Q: 20 clusters Score -8.859066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 231745 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257913 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37788 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88590656.000000 Penalty: 64059.687500
Iteration 337F: 20 clusters Score -8.859066e+07 nChanged 0
Entering ConstructFrom: 
Score: -88590656.000000 Penalty: 64059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (37178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Entering Unmasked Estep 
Score: -4207557.000000 Penalty: 2609.821289
	Iteration 0F: 2 clusters Score -4207557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4182350.000000 Penalty: 5219.642578
	Iteration 0F: 3 clusters Score -4182350 nChanged 16972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4192119.750000 Penalty: 5219.642578
	Iteration 1F: 3 clusters Score -4192120 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4193626.500000 Penalty: 5219.642578
	Iteration 2F: 3 clusters Score -4193626 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4195927.500000 Penalty: 5219.642578
	Iteration 3F: 3 clusters Score -4195928 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4198764.000000 Penalty: 5219.642578
	Iteration 4F: 3 clusters Score -4198764 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4201267.500000 Penalty: 5219.642578
	Iteration 5F: 3 clusters Score -4201268 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4203064.000000 Penalty: 5219.642578
	Iteration 6F: 3 clusters Score -4203064 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4204181.500000 Penalty: 5219.642578
	Iteration 7Q: 3 clusters Score -4204182 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4204991.500000 Penalty: 5219.642578
	Iteration 8Q: 3 clusters Score -4204992 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -4205561.500000 Penalty: 5219.642578
	Iteration 9Q: 3 clusters Score -4205562 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -4205913.500000 Penalty: 5219.642578
	Iteration 10Q: 3 clusters Score -4205914 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4206192.500000 Penalty: 5219.642578
	Iteration 11Q: 3 clusters Score -4206192 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4206409.000000 Penalty: 5219.642578
	Iteration 12Q: 3 clusters Score -4206409 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4206593.500000 Penalty: 5219.642578
	Iteration 13Q: 3 clusters Score -4206594 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4206717.000000 Penalty: 5219.642578
	Iteration 14Q: 3 clusters Score -4206717 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4206827.500000 Penalty: 5219.642578
	Iteration 15Q: 3 clusters Score -4206828 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4206935.500000 Penalty: 5219.642578
	Iteration 16Q: 3 clusters Score -4206936 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4207016.000000 Penalty: 5219.642578
	Iteration 17Q: 3 clusters Score -4207016 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4207078.000000 Penalty: 5219.642578
	Iteration 18Q: 3 clusters Score -4207078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4207128.000000 Penalty: 5219.642578
	Iteration 19Q: 3 clusters Score -4207128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4207169.500000 Penalty: 5219.642578
	Iteration 20F: 3 clusters Score -4207170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4207191.500000 Penalty: 5219.642578
	Iteration 21Q: 3 clusters Score -4207192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4207194.500000 Penalty: 5219.642578
	Iteration 22Q: 3 clusters Score -4207194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4207208.500000 Penalty: 5219.642578
	Iteration 23Q: 3 clusters Score -4207208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4207240.000000 Penalty: 5219.642578
	Iteration 24Q: 3 clusters Score -4207240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4207254.500000 Penalty: 5219.642578
	Iteration 25Q: 3 clusters Score -4207254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4207265.000000 Penalty: 5219.642578
	Iteration 26Q: 3 clusters Score -4207265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4207269.000000 Penalty: 5219.642578
	Iteration 27Q: 3 clusters Score -4207269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4207275.500000 Penalty: 5219.642578
	Iteration 28Q: 3 clusters Score -4207276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4207274.000000 Penalty: 5219.642578
	Iteration 29Q: 3 clusters Score -4207274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4207282.500000 Penalty: 5219.642578
	Iteration 30Q: 3 clusters Score -4207282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4207293.500000 Penalty: 5219.642578
	Iteration 31Q: 3 clusters Score -4207294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4207300.500000 Penalty: 5219.642578
	Iteration 32Q: 3 clusters Score -4207300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4207307.500000 Penalty: 5219.642578
	Iteration 33Q: 3 clusters Score -4207308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4207319.500000 Penalty: 5219.642578
	Iteration 34Q: 3 clusters Score -4207320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4207316.500000 Penalty: 5219.642578
	Iteration 35Q: 3 clusters Score -4207316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4207335.500000 Penalty: 5219.642578
	Iteration 36Q: 3 clusters Score -4207336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4207351.000000 Penalty: 5219.642578
	Iteration 37Q: 3 clusters Score -4207351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4207357.500000 Penalty: 5219.642578
	Iteration 38Q: 3 clusters Score -4207358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4207361.000000 Penalty: 5219.642578
	Iteration 39Q: 3 clusters Score -4207361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4207366.500000 Penalty: 5219.642578
	Iteration 40F: 3 clusters Score -4207366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4207367.500000 Penalty: 5219.642578
	Iteration 41Q: 3 clusters Score -4207368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4207369.500000 Penalty: 5219.642578
	Iteration 42Q: 3 clusters Score -4207370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4207367.000000 Penalty: 5219.642578
	Iteration 43Q: 3 clusters Score -4207367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4207373.500000 Penalty: 5219.642578
	Iteration 44Q: 3 clusters Score -4207374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4207376.000000 Penalty: 5219.642578
	Iteration 45Q: 3 clusters Score -4207376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4207380.000000 Penalty: 5219.642578
	Iteration 46Q: 3 clusters Score -4207380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4207380.000000 Penalty: 5219.642578
	Iteration 47Q: 3 clusters Score -4207380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4207381.500000 Penalty: 5219.642578
	Iteration 48Q: 3 clusters Score -4207382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4207385.000000 Penalty: 5219.642578
	Iteration 49Q: 3 clusters Score -4207385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4207380.000000 Penalty: 5219.642578
	Iteration 50Q: 3 clusters Score -4207380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4207380.500000 Penalty: 5219.642578
	Iteration 51Q: 3 clusters Score -4207380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4207379.500000 Penalty: 5219.642578
	Iteration 52Q: 3 clusters Score -4207380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4207381.000000 Penalty: 5219.642578
	Iteration 53Q: 3 clusters Score -4207381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4207380.000000 Penalty: 5219.642578
	Iteration 54Q: 3 clusters Score -4207380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4207382.000000 Penalty: 5219.642578
	Iteration 55Q: 3 clusters Score -4207382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4207381.000000 Penalty: 5219.642578
	Iteration 56Q: 3 clusters Score -4207381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4207380.000000 Penalty: 5219.642578
	Iteration 57Q: 3 clusters Score -4207380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4207376.000000 Penalty: 5219.642578
	Iteration 58Q: 3 clusters Score -4207376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4207376.000000 Penalty: 5219.642578
	Iteration 59F: 3 clusters Score -4207376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231745 members 
Entering Unmasked Estep 
Score: -25954702.000000 Penalty: 3063.641357
	Iteration 0F: 2 clusters Score -2.59547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -25804608.000000 Penalty: 6127.282715
	Iteration 0F: 3 clusters Score -2.580461e+07 nChanged 111956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -25870858.000000 Penalty: 6127.282715
	Iteration 1F: 3 clusters Score -2.587086e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -25872312.000000 Penalty: 6127.282715
	Iteration 2Q: 3 clusters Score -2.587231e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124283 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -25874576.000000 Penalty: 6127.282715
	Iteration 3Q: 3 clusters Score -2.587458e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129432 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -25877952.000000 Penalty: 6127.282715
	Iteration 4Q: 3 clusters Score -2.587795e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -25883494.000000 Penalty: 6127.282715
	Iteration 5Q: 3 clusters Score -2.588349e+07 nChanged 14459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148747 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -25892278.000000 Penalty: 6127.282715
	Iteration 6F: 3 clusters Score -2.589228e+07 nChanged 16931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163104 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -25904976.000000 Penalty: 6127.282715
	Iteration 7F: 3 clusters Score -2.590498e+07 nChanged 16900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177872 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -25919180.000000 Penalty: 6127.282715
	Iteration 8F: 3 clusters Score -2.591918e+07 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189784 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -25930540.000000 Penalty: 6127.282715
	Iteration 9F: 3 clusters Score -2.593054e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197765 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -25937776.000000 Penalty: 6127.282715
	Iteration 10Q: 3 clusters Score -2.593778e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203387 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -25941950.000000 Penalty: 6127.282715
	Iteration 11Q: 3 clusters Score -2.594195e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207859 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -25944806.000000 Penalty: 6127.282715
	Iteration 12Q: 3 clusters Score -2.594481e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211823 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -25947096.000000 Penalty: 6127.282715
	Iteration 13Q: 3 clusters Score -2.59471e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215117 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -25948838.000000 Penalty: 6127.282715
	Iteration 14Q: 3 clusters Score -2.594884e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217980 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -25950180.000000 Penalty: 6127.282715
	Iteration 15Q: 3 clusters Score -2.595018e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220462 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -25951316.000000 Penalty: 6127.282715
	Iteration 16Q: 3 clusters Score -2.595132e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222515 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -25952246.000000 Penalty: 6127.282715
	Iteration 17Q: 3 clusters Score -2.595225e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224164 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -25952624.000000 Penalty: 6127.282715
	Iteration 18Q: 3 clusters Score -2.595262e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225454 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -25952962.000000 Penalty: 6127.282715
	Iteration 19Q: 3 clusters Score -2.595296e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226419 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -25952954.000000 Penalty: 6127.282715
	Iteration 20F: 3 clusters Score -2.595295e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227152 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -25953068.000000 Penalty: 6127.282715
	Iteration 21Q: 3 clusters Score -2.595307e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227708 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -25953078.000000 Penalty: 6127.282715
	Iteration 22Q: 3 clusters Score -2.595308e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228155 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -25953142.000000 Penalty: 6127.282715
	Iteration 23Q: 3 clusters Score -2.595314e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228511 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -25953168.000000 Penalty: 6127.282715
	Iteration 24Q: 3 clusters Score -2.595317e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228799 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -25953164.000000 Penalty: 6127.282715
	Iteration 25Q: 3 clusters Score -2.595316e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229040 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -25953226.000000 Penalty: 6127.282715
	Iteration 26Q: 3 clusters Score -2.595323e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229241 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -25953202.000000 Penalty: 6127.282715
	Iteration 27Q: 3 clusters Score -2.59532e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229406 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -25953182.000000 Penalty: 6127.282715
	Iteration 28Q: 3 clusters Score -2.595318e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229531 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -25953152.000000 Penalty: 6127.282715
	Iteration 29Q: 3 clusters Score -2.595315e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229628 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -25953136.000000 Penalty: 6127.282715
	Iteration 30Q: 3 clusters Score -2.595314e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229707 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -25953098.000000 Penalty: 6127.282715
	Iteration 31Q: 3 clusters Score -2.59531e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229772 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -25953154.000000 Penalty: 6127.282715
	Iteration 32Q: 3 clusters Score -2.595315e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229834 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -25953158.000000 Penalty: 6127.282715
	Iteration 33Q: 3 clusters Score -2.595316e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229871 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -25953178.000000 Penalty: 6127.282715
	Iteration 34Q: 3 clusters Score -2.595318e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229913 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -25953190.000000 Penalty: 6127.282715
	Iteration 35Q: 3 clusters Score -2.595319e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229957 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -25953208.000000 Penalty: 6127.282715
	Iteration 36Q: 3 clusters Score -2.595321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230000 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -25953226.000000 Penalty: 6127.282715
	Iteration 37Q: 3 clusters Score -2.595323e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230031 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -25953256.000000 Penalty: 6127.282715
	Iteration 38Q: 3 clusters Score -2.595326e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230049 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -25953290.000000 Penalty: 6127.282715
	Iteration 39Q: 3 clusters Score -2.595329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230072 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -25953298.000000 Penalty: 6127.282715
	Iteration 40F: 3 clusters Score -2.59533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230093 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -25953300.000000 Penalty: 6127.282715
	Iteration 41Q: 3 clusters Score -2.59533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230096 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -25953322.000000 Penalty: 6127.282715
	Iteration 42Q: 3 clusters Score -2.595332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230119 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -25953348.000000 Penalty: 6127.282715
	Iteration 43Q: 3 clusters Score -2.595335e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230123 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -25953364.000000 Penalty: 6127.282715
	Iteration 44Q: 3 clusters Score -2.595336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230125 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25953364.000000 Penalty: 6127.282715
	Iteration 45Q: 3 clusters Score -2.595336e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230121 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -25953356.000000 Penalty: 6127.282715
	Iteration 46Q: 3 clusters Score -2.595336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230122 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -25953360.000000 Penalty: 6127.282715
	Iteration 47Q: 3 clusters Score -2.595336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230130 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -25953362.000000 Penalty: 6127.282715
	Iteration 48Q: 3 clusters Score -2.595336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230139 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -25953376.000000 Penalty: 6127.282715
	Iteration 49Q: 3 clusters Score -2.595338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230146 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -25953400.000000 Penalty: 6127.282715
	Iteration 50Q: 3 clusters Score -2.59534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230147 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25953402.000000 Penalty: 6127.282715
	Iteration 51Q: 3 clusters Score -2.59534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230148 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -25953412.000000 Penalty: 6127.282715
	Iteration 52Q: 3 clusters Score -2.595341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230147 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25953426.000000 Penalty: 6127.282715
	Iteration 53Q: 3 clusters Score -2.595343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230153 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25953444.000000 Penalty: 6127.282715
	Iteration 54Q: 3 clusters Score -2.595344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230154 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -25953412.000000 Penalty: 6127.282715
	Iteration 55Q: 3 clusters Score -2.595341e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230161 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25953430.000000 Penalty: 6127.282715
	Iteration 56Q: 3 clusters Score -2.595343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230166 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -25953402.000000 Penalty: 6127.282715
	Iteration 57Q: 3 clusters Score -2.59534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230170 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -25953428.000000 Penalty: 6127.282715
	Iteration 58Q: 3 clusters Score -2.595343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230174 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -25953452.000000 Penalty: 6127.282715
	Iteration 59Q: 3 clusters Score -2.595345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230183 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25953476.000000 Penalty: 6127.282715
	Iteration 60F: 3 clusters Score -2.595348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230178 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -25953510.000000 Penalty: 6127.282715
	Iteration 61Q: 3 clusters Score -2.595351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230161 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25953498.000000 Penalty: 6127.282715
	Iteration 62Q: 3 clusters Score -2.59535e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230145 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25953518.000000 Penalty: 6127.282715
	Iteration 63Q: 3 clusters Score -2.595352e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230139 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -25953552.000000 Penalty: 6127.282715
	Iteration 64Q: 3 clusters Score -2.595355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230131 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -25953606.000000 Penalty: 6127.282715
	Iteration 65Q: 3 clusters Score -2.595361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230124 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -25953622.000000 Penalty: 6127.282715
	Iteration 66Q: 3 clusters Score -2.595362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230112 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -25953622.000000 Penalty: 6127.282715
	Iteration 67Q: 3 clusters Score -2.595362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230097 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -25953646.000000 Penalty: 6127.282715
	Iteration 68Q: 3 clusters Score -2.595365e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230084 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -25953668.000000 Penalty: 6127.282715
	Iteration 69Q: 3 clusters Score -2.595367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230071 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -25953698.000000 Penalty: 6127.282715
	Iteration 70Q: 3 clusters Score -2.59537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230064 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -25953726.000000 Penalty: 6127.282715
	Iteration 71Q: 3 clusters Score -2.595373e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230049 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -25953760.000000 Penalty: 6127.282715
	Iteration 72Q: 3 clusters Score -2.595376e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230028 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -25953766.000000 Penalty: 6127.282715
	Iteration 73Q: 3 clusters Score -2.595377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230018 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -25953784.000000 Penalty: 6127.282715
	Iteration 74Q: 3 clusters Score -2.595378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230002 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -25953784.000000 Penalty: 6127.282715
	Iteration 75Q: 3 clusters Score -2.595378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229978 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -25953788.000000 Penalty: 6127.282715
	Iteration 76Q: 3 clusters Score -2.595379e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229963 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -25953818.000000 Penalty: 6127.282715
	Iteration 77Q: 3 clusters Score -2.595382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229951 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -25953832.000000 Penalty: 6127.282715
	Iteration 78Q: 3 clusters Score -2.595383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229930 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -25953838.000000 Penalty: 6127.282715
	Iteration 79Q: 3 clusters Score -2.595384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229913 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -25953860.000000 Penalty: 6127.282715
	Iteration 80F: 3 clusters Score -2.595386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229901 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -25953856.000000 Penalty: 6127.282715
	Iteration 81Q: 3 clusters Score -2.595386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229893 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -25953858.000000 Penalty: 6127.282715
	Iteration 82Q: 3 clusters Score -2.595386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229880 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -25953852.000000 Penalty: 6127.282715
	Iteration 83Q: 3 clusters Score -2.595385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -25953876.000000 Penalty: 6127.282715
	Iteration 84Q: 3 clusters Score -2.595388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229870 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -25953872.000000 Penalty: 6127.282715
	Iteration 85Q: 3 clusters Score -2.595387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229868 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -25953868.000000 Penalty: 6127.282715
	Iteration 86Q: 3 clusters Score -2.595387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229865 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -25953870.000000 Penalty: 6127.282715
	Iteration 87Q: 3 clusters Score -2.595387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229863 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -25953864.000000 Penalty: 6127.282715
	Iteration 88Q: 3 clusters Score -2.595386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229862 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -25953872.000000 Penalty: 6127.282715
	Iteration 89Q: 3 clusters Score -2.595387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229859 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -25953878.000000 Penalty: 6127.282715
	Iteration 90Q: 3 clusters Score -2.595388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229853 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -25953884.000000 Penalty: 6127.282715
	Iteration 91Q: 3 clusters Score -2.595388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229848 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -25953878.000000 Penalty: 6127.282715
	Iteration 92Q: 3 clusters Score -2.595388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229847 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -25953864.000000 Penalty: 6127.282715
	Iteration 93Q: 3 clusters Score -2.595386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229845 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -25953878.000000 Penalty: 6127.282715
	Iteration 94Q: 3 clusters Score -2.595388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229843 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -25953864.000000 Penalty: 6127.282715
	Iteration 95Q: 3 clusters Score -2.595386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229840 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -25953864.000000 Penalty: 6127.282715
	Iteration 96Q: 3 clusters Score -2.595386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229835 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -25953858.000000 Penalty: 6127.282715
	Iteration 97Q: 3 clusters Score -2.595386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229830 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -25953874.000000 Penalty: 6127.282715
	Iteration 98Q: 3 clusters Score -2.595387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229825 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -25953882.000000 Penalty: 6127.282715
	Iteration 99Q: 3 clusters Score -2.595388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229822 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -25953896.000000 Penalty: 6127.282715
	Iteration 100F: 3 clusters Score -2.59539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229821 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -25953894.000000 Penalty: 6127.282715
	Iteration 101Q: 3 clusters Score -2.595389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229821 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -25953894.000000 Penalty: 6127.282715
	Iteration 102F: 3 clusters Score -2.595389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -109918.359375 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -109918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107973.460938 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -107973.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -108540.914062 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -108540.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108941.867188 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -108941.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109520.257812 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -109520.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109689.546875 Penalty: 3495.568604
	Iteration 4F: 3 clusters Score -109689.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -109766.546875 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -109766.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109821.281250 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -109821.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109869.484375 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -109869.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -109907.421875 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -109907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -109930.070312 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -109930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -109947.382812 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -109947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -109956.640625 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -109956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109958.257812 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -109958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -109960.046875 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -109960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109968.015625 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -109968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -109971.179688 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -109971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -109971.179688 Penalty: 3495.568604
	Iteration 16F: 3 clusters Score -109971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 231745 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257913 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37788 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88589096.000000 Penalty: 67431.250000
Splitting cluster 3 changes total score from -88590656.000000 to -88589096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Entering Unmasked Estep 
Score: -4881335.500000 Penalty: 2647.550781
	Iteration 0F: 2 clusters Score -4881336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4852117.500000 Penalty: 5295.101562
	Iteration 0F: 3 clusters Score -4852118 nChanged 19821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4863143.500000 Penalty: 5295.101562
	Iteration 1F: 3 clusters Score -4863144 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4863873.000000 Penalty: 5295.101562
	Iteration 2Q: 3 clusters Score -4863873 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4864656.000000 Penalty: 5295.101562
	Iteration 3Q: 3 clusters Score -4864656 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4865702.000000 Penalty: 5295.101562
	Iteration 4Q: 3 clusters Score -4865702 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4867137.500000 Penalty: 5295.101562
	Iteration 5F: 3 clusters Score -4867138 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4868956.500000 Penalty: 5295.101562
	Iteration 6F: 3 clusters Score -4868956 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4870927.000000 Penalty: 5295.101562
	Iteration 7F: 3 clusters Score -4870927 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4872575.500000 Penalty: 5295.101562
	Iteration 8F: 3 clusters Score -4872576 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4873845.000000 Penalty: 5295.101562
	Iteration 9F: 3 clusters Score -4873845 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4874898.000000 Penalty: 5295.101562
	Iteration 10Q: 3 clusters Score -4874898 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4875605.500000 Penalty: 5295.101562
	Iteration 11Q: 3 clusters Score -4875606 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -4876073.000000 Penalty: 5295.101562
	Iteration 12Q: 3 clusters Score -4876073 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4876414.500000 Penalty: 5295.101562
	Iteration 13Q: 3 clusters Score -4876414 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4876691.500000 Penalty: 5295.101562
	Iteration 14Q: 3 clusters Score -4876692 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -4876874.000000 Penalty: 5295.101562
	Iteration 15Q: 3 clusters Score -4876874 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4877036.500000 Penalty: 5295.101562
	Iteration 16Q: 3 clusters Score -4877036 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4877185.500000 Penalty: 5295.101562
	Iteration 17Q: 3 clusters Score -4877186 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4877266.000000 Penalty: 5295.101562
	Iteration 18Q: 3 clusters Score -4877266 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4877339.000000 Penalty: 5295.101562
	Iteration 19Q: 3 clusters Score -4877339 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4877393.500000 Penalty: 5295.101562
	Iteration 20F: 3 clusters Score -4877394 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4877460.000000 Penalty: 5295.101562
	Iteration 21Q: 3 clusters Score -4877460 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4877512.500000 Penalty: 5295.101562
	Iteration 22Q: 3 clusters Score -4877512 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -4877570.500000 Penalty: 5295.101562
	Iteration 23Q: 3 clusters Score -4877570 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4877592 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4877624 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4877698 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4877732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4877772 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4877826 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4877860 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4877888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4877906.500000 Penalty: 5295.101562
	Iteration 32Q: 3 clusters Score -4877906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4877931 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4877946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4877979 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4877998 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -4878040.500000 Penalty: 5295.101562
	Iteration 37Q: 3 clusters Score -4878040 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4878060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4878078 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4878090 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -4878112.500000 Penalty: 5295.101562
	Iteration 41Q: 3 clusters Score -4878112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4878131.000000 Penalty: 5295.101562
	Iteration 42Q: 3 clusters Score -4878131 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4878149.000000 Penalty: 5295.101562
	Iteration 43Q: 3 clusters Score -4878149 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -4878158.000000 Penalty: 5295.101562
	Iteration 44Q: 3 clusters Score -4878158 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -4878192.000000 Penalty: 5295.101562
	Iteration 45Q: 3 clusters Score -4878192 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4878196 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4878222.500000 Penalty: 5295.101562
	Iteration 47Q: 3 clusters Score -4878222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4878222 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4878245.000000 Penalty: 5295.101562
	Iteration 49Q: 3 clusters Score -4878245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -4878278.000000 Penalty: 5295.101562
	Iteration 50Q: 3 clusters Score -4878278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4878297 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4878321.500000 Penalty: 5295.101562
	Iteration 52Q: 3 clusters Score -4878322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -4878339.500000 Penalty: 5295.101562
	Iteration 53Q: 3 clusters Score -4878340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4878361.000000 Penalty: 5295.101562
	Iteration 54Q: 3 clusters Score -4878361 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4878368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4878394.500000 Penalty: 5295.101562
	Iteration 56Q: 3 clusters Score -4878394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4878409.500000 Penalty: 5295.101562
	Iteration 57Q: 3 clusters Score -4878410 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4878408.500000 Penalty: 5295.101562
	Iteration 58Q: 3 clusters Score -4878408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4878416.000000 Penalty: 5295.101562
	Iteration 59Q: 3 clusters Score -4878416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4878414.500000 Penalty: 5295.101562
	Iteration 60F: 3 clusters Score -4878414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4878434.000000 Penalty: 5295.101562
	Iteration 61Q: 3 clusters Score -4878434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4878443.500000 Penalty: 5295.101562
	Iteration 62Q: 3 clusters Score -4878444 nChanged 53
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Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4878441.000000 Penalty: 5295.101562
	Iteration 63Q: 3 clusters Score -4878441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4878437.000000 Penalty: 5295.101562
	Iteration 64Q: 3 clusters Score -4878437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4878442.000000 Penalty: 5295.101562
	Iteration 65Q: 3 clusters Score -4878442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4878456.500000 Penalty: 5295.101562
	Iteration 66Q: 3 clusters Score -4878456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4878453.000000 Penalty: 5295.101562
	Iteration 67Q: 3 clusters Score -4878453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4878462.500000 Penalty: 5295.101562
	Iteration 68Q: 3 clusters Score -4878462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -4878461.500000 Penalty: 5295.101562
	Iteration 69Q: 3 clusters Score -4878462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4878476.500000 Penalty: 5295.101562
	Iteration 70Q: 3 clusters Score -4878476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4878479.000000 Penalty: 5295.101562
	Iteration 71Q: 3 clusters Score -4878479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4878487.500000 Penalty: 5295.101562
	Iteration 72Q: 3 clusters Score -4878488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4878493.500000 Penalty: 5295.101562
	Iteration 73Q: 3 clusters Score -4878494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4878499.000000 Penalty: 5295.101562
	Iteration 74Q: 3 clusters Score -4878499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4878494 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4878496 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4878516.000000 Penalty: 5295.101562
	Iteration 77Q: 3 clusters Score -4878516 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4878514.500000 Penalty: 5295.101562
	Iteration 78Q: 3 clusters Score -4878514 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4878510.000000 Penalty: 5295.101562
	Iteration 79Q: 3 clusters Score -4878510 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4878520.000000 Penalty: 5295.101562
	Iteration 80F: 3 clusters Score -4878520 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -4878519.500000 Penalty: 5295.101562
	Iteration 81Q: 3 clusters Score -4878520 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4878520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4878514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4878529.000000 Penalty: 5295.101562
	Iteration 84Q: 3 clusters Score -4878529 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4878523.500000 Penalty: 5295.101562
	Iteration 85Q: 3 clusters Score -4878524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4878526.000000 Penalty: 5295.101562
	Iteration 86Q: 3 clusters Score -4878526 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4878527.500000 Penalty: 5295.101562
	Iteration 87Q: 3 clusters Score -4878528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4878526.500000 Penalty: 5295.101562
	Iteration 88Q: 3 clusters Score -4878526 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4878536.000000 Penalty: 5295.101562
	Iteration 89Q: 3 clusters Score -4878536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4878537.500000 Penalty: 5295.101562
	Iteration 90Q: 3 clusters Score -4878538 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4878538 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4878543.000000 Penalty: 5295.101562
	Iteration 92Q: 3 clusters Score -4878543 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4878545.000000 Penalty: 5295.101562
	Iteration 93Q: 3 clusters Score -4878545 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4878545 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4878557.500000 Penalty: 5295.101562
	Iteration 95Q: 3 clusters Score -4878558 nChanged 49
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Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4878560.000000 Penalty: 5295.101562
	Iteration 96Q: 3 clusters Score -4878560 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4878558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4878551.000000 Penalty: 5295.101562
	Iteration 98Q: 3 clusters Score -4878551 nChanged 33
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Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4878560 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4878563.000000 Penalty: 5295.101562
	Iteration 100F: 3 clusters Score -4878563 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4878561.500000 Penalty: 5295.101562
	Iteration 101Q: 3 clusters Score -4878562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4878566.500000 Penalty: 5295.101562
	Iteration 102Q: 3 clusters Score -4878566 nChanged 31
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Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4878573.500000 Penalty: 5295.101562
	Iteration 103Q: 3 clusters Score -4878574 nChanged 34
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Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4878558 nChanged 34
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Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4878566 nChanged 38
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Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4878571.000000 Penalty: 5295.101562
	Iteration 106Q: 3 clusters Score -4878571 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4878574.500000 Penalty: 5295.101562
	Iteration 107Q: 3 clusters Score -4878574 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4878578.000000 Penalty: 5295.101562
	Iteration 108Q: 3 clusters Score -4878578 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4878587.500000 Penalty: 5295.101562
	Iteration 109Q: 3 clusters Score -4878588 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4878598.000000 Penalty: 5295.101562
	Iteration 110Q: 3 clusters Score -4878598 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4878599 nChanged 43
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Mstep: Class 1 contains 9288 members 
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Entering Unmasked Estep 
Score: -4878606.000000 Penalty: 5295.101562
	Iteration 112Q: 3 clusters Score -4878606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4878604.000000 Penalty: 5295.101562
	Iteration 113Q: 3 clusters Score -4878604 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4878616.500000 Penalty: 5295.101562
	Iteration 114Q: 3 clusters Score -4878616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4878621.000000 Penalty: 5295.101562
	Iteration 115Q: 3 clusters Score -4878621 nChanged 28
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Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -4878623.000000 Penalty: 5295.101562
	Iteration 116Q: 3 clusters Score -4878623 nChanged 30
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Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4878619.500000 Penalty: 5295.101562
	Iteration 117Q: 3 clusters Score -4878620 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4878617 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4878616 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4878620 nChanged 18
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Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4878620 nChanged 21
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Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4878624 nChanged 28
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Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4878614 nChanged 21
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4878614 nChanged 27
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Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4878620 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4878628 nChanged 23
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Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4878636 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4878639.500000 Penalty: 5295.101562
	Iteration 128Q: 3 clusters Score -4878640 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4878640 nChanged 15
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Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4878634 nChanged 16
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Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4878626 nChanged 20
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Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4878629 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4878628 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4878634 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4878636 nChanged 22
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Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4878639 nChanged 26
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Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4878647 nChanged 25
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Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4878642 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4878640 nChanged 26
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Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4878648 nChanged 22
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Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4878648 nChanged 23
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Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4878652 nChanged 16
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Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4878652 nChanged 17
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Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 34725 members 
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	Iteration 144Q: 3 clusters Score -4878654 nChanged 20
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Mstep: Class 1 contains 8542 members 
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	Iteration 145Q: 3 clusters Score -4878659 nChanged 20
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Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 34765 members 
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	Iteration 146Q: 3 clusters Score -4878662 nChanged 16
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Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 34781 members 
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	Iteration 147Q: 3 clusters Score -4878663 nChanged 18
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Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 34799 members 
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	Iteration 148Q: 3 clusters Score -4878666 nChanged 17
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Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4878664 nChanged 16
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Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 34832 members 
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	Iteration 150Q: 3 clusters Score -4878676 nChanged 16
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Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 34846 members 
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	Iteration 151Q: 3 clusters Score -4878683 nChanged 14
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Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 34860 members 
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	Iteration 152Q: 3 clusters Score -4878676 nChanged 14
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Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 34872 members 
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	Iteration 153Q: 3 clusters Score -4878676 nChanged 14
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Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 34886 members 
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	Iteration 154Q: 3 clusters Score -4878680 nChanged 15
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Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 34901 members 
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	Iteration 155Q: 3 clusters Score -4878677 nChanged 15
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Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 34916 members 
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	Iteration 156Q: 3 clusters Score -4878686 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4878693.500000 Penalty: 5295.101562
	Iteration 157Q: 3 clusters Score -4878694 nChanged 13
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Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 34941 members 
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	Iteration 158Q: 3 clusters Score -4878694 nChanged 13
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Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4878698 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4878688.000000 Penalty: 5295.101562
	Iteration 160F: 3 clusters Score -4878688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 34976 members 
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	Iteration 161Q: 3 clusters Score -4878693 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4878695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 35004 members 
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	Iteration 163Q: 3 clusters Score -4878694 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4878696 nChanged 13
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Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 35029 members 
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	Iteration 165Q: 3 clusters Score -4878698 nChanged 13
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Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 35042 members 
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	Iteration 166Q: 3 clusters Score -4878700 nChanged 20
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Mstep: Class 1 contains 8225 members 
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	Iteration 167Q: 3 clusters Score -4878702 nChanged 24
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Mstep: Class 1 contains 8201 members 
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	Iteration 168Q: 3 clusters Score -4878686 nChanged 21
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Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 35105 members 
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	Iteration 169Q: 3 clusters Score -4878692 nChanged 28
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Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 35131 members 
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	Iteration 170Q: 3 clusters Score -4878692 nChanged 25
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Mstep: Class 1 contains 8133 members 
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	Iteration 171Q: 3 clusters Score -4878703 nChanged 27
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Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 35181 members 
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	Iteration 172Q: 3 clusters Score -4878700 nChanged 29
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Mstep: Class 1 contains 8079 members 
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	Iteration 173Q: 3 clusters Score -4878700 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 35232 members 
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	Iteration 174Q: 3 clusters Score -4878696 nChanged 14
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Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 35246 members 
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	Iteration 175Q: 3 clusters Score -4878704 nChanged 15
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Mstep: Class 1 contains 8026 members 
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	Iteration 176Q: 3 clusters Score -4878704 nChanged 17
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Mstep: Class 1 contains 8011 members 
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	Iteration 177Q: 3 clusters Score -4878710 nChanged 22
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Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4878720 nChanged 31
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Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4878722 nChanged 26
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Mstep: Class 1 contains 7932 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4878730 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 35381 members 
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	Iteration 181Q: 3 clusters Score -4878730 nChanged 20
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Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4878735 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4878731.000000 Penalty: 5295.101562
	Iteration 183Q: 3 clusters Score -4878731 nChanged 21
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Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4878726 nChanged 20
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Mstep: Class 1 contains 7827 members 
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	Iteration 185Q: 3 clusters Score -4878735 nChanged 20
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Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 35478 members 
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	Iteration 186Q: 3 clusters Score -4878730 nChanged 13
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Mstep: Class 1 contains 7798 members 
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	Iteration 187Q: 3 clusters Score -4878730 nChanged 12
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Mstep: Class 1 contains 7788 members 
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	Iteration 188Q: 3 clusters Score -4878730 nChanged 17
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Mstep: Class 1 contains 7771 members 
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	Iteration 189Q: 3 clusters Score -4878730 nChanged 14
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Mstep: Class 1 contains 7761 members 
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Score: -4878728.000000 Penalty: 5295.101562
	Iteration 190Q: 3 clusters Score -4878728 nChanged 15
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	Iteration 191Q: 3 clusters Score -4878730 nChanged 21
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	Iteration 192Q: 3 clusters Score -4878724 nChanged 22
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	Iteration 193Q: 3 clusters Score -4878724 nChanged 35
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Mstep: Class 1 contains 7670 members 
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	Iteration 194Q: 3 clusters Score -4878738 nChanged 34
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	Iteration 195Q: 3 clusters Score -4878738 nChanged 41
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	Iteration 196Q: 3 clusters Score -4878752 nChanged 39
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Mstep: Class 1 contains 7568 members 
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	Iteration 197Q: 3 clusters Score -4878746 nChanged 32
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	Iteration 198Q: 3 clusters Score -4878760 nChanged 22
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	Iteration 199Q: 3 clusters Score -4878762 nChanged 16
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Mstep: Class 1 contains 7500 members 
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	Iteration 200F: 3 clusters Score -4878764 nChanged 19
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Mstep: Class 1 contains 7483 members 
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	Iteration 201Q: 3 clusters Score -4878767 nChanged 17
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Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 35821 members 
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	Iteration 202Q: 3 clusters Score -4878769 nChanged 12
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Mstep: Class 1 contains 7454 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4878770 nChanged 17
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	Iteration 204Q: 3 clusters Score -4878773 nChanged 13
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Mstep: Class 1 contains 7424 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4878766 nChanged 12
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	Iteration 206Q: 3 clusters Score -4878773 nChanged 12
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	Iteration 207Q: 3 clusters Score -4878770 nChanged 10
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Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 35897 members 
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	Iteration 208Q: 3 clusters Score -4878773 nChanged 11
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4878768 nChanged 12
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Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4878762 nChanged 12
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Mstep: Class 1 contains 7359 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4878768 nChanged 11
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Mstep: Class 1 contains 7348 members 
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	Iteration 212Q: 3 clusters Score -4878768 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4878772 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4878773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4878783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4878780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4878790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4878774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4878776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4878773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4878780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4878781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4878781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4878780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4878792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4878794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4878787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4878779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4878792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4878796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4878798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4878794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4878792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4878790 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4878790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4878788 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -4878790 nChanged 22
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Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4878790 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -4878802 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4878803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4878806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -4878814 nChanged 31
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Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 36583 members 
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	Iteration 243Q: 3 clusters Score -4878804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 36609 members 
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	Iteration 244Q: 3 clusters Score -4878806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4878813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 36639 members 
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	Iteration 246Q: 3 clusters Score -4878804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4878812 nChanged 13
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Mstep: Class 1 contains 6620 members 
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	Iteration 248Q: 3 clusters Score -4878814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4878813 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -4878820 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 36730 members 
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	Iteration 251Q: 3 clusters Score -4878816 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -4878829 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4878823 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -4878826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4878840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -4878834 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 36857 members 
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	Iteration 257Q: 3 clusters Score -4878837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4878832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4878841.000000 Penalty: 5295.101562
	Iteration 259Q: 3 clusters Score -4878841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4878843.000000 Penalty: 5295.101562
	Iteration 260F: 3 clusters Score -4878843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 36928 members 
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	Iteration 261Q: 3 clusters Score -4878859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4878854.000000 Penalty: 5295.101562
	Iteration 262Q: 3 clusters Score -4878854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -4878856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -4878852 nChanged 15
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Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 36988 members 
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	Iteration 265Q: 3 clusters Score -4878854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 37010 members 
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	Iteration 266Q: 3 clusters Score -4878861 nChanged 13
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Mstep: Class 1 contains 6264 members 
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	Iteration 267Q: 3 clusters Score -4878871 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 37039 members 
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	Iteration 268Q: 3 clusters Score -4878862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 37054 members 
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	Iteration 269Q: 3 clusters Score -4878870 nChanged 16
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Mstep: Class 1 contains 6217 members 
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	Iteration 270Q: 3 clusters Score -4878868 nChanged 18
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Mstep: Class 1 contains 6201 members 
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	Iteration 271Q: 3 clusters Score -4878872 nChanged 16
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 37102 members 
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	Iteration 272Q: 3 clusters Score -4878872 nChanged 15
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Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 37117 members 
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	Iteration 273Q: 3 clusters Score -4878874 nChanged 16
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Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 37133 members 
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	Iteration 274Q: 3 clusters Score -4878876 nChanged 15
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Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -4878877 nChanged 18
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Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -4878880 nChanged 14
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Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 37180 members 
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	Iteration 277Q: 3 clusters Score -4878869 nChanged 18
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Mstep: Class 1 contains 6089 members 
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	Iteration 278Q: 3 clusters Score -4878870 nChanged 18
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Mstep: Class 1 contains 6071 members 
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	Iteration 279Q: 3 clusters Score -4878868 nChanged 16
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Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 37232 members 
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	Iteration 280F: 3 clusters Score -4878877 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -4878883 nChanged 13
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Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -4878886 nChanged 11
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Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 37269 members 
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	Iteration 283Q: 3 clusters Score -4878884 nChanged 12
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Mstep: Class 1 contains 6006 members 
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	Iteration 284Q: 3 clusters Score -4878881 nChanged 13
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Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 37294 members 
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	Iteration 285Q: 3 clusters Score -4878886 nChanged 11
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Mstep: Class 1 contains 5982 members 
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	Iteration 286Q: 3 clusters Score -4878890 nChanged 8
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Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 37311 members 
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	Iteration 287Q: 3 clusters Score -4878883 nChanged 5
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Mstep: Class 1 contains 5971 members 
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	Iteration 288Q: 3 clusters Score -4878884 nChanged 9
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Mstep: Class 1 contains 5966 members 
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	Iteration 289Q: 3 clusters Score -4878885 nChanged 10
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Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 37331 members 
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	Iteration 290Q: 3 clusters Score -4878886 nChanged 11
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Mstep: Class 1 contains 5945 members 
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	Iteration 291Q: 3 clusters Score -4878885 nChanged 12
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Mstep: Class 1 contains 5933 members 
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	Iteration 292Q: 3 clusters Score -4878886 nChanged 11
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Mstep: Class 1 contains 5922 members 
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	Iteration 293Q: 3 clusters Score -4878892 nChanged 11
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	Iteration 294Q: 3 clusters Score -4878888 nChanged 7
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Mstep: Class 1 contains 5904 members 
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	Iteration 295Q: 3 clusters Score -4878884 nChanged 7
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Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 37390 members 
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	Iteration 296Q: 3 clusters Score -4878886 nChanged 11
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Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 37399 members 
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	Iteration 297Q: 3 clusters Score -4878887 nChanged 13
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Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 37412 members 
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	Iteration 298Q: 3 clusters Score -4878890 nChanged 8
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Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 37420 members 
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	Iteration 299Q: 3 clusters Score -4878892 nChanged 6
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Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -4878892 nChanged 5
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Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -4878896 nChanged 6
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Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 37437 members 
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	Iteration 302Q: 3 clusters Score -4878891 nChanged 8
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Mstep: Class 1 contains 5842 members 
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	Iteration 303Q: 3 clusters Score -4878888 nChanged 11
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	Iteration 304Q: 3 clusters Score -4878886 nChanged 8
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Mstep: Class 1 contains 5823 members 
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	Iteration 305Q: 3 clusters Score -4878898 nChanged 7
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -4878897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4878897.000000 Penalty: 5295.101562
	Iteration 307Q: 3 clusters Score -4878897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4878899.000000 Penalty: 5295.101562
	Iteration 308Q: 3 clusters Score -4878899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4878900.500000 Penalty: 5295.101562
	Iteration 309Q: 3 clusters Score -4878900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4878896.000000 Penalty: 5295.101562
	Iteration 310Q: 3 clusters Score -4878896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4878898.000000 Penalty: 5295.101562
	Iteration 311Q: 3 clusters Score -4878898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -4878902.000000 Penalty: 5295.101562
	Iteration 312Q: 3 clusters Score -4878902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -4878899.000000 Penalty: 5295.101562
	Iteration 313Q: 3 clusters Score -4878899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4878900.500000 Penalty: 5295.101562
	Iteration 314Q: 3 clusters Score -4878900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4878899.000000 Penalty: 5295.101562
	Iteration 315Q: 3 clusters Score -4878899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4878893.500000 Penalty: 5295.101562
	Iteration 316Q: 3 clusters Score -4878894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4878898.000000 Penalty: 5295.101562
	Iteration 317Q: 3 clusters Score -4878898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4878895.000000 Penalty: 5295.101562
	Iteration 318Q: 3 clusters Score -4878895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4878899.000000 Penalty: 5295.101562
	Iteration 319Q: 3 clusters Score -4878899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4878898.500000 Penalty: 5295.101562
	Iteration 320F: 3 clusters Score -4878898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4878904.000000 Penalty: 5295.101562
	Iteration 321Q: 3 clusters Score -4878904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4878899.500000 Penalty: 5295.101562
	Iteration 322Q: 3 clusters Score -4878900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4878897.000000 Penalty: 5295.101562
	Iteration 323Q: 3 clusters Score -4878897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4878889.000000 Penalty: 5295.101562
	Iteration 324Q: 3 clusters Score -4878889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4878892.000000 Penalty: 5295.101562
	Iteration 325Q: 3 clusters Score -4878892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4878892.000000 Penalty: 5295.101562
	Iteration 326F: 3 clusters Score -4878892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (257913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257913 members 
Entering Unmasked Estep 
Score: -29060574.000000 Penalty: 3090.173584
	Iteration 0F: 2 clusters Score -2.906057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128659 members 
Mstep: Class 2 contains 129254 members 
Entering Unmasked Estep 
Score: -28904590.000000 Penalty: 6180.347168
	Iteration 0F: 3 clusters Score -2.890459e+07 nChanged 124930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
Score: -28977938.000000 Penalty: 6180.347168
	Iteration 1F: 3 clusters Score -2.897794e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 139180 members 
Entering Unmasked Estep 
Score: -28979048.000000 Penalty: 6180.347168
	Iteration 2Q: 3 clusters Score -2.897905e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 144776 members 
Entering Unmasked Estep 
Score: -28980736.000000 Penalty: 6180.347168
	Iteration 3Q: 3 clusters Score -2.898074e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 153262 members 
Entering Unmasked Estep 
Score: -28983948.000000 Penalty: 6180.347168
	Iteration 4Q: 3 clusters Score -2.898395e+07 nChanged 13017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 165939 members 
Entering Unmasked Estep 
Score: -28990218.000000 Penalty: 6180.347168
	Iteration 5F: 3 clusters Score -2.899022e+07 nChanged 18211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 184056 members 
Entering Unmasked Estep 
Score: -29001896.000000 Penalty: 6180.347168
	Iteration 6F: 3 clusters Score -2.90019e+07 nChanged 23019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 207063 members 
Entering Unmasked Estep 
Score: -29021848.000000 Penalty: 6180.347168
	Iteration 7F: 3 clusters Score -2.902185e+07 nChanged 23874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 230933 members 
Entering Unmasked Estep 
Score: -29041872.000000 Penalty: 6180.347168
	Iteration 8F: 3 clusters Score -2.904187e+07 nChanged 16674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 247605 members 
Entering Unmasked Estep 
Score: -29051624.000000 Penalty: 6180.347168
	Iteration 9F: 3 clusters Score -2.905162e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 254826 members 
Entering Unmasked Estep 
Score: -29055718.000000 Penalty: 6180.347168
	Iteration 10Q: 3 clusters Score -2.905572e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 257014 members 
Entering Unmasked Estep 
Score: -29057170.000000 Penalty: 6180.347168
	Iteration 11Q: 3 clusters Score -2.905717e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 257532 members 
Entering Unmasked Estep 
Score: -29057538.000000 Penalty: 6180.347168
	Iteration 12Q: 3 clusters Score -2.905754e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 257654 members 
Entering Unmasked Estep 
Score: -29057670.000000 Penalty: 6180.347168
	Iteration 13Q: 3 clusters Score -2.905767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257698 members 
Entering Unmasked Estep 
Score: -29057752.000000 Penalty: 6180.347168
	Iteration 14Q: 3 clusters Score -2.905775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 257714 members 
Entering Unmasked Estep 
Score: -29057778.000000 Penalty: 6180.347168
	Iteration 15Q: 3 clusters Score -2.905778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257725 members 
Entering Unmasked Estep 
Score: -29057802.000000 Penalty: 6180.347168
	Iteration 16Q: 3 clusters Score -2.90578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 257729 members 
Entering Unmasked Estep 
Score: -29057832.000000 Penalty: 6180.347168
	Iteration 17Q: 3 clusters Score -2.905783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 257732 members 
Entering Unmasked Estep 
Score: -29057834.000000 Penalty: 6180.347168
	Iteration 18Q: 3 clusters Score -2.905783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 257732 members 
Entering Unmasked Estep 
Score: -29057846.000000 Penalty: 6180.347168
	Iteration 19Q: 3 clusters Score -2.905785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 257732 members 
Entering Unmasked Estep 
Score: -29057846.000000 Penalty: 6180.347168
	Iteration 20F: 3 clusters Score -2.905785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Entering Unmasked Estep 
Score: -2460412.250000 Penalty: 2474.323242
	Iteration 0F: 2 clusters Score -2460412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2445299.500000 Penalty: 4948.646484
	Iteration 0F: 3 clusters Score -2445300 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2450456.000000 Penalty: 4948.646484
	Iteration 1F: 3 clusters Score -2450456 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2450850.500000 Penalty: 4948.646484
	Iteration 2F: 3 clusters Score -2450850 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2451179.250000 Penalty: 4948.646484
	Iteration 3Q: 3 clusters Score -2451179 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2451478.250000 Penalty: 4948.646484
	Iteration 4Q: 3 clusters Score -2451478 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2451821.750000 Penalty: 4948.646484
	Iteration 5Q: 3 clusters Score -2451822 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2452206.500000 Penalty: 4948.646484
	Iteration 6Q: 3 clusters Score -2452206 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2452729.000000 Penalty: 4948.646484
	Iteration 7Q: 3 clusters Score -2452729 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2453415.750000 Penalty: 4948.646484
	Iteration 8Q: 3 clusters Score -2453416 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2454159.000000 Penalty: 4948.646484
	Iteration 9Q: 3 clusters Score -2454159 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2454908.750000 Penalty: 4948.646484
	Iteration 10Q: 3 clusters Score -2454909 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2455647.250000 Penalty: 4948.646484
	Iteration 11Q: 3 clusters Score -2455647 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2456290.250000 Penalty: 4948.646484
	Iteration 12Q: 3 clusters Score -2456290 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2456850.750000 Penalty: 4948.646484
	Iteration 13Q: 3 clusters Score -2456851 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2457233.000000 Penalty: 4948.646484
	Iteration 14Q: 3 clusters Score -2457233 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2457522.500000 Penalty: 4948.646484
	Iteration 15Q: 3 clusters Score -2457522 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2457739.750000 Penalty: 4948.646484
	Iteration 16Q: 3 clusters Score -2457740 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2457913.250000 Penalty: 4948.646484
	Iteration 17Q: 3 clusters Score -2457913 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2458018.500000 Penalty: 4948.646484
	Iteration 18Q: 3 clusters Score -2458018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2458099.500000 Penalty: 4948.646484
	Iteration 19Q: 3 clusters Score -2458100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2458166.750000 Penalty: 4948.646484
	Iteration 20F: 3 clusters Score -2458167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2458211.250000 Penalty: 4948.646484
	Iteration 21Q: 3 clusters Score -2458211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2458247.250000 Penalty: 4948.646484
	Iteration 22Q: 3 clusters Score -2458247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2458270.500000 Penalty: 4948.646484
	Iteration 23Q: 3 clusters Score -2458270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2458287.000000 Penalty: 4948.646484
	Iteration 24Q: 3 clusters Score -2458287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2458301.250000 Penalty: 4948.646484
	Iteration 25Q: 3 clusters Score -2458301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2458314.500000 Penalty: 4948.646484
	Iteration 26Q: 3 clusters Score -2458314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2458316.000000 Penalty: 4948.646484
	Iteration 27Q: 3 clusters Score -2458316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2458320.000000 Penalty: 4948.646484
	Iteration 28Q: 3 clusters Score -2458320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2458322.500000 Penalty: 4948.646484
	Iteration 29Q: 3 clusters Score -2458322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2458327.000000 Penalty: 4948.646484
	Iteration 30Q: 3 clusters Score -2458327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2458327.500000 Penalty: 4948.646484
	Iteration 31Q: 3 clusters Score -2458328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2458328.750000 Penalty: 4948.646484
	Iteration 32Q: 3 clusters Score -2458329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2458327.500000 Penalty: 4948.646484
	Iteration 33Q: 3 clusters Score -2458328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2458329.000000 Penalty: 4948.646484
	Iteration 34Q: 3 clusters Score -2458329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2458334.750000 Penalty: 4948.646484
	Iteration 35Q: 3 clusters Score -2458335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2458335.000000 Penalty: 4948.646484
	Iteration 36Q: 3 clusters Score -2458335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2458335.000000 Penalty: 4948.646484
	Iteration 37F: 3 clusters Score -2458335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Entering Unmasked Estep 
Score: -2005466.250000 Penalty: 2424.559326
	Iteration 0F: 2 clusters Score -2005466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1992887.625000 Penalty: 4849.118652
	Iteration 0F: 3 clusters Score -1992888 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1996987.875000 Penalty: 4849.118652
	Iteration 1F: 3 clusters Score -1996988 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1997399.125000 Penalty: 4849.118652
	Iteration 2F: 3 clusters Score -1997399 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1997745.625000 Penalty: 4849.118652
	Iteration 3Q: 3 clusters Score -1997746 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1998050.375000 Penalty: 4849.118652
	Iteration 4Q: 3 clusters Score -1998050 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1998333.625000 Penalty: 4849.118652
	Iteration 5Q: 3 clusters Score -1998334 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1998602.625000 Penalty: 4849.118652
	Iteration 6Q: 3 clusters Score -1998603 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1998886.750000 Penalty: 4849.118652
	Iteration 7Q: 3 clusters Score -1998887 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1999218.500000 Penalty: 4849.118652
	Iteration 8Q: 3 clusters Score -1999218 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1999609.125000 Penalty: 4849.118652
	Iteration 9Q: 3 clusters Score -1999609 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2000111.875000 Penalty: 4849.118652
	Iteration 10Q: 3 clusters Score -2000112 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2000770.500000 Penalty: 4849.118652
	Iteration 11Q: 3 clusters Score -2000770 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2001520.000000 Penalty: 4849.118652
	Iteration 12F: 3 clusters Score -2001520 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2002208.500000 Penalty: 4849.118652
	Iteration 13F: 3 clusters Score -2002208 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2002764.000000 Penalty: 4849.118652
	Iteration 14Q: 3 clusters Score -2002764 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2003082.750000 Penalty: 4849.118652
	Iteration 15Q: 3 clusters Score -2003083 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2003267.000000 Penalty: 4849.118652
	Iteration 16Q: 3 clusters Score -2003267 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2003391.125000 Penalty: 4849.118652
	Iteration 17Q: 3 clusters Score -2003391 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2003473.250000 Penalty: 4849.118652
	Iteration 18Q: 3 clusters Score -2003473 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2003537.750000 Penalty: 4849.118652
	Iteration 19Q: 3 clusters Score -2003538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2003575.875000 Penalty: 4849.118652
	Iteration 20F: 3 clusters Score -2003576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2003618.625000 Penalty: 4849.118652
	Iteration 21Q: 3 clusters Score -2003619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2003656.125000 Penalty: 4849.118652
	Iteration 22Q: 3 clusters Score -2003656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2003685.875000 Penalty: 4849.118652
	Iteration 23Q: 3 clusters Score -2003686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2003699.875000 Penalty: 4849.118652
	Iteration 24Q: 3 clusters Score -2003700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2003719.000000 Penalty: 4849.118652
	Iteration 25Q: 3 clusters Score -2003719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2003732.000000 Penalty: 4849.118652
	Iteration 26Q: 3 clusters Score -2003732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2003738.500000 Penalty: 4849.118652
	Iteration 27Q: 3 clusters Score -2003738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2003754.000000 Penalty: 4849.118652
	Iteration 28Q: 3 clusters Score -2003754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2003755.750000 Penalty: 4849.118652
	Iteration 29Q: 3 clusters Score -2003756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2003763.750000 Penalty: 4849.118652
	Iteration 30Q: 3 clusters Score -2003764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2003764.375000 Penalty: 4849.118652
	Iteration 31Q: 3 clusters Score -2003764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2003768.625000 Penalty: 4849.118652
	Iteration 32Q: 3 clusters Score -2003769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2003770.250000 Penalty: 4849.118652
	Iteration 33Q: 3 clusters Score -2003770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2003776.125000 Penalty: 4849.118652
	Iteration 34Q: 3 clusters Score -2003776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2003781.250000 Penalty: 4849.118652
	Iteration 35Q: 3 clusters Score -2003781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2003781.250000 Penalty: 4849.118652
	Iteration 36Q: 3 clusters Score -2003781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2003788.125000 Penalty: 4849.118652
	Iteration 37Q: 3 clusters Score -2003788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2003794.375000 Penalty: 4849.118652
	Iteration 38Q: 3 clusters Score -2003794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2003794.125000 Penalty: 4849.118652
	Iteration 39Q: 3 clusters Score -2003794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2003794.250000 Penalty: 4849.118652
	Iteration 40F: 3 clusters Score -2003794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2003801.500000 Penalty: 4849.118652
	Iteration 41Q: 3 clusters Score -2003802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2003801.875000 Penalty: 4849.118652
	Iteration 42Q: 3 clusters Score -2003802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2003805.375000 Penalty: 4849.118652
	Iteration 43Q: 3 clusters Score -2003805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2003807.375000 Penalty: 4849.118652
	Iteration 44Q: 3 clusters Score -2003807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2003809.625000 Penalty: 4849.118652
	Iteration 45Q: 3 clusters Score -2003810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2003817.625000 Penalty: 4849.118652
	Iteration 46Q: 3 clusters Score -2003818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2003817.250000 Penalty: 4849.118652
	Iteration 47Q: 3 clusters Score -2003817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2003816.625000 Penalty: 4849.118652
	Iteration 48Q: 3 clusters Score -2003817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2003818.750000 Penalty: 4849.118652
	Iteration 49Q: 3 clusters Score -2003819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2003817.875000 Penalty: 4849.118652
	Iteration 50Q: 3 clusters Score -2003818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2003818.875000 Penalty: 4849.118652
	Iteration 51Q: 3 clusters Score -2003819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2003822.375000 Penalty: 4849.118652
	Iteration 52Q: 3 clusters Score -2003822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2003820.500000 Penalty: 4849.118652
	Iteration 53Q: 3 clusters Score -2003820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2003822.125000 Penalty: 4849.118652
	Iteration 54Q: 3 clusters Score -2003822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2003822.875000 Penalty: 4849.118652
	Iteration 55Q: 3 clusters Score -2003823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2003822.875000 Penalty: 4849.118652
	Iteration 56F: 3 clusters Score -2003823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -884237.187500 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -884237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -878000.375000 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -878000.4 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -879677.750000 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -879677.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -879946.750000 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -879946.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -880123.187500 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -880123.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -880242.187500 Penalty: 4438.949707
	Iteration 4Q: 3 clusters Score -880242.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -880350.250000 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -880350.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -880449.937500 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -880449.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -880564.812500 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -880564.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -880701.187500 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -880701.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -880854.812500 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -880854.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -881024.187500 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -881024.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -881248.437500 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -881248.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -881471.312500 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -881471.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -881664.687500 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -881664.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -881826.187500 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -881826.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -881962.562500 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -881962.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -882082.937500 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -882082.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -882176.250000 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -882176.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -882242.000000 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -882242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -882279.750000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -882279.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -882307.687500 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -882307.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -882328.875000 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -882328.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -882350.000000 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -882350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -882364.250000 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -882364.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -882372.312500 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -882372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -882376.125000 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -882376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -882382.625000 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -882382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -882391.500000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -882391.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -882398.312500 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -882398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -882397.875000 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -882397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -882400.812500 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -882400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -882399.687500 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -882399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -882400.562500 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -882400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -882403.750000 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -882403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -882403.875000 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -882403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -882404.125000 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -882404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -882406.062500 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -882406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -882406.750000 Penalty: 4438.949707
	Iteration 37Q: 3 clusters Score -882406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -882406.750000 Penalty: 4438.949707
	Iteration 38F: 3 clusters Score -882406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -643035.312500 Penalty: 2143.450195
	Iteration 0F: 2 clusters Score -643035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -638077.937500 Penalty: 4286.900391
	Iteration 0F: 3 clusters Score -638077.9 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -639310.750000 Penalty: 4286.900391
	Iteration 1F: 3 clusters Score -639310.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -639596.062500 Penalty: 4286.900391
	Iteration 2F: 3 clusters Score -639596.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -639759.875000 Penalty: 4286.900391
	Iteration 3F: 3 clusters Score -639759.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -639868.000000 Penalty: 4286.900391
	Iteration 4Q: 3 clusters Score -639868 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -639961.062500 Penalty: 4286.900391
	Iteration 5Q: 3 clusters Score -639961.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -640040.437500 Penalty: 4286.900391
	Iteration 6Q: 3 clusters Score -640040.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -640111.250000 Penalty: 4286.900391
	Iteration 7Q: 3 clusters Score -640111.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -640166.375000 Penalty: 4286.900391
	Iteration 8Q: 3 clusters Score -640166.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -640203.687500 Penalty: 4286.900391
	Iteration 9Q: 3 clusters Score -640203.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -640233.437500 Penalty: 4286.900391
	Iteration 10Q: 3 clusters Score -640233.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -640255.937500 Penalty: 4286.900391
	Iteration 11Q: 3 clusters Score -640255.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -640272.000000 Penalty: 4286.900391
	Iteration 12Q: 3 clusters Score -640272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -640297.312500 Penalty: 4286.900391
	Iteration 13Q: 3 clusters Score -640297.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -640315.187500 Penalty: 4286.900391
	Iteration 14Q: 3 clusters Score -640315.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -640338.250000 Penalty: 4286.900391
	Iteration 15Q: 3 clusters Score -640338.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -640359.875000 Penalty: 4286.900391
	Iteration 16Q: 3 clusters Score -640359.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -640378.250000 Penalty: 4286.900391
	Iteration 17Q: 3 clusters Score -640378.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -640398.500000 Penalty: 4286.900391
	Iteration 18Q: 3 clusters Score -640398.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -640426.625000 Penalty: 4286.900391
	Iteration 19Q: 3 clusters Score -640426.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -640461.312500 Penalty: 4286.900391
	Iteration 20F: 3 clusters Score -640461.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -640496.812500 Penalty: 4286.900391
	Iteration 21Q: 3 clusters Score -640496.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -640545.750000 Penalty: 4286.900391
	Iteration 22Q: 3 clusters Score -640545.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -640602.187500 Penalty: 4286.900391
	Iteration 23Q: 3 clusters Score -640602.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -640650.750000 Penalty: 4286.900391
	Iteration 24Q: 3 clusters Score -640650.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -640697.125000 Penalty: 4286.900391
	Iteration 25Q: 3 clusters Score -640697.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -640750.437500 Penalty: 4286.900391
	Iteration 26Q: 3 clusters Score -640750.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -640791.125000 Penalty: 4286.900391
	Iteration 27Q: 3 clusters Score -640791.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -640841.875000 Penalty: 4286.900391
	Iteration 28Q: 3 clusters Score -640841.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -640902.437500 Penalty: 4286.900391
	Iteration 29Q: 3 clusters Score -640902.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -640947.937500 Penalty: 4286.900391
	Iteration 30Q: 3 clusters Score -640947.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -640985.562500 Penalty: 4286.900391
	Iteration 31Q: 3 clusters Score -640985.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -641021.125000 Penalty: 4286.900391
	Iteration 32Q: 3 clusters Score -641021.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -641048.375000 Penalty: 4286.900391
	Iteration 33Q: 3 clusters Score -641048.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -641073.312500 Penalty: 4286.900391
	Iteration 34Q: 3 clusters Score -641073.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -641099.750000 Penalty: 4286.900391
	Iteration 35Q: 3 clusters Score -641099.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -641130.812500 Penalty: 4286.900391
	Iteration 36Q: 3 clusters Score -641130.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -641163.937500 Penalty: 4286.900391
	Iteration 37Q: 3 clusters Score -641163.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -641193.062500 Penalty: 4286.900391
	Iteration 38Q: 3 clusters Score -641193.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -641220.062500 Penalty: 4286.900391
	Iteration 39Q: 3 clusters Score -641220.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -641243.250000 Penalty: 4286.900391
	Iteration 40F: 3 clusters Score -641243.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -641267.500000 Penalty: 4286.900391
	Iteration 41Q: 3 clusters Score -641267.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -641286.062500 Penalty: 4286.900391
	Iteration 42Q: 3 clusters Score -641286.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -641300.437500 Penalty: 4286.900391
	Iteration 43Q: 3 clusters Score -641300.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -641314.062500 Penalty: 4286.900391
	Iteration 44Q: 3 clusters Score -641314.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -641329.687500 Penalty: 4286.900391
	Iteration 45Q: 3 clusters Score -641329.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -641348.687500 Penalty: 4286.900391
	Iteration 46Q: 3 clusters Score -641348.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -641362.875000 Penalty: 4286.900391
	Iteration 47Q: 3 clusters Score -641362.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -641376.750000 Penalty: 4286.900391
	Iteration 48Q: 3 clusters Score -641376.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -641385.687500 Penalty: 4286.900391
	Iteration 49Q: 3 clusters Score -641385.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -641397.437500 Penalty: 4286.900391
	Iteration 50Q: 3 clusters Score -641397.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -641406.375000 Penalty: 4286.900391
	Iteration 51Q: 3 clusters Score -641406.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -641417.187500 Penalty: 4286.900391
	Iteration 52Q: 3 clusters Score -641417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -641421.625000 Penalty: 4286.900391
	Iteration 53Q: 3 clusters Score -641421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -641426.312500 Penalty: 4286.900391
	Iteration 54Q: 3 clusters Score -641426.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -641433.937500 Penalty: 4286.900391
	Iteration 55Q: 3 clusters Score -641433.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -641442.437500 Penalty: 4286.900391
	Iteration 56Q: 3 clusters Score -641442.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -641450.437500 Penalty: 4286.900391
	Iteration 57Q: 3 clusters Score -641450.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -641455.562500 Penalty: 4286.900391
	Iteration 58Q: 3 clusters Score -641455.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -641459.812500 Penalty: 4286.900391
	Iteration 59Q: 3 clusters Score -641459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -641459.875000 Penalty: 4286.900391
	Iteration 60F: 3 clusters Score -641459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -641459.937500 Penalty: 4286.900391
	Iteration 61Q: 3 clusters Score -641459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -641462.312500 Penalty: 4286.900391
	Iteration 62Q: 3 clusters Score -641462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -641461.750000 Penalty: 4286.900391
	Iteration 63Q: 3 clusters Score -641461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -641461.750000 Penalty: 4286.900391
	Iteration 64F: 3 clusters Score -641461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -88743.398438 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86953.085938 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -86953.09 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87487.781250 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87487.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87994.515625 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87994.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88229.585938 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -88229.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -88331.921875 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -88331.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -88385.304688 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -88385.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -88425.906250 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -88425.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -88453.984375 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -88453.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -88473.468750 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -88473.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -88488.492188 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88488.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -88504.234375 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88504.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -88514.289062 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88514.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -88523.718750 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88523.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -88528.804688 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -88528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -88530.734375 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -88530.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -88533.671875 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -88533.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -88536.187500 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -88536.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -88542.125000 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -88542.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -88546.890625 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -88546.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -88546.890625 Penalty: 3342.123535
	Iteration 19F: 3 clusters Score -88546.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Entering Unmasked Estep 
Score: -6138977.000000 Penalty: 2703.303467
	Iteration 0F: 2 clusters Score -6138977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -6102147.000000 Penalty: 5406.606934
	Iteration 0F: 3 clusters Score -6102147 nChanged 25307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -6116332.000000 Penalty: 5406.606934
	Iteration 1F: 3 clusters Score -6116332 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6116910.500000 Penalty: 5406.606934
	Iteration 2Q: 3 clusters Score -6116910 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -6117629.000000 Penalty: 5406.606934
	Iteration 3Q: 3 clusters Score -6117629 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -6118682.000000 Penalty: 5406.606934
	Iteration 4Q: 3 clusters Score -6118682 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -6120376.000000 Penalty: 5406.606934
	Iteration 5F: 3 clusters Score -6120376 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -6123092.000000 Penalty: 5406.606934
	Iteration 6F: 3 clusters Score -6123092 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -6126966.500000 Penalty: 5406.606934
	Iteration 7F: 3 clusters Score -6126966 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -6131147.000000 Penalty: 5406.606934
	Iteration 8F: 3 clusters Score -6131147 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6134221.500000 Penalty: 5406.606934
	Iteration 9F: 3 clusters Score -6134222 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6135736.500000 Penalty: 5406.606934
	Iteration 10Q: 3 clusters Score -6135736 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6136324.500000 Penalty: 5406.606934
	Iteration 11Q: 3 clusters Score -6136324 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6136562.000000 Penalty: 5406.606934
	Iteration 12Q: 3 clusters Score -6136562 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6136700.500000 Penalty: 5406.606934
	Iteration 13Q: 3 clusters Score -6136700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6136753.500000 Penalty: 5406.606934
	Iteration 14Q: 3 clusters Score -6136754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6136786.500000 Penalty: 5406.606934
	Iteration 15Q: 3 clusters Score -6136786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6136821.500000 Penalty: 5406.606934
	Iteration 16Q: 3 clusters Score -6136822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6136844.500000 Penalty: 5406.606934
	Iteration 17Q: 3 clusters Score -6136844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6136858.000000 Penalty: 5406.606934
	Iteration 18Q: 3 clusters Score -6136858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6136870.000000 Penalty: 5406.606934
	Iteration 19Q: 3 clusters Score -6136870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6136881.500000 Penalty: 5406.606934
	Iteration 20F: 3 clusters Score -6136882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6136897.500000 Penalty: 5406.606934
	Iteration 21Q: 3 clusters Score -6136898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6136896.000000 Penalty: 5406.606934
	Iteration 22Q: 3 clusters Score -6136896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6136897.500000 Penalty: 5406.606934
	Iteration 23Q: 3 clusters Score -6136898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6136900.500000 Penalty: 5406.606934
	Iteration 24Q: 3 clusters Score -6136900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6136908.500000 Penalty: 5406.606934
	Iteration 25Q: 3 clusters Score -6136908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6136905.000000 Penalty: 5406.606934
	Iteration 26Q: 3 clusters Score -6136905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6136913.000000 Penalty: 5406.606934
	Iteration 27Q: 3 clusters Score -6136913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6136917.000000 Penalty: 5406.606934
	Iteration 28Q: 3 clusters Score -6136917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6136911.000000 Penalty: 5406.606934
	Iteration 29Q: 3 clusters Score -6136911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6136915.500000 Penalty: 5406.606934
	Iteration 30Q: 3 clusters Score -6136916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6136921.500000 Penalty: 5406.606934
	Iteration 31Q: 3 clusters Score -6136922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6136919.500000 Penalty: 5406.606934
	Iteration 32Q: 3 clusters Score -6136920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6136921.500000 Penalty: 5406.606934
	Iteration 33Q: 3 clusters Score -6136922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6136927.500000 Penalty: 5406.606934
	Iteration 34Q: 3 clusters Score -6136928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6136930.000000 Penalty: 5406.606934
	Iteration 35Q: 3 clusters Score -6136930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6136931.000000 Penalty: 5406.606934
	Iteration 36Q: 3 clusters Score -6136931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6136931.500000 Penalty: 5406.606934
	Iteration 37Q: 3 clusters Score -6136932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6136931.500000 Penalty: 5406.606934
	Iteration 38F: 3 clusters Score -6136932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -105672.210938 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -105672.2 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 511 members 
Entering Unmasked Estep 
Score: -103739.773438 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -103739.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104017.718750 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -104017.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104133.835938 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -104133.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104264.945312 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -104264.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104444.773438 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -104444.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104632.156250 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -104632.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104997.398438 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -104997.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105228.312500 Penalty: 3438.010010
	Iteration 7F: 3 clusters Score -105228.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105386.406250 Penalty: 3438.010010
	Iteration 8F: 3 clusters Score -105386.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105484.507812 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -105484.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -105573.328125 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -105573.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -105633.695312 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -105633.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105667.609375 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -105667.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -105708.859375 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -105708.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -105766.265625 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -105766.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -105815.156250 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -105815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -105829.781250 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -105829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -105829.781250 Penalty: 3438.010010
	Iteration 17F: 3 clusters Score -105829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 231745 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 43287 members 
Mstep: Class 5 contains 257913 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 17612 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 37788 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
Score: -88589112.000000 Penalty: 67431.250000
Splitting cluster 12 changes total score from -88590656.000000 to -88589112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (17612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Entering Unmasked Estep 
Score: -1990145.250000 Penalty: 2424.531250
	Iteration 0F: 2 clusters Score -1990145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1977552.375000 Penalty: 4849.062500
	Iteration 0F: 3 clusters Score -1977552 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1981682.625000 Penalty: 4849.062500
	Iteration 1F: 3 clusters Score -1981683 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1982278.625000 Penalty: 4849.062500
	Iteration 2F: 3 clusters Score -1982279 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1982951.625000 Penalty: 4849.062500
	Iteration 3F: 3 clusters Score -1982952 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1983624.000000 Penalty: 4849.062500
	Iteration 4F: 3 clusters Score -1983624 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1984209.500000 Penalty: 4849.062500
	Iteration 5F: 3 clusters Score -1984210 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1984699.250000 Penalty: 4849.062500
	Iteration 6Q: 3 clusters Score -1984699 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1985140.750000 Penalty: 4849.062500
	Iteration 7Q: 3 clusters Score -1985141 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1985516.375000 Penalty: 4849.062500
	Iteration 8Q: 3 clusters Score -1985516 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1985824.125000 Penalty: 4849.062500
	Iteration 9Q: 3 clusters Score -1985824 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1986073.000000 Penalty: 4849.062500
	Iteration 10Q: 3 clusters Score -1986073 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1986300.750000 Penalty: 4849.062500
	Iteration 11Q: 3 clusters Score -1986301 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1986502.375000 Penalty: 4849.062500
	Iteration 12Q: 3 clusters Score -1986502 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1986667.000000 Penalty: 4849.062500
	Iteration 13Q: 3 clusters Score -1986667 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1986795.500000 Penalty: 4849.062500
	Iteration 14Q: 3 clusters Score -1986796 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1986889.750000 Penalty: 4849.062500
	Iteration 15Q: 3 clusters Score -1986890 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1986979.875000 Penalty: 4849.062500
	Iteration 16Q: 3 clusters Score -1986980 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1987065.625000 Penalty: 4849.062500
	Iteration 17Q: 3 clusters Score -1987066 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1987143.125000 Penalty: 4849.062500
	Iteration 18Q: 3 clusters Score -1987143 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1987211.250000 Penalty: 4849.062500
	Iteration 19Q: 3 clusters Score -1987211 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1987277.125000 Penalty: 4849.062500
	Iteration 20F: 3 clusters Score -1987277 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1987333.375000 Penalty: 4849.062500
	Iteration 21Q: 3 clusters Score -1987333 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1987380.375000 Penalty: 4849.062500
	Iteration 22Q: 3 clusters Score -1987380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1987402.375000 Penalty: 4849.062500
	Iteration 23Q: 3 clusters Score -1987402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1987435.750000 Penalty: 4849.062500
	Iteration 24Q: 3 clusters Score -1987436 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1987458.625000 Penalty: 4849.062500
	Iteration 25Q: 3 clusters Score -1987459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1987490.125000 Penalty: 4849.062500
	Iteration 26Q: 3 clusters Score -1987490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1987507.125000 Penalty: 4849.062500
	Iteration 27Q: 3 clusters Score -1987507 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1987526.250000 Penalty: 4849.062500
	Iteration 28Q: 3 clusters Score -1987526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1987538.375000 Penalty: 4849.062500
	Iteration 29Q: 3 clusters Score -1987538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1987554.000000 Penalty: 4849.062500
	Iteration 30Q: 3 clusters Score -1987554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1987568.375000 Penalty: 4849.062500
	Iteration 31Q: 3 clusters Score -1987568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1987587.250000 Penalty: 4849.062500
	Iteration 32Q: 3 clusters Score -1987587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1987589.125000 Penalty: 4849.062500
	Iteration 33Q: 3 clusters Score -1987589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1987597.625000 Penalty: 4849.062500
	Iteration 34Q: 3 clusters Score -1987598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1987608.750000 Penalty: 4849.062500
	Iteration 35Q: 3 clusters Score -1987609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1987616.000000 Penalty: 4849.062500
	Iteration 36Q: 3 clusters Score -1987616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1987614.625000 Penalty: 4849.062500
	Iteration 37Q: 3 clusters Score -1987615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1987625.875000 Penalty: 4849.062500
	Iteration 38Q: 3 clusters Score -1987626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1987632.250000 Penalty: 4849.062500
	Iteration 39Q: 3 clusters Score -1987632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1987645.375000 Penalty: 4849.062500
	Iteration 40F: 3 clusters Score -1987645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1987649.625000 Penalty: 4849.062500
	Iteration 41Q: 3 clusters Score -1987650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1987661.375000 Penalty: 4849.062500
	Iteration 42Q: 3 clusters Score -1987661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1987679.625000 Penalty: 4849.062500
	Iteration 43Q: 3 clusters Score -1987680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1987699.750000 Penalty: 4849.062500
	Iteration 44Q: 3 clusters Score -1987700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1987731.500000 Penalty: 4849.062500
	Iteration 45Q: 3 clusters Score -1987732 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1987767.250000 Penalty: 4849.062500
	Iteration 46Q: 3 clusters Score -1987767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1987807.750000 Penalty: 4849.062500
	Iteration 47Q: 3 clusters Score -1987808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1987852.000000 Penalty: 4849.062500
	Iteration 48Q: 3 clusters Score -1987852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1987891.500000 Penalty: 4849.062500
	Iteration 49Q: 3 clusters Score -1987892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1987943.375000 Penalty: 4849.062500
	Iteration 50Q: 3 clusters Score -1987943 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1987977.625000 Penalty: 4849.062500
	Iteration 51Q: 3 clusters Score -1987978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1988014.625000 Penalty: 4849.062500
	Iteration 52Q: 3 clusters Score -1988015 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1988045.875000 Penalty: 4849.062500
	Iteration 53Q: 3 clusters Score -1988046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1988086.000000 Penalty: 4849.062500
	Iteration 54Q: 3 clusters Score -1988086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1988128.125000 Penalty: 4849.062500
	Iteration 55Q: 3 clusters Score -1988128 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1988172.750000 Penalty: 4849.062500
	Iteration 56Q: 3 clusters Score -1988173 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1988211.250000 Penalty: 4849.062500
	Iteration 57Q: 3 clusters Score -1988211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1988244.250000 Penalty: 4849.062500
	Iteration 58Q: 3 clusters Score -1988244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1988289.500000 Penalty: 4849.062500
	Iteration 59Q: 3 clusters Score -1988290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1988327.750000 Penalty: 4849.062500
	Iteration 60F: 3 clusters Score -1988328 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1988350.250000 Penalty: 4849.062500
	Iteration 61Q: 3 clusters Score -1988350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1988379.875000 Penalty: 4849.062500
	Iteration 62Q: 3 clusters Score -1988380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1988409.250000 Penalty: 4849.062500
	Iteration 63Q: 3 clusters Score -1988409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1988426.750000 Penalty: 4849.062500
	Iteration 64Q: 3 clusters Score -1988427 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1988448.625000 Penalty: 4849.062500
	Iteration 65Q: 3 clusters Score -1988449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1988471.125000 Penalty: 4849.062500
	Iteration 66Q: 3 clusters Score -1988471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1988489.625000 Penalty: 4849.062500
	Iteration 67Q: 3 clusters Score -1988490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1988510.750000 Penalty: 4849.062500
	Iteration 68Q: 3 clusters Score -1988511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1988535.500000 Penalty: 4849.062500
	Iteration 69Q: 3 clusters Score -1988536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1988548.125000 Penalty: 4849.062500
	Iteration 70Q: 3 clusters Score -1988548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1988568.500000 Penalty: 4849.062500
	Iteration 71Q: 3 clusters Score -1988568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1988590.250000 Penalty: 4849.062500
	Iteration 72Q: 3 clusters Score -1988590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1988604.625000 Penalty: 4849.062500
	Iteration 73Q: 3 clusters Score -1988605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1988617.750000 Penalty: 4849.062500
	Iteration 74Q: 3 clusters Score -1988618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1988618.000000 Penalty: 4849.062500
	Iteration 75Q: 3 clusters Score -1988618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1988631.250000 Penalty: 4849.062500
	Iteration 76Q: 3 clusters Score -1988631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1988642.500000 Penalty: 4849.062500
	Iteration 77Q: 3 clusters Score -1988642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1988652.625000 Penalty: 4849.062500
	Iteration 78Q: 3 clusters Score -1988653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1988656.625000 Penalty: 4849.062500
	Iteration 79Q: 3 clusters Score -1988657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1988663.750000 Penalty: 4849.062500
	Iteration 80F: 3 clusters Score -1988664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1988673.125000 Penalty: 4849.062500
	Iteration 81Q: 3 clusters Score -1988673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1988676.125000 Penalty: 4849.062500
	Iteration 82Q: 3 clusters Score -1988676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1988682.250000 Penalty: 4849.062500
	Iteration 83Q: 3 clusters Score -1988682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1988690.500000 Penalty: 4849.062500
	Iteration 84Q: 3 clusters Score -1988690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1988698.375000 Penalty: 4849.062500
	Iteration 85Q: 3 clusters Score -1988698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1988715.875000 Penalty: 4849.062500
	Iteration 86Q: 3 clusters Score -1988716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1988723.750000 Penalty: 4849.062500
	Iteration 87Q: 3 clusters Score -1988724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1988728.375000 Penalty: 4849.062500
	Iteration 88Q: 3 clusters Score -1988728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1988737.750000 Penalty: 4849.062500
	Iteration 89Q: 3 clusters Score -1988738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1988751.625000 Penalty: 4849.062500
	Iteration 90Q: 3 clusters Score -1988752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1988761.250000 Penalty: 4849.062500
	Iteration 91Q: 3 clusters Score -1988761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1988765.125000 Penalty: 4849.062500
	Iteration 92Q: 3 clusters Score -1988765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1988764.750000 Penalty: 4849.062500
	Iteration 93Q: 3 clusters Score -1988765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1988773.125000 Penalty: 4849.062500
	Iteration 94Q: 3 clusters Score -1988773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1988781.250000 Penalty: 4849.062500
	Iteration 95Q: 3 clusters Score -1988781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1988795.125000 Penalty: 4849.062500
	Iteration 96Q: 3 clusters Score -1988795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1988801.875000 Penalty: 4849.062500
	Iteration 97Q: 3 clusters Score -1988802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1988802.625000 Penalty: 4849.062500
	Iteration 98Q: 3 clusters Score -1988803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1988801.125000 Penalty: 4849.062500
	Iteration 99Q: 3 clusters Score -1988801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1988808.750000 Penalty: 4849.062500
	Iteration 100F: 3 clusters Score -1988809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1988811.750000 Penalty: 4849.062500
	Iteration 101Q: 3 clusters Score -1988812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1988812.250000 Penalty: 4849.062500
	Iteration 102Q: 3 clusters Score -1988812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1988818.250000 Penalty: 4849.062500
	Iteration 103Q: 3 clusters Score -1988818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1988820.375000 Penalty: 4849.062500
	Iteration 104Q: 3 clusters Score -1988820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1988819.500000 Penalty: 4849.062500
	Iteration 105Q: 3 clusters Score -1988820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1988820.375000 Penalty: 4849.062500
	Iteration 106Q: 3 clusters Score -1988820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1988821.875000 Penalty: 4849.062500
	Iteration 107Q: 3 clusters Score -1988822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1988821.500000 Penalty: 4849.062500
	Iteration 108Q: 3 clusters Score -1988822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1988822.875000 Penalty: 4849.062500
	Iteration 109Q: 3 clusters Score -1988823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1988819.625000 Penalty: 4849.062500
	Iteration 110Q: 3 clusters Score -1988820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1988820.625000 Penalty: 4849.062500
	Iteration 111Q: 3 clusters Score -1988821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1988824.750000 Penalty: 4849.062500
	Iteration 112Q: 3 clusters Score -1988825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1988827.875000 Penalty: 4849.062500
	Iteration 113Q: 3 clusters Score -1988828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1988826.750000 Penalty: 4849.062500
	Iteration 114Q: 3 clusters Score -1988827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1988825.625000 Penalty: 4849.062500
	Iteration 115Q: 3 clusters Score -1988826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1988828.750000 Penalty: 4849.062500
	Iteration 116Q: 3 clusters Score -1988829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1988827.750000 Penalty: 4849.062500
	Iteration 117Q: 3 clusters Score -1988828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1988828.875000 Penalty: 4849.062500
	Iteration 118Q: 3 clusters Score -1988829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1988834.500000 Penalty: 4849.062500
	Iteration 119Q: 3 clusters Score -1988834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1988834.000000 Penalty: 4849.062500
	Iteration 120F: 3 clusters Score -1988834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1988833.750000 Penalty: 4849.062500
	Iteration 121Q: 3 clusters Score -1988834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1988833.625000 Penalty: 4849.062500
	Iteration 122Q: 3 clusters Score -1988834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1988833.000000 Penalty: 4849.062500
	Iteration 123Q: 3 clusters Score -1988833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1988836.000000 Penalty: 4849.062500
	Iteration 124Q: 3 clusters Score -1988836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1988838.250000 Penalty: 4849.062500
	Iteration 125Q: 3 clusters Score -1988838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1988837.125000 Penalty: 4849.062500
	Iteration 126Q: 3 clusters Score -1988837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1988839.500000 Penalty: 4849.062500
	Iteration 127Q: 3 clusters Score -1988840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1988840.375000 Penalty: 4849.062500
	Iteration 128Q: 3 clusters Score -1988840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1988843.000000 Penalty: 4849.062500
	Iteration 129Q: 3 clusters Score -1988843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1988843.125000 Penalty: 4849.062500
	Iteration 130Q: 3 clusters Score -1988843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1988843.000000 Penalty: 4849.062500
	Iteration 131Q: 3 clusters Score -1988843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1988842.125000 Penalty: 4849.062500
	Iteration 132Q: 3 clusters Score -1988842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1988842.125000 Penalty: 4849.062500
	Iteration 133F: 3 clusters Score -1988842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -191861.687500 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -191861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -189371.625000 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -189371.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -189769.062500 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -189769.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -189911.328125 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -189911.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -190036.156250 Penalty: 3706.924072
	Iteration 3Q: 3 clusters Score -190036.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -190159.437500 Penalty: 3706.924072
	Iteration 4Q: 3 clusters Score -190159.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190293.671875 Penalty: 3706.924072
	Iteration 5Q: 3 clusters Score -190293.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -190501.359375 Penalty: 3706.924072
	Iteration 6Q: 3 clusters Score -190501.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -190629.843750 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -190629.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -190726.468750 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -190726.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -190820.312500 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -190820.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -190909.343750 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -190909.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -190982.312500 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -190982.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -191040.296875 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -191040.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -191084.453125 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -191084.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -191127.078125 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -191127.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -191174.812500 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -191174.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -191236.484375 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -191236.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -191300.062500 Penalty: 3706.924072
	Iteration 17Q: 3 clusters Score -191300.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -191324.828125 Penalty: 3706.924072
	Iteration 18Q: 3 clusters Score -191324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -191333.921875 Penalty: 3706.924072
	Iteration 19Q: 3 clusters Score -191333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -191339.015625 Penalty: 3706.924072
	Iteration 20F: 3 clusters Score -191339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -191340.187500 Penalty: 3706.924072
	Iteration 21Q: 3 clusters Score -191340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -191340.812500 Penalty: 3706.924072
	Iteration 22Q: 3 clusters Score -191340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -191340.812500 Penalty: 3706.924072
	Iteration 23F: 3 clusters Score -191340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Entering Unmasked Estep 
Score: -1778200.500000 Penalty: 2406.909424
	Iteration 0F: 2 clusters Score -1778200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1766406.875000 Penalty: 4813.818848
	Iteration 0F: 3 clusters Score -1766407 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1770139.875000 Penalty: 4813.818848
	Iteration 1F: 3 clusters Score -1770140 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1770491.625000 Penalty: 4813.818848
	Iteration 2F: 3 clusters Score -1770492 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1770753.000000 Penalty: 4813.818848
	Iteration 3Q: 3 clusters Score -1770753 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1770977.375000 Penalty: 4813.818848
	Iteration 4Q: 3 clusters Score -1770977 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1771153.875000 Penalty: 4813.818848
	Iteration 5Q: 3 clusters Score -1771154 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1771300.875000 Penalty: 4813.818848
	Iteration 6Q: 3 clusters Score -1771301 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1771416.750000 Penalty: 4813.818848
	Iteration 7Q: 3 clusters Score -1771417 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1771540.250000 Penalty: 4813.818848
	Iteration 8Q: 3 clusters Score -1771540 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1771665.750000 Penalty: 4813.818848
	Iteration 9Q: 3 clusters Score -1771666 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1771787.125000 Penalty: 4813.818848
	Iteration 10Q: 3 clusters Score -1771787 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1771931.750000 Penalty: 4813.818848
	Iteration 11Q: 3 clusters Score -1771932 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1772090.500000 Penalty: 4813.818848
	Iteration 12Q: 3 clusters Score -1772090 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1772257.750000 Penalty: 4813.818848
	Iteration 13Q: 3 clusters Score -1772258 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1772425.125000 Penalty: 4813.818848
	Iteration 14Q: 3 clusters Score -1772425 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1772606.250000 Penalty: 4813.818848
	Iteration 15Q: 3 clusters Score -1772606 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1772818.250000 Penalty: 4813.818848
	Iteration 16Q: 3 clusters Score -1772818 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1773050.375000 Penalty: 4813.818848
	Iteration 17Q: 3 clusters Score -1773050 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1773371.250000 Penalty: 4813.818848
	Iteration 18Q: 3 clusters Score -1773371 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1773746.375000 Penalty: 4813.818848
	Iteration 19Q: 3 clusters Score -1773746 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1774185.500000 Penalty: 4813.818848
	Iteration 20F: 3 clusters Score -1774186 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1774589.500000 Penalty: 4813.818848
	Iteration 21Q: 3 clusters Score -1774590 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1774959.750000 Penalty: 4813.818848
	Iteration 22Q: 3 clusters Score -1774960 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1775279.125000 Penalty: 4813.818848
	Iteration 23Q: 3 clusters Score -1775279 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1775507.375000 Penalty: 4813.818848
	Iteration 24Q: 3 clusters Score -1775507 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1775666.375000 Penalty: 4813.818848
	Iteration 25Q: 3 clusters Score -1775666 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1775785.125000 Penalty: 4813.818848
	Iteration 26Q: 3 clusters Score -1775785 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1775877.250000 Penalty: 4813.818848
	Iteration 27Q: 3 clusters Score -1775877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1775937.625000 Penalty: 4813.818848
	Iteration 28Q: 3 clusters Score -1775938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1775995.375000 Penalty: 4813.818848
	Iteration 29Q: 3 clusters Score -1775995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1776040.625000 Penalty: 4813.818848
	Iteration 30Q: 3 clusters Score -1776041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1776061.375000 Penalty: 4813.818848
	Iteration 31Q: 3 clusters Score -1776061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1776075.375000 Penalty: 4813.818848
	Iteration 32Q: 3 clusters Score -1776075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1776085.125000 Penalty: 4813.818848
	Iteration 33Q: 3 clusters Score -1776085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1776089.875000 Penalty: 4813.818848
	Iteration 34Q: 3 clusters Score -1776090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1776091.875000 Penalty: 4813.818848
	Iteration 35Q: 3 clusters Score -1776092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1776095.625000 Penalty: 4813.818848
	Iteration 36Q: 3 clusters Score -1776096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1776100.125000 Penalty: 4813.818848
	Iteration 37Q: 3 clusters Score -1776100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1776098.625000 Penalty: 4813.818848
	Iteration 38Q: 3 clusters Score -1776099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1776099.500000 Penalty: 4813.818848
	Iteration 39Q: 3 clusters Score -1776100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1776102.000000 Penalty: 4813.818848
	Iteration 40F: 3 clusters Score -1776102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1776101.375000 Penalty: 4813.818848
	Iteration 41Q: 3 clusters Score -1776101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1776101.875000 Penalty: 4813.818848
	Iteration 42Q: 3 clusters Score -1776102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1776102.500000 Penalty: 4813.818848
	Iteration 43Q: 3 clusters Score -1776102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1776107.375000 Penalty: 4813.818848
	Iteration 44Q: 3 clusters Score -1776107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1776112.625000 Penalty: 4813.818848
	Iteration 45Q: 3 clusters Score -1776113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1776115.125000 Penalty: 4813.818848
	Iteration 46Q: 3 clusters Score -1776115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1776114.875000 Penalty: 4813.818848
	Iteration 47Q: 3 clusters Score -1776115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1776114.625000 Penalty: 4813.818848
	Iteration 48Q: 3 clusters Score -1776115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1776115.875000 Penalty: 4813.818848
	Iteration 49Q: 3 clusters Score -1776116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1776115.875000 Penalty: 4813.818848
	Iteration 50F: 3 clusters Score -1776116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -1070056.375000 Penalty: 2270.502197
	Iteration 0F: 2 clusters Score -1070056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1062717.000000 Penalty: 4541.004395
	Iteration 0F: 3 clusters Score -1062717 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1064736.250000 Penalty: 4541.004395
	Iteration 1F: 3 clusters Score -1064736 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1065090.875000 Penalty: 4541.004395
	Iteration 2F: 3 clusters Score -1065091 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1065370.500000 Penalty: 4541.004395
	Iteration 3F: 3 clusters Score -1065370 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1065630.000000 Penalty: 4541.004395
	Iteration 4F: 3 clusters Score -1065630 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1065955.375000 Penalty: 4541.004395
	Iteration 5F: 3 clusters Score -1065955 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1066301.875000 Penalty: 4541.004395
	Iteration 6F: 3 clusters Score -1066302 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1066678.625000 Penalty: 4541.004395
	Iteration 7F: 3 clusters Score -1066679 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1067093.625000 Penalty: 4541.004395
	Iteration 8F: 3 clusters Score -1067094 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1067476.125000 Penalty: 4541.004395
	Iteration 9F: 3 clusters Score -1067476 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1067811.250000 Penalty: 4541.004395
	Iteration 10Q: 3 clusters Score -1067811 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1068095.625000 Penalty: 4541.004395
	Iteration 11Q: 3 clusters Score -1068096 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1068283.500000 Penalty: 4541.004395
	Iteration 12Q: 3 clusters Score -1068284 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1068416.125000 Penalty: 4541.004395
	Iteration 13Q: 3 clusters Score -1068416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1068508.000000 Penalty: 4541.004395
	Iteration 14Q: 3 clusters Score -1068508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1068571.000000 Penalty: 4541.004395
	Iteration 15Q: 3 clusters Score -1068571 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1068628.250000 Penalty: 4541.004395
	Iteration 16Q: 3 clusters Score -1068628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1068660.625000 Penalty: 4541.004395
	Iteration 17Q: 3 clusters Score -1068661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1068688.875000 Penalty: 4541.004395
	Iteration 18Q: 3 clusters Score -1068689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1068711.875000 Penalty: 4541.004395
	Iteration 19Q: 3 clusters Score -1068712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1068725.875000 Penalty: 4541.004395
	Iteration 20F: 3 clusters Score -1068726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1068745.125000 Penalty: 4541.004395
	Iteration 21Q: 3 clusters Score -1068745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1068759.125000 Penalty: 4541.004395
	Iteration 22Q: 3 clusters Score -1068759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1068767.750000 Penalty: 4541.004395
	Iteration 23Q: 3 clusters Score -1068768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1068776.250000 Penalty: 4541.004395
	Iteration 24Q: 3 clusters Score -1068776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1068786.625000 Penalty: 4541.004395
	Iteration 25Q: 3 clusters Score -1068787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1068793.375000 Penalty: 4541.004395
	Iteration 26Q: 3 clusters Score -1068793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1068800.750000 Penalty: 4541.004395
	Iteration 27Q: 3 clusters Score -1068801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1068807.750000 Penalty: 4541.004395
	Iteration 28Q: 3 clusters Score -1068808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1068816.250000 Penalty: 4541.004395
	Iteration 29Q: 3 clusters Score -1068816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1068823.750000 Penalty: 4541.004395
	Iteration 30Q: 3 clusters Score -1068824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1068827.000000 Penalty: 4541.004395
	Iteration 31Q: 3 clusters Score -1068827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1068833.000000 Penalty: 4541.004395
	Iteration 32Q: 3 clusters Score -1068833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1068837.000000 Penalty: 4541.004395
	Iteration 33Q: 3 clusters Score -1068837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1068846.750000 Penalty: 4541.004395
	Iteration 34Q: 3 clusters Score -1068847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1068850.125000 Penalty: 4541.004395
	Iteration 35Q: 3 clusters Score -1068850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1068854.500000 Penalty: 4541.004395
	Iteration 36Q: 3 clusters Score -1068854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1068860.375000 Penalty: 4541.004395
	Iteration 37Q: 3 clusters Score -1068860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1068864.875000 Penalty: 4541.004395
	Iteration 38Q: 3 clusters Score -1068865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1068872.750000 Penalty: 4541.004395
	Iteration 39Q: 3 clusters Score -1068873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1068880.250000 Penalty: 4541.004395
	Iteration 40F: 3 clusters Score -1068880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1068882.625000 Penalty: 4541.004395
	Iteration 41Q: 3 clusters Score -1068883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1068887.500000 Penalty: 4541.004395
	Iteration 42Q: 3 clusters Score -1068888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1068888.375000 Penalty: 4541.004395
	Iteration 43Q: 3 clusters Score -1068888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1068888.625000 Penalty: 4541.004395
	Iteration 44Q: 3 clusters Score -1068889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1068890.125000 Penalty: 4541.004395
	Iteration 45Q: 3 clusters Score -1068890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1068890.125000 Penalty: 4541.004395
	Iteration 46F: 3 clusters Score -1068890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Entering Unmasked Estep 
Score: -4296041.000000 Penalty: 2613.857422
	Iteration 0F: 2 clusters Score -4296041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4270536.000000 Penalty: 5227.714844
	Iteration 0F: 3 clusters Score -4270536 nChanged 17044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -4279504.000000 Penalty: 5227.714844
	Iteration 1F: 3 clusters Score -4279504 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4279965.500000 Penalty: 5227.714844
	Iteration 2Q: 3 clusters Score -4279966 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -4280510.000000 Penalty: 5227.714844
	Iteration 3Q: 3 clusters Score -4280510 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -4281202.500000 Penalty: 5227.714844
	Iteration 4Q: 3 clusters Score -4281202 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4282154.000000 Penalty: 5227.714844
	Iteration 5F: 3 clusters Score -4282154 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4283724.500000 Penalty: 5227.714844
	Iteration 6F: 3 clusters Score -4283724 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4286054.500000 Penalty: 5227.714844
	Iteration 7F: 3 clusters Score -4286054 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4288945.500000 Penalty: 5227.714844
	Iteration 8F: 3 clusters Score -4288946 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4291488.000000 Penalty: 5227.714844
	Iteration 9F: 3 clusters Score -4291488 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4293006.500000 Penalty: 5227.714844
	Iteration 10Q: 3 clusters Score -4293006 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4293659.500000 Penalty: 5227.714844
	Iteration 11Q: 3 clusters Score -4293660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4293907.500000 Penalty: 5227.714844
	Iteration 12Q: 3 clusters Score -4293908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -4294036.500000 Penalty: 5227.714844
	Iteration 13Q: 3 clusters Score -4294036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4294086.000000 Penalty: 5227.714844
	Iteration 14Q: 3 clusters Score -4294086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -4294113.000000 Penalty: 5227.714844
	Iteration 15Q: 3 clusters Score -4294113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4294125.000000 Penalty: 5227.714844
	Iteration 16Q: 3 clusters Score -4294125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4294132.500000 Penalty: 5227.714844
	Iteration 17Q: 3 clusters Score -4294132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4294141.500000 Penalty: 5227.714844
	Iteration 18Q: 3 clusters Score -4294142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4294153.500000 Penalty: 5227.714844
	Iteration 19Q: 3 clusters Score -4294154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4294164.000000 Penalty: 5227.714844
	Iteration 20F: 3 clusters Score -4294164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4294174.000000 Penalty: 5227.714844
	Iteration 21Q: 3 clusters Score -4294174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4294175.500000 Penalty: 5227.714844
	Iteration 22Q: 3 clusters Score -4294176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4294178.500000 Penalty: 5227.714844
	Iteration 23Q: 3 clusters Score -4294178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4294177.000000 Penalty: 5227.714844
	Iteration 24Q: 3 clusters Score -4294177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4294177.000000 Penalty: 5227.714844
	Iteration 25F: 3 clusters Score -4294177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Entering Unmasked Estep 
Score: -4326888.500000 Penalty: 2620.347656
	Iteration 0F: 2 clusters Score -4326888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4300500.500000 Penalty: 5240.695312
	Iteration 0F: 3 clusters Score -4300500 nChanged 17702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4310268.000000 Penalty: 5240.695312
	Iteration 1F: 3 clusters Score -4310268 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4310754.500000 Penalty: 5240.695312
	Iteration 2Q: 3 clusters Score -4310754 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4311235.000000 Penalty: 5240.695312
	Iteration 3Q: 3 clusters Score -4311235 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4311686.500000 Penalty: 5240.695312
	Iteration 4Q: 3 clusters Score -4311686 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4312279.000000 Penalty: 5240.695312
	Iteration 5Q: 3 clusters Score -4312279 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4313109.000000 Penalty: 5240.695312
	Iteration 6Q: 3 clusters Score -4313109 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4314364.500000 Penalty: 5240.695312
	Iteration 7F: 3 clusters Score -4314364 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4316215.000000 Penalty: 5240.695312
	Iteration 8F: 3 clusters Score -4316215 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4318534.000000 Penalty: 5240.695312
	Iteration 9F: 3 clusters Score -4318534 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4320981.000000 Penalty: 5240.695312
	Iteration 10F: 3 clusters Score -4320981 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4322844.000000 Penalty: 5240.695312
	Iteration 11F: 3 clusters Score -4322844 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -4323811.000000 Penalty: 5240.695312
	Iteration 12Q: 3 clusters Score -4323811 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4324232.000000 Penalty: 5240.695312
	Iteration 13Q: 3 clusters Score -4324232 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4324388.500000 Penalty: 5240.695312
	Iteration 14Q: 3 clusters Score -4324388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4324445.000000 Penalty: 5240.695312
	Iteration 15Q: 3 clusters Score -4324445 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -4324483.500000 Penalty: 5240.695312
	Iteration 16Q: 3 clusters Score -4324484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4324520.500000 Penalty: 5240.695312
	Iteration 17Q: 3 clusters Score -4324520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4324542.500000 Penalty: 5240.695312
	Iteration 18Q: 3 clusters Score -4324542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -4324561.000000 Penalty: 5240.695312
	Iteration 19Q: 3 clusters Score -4324561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -4324572.500000 Penalty: 5240.695312
	Iteration 20F: 3 clusters Score -4324572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -4324588.000000 Penalty: 5240.695312
	Iteration 21Q: 3 clusters Score -4324588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4324593.500000 Penalty: 5240.695312
	Iteration 22Q: 3 clusters Score -4324594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -4324597.000000 Penalty: 5240.695312
	Iteration 23Q: 3 clusters Score -4324597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -4324599.000000 Penalty: 5240.695312
	Iteration 24Q: 3 clusters Score -4324599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -4324599.000000 Penalty: 5240.695312
	Iteration 25F: 3 clusters Score -4324599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -44864.148438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -44864.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43383.550781 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -43383.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43531.101562 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -43531.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43572.921875 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -43572.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43586.441406 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -43586.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43589.281250 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -43589.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43589.281250 Penalty: 3013.371582
	Iteration 5F: 3 clusters Score -43589.28 nChanged 0
--- Evaluating fit on full set of 2406351 points ---
Entering Unmasked Estep 
Score: -265801600.000000 Penalty: 69236.343750
25->20 Clusters: Score -265801600.000000, best is -265826544.000000

Main iterations: 0 (time per=infms)
Total iterations: 53841 (time per=369.648776ms)
Iterations metric 2: 4459983273984.000000 (time per=4.462407ns)
Iterations metric 3: 133797190303744.000000 (time per=148.749460ps)

That took 19902.259766 seconds.
